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1.
Physiol Genomics ; 55(11): 517-543, 2023 Nov 01.
Article in English | MEDLINE | ID: mdl-37661925

ABSTRACT

Submaximal exercise capacity is an indicator of cardiorespiratory fitness with clinical and public health implications. Submaximal exercise capacity and its response to exercise programs are characterized by heritability levels of about 40%. Using physical working capacity (power output) at a heart rate of 150 beats/min (PWC150) as an indicator of submaximal exercise capacity in subjects of the HERITAGE Family Study, we have undertaken multi-omics and in silico explorations of the underlying biology of PWC150 and its response to 20 wk of endurance training. Our goal was to illuminate the biological processes and identify panels of genes associated with human variability in intrinsic PWC150 (iPWC150) and its trainability (dPWC150). Our bioinformatics approach was based on a combination of genome-wide association, skeletal muscle gene expression, and plasma proteomics and metabolomics experiments. Genes, proteins, and metabolites showing significant associations with iPWC150 or dPWC150 were further queried for the enrichment of biological pathways. We compared genotype-phenotype associations of emerging candidate genes with reported functional consequences of gene knockouts in mouse models. We investigated the associations between DNA variants and multiple muscle and cardiovascular phenotypes measured in HERITAGE subjects. Two panels of prioritized genes of biological relevance to iPWC150 (13 genes) and dPWC150 (6 genes) were identified, supporting the hypothesis that genes and pathways associated with iPWC150 are different from those underlying dPWC150. Finally, the functions of these genes and pathways suggested that human variation in submaximal exercise capacity is mainly driven by skeletal muscle morphology and metabolism and red blood cell oxygen-carrying capacity.NEW & NOTEWORTHY Multi-omics and in silico explorations of the genes and underlying biology of submaximal exercise capacity and its response to 20 wk of endurance training were undertaken. Prioritized genes were identified: 13 genes for variation in submaximal exercise capacity in the sedentary state and 5 genes for the response level to endurance training, with no overlap between them. Genes and pathways associated with submaximal exercise capacity in the sedentary state are different from those underlying trainability.


Subject(s)
Exercise , Genome-Wide Association Study , Mice , Animals , Humans , Exercise/physiology , Phenotype , Genome , Biology , Physical Endurance/genetics , Oxygen Consumption/genetics
2.
J Clin Invest ; 133(12)2023 06 15.
Article in English | MEDLINE | ID: mdl-37104036

ABSTRACT

Patients with autosomal recessive microcephaly 15 caused by deficiency in the sodium-dependent lysophosphatidylcholine (LPC) transporter major facilitator superfamily domain-containing 2a (Mfsd2a) present with both microcephaly and hypomyelination, suggesting an important role for LPC uptake by oligodendrocytes in the process of myelination. Here we demonstrate that Mfsd2a is specifically expressed in oligodendrocyte precursor cells (OPCs) and is critical for oligodendrocyte development. Single-cell sequencing of the oligodendrocyte lineage revealed that OPCs from OPC-specific Mfsd2a-KO mice (2aOKO mice) underwent precocious differentiation into immature oligodendrocytes and impaired maturation into myelinating oligodendrocytes, correlating with postnatal brain hypomyelination. 2aOKO mice did not exhibit microcephaly, a finding consistent with the notion that microcephaly is the consequence of an absence of LPC uptake at the blood-brain barrier rather than a deficiency in OPCs. Lipidomic analysis showed that OPCs and iOLs from 2aOKO mice had significantly decreased levels of phospholipids containing omega-3 fatty acids, with a corresponding increase in unsaturated fatty acids, the latter being products of de novo synthesis governed by Srebp-1. RNA-Seq indicated activation of the Srebp-1 pathway and defective expression of regulators of oligodendrocyte development. Taken together, these findings indicate that the transport of LPCs by Mfsd2a in OPCs is important for maintaining OPC state to regulate postnatal brain myelination.


Subject(s)
Fatty Acids, Omega-3 , Microcephaly , Symporters , Animals , Mice , Microcephaly/metabolism , Sterol Regulatory Element Binding Protein 1/metabolism , Cell Lineage , Symporters/metabolism , Mice, Knockout , Membrane Transport Proteins/metabolism , Fatty Acids, Omega-3/metabolism , Oligodendroglia/metabolism , Cell Differentiation
3.
ACS Chem Neurosci ; 10(8): 3575-3589, 2019 08 21.
Article in English | MEDLINE | ID: mdl-31313908

ABSTRACT

Guanabenz (GBZ), an α2-adrenergic agonist, demonstrated off-target effects that restored protein homeostasis and ameliorated pathobiology in experimental models of neurodegenerative disease. However, GBZ did not directly activate the integrated stress response (ISR), and its proposed mode of action remains controversial. Utilizing an iterative in silico screen of over 10,000 GBZ analogues, we analyzed 432 representative compounds for cytotoxicity in Wild-type, PPP1R15A-/-, and PPP1R15B-/- mouse embryonic fibroblasts. Nine compounds clustering into three functional groups were studied in detail using cell biological and biochemical assays. Our studies demonstrated that PromISR-6 is a potent GBZ analogue that selectively activated ISR, eliciting sustained eIF2α phosphorylation. ISRIB, an ISR inhibitor, counteracted PromISR-6-mediated translational inhibition and reduction in intracellular mutant Huntingtin aggregates. Reduced protein synthesis combined with PromISR-6-stimulated autophagic clearance made PromISR-6 the most efficacious GBZ analogue to reduce Huntingtin aggregates and promote survival in a cellular model of Huntington's disease.


Subject(s)
Adrenergic alpha-2 Receptor Agonists/pharmacology , Cell Survival/drug effects , Guanabenz/analogs & derivatives , Huntington Disease/metabolism , Animals , Eukaryotic Initiation Factor-2/metabolism , Fibroblasts/drug effects , Fibroblasts/metabolism , Mice , Phosphorylation/drug effects , Protein Aggregates/drug effects
4.
Elife ; 82019 06 26.
Article in English | MEDLINE | ID: mdl-31241461

ABSTRACT

Alternative splicing (AS) creates proteomic diversity from a limited size genome by generating numerous transcripts from a single protein-coding gene. Tissue-specific regulators of AS are essential components of the gene regulatory network, required for normal cellular function, tissue patterning, and embryonic development. However, their cell-autonomous function in neural crest development has not been explored. Here, we demonstrate that splicing factor Rbfox2 is expressed in the neural crest cells (NCCs), and deletion of Rbfox2 in NCCs leads to cleft palate and defects in craniofacial bone development. RNA-Seq analysis revealed that Rbfox2 regulates splicing and expression of numerous genes essential for neural crest/craniofacial development. We demonstrate that Rbfox2-TGF-ß-Tak1 signaling axis is deregulated by Rbfox2 deletion. Furthermore, restoration of TGF-ß signaling by Tak1 overexpression can rescue the proliferation defect seen in Rbfox2 mutants. We also identified a positive feedback loop in which TGF-ß signaling promotes expression of Rbfox2 in NCCs.


Subject(s)
Craniofacial Abnormalities/pathology , Gene Expression Regulation, Developmental , Neural Crest/embryology , Neural Crest/enzymology , RNA Splicing Factors/deficiency , Animals , Disease Models, Animal , Mice , Sequence Analysis, RNA
5.
Leukemia ; 33(6): 1542, 2019 Jun.
Article in English | MEDLINE | ID: mdl-30787431

ABSTRACT

In the original version of this article there was a mistake in the spelling of the author Sujoy Ghosh, originally spelt Sujoy Gosh. This has now been corrected in both the PDF and HTML versions of the article.

6.
J Appl Physiol (1985) ; 126(5): 1292-1314, 2019 05 01.
Article in English | MEDLINE | ID: mdl-30605401

ABSTRACT

Intrinsic cardiorespiratory fitness (CRF) is defined as the level of CRF in the sedentary state. There are large individual differences in intrinsic CRF among sedentary adults. The physiology of variability in CRF has received much attention, but little is known about the genetic and molecular mechanisms that impact intrinsic CRF. These issues were explored in the present study by interrogating intrinsic CRF-associated DNA sequence variation and skeletal muscle gene expression data from the HERITAGE Family Study through an integrative bioinformatics guided approach. A combined analytic strategy involving genetic association, pathway enrichment, tissue-specific network structure, cis-regulatory genome effects, and expression quantitative trait loci was used to select and rank genes through a variation-adjusted weighted ranking scheme. Prioritized genes were further interrogated for corroborative evidence from knockout mouse phenotypes and relevant physiological traits from the HERITAGE cohort. The mean intrinsic V̇o2max was 33.1 ml O2·kg-1·min-1 (SD = 8.8) for the sample of 493 sedentary adults. Suggestive evidence was found for gene loci related to cardiovascular physiology (ATE1, CASQ2, NOTO, and SGCG), hematopoiesis (PICALM, SSB, CA9, and CASQ2), skeletal muscle phenotypes (SGCG, DMRT2, ADARB1, and CASQ2), and metabolism (ATE1, PICALM, RAB11FIP5, GBA2, SGCG, PRADC1, ARL6IP5, and CASQ2). Supportive evidence for a role of several of these loci was uncovered via association between DNA variants and muscle gene expression levels with exercise cardiovascular and muscle physiological traits. This initial effort to define the underlying molecular substrates of intrinsic CRF warrants further studies based on appropriate cohorts and study designs, complemented by functional investigations. NEW & NOTEWORTHY Intrinsic cardiorespiratory fitness (CRF) is measured in the sedentary state and is highly variable among sedentary adults. The physiology of variability in intrinsic cardiorespiratory fitness has received much attention, but little is known about the genetic and molecular mechanisms that impact intrinsic CRF. These issues were explored computationally in the present study, with further corroborative evidence obtained from analysis of phenotype data from knockout mouse models and human cardiovascular and skeletal muscle measurements.


Subject(s)
Cardiorespiratory Fitness/physiology , Gene Expression/genetics , Muscle, Skeletal/physiology , Polymorphism, Single Nucleotide/genetics , Adolescent , Adult , Animals , Cardiovascular Physiological Phenomena/genetics , Cohort Studies , Female , Gene Expression Profiling/methods , Genomics/methods , Humans , Male , Mice , Mice, Knockout , Physical Fitness/physiology , Sedentary Behavior , Young Adult
7.
Leukemia ; 33(6): 1487-1500, 2019 06.
Article in English | MEDLINE | ID: mdl-30575819

ABSTRACT

The study of myelodysplastic syndromes (MDS) in murine models has now indicated the possible involvement of the bone marrow microenvironment in the generation of dysplastic hematopoietic cells. However, there is scant work on patient samples and the role of hypomethylating agents on the bone marrow stromal cells of MDS patients is unclear. We show that human MDS-MSCs exhibit phenotypic, transcriptomic and epigenetic abnormalities. Stimuli provided by MDS-MSCs impaired the growth and function of healthy HSPCs, which is further sustained autonomously in HSPCs for significant periods of time resulting in a failure for active hematopoietic engraftment across primary and secondary transplant recipients (chimerism: 0.34-91% vs 2.78%, engraftment frequencies: at 0.06 ± 0.02 vs full engraftment for MDS-MSC vs healthy groups, respectively). Hypomethylation of MDS-MSCs improved overall engraftment in most of the MDS-MSC groups tested (2/7 with p < 0.01, 3/7 with p < 0.05 and 2/7 with no significant difference). MDS-MSCs that fail to respond to hypomethylating therapy are associated with patients with rapid adverse disease transformation and this further suggests that MDS-MSCs may be an integral part of disease progression and have prognostic value as well as potential as a therapeutic target.


Subject(s)
Azacitidine/pharmacology , Biomarkers, Tumor/metabolism , DNA Methylation/drug effects , Gene Expression Regulation, Neoplastic/drug effects , Hematopoiesis/drug effects , Mesenchymal Stem Cells/pathology , Myelodysplastic Syndromes/pathology , Adult , Aged , Aged, 80 and over , Animals , Antimetabolites, Antineoplastic/pharmacology , Apoptosis , Biomarkers, Tumor/genetics , Case-Control Studies , Cell Proliferation , Epigenesis, Genetic , Female , High-Throughput Nucleotide Sequencing , Humans , Male , Mesenchymal Stem Cells/drug effects , Mesenchymal Stem Cells/metabolism , Mice , Mice, Inbred NOD , Mice, SCID , Middle Aged , Myelodysplastic Syndromes/drug therapy , Myelodysplastic Syndromes/metabolism , Prognosis , Tumor Cells, Cultured , Xenograft Model Antitumor Assays
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