342 results on '"Matej Orešič"'
Search Results
2. Integrative analysis of multimodal mass spectrometry data in MZmine 3
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Robin Schmid, Steffen Heuckeroth, Ansgar Korf, Aleksandr Smirnov, Owen Myers, Thomas S. Dyrlund, Roman Bushuiev, Kevin J. Murray, Nils Hoffmann, Miaoshan Lu, Abinesh Sarvepalli, Zheng Zhang, Markus Fleischauer, Kai Dührkop, Mark Wesner, Shawn J. Hoogstra, Edward Rudt, Olena Mokshyna, Corinna Brungs, Kirill Ponomarov, Lana Mutabdžija, Tito Damiani, Chris J. Pudney, Mark Earll, Patrick O. Helmer, Timothy R. Fallon, Tobias Schulze, Albert Rivas-Ubach, Aivett Bilbao, Henning Richter, Louis-Félix Nothias, Mingxun Wang, Matej Orešič, Jing-Ke Weng, Sebastian Böcker, Astrid Jeibmann, Heiko Hayen, Uwe Karst, Pieter C. Dorrestein, Daniel Petras, Xiuxia Du, and Tomáš Pluskal
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Biomedical Engineering ,Molecular Medicine ,Bioengineering ,Applied Microbiology and Biotechnology ,Biotechnology - Published
- 2023
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3. Plasma lipid alterations in young adults with psychotic experiences: A study from the Avon Longitudinal Study of Parents and Children cohort
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Xiaofei Yin, David Mongan, Mary Cannon, Stanley Zammit, Tuulia Hyötyläinen, Matej Orešič, Lorraine Brennan, and David R. Cotter
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Parents ,Young Adult ,Psychiatry and Mental health ,Mental Disorders ,Lipidomics ,Humans ,Lysophosphatidylcholines ,Longitudinal Studies ,Child ,Triglycerides ,Biological Psychiatry ,Aged - Abstract
Background\udPsychotic experiences (PEs) are associated with an increased risk of future psychotic and non-psychotic mental disorders. The identification of biomarkers of PEs may provide insights regarding the underlying pathophysiology.\ud\udMethods\udThe current study applied targeted lipidomic approaches to compare plasma lipid profiles in participants from the Avon Longitudinal Study of Parents and Children (ALSPAC) cohort who did (n = 206) or did not (n = 206) have PEs when aged approximately 24 years.\ud\udResults\udIn total, 202 lipids including 8 lipid classes were measured by using ultra-high-performance liquid chromatography-quadrupole time-of-flight mass spectrometry (UHPLC-QTOF-MS). Eight lipid clusters were generated. Thirteen individual lipids were nominally significantly higher in the PEs group compared to the control group. After correction for multiple comparisons, 9 lipids comprising 3 lysophosphatidylcholines (LPCs), 2 phosphatidylcholines (PCs) and 4 triacylglycerols (TGs) remained significant. In addition, PEs cases had increased levels of TGs and LPCs with a low double bond count.\ud\udConclusions\udThese findings indicate plasma lipidomic abnormalities in individuals experiencing PEs. The lipidomic profile measures could aid our understanding of the underlying pathophysiological mechanisms.
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- 2022
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4. Supplementary Methods from Novel Theranostic Opportunities Offered by Characterization of Altered Membrane Lipid Metabolism in Breast Cancer Progression
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Matej Orešič, Kristiina Iljin, Olli Kallioniemi, Tuulia Hyötyläinen, Cornelia Radke, Christiane Richter-Ehrenstein, Sibylle Loibl, Oliver Fiehn, Julian L. Griffin, Marko Sysi-Aho, Heli Nygren, Emilia Berg, Sandra Castillo, Laxman Yetukuri, Elmar Bucher, Jan Budczies, Tuulikki Seppänen-Laakso, Scarlet Brockmöller, Berit Müller, Laura Lehtinen, Carsten Denkert, and Mika Hilvo
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Supplementary Methods from Novel Theranostic Opportunities Offered by Characterization of Altered Membrane Lipid Metabolism in Breast Cancer Progression
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- 2023
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5. Supplementary Table 3 from Novel Theranostic Opportunities Offered by Characterization of Altered Membrane Lipid Metabolism in Breast Cancer Progression
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Matej Orešič, Kristiina Iljin, Olli Kallioniemi, Tuulia Hyötyläinen, Cornelia Radke, Christiane Richter-Ehrenstein, Sibylle Loibl, Oliver Fiehn, Julian L. Griffin, Marko Sysi-Aho, Heli Nygren, Emilia Berg, Sandra Castillo, Laxman Yetukuri, Elmar Bucher, Jan Budczies, Tuulikki Seppänen-Laakso, Scarlet Brockmöller, Berit Müller, Laura Lehtinen, Carsten Denkert, and Mika Hilvo
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Supplementary Table 3 from Novel Theranostic Opportunities Offered by Characterization of Altered Membrane Lipid Metabolism in Breast Cancer Progression
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- 2023
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6. Supplementary Table 9 from Novel Theranostic Opportunities Offered by Characterization of Altered Membrane Lipid Metabolism in Breast Cancer Progression
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Matej Orešič, Kristiina Iljin, Olli Kallioniemi, Tuulia Hyötyläinen, Cornelia Radke, Christiane Richter-Ehrenstein, Sibylle Loibl, Oliver Fiehn, Julian L. Griffin, Marko Sysi-Aho, Heli Nygren, Emilia Berg, Sandra Castillo, Laxman Yetukuri, Elmar Bucher, Jan Budczies, Tuulikki Seppänen-Laakso, Scarlet Brockmöller, Berit Müller, Laura Lehtinen, Carsten Denkert, and Mika Hilvo
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Supplementary Table 9 from Novel Theranostic Opportunities Offered by Characterization of Altered Membrane Lipid Metabolism in Breast Cancer Progression
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- 2023
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7. Supplementary Table 7 from Novel Theranostic Opportunities Offered by Characterization of Altered Membrane Lipid Metabolism in Breast Cancer Progression
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Matej Orešič, Kristiina Iljin, Olli Kallioniemi, Tuulia Hyötyläinen, Cornelia Radke, Christiane Richter-Ehrenstein, Sibylle Loibl, Oliver Fiehn, Julian L. Griffin, Marko Sysi-Aho, Heli Nygren, Emilia Berg, Sandra Castillo, Laxman Yetukuri, Elmar Bucher, Jan Budczies, Tuulikki Seppänen-Laakso, Scarlet Brockmöller, Berit Müller, Laura Lehtinen, Carsten Denkert, and Mika Hilvo
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Supplementary Table 7 from Novel Theranostic Opportunities Offered by Characterization of Altered Membrane Lipid Metabolism in Breast Cancer Progression
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- 2023
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8. Supplementary Table 6 from Novel Theranostic Opportunities Offered by Characterization of Altered Membrane Lipid Metabolism in Breast Cancer Progression
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Matej Orešič, Kristiina Iljin, Olli Kallioniemi, Tuulia Hyötyläinen, Cornelia Radke, Christiane Richter-Ehrenstein, Sibylle Loibl, Oliver Fiehn, Julian L. Griffin, Marko Sysi-Aho, Heli Nygren, Emilia Berg, Sandra Castillo, Laxman Yetukuri, Elmar Bucher, Jan Budczies, Tuulikki Seppänen-Laakso, Scarlet Brockmöller, Berit Müller, Laura Lehtinen, Carsten Denkert, and Mika Hilvo
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Supplementary Table 6 from Novel Theranostic Opportunities Offered by Characterization of Altered Membrane Lipid Metabolism in Breast Cancer Progression
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- 2023
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9. Supplementary Table 2 from Novel Theranostic Opportunities Offered by Characterization of Altered Membrane Lipid Metabolism in Breast Cancer Progression
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Matej Orešič, Kristiina Iljin, Olli Kallioniemi, Tuulia Hyötyläinen, Cornelia Radke, Christiane Richter-Ehrenstein, Sibylle Loibl, Oliver Fiehn, Julian L. Griffin, Marko Sysi-Aho, Heli Nygren, Emilia Berg, Sandra Castillo, Laxman Yetukuri, Elmar Bucher, Jan Budczies, Tuulikki Seppänen-Laakso, Scarlet Brockmöller, Berit Müller, Laura Lehtinen, Carsten Denkert, and Mika Hilvo
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Supplementary Table 2 from Novel Theranostic Opportunities Offered by Characterization of Altered Membrane Lipid Metabolism in Breast Cancer Progression
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- 2023
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10. Supplementary Table 1 from Novel Theranostic Opportunities Offered by Characterization of Altered Membrane Lipid Metabolism in Breast Cancer Progression
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Matej Orešič, Kristiina Iljin, Olli Kallioniemi, Tuulia Hyötyläinen, Cornelia Radke, Christiane Richter-Ehrenstein, Sibylle Loibl, Oliver Fiehn, Julian L. Griffin, Marko Sysi-Aho, Heli Nygren, Emilia Berg, Sandra Castillo, Laxman Yetukuri, Elmar Bucher, Jan Budczies, Tuulikki Seppänen-Laakso, Scarlet Brockmöller, Berit Müller, Laura Lehtinen, Carsten Denkert, and Mika Hilvo
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Supplementary Table 1 from Novel Theranostic Opportunities Offered by Characterization of Altered Membrane Lipid Metabolism in Breast Cancer Progression
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- 2023
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11. Supplementary Table 4 from Novel Theranostic Opportunities Offered by Characterization of Altered Membrane Lipid Metabolism in Breast Cancer Progression
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Matej Orešič, Kristiina Iljin, Olli Kallioniemi, Tuulia Hyötyläinen, Cornelia Radke, Christiane Richter-Ehrenstein, Sibylle Loibl, Oliver Fiehn, Julian L. Griffin, Marko Sysi-Aho, Heli Nygren, Emilia Berg, Sandra Castillo, Laxman Yetukuri, Elmar Bucher, Jan Budczies, Tuulikki Seppänen-Laakso, Scarlet Brockmöller, Berit Müller, Laura Lehtinen, Carsten Denkert, and Mika Hilvo
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Supplementary Table 4 from Novel Theranostic Opportunities Offered by Characterization of Altered Membrane Lipid Metabolism in Breast Cancer Progression
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- 2023
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12. Supplementary Table 8 from Novel Theranostic Opportunities Offered by Characterization of Altered Membrane Lipid Metabolism in Breast Cancer Progression
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Matej Orešič, Kristiina Iljin, Olli Kallioniemi, Tuulia Hyötyläinen, Cornelia Radke, Christiane Richter-Ehrenstein, Sibylle Loibl, Oliver Fiehn, Julian L. Griffin, Marko Sysi-Aho, Heli Nygren, Emilia Berg, Sandra Castillo, Laxman Yetukuri, Elmar Bucher, Jan Budczies, Tuulikki Seppänen-Laakso, Scarlet Brockmöller, Berit Müller, Laura Lehtinen, Carsten Denkert, and Mika Hilvo
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Supplementary Table 8 from Novel Theranostic Opportunities Offered by Characterization of Altered Membrane Lipid Metabolism in Breast Cancer Progression
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- 2023
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13. Cardiomyocyte-specific PCSK9 deficiency compromises mitochondrial bioenergetics and heart function
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Marion Laudette, Malin Lindbom, Muhammad Arif, Mathieu Cinato, Mario Ruiz, Stephen Doran, Azra Miljanovic, Mikael Rutberg, Linda Andersson, Martina Klevstig, Marcus Henricsson, Per-Olof Bergh, Entela Bollano, Nay Aung, J Gustav Smith, Marc Pilon, Tuulia Hyötyläinen, Matej Orešič, Rosie Perkins, Adil Mardinoglu, Malin C Levin, and Jan Borén
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Physiology ,Physiology (medical) ,Cardiology and Cardiovascular Medicine - Abstract
Aims Pro-protein convertase subtilisin-kexin type 9 (PCSK9), which is expressed mainly in the liver and at low levels in the heart, regulates cholesterol levels by directing low-density lipoprotein receptors to degradation. Studies to determine the role of PCSK9 in the heart are complicated by the close link between cardiac function and systemic lipid metabolism. Here, we sought to elucidate the function of PCSK9 specifically in the heart by generating and analysing mice with cardiomyocyte-specific Pcsk9 deficiency (CM-Pcsk9−/− mice) and by silencing Pcsk9 acutely in a cell culture model of adult cardiomyocyte-like cells. Methods and results Mice with cardiomyocyte-specific deletion of Pcsk9 had reduced contractile capacity, impaired cardiac function, and left ventricular dilatation at 28 weeks of age and died prematurely. Transcriptomic analyses revealed alterations of signalling pathways linked to cardiomyopathy and energy metabolism in hearts from CM-Pcsk9−/− mice vs. wild-type littermates. In agreement, levels of genes and proteins involved in mitochondrial metabolism were reduced in CM-Pcsk9−/− hearts. By using a Seahorse flux analyser, we showed that mitochondrial but not glycolytic function was impaired in cardiomyocytes from CM-Pcsk9−/− mice. We further showed that assembly and activity of electron transport chain (ETC) complexes were altered in isolated mitochondria from CM-Pcsk9−/− mice. Circulating lipid levels were unchanged in CM-Pcsk9−/− mice, but the lipid composition of mitochondrial membranes was altered. In addition, cardiomyocytes from CM-Pcsk9−/− mice had an increased number of mitochondria–endoplasmic reticulum contacts and alterations in the morphology of cristae, the physical location of the ETC complexes. We also showed that acute Pcsk9 silencing in adult cardiomyocyte-like cells reduced the activity of ETC complexes and impaired mitochondrial metabolism. Conclusion PCSK9, despite its low expression in cardiomyocytes, contributes to cardiac metabolic function, and PCSK9 deficiency in cardiomyocytes is linked to cardiomyopathy, impaired heart function, and compromised energy production.
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- 2023
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14. Classification of Common Food Lipid Sources Regarding Healthiness Using Advanced Lipidomics: A Four-Arm Crossover Study
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Milena Monfort-Pires, Santosh Lamichhane, Cristina Alonso, Bjørg Egelandsdal, Matej Orešič, Vilde Overrein Jordahl, Oda Skjølsvold, Irantzu Pérez-Ruiz, María Encarnación Blanco, Siv Skeie, Catia Martins, and Anna Haug
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liquid chromatography–mass spectrometry (LC-MS) ,Organic Chemistry ,beef meat ,General Medicine ,cardiovascular risk markers ,Catalysis ,Computer Science Applications ,Inorganic Chemistry ,cheese ,pork meat ,lipidomics ,Physical and Theoretical Chemistry ,Molecular Biology ,Spectroscopy ,animal fat - Abstract
Prospective studies have failed to establish a causal relationship between animal fat intake and cardiovascular diseases in humans. Furthermore, the metabolic effects of different dietary sources remain unknown. In this four-arm crossover study, we investigated the impact of consuming cheese, beef, and pork meat on classic and new cardiovascular risk markers (obtained from lipidomics) in the context of a healthy diet. A total of 33 young healthy volunteers (23 women/10 men) were assigned to one out of four test diets in a Latin square design. Each test diet was consumed for 14 days, with a 2-week washout. Participants received a healthy diet plus Gouda- or Goutaler-type cheeses, pork, or beef meats. Before and after each diet, fasting blood samples were withdrawn. A reduction in total cholesterol and an increase in high density lipoprotein particle size were detected after all diets. Only the pork diet upregulated plasma unsaturated fatty acids and downregulated triglycerides species. Improvements in the lipoprotein profile and upregulation of circulating plasmalogen species were also observed after the pork diet. Our study suggests that, within the context of a healthy diet rich in micronutrients and fiber, the consumption of animal products, in particular pork meat, may not induce deleterious effects, and reducing the intake of animal products should not be regarded as a way of reducing cardiovascular risk in young individuals.
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- 2023
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15. Dynamics of the Lipidome in a Colon Simulator
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Matilda Kråkström, Alex M. Dickens, Marina Amaral Alves, Sofia D. Forssten, Arthur C. Ouwehand, Tuulia Hyötyläinen, Matej Orešič, and Santosh Lamichhane
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in vitro colon simulator ,Endocrinology, Diabetes and Metabolism ,lipidomics ,gut microbiome ,Molecular Biology ,Biochemistry ,metabolomics - Abstract
Current evidence suggests that gut microbiome-derived lipids play a crucial role in the regulation of host lipid metabolism. However, not much is known about the dynamics of gut microbial lipids within the distinct gut biogeographic. Here we applied targeted and untargeted lipidomics to in vitro-derived feces. Simulated intestinal chyme was collected from in vitro gut vessels (V1–V4), representing proximal to distal parts of the colon after 24 and 48 h with/without polydextrose treatment. In total, 44 simulated chyme samples were collected from the in vitro colon simulator. Factor analysis showed that vessel and time had the strongest impact on the simulated intestinal chyme lipid profiles. We found that levels of phosphatidylcholines, sphingomyelins, triacylglycerols, and endocannabinoids were altered in at least one vessel (V1–V4) during simulation. We also found that concentrations of triacylglycerols, diacylglycerols, and endocannabinoids changed with time (24 vs. 48 h of simulation). Together, we found that the simulated intestinal chyme revealed a wide range of lipids that remained altered in different compartments of the human colon model over time.
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- 2023
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16. Dynamics of lipidome in a colon simulator
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Matilda Kråkström, Alex M. Dickens, Marina Amaral Alves, Sofia D. Forssten, Arthur C. Ouwehand, Tuulia Hyötyläinen, Matej Orešič, and Santosh Lamichhane
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Current evidence suggests that gut microbiome derived lipids play crucial role in the regulation of host lipid metabolism. However, not much is known about the dynamics of gut microbial lipids within the distinct gut biogeographic. Here we employed targeted and untargeted lipidomics in thein vitroderived feces. Simulated intestinal chyme was collected fromin vitrogut vessels (V1–V4), representing proximal to distal parts of the colon after 24 and 48 h with/without PDX treatment. In total 44 simulated chyme samples were collected from thein vitrocolon simulator. Factor analysis showed that vessel and time had the strongest impact on the simulated intestinal chyme lipid profiles. We found that levels of phosphatidylcholines, sphingomyelins, triacylglycerols and endocannabinoids were altered in at least one vessel (V1–V4) during simulation. We also found that concentrations of triacylglycerols, diacylglycerols and endocannabinoids changed with time (24 vs. 48 h simulation). Together, we found that the simulated intestinal chyme revealed a wide range of lipids that remained altered in different compartments of the human colon model over time.
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- 2022
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17. The human liver lipidome is significantly related to the lipid composition and aggregation susceptibility of low-density lipoprotein (LDL) particles
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Mari Lahelma, Sami Qadri, Noora Ahlholm, Kimmo Porthan, Maija Ruuth, Anne Juuti, Matej Orešič, Tuulia Hyötyläinen, Katariina Öörni, Hannele Yki-Järvinen, Department of Medicine, HUS Internal Medicine and Rehabilitation, Clinicum, Medicum, HUS Abdominal Center, Molecular and Integrative Biosciences Research Programme, Biosciences, and Hannele Yki-Järvinen Research Group
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Adult ,Sfingolipidit ,Lihavuus ,keramidit ,ei-alkoholiperäinen rasvamaksatauti ,Lipoproteins ,LDL ,NAFLD ,rasvamaksatauti ,Humans ,lipidomiikka ,Obesity ,Triglycerides ,liver biopsy ,fatty liver ,Sphingolipids ,ceramides ,Liver Diseases ,Ateroskleroosi ,rasvamaksa ,maksabiopsia ,aggregation ,aggregaatio ,non-alcoholic fatty liver disease ,Middle Aged ,Lipoproteiinit ,Atherosclerosis ,Sphingomyelins ,Lipoproteins, LDL ,Liver ,3121 General medicine, internal medicine and other clinical medicine ,fatty liver disease ,lipidomics ,Cardiology and Cardiovascular Medicine ,Maksasairaudet - Abstract
Publisher Copyright: © 2022 The Authors Background and aims: The susceptibility of low-density lipoprotein (LDL) to aggregation predicts atherosclerotic cardiovascular disease. However, causes of interindividual variation in LDL lipid composition and aggregation susceptibility remain unclear. We examined whether the lipid composition and aggregation susceptibility of LDL reflect the lipid composition of the human liver. Methods: Liver biopsies and blood samples for isolation of LDL particles were obtained from 40 obese subjects (BMI 45.9 ± 6.1 kg/m2, age 43 ± 8 years). LDL was isolated using sequential ultracentrifugation and lipidomic analyses of liver and LDL samples were determined using ultra-high performance liquid chromatography–mass spectrometry. LDL aggregation susceptibility ex vivo was analyzed by inducing aggregation by human recombinant secretory sphingomyelinase and following aggregate formation. Results: The composition (acyl carbon number and double bond count) of hepatic triglycerides, phosphatidylcholines, and sphingomyelins (SMs) was closely associated with that of LDL particles. Hepatic dihydroceramides and ceramides were positively correlated with concentrations of the corresponding SM species in LDL as well with LDL aggregation. These relationships remained statistically significant after adjustment for age, sex, and body mass index. Conclusions: Lipid composition of LDL reflects that of the human liver in obese patients. Changes in hepatic sphingolipid metabolism may contribute to interindividual variation of LDL lipid composition and susceptibility to aggregation.
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- 2022
18. Editorial: Multi-omics: Trends and applications in clinical research
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Alessandra, Sussulini, Jianguo, Xia, and Matej, Orešič
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Biochemistry, Genetics and Molecular Biology (miscellaneous) ,Molecular Biology ,Biochemistry - Published
- 2022
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19. Dysregulation of secondary bile acid metabolism precedes islet autoimmunity and type 1 diabetes
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Santosh Lamichhane, Partho Sen, Alex M. Dickens, Marina Amaral Alves, Taina Härkönen, Jarno Honkanen, Tommi Vatanen, Ramnik J. Xavier, Tuulia Hyötyläinen, Mikael Knip, Matej Orešič, CAMM - Research Program for Clinical and Molecular Metabolism, Molecular and Integrative Biosciences Research Programme, HUS Children and Adolescents, Research Programs Unit, University of Helsinki, TRIMM - Translational Immunology Research Program, Children's Hospital, Lastentautien yksikkö, Clinicum, and Research Group Knip
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Gut microbiome ,Progression ,Autoimmunity ,General Biochemistry, Genetics and Molecular Biology ,Dynamics ,Bile Acids and Salts ,Islets of Langerhans ,Diabetes Mellitus, Type 1 ,Nuclear receptor ,Humans ,1182 Biochemistry, cell and molecular biology ,Child ,Children ,Autoantibodies - Abstract
The gut microbiota is crucial in the regulation of bile acid (BA) metabolism. However, not much is known about the regulation of BAs during progression to type 1 diabetes (T1D). Here, we analyzed serum and stool BAs in longitudinal samples collected at 3, 6,12,18, 24, and 36 months of age from children who developed a single islet autoantibody (AAb) (P1Ab; n = 23) or multiple islet AAbs (P2Ab; n = 13) and controls (CTRs; n = 38) who remained AAb negative. We also analyzed the stool microbiome in a subgroup of these children. Factor analysis showed that age had the strongest impact on both BA and microbiome profiles. We found that at an early age, systemic BAs and microbial secondary BA pathways were altered in the P2Ab group compared with the P1Ab and CTR groups. Our findings thus suggest that dysregulated BA metabolism in early life may contribute to the risk and pathogenesis of T1D.
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- 2022
20. Technological readiness and implementation of genomic‐driven precision medicine for complex diseases
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Christina Jern, Gunnel Nordmark, Anca I. Catrina, Erik Melén, Johan Sundström, Per Hall, Marju Orho-Melander, Matej Orešič, Tove Fall, Bo Jacobsson, Lars Rönnblom, D Repsilber, Melanie R. Benson, Kamila Czene, Maria F. Gomez, Paul W. Franks, Jonas Halfvarson, Sarah E. Bergen, Mia Wadelius, Anders Johansson, Patrick F. Sullivan, Lars Klareskog, Mikaela Friedman, Anders Mälarstig, Hannes Hagström, J. Gustav Smith, Sara Hägg, Catarina Almqvist, Richard Rosenquist, Ingrid Kockum, Claes Ohlsson, Kristina Johnell, and Beatrice Melin
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medicine.medical_specialty ,Neurologi ,precision medicine ,Genomics ,Disease ,Environmental risk ,precision prevention ,Health care ,genomics ,Internal Medicine ,medicine ,Humans ,Precision Medicine ,Medicinsk genetik ,precision diagnostics ,business.industry ,complex disease ,Klinisk medicin ,precision treatment ,Precision medicine ,Data science ,Human genetics ,Neurology ,Medical genetics ,Identification (biology) ,Clinical Medicine ,business ,Delivery of Health Care ,Medical Genetics - Abstract
The fields of human genetics and genomics have generated considerable knowledge about the mechanistic basis of many diseases. Genomic approaches to diagnosis, prognostication, prevention and treatment - genomic-driven precision medicine (GDPM) - may help optimize medical practice. Here, we provide a comprehensive review of GDPM of complex diseases across major medical specialties. We focus on technological readiness: how rapidly a test can be implemented into health care. Although these areas of medicine are diverse, key similarities exist across almost all areas. Many medical areas have, within their standards of care, at least one GDPM test for a genetic variant of strong effect that aids the identification/diagnosis of a more homogeneous subset within a larger disease group or identifies a subset with different therapeutic requirements. However, for almost all complex diseases, the majority of patients do not carry established single-gene mutations with large effects. Thus, research is underway that seeks to determine the polygenic basis of many complex diseases. Nevertheless, most complex diseases are caused by the interplay of genetic, behavioural and environmental risk factors, which will likely necessitate models for prediction and diagnosis that incorporate genetic and non-genetic data. Funding Agencies|SciLifeLab; Swedish Research Council (Vetenskapsradet)Swedish Research Council [D0886501]; US National Institute of Mental HealthUnited States Department of Health & Human ServicesNational Institutes of Health (NIH) - USANIH National Institute of Mental Health (NIMH) [MH077139, MH1095320]; European UnionEuropean Commission [610307, 733161, 825843]; Swedish Cancer SocietySwedish Cancer Society; Swedish Research CouncilSwedish Research CouncilEuropean Commission [2018-02837, 2014-03352, 2009-1039, 2018-03307]; Knut and Alice Wallenberg FoundationKnut & Alice Wallenberg Foundation; Karolinska Institutet, Karolinska University HospitalKarolinska Institutet; Radiumhemmets Forskningsfonder; European Research CouncilEuropean Research Council (ERC)European Commission [CoG-2015_681742_NASCENT]; Swedish Heart-Lung FoundationSwedish Heart-Lung Foundation [20160872]; Swedish Foundation for Strategic Research (IRC Center); Novo Nordisk FoundationNovo Nordisk FoundationNovocure Limited; ALF; Strategic Research Area Epidemiology at Karolinska Institutet; Swedish Rheumatism Association; Vth 80-year Foundation; Swedish Society of Medicine; Clinical Research Support (Avtal om Lakarutbildning och Forskning); Swedish government; county councils; ALF-agreement; Swedish Foundation for Strategic ResearchSwedish Foundation for Strategic Research [15-0067]; IMI2 Joint Undertaking [115974]; European Federation of Pharmaceutical Industries and Associations with JDRF; H2020 Program ERA PerMed JTC 2018 Call (VR) [2018-05619]
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- 2021
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21. Lipidomics in nutrition research
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Victor Castro-Alves, Matej Orešič, and Tuulia Hyötyläinen
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Nutrition and Dietetics ,Fatty Acids ,Lipidomics ,Fatty Acids, Unsaturated ,Medicine (miscellaneous) ,Humans ,Triglycerides ,Diet - Abstract
This review focuses on the recent findings from lipidomics studies as related to nutrition and health research.Several lipidomics studies have investigated malnutrition, including both under- and overnutrition. Focus has been both on the early-life nutrition as well as on the impact of overfeeding later in life. Multiple studies have investigated the impact of different macronutrients in lipidome on human health, demonstrating that overfeeding with saturated fat is metabolically more harmful than overfeeding with polyunsaturated fat or carbohydrate-rich food. Diet rich in saturated fat increases the lipotoxic lipids, such as ceramides and saturated fatty-acyl-containing triacylglycerols, increasing also the low-density lipoprotein aggregation rate. In contrast, diet rich in polyunsaturated fatty acids, such as n-3 fatty acids, decreases the triacylglycerol levels, although some individuals are poor responders to n-3 supplementation.The results highlight the benefits of lipidomics in clinical nutrition research, also providing an opportunity for personalized nutrition. An area of increasing interest is the interplay of diet, gut microbiome, and metabolome, and how they together impact individuals' responses to nutritional challenges.
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- 2022
22. Glucosylceramide synthase deficiency in the heart compromises β1-adrenergic receptor trafficking
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Stephen Doran, Per Fogelstrand, Martina Klevstig, Matias Ekstrand, Muhammad Arif, Martin Adiels, Adil Mardinoglu, Elmir Omerovic, Linda Andersson, Marion Laudette, Ismena Mardani, Malin Lindbom, Lisanna Sinisalu, Mathieu Cinato, Matej Orešič, Ara Koh, Malin Levin, Jan Borén, Åsa Tivesten, Anders Jeppsson, Richard L. Proia, Tuulia Hyötyläinen, Azra Miljanovic, Johannes Wikström, Entela Bollano, Max Levin, Marcus Henricsson, Martin O. Bergo, and Karl Swärd
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0301 basic medicine ,Cardiac function curve ,medicine.medical_specialty ,Carbohydrates ,Ischemia ,Cardiomegaly ,Stimulation ,030204 cardiovascular system & hematology ,Endolysosomal trafficking ,Glycosphingolipids ,Fats ,Mice ,03 medical and health sciences ,Lactosylceramide ,0302 clinical medicine ,Internal medicine ,Translational Research ,Receptors ,Autophagy ,medicine ,Animals ,Humans ,Myocytes, Cardiac ,AcademicSubjects/MED00200 ,music ,Receptor ,Heart Failure and Cardiomyopathies ,Gene knockdown ,music.instrument ,business.industry ,Beta ,Heart ,medicine.disease ,Lipids ,Receptors, Adrenergic ,030104 developmental biology ,Endocrinology ,Glucosyltransferases ,Adrenergic ,Heart failure ,Cardiac dysfunction ,Sugars ,Cardiology and Cardiovascular Medicine ,business - Abstract
Aims Cardiac injury and remodelling are associated with the rearrangement of cardiac lipids. Glycosphingolipids are membrane lipids that are important for cellular structure and function, and cardiac dysfunction is a characteristic of rare monogenic diseases with defects in glycosphingolipid synthesis and turnover. However, it is not known how cardiac glycosphingolipids regulate cellular processes in the heart. The aim of this study is to determine the role of cardiac glycosphingolipids in heart function. Methods and results Using human myocardial biopsies, we showed that the glycosphingolipids glucosylceramide and lactosylceramide are present at very low levels in non-ischaemic human heart with normal function and are elevated during remodelling. Similar results were observed in mouse models of cardiac remodelling. We also generated mice with cardiomyocyte-specific deficiency in Ugcg, the gene encoding glucosylceramide synthase (hUgcg–/– mice). In 9- to 10-week-old hUgcg–/– mice, contractile capacity in response to dobutamine stress was reduced. Older hUgcg–/– mice developed severe heart failure and left ventricular dilatation even under baseline conditions and died prematurely. Using RNA-seq and cell culture models, we showed defective endolysosomal retrograde trafficking and autophagy in Ugcg-deficient cardiomyocytes. We also showed that responsiveness to β-adrenergic stimulation was reduced in cardiomyocytes from hUgcg–/– mice and that Ugcg knockdown suppressed the internalization and trafficking of β1-adrenergic receptors. Conclusions Our findings suggest that cardiac glycosphingolipids are required to maintain β-adrenergic signalling and contractile capacity in cardiomyocytes and to preserve normal heart function., Graphical Abstract Cardiac glycosphingolipids are required to maintain β-adrenergic signaling and contractile capacity in cardiomyocytes and to preserve normal heart function.
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- 2021
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23. Impact of exposure to per- and polyfluoroalkyl substances on fecal microbiota composition in mother-infant dyads
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Santosh Lamichhane, Taina Härkönen, Tommi Vatanen, Tuulia Hyötyläinen, Mikael Knip, and Matej Orešič
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History ,Polymers and Plastics ,Business and International Management ,Industrial and Manufacturing Engineering ,General Environmental Science - Abstract
Current evidence suggests that chemical exposure alters gut microbiota composition, with higher exposure to environmental chemicals being associated with reduced microbiome diversity. However, not much is known about the impact of per- and polyfluoroalkyl substances (PFAS) on gut bacteria. Here we set out to identify the gut bacterial species that associate with chemical exposure before (maternal) and after (maternal, infant) birth in a mother-infant series. Paired blood and stool samples were collected from mother-infant dyads (n = 30) in a longitudinal setting. PFAS were quantified in maternal blood to examine their associations with the microbial compositions (determined by shotgun metagenomic sequencing) in mothers and infants. High maternal exposure to PFAS was persistently associated with increased abundance ofMethanobrevibacter smithiiin maternal stool. Among individual PFAS compounds, PFOS and PFHpS showed the strongest connection withM. smithii. However, maternal PFAS exposure associated only weakly with the infant microbiome. Our findings suggest that PFAS exposure contributes to the modulation of the adult gut microbiome composition.
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- 2023
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24. Enhanced liver fibrosis test for the non-invasive diagnosis of fibrosis in patients with NAFLD: A systematic review and meta-analysis
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Kevin L. Duffin, Patrick M.M. Bossuyt, Diana Julie Leeming, Jürgen Löffler, Ann K. Daly, Yasaman Vali, Koos H. Zwinderman, René Spijker, Detlef Schuppan, Pablo Ortiz, Guido Hanauer, Tim Bauer, Mohammad Hadi Zafarmand, Yu Chen, Jérôme Boursier, Matej Orešič, Craig L. Hyde, Peter Nissen Bjerring, Zsolt Böcskei, Christina Levick, Michael Pavlides, Pierre Bedossa, Joanne Verheij, M. Julia Brosnan, Jenny Lee, Quentin M. Anstee, Rémy Hanf, Elizabeth Shumbayawonda, University of Denver, Centre Hospitalier Universitaire d'Angers (CHU Angers), PRES Université Nantes Angers Le Mans (UNAM), Julius Center for Health Sciences and Primary Care, University Medical Center [Utrecht], University Hospital of Würzburg, VU University Medical Center [Amsterdam], SANOFI Recherche, Newcastle University [Newcastle], University of Amsterdam [Amsterdam] (UvA), Epidemiology and Data Science, Graduate School, APH - Methodology, Pathology, APH - Personalized Medicine, APH - Aging & Later Life, ARD - Amsterdam Reproduction and Development, and ACS - Atherosclerosis & ischemic syndromes
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Liver Cirrhosis ,0301 basic medicine ,medicine.medical_specialty ,Biopsy ,[SDV]Life Sciences [q-bio] ,Enhanced liver fibrosis test ,Cochrane Library ,Gastroenterology ,03 medical and health sciences ,0302 clinical medicine ,Predictive Value of Tests ,Fibrosis ,Internal medicine ,medicine ,Humans ,Blood test ,Hyaluronic Acid ,ComputingMilieux_MISCELLANEOUS ,Non-alcoholic steatohepatitis ,Tissue Inhibitor of Metalloproteinase-1 ,Hepatology ,medicine.diagnostic_test ,business.industry ,Fatty liver ,Biomarker ,Reference Standards ,medicine.disease ,Peptide Fragments ,3. Good health ,Meta-analysis ,030104 developmental biology ,Liver ,Liver biopsy ,Disease Progression ,Biomarker (medicine) ,030211 gastroenterology & hepatology ,business ,Algorithms ,Biomarkers ,Procollagen ,Non-alcoholic fatty liver disease - Abstract
BACKGROUND & AIMS:The enhanced liver fibrosis (ELF) test has been proposed for the non-invasive assessment of advanced fibrosis in patients with non-alcoholic fatty liver disease (NAFLD). We performed a systematic review to estimate the accuracy of this test against biopsy. METHODS:In this systematic review, we searched MEDLINE, Embase, Web of Science and the Cochrane Library for studies that included patients with NAFLD and that used both liver biopsy (as the reference standard) and the ELF test. Two authors independently screened the references, extracted the data and assessed the quality of included studies. Due to the variation in reported thresholds, we used a multiple thresholds random effects model for meta-analysis (diagmeta R-package). RESULTS:The meta-analysis of 11 studies reporting advanced fibrosis and 5 studies reporting significant fibrosis showed that the ELF test had a sensitivity of >0.90 for excluding fibrosis at a threshold of 7.7. However, as a diagnostic test at high thresholds, the test only achieved specificity and positive predictive value >0.80 in very high prevalence settings (>50%). To achieve a specificity of 0.90 for advanced and significant fibrosis, thresholds of 10.18 (sensitivity: 0.57) and 9.86 (sensitivity: 0.55) were required, respectively. CONCLUSION:The ELF test showed high sensitivity but limited specificity to exclude advanced and significant fibrosis at low cut-offs. The diagnostic performance of the test at higher thresholds was found to be more limited in low-prevalence settings. We conclude that clinicians should carefully consider the likely disease prevalence in their practice setting and adopt suitable test thresholds to achieve the desired performance. LAY SUMMARY:The enhanced liver fibrosis test has been suggested as a non-invasive blood test to aid the diagnosis of severe liver fibrosis in patients with non-alcoholic fatty liver disease (NAFLD). Our study results showed that the test has a high negative predictive value, especially in populations with low disease prevalence (likely encountered in primary care); so, it can exclude advanced fibrosis in patients with NAFLD. However, when prevalence is low, the positive predictive value of the enhanced liver fibrosis test is low, suggesting that additional strategies may be needed to make a positive diagnosis in such settings.
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- 2020
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25. Metabolic alterations in immune cells associate with progression to type 1 diabetes
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Heikki Hyöty, Santosh Lamichhane, Jorma Ilonen, Partho Sen, Jorma Toppari, Tuomas Lindeman, Matej Orešič, Esko Kemppainen, Riitta Veijola, María Asunción López-Bascón, Tuukka Rönkkö, Mikael Knip, Tuulia Hyötyläinen, Alex M. Dickens, Lääketieteen ja terveysteknologian tiedekunta - Faculty of Medicine and Health Technology, Tampere University, HUS Children and Adolescents, Children's Hospital, Research Programs Unit, University of Helsinki, CAMM - Research Program for Clinical and Molecular Metabolism, and Faculty of Medicine
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Male ,0301 basic medicine ,PREDICTION ,Endocrinology, Diabetes and Metabolism ,CHILDHOOD ,Autoimmunity ,ACTIVATION ,Transcriptome ,0302 clinical medicine ,Longitudinal Studies ,RISK ,Aged, 80 and over ,Sisätaudit - Internal medicine ,Middle Aged ,3. Good health ,Type 1 diabetes ,Disease Progression ,Female ,Birth cohort ,Adult ,FEASIBILITY ,Genotype ,030209 endocrinology & metabolism ,Ceramides ,Peripheral blood mononuclear cell ,Article ,Islets of Langerhans ,Young Adult ,03 medical and health sciences ,Metabolomics ,Immune system ,INFLAMMATION ,Lipidomics ,Internal Medicine ,medicine ,Humans ,Aged ,Autoantibodies ,Sphingolipids ,business.industry ,Sphingolipid metabolism ,Autoantibody ,Lipid metabolism ,Lipid Metabolism ,medicine.disease ,MICROBIOME ,Diabetes Mellitus, Type 1 ,030104 developmental biology ,Genome-scale metabolic modelling ,Peripheral blood mononuclear cells ,ANTIBODIES ,Immunology ,Leukocytes, Mononuclear ,3111 Biomedicine ,ISLET AUTOANTIBODIES ,business - Abstract
Aims/hypothesis Previous metabolomics studies suggest that type 1 diabetes is preceded by specific metabolic disturbances. The aim of this study was to investigate whether distinct metabolic patterns occur in peripheral blood mononuclear cells (PBMCs) of children who later develop pancreatic beta cell autoimmunity or overt type 1 diabetes. Methods In a longitudinal cohort setting, PBMC metabolomic analysis was applied in children who (1) progressed to type 1 diabetes (PT1D, n = 34), (2) seroconverted to ≥1 islet autoantibody without progressing to type 1 diabetes (P1Ab, n = 27) or (3) remained autoantibody negative during follow-up (CTRL, n = 10). Results During the first year of life, levels of most lipids and polar metabolites were lower in the PT1D and P1Ab groups compared with the CTRL group. Pathway over-representation analysis suggested alanine, aspartate, glutamate, glycerophospholipid and sphingolipid metabolism were over-represented in PT1D. Genome-scale metabolic models of PBMCs during type 1 diabetes progression were developed by using publicly available transcriptomics data and constrained with metabolomics data from our study. Metabolic modelling confirmed altered ceramide pathways, known to play an important role in immune regulation, as specifically associated with type 1 diabetes progression. Conclusions/interpretation Our data suggest that systemic dysregulation of lipid metabolism, as observed in plasma, may impact the metabolism and function of immune cells during progression to overt type 1 diabetes. Data availability The GEMs for PBMCs have been submitted to BioModels (www.ebi.ac.uk/biomodels/), under accession number MODEL1905270001. The metabolomics datasets and the clinical metadata generated in this study were submitted to MetaboLights (https://www.ebi.ac.uk/metabolights/), under accession number MTBLS1015.
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- 2020
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26. Metabolomic and proteomic profiling in bipolar disorder patients revealed potential molecular signatures related to hemostasis
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Henrique Caracho Ribeiro, Partho Sen, Alex Dickens, Elisa Castañeda Santa Cruz, Matej Orešič, and Alessandra Sussulini
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Proteomics ,Hemostasis ,Bipolar Disorder ,Endocrinology, Diabetes and Metabolism ,Case-Control Studies ,Clinical Biochemistry ,Humans ,Metabolomics ,Biochemistry - Abstract
Bipolar disorder (BD) is a mood disorder characterized by the occurrence of depressive episodes alternating with episodes of elevated mood (known as mania). There is also an increased risk of other medical comorbidities.This work uses a systems biology approach to compare BD treated patients with healthy controls (HCs), integrating proteomics and metabolomics data using partial correlation analysis in order to observe the interactions between altered proteins and metabolites, as well as proposing a potential metabolic signature panel for the disease.Data integration between proteomics and metabolomics was performed using GC-MS data and label-free proteomics from the same individuals (N = 13; 5 BD, 8 HC) using generalized canonical correlation analysis and partial correlation analysis, and then building a correlation network between metabolites and proteins. Ridge-logistic regression models were developed to stratify between BD and HC groups using an extended metabolomics dataset (N = 28; 14 BD, 14 HC), applying a recursive feature elimination for the optimal selection of the metabolites.Network analysis demonstrated links between proteins and metabolites, pointing to possible alterations in hemostasis of BD patients. Ridge-logistic regression model indicated a molecular signature comprising 9 metabolites, with an area under the receiver operating characteristic curve (AUROC) of 0.833 (95% CI 0.817-0.914).From our results, we conclude that several metabolic processes are related to BD, which can be considered as a multi-system disorder. We also demonstrate the feasibility of partial correlation analysis for integration of proteomics and metabolomics data in a case-control study setting.
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- 2022
27. Increased serum miR-193a-5p during non-alcoholic fatty liver disease progression: Diagnostic and mechanistic relevance
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Raluca Pais, Rachel Ostroff, Stephen Harrison, Lars Friis Mikkelsen, Elisabeth Erhardtsen, Sudha Shankar, Kimmo Porthan, Jérôme Boursier, Antonia Sinisi, Michael Kalutkiewicz, Sven Francque, Miljen Martic, Vanessa Pellegrinelli, Phil N. Newsome, Guido Hanauer, Hannele Yki-Järvinen, Rebecca Darlay, Joel Myers, Carla Yunis, Salvatore Petta, Mette Skalshøi Kjær, Pablo Ortiz, Ann K. Daly, James H. Clark, Dina Tiniakos, Yasaman Vali, Hadi Zafarmand, Matej Orešič, Maurizio Parola, Estelle Sandt, Lori L. Jennings, Matt Kelly, Tuulia Hyötyläinen, Detlef Schuppan, Céline Fournier, Chiara Rosso, Diane E. Shevell, Maria Manuela Tonini, Paul Hockings, Aidan McGlinchey, Salma Akhtar, Mette Juul Fisker, Morten A. Karsdal, Diane Whalley, Melissa R. Miller, Aldo Trylesinski, Mattias Ekstedt, Stefan Neubauer, Jeremy M. Palmer, Partho Sen, Michael Pavlides, Per Qvist, Isabel Fernández, Luca Miele, Fabio Marra, Stergios Kechagias, Richard Torstenson, Katherine Johnson, Jean-François Dufour, Elisabetta Bugianesi, M. Julia Brosnan, George V. Papatheodoridis, Kay M. Pepin, Daniel Guldager Kring Rasmussen, Henrik Landgren, Rachel Queen, Simon Cockell, Michael Allison, Patrick M.M. Bossuyt, Rocío Gallego-Durán, Christian Rosenquist, Leigh Alexander, Elizabeth Shumbayawonda, Michele Vacca, Antonio Vidal-Puig, David Wenn, Rémy Hanf, Oscar Millet, Michalina Zatorska, R. Myers, José M. Mato, Jenny Lee, Theresa Tuthill, James Twiss, Ramy Younes, Peter Leary, Lynda Doward, Kristy Wonders, Guruprasad P. Aithal, Sarah Charlton, Vlad Ratziu, Cecília M. P. Rodrigues, Christian Trautwein, Helena Cortez-Pinto, Gideon Ho, Matt J. Barter, Judith Ertle, Jörn M. Schattenberg, Maria-Magdalena Balp, Yang-Lin Liu, Clifford A. Brass, Olivier Govaere, Amalia Gastaldelli, Sergio Rodriguez Cuenca, Pierre Chaumat, Fiona Oakley, Luca Valenti, Simon J. Cockell, Saskia W.C. van Mil, Ferenc E. Mózes, Andreas Geier, Timothy Hardy, Pierre Bedossa, Andrea Dennis, Richard L. Ehman, Charlotte Erpicum, Karine Clément, Jeremy F. L. Cobbold, Christopher P. Day, Rajarshi Banerjee, Manuel Romero-Gómez, Quentin M. Anstee, Adriaan G. Holleboom, Heather J. Cordell, Kevin L. Duffin, Diana Julie Leeming, Epidemiology and Data Science, APH - Methodology, APH - Personalized Medicine, Vascular Medicine, ACS - Diabetes & metabolism, AGEM - Amsterdam Gastroenterology Endocrinology Metabolism, APH - Aging & Later Life, ARD - Amsterdam Reproduction and Development, Graduate School, Investigators, LITMUS Consortium, Johnson K., Leary P.J., Govaere O., Barter M.J., Charlton S.H., Cockell S.J., Tiniakos D., Zatorska M., Bedossa P., Brosnan M.J., Cobbold J.F., Ekstedt M., Aithal G.P., Clement K., Schattenberg J.M., Boursier J., Ratziu V., Bugianesi E., Anstee Q.M., Daly A.K., Clark J., Cordell H.J., Darlay R., Day C.P., Hardy T., Liu Y.-L., Oakley F., Palmer J., Queen R., Wonders K., Bossuyt P.M., Holleboom A.G., Zafarmand H., Vali Y., Lee J., Pais R., Schuppan D., Allison M., Cuenca S.R., Pellegrinelli V., Vacca M., Vidal-Puig A., Hyotylainen T., McGlinchey A., Oresic M., Sen P., Mato J., Millet O., Dufour J.-F., Harrison S., Neubauer S., Pavlides M., Mozes F., Akhtar S., Banerjee R., Kelly M., Shumbayawonda E., Dennis A., Erpicum C., Romero-Gomez M., Gallego-Duran R., Fernandez I., Karsdal M., Leeming D., Fisker M.J., Erhardtsen E., Rasmussen D., Qvist P., Sinisi A., Sandt E., Tonini M.M., Parola M., Rosso C., Marra F., Gastaldelli A., Francque S., Kechagias S., Yki-Jarvinen H., Porthan K., van Mil S., Papatheodoridis G., Cortez-Pinto H., Valenti L., Petta S., Miele L., Geier A., Trautwein C., Hockings P., Newsome P., Wenn D., Pereira Rodrigues C.M., Hanf R., Chaumat P., Rosenquist C., Trylesinski A., Ortiz P., Duffin K., Yunis C., Miller M., Tuthill T., Ertle J., Younes R., Alexander L., Ostroff R., Kjaer M.S., Mikkelsen L.F., Brass C., Jennings L., Balp M.-M., Martic M., Hanauer G., Shankar S., Torstenson R., Fournier C., Ehman R., Kalutkiewicz M., Pepin K., Myers J., Shevell D., Ho G., Landgren H., Myers R., Doward L., Whalley D., Twiss J., Miller, Melissa, Tuthill, Theresa, Ertle, Judith, Younes, Ramy, Alexander, Leigh, Ostroff, Rachel, Kjær, Mette Skalshøi, Mikkelsen, Lars Friis, Brass, Clifford, Jennings, Lori, Balp, Maria-Magdalena, Martic, Miljen, Hanauer, Guido, Shankar, Sudha, Torstenson, Richard, Fournier, Céline, Ehman, Richard, Kalutkiewicz, Michael, Pepin, Kay, Myers, Joel, Shevell, Diane, Ho, Gideon, Landgren, Henrik, Myers, Rob, Doward, Lynda, Whalley, Diane, Twiss, James, Clark, James, Cordell, Heather J., Darlay, Rebecca, Day, Christopher P., Hardy, Tim, Liu, Yang-Lin, Oakley, Fiona, Palmer, Jeremy, Queen, Rachel, Wonders, Kristy, Bossuyt, Patrick M., Holleboom, Adriaan G., Zafarmand, Hadi, Vali, Yasaman, Lee, Jenny, Clement, Karine, Pais, Raluca, Schuppan, Detlef, Allison, Michael, Cuenca, Sergio Rodriguez, Pellegrinelli, Vanessa, Vacca, Michele, Vidal-Puig, Antonio, Hyötyläinen, Tuulia, McGlinchey, Aidan, Orešič, Matej, Sen, Partho, Mato, Jose, Millet, Óscar, Dufour, Jean-Francois, Harrison, Stephen, Neubauer, Stefan, Pavlides, Michael, Mozes, Ferenc, Akhtar, Salma, Banerjee, Rajarshi, Kelly, Matt, Shumbayawonda, Elizabeth, Dennis, Andrea, Erpicum, Charlotte, Romero-Gomez, Manuel, Gallego-Durán, Rocío, Fernández, Isabel, Karsdal, Morten, Leeming, Diana, Fisker, Mette Juul, Erhardtsen, Elisabeth, Rasmussen, Daniel, Qvist, Per, Sinisi, Antonia, Sandt, Estelle, Tonini, Maria Manuela, Parola, Maurizio, Rosso, Chiara, Marra, Fabio, Gastaldelli, Amalia, Francque, Sven, Kechagias, Stergios, Yki-Järvinen, Hannele, Porthan, Kimmo, van Mil, Saskia, Papatheodoridis, George, Cortez-Pinto, Helena, Valenti, Luca, Petta, Salvatore, Miele, Luca, Geier, Andreas, Trautwein, Christian, Hockings, Paul, Newsome, Phil, Wenn, David, Pereira Rodrigues, Cecília Maria, Hanf, Rémy, Chaumat, Pierre, Rosenquist, Christian, Trylesinski, Aldo, Ortiz, Pablo, Duffin, Kevin, and Yunis, Carla
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SCORING SYSTEM ,CPM, counts per million ,AUROC, area under the receiver operating characteristic ,RC799-869 ,AST, aspartate aminotransferase ,MicroRNA ,Non-alcoholic fatty liver disease ,Biomarker ,Sequencing ,TGF-β, transforming growth factor-beta ,Gastroenterology ,STEATOHEPATITIS ,Liver disease ,0302 clinical medicine ,Fibrosis ,miRNA, microRNA ,logFC, log2 fold change ,FIBROSIS ,Immunology and Allergy ,0303 health sciences ,education.field_of_study ,NAS, NAFLD activity score ,medicine.diagnostic_test ,Fatty liver ,GTEx, Genotype-Tissue Expression ,Diseases of the digestive system. Gastroenterology ,3. Good health ,Real-time polymerase chain reaction ,Biomarker, MicroRNA, Non-alcoholic fatty liver disease, Sequencing ,Liver biopsy ,ACID ,Biomarker (medicine) ,030211 gastroenterology & hepatology ,Life Sciences & Biomedicine ,Research Article ,EXPRESSION ,medicine.medical_specialty ,NAFLD, non-alcoholic fatty liver disease ,NASH, non-alcoholic steatohepatitis ,Population ,Gastroenterology and Hepatology ,SAF, steatosis–activity–fibrosis ,VALIDATION ,ER, endoplasmic reticulum ,03 medical and health sciences ,cDNA, complementary DNA ,Internal medicine ,ALT, alanine aminotransferase ,Gastroenterologi ,Internal Medicine ,medicine ,NAFL, non-alcoholic fatty liver ,ALGORITHM ,FIB-4, fibrosis-4 ,education ,030304 developmental biology ,PCA, principal component analysis ,Science & Technology ,Gastroenterology & Hepatology ,Hepatology ,business.industry ,FC, fold change ,medicine.disease ,digestive system diseases ,FLIP, fatty liver inhibition of progression ,Ct, cycle threshold ,Steatosis ,qPCR, quantitative PCR ,business - Abstract
Background & Aims Serum microRNA (miRNA) levels are known to change in non-alcoholic fatty liver disease (NAFLD) and may serve as useful biomarkers. This study aimed to profile miRNAs comprehensively at all NAFLD stages. Methods We profiled 2,083 serum miRNAs in a discovery cohort (183 cases with NAFLD representing the complete NAFLD spectrum and 10 population controls). miRNA libraries generated by HTG EdgeSeq were sequenced by Illumina NextSeq. Selected serum miRNAs were profiled in 372 additional cases with NAFLD and 15 population controls by quantitative reverse transcriptase PCR. Results Levels of 275 miRNAs differed between cases and population controls. Fewer differences were seen within individual NAFLD stages, but miR-193a-5p consistently showed increased levels in all comparisons. Relative to NAFL/non-alcoholic steatohepatitis (NASH) with mild fibrosis (stage 0/1), 3 miRNAs (miR-193a-5p, miR-378d, and miR378d) were increased in cases with NASH and clinically significant fibrosis (stages 2–4), 7 (miR193a-5p, miR-378d, miR-378e, miR-320b, miR-320c, miR-320d, and miR-320e) increased in cases with NAFLD activity score (NAS) 5–8 compared with lower NAS, and 3 (miR-193a-5p, miR-378d, and miR-378e) increased but 1 (miR-19b-3p) decreased in steatosis, activity, and fibrosis (SAF) activity score 2–4 compared with lower SAF activity. The significant findings for miR-193a-5p were replicated in the additional cohort with NAFLD. Studies in Hep G2 cells showed that following palmitic acid treatment, miR-193a-5p expression decreased significantly. Gene targets for miR-193a-5p were investigated in liver RNAseq data for a case subgroup (n = 80); liver GPX8 levels correlated positively with serum miR-193a-5p. Conclusions Serum miR-193a-5p levels correlate strongly with NAFLD activity grade and fibrosis stage. MiR-193a-5p may have a role in the hepatic response to oxidative stress and is a potential clinically tractable circulating biomarker for progressive NAFLD. Lay summary MicroRNAs (miRNAs) are small pieces of nucleic acid that may turn expression of genes on or off. These molecules can be detected in the blood circulation, and their levels in blood may change in liver disease including non-alcoholic fatty liver disease (NAFLD). To see if we could detect specific miRNA associated with advanced stages of NAFLD, we carried out miRNA sequencing in a group of 183 patients with NAFLD of varying severity together with 10 population controls. We found that a number of miRNAs showed changes, mainly increases, in serum levels but that 1 particular miRNA miR-193a-5p consistently increased. We confirmed this increase in a second group of cases with NAFLD. Measuring this miRNA in a blood sample may be a useful way to determine whether a patient has advanced NAFLD without an invasive liver biopsy., Graphical abstract, Highlights • Serum miRNA was sequenced in 183 NAFLD cases of varying severity and 10 population controls. • Plasma levels of miR-193a-5p were significantly increased in patients with advanced fibrosis, high NAS scores, or high SAF scores. • Other miRNAs including miR378d and miR378e were also significantly increased in certain comparisons. • The findings for miR-193a-5p were replicated in a cohort of 372 additional NAFLD cases.
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- 2022
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28. Exposure to environmental contaminants is associated with altered hepatic lipid metabolism in non-alcoholic fatty liver disease
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Thomas F. Webster, Sirkku Jäntti, Panu K. Luukkonen, Hannele Yki-Järvinen, Sami Qadri, Jennifer J. Schlezinger, Partho Sen, Tuulia Hyötyläinen, Oddny Ragnarsdottir, Johanna Arola, Matej Orešič, Aidan McGlinchey, Anne Juuti, Department of Medicine, HUS Internal Medicine and Rehabilitation, Division of Pharmaceutical Chemistry and Technology, Faculty of Pharmacy, HUS Abdominal Center, II kirurgian klinikka, Department of Pathology, and HUSLAB
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Male ,Fatty Acids, Nonesterified ,SERUM ,Cohort Studies ,STEATOHEPATITIS ,Mice ,0302 clinical medicine ,Non-alcoholic Fatty Liver Disease ,Fibrosis ,Amino Acids ,0303 health sciences ,INSULIN-RESISTANCE ,Bile acid ,Fatty liver ,PFOA ,Middle Aged ,Lipidome ,3. Good health ,Female ,metabolome ,non-alcoholic steatohepatitis ,Adult ,EXPRESSION ,medicine.medical_specialty ,SEX-DIFFERENCES ,medicine.drug_class ,Carbohydrate metabolism ,exposome ,03 medical and health sciences ,lipidome ,Internal medicine ,medicine ,Metabolome ,Animals ,Humans ,bile acid ,NHANES ,chemical exposure ,030304 developmental biology ,Hepatology ,business.industry ,fibrosis ,Lipid metabolism ,Environmental Exposure ,Metabolism ,metabolic pathway ,Lipid Metabolism ,medicine.disease ,Disease Models, Animal ,perfluorinated alkyl substance ,Endocrinology ,3121 General medicine, internal medicine and other clinical medicine ,business ,030217 neurology & neurosurgery ,BILE-ACID - Abstract
Background & aims: Recent experimental models and epidemiological studies suggest that specific environmental contaminants (ECs) contribute to the initiation and pathology of nonalcoholic fatty liver disease (NAFLD). However, the underlying mechanisms linking EC exposure with NAFLD remain poorly understood and there is no data on their impact on the human liver metabolome. Herein, we hypothesized that exposure to ECs, particularly perfluorinated alkyl substances (PFAS), impacts liver metabolism, specifically bile acid metabolism. Methods: In a well-characterized human NAFLD cohort of 105 individuals, we investigated the effects of EC exposure on liver metabolism. We characterized the liver (via biopsy) and circulating metabolomes using 4 mass spectrometry-based analytical platforms, and measured PFAS and other ECs in serum. We subsequently compared these results with an exposure study in a PPARa-humanized mouse model. Results: PFAS exposure appears associated with perturbation of key hepatic metabolic pathways previously found altered in NAFLD, particularly those related to bile acid and lipid metabolism. We identified stronger associations between the liver metabolome, chemical exposure and NAFLD-associated clinical variables (liver fat content, HOMA-IR), in females than males. Specifically, we observed PFAS-associated upregulation of bile acids, triacylglycerols and ceramides, and association between chemical exposure and dysregulated glucose metabolism in females. The murine exposure study further corroborated our findings, vis-a-vis a sex-specific association between PFAS exposure and NAFLD-associated lipid changes. Conclusions: Females may be more sensitive to the harmful impacts of PFAS. Lipid-related changes subsequent to PFAS exposure may be secondary to the interplay between PFAS and bile acid metabolism. Lay summary: There is increasing evidence that specific environmental contaminants, such as perfluorinated alkyl substances (PFAS), contribute to the progression of non-alcoholic fatty liver disease (NAFLD). However, it is poorly understood how these chemicals impact human liver metabolism. Here we show that human exposure to PFAS impacts metabolic processes associated with NAFLD, and that the effect is different in females and males. (C) 2021 The Author(s). Published by Elsevier B.V. on behalf of European Association for the Study of the Liver.
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- 2022
29. Glycomic and Glycoproteomic Techniques in Neurodegenerative Disorders and Neurotrauma: Towards Personalized Markers
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Firas Kobeissy, Abir Kobaisi, Wenjing Peng, Chloe Barsa, Mona Goli, Ahmad Sibahi, Samer El Hayek, Samar Abdelhady, Muhammad Ali Haidar, Mirna Sabra, Matej Orešič, Giancarlo Logroscino, Stefania Mondello, Ali H. Eid, and Yehia Mechref
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neuropsychiatric disorders ,proteomics ,Proteome ,glycosylation ,QH301-705.5 ,post-translational modifications ,Humans ,neurodegenerative diseases ,General Medicine ,Biology (General) ,Glycomics ,Biomarkers - Abstract
The proteome represents all the proteins expressed by a genome, a cell, a tissue, or an organism at any given time under defined physiological or pathological circumstances. Proteomic analysis has provided unparalleled opportunities for the discovery of expression patterns of proteins in a biological system, yielding precise and inclusive data about the system. Advances in the proteomics field opened the door to wider knowledge of the mechanisms underlying various post-translational modifications (PTMs) of proteins, including glycosylation. As of yet, the role of most of these PTMs remains unidentified. In this state-of-the-art review, we present a synopsis of glycosylation processes and the pathophysiological conditions that might ensue secondary to glycosylation shortcomings. The dynamics of protein glycosylation, a crucial mechanism that allows gene and pathway regulation, is described. We also explain how—at a biomolecular level—mutations in glycosylation-related genes may lead to neuropsychiatric manifestations and neurodegenerative disorders. We then analyze the shortcomings of glycoproteomic studies, putting into perspective their downfalls and the different advanced enrichment techniques that emanated to overcome some of these challenges. Furthermore, we summarize studies tackling the association between glycosylation and neuropsychiatric disorders and explore glycoproteomic changes in neurodegenerative diseases, including Alzheimer’s disease, Parkinson’s disease, Huntington disease, multiple sclerosis, and amyotrophic lateral sclerosis. We finally conclude with the role of glycomics in the area of traumatic brain injury (TBI) and provide perspectives on the clinical application of glycoproteomics as potential diagnostic tools and their application in personalized medicine.
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- 2022
30. Impact of Extensively Hydrolyzed Infant Formula on Circulating Lipids During Early Life
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Santosh, Lamichhane, Heli, Siljander, Marja, Salonen, Terhi, Ruohtula, Suvi M, Virtanen, Jorma, Ilonen, Tuulia, Hyötyläinen, Mikael, Knip, and Matej, Orešič
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Current evidence suggests that the composition of infant formula (IF) affects the gut microbiome, intestinal function, and immune responses during infancy. However, the impact of IF on circulating lipid profiles in infants is still poorly understood. The objectives of this study were to (1) investigate how extensively hydrolyzed IF impacts serum lipidome compared to conventional formula and (2) to associate changes in circulatory lipids with gastrointestinal biomarkers including intestinal permeability.In a randomized, double-blind controlled nutritional intervention study (Concentrations of sphingomyelins were higher in the HF group as compared to the RF group. Triacylglycerols (TGs) containing saturated and monounsaturated fatty acyl chains were found in higher levels in the HF group at 3 months, but downregulated at 9 and 12 months of age. LM ratio was lower in the HF group at 9 months of age. In the RF group, the LM ratio was positively associated with ether-linked lipids. Such an association was, however, not observed in the HF group.Our study suggests that HF intervention changes the circulating lipidome, including those lipids previously found to be associated with progression to islet autoimmunity or overt T1D.[Clinicaltrials.gov], identifier [NCT01735123].
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- 2022
31. Traumatic brain injury : progress and challenges in prevention, clinical care, and research
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Andrew I R Maas, David K Menon, Geoffrey T Manley, Mathew Abrams, Cecilia Åkerlund, Nada Andelic, Marcel Aries, Tom Bashford, Michael J Bell, Yelena G Bodien, Benjamin L Brett, András Büki, Randall M Chesnut, Giuseppe Citerio, David Clark, Betony Clasby, D Jamie Cooper, Endre Czeiter, Marek Czosnyka, Kristen Dams-O'Connor, Véronique De Keyser, Ramon Diaz-Arrastia, Ari Ercole, Thomas A van Essen, Éanna Falvey, Adam R Ferguson, Anthony Figaji, Melinda Fitzgerald, Brandon Foreman, Dashiell Gantner, Guoyi Gao, Joseph Giacino, Benjamin Gravesteijn, Fabian Guiza, Deepak Gupta, Mark Gurnell, Juanita A Haagsma, Flora M Hammond, Gregory Hawryluk, Peter Hutchinson, Mathieu van der Jagt, Sonia Jain, Swati Jain, Ji-yao Jiang, Hope Kent, Angelos Kolias, Erwin J O Kompanje, Fiona Lecky, Hester F Lingsma, Marc Maegele, Marek Majdan, Amy Markowitz, Michael McCrea, Geert Meyfroidt, Ana Mikolić, Stefania Mondello, Pratik Mukherjee, David Nelson, Lindsay D Nelson, Virginia Newcombe, David Okonkwo, Matej Orešič, Wilco Peul, Dana Pisică, Suzanne Polinder, Jennie Ponsford, Louis Puybasset, Rahul Raj, Chiara Robba, Cecilie Røe, Jonathan Rosand, Peter Schueler, David J Sharp, Peter Smielewski, Murray B Stein, Nicole von Steinbüchel, William Stewart, Ewout W Steyerberg, Nino Stocchetti, Nancy Temkin, Olli Tenovuo, Alice Theadom, Ilias Thomas, Abel Torres Espin, Alexis F Turgeon, Andreas Unterberg, Dominique Van Praag, Ernest van Veen, Jan Verheyden, Thijs Vande Vyvere, Kevin K W Wang, Eveline J A Wiegers, W Huw Williams, Lindsay Wilson, Stephen R Wisniewski, Alexander Younsi, John K Yue, Esther L Yuh, Frederick A Zeiler, Marina Zeldovich, Roger Zemek, InTBIR Participants and Investigators, Maas, A, Menon, D, Manley, G, Abrams, M, Åkerlund, C, Andelic, N, Aries, M, Bashford, T, Bell, M, Bodien, Y, Brett, B, Büki, A, Chesnut, R, Citerio, G, Clark, D, Clasby, B, Cooper, D, Czeiter, E, Czosnyka, M, Dams-O'Connor, K, De Keyser, V, Diaz-Arrastia, R, Ercole, A, van Essen, T, Falvey, É, Ferguson, A, Figaji, A, Fitzgerald, M, Foreman, B, Gantner, D, Gao, G, Giacino, J, Gravesteijn, B, Guiza, F, Gupta, D, Gurnell, M, Haagsma, J, Hammond, F, Hawryluk, G, Hutchinson, P, van der Jagt, M, Jain, S, Jiang, J, Kent, H, Kolias, A, Kompanje, E, Lecky, F, Lingsma, H, Maegele, M, Majdan, M, Markowitz, A, Mccrea, M, Meyfroidt, G, Mikolić, A, Mondello, S, Mukherjee, P, Nelson, D, Nelson, L, Newcombe, V, Okonkwo, D, Orešič, M, Peul, W, Pisică, D, Polinder, S, Ponsford, J, Puybasset, L, Raj, R, Robba, C, Røe, C, Rosand, J, Schueler, P, Sharp, D, Smielewski, P, Stein, M, von Steinbüchel, N, Stewart, W, Steyerberg, E, Stocchetti, N, Temkin, N, Tenovuo, O, Theadom, A, Thomas, I, Espin, A, Turgeon, A, Unterberg, A, Van Praag, D, van Veen, E, Verheyden, J, Vyvere, T, Wang, K, Wiegers, E, Williams, W, Wilson, L, Wisniewski, S, Younsi, A, Yue, J, Yuh, E, Zeiler, F, Zeldovich, M, Zemek, R, RS: MHeNs - R1 - Cognitive Neuropsychiatry and Clinical Neuroscience, Intensive Care, and MUMC+: MA Medische Staf IC (9)
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NEUROTRAUMA EFFECTIVENESS RESEARCH ,OUTCOME PREDICTION ,PREHOSPITAL TRIAGE TOOLS ,COMMON DATA ELEMENTS ,Violence ,INTENSIVE-CARE ,CEREBRAL PERFUSION-PRESSURE ,POSTTRAUMATIC-STRESS-DISORDER ,Cost of Illness ,LIFE-SUSTAINING THERAPY ,CT HEAD RULE ,Brain Injuries, Traumatic ,Humans ,Neurology (clinical) ,MAJOR TRAUMA ,Human medicine ,Sports - Abstract
Traumatic brain injury (TBI) has the highest incidence of all common neurological disorders, and poses a substantial public health burden. TBI is increasingly documented not only as an acute condition but also as a chronic disease with long-term consequences, including an increased risk of late-onset neurodegeneration. The first Lancet Neurology Commission on TBI, published in 2017, called for a concerted effort to tackle the global health problem posed by TBI. Since then, funding agencies have supported research both in high-income countries (HICs) and in low-income and middle-income countries (LMICs). In November 2020, the World Health Assembly, the decision-making body of WHO, passed resolution WHA73.10 for global actions on epilepsy and other neurological disorders, and WHO launched the Decade for Action on Road Safety plan in 2021. New knowledge has been generated by large observational studies, including those conducted under the umbrella of the International Traumatic Brain Injury Research (InTBIR) initiative, established as a collaboration of funding agencies in 2011. InTBIR has also provided a huge stimulus to collaborative research in TBI and has facilitated participation of global partners. The return on investment has been high, but many needs of patients with TBI remain unaddressed. This update to the 2017 Commission presents advances and discusses persisting and new challenges in prevention, clinical care, and research.
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- 2022
32. Cord serum metabolic signatures of future progression to immune-mediated diseases
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Tuulia Hyötyläinen, Bagavathy Shanmugam Karthikeyan, Tannaz Ghaffarzadegan, Eric W. Triplett, Matej Orešič, and Johnny Ludvigsson
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Multidisciplinary - Published
- 2023
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33. Potential Transdiagnostic Lipid Mediators of Inflammatory Activity in Individuals With Serious Mental Illness
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Ulrika Hylén, Aidan McGlinchey, Matej Orešič, Susanne Bejerot, Mats B. Humble, Eva Särndahl, Tuulia Hyötyläinen, and Daniel Eklund
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Psychiatry ,business.industry ,RC435-571 ,Inflammation ,Inflammasome ,Lipid metabolism ,Mental illness ,medicine.disease ,Proinflammatory cytokine ,schizophrenia ,obsessive-compulsive disorder ,Psychiatry and Mental health ,mental disorder (disease) ,inflammation ,Immunology ,Lipidomics ,Cohort ,medicine ,autism spectrum disorder (ASD) ,lipidomics ,medicine.symptom ,business ,Neuroinflammation ,medicine.drug ,Original Research - Abstract
Mental disorders are heterogeneous and psychiatric comorbidities are common. Previous studies have suggested a link between inflammation and mental disorders. This link can manifest as increased levels of proinflammatory mediators in circulation and as signs of neuroinflammation. Furthermore, there is strong evidence that individuals suffering from psychiatric disorders have increased risk of developing metabolic comorbidities. Our group has previously shown that, in a cohort of low-functioning individuals with serious mental disorders, there is increased expression of genes associated with the NLRP3 inflammasome, a known sensor of metabolic perturbations, as well as increased levels of IL-1-family cytokines. In the current study, we set out to explore the interplay between disease-specific changes in lipid metabolism and known markers of inflammation. To this end, we performed mass spectrometry-based lipidomic analysis of plasma samples from low-functioning individuals with serious mental disorders (n = 39) and matched healthy controls (n = 39). By identifying non-spurious immune-lipid associations, we derived a partial correlation network of inflammatory markers and molecular lipids. We identified levels of lipids as being altered between individuals with serious mental disorders and controls, showing associations between lipids and inflammatory mediators, e.g., osteopontin and IL-1 receptor antagonist. These results indicate that, in low-functioning individuals with serious mental disorders, changes in specific lipids associate with immune mediators that are known to affect neuroinflammatory diseases.
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- 2021
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34. Human and preclinical studies of the host–gut microbiome co-metabolite hippurate as a marker and mediator of metabolic health
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Petros Andrikopoulos, Fatima Djouadi, Lesley Hoyles, Trine Nielsen, Matej Orešič, Karine Clément, Nicolas Pons, Andrea Rodriguez-Martinez, Sofia K. Forslund, Gwen Falony, Francois Brial, Stanislav Dusko Ehrlich, Tuulia Hyötyläinen, Dominique Gauguier, Peer Bork, Marc-Emmanuel Dumas, Michael Olanipekun, Ana Luisa Neves, Jeroen Raes, Julien Chilloux, Jeremy K. Nicholson, Sara Vieira-Silva, Torben Hansen, Emmanuelle Le-chatelier, Aurélie Le Lay, Oluf Pedersen, Ghiwa Ishac Mouawad, Toxicité environnementale, cibles thérapeutiques, signalisation cellulaire (T3S - UMR_S 1124), Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité), Imperial College London, University of Copenhagen = Københavns Universitet (UCPH), Catholic University of Leuven - Katholieke Universiteit Leuven (KU Leuven), Nottingham Trent University, Centre de Recherche des Cordeliers (CRC (UMR_S_1138 / U1138)), École Pratique des Hautes Études (EPHE), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Sorbonne Université (SU)-Université Paris Cité (UPCité), MetaGenoPolis (MGP (US 1367)), Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Max Delbrück Centrum für Molekulare Medizin (MDC), Örebro University, Unité de Recherche sur les Maladies Cardiovasculaires, du Métabolisme et de la Nutrition = Research Unit on Cardiovascular and Metabolic Diseases (ICAN), Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Sorbonne Université (SU)-Institut de Cardiométabolisme et Nutrition = Institute of Cardiometabolism and Nutrition [CHU Pitié Salpêtrière] (IHU ICAN), CHU Pitié-Salpêtrière [AP-HP], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-CHU Pitié-Salpêtrière [AP-HP], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU), European Molecular Biology Laboratory [Heidelberg] (EMBL), King‘s College London, Vlaams Instituut voor Biotechnologie [Ghent, Belgique] (VIB), McGill University = Université McGill [Montréal, Canada], Metabolic functional (epi)genomics and molecular mechanisms involved in type 2 diabetes and related diseases - UMR 8199 - UMR 1283 (EGENODIA (GI3M)), Institut Pasteur de Lille, Réseau International des Instituts Pasteur (RIIP)-Réseau International des Instituts Pasteur (RIIP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Lille-Centre National de la Recherche Scientifique (CNRS), ANR-16-IDEX-0004,ULNE,ULNE(2016), ANR-18-IBHU-0001,PreciDIAB,PreciDIAB Institute, the holistic approach of personal diabets care(2018), Centre National de la Recherche Scientifique (CNRS)-Université de Paris (UP)-Institut National de la Santé et de la Recherche Médicale (INSERM), University of Copenhagen = Københavns Universitet (KU), École pratique des hautes études (EPHE), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Sorbonne Université (SU)-Université de Paris (UP), Max-Delbrück-Centrum für Molekulare Medizin [Berlin, Germany] (MDC), Unité de Recherche sur les Maladies Cardiovasculaires, du Métabolisme et de la Nutrition = Institute of cardiometabolism and nutrition (ICAN), Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-CHU Pitié-Salpêtrière [AP-HP], Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU), Sorbonne Université (SU)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP), Metabolic functional (epi)genomics and molecular mechanisms involved in type 2 diabetes and related diseases - UMR 8199 - UMR 1283 (GI3M), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Lille-Centre National de la Recherche Scientifique (CNRS)-Institut Pasteur de Lille, Réseau International des Instituts Pasteur (RIIP)-Réseau International des Instituts Pasteur (RIIP), Dumas, Marc-Emmanuel, Medical Research Council (MRC), and Commission of the European Communities
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Male ,0301 basic medicine ,obesity ,Magnetic Resonance Spectroscopy ,IMPACT ,Denmark ,Metabolite ,Saturated fat ,[SDV]Life Sciences [q-bio] ,DIVERSITY ,intestinal microbiology ,Urine ,PHENOTYPE ,SERUM ,Mice ,chemistry.chemical_compound ,0302 clinical medicine ,RICHNESS ,Prevotella ,Gut Microbiota ,colonic microflora ,2. Zero hunger ,[SDV.MHEP.EM] Life Sciences [q-bio]/Human health and pathology/Endocrinology and metabolism ,biology ,Hippurates ,Gastroenterology ,Biodiversity ,Middle Aged ,[SDV.MHEP.EM]Life Sciences [q-bio]/Human health and pathology/Endocrinology and metabolism ,CATALOG ,Phenotype ,030220 oncology & carcinogenesis ,Metabolome ,Female ,Enterotype ,Life Sciences & Biomedicine ,medicine.medical_specialty ,[CHIM.ANAL] Chemical Sciences/Analytical chemistry ,GENES ,glucose metabolism ,Context (language use) ,Carbohydrate metabolism ,DIET ,03 medical and health sciences ,[CHIM.ANAL]Chemical Sciences/Analytical chemistry ,Internal medicine ,REVEALS ,medicine ,Animals ,Humans ,Science & Technology ,Gastroenterology & Hepatology ,1103 Clinical Sciences ,biology.organism_classification ,Gastrointestinal Microbiome ,030104 developmental biology ,Endocrinology ,chemistry ,Cardiovascular and Metabolic Diseases ,1114 Paediatrics and Reproductive Medicine ,RAT ,Metagenomics ,Bacteroides ,Biomarkers - Abstract
ObjectiveGut microbial products are involved in regulation of host metabolism. In human and experimental studies, we explored the potential role of hippurate, a hepatic phase 2 conjugation product of microbial benzoate, as a marker and mediator of metabolic health.DesignIn 271 middle-aged non-diabetic Danish individuals, who were stratified on habitual dietary intake, we applied 1H-nuclear magnetic resonance (NMR) spectroscopy of urine samples and shotgun-sequencing-based metagenomics of the gut microbiome to explore links between the urine level of hippurate, measures of the gut microbiome, dietary fat and markers of metabolic health. In mechanistic experiments with chronic subcutaneous infusion of hippurate to high-fat-diet-fed obese mice, we tested for causality between hippurate and metabolic phenotypes.ResultsIn the human study, we showed that urine hippurate positively associates with microbial gene richness and functional modules for microbial benzoate biosynthetic pathways, one of which is less prevalent in the Bacteroides 2 enterotype compared with Ruminococcaceae or Prevotella enterotypes. Through dietary stratification, we identify a subset of study participants consuming a diet rich in saturated fat in which urine hippurate concentration, independently of gene richness, accounts for links with metabolic health. In the high-fat-fed mice experiments, we demonstrate causality through chronic infusion of hippurate (20 nmol/day) resulting in improved glucose tolerance and enhanced insulin secretion.ConclusionOur human and experimental studies show that a high urine hippurate concentration is a general marker of metabolic health, and in the context of obesity induced by high-fat diets, hippurate contributes to metabolic improvements, highlighting its potential as a mediator of metabolic health.
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- 2021
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35. Metabolic signatures across the full spectrum of non-alcoholic fatty liver disease
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Aidan J. McGlinchey, Olivier Govaere, Dawei Geng, Vlad Ratziu, Michael Allison, Jerome Bousier, Salvatore Petta, Claudia de Oliviera, Elisabetta Bugianesi, Jörn M. Schattenberg, Ann K. Daly, Tuulia Hyötyläinen, Quentin M. Anstee, Matej Orešič, McGlinchey, Aidan J, Govaere, Olivier, Geng, Dawei, Ratziu, Vlad, Allison, Michael, Bousier, Jerome, Petta, Salvatore, de Oliviera, Claudia, Bugianesi, Elisabetta, Schattenberg, Jörn M, Daly, Ann K, Hyötyläinen, Tuulia, Anstee, Quentin M, Orešič, Matej, Govaere, Olivier [0000-0002-4426-6930], Allison, Michael [0000-0003-3677-3294], Bugianesi, Elisabetta [0000-0002-0502-4381], Schattenberg, Jörn M [0000-0002-4224-4703], and Apollo - University of Cambridge Repository
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ALT ,type 2 diabetes mellitus ,ROC, receiving operator characteristic ,aspartate aminotransferase ,HSD ,LDL, low-density lipoprotein ,UHPLC, ultrahigh-performance liquid chromatography ,ROC ,HCC ,Non-alcoholic steatohepatitis ,GC ,PCA ,NASH ,Gastroenterology ,2-HB, 2-hydroxybutanoic acid ,3-HB, 3-hydroxybutanoic acid ,ALT, alanine aminotransferase ,AST, aspartate aminotransferase ,CE, cholesterol ester ,Cer, ceramide ,FFA, free fatty acid ,FLIP, Fatty Liver Inhibition of Progression ,Fibrosis ,GC, gas chromatography ,HCC, hepatocellular carcinoma ,HSD, honest significant difference ,LC, lipid cluster ,LM, lipid and metabolite ,LMC, lipid, metabolite, and clinical variable ,LPC, lysophosphatidylcholine ,Lipidomics ,Mass spectrometry ,Metabolomics ,NAFL, non-alcoholic fatty liver ,NAFLD, non-alcoholic fatty liver disease ,NAS, NASH activity score ,NASH, non-alcoholic steatohepatitis ,NIDDK NASH-CRN, National Institute of Digestive Diseases and Kidney NASH Clinical Research Network ,NRR, non-rejection rate ,PC(O), ether PC ,PC, phosphatidylcholine ,PCA, principal component analysis ,PE, phosphatidylethanolamine ,QTOFMS, quadrupole-time-of-flight mass spectrometry ,SAF, steatosis, activity, and fibrosis ,SM, sphingomyelin ,T2DM, type 2 diabetes mellitus ,TG, triacylglycerol ,SAF ,honest significant difference ,non-rejection rate ,cholesterol ester ,PC ,PE ,free fatty acid ,FLIP ,BIOMARKERS ,T2DM ,LDL ,lipid ,NAFLD ,2-HB ,LMC ,phosphatidylcholine ,Science & Technology ,Gastroenterology & Hepatology ,activity ,nutritional and metabolic diseases ,ACIDS ,receiving operator characteristic ,digestive system diseases ,quadrupole-time-of-flight mass spectrometry ,low-density lipoprotein ,NAS ,QTOFMS ,ether PC ,NRR ,SCORING SYSTEM ,principal component analysis ,gas chromatography ,LC ,2-hydroxybutanoic acid ,PROGRESSION ,LM ,PC(O) ,MARKERS ,UHPLC ,steatosis ,TOOL ,Immunology and Allergy ,INSULIN-RESISTANCE ,Cer ,SM ,Fatty Liver Inhibition of Progression ,hepatocellular carcinoma ,2-HB, 2-hydroxybutanoic acid, NIDDK NASH-CRN, National Institute of Digestive Diseases and Kidney NASH Clinical Research Network, NRR, non-rejection rate, Non-alcoholic steatohepatitis, PC(O), ether PC, PC, phosphatidylcholine, PCA, principal component analysis, PE, phosphatidylethanolamine, QTOFMS, quadrupole-time-of-flight mass spectrometry, ROC, receiving operator characteristic, SAF, steatosis, activity, and fibrosis, SM, T2DM, type 2 diabetes mellitus, TG, triacylglycerol, UHPLC, ultrahigh-performance liquid chromatography ,ultrahigh-performance liquid chromatography ,CE ,LPC ,3-HB ,NAFL ,non-alcoholic fatty liver ,TG ,triacylglycerol ,Life Sciences & Biomedicine ,alanine aminotransferase ,metabolite ,sphingomyelin ,lysophosphatidylcholine ,and fibrosis ,Internal Medicine ,ceramide ,National Institute of Digestive Diseases and Kidney NASH Clinical Research Network ,AST ,Hepatology ,non-alcoholic fatty liver disease ,and clinical variable ,3-hydroxybutanoic acid ,NASH activity score ,NIDDK NASH-CRN ,lipid cluster ,lipid and metabolite ,phosphatidylethanolamine ,FFA - Abstract
Funder: European Commission, BACKGROUND & AIMS: Non-alcoholic fatty liver disease (NAFLD) is a progressive liver disease with potentially severe complications including cirrhosis and hepatocellular carcinoma. Previously, we have identified circulating lipid signatures associating with liver fat content and non-alcoholic steatohepatitis (NASH). Here, we develop a metabolomic map across the NAFLD spectrum, defining interconnected metabolic signatures of steatosis (non-alcoholic fatty liver, NASH, and fibrosis). METHODS: We performed mass spectrometry analysis of molecular lipids and polar metabolites in serum samples from the European NAFLD Registry patients (n = 627), representing the full spectrum of NAFLD. Using various univariate, multivariate, and machine learning statistical approaches, we interrogated metabolites across 3 clinical perspectives: steatosis, NASH, and fibrosis. RESULTS: Following generation of the NAFLD metabolic network, we identify 15 metabolites unique to steatosis, 18 to NASH, and 15 to fibrosis, with 27 common to all. We identified that progression from F2 to F3 fibrosis coincides with a key pathophysiological transition point in disease natural history, with n = 73 metabolites altered. CONCLUSIONS: Analysis of circulating metabolites provides important insights into the metabolic changes during NAFLD progression, revealing metabolic signatures across the NAFLD spectrum and features that are specific to NAFL, NASH, and fibrosis. The F2-F3 transition marks a critical metabolic transition point in NAFLD pathogenesis, with the data pointing to the pathophysiological importance of metabolic stress and specifically oxidative stress. CLINICAL TRIALS REGISTRATION: The study is registered at Clinicaltrials.gov (NCT04442334). LAY SUMMARY: Non-alcoholic fatty liver disease is characterised by the build-up of fat in the liver, which progresses to liver dysfunction, scarring, and irreversible liver failure, and is markedly increasing in its prevalence worldwide. Here, we measured lipids and other small molecules (metabolites) in the blood with the aim of providing a comprehensive molecular overview of fat build-up, liver fibrosis, and diagnosed severity. We identify a key metabolic 'watershed' in the progression of liver damage, separating severe disease from mild, and show that specific lipid and metabolite profiles can help distinguish and/or define these cases.
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- 2021
36. Lipidomic Analyses Reveal Modulation of Lipid Metabolism by the PFAS Perfluoroundecanoic Acid (PFUnDA) in Non-Obese Diabetic Mice
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Tuulia Hyötyläinen, Johanna Bodin, Daniel Duberg, Hubert Dirven, Unni C. Nygaard, and Matej Orešič
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medicine.medical_specialty ,Offspring ,type 1 diabetes ,Nod ,Biology ,QH426-470 ,Internal medicine ,Diabetes mellitus ,medicine ,Genetics ,Genetics (clinical) ,Original Research ,NOD mice ,chemistry.chemical_classification ,Type 1 diabetes ,PFUnDA ,Lipid metabolism ,medicine.disease ,Endocrinology ,chemistry ,exposure ,Molecular Medicine ,lipidomics ,Insulitis ,Polyunsaturated fatty acid - Abstract
Exposure to Per- and polyfluoroalkyl substances (PFAS) has been linked to multiple undesirable health outcomes across a full lifespan, both in animal models as well as in human epidemiological studies. Immunosuppressive effects of PFAS have been reported, including increased risk of infections and suppressed vaccination responses in early childhood, as well as association with immunotoxicity and diabetes. On a mechanistic level, PFAS exposure has been linked with metabolic disturbances, particularly in lipid metabolism, but the underlying mechanisms are poorly characterized. Herein we explore lipidomic signatures of prenatal and early-life exposure to perfluoroundecanoic acid (PFUnDA) in non-obese diabetic (NOD) mice; an experimental model of autoimmune diabetes. Female NOD mice were exposed to four levels of PFUnDA in drinking water at mating, during gestation and lactation, and during the first weeks of life of female offspring. At offspring age of 11–12 weeks, insulitis and immunological endpoints were assessed, and serum samples were collected for comprehensive lipidomic analyses. We investigated the associations between exposure, lipidomic profile, insulitis grade, number of macrophages and apoptotic, active-caspase-3-positive cells in pancreatic islets. Dose-dependent changes in lipidomic profiles in mice exposed to PFUnDA were observed, with most profound changes seen at the highest exposure levels. Overall, PFUnDA exposure caused downregulation of phospholipids and triacylglycerols containing polyunsaturated fatty acids. Our results show that PFUnDA exposure in NOD mice alters lipid metabolism and is associated with pancreatic insulitis grade. Moreover, the results are in line with those reported in human studies, thus suggesting NOD mice as a suitable model to study the impacts of environmental chemicals on T1D.
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- 2021
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37. Dynamics of gut microbiome – mediated bile acid metabolism in progression to islet autoimmunity
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Taina Härkönen, Marina Amaral Alves, Ramnik J. Xavier, Matej Orešič, Tuulia Hyötyläinen, Partho Sen, Alex M. Dickens, Mikael Knip, Santosh Lamichhane, Tommi Vatanen, and Jarno Honkanen
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0303 health sciences ,Taurine ,Type 1 diabetes ,geography ,geography.geographical_feature_category ,Bile acid ,medicine.drug_class ,Autoantibody ,Biology ,medicine.disease ,Islet ,medicine.disease_cause ,3. Good health ,Autoimmunity ,Pathogenesis ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,chemistry ,Immunology ,medicine ,Microbiome ,030217 neurology & neurosurgery ,030304 developmental biology - Abstract
Previous studies suggest that the human gut microbiome is dysregulated in islet autoimmunity, preceding the clinical onset of type 1 diabetes (T1D). The microbiota of the gut plays an important role in the regulation of bile acid (BA) metabolism. However, not much is known about the regulation of BAs during progression to T1D. Here, we analyzed BAs in a longitudinal series of serum (n= 333) and stool (n= 304) samples, collected at 3, 6, 12, 18, 24 and 36 months of age, from children who developed a single islet autoantibody (P1Ab), multiple islet autoantibodies (P2Ab), and controls (CTRs) who remained autoantibody (AAb) negative during the follow-up. In addition, we analyzed the stool microbiome by shotgun metagenomics in a subgroup of these children (n=111). Factor analysis showed that age had the strongest impact on BA and microbiome profiles. We found that, at an early age, the systemic BA (including taurine and glycine conjugates) and microbial secondary BA pathways were altered in the P2Ab group as compared to the P1Ab or CTR groups. Our findings thus suggest that dysregulated BA metabolism in early life may contribute to the risk and pathogenesis of T1D.
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- 2021
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38. Perfluoroalkyl substances are increased in patients with late-onset ulcerative colitis and induce intestinal barrier defects
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Frida, Fart, Samira, Salihović, Aidan, McGlinchey, Melanie G, Gareau, Matej, Orešič, Jonas, Halfvarson, Tuulia, Hyötyläinen, and Ida, Schoultz
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Fluorocarbons ,Mice ,Crohn Disease ,Animals ,Humans ,Colitis, Ulcerative ,Middle Aged ,Inflammatory Bowel Diseases - Abstract
Environmental factors are strongly implicated in late-onset of inflammatory bowel disease. Here, we investigate whether high levels of perfluoroalkyl substances are associated with (1) late-onset inflammatory bowel disease, and (2) disturbances of the bile acid pool. We further explore the effect of the specific perfluoroalkyl substance perfluorooctanoic acid on intestinal barrier function in murine tissue.Serum levels of perfluoroalkyl substances and bile acids were assessed by ultra-performance liquid chromatography coupled to a triple-quadrupole mass spectrometer in matched samples from patients with ulcerative colitis (The total amount of perfluoroalkyl substances was significantly increased in patients with ulcerative colitis compared to healthy controls and patients with Crohn's disease (Our results demonstrate that perfluoroalkyl substances levels are increased in patients with late-onset ulcerative colitis and may contribute to the disease by inducing a dysfunctional intestinal barrier.
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- 2021
39. Heterogeneity of phosphatidylcholine metabolism in non-alcoholic fatty liver disease
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Sami Qadri, Sami Blom, Kari Pitkänen, Noora Ahlholm, Kimmo Porthan, Panu K. Luukkonen, Anne Juuti, Henna Sammalkorpi, Anne Penttilä, Johanna Arola, Matej Orešič, Tuulia Hyötyläinen, and Hannele Yki-Järvinen
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Hepatology - Published
- 2022
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40. Conjugated C-6 hydroxylated bile acids in serum relate to human metabolic health and gut Clostridia species
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Pernille Neve Myers, Sirkku Jäntti, Trine Nielsen, Matej Orešič, H. Bjørn Nielsen, Yong Fan, Helle Krogh Pedersen, Torben Hansen, Hanna Julienne, Torben Jørgensen, Tuulia Hyötyläinen, Oluf Pedersen, Partho Sen, Tue H. Hansen, S. Dusko Ehrlich, Anders Østergaard Petersen, Division of Pharmaceutical Chemistry and Technology, Drug Research Program, Département de Biologie Computationnelle - Department of Computational Biology, Institut Pasteur [Paris]-Université Paris Cité (UPCité), Örebro University, Åbo Akademi University [Turku], Institut des Sciences de la Terre (ISTerre), Institut national des sciences de l'Univers (INSU - CNRS)-Institut de recherche pour le développement [IRD] : UR219-Université Savoie Mont Blanc (USMB [Université de Savoie] [Université de Chambéry])-Centre National de la Recherche Scientifique (CNRS)-Université Gustave Eiffel-Université Grenoble Alpes (UGA), Novo Nordisk Foundation Center for Basic Metabolic Research (CBMR), Faculty of Health and Medical Sciences, University of Copenhagen = Københavns Universitet (UCPH)-University of Copenhagen = Københavns Universitet (UCPH), University of Copenhagen = Københavns Universitet (UCPH), Centre de Bioinformatique, Biostatistique et Biologie Intégrative (C3BI), Institut Pasteur [Paris]-Centre National de la Recherche Scientifique (CNRS), Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Danmarks Tekniske Universitet = Technical University of Denmark (DTU), Institut Pasteur [Paris] (IP)-Université Paris Cité (UPCité), Institut Pasteur [Paris] (IP)-Centre National de la Recherche Scientifique (CNRS), and Helsingin yliopisto = Helsingfors universitet = University of Helsinki
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0301 basic medicine ,Male ,BLOOD ,SAMPLES ,IMPACT ,Type 2 diabetes ,Gastrointestinal Microbiome/genetics ,Body fat percentage ,Body Mass Index ,0302 clinical medicine ,Deoxycholic Acid/blood ,Tandem Mass Spectrometry ,Chromatography, High Pressure Liquid ,Adiposity ,2. Zero hunger ,Multidisciplinary ,biology ,Leptin ,Microbiota ,Clostridium/genetics ,[SDV.MHEP.EM]Life Sciences [q-bio]/Human health and pathology/Endocrinology and metabolism ,Middle Aged ,3. Good health ,317 Pharmacy ,030220 oncology & carcinogenesis ,Medicine ,Female ,Waist Circumference ,Deoxycholic Acid ,Taurocholic Acid ,medicine.medical_specialty ,Science ,education ,Cholic Acids/blood ,Article ,Clostridia ,Bile Acids and Salts ,03 medical and health sciences ,Insulin resistance ,SDG 3 - Good Health and Well-being ,Taurocholic Acid/blood ,Internal medicine ,medicine ,Humans ,Microbiome ,Obesity ,Clostridium ,RECEPTOR ,business.industry ,Cholic Acids ,medicine.disease ,biology.organism_classification ,Gastrointestinal Microbiome ,Obesity/blood ,030104 developmental biology ,Endocrinology ,Bile Acids and Salts/blood ,Logistic Models ,MICROBIOME ,Metagenomics ,business ,Body mass index - Abstract
International audience; Knowledge about in vivo effects of human circulating C-6 hydroxylated bile acids (BAs), also called muricholic acids, is sparse. It is unsettled if the gut microbiome might contribute to their biosynthesis. Here, we measured a range of serum BAs and related them to markers of human metabolic health and the gut microbiome. We examined 283 non-obese and obese Danish adults from the MetaHit study. Fasting concentrations of serum BAs were quantified using ultra-performance liquid chromatographytandem mass-spectrometry. The gut microbiome was characterized with shotgun metagenomic sequencing and genome-scale metabolic modeling. We find that tauro-and glycohyocholic acid correlated inversely with body mass index (P = 4.1e-03, P = 1.9e-05, respectively), waist circumference (P = 0.017, P = 1.1e-04, respectively), body fat percentage (P = 2.5e-03, P = 2.3e-06, respectively), insulin resistance (P = 0.051, P = 4.6e-4, respectively), fasting concentrations of triglycerides (P = 0.06, P = 9.2e-4, respectively) and leptin (P = 0.067, P = 9.2e-4). Tauro-and glycohyocholic acids, and tauroa-muricholic acid were directly linked with a distinct gut microbial community primarily composed of Clostridia species (P = 0.037, P = 0.013, P = 0.027, respectively). We conclude that serum conjugated C-6-hydroxylated BAs associate with measures of human metabolic health and gut communities of Clostridia species. The findings merit preclinical interventions and human feasibility studies to explore the therapeutic potential of these BAs in obesity and type 2 diabetes. Bile acids (BAs) are a class of steroids produced from cholesterol in the liver where they are conjugated with either glycine or taurine and released into the bile. These primary BAs, which in humans predominantly comprise of cholic acid (CA) and chenodeoxycholic acid (CDCA) are absorbed by different intestinal bacteria, and conjugates of glycine or taurine are removed with subsequent alteration of hydroxyl groups to form secondary BAs 1. BAs emulsify dietary fats in the small intestine and facilitate their absorption 1,2. At the terminal ileum, the majority of BAs are absorbed by the apical sodium dependent BA transporters and enter the hepatic portal circulation. In total, about 95% of BAs are reabsorbed into intestinal enterocytes, whilst > 5% of BAs enter the systemic circulation and act on multiple organs throughout the body via several types of receptors 3. The most prominent of these are the farnesoid X receptor (FXR) and the Takeda G protein-coupled membrane receptor 5 (TGR5) which are expressed in a variety of peripheral tissues 4-7. Through these receptors, BAs regulate biological processes such as immunity, neuroprotection, metabolism, and energy expenditure 8-12 .
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41. Quantitative genome-scale metabolic modeling of human CD4
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Partho, Sen, Syed Bilal Ahmad, Andrabi, Tanja, Buchacher, Mohd Moin, Khan, Ubaid Ullah, Kalim, Tuomas Mikael, Lindeman, Marina Amaral, Alves, Victoria, Hinkkanen, Esko, Kemppainen, Alex M, Dickens, Omid, Rasool, Tuulia, Hyötyläinen, Riitta, Lahesmaa, and Matej, Orešič
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CD4-Positive T-Lymphocytes ,Genome, Human ,T-Lymphocyte Subsets ,Metabolome ,Humans ,Th17 Cells ,Cell Differentiation ,Ceramides ,Lymphocyte Activation ,T-Lymphocytes, Regulatory ,Glycosphingolipids - Abstract
T cell activation, proliferation, and differentiation involve metabolic reprogramming resulting from the interplay of genes, proteins, and metabolites. Here, we aim to understand the metabolic pathways involved in the activation and functional differentiation of human CD4
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42. Permutation-based significance analysis reduces the type 1 error rate in bisulfite sequencing data analysis of human umbilical cord blood samples
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Juha Mykkänen, Halla-aho, Ubaid Ullah, Mikael Knip, Matej Orešič, Mari Vähä-Mäkilä, Essi Laajala, Mirja Nurmio, Henna Kallionpää, Riikka Lund, Tove J. Grönroos, Niina Lietzen, Riitta Lahesmaa, Omid Rasool, Harri Lähdesmäki, and Jorma Toppari
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0303 health sciences ,Bisulfite sequencing ,Methylation ,Computational biology ,Biology ,03 medical and health sciences ,0302 clinical medicine ,Differentially methylated regions ,CpG site ,Reduced representation bisulfite sequencing ,DNA methylation ,Multiple comparisons problem ,030217 neurology & neurosurgery ,030304 developmental biology ,Type I and type II errors - Abstract
BackgroundDNA methylation patterns are largely established in-utero and might mediate the impacts of in-utero conditions on later health outcomes. Associations between perinatal DNA methylation marks and pregnancy-related variables, such as maternal age and gestational weight gain, have been earlier studied with methylation microarrays, which typically cover less than 2 % of human CpG sites. To detect such associations outside these regions, we chose the bisulfite sequencing approach.MethodsWe collected and curated all available clinical data on 200 newborn infants; whose umbilical cord blood samples were analyzed with the reduced representation bisulfite sequencing (RRBS) method. A generalized linear mixed effects model was fit for each high coverage CpG site, followed by spatial and multiple testing adjustment of P values to identify differentially methylated cytosines (DMCs) and regions (DMRs) associated with clinical variables such as maternal age, mode of delivery, and birth weight. Type 1 error rate was then evaluated with a permutation analysis.ResultsWe discovered a strong inflation of spatially adjusted P values through the permutation analysis, which we then applied for empirical type 1 error control. Based on empirically estimated significance thresholds, very little differential methylation was associated with any of the studied clinical variables, other than sex. With this analysis workflow, the sex-associated differentially methylated regions were highly reproducible across studies, technologies, and statistical models.ConclusionsThe inflation of P values was caused by a common method for spatial adjustment and DMR detection, implemented in tools comb-p and RADMeth. With standard significance thresholds, type 1 error rates were high with both these implementations, across alternative parameter settings and analysis strategies. We conclude that comb-p and RADMeth are convenient methods for the detection of differentially methylated regions, but the statistical significance should either be determined empirically or before the spatial adjustment. Our RRBS data analysis workflow is available inhttps://github.com/EssiLaajala/RRBS_workflow.
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43. Exposure to per- and polyfluoroalkyl substances associates with an altered lipid composition of breast milk
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Mikael Knip, Matej Orešič, Suvi M. Virtanen, Jarno Honkanen, Heli Siljander, Tuulia Hyötyläinen, Daniel Duberg, Santosh Lamichhane, Tampere University, Health Sciences, Department of Paediatrics, Clinicum, HUS Children and Adolescents, Children's Hospital, Research Programs Unit, and CAMM - Research Program for Clinical and Molecular Metabolism
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Phospholipid ,CHILDHOOD ,Physiology ,010501 environmental sciences ,Breast milk ,01 natural sciences ,MAMMARY-GLAND DEVELOPMENT ,03 medical and health sciences ,chemistry.chemical_compound ,fluids and secretions ,3123 Gynaecology and paediatrics ,Lipidomics ,Medicine ,Humans ,GE1-350 ,Intestinal inflammatory markers ,Child ,Feces ,030304 developmental biology ,0105 earth and related environmental sciences ,General Environmental Science ,2. Zero hunger ,chemistry.chemical_classification ,RISK ,Infant growth ,0303 health sciences ,Perinatal Exposure ,Milk, Human ,business.industry ,Infant ,Human breast milk ,Lipids ,3142 Public health care science, environmental and occupational health ,3. Good health ,Diet ,Environmental sciences ,chemistry ,Maternal Exposure ,Fatty Acids, Unsaturated ,Composition (visual arts) ,Female ,Calprotectin ,business ,PERINATAL EXPOSURE ,Polyunsaturated fatty acid - Abstract
The composition of human breast milk is highly variable inter- and intra-individually. Environmental factors are suspected to contribute to such compositional variation, however, their impact on breast milk composition is currently poorly understood. We sought to (1) define the impact of maternal exposure to per- and polyfluoroalkyl substances (PFAS) on lipid composition of human breast milk, and (2) to study the combined impact of maternal PFAS exposure and breast milk lipid composition on the growth of the infants.In a mother-infant study (n = 44) we measured the levels of PFAS and lipids in maternal serum and conducted lipidomics analysis of breast milk collect 2–4 days after the delivery and at 3 months of infant age, by using ultra high performance liquid chromatography combined with quadrupole-time-of-flight mass spectrometry. Gastrointestinal biomarkers fecal calprotectin and human beta defensin 2 were measured in the stool samples at the age of 3, 6, 9, and 12 months. Maternal diet was studied by a validated food frequency questionnaire. PFAS levels were inversely associated with total lipid levels in the breast milk collected after the delivery. In the high exposure group, the ratio of acylated saturated and polyunsaturated fatty acids in triacylglycerols was increased. Moreover, high exposure to PFAS associated with the altered phospholipid composition, which was indicative of unfavorable increase in the size of milk fat globules. These changes in the milk lipid composition were further associated with slower infant growth and with elevated intestinal inflammatory markers. Our data suggest that the maternal exposure to PFAS impacts the nutritional quality of the breast milk, which, in turn, may have detrimental impact on the health and growth of the children later in life. publishedVersion
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44. 1‐Deoxyceramides – Key players in lipotoxicity and progression to type 2 diabetes?
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Matej Orešič, Partho Sen, and Tuulia Hyötyläinen
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0301 basic medicine ,medicine.medical_specialty ,Physiology ,Adipose tissue ,Type 2 diabetes ,030204 cardiovascular system & hematology ,Ether ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Internal medicine ,medicine ,Humans ,Obesity ,Sphingolipids ,Sphingosine ,business.industry ,medicine.disease ,Lipids ,Sphingolipid ,030104 developmental biology ,Endocrinology ,Diabetes Mellitus, Type 2 ,Lipotoxicity ,chemistry ,Acyl chain ,lipids (amino acids, peptides, and proteins) ,business - Abstract
Ceramides are bioactive sphingolipids, comprised of sphingosine and a fatty acyl chain. They have been recognized as key mediators of lipotoxicity; a phenomenon where excess fat in adipose tissue l ...
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45. Exposure to per- and polyfluoroalkyl substances associates with altered lipid profile of breast milk
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Matej Orešič, Heli Siljander, Daniel Duberg, Mikael Knip, Santosh Lamichhane, Suvi M. Virtanen, Jarno Honkanen, and Tuulia Hyötyläinen
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2. Zero hunger ,chemistry.chemical_classification ,0303 health sciences ,medicine.diagnostic_test ,business.industry ,Lipid composition ,Phospholipid ,Physiology ,010501 environmental sciences ,Breast milk ,01 natural sciences ,3. Good health ,03 medical and health sciences ,chemistry.chemical_compound ,chemistry ,Lipidomics ,Medicine ,Composition (visual arts) ,Ultra high performance ,business ,Lipid profile ,030304 developmental biology ,0105 earth and related environmental sciences ,Polyunsaturated fatty acid - Abstract
BackgroundChemical composition of human breast milk is highly variable inter- and intra-individually. Environmental factors are suspected to partly explain the compositional variation, however, their impact on breast milk composition is currently poorly understood.ObjectivesWe sought (1) to define the impact of maternal exposure to per- and polyfluoroalkyl substances (PFAS) on lipid composition of human breast milk, and (2) to study the combined impact of maternal PFAS exposure and breast milk lipid composition on the growth of the infants.MethodsIn a mother-infant study (n=44) we measured the levels of PFAS and lipids in maternal serum and conducted lipidomics analysis of breast milk at birth and at 3 months of infant age, by using ultra high performance liquid chromatography combined with quadrupole-time-of-flight mass spectrometry. Maternal diet was studied by a validated food frequency questionnaire.ResultsPFAS levels were inversely associated with total lipid levels in the breast milk collected at birth. In the high exposure group, the ratio of acylated saturated and polyunsaturated fatty acids in triacylglycerols was increased. Moreover, high exposure to PFAS associated with the altered phospholipid composition, which was indicative of unfavorable increase in the size of milk fat globules. These changes in the milk lipid composition were further associated with slower infant growth and with elevated intestinal inflammatory markers.DiscussionOur data suggest that the maternal exposure to PFAS impacts the nutritional quality of the breast milk, which, in turn, may have detrimental impact on the health and growth of the children later in life.
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46. Quantitative genome-scale analysis of human liver reveals dysregulation of glycosphingolipid pathways in progressive nonalcoholic fatty liver disease
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Jörn M. Schattenberg, Partho Sen, Olivier Govaere, Dawei Geng, Matej Orešič, Ratziu, Ann K. Daly, Michael Allison, Tim Sinioja, Antonio Vidal-Puig, Aidan McGlinchey, Elisabetta Bugianesi, Simon Cockell, Quentin M. Anstee, and Tuulia Hyötyläinen
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Cirrhosis ,business.industry ,nutritional and metabolic diseases ,medicine.disease ,Bioinformatics ,digestive system ,digestive system diseases ,Transcriptome ,Metabolic pathway ,Fibrosis ,Nonalcoholic fatty liver disease ,medicine ,Steatosis ,Steatohepatitis ,business ,TM6SF2 - Abstract
Nonalcoholic fatty liver disease (NAFLD) is a well defined chronic liver diseases closely related with metabolic disorders. The prevalence of NAFLD is rapidly increasing worldwide, while the pathology and the underlying mechanisms driving NAFLD are not fully understood. In NAFLD, a series of metabolic changes takes place in the liver. However, the alteration of the metabolic pathways in the human liver along the progression of NAFLD, i.e., the transition from nonalcoholic steatosis (NAFL) to steatohepatitis (NASH) through cirrhosis remains to be discovered. Here, we sought to examine the metabolic pathways of the human liver across the full histological spectrum of NAFLD. We analyzed the whole liver tissue transcriptomic (RNA-Seq) and serum metabolomics data obtained from a large, prospectively enrolled cohort of histologically characterized patients derived from the European NAFLD Registry (n=206), and developed genome-scale metabolic models (GEMs) of human hepatocytes at different stages of NAFLD. The integrative approach employed in this study has enabled us to understand the regulation of the metabolic pathways of human liver in NAFL, and with progressive NASH-associated fibrosis (F0–F4). Our study identified several metabolic signatures in the liver and blood of these patients, specifically highlighting the alteration of vitamins (A, E) and glycosphingolipids (GSLs), and their link with complex glycosaminoglycans (GAGs) in advanced fibrosis. The study provides insights into the underlying pathways of the progressive fibrosing steatohepatitis. Furthermore, by applying genome-scale metabolic modeling (GSMM), we were able to identify the metabolic differences among carriers of widely validated genetic variants associated with NAFLD / NASH disease severity in three genes (PNPLA3, TM6SF2 and HSD17B13).
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47. Interpreting the lipidome: bioinformatic approaches to embrace the complexity
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Jennifer E, Kyle, Lucila, Aimo, Alan J, Bridge, Geremy, Clair, Maria, Fedorova, J Bernd, Helms, Martijn R, Molenaar, Zhixu, Ni, Matej, Orešič, Denise, Slenter, Egon, Willighagen, and Bobbie-Jo M, Webb-Robertson
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Databases, Factual ,Lipidomics ,Computational Biology ,Lipids ,Mass Spectrometry - Abstract
Improvements in mass spectrometry (MS) technologies coupled with bioinformatics developments have allowed considerable advancement in the measurement and interpretation of lipidomics data in recent years. Since research areas employing lipidomics are rapidly increasing, there is a great need for bioinformatic tools that capture and utilize the complexity of the data. Currently, the diversity and complexity within the lipidome is often concealed by summing over or averaging individual lipids up to (sub)class-based descriptors, losing valuable information about biological function and interactions with other distinct lipids molecules, proteins and/or metabolites.To address this gap in knowledge, novel bioinformatics methods are needed to improve identification, quantification, integration and interpretation of lipidomics data. The purpose of this mini-review is to summarize exemplary methods to explore the complexity of the lipidome.Here we describe six approaches that capture three core focus areas for lipidomics: (1) lipidome annotation including a resolvable database identifier, (2) interpretation via pathway- and enrichment-based methods, and (3) understanding complex interactions to emphasize specific steps in the analytical process and highlight challenges in analyses associated with the complexity of lipidome data.
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48. Quantitative analysis and genome-scale modeling of human CD4+ T-cell differentiation reveals subset-specific regulation of glycosphingolipid pathways
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Andrabi Sba, Mohd Moin Khan, Matej Orešič, Tuulia Hyötyläinen, Alex M. Dickens, Riitta Lahesmaa, Hinkkanen, Tanja Buchacher, Omid Rasool, Esko Kemppainen, Ubaid Ullah, Partho Sen, Tuomas Lindeman, and Amaral Ma
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Metabolic pathway ,Ceramide ,chemistry.chemical_compound ,Gene knockdown ,chemistry ,Gene expression ,IL17A ,Biology ,Sphingolipid ,Gene ,Cell biology ,Proinflammatory cytokine - Abstract
T-cells are sentinels of adaptive cell-mediated immune responses. T-cell activation, proliferation and differentiation involves metabolic reprogramming involving the interplay of genes, proteins and metabolites. Here, we aim to understand the metabolic pathways involved in the activation and functional differentiation of human CD4+ T-cell subsets (Th1, Th2, Th17 and iTregs). We combined genome-scale metabolic modeling, gene expression data, targeted and non-targeted lipidomics experiments, together with in vitro gene knockdown experiments and showed that human CD4+ T-cells undergo specific metabolic changes during activation and functional differentiation. In addition, we identified and confirmed the importance of ceramide and glycosphingolipid synthesis pathways in Th17 differentiation and effector functions. Finally, through in vitro gene knockdown experiments, we substantiated the requirement of serine palmitoyl transferase (SPT), a de novo sphingolipid pathway in the expression of proinflammatory cytokine (IL17A and IL17F) by Th17 cells. Our findings may provide a comprehensive resource for identifying CD4+ T-cell-specific targets for their selective manipulation under disease conditions, particularly, diseases characterized by an imbalance of Treg / Th17 cells. Our data also suggest a role for elevated levels of ceramides in conditions comorbid with these diseases, e.g., obesity and insulin resistance.
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49. Allostatic hypermetabolic response in PGC1 alpha/beta heterozygote mouse despite mitochondrial defects
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Matej Orešič, Christopher J. Lelliot, Silvia Mora, Maite Martínez-Uña, Tuulia Hyötyläinen, Sergio Rodriguez-Cuenca, Mark Campbell, Mohammad Bohlooly-Y, Joana Relat, Antonio Vidal-Puig, Antonio Zorzano, Camilla Ingvorsen, Mikael Bjursell, Daniel Lindén, Gopal Peddinti, Ana Rita Dias, Rodriguez-Cuenca, Sergio [0000-0001-9635-0504], Apollo - University of Cambridge Repository, and Rodriguez‐Cuenca, Sergio [0000-0001-9635-0504]
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Male ,Aging ,Bioenergetics ,Adipose tissue ,Diseases ,chain ,Biochemistry ,Mitocondris ,RESEARCH ARTICLES ,Mice ,0302 clinical medicine ,alphaskeletal-musclegene-expression ,0303 health sciences ,Nuclear Proteins ,Thermogenesis ,lipotoxicity ,Peroxisome Proliferator-Activated Receptor Gamma Coactivator 1-alpha ,3. Good health ,Mitochondria ,adipose tissue ,PGC-1alpha ,PGC‐1alpha ,Lipotoxicity ,Biotechnology ,medicine.medical_specialty ,Heterozygote ,030209 endocrinology & metabolism ,Oxidative phosphorylation ,Biology ,Carbohydrate metabolism ,RESEARCH ARTICLE ,resistance ,03 medical and health sciences ,Insulin resistance ,Downregulation and upregulation ,SDG 3 - Good Health and Well-being ,Internal medicine ,mitochondrial dysfunction ,Genetics ,medicine ,Animals ,Obesity ,Molecular Biology ,030304 developmental biology ,Heterozygote advantage ,Adipose tissues ,medicine.disease ,biogenesis ,Teixit adipós ,Disease Models, Animal ,Endocrinology ,Malalties ,hepatic lipidome ,Insulin Resistance ,Energy Metabolism ,Transcriptome ,metabolism ,Transcription Factors - Abstract
Aging, obesity, and insulin resistance are associated with low levels of PGC1 alpha and PGC1 beta coactivators and defective mitochondrial function. We studied mice deficient for PGC1 alpha and PGC1 beta [double heterozygous (DH)] to investigate their combined pathogenic contribution. Contrary to our hypothesis, DH mice were leaner, had increased energy dissipation, a pro-thermogenic profile in BAT and WAT, and improved carbohydrate metabolism compared to wild types. WAT showed upregulation of mitochondriogenesis/oxphos machinery upon allelic compensation of PGC1 alpha 4 from the remaining allele. However, DH mice had decreased mitochondrial OXPHOS and biogenesis transcriptomes in mitochondria-rich organs. Despite being metabolically healthy, mitochondrial defects in DH mice impaired muscle fiber remodeling and caused qualitative changes in the hepatic lipidome. Our data evidence first the existence of organ-specific compensatory allostatic mechanisms are robust enough to drive an unexpected phenotype. Second, optimization of adipose tissue bioenergetics is sufficient to maintain a healthy metabolic phenotype despite a broad severe mitochondrial dysfunction in other relevant metabolic organs. Third, the decrease in PGC1s in adipose tissue of obese and diabetic patients is in contrast with the robustness of the compensatory upregulation in the adipose of the DH mice. EC | FP7 | FP7 Health (HEALTH), Grant/Award Number: [HEALTH-F4-2008-223450; RCUK | Medical Research Council (MRC), Grant/Award Number: MC_UU_12012/2 and MC_UU_00014/5; European Commission (EC), Grant/ Award Number: MEIF-CT-2005-023061; Wellcome Trust (Wellcome), Grant/Award Number: 208363/Z/17/Z
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50. The Role of Omic Technologies in the Study of the Human Gut Microbiome
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Partho Sen, Santosh Lamichhane, Matej Orešič, and Alex M. Dickens
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Genetics ,stomatognathic diseases ,fluids and secretions ,Human gut ,biology ,digestive, oral, and skin physiology ,medicine ,Microbiome ,Gut flora ,medicine.disease ,biology.organism_classification ,digestive system ,Dysbiosis - Abstract
Human gut is colonized by a vast number of microbes known as gut microbiota. The microbiota plays a significant role in the maintenance of health and well-being. A dysbiosis in the microbiota has b ...
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