131 results on '"Simon LM"'
Search Results
2. SMARCA4 regulates spatially restricted metabolic plasticity in 3D multicellular tissue
- Author
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Omid Veiseh, Nagireddy Putluri, Chambers C, Loeza Cabrera M, Chan Ys, Maria Jarvis, Rui Chen, Xu Y, Kateřina Čermáková, H.C. Hodges, Ripley Rt, Abhinav K. Jain, Eric A. Smith, and Simon Lm
- Subjects
Programmed cell death ,Cell culture ,genetic processes ,Gene expression ,SMARCA4 ,Repressor ,Biology ,Transcription factor ,Chromatin remodeling ,Derepression ,Cell biology - Abstract
SWI/SNF and related chromatin remodeling complexes act as tissue-specific tumor suppressors and are frequently inactivated in different cancers. Although many regulatory activities of SWI/SNF have been identified using 2D cell culture, the effects of SWI/SNF alterations in more complex 3D tissues have remained poorly understood. Here we employed 3D cell culture conditions that yield transcriptomic states mirroring primary lung adenocarcinoma (LUAD) specimens better than 2D culture. By analyzing spatial patterns of gene expression and DNA accessibility in 3D spheroids using single-cell RNA-seq and ATAC-seq, we find that the SWI/SNF ATPase SMARCA4 (BRG1) induces state-specific changes to DNA accessibility that influence spatially heterogeneous expression patterns and metabolism. In 3D conditions, SMARCA4 promotes accessibility for AP-1 transcription factors, including ATF3, a regulator of metabolism and repressor of NRF2 antioxidant signaling. These changes reduce expression of SLC7A11 in a distinct portion of cells, which sensitizes A549 spheroids to cell death via ferroptosis under oxidizing conditions. Consistent with these results, we find that SMARCA4 alterations are associated with derepression of NRF2 targets in human tumors independently of NRF2/KEAP1 status. Our work reveals new 3D-specific features and unanticipated spatial complexity associated with chromatin remodeling in multicellular tissues.
- Published
- 2021
3. MetaMap, an interactive webtool for the exploration of metatranscriptomic reads in human disease-related RNA-seq data
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Simon, LM, primary, Tsitsiridis, G, additional, Angerer, P, additional, and Theis, FJ, additional
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- 2018
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4. MetaMap: An atlas of metatranscriptomic reads in human disease-related RNA-seq data
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Simon, LM, primary, Karg, S, additional, Westermann, AJ, additional, Engel, M, additional, Elbehery, AHA, additional, Hense, B, additional, Heinig, M, additional, Deng, L, additional, and Theis, FJ, additional
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- 2018
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5. Impact of incision and drainage of infected thyroglossal duct cyst on recurrence after sistrunk procedure.
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Simon LM and Magit AE
- Published
- 2012
6. Survey of Ménière's disease in a subspecialty referral practice.
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Vrabec JT, Simon LM, and Coker NJ
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- 2007
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7. SNP in human ARHGEF3 promoter is associated with DNase hypersensitivity, transcript level and platelet function, and Arhgef3 KO mice have increased mean platelet volume
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Zou, S, Teixeira, AM, Kostadima, M, Astle, WJ, Radhakrishnan, A, Simon, LM, Truman, L, Fang, JS, Hwa, J, Zhang, P-X, Van Der Harst, P, Bray, PF, Ouwehand, WH, Frontini, M, and Krause, DS
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Blood Platelets ,Male ,Mice, Knockout ,Cell Differentiation ,Fetal Blood ,Polymorphism, Single Nucleotide ,3. Good health ,Cohort Studies ,Mice, Inbred C57BL ,Gene Expression Regulation ,Animals ,Humans ,Female ,Promoter Regions, Genetic ,Mean Platelet Volume ,Megakaryocytes ,Rho Guanine Nucleotide Exchange Factors ,Cell Size - Abstract
Genome-wide association studies have identified a genetic variant at 3p14.3 (SNP rs1354034) that strongly associates with platelet number and mean platelet volume in humans. While originally proposed to be intronic, analysis of mRNA expression in primary human hematopoietic subpopulations reveals that this SNP is located directly upstream of the predominantly expressed ARHGEF3 isoform in megakaryocytes (MK). We found that ARHGEF3, which encodes a Rho guanine exchange factor, is dramatically upregulated during both human and murine MK maturation. We show that the SNP (rs1354034) is located in a DNase I hypersensitive region in human MKs and is an expression quantitative locus (eQTL) associated with ARHGEF3 expression level in human platelets, suggesting that it may be the causal SNP that accounts for the variations observed in human platelet traits and ARHGEF3 expression. In vitro human platelet activation assays revealed that rs1354034 is highly correlated with human platelet activation by ADP. In order to test whether ARHGEF3 plays a role in MK development and/or platelet function, we developed an Arhgef3 KO/LacZ reporter mouse model. Reflecting changes in gene expression, LacZ expression increases during MK maturation in these mice. Although Arhgef3 KO mice have significantly larger platelets, loss of Arhgef3 does not affect baseline MK or platelets nor does it affect platelet function or platelet recovery in response to antibody-mediated platelet depletion compared to littermate controls. In summary, our data suggest that modulation of ARHGEF3 gene expression in humans with a promoter-localized SNP plays a role in human MKs and human platelet function-a finding resulting from the biological follow-up of human genetic studies. Arhgef3 KO mice partially recapitulate the human phenotype.
8. MYC Induces Oncogenic Stress through RNA Decay and Ribonucleotide Catabolism in Breast Cancer.
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Meena JK, Wang JH, Neill NJ, Keough D, Putluri N, Katsonis P, Koire AM, Lee H, Bowling EA, Tyagi S, Orellana M, Dominguez-Vidaña R, Li H, Eagle K, Danan C, Chung HC, Yang AD, Wu W, Kurley SJ, Ho BM, Zoeller JR, Olson CM, Meerbrey KL, Lichtarge O, Sreekumar A, Dacso CC, Guddat LW, Rejman D, Hocková D, Janeba Z, Simon LM, Lin CY, Pillon MC, and Westbrook TF
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- Animals, Female, Humans, Mice, Cell Line, Tumor, Gene Expression Regulation, Neoplastic, Breast Neoplasms metabolism, Breast Neoplasms genetics, Breast Neoplasms pathology, Proto-Oncogene Proteins c-myc metabolism, Proto-Oncogene Proteins c-myc genetics, Ribonucleotides metabolism, RNA Stability
- Abstract
Upregulation of MYC is a hallmark of cancer, wherein MYC drives oncogenic gene expression and elevates total RNA synthesis across cancer cell transcriptomes. Although this transcriptional anabolism fuels cancer growth and survival, the consequences and metabolic stresses induced by excess cellular RNA are poorly understood. Herein, we discover that RNA degradation and downstream ribonucleotide catabolism is a novel mechanism of MYC-induced cancer cell death. Combining genetics and metabolomics, we find that MYC increases RNA decay through the cytoplasmic exosome, resulting in the accumulation of cytotoxic RNA catabolites and reactive oxygen species. Notably, tumor-derived exosome mutations abrogate MYC-induced cell death, suggesting excess RNA decay may be toxic to human cancers. In agreement, purine salvage acts as a compensatory pathway that mitigates MYC-induced ribonucleotide catabolism, and inhibitors of purine salvage impair MYC+ tumor progression. Together, these data suggest that MYC-induced RNA decay is an oncogenic stress that can be exploited therapeutically. Significance: MYC is the most common oncogenic driver of poor-prognosis cancers but has been recalcitrant to therapeutic inhibition. We discovered a new vulnerability in MYC+ cancer where MYC induces cell death through excess RNA decay. Therapeutics that exacerbate downstream ribonucleotide catabolism provide a therapeutically tractable approach to TNBC (Triple-negative Breast Cancer) and other MYC-driven cancers., (©2024 The Authors; Published by the American Association for Cancer Research.)
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- 2024
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9. Preinduction cervical ripening in an outpatient setting: a prospective pilot study of a synthetic osmotic dilator compared with a double-balloon catheter.
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Koenigbauer JT, Kummer J, Malan M, Simon LM, Hellmeyer L, Kyvernitakis I, Maul H, Wohlmuth P, and Rath W
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- Humans, Female, Pilot Projects, Adult, Prospective Studies, Pregnancy, Labor, Induced methods, Labor, Induced instrumentation, Outpatients, Dilatation methods, Dilatation instrumentation, Dilatation adverse effects, Cervix Uteri diagnostic imaging, Cervix Uteri physiology, Ambulatory Care methods, Catheters, Cervical Ripening physiology, Patient Satisfaction
- Abstract
Objectives: To compare the effectiveness, safety and patient satisfaction of a double balloon catheter (DB) with a synthetic osmotic cervical dilator (OD) for pre-induction cervical ripening in an outpatient setting., Methods: This is a prospective, dual-center pilot study including 94 patients with an unripe cervix (Bishop Score <6) near term; 50 patients received the DB and 44 patients the OD. The primary outcomes were the difference in BishopScore (BS) and cervical shortening. Pain perception at insertion and during the cervical ripening period was evaluated by a visual analogue scale and patient satisfaction by a predefined questionnaire., Results: The use of DB was associated with a significantly higher increase in BS (median 3) compared to OD (median 2; p=0.002) and resulted in significantly greater cervical shortening (median -14 mm vs. -9 mm; p=0.003). There were no serious adverse events at placement of devices or during the cervical ripening. There were no significant differences in perinatal outcomes. Pain perception during cervical ripening was significantly higher (p<0.001), and patient satisfaction regarding sleep, relaxing time and performing desired daily activities were significantly lower in patients with DB compared to patients with OD (p<0.001)., Conclusions: DB was superior to OD regarding cervical ripening based on BS and on sonographic measurement of the cervical length. Patients with OD experienced less pain during cervical ripening and were more satisfied with the method compared to patients with DB., (© 2024 Walter de Gruyter GmbH, Berlin/Boston.)
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- 2024
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10. DeepFace: Deep-learning-based framework to contextualize orofacial-cleft-related variants during human embryonic craniofacial development.
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Dai Y, Itai T, Pei G, Yan F, Chu Y, Jiang X, Weinberg SM, Mukhopadhyay N, Marazita ML, Simon LM, Jia P, and Zhao Z
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- 2024
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11. Investigating gene functions and single-cell expression profiles of de novo variants in orofacial clefts.
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Itai T, Yan F, Liu A, Dai Y, Iwaya C, Curtis SW, Leslie EJ, Simon LM, Jia P, Chen X, Iwata J, and Zhao Z
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- Humans, Mice, Animals, Transcriptome, Genetic Variation genetics, Gene Expression Profiling, Cleft Lip genetics, Cleft Palate genetics, Single-Cell Analysis
- Abstract
Orofacial clefts (OFCs) are common congenital birth defects with various etiologies, including genetic variants. Online Mendelian Inheritance in Man (OMIM) annotated several hundred genes involving OFCs. Furthermore, several hundreds of de novo variants (DNVs) have been identified from individuals with OFCs. Some DNVs are related to known OFC genes or pathways, but there are still many DNVs whose relevance to OFC development is unknown. To explore novel gene functions and their cellular expression profiles, we focused on DNVs in genes that were not listed in OMIM. We collected 960 DNVs in 853 genes from published studies and curated these genes, based on the DNVs' deleteriousness, into 230 and 23 genes related to cleft lip with or without cleft palate (CL/P) and cleft palate only (CPO), respectively. For comparison, we curated 178 CL/P and 277 CPO genes from OMIM. In CL/P, the pathways enriched in DNV and OMIM genes were significantly overlapped (p = 0.002). Single-cell RNA sequencing (scRNA-seq) analysis of mouse lip development revealed that both gene sets had abundant expression in the ectoderm (DNV genes: adjusted p = 0.032, OMIM genes: adjusted p < 0.0002), while only DNV genes were enriched in the endothelium (adjusted p = 0.032). Although we did not achieve significant findings using CPO gene sets, which was mainly due to the limited number of DNV genes, scRNA-seq analysis implicated various expression patterns among DNV and OMIM genes. Our results suggest that combinatory pathway and scRNA-seq data analyses are helpful for contextualizing genes in OFC development., Competing Interests: Declaration of interests The authors declare no competing interests., (Copyright © 2024 The Author(s). Published by Elsevier Inc. All rights reserved.)
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- 2024
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12. Single-nucleus multiomics reveals the disrupted regulatory programs in three brain regions of sporadic early-onset Alzheimer's disease.
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Liu A, Citu C, Enduru N, Chen X, Manuel AM, Sinha T, Gorski D, Fernandes BS, Yu M, Schulz PE, Simon LM, Soto C, and Zhao Z
- Abstract
Sporadic early-onset Alzheimer's disease (sEOAD) represents a significant but less-studied subtype of Alzheimer's disease (AD). Here, we generated a single-nucleus multiome atlas derived from the postmortem prefrontal cortex, entorhinal cortex, and hippocampus of nine individuals with or without sEOAD. Comprehensive analyses were conducted to delineate cell type-specific transcriptomic changes and linked candidate cis- regulatory elements (cCREs) across brain regions. We prioritized seven conservative transcription factors in glial cells in multiple brain regions, including RFX4 in astrocytes and IKZF1 in microglia, which are implicated in regulating sEOAD-associated genes. Moreover, we identified the top 25 altered intercellular signaling between glial cells and neurons, highlighting their regulatory potential on gene expression in receiver cells. We reported 38 cCREs linked to sEOAD-associated genes overlapped with late-onset AD risk loci, and sEOAD cCREs enriched in neuropsychiatric disorder risk loci. This atlas helps dissect transcriptional and chromatin dynamics in sEOAD, providing a key resource for AD research.
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- 2024
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13. Leveraging Integrated RNA Sequencing to Decipher Adrenomedullin's Protective Mechanisms in Experimental Bronchopulmonary Dysplasia.
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Palit S, Shrestha AK, Thapa S, L Grimm S, Coarfa C, Theis F, Simon LM, and Shivanna B
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- Animals, Mice, Humans, Sequence Analysis, RNA methods, Disease Models, Animal, Lipopolysaccharides, Lung metabolism, Lung pathology, Killer Cells, Natural metabolism, Killer Cells, Natural immunology, Transcriptome, Adrenomedullin genetics, Adrenomedullin metabolism, Bronchopulmonary Dysplasia genetics, Bronchopulmonary Dysplasia pathology, Bronchopulmonary Dysplasia metabolism
- Abstract
Bronchopulmonary dysplasia (BPD) is a chronic lung disease commonly affecting premature infants, with limited therapeutic options and increased long-term consequences. Adrenomedullin ( Adm ), a proangiogenic peptide hormone, has been found to protect rodents against experimental BPD. This study aims to elucidate the molecular and cellular mechanisms through which Adm influences BPD pathogenesis using a lipopolysaccharide (LPS)-induced model of experimental BPD in mice. Bulk RNA sequencing of Adm -sufficient (wild-type or Adm
+/+ ) and Adm -haplodeficient ( Adm+/- ) mice lungs, integrated with single-cell RNA sequencing data, revealed distinct gene expression patterns and cell type alterations associated with Adm deficiency and LPS exposure. Notably, computational integration with cell atlas data revealed that Adm -haplodeficient mouse lungs exhibited gene expression signatures characteristic of increased inflammation, natural killer (NK) cell frequency, and decreased endothelial cell and type II pneumocyte frequency. Furthermore, in silico human BPD patient data analysis supported our cell type frequency finding, highlighting elevated NK cells in BPD infants. These results underscore the protective role of Adm in experimental BPD and emphasize that it is a potential therapeutic target for BPD infants with an inflammatory phenotype.- Published
- 2024
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14. Let-7 restrains an oncogenic epigenetic circuit in AT2 cells to prevent ectopic formation of fibrogenic transitional cell intermediates and pulmonary fibrosis.
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Seasock MJ, Shafiquzzaman M, Ruiz-Echartea ME, Kanchi RS, Tran BT, Simon LM, Meyer MD, Erice PA, Lotlikar SL, Wenlock SC, Ochsner SA, Enright A, Carisey AF, Romero F, Rosas IO, King KY, McKenna NJ, Coarfa C, and Rodriguez A
- Abstract
Analysis of lung alveolar type 2 (AT2) progenitor stem cells has highlighted fundamental mechanisms that direct their differentiation into alveolar type 1 cells (AT1s) in lung repair and disease. However, microRNA (miRNA) mediated post-transcriptional mechanisms which govern this nexus remain understudied. We show here that the let-7 miRNA family serves a homeostatic role in governance of AT2 quiescence, specifically by preventing the uncontrolled accumulation of AT2 transitional cells and by promoting AT1 differentiation to safeguard the lung from spontaneous alveolar destruction and fibrosis. Using mice and organoid models with genetic ablation of let-7a1/let-7f1/let-7d cluster ( let-7afd ) in AT2 cells, we demonstrate prevents AT1 differentiation and results in aberrant accumulation of AT2 transitional cells in progressive pulmonary fibrosis. Integration of enhanced AGO2 UV-crosslinking and immunoprecipitation sequencing (AGO2-eCLIP) with RNA-sequencing from AT2 cells uncovered the induction of direct targets of let-7 in an oncogene feed-forward regulatory network including BACH1/EZH2 which drives an aberrant fibrotic cascade. Additional analyses by CUT&RUN-sequencing revealed loss of let-7afd hampers AT1 differentiation by eliciting aberrant histone EZH2 methylation which prevents the exit of AT2 transitional cells into terminal AT1s. This study identifies let-7 as a key gatekeeper of post-transcriptional and epigenetic chromatin signals to prevent AT2-driven pulmonary fibrosis., Competing Interests: COMPETING INTEREST STATEMENT The authors declare no competing interests.
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- 2024
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15. Are single nucleotide polymorphisms in the IL-2 gene biomarkers for Hashimoto's thyroiditis?
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Chiorean AD, Bâlici Ş, Nicula GZ, Vică ML, Nechita VI, Loga LI, Bordea MA, Simon LM, and Matei HV
- Abstract
Background and Aims: Hashimoto's thyroiditis (HT) is an autoimmune disorder that can lead to hypothyroidism. The pathophysiology of HT involves the production of antithyroid antibodies that attack the thyroid tissue, causing inflammation and progressive fibrosis. Recent studies demonstrated a strong correlation between Interleukin-2 (IL-2) levels and the development of autoimmune diseases, suggesting that this cytokine may play a crucial role in the pathogenesis of HT., Methods: In this study, we determined the presence of the point mutation +114T/G in the IL-2 gene in patients with HT compared with a control group, and also the serum level of anti-thyroid peroxidase (TPOAbs) and anti-thyroglobulin (TgAbs) antibodies in HT patients with vs. without the mutation. The sequences of the IL-2 gene obtained from subjects were determined by the Sanger sequencing method., Results: Our study did not reveal that the +114T/G polymorphism of the IL-2 gene is a susceptibility or protective factor for HT. No significant correlations were observed between the reference genotype, hetero- and homozygous +114T/G polymorphism and TPOAbs, respectively TgAbs serum levels in HT patients., Conclusions: Further studies of more cases are needed to identify more polymorphisms in the IL-2 gene and study their correlations with HT.
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- 2024
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16. The HSP90-MYC-CDK9 network drives therapeutic resistance in mantle cell lymphoma.
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Yan F, Jiang V, Jordan A, Che Y, Liu Y, Cai Q, Xue Y, Li Y, McIntosh J, Chen Z, Vargas J, Nie L, Yao Y, Lee HH, Wang W, Bigcal JR, Badillo M, Meena J, Flowers C, Zhou J, Zhao Z, Simon LM, and Wang M
- Abstract
Brexucabtagene autoleucel CAR-T therapy is highly efficacious in overcoming resistance to Bruton's tyrosine kinase inhibitors (BTKi) in mantle cell lymphoma. However, many patients relapse post CAR-T therapy with dismal outcomes. To dissect the underlying mechanisms of sequential resistance to BTKi and CAR-T therapy, we performed single-cell RNA sequencing analysis for 66 samples from 25 patients treated with BTKi and/or CAR-T therapy and conducted in-depth bioinformatics™ analysis. Our analysis revealed that MYC activity progressively increased with sequential resistance. HSP90AB1 (Heat shock protein 90 alpha family class B member 1), a MYC target, was identified as early driver of CAR-T resistance. CDK9 (Cyclin-dependent kinase 9), another MYC target, was significantly upregulated in Dual-R samples. Both HSP90AB1 and CDK9 expression were correlated with MYC activity levels. Pharmaceutical co-targeting of HSP90 and CDK9 synergistically diminished MYC activity, leading to potent anti-MCL activity. Collectively, our study revealed that HSP90-MYC-CDK9 network is the primary driving force of therapeutic resistance., (© 2024. The Author(s).)
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- 2024
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17. Single-cell multiomics decodes regulatory programs for mouse secondary palate development.
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Yan F, Suzuki A, Iwaya C, Pei G, Chen X, Yoshioka H, Yu M, Simon LM, Iwata J, and Zhao Z
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- Mice, Animals, Multiomics, Transcription Factors genetics, Transcription Factors metabolism, Chromatin genetics, Gene Expression Regulation, Developmental, Cleft Palate genetics
- Abstract
Perturbations in gene regulation during palatogenesis can lead to cleft palate, which is among the most common congenital birth defects. Here, we perform single-cell multiome sequencing and profile chromatin accessibility and gene expression simultaneously within the same cells (n = 36,154) isolated from mouse secondary palate across embryonic days (E) 12.5, E13.5, E14.0, and E14.5. We construct five trajectories representing continuous differentiation of cranial neural crest-derived multipotent cells into distinct lineages. By linking open chromatin signals to gene expression changes, we characterize the underlying lineage-determining transcription factors. In silico perturbation analysis identifies transcription factors SHOX2 and MEOX2 as important regulators of the development of the anterior and posterior palate, respectively. In conclusion, our study charts epigenetic and transcriptional dynamics in palatogenesis, serving as a valuable resource for further cleft palate research., (© 2024. The Author(s).)
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- 2024
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18. Microbial fingerprints reveal interaction between museum objects, curators, and visitors.
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Simon LM, Flocco C, Burkart F, Methner A, Henke D, Rauer L, Müller CL, Vogel J, Quaisser C, Overmann J, and Simon S
- Abstract
Microbial communities reside at the interface between humans and their environment. Whether the microbiome can be leveraged to gain information on human interaction with museum objects is unclear. To investigate this, we selected objects from the Museum für Naturkunde and the Pergamonmuseum in Berlin, Germany, varying in material and size. Using swabs, we collected 126 samples from natural and cultural heritage objects, which were analyzed through 16S rRNA sequencing. By comparing the microbial composition of touched and untouched objects, we identified a microbial signature associated with human skin microbes. Applying this signature to cultural heritage objects, we identified areas with varying degrees of exposure to human contact on the Ishtar gate and Sam'al gate lions. Furthermore, we differentiated objects touched by two different individuals. Our findings demonstrate that the microbiome of museum objects provides insights into the level of human contact, crucial for conservation, heritage science, and potentially provenance research., Competing Interests: The authors declare no competing interests., (© 2023 The Authors.)
- Published
- 2023
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19. The C55A Single Nucleotide Polymorphism in CTLA-4 Gene, a New Possible Biomarker in Thyroid Autoimmune Pathology Such as Hashimoto's Thyroiditis.
- Author
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Chiorean AD, Vica ML, Bâlici Ș, Nicula GZ, Răcătăianu N, Bordea MA, Simon LM, and Matei HV
- Abstract
Hashimoto's thyroiditis (HT) is a chronic autoimmune disorder characterized by the production of autoantibodies against the thyroid gland. Different studies have shown that several genes may be associated with HT, which explains why patients often have family members with thyroiditis or other autoimmune diseases. The aim of this case-control study was to evaluate the correlation between polymorphisms at the level of exon 1 from the CTLA-4 gene and the susceptibility to developing HT. In this study, we found that there is no statistically significant association between the polymorphism rs231775 (A22G in exon 1) of the CTLA-4 gene and a genetic predisposition to HT. In contrast, a strong association was discovered for the first time between C55A in exon 1 of the CTLA-4 gene and HT. Our findings suggest that there is a genetic relationship between the CTLA-4 (+55A/C) genotype and the seropositivity against thyroid autoantigens, such as anti-thyroid peroxidase (ATPO) and anti-thyroglobulin antibodies (ATG).
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- 2023
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20. MitoTrace: A Computational Framework for Analyzing Mitochondrial Variation in Single-Cell RNA Sequencing Data.
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Wang M, Deng W, Samuels DC, Zhao Z, and Simon LM
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- Humans, Gene Expression Profiling methods, Polymorphism, Genetic, Sequence Analysis, RNA methods, Mitochondria genetics, Genomics
- Abstract
Genetic variation in the mitochondrial genome is linked to important biological functions and various human diseases. Recent progress in single-cell genomics has established single-cell RNA sequencing (scRNAseq) as a popular and powerful technique to profile transcriptomics at the cellular level. While most studies focus on deciphering gene expression, polymorphisms including mitochondrial variants can also be readily inferred from scRNAseq. However, limited attention has been paid to investigate the single-cell landscape of mitochondrial variants, despite the rapid accumulation of scRNAseq data in the community. In addition, a diploid context is assumed for most variant calling tools, which is not appropriate for mitochondrial heteroplasmies. Here, we introduce MitoTrace, an R package for the analysis of mitochondrial genetic variation in bulk and scRNAseq data. We applied MitoTrace to several publicly accessible data sets and demonstrated its ability to robustly recover genetic variants from scRNAseq data. We also validated the applicability of MitoTrace to scRNAseq data from diverse platforms. Overall, MitoTrace is a powerful and user-friendly tool to investigate mitochondrial variants from scRNAseq data.
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- 2023
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21. Acute Shoulder Injuries in Adults.
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Simon LM, Nguyen V, and Ezinwa NM
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- Humans, Adult, Shoulder, Shoulder Injuries diagnosis, Shoulder Injuries therapy, Shoulder Injuries pathology, Shoulder Dislocation diagnosis, Shoulder Dislocation pathology, Shoulder Dislocation therapy, Rotator Cuff Injuries diagnosis, Rotator Cuff Injuries surgery, Shoulder Joint pathology, Humeral Fractures pathology
- Abstract
Acute shoulder pain lasting less than six months is a common presentation to the primary care office. Shoulder injuries can involve any of the four shoulder joints, rotator cuff, neurovascular structures, clavicle or humerus fractures, and contiguous anatomy. Most acute shoulder injuries are the result of a fall or direct trauma in contact and collision sports. The most common shoulder pathologies seen in primary care are acromioclavicular and glenohumeral joint disease and rotator cuff injury. It is important to conduct a comprehensive history and physical examination to identify the mechanism of injury, localize the injury, and determine if surgical intervention is needed. Most patients with acute shoulder injuries can be treated conservatively using a sling for comfort and participating in a targeted musculoskeletal rehabilitation program. Surgery may be considered for treating middle third clavicle fractures and type III acromioclavicular sprains in active individuals, first-time glenohumeral dislocation in young athletes, and those with full-thickness rotator cuff tears. Surgery is indicated for types IV, V, and VI acromioclavicular joint injuries or displaced or unstable proximal humerus fractures. Urgent surgical referral is indicated for posterior sternoclavicular dislocations.
- Published
- 2023
22. Respiratory Symptom Evaluation in Adults: Wheezing.
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Nguyen V, Jaqua EE, Tran MN, and Simon LM
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- Humans, Adult, Quality of Life, Symptom Assessment, Bronchodilator Agents, Respiratory Sounds, Asthma
- Abstract
Wheezing is a common presenting concern in the primary care setting, but its etiology can be elusive. Wheezing is associated with many disease processes, but most commonly, asthma and chronic obstructive pulmonary disease. Initial tests for wheezing typically include a chest x-ray and pulmonary function testing with bronchodilator challenge. Advanced imaging to evaluate for malignancy should be considered in patients older than 40 years with a significant history of tobacco use and new-onset wheezing. A trial of short-acting beta agonists can be considered while awaiting formal evaluation. Because wheezing is associated with reduced quality of life and increased health care costs, it is essential to develop a standardized evaluation of this common concern and expeditiously manage symptoms., (Written permission from the American Academy of Family Physicians is required for reproduction of this material in whole or in part in any form or medium.)
- Published
- 2023
23. Respiratory Symptom Evaluation in Adults: Chronic Cough.
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Simon LM, Jaqua EE, Nguyen V, and Tran MN
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- Adult, Humans, Symptom Assessment, Hemoptysis, Fever, Cough, Asthma
- Abstract
In adults, chronic cough is a nonproductive or productive cough lasting longer than 8 weeks. Coughing is a reflex to clear the lungs and airways, but repetitive, long-term coughing can cause chronic irritation and inflammation. Approximately 90% of chronic cough diagnoses have common nonmalignant etiologies, including upper airway cough syndrome, asthma, gastroesophageal reflux disease, and nonasthmatic eosinophilic bronchitis. In addition to history and physical examination, initial evaluation for chronic cough includes pulmonary function testing and chest x-ray to assess the lungs and heart and for fluid overload, and evaluate for neoplasm or lymph node enlargement. If the patient has red flag symptoms, such as fever, weight loss, hemoptysis, or recurrent pneumonia, or has persistent symptoms despite optimal drug treatment, advanced imaging with chest computed tomography scan is indicated. Management of chronic cough includes identifying and managing the underlying cause as outlined in the American College of Chest Physicians (CHEST) and European Respiratory Society (ERS) guidelines for chronic cough. In diagnoses of refractory chronic cough with uncertain etiology and a negative evaluation for life-threatening causes, cough hypersensitivity syndrome should be considered and managed with gabapentin or pregabalin and a trial of speech therapy., (Written permission from the American Academy of Family Physicians is required for reproduction of this material in whole or in part in any form or medium.)
- Published
- 2023
24. Respiratory Symptom Evaluation in Adults: Hemoptysis.
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Jaqua EE, Nguyen V, Simon LM, and Tran MN
- Subjects
- Humans, Adult, Symptom Assessment, Diagnosis, Differential, Hemoptysis, Tomography, X-Ray Computed
- Abstract
Hemoptysis is the expectoration of blood from the lower respiratory tract and has an extensive differential diagnosis that can be divided into pseudohemoptysis, infectious, neoplastic, vascular, autoimmune, and drug-related categories. Pseudohemoptysis is the expectoration of blood from a different source and needs to be ruled out. Clinical and hemodynamic stability must be established first. Chest x-ray is the initial imaging examination for all patients with hemoptysis. However, advanced imaging, such as a computed tomography scan, is helpful for further evaluation. Management aims to ensure patient stabilization. Most diagnoses are self-limited, but bronchoscopy and transarterial bronchial artery embolization can be used to manage massive hemoptysis.
- Published
- 2023
25. Respiratory Symptom Evaluation in Adults: Dyspnea.
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Tran MN, Jaqua EE, Nguyen V, and Simon LM
- Subjects
- Humans, Adult, Symptom Assessment, Bronchodilator Agents, Physical Examination, Dyspnea, Analgesics, Opioid
- Abstract
Dyspnea is a common presenting symptom that may derive from pulmonary or extrapulmonary origins. Dyspnea may develop from exposure to drugs or environmental and occupational factors, so a thorough history and physical examination may help differentiate the cause. Chest x-ray followed by chest computed tomography scan if needed is recommended as the initial imaging test for pulmonary-related dyspnea. Nonpharmacotherapy options include supplemental oxygen, self-management with breathing exercises, and airway interventions with rapid sequence intubation in emergency situations. Pharmacotherapy options include opioids, benzodiazepines, corticosteroids, and bronchodilators. After the diagnosis is identified, treatment focuses on optimizing dyspnea symptoms. Prognosis depends on the underlying condition., (Written permission from the American Academy of Family Physicians is required for reproduction of this material in whole or in part in any form or medium.)
- Published
- 2023
26. deCS: A Tool for Systematic Cell Type Annotations of Single-cell RNA Sequencing Data among Human Tissues.
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Pei G, Yan F, Simon LM, Dai Y, Jia P, and Zhao Z
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- Humans, Sequence Analysis, RNA methods, Software, Gene Expression Profiling methods, Single-Cell Analysis methods
- Abstract
Single-cell RNA sequencing (scRNA-seq) is revolutionizing the study of complex and dynamic cellular mechanisms. However, cell type annotation remains a main challenge as it largely relies on a priori knowledge and manual curation, which is cumbersome and subjective. The increasing number of scRNA-seq datasets, as well as numerous published genetic studies, has motivated us to build a comprehensive human cell type reference atlas.Here, we present decoding Cell type Specificity (deCS), an automatic cell type annotation method augmented by a comprehensive collection of human cell type expression profiles and marker genes. We used deCS to annotate scRNA-seq data from various tissue types and systematically evaluated the annotation accuracy under different conditions, including reference panels, sequencing depth, and feature selection strategies. Our results demonstrate that expanding the references is critical for improving annotation accuracy. Compared to many existing state-of-the-art annotation tools, deCS significantly reduced computation time and increased accuracy. deCS can be integrated into the standard scRNA-seq analytical pipeline to enhance cell type annotation. Finally, we demonstrated the broad utility of deCS to identify trait-cell type associations in 51 human complex traits, providing deep insights into the cellular mechanisms underlying disease pathogenesis. All documents for deCS, including source code, user manual, demo data, and tutorials, are freely available at https://github.com/bsml320/deCS., (Copyright © 2023 The Authors. Published by Elsevier B.V. All rights reserved.)
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- 2023
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27. Modeling the impact of child vaccination (5-11 y) on overall COVID-19 related hospitalizations and mortality in a context of omicron variant predominance and different vaccination coverage paces in Brazil.
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Müller GC, Ferreira LS, Mesias Campos FE, Borges ME, Berg de Almeida G, Poloni S, Simon LM, Bagattini ÂM, Quarti M, Felizola Diniz Filho JA, Kraenkel RA, Coutinho RM, Camey SA, Kuchenbecker RS, and Toscano CM
- Abstract
Background: Developing countries have experienced significant COVID-19 disease burden. With the emergence of new variants, particularly omicron, the disease burden in children has increased. When the first COVID-19 vaccine was approved for use in children aged 5-11 years of age, very few countries recommended vaccination due to limited risk-benefit evidence for vaccination of this population. In Brazil, ranking second in the global COVID-19 death toll, the childhood COVID-19 disease burden increased significantly in early 2022. This prompted a risk-benefit assessment of the introduction and scaling-up of COVID-19 vaccination of children., Methods: To estimate the potential impact of vaccinating children aged 5-11 years with mRNA-based COVID-19 vaccine in the context of omicron dominance, we developed a discrete-time SEIR-like model stratified in age groups, considering a three-month time horizon. We considered three scenarios: No vaccination, slow, and maximum vaccination paces. In each scenario, we estimated the potential reduction in total COVID-19 cases, hospitalizations, deaths, hospitalization costs, and potential years of life lost, considering the absence of vaccination as the base-case scenario., Findings: We estimated that vaccinating at a maximum pace could prevent, between mid-January and April 2022, about 26,000 COVID-19 hospitalizations, and 4200 deaths in all age groups; of which 5400 hospitalizations and 410 deaths in children aged 5-11 years. Continuing vaccination at a slow/current pace would prevent 1450 deaths and 9700 COVID-19 hospitalizations in all age groups in this same time period; of which 180 deaths and 2390 hospitalizations in children only., Interpretation: Maximum vaccination of children results in a significant reduction of COVID-19 hospitalizations and deaths and should be enforced in developing countries with significant disease incidence in children., Funding: This manuscript was funded by the Brazilian Council for Scientific and Technology Development (CNPq - Process # 402834/2020-8)., Competing Interests: MEB received payment fees for consulting service for work on database management in the municipality of Florianópolis, funded by 10.13039/100011893PAHO/10.13039/100004423WHO (contract number CON21-00014067). All authors declare no conflict of interest., (© 2022 The Author(s).)
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- 2023
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28. Modelling the impact of school reopening and contact tracing strategies on Covid-19 dynamics in different epidemiologic settings in Brazil.
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Borges ME, Ferreira LS, Poloni S, Bagattini AM, Franco C, da Rosa MQM, Simon LM, Camey SA, Kuchenbecker RS, Prado PI, Diniz-Filho JAF, Kraenkel RA, Coutinho RM, and Toscano CM
- Abstract
We simulate the impact of school reopening during the COVID-19 pandemic in three major urban centers in Brazil to identify the epidemiological indicators and the best timing for the return of in-school activities and the effect of contact tracing as a mitigation measure. Our goal is to offer guidelines for evidence-based policymaking. We implement an extended SEIR model stratified by age and considering contact networks in different settings - school, home, work, and community, in which the infection transmission rate is affected by various intervention measures. After fitting epidemiological and demographic data, we simulate scenarios with increasing school transmission due to school reopening, and also estimate the number of hospitalization and deaths averted by the implementation of contact tracing. Reopening schools results in a non-linear increase in reported COVID-19 cases and deaths, which is highly dependent on infection and disease incidence at the time of reopening. When contact tracing and quarantining are restricted to school and home settings, a large number of daily tests is required to produce significant effects in reducing the total number of hospitalizations and deaths. Policymakers should carefully consider the epidemiological context and timing regarding the implementation of school closure and return of in-person school activities. While contact tracing strategies prevent new infections within school environments, they alone are not sufficient to avoid significant impacts on community transmission., Competing Interests: The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (© 2022 Published by Elsevier Inc.)
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- 2022
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29. Modelling optimal vaccination strategies against COVID-19 in a context of Gamma variant predominance in Brazil.
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Ferreira LS, de Almeida GB, Borges ME, Simon LM, Poloni S, Bagattini ÂM, da Rosa MQM, Diniz Filho JAF, Kuchenbecker RS, Camey SA, Kraenkel RA, Coutinho RM, and Toscano CM
- Subjects
- Humans, Aged, COVID-19 Vaccines, SARS-CoV-2, Brazil epidemiology, ChAdOx1 nCoV-19, Vaccination, COVID-19 epidemiology, COVID-19 prevention & control, Vaccines
- Abstract
Introduction: Brazil experienced moments of collapse in its health system throughout 2021, driven by the emergence of variants of concern (VOC) combined with an inefficient initial vaccination strategy against Covid-19., Objectives: To support decision-makers in formulating COVID-19 immunization policy in the context of limited vaccine availability and evolving variants over time, we evaluate optimal strategies for Covid-19 vaccination in Brazil in 2021, when vaccination was rolled out during Gamma variant predominance., Methods: Using a discrete-time epidemic model we estimate Covid-19 deaths averted, considering the currently Covid-19 vaccine products and doses available in Brazil; vaccine coverage by target population; and vaccine effectiveness estimates. We evaluated a 5-month time horizon, from early August to the end of December 2021. Optimal vaccination strategies compared the outcomes in terms of averted deaths when varying dose intervals from 8 to 12 weeks, and choosing the minimum coverage levels per age group required prior to expanding vaccination to younger target populations. We also estimated dose availability required over time to allow the implementation of optimal strategies., Results: To maximize the number of averted deaths, vaccine coverage of at least 80 % should be reached in older age groups before starting vaccination into subsequent younger age groups. When evaluating varying dose intervals for AZD1222, reducing the dose interval from 12 to 8 weeks for the primary schedule would result in fewer COVID-19 deaths, but this can only be implemented if accompanied by an increase in vaccine supply of at least 50 % over the coming six-months in Brazil., Conclusion: Covid-19 immunization strategies should be tailored to local vaccine product availability and supply over time, circulating variants of concern, and vaccine coverage in target population groups. Modelling can provide valuable and timely evidence to support the implementation of vaccination strategies considering the local context, yet following international and regional technical evidence-based guidance., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2022 Elsevier Ltd. All rights reserved.)
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- 2022
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30. Acute depletion of human core nucleoporin reveals direct roles in transcription control but dispensability for 3D genome organization.
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Zhu X, Qi C, Wang R, Lee JH, Shao J, Bei L, Xiong F, Nguyen PT, Li G, Krakowiak J, Koh SP, Simon LM, Han L, Moore TI, and Li W
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- Humans, Transcription Factors genetics, Nuclear Pore, Genome, Chromatin, Cell Cycle Proteins genetics, Nuclear Pore Complex Proteins genetics, Nuclear Proteins genetics
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The nuclear pore complex (NPC) comprises more than 30 nucleoporins (NUPs) and is a hallmark of eukaryotes. NUPs have been suggested to be important in regulating gene transcription and 3D genome organization. However, evidence in support of their direct roles remains limited. Here, by Cut&Run, we find that core NUPs display broad but also cell-type-specific association with active promoters and enhancers in human cells. Auxin-mediated rapid depletion of two NUPs demonstrates that NUP93, but not NUP35, directly and specifically controls gene transcription. NUP93 directly activates genes with high levels of RNA polymerase II loading and transcriptional elongation by facilitating full BRD4 recruitment to their active enhancers. dCas9-based tethering confirms a direct and causal role of NUP93 in gene transcriptional activation. Unexpectedly, in situ Hi-C and H3K27ac or H3K4me1 HiChIP results upon acute NUP93 depletion show negligible changesS2211-1247(22)01437-1 of 3D genome organization ranging from A/B compartments and topologically associating domains (TADs) to enhancer-promoter contacts., Competing Interests: Declaration of interests The authors declare no competing interests., (Published by Elsevier Inc.)
- Published
- 2022
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31. Spatiotemporal MicroRNA-Gene Expression Network Related to Orofacial Clefts.
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Yan F, Simon LM, Suzuki A, Iwaya C, Jia P, Iwata J, and Zhao Z
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- Animals, Core Binding Factor Alpha 1 Subunit, Gene Expression, Gene Expression Profiling, Gene Regulatory Networks genetics, Mice, Cleft Lip genetics, Cleft Palate genetics, MicroRNAs genetics, MicroRNAs metabolism
- Abstract
Craniofacial structures change dynamically in morphology during development through the coordinated regulation of various cellular molecules. However, it remains unclear how these complex mechanisms are regulated in a spatiotemporal manner. Here we applied natural cubic splines to model gene and microRNA (miRNA) expression from embryonic day (E) 10.5 to E14.5 in the proximal and distal regions of the maxillary processes to identify spatiotemporal patterns of gene and miRNA expression, followed by constructing corresponding regulatory networks. Three major groups of differentially expressed genes (DEGs) were identified, including 3,927 temporal, 314 spatial, and 494 spatiotemporal DEGs. Unsupervised clustering further resolved these spatiotemporal DEGs into 8 clusters with distinct expression patterns. Interestingly, we found 2 clusters of differentially expressed miRNAs: 1 had 80 miRNAs monotonically decreasing and the other had 97 increasing across developmental stages. To evaluate the phenotypic relevance of these DEGs during craniofacial development, we integrated data from the CleftGeneDB database and constructed the regulatory networks of genes related to orofacial clefts. Our analysis revealed 2 hub miRNAs, mmu-miR-325-3p and mmu-miR-384-5p, that repressed cleft-related genes Adamts3 , Runx2 , Fgfr2 , Acvr1 , and Edn2 , while their expression increased over time. On the contrary, 2 hub miRNAs, mmu-miR-218-5p and mmu-miR-338-5p, repressed cleft-related genes Pbx2 , Ermp1 , Snai1 , Tbx2 , and Bmi1 , while their expression decreased over time. Our experiments indicated that these miRNA mimics significantly inhibited cell proliferation in mouse embryonic palatal mesenchymal (MEPM) cells and O9-1 cells through the regulation of genes associated with cleft palate and validated the role of our regulatory networks in orofacial clefts. To facilitate interactive exploration of these data, we developed a user-friendly web tool to visualize the gene and miRNA expression patterns across developmental stages, as well as the regulatory networks (https://fyan.shinyapps.io/facebase_shiny/). Taken together, our results provide a valuable resource that serves as a reference map for future research in craniofacial development.
- Published
- 2022
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32. The acetyltransferase p300 is recruited in trans to multiple enhancer sites by lncSmad7.
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Maldotti M, Lauria A, Anselmi F, Molineris I, Tamburrini A, Meng G, Polignano IL, Scrivano MG, Campestre F, Simon LM, Rapelli S, Morandi E, Incarnato D, and Oliviero S
- Subjects
- Acetylation, Acetyltransferases metabolism, Chromatin genetics, Enhancer Elements, Genetic, p300-CBP Transcription Factors genetics, p300-CBP Transcription Factors metabolism, Histones genetics, Histones metabolism, RNA, Long Noncoding metabolism
- Abstract
The histone acetyltransferase p300 (also known as KAT3B) is a general transcriptional coactivator that introduces the H3K27ac mark on enhancers triggering their activation and gene transcription. Genome-wide screenings demonstrated that a large fraction of long non-coding RNAs (lncRNAs) plays a role in cellular processes and organ development although the underlying molecular mechanisms remain largely unclear (1,2). We found 122 lncRNAs that interacts directly with p300. In depth analysis of one of these, lncSmad7, is required to maintain ESC self-renewal and it interacts to the C-terminal domain of p300. lncSmad7 also contains predicted RNA-DNA Hoogsteen forming base pairing. Combined Chromatin Isolation by RNA precipitation followed by sequencing (ChIRP-seq) together with CRISPR/Cas9 mutagenesis of the target sites demonstrate that lncSmad7 binds and recruits p300 to enhancers in trans, to trigger enhancer acetylation and transcriptional activation of its target genes. Thus, these results unveil a new mechanism by which p300 is recruited to the genome., (© The Author(s) 2022. Published by Oxford University Press on behalf of Nucleic Acids Research.)
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- 2022
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33. EmptyNN: A neural network based on positive and unlabeled learning to remove cell-free droplets and recover lost cells in scRNA-seq data.
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Yan F, Zhao Z, and Simon LM
- Abstract
Droplet-based single-cell RNA sequencing (scRNA-seq) has significantly increased the number of cells profiled per experiment and revolutionized the study of individual transcriptomes. However, to maximize the biological signal, robust computational methods are needed to distinguish cell-free from cell-containing droplets. Here, we introduce a novel cell-calling algorithm called EmptyNN, which trains a neural network based on positive-unlabeled learning for improved filtering of barcodes. For benchmarking purposes, we leveraged cell hashing and genetic variation to provide ground truth. EmptyNN accurately removed cell-free droplets while recovering lost cell clusters, and achieved an area under the receiver operating characteristics of 94.73% and 96.30%, respectively. Comparisons to current state-of-the-art cell-calling algorithms demonstrated the superior performance of EmptyNN. EmptyNN was further applied to a single-nucleus RNA sequencing (snRNA-seq) dataset and showed good performance. Therefore, EmptyNN represents a powerful tool to enhance both scRNA-seq and snRNA-seq quality control analyses., Competing Interests: The authors declare no competing interests., (© 2021 The Authors.)
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- 2021
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34. Investigating Cellular Trajectories in the Severity of COVID-19 and Their Transcriptional Programs Using Machine Learning Approaches.
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Jeong HH, Jia J, Dai Y, Simon LM, and Zhao Z
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- Algorithms, COVID-19 genetics, Computational Biology methods, Gene Expression Profiling, Humans, Machine Learning, Sequence Analysis, RNA methods, Single-Cell Analysis, Bronchoalveolar Lavage Fluid virology, COVID-19 etiology, COVID-19 pathology, Macrophages physiology, Macrophages virology, T-Lymphocytes physiology, T-Lymphocytes virology
- Abstract
Single-cell RNA sequencing of the bronchoalveolar lavage fluid (BALF) samples from COVID-19 patients has enabled us to examine gene expression changes of human tissue in response to the SARS-CoV-2 virus infection. However, the underlying mechanisms of COVID-19 pathogenesis at single-cell resolution, its transcriptional drivers, and dynamics require further investigation. In this study, we applied machine learning algorithms to infer the trajectories of cellular changes and identify their transcriptional programs. Our study generated cellular trajectories that show the COVID-19 pathogenesis of healthy-to-moderate and healthy-to-severe on macrophages and T cells, and we observed more diverse trajectories in macrophages compared to T cells. Furthermore, our deep-learning algorithm DrivAER identified several pathways (e.g., xenobiotic pathway and complement pathway) and transcription factors (e.g., MITF and GATA3) that could be potential drivers of the transcriptomic changes for COVID-19 pathogenesis and the markers of the COVID-19 severity. Moreover, macrophages-related functions corresponded more to the disease severity compared to T cells-related functions. Our findings more proficiently dissected the transcriptomic changes leading to the severity of a COVID-19 infection.
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- 2021
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35. Integrative analysis of cell state changes in lung fibrosis with peripheral protein biomarkers.
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Mayr CH, Simon LM, Leuschner G, Ansari M, Schniering J, Geyer PE, Angelidis I, Strunz M, Singh P, Kneidinger N, Reichenberger F, Silbernagel E, Böhm S, Adler H, Lindner M, Maurer B, Hilgendorff A, Prasse A, Behr J, Mann M, Eickelberg O, Theis FJ, and Schiller HB
- Subjects
- Biomarkers, Bronchoalveolar Lavage Fluid, Calcium-Binding Proteins, Humans, Proteome metabolism, Proteomics, Pulmonary Fibrosis
- Abstract
The correspondence of cell state changes in diseased organs to peripheral protein signatures is currently unknown. Here, we generated and integrated single-cell transcriptomic and proteomic data from multiple large pulmonary fibrosis patient cohorts. Integration of 233,638 single-cell transcriptomes (n = 61) across three independent cohorts enabled us to derive shifts in cell type proportions and a robust core set of genes altered in lung fibrosis for 45 cell types. Mass spectrometry analysis of lung lavage fluid (n = 124) and plasma (n = 141) proteomes identified distinct protein signatures correlated with diagnosis, lung function, and injury status. A novel SSTR2+ pericyte state correlated with disease severity and was reflected in lavage fluid by increased levels of the complement regulatory factor CFHR1. We further discovered CRTAC1 as a biomarker of alveolar type-2 epithelial cell health status in lavage fluid and plasma. Using cross-modal analysis and machine learning, we identified the cellular source of biomarkers and demonstrated that information transfer between modalities correctly predicts disease status, suggesting feasibility of clinical cell state monitoring through longitudinal sampling of body fluid proteomes., (© 2021 The Authors. Published under the terms of the CC BY 4.0 license.)
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- 2021
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36. Genome-scale deconvolution of RNA structure ensembles.
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Morandi E, Manfredonia I, Simon LM, Anselmi F, van Hemert MJ, Oliviero S, and Incarnato D
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- 3' Untranslated Regions genetics, COVID-19, Humans, Mutation drug effects, Mutation genetics, RNA, Viral genetics, Sulfuric Acid Esters pharmacology, Algorithms, Genome, Viral genetics, Nucleic Acid Conformation, RNA, Viral chemistry, SARS-CoV-2 genetics
- Abstract
RNA structure heterogeneity is a major challenge when querying RNA structures with chemical probing. We introduce DRACO, an algorithm for the deconvolution of coexisting RNA conformations from mutational profiling experiments. Analysis of the SARS-CoV-2 genome using dimethyl sulfate mutational profiling with sequencing (DMS-MaPseq) and DRACO, identifies multiple regions that fold into two mutually exclusive conformations, including a conserved structural switch in the 3' untranslated region. This work may open the way to dissecting the heterogeneity of the RNA structurome.
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- 2021
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37. Spliceosome-targeted therapies trigger an antiviral immune response in triple-negative breast cancer.
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Bowling EA, Wang JH, Gong F, Wu W, Neill NJ, Kim IS, Tyagi S, Orellana M, Kurley SJ, Dominguez-Vidaña R, Chung HC, Hsu TY, Dubrulle J, Saltzman AB, Li H, Meena JK, Canlas GM, Chamakuri S, Singh S, Simon LM, Olson CM, Dobrolecki LE, Lewis MT, Zhang B, Golding I, Rosen JM, Young DW, Malovannaya A, Stossi F, Miles G, Ellis MJ, Yu L, Buonamici S, Lin CY, Karlin KL, Zhang XH, and Westbrook TF
- Subjects
- Adaptive Immunity drug effects, Animals, Apoptosis drug effects, Cell Line, Tumor, Cytoplasm drug effects, Cytoplasm metabolism, Female, Gene Amplification drug effects, Humans, Introns genetics, Mice, Molecular Targeted Therapy, Proto-Oncogene Proteins c-myc metabolism, RNA Splicing drug effects, RNA Splicing genetics, RNA, Double-Stranded metabolism, Signal Transduction drug effects, Spliceosomes drug effects, Triple Negative Breast Neoplasms genetics, Antiviral Agents pharmacology, Immunity drug effects, Spliceosomes metabolism, Triple Negative Breast Neoplasms immunology, Triple Negative Breast Neoplasms pathology
- Abstract
Many oncogenic insults deregulate RNA splicing, often leading to hypersensitivity of tumors to spliceosome-targeted therapies (STTs). However, the mechanisms by which STTs selectively kill cancers remain largely unknown. Herein, we discover that mis-spliced RNA itself is a molecular trigger for tumor killing through viral mimicry. In MYC-driven triple-negative breast cancer, STTs cause widespread cytoplasmic accumulation of mis-spliced mRNAs, many of which form double-stranded structures. Double-stranded RNA (dsRNA)-binding proteins recognize these endogenous dsRNAs, triggering antiviral signaling and extrinsic apoptosis. In immune-competent models of breast cancer, STTs cause tumor cell-intrinsic antiviral signaling, downstream adaptive immune signaling, and tumor cell death. Furthermore, RNA mis-splicing in human breast cancers correlates with innate and adaptive immune signatures, especially in MYC-amplified tumors that are typically immune cold. These findings indicate that dsRNA-sensing pathways respond to global aberrations of RNA splicing in cancer and provoke the hypothesis that STTs may provide unexplored strategies to activate anti-tumor immune pathways., Competing Interests: Declaration of interests The authors declare no competing interests., (Copyright © 2020 Elsevier Inc. All rights reserved.)
- Published
- 2021
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38. Gene expression imputation and cell-type deconvolution in human brain with spatiotemporal precision and its implications for brain-related disorders.
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Pei G, Wang YY, Simon LM, Dai Y, Zhao Z, and Jia P
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- Brain, Gene Expression Profiling, Humans, Phenotype, Transcriptome, Brain Diseases
- Abstract
As the most complex organ of the human body, the brain is composed of diverse regions, each consisting of distinct cell types and their respective cellular interactions. Human brain development involves a finely tuned cascade of interactive events. These include spatiotemporal gene expression changes and dynamic alterations in cell-type composition. However, our understanding of this process is still largely incomplete owing to the difficulty of brain spatiotemporal transcriptome collection. In this study, we developed a tensor-based approach to impute gene expression on a transcriptome-wide level. After rigorous computational benchmarking, we applied our approach to infer missing data points in the widely used BrainSpan resource and completed the entire grid of spatiotemporal transcriptomics. Next, we conducted deconvolutional analyses to comprehensively characterize major cell-type dynamics across the entire BrainSpan resource to estimate the cellular temporal changes and distinct neocortical areas across development. Moreover, integration of these results with GWAS summary statistics for 13 brain-associated traits revealed multiple novel trait-cell-type associations and trait-spatiotemporal relationships. In summary, our imputed BrainSpan transcriptomic data provide a valuable resource for the research community and our findings help further studies of the transcriptional and cellular dynamics of the human brain and related diseases., (© 2021 Pei et al.; Published by Cold Spring Harbor Laboratory Press.)
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- 2021
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39. Charting Extracellular Transcriptomes in The Human Biofluid RNA Atlas.
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Hulstaert E, Morlion A, Avila Cobos F, Verniers K, Nuytens J, Vanden Eynde E, Yigit N, Anckaert J, Geerts A, Hindryckx P, Jacques P, Brusselle G, Bracke KR, Maes T, Malfait T, Derveaux T, Ninclaus V, Van Cauwenbergh C, Roelens K, Roets E, Hemelsoet D, Tilleman K, Brochez L, Kuersten S, Simon LM, Karg S, Kautzky-Willers A, Leutner M, Nöhammer C, Slaby O, Prins RW, Koster J, Lefever S, Schroth GP, Vandesompele J, and Mestdagh P
- Subjects
- Cohort Studies, Gene Expression Profiling methods, Humans, RNA genetics, Sequence Analysis, RNA methods, Biomarkers, Body Fluids metabolism, RNA metabolism, Transcriptome
- Abstract
Extracellular RNAs present in biofluids have emerged as potential biomarkers for disease. Where most studies focus on blood-derived fluids, other biofluids may be more informative. We present an atlas of messenger, circular, and small RNA transcriptomes of a comprehensive collection of 20 human biofluids. By means of synthetic spike-in controls, we compare RNA content across biofluids, revealing a 10,000-fold difference in concentration. The circular RNA fraction is increased in most biofluids compared to tissues. Each biofluid transcriptome is enriched for RNA molecules derived from specific tissues and cell types. Our atlas enables an informed selection of the most relevant biofluid to monitor particular diseases. To verify the biomarker potential in these biofluids, four validation cohorts representing a broad spectrum of diseases were profiled, revealing numerous differential RNAs between case and control subjects. Spike-normalized data are publicly available in the R2 web portal for further exploration., Competing Interests: Declaration of Interests The authors declare no competing interests., (Copyright © 2020 The Author(s). Published by Elsevier Inc. All rights reserved.)
- Published
- 2020
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40. DrivAER: Identification of driving transcriptional programs in single-cell RNA sequencing data.
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Simon LM, Yan F, and Zhao Z
- Subjects
- Gene Expression Profiling, Machine Learning, Sequence Analysis, RNA, Transcriptome, RNA, Single-Cell Analysis
- Abstract
Background: Single-cell RNA sequencing (scRNA-seq) unfolds complex transcriptomic datasets into detailed cellular maps. Despite recent success, there is a pressing need for specialized methods tailored towards the functional interpretation of these cellular maps., Findings: Here, we present DrivAER, a machine learning approach for the identification of driving transcriptional programs using autoencoder-based relevance scores. DrivAER scores annotated gene sets on the basis of their relevance to user-specified outcomes such as pseudotemporal ordering or disease status. DrivAER iteratively evaluates the information content of each gene set with respect to the outcome variable using autoencoders. We benchmark our method using extensive simulation analysis as well as comparison to existing methods for functional interpretation of scRNA-seq data. Furthermore, we demonstrate that DrivAER extracts key pathways and transcription factors that regulate complex biological processes from scRNA-seq data., Conclusions: By quantifying the relevance of annotated gene sets with respect to specified outcome variables, DrivAER greatly enhances our ability to understand the underlying molecular mechanisms., (© The Author(s) 2020. Published by Oxford University Press on behalf of GigaScience.)
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- 2020
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41. Prevalence of ESBL, AmpC and Carbapenemase-Producing Enterobacterales Isolated from Raw Vegetables Retailed in Romania.
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Colosi IA, Baciu AM, Opriș RV, Peca L, Gudat T, Simon LM, Colosi HA, and Costache C
- Abstract
(1) Background: As β-lactamase-producing Enterobacterales are no longer exclusively associated with the health care system, investigating the potential risk they pose to the integrity of the environment and food safety has become of utmost importance. This study aimed to determine the prevalence of extended-spectrum β-lactamase (ESBL), AmpC, and carbapenemase-producing Enterobacterales isolates from retailed raw vegetables and to determine if household washing is an effective method of lowering bacterial load; (2) Methods: Seasonal vegetables ( n = 165) were acquired from supermarkets ( n = 2) and farmer markets ( n = 2) in Romania. Following sample processing and isolation, identification of Enterobacterales was performed by matrix-assisted laser desorption ionization time-of-flight mass spectrometry (MALDI-TOF). Polymerase chain reaction (PCR) multiplex was used to ascertain the presence of the main ESBL, AmpC, and Carbapenemase genes. Phenotypic antibiotic resistance profiles of isolates were determined by extended antibiograms. Enterobacteriaceae colony-forming units (CFU) counts were compared between vegetable types; (3) Results: Beta-lactamase producing bacteria were observed on 7.9% of vegetables, with 5.5% displaying ESBL/AmpC phenotype and 2.4% identified as Carbapenemase producers. The most frequently detected β-lactamase genes were bla
SHV ( n = 4), followed by blaCTX-M and blaTEM (each with n = 3). Phenotypic antibiotic resistance analysis showed that 46% of isolates were multiple drug resistant, with aminoglycosides (38.5%) the most prevalent non-β-lactam resistance, followed by first-generation quinolones (38.5%). (4) Conclusions: The present study has described for the first time the presence of β-lactamase producing Enterobacterales in fresh produce retailed in Romania.- Published
- 2020
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42. Alveolar regeneration through a Krt8+ transitional stem cell state that persists in human lung fibrosis.
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Strunz M, Simon LM, Ansari M, Kathiriya JJ, Angelidis I, Mayr CH, Tsidiridis G, Lange M, Mattner LF, Yee M, Ogar P, Sengupta A, Kukhtevich I, Schneider R, Zhao Z, Voss C, Stoeger T, Neumann JHL, Hilgendorff A, Behr J, O'Reilly M, Lehmann M, Burgstaller G, Königshoff M, Chapman HA, Theis FJ, and Schiller HB
- Subjects
- Alveolar Epithelial Cells cytology, Animals, Cell Communication, Disease Models, Animal, Female, Gene Expression Profiling, Humans, Keratin-8 genetics, Lung Injury chemically induced, Lung Injury metabolism, Lung Injury pathology, Mice, Mice, Inbred C57BL, Pulmonary Alveoli cytology, Pulmonary Fibrosis metabolism, Single-Cell Analysis, Stem Cells cytology, Alveolar Epithelial Cells metabolism, Keratin-8 metabolism, Pulmonary Alveoli physiology, Pulmonary Fibrosis pathology, Regeneration, Stem Cells metabolism
- Abstract
The cell type specific sequences of transcriptional programs during lung regeneration have remained elusive. Using time-series single cell RNA-seq of the bleomycin lung injury model, we resolved transcriptional dynamics for 28 cell types. Trajectory modeling together with lineage tracing revealed that airway and alveolar stem cells converge on a unique Krt8 + transitional stem cell state during alveolar regeneration. These cells have squamous morphology, feature p53 and NFkB activation and display transcriptional features of cellular senescence. The Krt8+ state appears in several independent models of lung injury and persists in human lung fibrosis, creating a distinct cell-cell communication network with mesenchyme and macrophages during repair. We generated a model of gene regulatory programs leading to Krt8+ transitional cells and their terminal differentiation to alveolar type-1 cells. We propose that in lung fibrosis, perturbed molecular checkpoints on the way to terminal differentiation can cause aberrant persistence of regenerative intermediate stem cell states.
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- 2020
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43. Correlated quantification using microbiological and electrochemical assays for roxithromycin determination in biological and pharmaceutical samples.
- Author
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Mahmoudi A, Tertiş M, Simon LM, Van Schepdael A, De Francia S, Junie LM, and Săndulescu R
- Subjects
- Anti-Bacterial Agents blood, Anti-Bacterial Agents pharmacology, Bacillus subtilis drug effects, Bacillus subtilis growth & development, Biological Assay, Electrochemical Techniques, Humans, Roxithromycin blood, Roxithromycin pharmacology, Anti-Bacterial Agents analysis, Roxithromycin analysis
- Abstract
Microbiological and electrochemical assays, applying the cylinder-plate and differential pulse voltammetry as techniques, are reported for the quantitative determination of roxithromycin in serum and solid pharmaceutical form. The microbiological assay is based upon the inhibitory effect of this drug on the strain Bacillus subtilis ATCC 9372 used as the test microorganism. Linearity of the calibration curve was observed over the concentration range of 8.37-83.70 μg mL
-1 , with relative standard deviation values less than 5.0%. The electrochemical behavior of roxithromycin was studied at a graphite screen-printed electrode modified with graphene by using cyclic voltammetry and differential pulse voltammetry. The current value of the oxidative peak obtained for roxithromycin at 0.65 V vs. Ag/AgCl in 0.03 mol L-1 phosphate buffer solution (pH 7.0) with a scan rate of 0.1 V-1 is a linear function of the concentration in a range of 4.19-83.70 μg mL-1 (5-100 μmol L-1 ). A comparative study was carried out and both methods were applied for the determination of roxithromycin in solid dosage forms and spiked serum. The bioassay results of human serum samples were in accordance with the electrochemical ones (R2 = 0.988, P < 0.001), and the Bland-Altman method also showed good agreement between the values obtained by both procedures. Moreover, the statistical comparison indicated that there was no significant difference between the proposed techniques regarding both accuracy and precision., (Copyright © 2020 Elsevier B.V. All rights reserved.)- Published
- 2020
- Full Text
- View/download PDF
44. Comment on: Using Point-of-Care Ultrasound on Home Visits.
- Author
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Flores CV and Simon LM
- Subjects
- Humans, Point-of-Care Systems, Ultrasonography, Home Care Services, House Calls
- Published
- 2020
- Full Text
- View/download PDF
45. Longitudinal RNA-Seq Analysis of the Repeatability of Gene Expression and Splicing in Human Platelets Identifies a Platelet SELP Splice QTL.
- Author
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Rondina MT, Voora D, Simon LM, Schwertz H, Harper JF, Lee O, Bhatlekar SC, Li Q, Eustes AS, Montenont E, Campbell RA, Tolley ND, Kosaka Y, Weyrich AS, Bray PF, and Rowley JW
- Subjects
- Exons genetics, Gene Ontology, Humans, Polymorphism, Single Nucleotide, Alternative Splicing, Blood Platelets metabolism, P-Selectin genetics, Quantitative Trait Loci genetics, RNA-Seq methods, Transcriptome genetics
- Abstract
Rationale: Longitudinal studies are required to distinguish within versus between-individual variation and repeatability of gene expression. They are uniquely positioned to decipher genetic signal from environmental noise, with potential application to gene variant and expression studies. However, longitudinal analyses of gene expression in healthy individuals-especially with regards to alternative splicing-are lacking for most primary cell types, including platelets., Objective: To assess repeatability of gene expression and splicing in platelets and use repeatability to identify novel platelet expression quantitative trait loci (QTLs) and splice QTLs., Methods and Results: We sequenced the transcriptome of platelets isolated repeatedly up to 4 years from healthy individuals. We examined within and between individual variation and repeatability of platelet RNA expression and exon skipping, a readily measured alternative splicing event. We find that platelet gene expression is generally stable between and within-individuals over time-with the exception of a subset of genes enriched for the inflammation gene ontology. We show an enrichment among repeatable genes for associations with heritable traits, including known and novel platelet expression QTLs. Several exon skipping events were also highly repeatable, suggesting heritable patterns of splicing in platelets. One of the most repeatable was exon 14 skipping of SELP . Accordingly, we identify rs6128 as a platelet splice QTL and define an rs6128-dependent association between SELP exon 14 skipping and race. In vitro experiments demonstrate that this single nucleotide variant directly affects exon 14 skipping and changes the ratio of transmembrane versus soluble P-selectin protein production., Conclusions: We conclude that the platelet transcriptome is generally stable over 4 years. We demonstrate the use of repeatability of gene expression and splicing to identify novel platelet expression QTLs and splice QTLs. rs6128 is a platelet splice QTL that alters SELP exon 14 skipping and soluble versus transmembrane P-selectin protein production.
- Published
- 2020
- Full Text
- View/download PDF
46. Targeting the Mevalonate Pathway to Overcome Acquired Anti-HER2 Treatment Resistance in Breast Cancer.
- Author
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Sethunath V, Hu H, De Angelis C, Veeraraghavan J, Qin L, Wang N, Simon LM, Wang T, Fu X, Nardone A, Pereira R, Nanda S, Griffith OL, Tsimelzon A, Shaw C, Chamness GC, Reis-Filho JS, Weigelt B, Heiser LM, Hilsenbeck SG, Huang S, Rimawi MF, Gray JW, Osborne CK, and Schiff R
- Subjects
- Apoptosis drug effects, Breast Neoplasms metabolism, Cell Line, Tumor, Female, Humans, Lapatinib pharmacology, Mechanistic Target of Rapamycin Complex 1 genetics, Mechanistic Target of Rapamycin Complex 1 metabolism, Phosphorylation, Trastuzumab pharmacology, Antineoplastic Agents pharmacology, Breast Neoplasms drug therapy, Drug Resistance, Neoplasm, Mevalonic Acid metabolism, Receptor, ErbB-2 antagonists & inhibitors, Signal Transduction
- Abstract
Despite effective strategies, resistance in HER2
+ breast cancer remains a challenge. While the mevalonate pathway (MVA) is suggested to promote cell growth and survival, including in HER2+ models, its potential role in resistance to HER2-targeted therapy is unknown. Parental HER2+ breast cancer cells and their lapatinib-resistant and lapatinib + trastuzumab-resistant derivatives were used for this study. MVA activity was found to be increased in lapatinib-resistant and lapatinib + trastuzumab-resistant cells. Specific blockade of this pathway with lipophilic but not hydrophilic statins and with the N-bisphosphonate zoledronic acid led to apoptosis and substantial growth inhibition of R cells. Inhibition was rescued by mevalonate or the intermediate metabolites farnesyl pyrophosphate or geranylgeranyl pyrophosphate, but not cholesterol. Activated Yes-associated protein (YAP)/transcriptional coactivator with PDZ-binding motif (TAZ) and mTORC1 signaling, and their downstream target gene product Survivin, were inhibited by MVA blockade, especially in the lapatinib-resistant/lapatinib + trastuzumab-resistant models. Overexpression of constitutively active YAP rescued Survivin and phosphorylated-S6 levels, despite blockade of the MVA. These results suggest that the MVA provides alternative signaling leading to cell survival and resistance by activating YAP/TAZ-mTORC1-Survivin signaling when HER2 is blocked, suggesting novel therapeutic targets. MVA inhibitors including lipophilic statins and N-bisphosphonates may circumvent resistance to anti-HER2 therapy warranting further clinical investigation. IMPLICATIONS: The MVA was found to constitute an escape mechanism of survival and growth in HER2+ breast cancer models resistant to anti-HER2 therapies. MVA inhibitors such as simvastatin and zoledronic acid are potential therapeutic agents to resensitize the tumors that depend on the MVA to progress on anti-HER2 therapies., (©2019 American Association for Cancer Research.)- Published
- 2019
- Full Text
- View/download PDF
47. HaTSPiL: A modular pipeline for high-throughput sequencing data analysis.
- Author
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Morandi E, Cereda M, Incarnato D, Parlato C, Basile G, Anselmi F, Lauria A, Simon LM, Laurence Polignano I, Arruga F, Deaglio S, Tirtei E, Fagioli F, and Oliviero S
- Subjects
- Data Analysis, Humans, Reproducibility of Results, Workflow, DNA chemistry, DNA Barcoding, Taxonomic methods, High-Throughput Nucleotide Sequencing, Sequence Analysis, DNA statistics & numerical data, Software
- Abstract
Background: Next generation sequencing methods are widely adopted for a large amount of scientific purposes, from pure research to health-related studies. The decreasing costs per analysis led to big amounts of generated data and to the subsequent improvement of software for the respective analyses. As a consequence, many approaches have been developed to chain different software in order to obtain reliable and reproducible workflows. However, the large range of applications for NGS approaches entails the challenge to manage many different workflows without losing reliability., Methods: We here present a high-throughput sequencing pipeline (HaTSPiL), a Python-powered CLI tool designed to handle different approaches for data analysis with a high level of reliability. The software relies on the barcoding of filenames using a human readable naming convention that contains any information regarding the sample needed by the software to automatically choose different workflows and parameters. HaTSPiL is highly modular and customisable, allowing the users to extend its features for any specific need., Conclusions: HaTSPiL is licensed as Free Software under the MIT license and it is available at https://github.com/dodomorandi/hatspil., Competing Interests: The authors have declared that no competing interests exist.
- Published
- 2019
- Full Text
- View/download PDF
48. In vivo analysis of influenza A mRNA secondary structures identifies critical regulatory motifs.
- Author
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Simon LM, Morandi E, Luganini A, Gribaudo G, Martinez-Sobrido L, Turner DH, Oliviero S, and Incarnato D
- Subjects
- Algorithms, Animals, Datasets as Topic, Dogs, Escherichia coli, Gene Library, Models, Molecular, Nucleic Acid Conformation, RNA chemistry, RNA Folding, RNA, Antisense, RNA, Messenger genetics, Selection, Genetic, Structure-Activity Relationship, Thermodynamics, Influenza A Virus, H1N1 Subtype genetics, RNA, Messenger chemistry, Regulatory Sequences, Nucleic Acid
- Abstract
The influenza A virus (IAV) is a continuous health threat to humans as well as animals due to its recurring epidemics and pandemics. The IAV genome is segmented and the eight negative-sense viral RNAs (vRNAs) are transcribed into positive sense complementary RNAs (cRNAs) and viral messenger RNAs (mRNAs) inside infected host cells. A role for the secondary structure of IAV mRNAs has been hypothesized and debated for many years, but knowledge on the structure mRNAs adopt in vivo is currently missing. Here we solve, for the first time, the in vivo secondary structure of IAV mRNAs in living infected cells. We demonstrate that, compared to the in vitro refolded structure, in vivo IAV mRNAs are less structured but exhibit specific locally stable elements. Moreover, we show that the targeted disruption of these high-confidence structured domains results in an extraordinary attenuation of IAV replicative capacity. Collectively, our data provide the first comprehensive map of the in vivo structural landscape of IAV mRNAs, hence providing the means for the development of new RNA-targeted antivirals., (© The Author(s) 2019. Published by Oxford University Press on behalf of Nucleic Acids Research.)
- Published
- 2019
- Full Text
- View/download PDF
49. A cellular census of human lungs identifies novel cell states in health and in asthma.
- Author
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Vieira Braga FA, Kar G, Berg M, Carpaij OA, Polanski K, Simon LM, Brouwer S, Gomes T, Hesse L, Jiang J, Fasouli ES, Efremova M, Vento-Tormo R, Talavera-López C, Jonker MR, Affleck K, Palit S, Strzelecka PM, Firth HV, Mahbubani KT, Cvejic A, Meyer KB, Saeb-Parsy K, Luinge M, Brandsma CA, Timens W, Angelidis I, Strunz M, Koppelman GH, van Oosterhout AJ, Schiller HB, Theis FJ, van den Berge M, Nawijn MC, and Teichmann SA
- Subjects
- Adult, Aged, CD4-Positive T-Lymphocytes physiology, Cell Communication, Epithelial Cells immunology, Epithelial Cells physiology, Female, Genome-Wide Association Study, Goblet Cells metabolism, Humans, Lung immunology, Lung pathology, Male, Metaplasia, Middle Aged, Th2 Cells physiology, Transcriptome, Asthma pathology, Lung cytology
- Abstract
Human lungs enable efficient gas exchange and form an interface with the environment, which depends on mucosal immunity for protection against infectious agents. Tightly controlled interactions between structural and immune cells are required to maintain lung homeostasis. Here, we use single-cell transcriptomics to chart the cellular landscape of upper and lower airways and lung parenchyma in healthy lungs, and lower airways in asthmatic lungs. We report location-dependent airway epithelial cell states and a novel subset of tissue-resident memory T cells. In the lower airways of patients with asthma, mucous cell hyperplasia is shown to stem from a novel mucous ciliated cell state, as well as goblet cell hyperplasia. We report the presence of pathogenic effector type 2 helper T cells (T
H 2) in asthmatic lungs and find evidence for type 2 cytokines in maintaining the altered epithelial cell states. Unbiased analysis of cell-cell interactions identifies a shift from airway structural cell communication in healthy lungs to a TH 2-dominated interactome in asthmatic lungs.- Published
- 2019
- Full Text
- View/download PDF
50. The Human Lung Cell Atlas: A High-Resolution Reference Map of the Human Lung in Health and Disease.
- Author
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Schiller HB, Montoro DT, Simon LM, Rawlins EL, Meyer KB, Strunz M, Vieira Braga FA, Timens W, Koppelman GH, Budinger GRS, Burgess JK, Waghray A, van den Berge M, Theis FJ, Regev A, Kaminski N, Rajagopal J, Teichmann SA, Misharin AV, and Nawijn MC
- Subjects
- Humans, Lung metabolism, Transcriptome genetics, Lung pathology, Lung Diseases pathology
- Abstract
Lung disease accounts for every sixth death globally. Profiling the molecular state of all lung cell types in health and disease is currently revolutionizing the identification of disease mechanisms and will aid the design of novel diagnostic and personalized therapeutic regimens. Recent progress in high-throughput techniques for single-cell genomic and transcriptomic analyses has opened up new possibilities to study individual cells within a tissue, classify these into cell types, and characterize variations in their molecular profiles as a function of genetics, environment, cell-cell interactions, developmental processes, aging, or disease. Integration of these cell state definitions with spatial information allows the in-depth molecular description of cellular neighborhoods and tissue microenvironments, including the tissue resident structural and immune cells, the tissue matrix, and the microbiome. The Human Cell Atlas consortium aims to characterize all cells in the healthy human body and has prioritized lung tissue as one of the flagship projects. Here, we present the rationale, the approach, and the expected impact of a Human Lung Cell Atlas.
- Published
- 2019
- Full Text
- View/download PDF
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