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1.
JCI Insight ; 8(8)2023 04 24.
Article in English | MEDLINE | ID: mdl-36917179

ABSTRACT

Metabolic crosstalk from skeletal muscle to multiple organs is important for maintaining homeostasis, and its dysregulation can lead to various diseases. Chronic glucocorticoid administration often induces muscle atrophy and metabolic disorders such as diabetes and central obesity; however, the detailed underlying mechanism remains unclear. We previously reported that the deletion of glucocorticoid receptor (GR) in skeletal muscle increases muscle mass and reduces fat mass through muscle-liver-fat communication under physiological conditions. In this study, we show that muscle GR signaling plays a crucial role in accelerating obesity through the induction of hyperinsulinemia. Fat accumulation in liver and adipose tissue, muscle atrophy, hyperglycemia, and hyperinsulinemia induced by chronic corticosterone (CORT) treatment improved in muscle-specific GR-knockout (GR-mKO) mice. Such CORT-induced fat accumulation was alleviated by suppressing insulin production (streptozotocin injection), indicating that hyperinsulinemia enhanced by muscle GR signaling promotes obesity. Strikingly, glucose intolerance and obesity in ob/ob mice without CORT treatment were also improved in GR-mKO mice, indicating that muscle GR signaling contributes to obesity-related metabolic changes, regardless of systemic glucocorticoid levels. Thus, this study provides insight for the treatment of obesity and diabetes by targeting muscle GR signaling.


Subject(s)
Diabetes Mellitus , Glucose Intolerance , Hyperinsulinism , Mice , Animals , Glucocorticoids/metabolism , Glucose Intolerance/metabolism , Obesity/metabolism , Hyperinsulinism/metabolism , Corticosterone/metabolism , Receptors, Glucocorticoid/metabolism , Diabetes Mellitus/metabolism , Muscle, Skeletal/metabolism , Muscular Atrophy/metabolism
2.
Arthritis Res Ther ; 24(1): 71, 2022 03 19.
Article in English | MEDLINE | ID: mdl-35305690

ABSTRACT

INTRODUCTION: To eliminate the disparity and maldistribution of physicians and medical specialty services, the development of diagnostic support for rare diseases using artificial intelligence is being promoted. Immunoglobulin G4 (IgG4)-related disease (IgG4-RD) is a rare disorder often requiring special knowledge and experience to diagnose. In this study, we investigated the possibility of differential diagnosis of IgG4-RD based on basic patient characteristics and blood test findings using machine learning. METHODS: Six hundred and two patients with IgG4-RD and 204 patients with non-IgG4-RD that needed to be differentiated who visited the participating institutions were included in the study. Ten percent of the subjects were randomly excluded as a validation sample. Among the remaining cases, 80% were used as training samples, and the remaining 20% were used as test samples. Finally, validation was performed on the validation sample. The analysis was performed using a decision tree and a random forest model. Furthermore, a comparison was made between conditions with and without the serum IgG4 concentration. Accuracy was evaluated using the area under the receiver-operating characteristic (AUROC) curve. RESULTS: In diagnosing IgG4-RD, the AUROC curve values of the decision tree and the random forest method were 0.906 and 0.974, respectively, when serum IgG4 levels were included in the analysis. Excluding serum IgG4 levels, the AUROC curve value of the analysis by the random forest method was 0.925. CONCLUSION: Based on machine learning in a multicenter collaboration, with or without serum IgG4 data, basic patient characteristics and blood test findings alone were sufficient to differentiate IgG4-RD from non-IgG4-RD.


Subject(s)
Autoimmune Diseases , Immunoglobulin G4-Related Disease , Artificial Intelligence , Autoimmune Diseases/diagnosis , Diagnosis, Differential , Humans , Immunoglobulin G , Immunoglobulin G4-Related Disease/diagnosis , Machine Learning
3.
J Nutr Sci Vitaminol (Tokyo) ; 67(3): 180-188, 2021.
Article in English | MEDLINE | ID: mdl-34193677

ABSTRACT

The administration of glucocorticoids to patients with rheumatic diseases often results in glucocorticoid-induced myopathy. We previously found that administration of branched-chain amino acids (BCAA) to such patients improves the loss of skeletal muscle, however, their individual differences were often observed. The present study, therefore, aims to identify specific parameters associated with BCAA-induced increases in skeletal muscle mass. Eighteen patients with rheumatic diseases treated with prednisolone were randomly assigned to receive additional BCAAs for 12 wk. Serum biochemistry, plasma fibroblast growth factor (FGF) 19 and 21, and plasma and urinary amino acid concentrations were assessed. The relationship between these parameters and the cross-sectional area (CSA) of the biceps femoris (slow-twitch muscle) and rectus femoris (fast-twitch muscle) was assessed using computed tomography. BCAA supplementation increased serum levels of creatinine and albumin and decreased ammonia and urinary 3-methylhistidine levels. With or without BCAA supplementation, each plasma amino acid concentration decreased during the study period, but the decrease was lower in patients receiving BCAA. Interestingly, a positive correlation was observed between plasma isoleucine, aspartate, and glutamate concentrations and improvement in the biceps femoris muscle atrophy. Plasma amino acid concentrations in patients with rheumatic diseases treated with glucocorticoids decreased despite tapering the dose of glucocorticoids, with a smaller decrease in the BCAA-treated group. Plasma BCAA, aspartic acid, and glutamate concentrations correlated positively with the rate of improvement in biceps femoris muscle atrophy, suggesting that these amino acids are associated with the BCAA-induced increase in muscle mass.


Subject(s)
Glucocorticoids , Rheumatic Diseases , Amino Acids , Amino Acids, Branched-Chain , Humans , Muscle, Skeletal , Rheumatic Diseases/drug therapy
4.
Endocr Res ; 46(3): 99-113, 2021 Aug.
Article in English | MEDLINE | ID: mdl-33590778

ABSTRACT

Skeletal muscle functions as a locomotory system and maintains whole-body metabolism. Sex differences in such skeletal muscle morphology and function have been documented; however, their underlying mechanisms remain elusive. Glucocorticoids are adrenocortical hormones maintaining homeostasis, including regulating whole-body energy metabolism in addition to stress response. In skeletal muscle, glucocorticoids can reduce the synthesis of muscle proteins and simultaneously accelerate the breakdown of proteins to regulate skeletal muscle mass and energy metabolism via a transcription factor glucocorticoid receptor (GR). We herein evaluated the related contributions of the GR to sex differences of gene expression profiles in skeletal muscle using GR-floxed (GRf/f) and skeletal muscle-specific GR knockout (GRmKO) mice. There were no differences in GR mRNA and protein expression levels in gastrocnemius muscle between males and females. A DNA microarray analysis using gastrocnemius muscle from GRf/f and GRmKO mice revealed that, although most gene expression levels were identical in both sexes, genes related to cholesterol and apolipoprotein synthesis and fatty acid biosynthesis and the immunological system were predominantly expressed in males and females, respectively, in GRf/f but not in GRmKO mice. Moreover, many genes were up-regulated in response to starvation in GRf/f but not in GRmKO mice, many of which were sex-independent and functioned to maintain homeostasis, while genes that showed sex dominance related to a variety of functions. Although the genes expressed in skeletal muscle may be predominantly sex-independent, sex-dominant genes may relate to sex differences in energy metabolism and the immune system and could be controlled by the GR.


Subject(s)
Energy Metabolism/genetics , Muscle, Skeletal/metabolism , Receptors, Glucocorticoid/metabolism , Sex Characteristics , Transcriptome , Animals , Female , Gene Expression/genetics , Male , Mice , Mice, Knockout , Microarray Analysis
5.
Am J Physiol Endocrinol Metab ; 320(2): E346-E358, 2021 02 01.
Article in English | MEDLINE | ID: mdl-33225720

ABSTRACT

Age-related sarcopenia is associated with a variety of changes in skeletal muscle. These changes are interrelated with each other and associated with systemic metabolism, the details of which, however, are largely unknown. Eicosapentaenoic acid (EPA) is a promising nutrient against sarcopenia and has multifaceted effects on systemic metabolism. In this study, we hypothesized that the aging process in skeletal muscle can be intervened by the administration of EPA. Seventy-five-week-old male mice were assigned to groups fed an EPA-deprived diet (EPA-) or an EPA-enriched diet with 1 wt% EPA (EPA+) for 12 wk. Twenty-four-week-old male mice fed with normal chow were also analyzed. At baseline, the grip strength of the aging mice was lower than that of the young mice. After 12 wk, EPA+ showed similar muscle mass but increased grip strength compared with EPA-. EPA+ displayed higher insulin sensitivity than EPA-. Immunohistochemistry and gene expression analysis of myosin heavy chains (MyHCs) revealed fast-to-slow fiber type transition in aging muscle, which was partially inhibited by EPA. RNA sequencing (RNA-Seq) analysis suggested that EPA supplementation exerts pathway-specific effects in skeletal muscle including the signatures of slow-to-fast fiber type transition. In conclusion, we revealed that aging skeletal muscle in male mice shows lower grip strength and fiber type changes, both of which can be inhibited by EPA supplementation irrespective of muscle mass alteration.NEW & NOTEWORTHY This study demonstrated that the early phenotype of skeletal muscle in aging male mice is characterized by muscle weakness with fast-to-slow fiber type transition, which could be ameliorated by feeding with EPA-enriched diet. EPA induced metabolic changes such as an increase in systemic insulin sensitivity and altered muscle transcriptome in the aging mice. These changes may be related to the fiber type transition and influence muscle quality.


Subject(s)
Aging , Eicosapentaenoic Acid/pharmacology , Gene Expression Regulation/drug effects , Muscle Fibers, Fast-Twitch/metabolism , Muscle Fibers, Slow-Twitch/metabolism , Muscle Proteins/metabolism , Transcriptome/drug effects , Animals , Insulin Resistance , Male , Mice , Mice, Inbred C57BL , Muscle Fibers, Fast-Twitch/drug effects , Muscle Fibers, Slow-Twitch/drug effects , Muscle Proteins/genetics
6.
Endocr J ; 67(1): 21-30, 2020 Jan 28.
Article in English | MEDLINE | ID: mdl-31495810

ABSTRACT

Glucocorticoids play a critical role in the regulation of homeostasis, including metabolism. In patients with Cushing's syndrome, chronic glucocorticoid excess disrupts physiological internal milieu, resulting in central obesity, muscle atrophy, fatty liver, and insulin resistance. However, the relationship among various metabolic effects of glucocorticoids remains unknown. In the present study, we studied a male mouse model of Cushing's syndrome and indicated that glucocorticoid excess alters metabolic phenotype and body composition involving possible communication among skeletal muscle, liver, and adipose tissue.


Subject(s)
Adipose Tissue/metabolism , Body Composition , Cushing Syndrome/metabolism , Liver/metabolism , Paraspinal Muscles/metabolism , Adipocytes, White/pathology , Adipose Tissue/diagnostic imaging , Adipose Tissue/pathology , Adipose Tissue, White/diagnostic imaging , Adipose Tissue, White/pathology , Adrenal Cortex Hormones/toxicity , Alanine/metabolism , Alanine Transaminase/metabolism , Animals , Blood Glucose/metabolism , Corticosterone/toxicity , Cushing Syndrome/pathology , Disease Models, Animal , Fibroblast Growth Factors/metabolism , Glucocorticoids/metabolism , Insulin/metabolism , Insulin Resistance , Intra-Abdominal Fat/diagnostic imaging , Intra-Abdominal Fat/pathology , Liver/diagnostic imaging , Liver/pathology , Male , Mice , Muscle, Skeletal/diagnostic imaging , Muscle, Skeletal/metabolism , Muscle, Skeletal/pathology , Paraspinal Muscles/diagnostic imaging , Paraspinal Muscles/pathology , Triglycerides/metabolism , X-Ray Microtomography
7.
Mod Rheumatol ; 27(3): 508-517, 2017 May.
Article in English | MEDLINE | ID: mdl-27678151

ABSTRACT

OBJECTIVES: To test the effects of bolus supplementation of branched-chain amino acids (BCAA) on skeletal muscle mass, strength, and function in patients with rheumatic disorders taking glucocorticoid (GC). METHODS: Patients with rheumatic disorders treated with prednisolone (≥10 mg/day) were randomized to ingest additional daily 12 g of BCAA (n = 9) or not (n = 9) for 12 weeks. At baseline, and 4, 8, and 12 weeks, they underwent bioelectrical impedance analysis, muscle strength and functional tests, and computed tomography analysis for cross-sectional area of mid-thigh muscle. RESULTS: Disease activities of the patients were well controlled and daily GC dose was similarly reduced in both groups. Limb muscle mass was recovered in both groups. Whole-body muscle mass and muscle strength and functional mobility were increased only in BCAA (+) group. The effects of BCAA supplementation on recovering skeletal muscle mass were prominent in particular muscles including biceps femoris muscle. CONCLUSIONS: This trial is the first-in-man clinical trial to demonstrate that BCAA supplementation might be safe and, at least in part, improve skeletal muscle mass, strength, and function in patients with rheumatic disorders treated with GC.


Subject(s)
Amino Acids, Branched-Chain/therapeutic use , Glucocorticoids/therapeutic use , Rheumatic Diseases/drug therapy , Adult , Aged , Aged, 80 and over , Amino Acids, Branched-Chain/administration & dosage , Amino Acids, Branched-Chain/adverse effects , Amino Acids, Branched-Chain/pharmacology , Dietary Supplements , Female , Glucocorticoids/administration & dosage , Humans , Male , Middle Aged , Muscle Strength/drug effects , Muscle, Skeletal/drug effects
8.
Nat Commun ; 6: 6693, 2015 Apr 01.
Article in English | MEDLINE | ID: mdl-25827749

ABSTRACT

Skeletal muscle has a pleiotropic role in organismal energy metabolism, for example, by storing protein as an energy source, or by excreting endocrine hormones. Muscle proteolysis is tightly controlled by the hypothalamus-pituitary-adrenal signalling axis via a glucocorticoid-driven transcriptional programme. Here we unravel the physiological significance of this catabolic process using skeletal muscle-specific glucocorticoid receptor (GR) knockout (GRmKO) mice. These mice have increased muscle mass but smaller adipose tissues. Metabolically, GRmKO mice show a drastic shift of energy utilization and storage in muscle, liver and adipose tissues. We demonstrate that the resulting depletion of plasma alanine serves as a cue to increase plasma levels of fibroblast growth factor 21 (FGF21) and activates liver-fat communication, leading to the activation of lipolytic genes in adipose tissues. We propose that this skeletal muscle-liver-fat signalling axis may serve as a target for the development of therapies against various metabolic diseases, including obesity.


Subject(s)
Adipose Tissue/metabolism , Energy Metabolism , Fibroblast Growth Factors/metabolism , Liver/metabolism , Muscle, Skeletal/metabolism , Receptors, Glucocorticoid/genetics , Adaptation, Physiological , Alanine/blood , Animals , Hypertrophy , Lipolysis/genetics , Mice , Mice, Knockout , Muscle, Skeletal/pathology , Proteolysis , Receptors, Glucocorticoid/metabolism , Signal Transduction
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