28 results on '"Matej Orešič"'
Search Results
2. 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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3. 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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4. 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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5. 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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6. MS-based lipidomics of human blood plasma: a community-initiated position paper to develop accepted guidelines
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Xianlin Han, Tze Ping Loh, Bo Burla, Michelle K. Lin, Makoto Arita, Masanori Arita, Edward A. Dennis, Kim Ekroos, Anne K. Bendt, Michael J.O. Wakelam, Amaury Cazenave-Gassiot, Federico Torta, Oswald Quehenberger, Markus R. Wenk, Kazutaka Ikeda, Craig E. Wheelock, Andrej Shevchenko, Matej Orešič, Peter J. Meikle, and Gerhard Liebisch
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0301 basic medicine ,Sample handling ,Human blood ,business.industry ,ta1182 ,Cell Biology ,Computational biology ,Shotgun lipidomics ,Lipidome ,Biochemistry ,Biological fluid ,3. Good health ,03 medical and health sciences ,030104 developmental biology ,Endocrinology ,Lipidomics ,Blood plasma ,Position paper ,Medicine ,business - Abstract
Human blood is a self-regenerating lipid-rich biological fluid that is routinely collected in hospital settings. The inventory of lipid molecules found in blood plasma (plasma lipidome) offers insights into individual metabolism and physiology in health and disease. Disturbances in the plasma lipidome also occur in conditions that are not directly linked to lipid metabolism; therefore, plasma lipidomics based on MS is an emerging tool in an array of clinical diagnostics and disease management. However, challenges exist in the translation of such lipidomic data to clinical applications. These relate to the reproducibility, accuracy, and precision of lipid quantitation, study design, sample handling, and data sharing. This position paper emerged from a workshop that initiated a community-led process to elaborate and define a set of generally accepted guidelines for quantitative MS-based lipidomics of blood plasma or serum, with harmonization of data acquired on different instrumentation platforms across independent laboratories as an ultimate goal. We hope that other fields may benefit from and follow such a precedent.
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- 2018
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7. Quantitative genome-scale metabolic modeling of human CD4+ T cell differentiation reveals subset-specific regulation of glycosphingolipid pathways
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Omid Rasool, Alex M. Dickens, Tanja Buchacher, Ubaid Ullah Kalim, Esko Kemppainen, Matej Orešič, Partho Sen, Victoria Hinkkanen, Mohd Moin Khan, Marina Amaral Alves, Tuomas Lindeman, Tuulia Hyötyläinen, Riitta Lahesmaa, and Syed Bilal Ahmad Andrabi
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Gene knockdown ,Ceramide ,T cell ,Biology ,Sphingolipid ,General Biochemistry, Genetics and Molecular Biology ,Proinflammatory cytokine ,Cell biology ,chemistry.chemical_compound ,Metabolic pathway ,medicine.anatomical_structure ,chemistry ,Gene expression ,medicine ,Gene - Abstract
Summary 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+ T cell subsets (T helper [Th]1, Th2, Th17, and induced regulatory T [iTreg] cells). Here, we combine genome-scale metabolic modeling, gene expression data, and targeted and non-targeted lipidomics experiments, together with in vitro gene knockdown experiments, and show that human CD4+ T cells undergo specific metabolic changes during activation and functional differentiation. In addition, we confirm the importance of ceramide and glycosphingolipid biosynthesis pathways in Th17 differentiation and effector functions. Through in vitro gene knockdown experiments, we substantiate the requirement of serine palmitoyltransferase (SPT), a de novo sphingolipid pathway in the expression of proinflammatory cytokines (interleukin [IL]-17A and IL17F) by Th17 cells. Our findings provide a comprehensive resource for selective manipulation of CD4+ T cells under disease conditions characterized by an imbalance of Th17/natural Treg (nTreg) cells.
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- 2021
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8. Impaired hepatic lipid synthesis from polyunsaturated fatty acids in TM6SF2 E167K variant carriers with NAFLD
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Panu K. Luukkonen, Jeremy M. Palmer, Taru Tukiainen, Marja Leivonen, Marju Orho-Melander, Hannele Yki-Järvinen, Adnan Ali, Johanna Arola, Petter Vikman, Leif Groop, Matej Orešič, Tuulia Hyötyläinen, Emma Scott, P.A. Nidhina Haridas, Vesa M. Olkkonen, Quentin M. Anstee, You Zhou, Anne Juuti, Linda Ahonen, Om Prakash Dwivedi, Department of Medicine, Clinicum, Institute for Molecular Medicine Finland, II kirurgian klinikka, Department of Surgery, Medicum, Department of Pathology, Leif Groop Research Group, Hannele Yki-Järvinen Research Group, HUS Internal Medicine and Rehabilitation, and HUS Abdominal Center
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Male ,0301 basic medicine ,Apolipoprotein B ,Lipoproteins, VLDL ,chemistry.chemical_compound ,ta318 ,chemistry.chemical_classification ,INSULIN-RESISTANCE ,biology ,NONALCOHOLIC STEATOHEPATITIS ,Middle Aged ,Lipids ,Transmembrane protein ,3. Good health ,Liver ,Arachidonic acid ,LOW-DENSITY LIPOPROTEINS ,CARDIOVASCULAR-DISEASE ,Phosphatidylethanolamine N-methyltransferase ,Lipogenesis ,Fatty Acids, Unsaturated ,Phosphatidylcholines ,Female ,lipids (amino acids, peptides, and proteins) ,Polyunsaturated fatty acid ,Adult ,Heterozygote ,medicine.medical_specialty ,Genotype ,APOLIPOPROTEIN-B ,Cholesterol esters ,digestive system ,03 medical and health sciences ,Insulin resistance ,LIVER-DISEASE ,Internal medicine ,medicine ,Humans ,Fatty acids ,Triglycerides ,Hepatology ,PHOSPHATIDYLETHANOLAMINE N-METHYLTRANSFERASE ,Membrane Proteins ,nutritional and metabolic diseases ,ARACHIDONIC-ACID ,medicine.disease ,digestive system diseases ,030104 developmental biology ,Endocrinology ,chemistry ,3121 General medicine, internal medicine and other clinical medicine ,Hepatocytes ,FIBROSIS PROGRESSION ,biology.protein ,Transmembrane 6 superfamily member 2 ,SUPERFAMILY MEMBER 2 ,Non-alcoholic fatty liver disease ,TM6SF2 - Abstract
Background: Carriers of the transmembrane 6 superfamily member 2 E167K gene variant (TM6SF2(EK/KK)) have decreased expression of the TM6SF2 gene and increased risk of NAFLD and NASH. Unlike common 'obese/metabolic' NAFLD, these subjects lack hypertriglyceridemia and have lower risk of cardiovascular disease. In animals, phosphatidylcholine (PC) deficiency results in a similar phenotype. PCs surround the core of VLDL consisting of triglycerides (TGs) and cholesteryl-esters (CEs). We determined the effect of the TM6SF2 E167K on these lipids in the human liver and serum and on hepatic gene expression and studied the effect of TM6SF2 knockdown on hepatocyte handling of these lipids. Methods: Liver biopsies were taken from subjects characterized with respect to the TM6SF2 genotype, serum and liver lipidome, gene expression and histology. In vitro, after TM6SF2 knockdown in HuH-7 cells, we compared incorporation of different fatty acids into TGs, CEs, and PCs. Results: The TM6SF2(EK/KK) and TM6SF2EE groups had similar age, gender, BMI and HOMA-IR. Liver TGs and CEs were higher and liver PCs lower in the TM6SF2(EK/KK) than the TM6SF2EE group (p Conclusions: Hepatic lipid synthesis from PUFAs is impaired and could contribute to deficiency in PCs and increased intrahepatic TG in TM6SF2 E167K variant carriers. (C) 2017 European Association for the Study of the Liver. Published by Elsevier B.V. All rights reserved.
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- 2017
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9. Metabolism of human liver on a genome scale in non-alcoholic fatty liver disease
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Parho Sen, Olivier Govaere, Aidan McGlinchey, Vlad Ratziu, Elisabetta Bugianesi, Jörn M. Schattenberg, Michael Allison, Simon Cockell, Ann K Daly, Tuulia Hyötyläinen, Quentin Anstee, and Matej Orešič
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Hepatology - Published
- 2020
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10. Systems biology approaches to study lipidomes in health and disease
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Marina Amaral Alves, Fang Wei, Aidan McGlinchey, Partho Sen, Matej Orešič, Alex M. Dickens, Henrique Caracho Ribeiro, Tuulia Hyötyläinen, and Santosh Lamichhane
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Biomedical Research ,Systems biology ,Disease ,Computational biology ,Biology ,03 medical and health sciences ,Functional diversity ,0302 clinical medicine ,Metabolomics ,Non-alcoholic Fatty Liver Disease ,Lipidomics ,Humans ,Disease biomarker ,Obesity ,Molecular Biology ,030304 developmental biology ,0303 health sciences ,Systems Biology ,Neurodegenerative Diseases ,Lipid metabolism ,Cell Biology ,Lipid Metabolism ,3. Good health ,Diabetes Mellitus, Type 2 ,Psychotic Disorders ,030217 neurology & neurosurgery - Abstract
Lipids have many important biological roles, such as energy storage sources, structural components of plasma membranes and as intermediates in metabolic and signaling pathways. Lipid metabolism is under tight homeostatic control, exhibiting spatial and dynamic complexity at multiple levels. Consequently, lipid-related disturbances play important roles in the pathogenesis of most of the common diseases. Lipidomics, defined as the study of lipidomes in biological systems, has emerged as a rapidly-growing field. Due to the chemical and functional diversity of lipids, the application of a systems biology approach is essential if one is to address lipid functionality at different physiological levels. In parallel with analytical advances to measure lipids in biological matrices, the field of computational lipidomics has been rapidly advancing, enabling modeling of lipidomes in their pathway, spatial and dynamic contexts. This review focuses on recent progress in systems biology approaches to study lipids in health and disease, with specific emphasis on methodological advances and biomedical applications.
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- 2021
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11. Hepatic ceramides dissociate steatosis and insulin resistance in patients with non-alcoholic fatty liver disease
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Sanja Sädevirta, Matej Orešič, Panu K. Luukkonen, Tuulia Hyötyläinen, Marja Leivonen, Hannele Yki-Järvinen, Johanna Arola, You Zhou, Department of Medicine, Clinicum, II kirurgian klinikka, Department of Surgery, Medicum, Department of Pathology, and Hannele Yki-Järvinen Research Group
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Male ,0301 basic medicine ,Biopsy ,VARIANT ,Adipose tissue ,GLUCOSE ,I148M ,chemistry.chemical_compound ,Patatin-like phospholipase domain containing protein 3 ,0302 clinical medicine ,High-density lipoprotein ,Non-alcoholic Fatty Liver Disease ,Risk Factors ,Nonalcoholic fatty liver disease ,Non-alcoholic steatohepatitis ,Fatty liver ,GENETIC-VARIATION ,Middle Aged ,3. Good health ,ADIPOSE-TISSUE ,HISTOLOGICAL SEVERITY ,Liver ,Lipogenesis ,Female ,030211 gastroenterology & hepatology ,OBESE SUBJECTS ,Adult ,medicine.medical_specialty ,Adolescent ,Biology ,Free fatty acids ,Ceramides ,Young Adult ,03 medical and health sciences ,Insulin resistance ,Diabetes mellitus ,Internal medicine ,medicine ,Humans ,PNPLA3 ,Aged ,Hepatology ,nutritional and metabolic diseases ,DIABETES-MELLITUS ,ACIDS ,medicine.disease ,R1 ,030104 developmental biology ,Endocrinology ,chemistry ,3121 General medicine, internal medicine and other clinical medicine ,Dihydroceramides ,Insulin Resistance ,Steatosis - Abstract
Background & Aims: Recent data in mice have identified de novo ceramide synthesis as the key mediator of hepatic insulin resistance (IR) that in humans characterizes increases in liver fat due to IR ('Metabolic NAFLD' but not that due to the I148M gene variant in PNPLA3 ('PNPLA3 NAFLD'). We determined which bioactive lipids co-segregate with IR in the human liver. Methods: Liver lipidome was profiled in liver biopsies from 125 subjects that were divided into equally sized groups based on median HOMA-IR ('High and Low HOMA-IR', n = 62 and n = 63) or PNPLA3 genotype (PNPIA3(148MM/MI), n = 61 vs. PNPLA3(148II), n = 64). The subjects were also divided into 4 groups who had either IR, the I148M gene variant, both of the risk factors or neither. Results: Steatosis and NASH prevalence were similarly increased in 'High HOMA-IR' and PNPLA3(148MM/MI) groups compared to their respective control groups. The 'High HOMA-IR' but not the PNPLA3(148MM/MI) group had features of IR. The liver in 'High HOMA-IR' vs. low HOMA-IR' was markedly enriched in saturated and monounsaturated triacylglycerols and free fatty acids, dihydroceramides (markers of de novo ceramide synthesis) and ceramides. Markers of other ceramide synthetic pathways were unchanged. In PNPLA3(148MM/MI) vs. PNPLA3(148II), the increase in liver fat was due to polyunsaturated triacylglycerols while other lipids were unchanged. Similar changes were observed when data were analyzed using the 4 subgroups. Conclusions: Similar increases in liver fat and NASH are associated with a metabolically harmful saturated, ceramide-enriched liver lipidome in 'Metabolic NAFLD' but not in 'PNPLA3 NAFLD'. This difference may explain why metabolic but not PNPLA3 NAFLD increases the risk of type 2 diabetes and cardiovascular disease. (C) 2016 European Association for the Study of the Liver. Published by Elsevier B.V. All rights reserved.
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- 2016
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12. Modeling strategies to study metabolic pathways in progression to type 1 diabetes – Challenges and opportunities
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Matej Orešič and Tijana Marinković
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0301 basic medicine ,endocrine system ,endocrine system diseases ,0206 medical engineering ,Biophysics ,02 engineering and technology ,Biology ,medicine.disease_cause ,Models, Biological ,Biochemistry ,Autoimmunity ,03 medical and health sciences ,Metabolomics ,Lipidomics ,medicine ,Humans ,Metabolic modeling ,Seroconversion ,Molecular Biology ,geography ,Type 1 diabetes ,geography.geographical_feature_category ,Islet ,medicine.disease ,Metabolic pathway ,Diabetes Mellitus, Type 1 ,030104 developmental biology ,Immunology ,Disease Progression ,Metabolic Networks and Pathways ,020602 bioinformatics - Abstract
Seroconversion to islet autoimmunity is preceded by metabolic disturbances in children who later progress to overt type 1 diabetes (T1D). The underlying metabolic pathways and the interaction of metabolic and immune system factors involved in progression to the disease are however poorly understood. There is a clear need for mathematical models which capture the temporal and spatial complexity of early pathogenesis of T1D. Here we review the early attempts to model the development of islet autoimmunity and T1D, including the models which emphasize the potential beneficial role of autoimmune response in specific circumstances, such as to 'correct' for the early metabolic disturbances. We also highlight the genome-scale metabolic modeling as a promising new avenue to study metabolism and its interactions with the immune system in T1D.
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- 2016
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13. Metabolomics approaches to identify biomarkers of non-alcoholic fatty liver disease
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Aidan McGlinchey, Dawei Geng, Olivier Govaere, Vlad Ratziu, Elisabetta Bugianesi, Jörn M. Schattenberg, Ann K Daly, Tuulia Hyötyläinen, Quentin Anstee, and Matej Orešič
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Hepatology - Published
- 2020
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14. Self-organization and missing values in SOM and GTM
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Marko Sysi-Aho, Matej Orešič, Maria Osmala, Timo Honkela, Krista Lagus, Tapani Raiko, Tommi Vatanen, and Harri Lähdesmäki
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Self-organization ,Self-organizing map ,010504 meteorology & atmospheric sciences ,Computer science ,Missing data ,Cognitive Neuroscience ,Initialization ,02 engineering and technology ,Machine learning ,computer.software_genre ,01 natural sciences ,Artificial Intelligence ,0202 electrical engineering, electronic engineering, information engineering ,Imputation (statistics) ,0105 earth and related environmental sciences ,Data visualization ,business.industry ,Computer Science Applications ,Data set ,ComputingMethodologies_PATTERNRECOGNITION ,Principal component analysis ,020201 artificial intelligence & image processing ,Data mining ,Artificial intelligence ,business ,Generative topographic mapping ,computer ,MNIST database - Abstract
In this paper, we study fundamental properties of the Self-Organizing Map (SOM) and the Generative Topographic Mapping (GTM), ramifications of the initialization of the algorithms and properties of the algorithms in the presence of missing data. We show that the commonly used principal component analysis (PCA) initialization of the GTM does not guarantee good learning results with high-dimensional data. Initializing the GTM with the SOM is shown to yield improvements in self-organization with three high-dimensional data sets: commonly used MNIST and ISOLET data sets and epigenomic ENCODE data set. We also propose a revision of handling missing data to the batch SOM algorithm called the Imputation SOM and show that the new algorithm is more robust in the presence of missing data. We benchmark the performance of the topographic mappings in the missing value imputation task and conclude that there are better methods for this particular task. Finally, we announce a revised version of the SOM Toolbox for Matlab with added GTM functionality.
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- 2015
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15. Dietary carbohydrate modification alters serum metabolic profiles in individuals with the metabolic syndrome
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Marjukka Kolehmainen, Ursula Schwab, Tuulikki Seppänen-Laakso, Tapani Suortti, Matej Orešič, Laxman Yetukuri, Helena Gylling, Maria Lankinen, David E. Laaksonen, P. Kallio, Peddinti Gopalacharyulu, Kaisa Poutanen, and Marko Sysi-Aho
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Spectrometry, Mass, Electrospray Ionization ,medicine.medical_specialty ,Endocrinology, Diabetes and Metabolism ,medicine.medical_treatment ,Gene Expression ,Medicine (miscellaneous) ,Adipose tissue ,Biology ,Carbohydrate metabolism ,Eating ,Metabolomics ,SDG 3 - Good Health and Well-being ,Internal medicine ,Lipidomics ,Dietary Carbohydrates ,medicine ,Humans ,Chromatography, High Pressure Liquid ,Nutrition and Dietetics ,Insulin ,Fatty Acids ,food and beverages ,Lipid metabolism ,medicine.disease ,Lipids ,Metabolic syndrome ,metabolomics ,Biosynthetic Pathways ,Skinfold Thickness ,Treatment Outcome ,Glycemic index ,Endocrinology ,Adipose Tissue ,Biochemistry ,Glycemic Index ,lipidomics ,diet ,Cardiology and Cardiovascular Medicine ,Amino Acids, Branched-Chain - Abstract
Background and aims Whole-grain cereals and diets with a low glycemic index may protect against the development of type 2 diabetes and heart disease, but the mechanisms are poorly understood. We studied the effect of carbohydrate modification on serum metabolic profiles, including lipids and branched chain amino acids, and dependencies between these and specific gene expression pathways in adipose tissue. Methods and results Twenty subjects with metabolic syndrome were selected from the larger FUNGENUT study population, randomized either to a diet high in oat and wheat bread and potato (OWP) or rye bread and pasta (RP). Serum metabolomics analyses were performed using ultra-performance liquid chromatography coupled to electrospray ionization mass spectrometry (UPLC/MS), gas chromatography (GC) and UPLC. In the OWP group multiple proinflammatory lysophosphatidylcholines increased, while in the RP group docosahexaenoic acid (DHA 22:6n-3) increased and isoleucine decreased. mRNA expression of stress reactions- and adipose tissue differentiation-related genes were up-regulated in adipose tissue in the OWP group. In the RP group, however, pathways related to stress reactions and insulin signaling and energy metabolism were down-regulated. The lipid profiles had the strongest association with the changes in the adipose tissue differentiation pathway when using the elastic net regression model of the lipidomic profiles on selected pathways. Conclusion Our results suggest that the dietary carbohydrate modification alters the serum metabolic profile, especially in lysoPC species, and may, thus, contribute to proinflammatory processes which in turn promote adverse changes in insulin and glucose metabolism.
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- 2010
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16. Saturated fat is more metabolically harmful for the human liver than polyunsaturated fat or simple sugars
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Susanna Lallukka, Tuulia Hyötyläinen, P. Luukkonen, Aila Rissanen, Leanne Hodson, Marju Orho-Melander, Matej Orešič, Melania Gaggini, Adnan Ali, Anne Salonen, A. Hakkarainen, Nina Lundbom, Sanja Sädevirta, Linda Ahonen, You Zhou, Helena Gylling, Hannele Yki-Järvinen, C. Jian, and Amalia Gastaldelli
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0301 basic medicine ,03 medical and health sciences ,Polyunsaturated fat ,030109 nutrition & dietetics ,Hepatology ,Human liver ,Chemistry ,Saturated fat ,Food science - Published
- 2018
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17. Pathways to the analysis of microarray data
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Matej Orešič, R. Keira Curtis, and Antonio Vidal-Puig
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Microarray ,Bioengineering ,Computational biology ,Biology ,Models, Biological ,Animals ,Humans ,Computer Simulation ,Analysis method ,Oligonucleotide Array Sequence Analysis ,Genetics ,Regulation of gene expression ,Microarray analysis techniques ,Gene Expression Profiling ,Pathway analysis ,pathway analysis ,Gene expression profiling ,Gene Expression Regulation ,Gene chip analysis ,DNA microarray ,microarray ,oligonucleotide microarrays ,Algorithms ,cDNA microarrays ,Signal Transduction ,Transcription Factors ,Biotechnology - Abstract
The development of microarray technology allows the simultaneous measurement of the expression of many thousands of genes. The information gained offers an unprecedented opportunity to fully characterize biological processes. However, this challenge will only be successful if new tools for the efficient integration and interpretation of large datasets are available. One of these tools, pathway analysis, involves looking for consistent but subtle changes in gene expression by incorporating either pathway or functional annotations. We review several methods of pathway analysis and compare the performance of three, the binomial distribution, z scores, and gene set enrichment analysis, on two microarray datasets. Pathway analysis is a promising tool to identify the mechanisms that underlie diseases, adaptive physiological compensatory responses and new avenues for investigation.
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- 2005
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18. Specific correlations between relative synonymous codon usage and protein secondary structure
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Matej Orešič and David Shalloway
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Protein Folding ,Databases, Factual ,Protein Data Bank (RCSB PDB) ,Gene Expression ,Biology ,Protein Structure, Secondary ,Protein structure ,Bacterial Proteins ,Species Specificity ,Structural Biology ,Gene expression ,Escherichia coli ,Humans ,RNA, Messenger ,Codon ,Molecular Biology ,Protein secondary structure ,Gene ,Genetics ,Base Composition ,Base Sequence ,Intron ,Proteins ,Exons ,Introns ,Genes, Bacterial ,Codon usage bias ,Protein folding - Abstract
We found significant species-specific correlations between the use of two synonymous codons and protein secondary structure units by comparing the three-dimensional structures of human and Escherichia coli proteins with their mRNA sequences. The correlations are not explained by codon-context, expression level, GC/AU content, or positional effects. The E. coli correlation is between Asn AAC and the C-terminal regions of beta-sheet segments; it may result from selection for translational accuracy, suggesting the hypothesis that downstream Asn residues are important for beta-sheet formation. The correlation in human proteins is between Asp GAU and the N termini of alpha-helices; it may be important for eukaryote-specific sequential, cotranslational folding. The kingdom-specific correlations may reflect kingdom-specific differences in translational mechanisms. The correlations may help identify residues that are important for secondary structure formation, be useful in secondary structure prediction algorithms, and have implications for recombinant gene expression.
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- 1998
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19. The Dynamics of the Human Infant Gut Microbiome in Development and in Progression toward Type 1 Diabetes
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Vallo Tillmann, Clary B. Clish, Ismo Mattila, Jorma Ilonen, Diabimmune Study Grp, Matej Orešič, Curtis Huttenhower, Tommi Vatanen, Mikael Knip, Ramnik J. Xavier, Hermie J. M. Harmsen, Marcus C. de Goffau, Outi Vaarala, Tuulia Hyötyläinen, Dirk Gevers, Aleksandar Kostic, Päivi Pöhö, Suvi M. Virtanen, Heli Siljander, Anu-Maaria Hämäläinen, Eric A. Franzosa, Aleksandr Peet, and Harri Lähdesmäki
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0301 basic medicine ,Type 1 diabetes ,medicine.medical_specialty ,Biology ,medicine.disease ,Bioinformatics ,Microbiology ,Gut microbiome ,03 medical and health sciences ,030104 developmental biology ,Endocrinology ,Virology ,Internal medicine ,medicine ,Parasitology - Published
- 2016
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20. Monte Carlo simulation of a quasi one-dimensional spin glass
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Matej Orešič and Raša Pirc
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Physics ,Coupling ,Spin glass ,Condensed matter physics ,Quantum Monte Carlo ,Monte Carlo method ,Condensed Matter Physics ,Condensed Matter::Disordered Systems and Neural Networks ,Magnetic susceptibility ,Electronic, Optical and Magnetic Materials ,Ferromagnetism ,Materials Chemistry ,Ceramics and Composites ,Dynamic Monte Carlo method ,Condensed Matter::Strongly Correlated Electrons ,Ising model - Abstract
A recently introduced model of a quasi one-dimensional spin glass by means of Monte Carlo simulations was studied. The model consists of linear chains of Ising spins with ferromagnetic nearest-neighbour interchain coupling of strength, K , in addition to infinite-range random interactions. The Edwards-Anderson order parameter and the field-cooled and zero-field-cooled susceptibilities are evaluated for various values of K .
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- 1994
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21. O045 : Bioactive lipids in the human liver in ‘Common NAFLD’ and ‘PNPLA3 NAFLD’
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Matej Orešič, Marju Orho-Melander, P. Luukkonen, Sanja Sädevirta, You Zhou, Marja Leivonen, Johanna Arola, Hannele Yki-Järvinen, and Tuulia Hyötyläinen
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0303 health sciences ,03 medical and health sciences ,medicine.medical_specialty ,0302 clinical medicine ,Endocrinology ,Hepatology ,Human liver ,business.industry ,Internal medicine ,Medicine ,030211 gastroenterology & hepatology ,business ,030304 developmental biology - Published
- 2015
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22. LIPIDOMIC ANALYSIS IN THE POPULATION COHORT REVEALS POTENTIAL ROLE OF SATURATED TRIGLYCERIDES AND FATTY LIVER IN SCHIZOPHRENIA
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Samuli I. Saarni, Jonna Perälä, Jaana Suvisaari, Jing Tang, Matej Orešič, Suoma E. Saarni, Tuulikki Seppänen-Laakso, and Marko Sysi-Aho
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Psychiatry and Mental health ,medicine.medical_specialty ,Endocrinology ,Schizophrenia ,business.industry ,Internal medicine ,Fatty liver ,medicine ,Population cohort ,medicine.disease ,business ,Biological Psychiatry - Published
- 2010
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23. 144 Aberrant amino acid signalling and metabolism in the Deletor mouse
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Matej Orešič, Henna Tyynismaa, Christopher Carroll, Sofia Ahola, and Anu Suomalainen-Wartiovaara
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chemistry.chemical_classification ,0303 health sciences ,Cell Biology ,Metabolism ,Amino acid ,03 medical and health sciences ,0302 clinical medicine ,Signalling ,Biochemistry ,chemistry ,Molecular Medicine ,Molecular Biology ,030217 neurology & neurosurgery ,030304 developmental biology - Published
- 2010
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24. LB-PO-860 COMPREHENSIVE METABOLOMIC CHARACTERISATION OF LIPOPROTEIN FRACTIONS REVEALS DIFFERENTIAL LIPOPROTEIN-SPECIFIC REGULATION OF XENOBIOTIC AND PRO-INFLAMMATORY METABOLITES IN PATIENTS WITH METABOLIC SYNDROME
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M. Sysi-Aho, R Bergholm, Hannele Yki-Järvinen, Matej Orešič, Laxman Yetukuri, Jukka Westerbacka, M.-R. Taskinen, and Vidya Velagapudi
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medicine.medical_specialty ,General Medicine ,medicine.disease ,chemistry.chemical_compound ,Metabolomics ,Endocrinology ,Biochemistry ,chemistry ,Internal medicine ,Internal Medicine ,medicine ,In patient ,Metabolic syndrome ,Cardiology and Cardiovascular Medicine ,Xenobiotic ,Lipoprotein - Published
- 2007
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25. Poster #170 PROLINE AND SCHIZOPHRENIA: A POPULATION-BASED STUDY
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Matej Orešič, Jaana Suvisaari, and Tuulia Hyötyläinen
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Population based study ,Psychiatry and Mental health ,medicine.medical_specialty ,business.industry ,Schizophrenia (object-oriented programming) ,medicine ,Proline ,Psychiatry ,business ,Biological Psychiatry - Published
- 2012
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26. 1414 GUT MICROBIOTA REGULATES BILE ACID METABOLISM BY REDUCING THE LEVELS OF TAURO-BETAMURICHOLIC ACID, A NATURALLY OCCURRING FXR ANTAGONIST
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Sirkku Jäntti, Tuulia Hyötyläinen, K. Bamberg, Fredrik Bäckhed, Hanns-Ulrich Marschall, J. Felin, Annika Wahlström, Matej Orešič, S. Islam, and Bo Angelin
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Hepatology ,Biochemistry ,Antagonist ,Bile acid metabolism ,Biology ,Gut flora ,biology.organism_classification ,G protein-coupled bile acid receptor - Published
- 2012
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27. Splanchnic Balance of Free Fatty Acids, Endocannabinoids, and Lipids in Subjects With Nonalcoholic Fatty Liver Disease
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Matej Orešič, Sandra Castillo, Leanne Hodson, Tapani Suortti, John Wahren, Jukka Westerbacka, Rolf Hultcrantz, Johanna Arola, Barbara A. Fielding, Keith N. Frayn, Hannele Yki-Järvinen, Anna Kotronen, Vesa M. Olkkonen, Tuulikki Seppänen-Laakso, and Julia Perttilä
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Glycerol ,Male ,Palmitates ,Ketone Bodies ,Fatty Acids, Nonesterified ,Hepatic Artery ,0302 clinical medicine ,Non-alcoholic Fatty Liver Disease ,Nonalcoholic fatty liver disease ,Insulin ,Splanchnic Circulation ,chemistry.chemical_classification ,0303 health sciences ,3-Hydroxybutyric Acid ,medicine.diagnostic_test ,Chemistry ,hepatic steatosis ,Fatty liver ,Gastroenterology ,Middle Aged ,hepatic vein ,Liver biopsy ,Lipogenesis ,Ketone bodies ,Female ,lipids (amino acids, peptides, and proteins) ,medicine.medical_specialty ,030209 endocrinology & metabolism ,Hepatic Veins ,Catheterization ,03 medical and health sciences ,SDG 3 - Good Health and Well-being ,Hyperinsulinism ,Internal medicine ,Cannabinoid Receptor Modulators ,medicine ,Humans ,Hypoglycemic Agents ,Lipolysis ,endocannabinoids ,Triglycerides ,030304 developmental biology ,Hepatology ,Fatty acid ,Deuterium ,medicine.disease ,Fatty Liver ,Endocrinology ,lipolysis ,Steatosis ,Endocannabinoids - Abstract
Background & AimsAnimal studies suggest that endocannabinoids could contribute to the development of nonalcoholic fatty liver disease (NAFLD). In addition, NAFLD has been shown to be associated with multiple changes in lipid concentrations in liver biopsies. There are no data on splanchnic free fatty acid (FFA), glycerol, ketone body, endocannabinoid, and lipid fluxes in vivo in subjects with NAFLD.MethodsWe performed hepatic venous catheterization studies in combination with [2H2]palmitate infusion in the fasting state and during a low-dose insulin infusion in 9 subjects with various degrees of hepatic steatosis as determined using liver biopsy. Splanchnic balance of endocannabinoids and individual lipids was determined using ultra performance liquid chromatography coupled to mass spectrometry.ResultsConcentrations of the endocannabinoid 2-arachidonoylglycerol were higher in arterialized (91 ± 33 μg/L basally) than in hepatic venous (51 ± 19 μg/L; P < .05) plasma. Fasting arterial (r = 0.72; P = .031) and hepatic venous (r = 0.70; P = .037) concentrations of 2-arachidonoylglycerol were related positively to liver fat content. Analysis of fluxes of 85 different triglycerides showed that the fatty liver overproduces saturated triglycerides. In the plasma FFA fraction in the basal state, the relative amounts of palmitoleate and linoleate were lower and those of stearate and oleate were higher in the hepatic vein than in the artery. Absolute concentrations of all nontriglyceride lipids were comparable in arterialized venous plasma and the hepatic vein both in the basal and insulin-stimulated states.ConclusionsThe human fatty liver takes up 2-arachidonoylglycerol and overproduces triacylglycerols containing saturated fatty acids, which might reflect increased de novo lipogenesis.
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- 2010
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28. ApoCIII-enriched LDL in type 2 diabetes displays altered lipid composition and increased susceptibility for sphingomyelinase
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Anne Hiukka, C. Pettersson, Martin Adiels, Matej Orešič, Sven-Olof Olofsson, Susanne Teneberg, Olov Wiklund, Malin Levin, Marja-Riitta Taskinen, Marcus Ståhlman, n Jan Bor, and Kim Ekroos
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medicine.medical_specialty ,Endocrinology ,Chemistry ,Lipid composition ,Internal medicine ,Organic Chemistry ,medicine ,Cell Biology ,Type 2 diabetes ,medicine.disease ,Sphingomyelin ,Molecular Biology ,Biochemistry - Published
- 2008
- Full Text
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