Pub Date : 2026-02-06DOI: 10.1186/s13395-026-00416-7
Séverine Lamon, Megan Soria, Ross Williams, Annabel Critchlow, Karel Van Belleghem, Andrew Garnham, Akriti Varshney, Traude Beillharz, Danielle Hiam, Mark Ziemann
Background: Human primary muscle cell (HPMC) lines derived from skeletal muscle biopsies are potentially powerful tools to interrogate the molecular pathways underlying fundamental muscle mechanisms. HPMCs retain their genome in culture, but many endogenous circulating factors are not present in the in vitro environment, or at concentrations that do not mirror physiological levels. To address the assumption that HPMCs are valid models of age and sex-specificity in human muscle research, we examined to what extent differentiated HPMC lines retain their source phenotype in culture.
Methods: Biopsies from the vastus lateralis muscle were collected from ten males aged 18-30, ten females aged 18-30 and ten males aged 60-75 recruited from a healthy population. A portion of the muscle was used for the establishment of 30 individual HMPC lines. The remaining sample was immediately snap frozen and stored for further analysis. RNA was extracted from muscle tissue samples and their corresponding, fully differentiated HMPCs and analysed using RNA Sequencing. To compare their transcriptomic signature, principal component analysis (PCA), differential expression analysis, single-cell deconvolution and pathway enrichment analysis were conducted in R.
Results: A comparison of the transcriptomic signature of 30 human muscle biopsies and their corresponding differentiated HPMCs indicated a near-complete lack of retention of the genes and pathways differentially regulated in vivo when compared to their in vitro equivalent, with the exception of several genes encoded on the Y-chromosome.
Conclusions: The diversity of resident cell populations in muscle tissue and the lack of sex- and age-dependent circulating factors in the cellular milieu likely contribute to these observations, which call for caution when using differentiated HPMCs as an experimental model of human muscle sex or age.
{"title":"The transcriptomic signature of age and sex is not conserved in human primary myotubes.","authors":"Séverine Lamon, Megan Soria, Ross Williams, Annabel Critchlow, Karel Van Belleghem, Andrew Garnham, Akriti Varshney, Traude Beillharz, Danielle Hiam, Mark Ziemann","doi":"10.1186/s13395-026-00416-7","DOIUrl":"https://doi.org/10.1186/s13395-026-00416-7","url":null,"abstract":"<p><strong>Background: </strong>Human primary muscle cell (HPMC) lines derived from skeletal muscle biopsies are potentially powerful tools to interrogate the molecular pathways underlying fundamental muscle mechanisms. HPMCs retain their genome in culture, but many endogenous circulating factors are not present in the in vitro environment, or at concentrations that do not mirror physiological levels. To address the assumption that HPMCs are valid models of age and sex-specificity in human muscle research, we examined to what extent differentiated HPMC lines retain their source phenotype in culture.</p><p><strong>Methods: </strong>Biopsies from the vastus lateralis muscle were collected from ten males aged 18-30, ten females aged 18-30 and ten males aged 60-75 recruited from a healthy population. A portion of the muscle was used for the establishment of 30 individual HMPC lines. The remaining sample was immediately snap frozen and stored for further analysis. RNA was extracted from muscle tissue samples and their corresponding, fully differentiated HMPCs and analysed using RNA Sequencing. To compare their transcriptomic signature, principal component analysis (PCA), differential expression analysis, single-cell deconvolution and pathway enrichment analysis were conducted in R.</p><p><strong>Results: </strong>A comparison of the transcriptomic signature of 30 human muscle biopsies and their corresponding differentiated HPMCs indicated a near-complete lack of retention of the genes and pathways differentially regulated in vivo when compared to their in vitro equivalent, with the exception of several genes encoded on the Y-chromosome.</p><p><strong>Conclusions: </strong>The diversity of resident cell populations in muscle tissue and the lack of sex- and age-dependent circulating factors in the cellular milieu likely contribute to these observations, which call for caution when using differentiated HPMCs as an experimental model of human muscle sex or age.</p>","PeriodicalId":21747,"journal":{"name":"Skeletal Muscle","volume":" ","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146132865","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-26DOI: 10.1186/s13395-026-00415-8
Anas Odeh, Rahaf Salem, Maher Abu Saleh, Ariel Shemesh, Polina Stein, Ido Livneh, Peleg Hasson
Accurate fibrosis quantification is essential for understanding muscle and cardiac disease, yet current manual and semi‑automated methods remain slow, subjective, and poorly reproducible. We introduce FibroTrack, a standalone deep learning platform with a graphical user interface (GUI) that streamlines fibrosis analysis across Sirius Red (SR), Masson's Trichrome (MT), and immunohistochemistry (IHC) stainings. FibroTrack uniquely integrates LAB (lightness, green-red, blue-yellow) color space normalization with a You Only Look Once version 11 (YOLOv11) segmentation model trained on 2,034 histological images. This approach achieved 99.5% mask precision for muscle segmentation and demonstrated excellent concordance with blinded pathologists (Spearman correlation, r = 0.87-0.96). Automated outputs include segmented images and structured spreadsheets, ensuring high reproducibility and scalability. By combining advanced color analysis with state‑of‑the‑art segmentation in an accessible tool, FibroTrack provides a novel, accurate, and clinically relevant solution for high‑throughput fibrosis quantification in both preclinical research and pathology practice.
准确的纤维化定量对于了解肌肉和心脏疾病至关重要,但目前的手动和半自动方法仍然缓慢、主观且可重复性差。我们介绍了FibroTrack,这是一个独立的深度学习平台,具有图形用户界面(GUI),可以简化Sirius Red (SR), Masson’s Trichrome (MT)和免疫组织化学(IHC)染色的纤维化分析。纤维轨道独特地集成了LAB(亮度,绿红,蓝黄)色彩空间归一化与你只看一次版本11 (YOLOv11)分割模型训练的2034个组织学图像。该方法对肌肉分割的掩模精度达到99.5%,并与盲法病理学家表现出良好的一致性(Spearman相关,r = 0.87-0.96)。自动输出包括分割图像和结构化电子表格,确保高再现性和可扩展性。通过将先进的颜色分析与最先进的分割结合在一个可访问的工具中,FibroTrack为临床前研究和病理实践中的高通量纤维化定量提供了一种新颖、准确和临床相关的解决方案。
{"title":"FibroTrack: a standalone deep learning platform for automated fibrosis quantification in muscle and cardiac histology.","authors":"Anas Odeh, Rahaf Salem, Maher Abu Saleh, Ariel Shemesh, Polina Stein, Ido Livneh, Peleg Hasson","doi":"10.1186/s13395-026-00415-8","DOIUrl":"https://doi.org/10.1186/s13395-026-00415-8","url":null,"abstract":"<p><p>Accurate fibrosis quantification is essential for understanding muscle and cardiac disease, yet current manual and semi‑automated methods remain slow, subjective, and poorly reproducible. We introduce FibroTrack, a standalone deep learning platform with a graphical user interface (GUI) that streamlines fibrosis analysis across Sirius Red (SR), Masson's Trichrome (MT), and immunohistochemistry (IHC) stainings. FibroTrack uniquely integrates LAB (lightness, green-red, blue-yellow) color space normalization with a You Only Look Once version 11 (YOLOv11) segmentation model trained on 2,034 histological images. This approach achieved 99.5% mask precision for muscle segmentation and demonstrated excellent concordance with blinded pathologists (Spearman correlation, r = 0.87-0.96). Automated outputs include segmented images and structured spreadsheets, ensuring high reproducibility and scalability. By combining advanced color analysis with state‑of‑the‑art segmentation in an accessible tool, FibroTrack provides a novel, accurate, and clinically relevant solution for high‑throughput fibrosis quantification in both preclinical research and pathology practice.</p>","PeriodicalId":21747,"journal":{"name":"Skeletal Muscle","volume":" ","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146053638","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-19DOI: 10.1186/s13395-025-00409-y
Muhammad Asif, Stephanie N Oprescu, Renjie Shang, Zheng Zhang, Feng Yue, Pengpeng Bi, Shihuan Kuang
Background: Skeletal muscle plays a crucial role in human life, contributing to posture, movement, nutrient storage, and body temperature regulation. Development and regeneration of skeletal muscles rely on embryonic myogenic progenitors and postnatal satellite cells (MuSCs), respectively. Identification of new molecular markers and elucidating their functions in MuSCs will provide better understanding of muscle development and regeneration.
Methods: We surveyed single cell RNA-seq (scRNA-seq) data (Tabula Muris and GSE150366) to identify ASB5 (Ankyrin repeat and Suppressor of cytokine signaling Box containing 5) as a marker of MuSCs. We also used CRISPR-CAS9 genome editing and oviduct electroporation to generate a germline knockout (KO) mouse line of Asb5. We then analyzed the muscle growth and regeneration of the KO mice. We further analyzed proliferation and differentiation of MuSCs attached on myofibers. We finally performed Realtime PCR (qPCR) to examine how Asb5 KO affects gene expression in the skeletal muscle.
Results: Analysis of data publicly available at Tabula Muris identified Asb5 as a specific marker of MuSCs. Further analysis of scRNA-seq data on FACS-purified MuSCs at various regeneration time points revealed that Asb5 is highly expressed in MuSCs and their progenies across various stages of muscle regeneration. We then generated a novel Asb5 KO mouse line through CRISPR-Cas9 deletion of Exon 4. The Asb5-KO mice were born normally and exhibited normal postnatal growth. In addition, Asb5-KO MuSCs proliferated, differentiated and self-renewed normally on myofiber explants. Furthermore, the skeletal muscles of Asb5-KO mice regenerated normally after acute injury. qPCR analysis showed that Asb5 KO reduces the expression levels of Tnfa (Tumor Necrosis Factor Alpha) in the skeletal muscles.
Conclusion: These data together identify ASB5 as an abundantly expressed and specific marker of MuSCs and myogenic progenitors. However, Asb5 loss-of-function has no effects on embryonic development and postnatal growth of skeletal muscles, or behavior and regenerative functions of MuSCs under normal physiological conditions.
背景:骨骼肌在人类生活中起着至关重要的作用,参与姿势、运动、营养储存和体温调节。骨骼肌的发育和再生分别依赖于胚胎肌源性祖细胞和出生后卫星细胞。鉴定新的分子标记并阐明其在肌肉细胞中的功能将有助于更好地理解肌肉的发育和再生。方法:利用单细胞RNA-seq (scRNA-seq)数据(Tabula Muris和GSE150366)鉴定ASB5 (Ankyrin repeat and Suppressor of cytokine signaling Box containing 5)作为musc的标志物。我们还使用CRISPR-CAS9基因组编辑和输卵管电穿孔技术产生了Asb5的种系敲除(KO)小鼠系。然后我们分析了KO小鼠的肌肉生长和再生。我们进一步分析了附着在肌纤维上的MuSCs的增殖和分化。最后,我们采用实时荧光定量PCR (real - time PCR, qPCR)检测Asb5 KO如何影响骨骼肌中的基因表达。结果:通过对Tabula Muris公开数据的分析,发现Asb5是musc的特异性标记物。对facs纯化的musc在不同再生时间点的scRNA-seq数据的进一步分析显示,Asb5在肌肉再生的不同阶段的musc及其后代中高度表达。然后,我们通过CRISPR-Cas9删除外显子4,产生了一种新的Asb5 KO小鼠系。Asb5-KO小鼠出生正常,产后生长正常。此外,Asb5-KO MuSCs在肌纤维外植体上增殖、分化和自我更新正常。急性损伤后,Asb5-KO小鼠骨骼肌再生正常。qPCR分析显示Asb5 KO可降低骨骼肌中肿瘤坏死因子α (Tnfa)的表达水平。结论:这些数据共同确定ASB5是MuSCs和肌源性祖细胞的丰富表达和特异性标记。然而,Asb5功能缺失对骨骼肌的胚胎发育和出生后生长,以及正常生理条件下musc的行为和再生功能均无影响。
{"title":"ASB5 is a specific marker for muscle satellite cells but dispensable for skeletal muscle development and regeneration.","authors":"Muhammad Asif, Stephanie N Oprescu, Renjie Shang, Zheng Zhang, Feng Yue, Pengpeng Bi, Shihuan Kuang","doi":"10.1186/s13395-025-00409-y","DOIUrl":"https://doi.org/10.1186/s13395-025-00409-y","url":null,"abstract":"<p><strong>Background: </strong>Skeletal muscle plays a crucial role in human life, contributing to posture, movement, nutrient storage, and body temperature regulation. Development and regeneration of skeletal muscles rely on embryonic myogenic progenitors and postnatal satellite cells (MuSCs), respectively. Identification of new molecular markers and elucidating their functions in MuSCs will provide better understanding of muscle development and regeneration.</p><p><strong>Methods: </strong>We surveyed single cell RNA-seq (scRNA-seq) data (Tabula Muris and GSE150366) to identify ASB5 (Ankyrin repeat and Suppressor of cytokine signaling Box containing 5) as a marker of MuSCs. We also used CRISPR-CAS9 genome editing and oviduct electroporation to generate a germline knockout (KO) mouse line of Asb5. We then analyzed the muscle growth and regeneration of the KO mice. We further analyzed proliferation and differentiation of MuSCs attached on myofibers. We finally performed Realtime PCR (qPCR) to examine how Asb5 KO affects gene expression in the skeletal muscle.</p><p><strong>Results: </strong>Analysis of data publicly available at Tabula Muris identified Asb5 as a specific marker of MuSCs. Further analysis of scRNA-seq data on FACS-purified MuSCs at various regeneration time points revealed that Asb5 is highly expressed in MuSCs and their progenies across various stages of muscle regeneration. We then generated a novel Asb5 KO mouse line through CRISPR-Cas9 deletion of Exon 4. The Asb5-KO mice were born normally and exhibited normal postnatal growth. In addition, Asb5-KO MuSCs proliferated, differentiated and self-renewed normally on myofiber explants. Furthermore, the skeletal muscles of Asb5-KO mice regenerated normally after acute injury. qPCR analysis showed that Asb5 KO reduces the expression levels of Tnfa (Tumor Necrosis Factor Alpha) in the skeletal muscles.</p><p><strong>Conclusion: </strong>These data together identify ASB5 as an abundantly expressed and specific marker of MuSCs and myogenic progenitors. However, Asb5 loss-of-function has no effects on embryonic development and postnatal growth of skeletal muscles, or behavior and regenerative functions of MuSCs under normal physiological conditions.</p>","PeriodicalId":21747,"journal":{"name":"Skeletal Muscle","volume":" ","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-01-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145999042","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Correction: The rise of rat models for Duchenne muscular dystrophy and therapeutic evaluations.","authors":"Frederic Relaix, Peggy Lafuste, Valentina Taglietti, Laurent Tiret","doi":"10.1186/s13395-025-00410-5","DOIUrl":"10.1186/s13395-025-00410-5","url":null,"abstract":"","PeriodicalId":21747,"journal":{"name":"Skeletal Muscle","volume":"16 1","pages":"3"},"PeriodicalIF":4.4,"publicationDate":"2026-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12794255/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145960134","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-09DOI: 10.1186/s13395-025-00411-4
Miao He, Sheila Riazi, Luuk R van den Bersselaar, Gunilla Islander, Robyn Gillies, Anna Hellblom, Nicol C Voermans, Sultan Temurziev, Heinz Jungbluth, Robert T Dirksen
Background: Malignant Hyperthermia (MH) is characterized by life-threatening whole-body hyperthermic reactions triggered by volatile anesthetics in susceptible individuals. MH susceptibility (MHS) and exertional heat stroke (EHS) are linked to mutations in the type I ryanodine receptor (RYR1). However, the discordance between the estimated prevalence of RYR1 MHS mutations in the general population (1:625-1,075) and the occurrence of MH episodes during anesthesia (1:100,000) suggests additional factors beyond genetics.
Methods: Using an established MHS mouse model (Y524S or YS mice), 10-12-week-old WT and YS mice were exercised on a treadmill (20° incline, 15 m/min, 60 min) and/or exposed to heat (15 min at 37℃) or 2% isoflurane either in a low or high humid environment. A second cohort of 10-12-week-old WT and YS mice were exposed to 2% isoflurane under a low or high humid environment. Vehicle or dantrolene (4 mg/kg) was administered during isoflurane exposure once the rectal temperature reached 39℃. Rectal temperature was continuously monitored under all conditions. In addition, historical humidity and temperature data were collected from dates on which MHS individuals either experienced or did not experience a defined MH episode.
Results: In young, but not older, YS male mice, survival rates significantly decreased during heat challenge (HR Dry/Humid = 0.1621, P = 0.018) and isoflurane exposure in a humid environment (HR Dry/Humid = 0.2273, P = 0.035). Dantrolene improved survival (HR DMSO/Dantrolene ranging from 4.959 to 8.667 in all conditions) and slowed the rate of core temperature increase in young YS mice regardless of humidity. Humidity was similarly associated with increased MH occurrence (AUC = 0.8104, P = 0.0026) in male MHS patients.
Conclusions: Absolute humidity was associated with worsened outcomes during heat and isoflurane exposure in male MHS mice and an increase in MH occurrence in male MHS patients. These results support maintaining humidity levels within operating suites at lower levels of current guidelines, especially where dantrolene is not available.
背景:恶性热疗(MH)的特点是易感个体挥发性麻醉剂引发危及生命的全身热反应。MH易感性(MHS)和劳累性中暑(EHS)与I型ryanodine受体(RYR1)突变有关。然而,一般人群中RYR1 MHS突变的估计患病率(1:625- 1075)与麻醉期间MH发作的发生率(1:10万)之间的不一致表明还有遗传以外的其他因素。方法:采用已建立的MHS小鼠模型(Y524S或YS小鼠),10-12周龄的WT和YS小鼠在跑步机上(20°倾斜,15 m/min, 60 min)和/或暴露于高温(37℃15 min)或2%异氟醚中,在低湿或高湿环境中运动。第二组10-12周龄的WT和YS小鼠在低湿或高湿环境下暴露于2%异氟醚。当直肠温度达到39℃时,在异氟醚暴露期间给予异氟醚或丹曲林(4 mg/kg)。在所有条件下连续监测直肠温度。此外,从MHS个体经历或未经历明确MH发作的日期收集历史湿度和温度数据。结果:幼龄雄性YS小鼠在热刺激(HR Dry/ damp = 0.1621, P = 0.018)和异氟醚暴露(HR Dry/ damp = 0.2273, P = 0.035)条件下的存活率显著降低。在不同湿度条件下,丹trolene均能提高幼龄YS小鼠的存活率(HR DMSO/Dantrolene在4.959 ~ 8.667之间),并减缓核心温度升高的速度。湿度与男性MHS患者MH发生率增加相似(AUC = 0.8104, P = 0.0026)。结论:绝对湿度与高温和异氟醚暴露期间雄性MHS小鼠的预后恶化以及男性MHS患者MH发生率增加有关。这些结果支持在操作套房内保持较低的湿度水平,特别是在没有丹特罗林的情况下。
{"title":"Humidity impacts volatile anesthetic and heat responses of malignant hyperthermia susceptible mice.","authors":"Miao He, Sheila Riazi, Luuk R van den Bersselaar, Gunilla Islander, Robyn Gillies, Anna Hellblom, Nicol C Voermans, Sultan Temurziev, Heinz Jungbluth, Robert T Dirksen","doi":"10.1186/s13395-025-00411-4","DOIUrl":"https://doi.org/10.1186/s13395-025-00411-4","url":null,"abstract":"<p><strong>Background: </strong>Malignant Hyperthermia (MH) is characterized by life-threatening whole-body hyperthermic reactions triggered by volatile anesthetics in susceptible individuals. MH susceptibility (MHS) and exertional heat stroke (EHS) are linked to mutations in the type I ryanodine receptor (RYR1). However, the discordance between the estimated prevalence of RYR1 MHS mutations in the general population (1:625-1,075) and the occurrence of MH episodes during anesthesia (1:100,000) suggests additional factors beyond genetics.</p><p><strong>Methods: </strong>Using an established MHS mouse model (Y524S or YS mice), 10-12-week-old WT and YS mice were exercised on a treadmill (20° incline, 15 m/min, 60 min) and/or exposed to heat (15 min at 37℃) or 2% isoflurane either in a low or high humid environment. A second cohort of 10-12-week-old WT and YS mice were exposed to 2% isoflurane under a low or high humid environment. Vehicle or dantrolene (4 mg/kg) was administered during isoflurane exposure once the rectal temperature reached 39℃. Rectal temperature was continuously monitored under all conditions. In addition, historical humidity and temperature data were collected from dates on which MHS individuals either experienced or did not experience a defined MH episode.</p><p><strong>Results: </strong>In young, but not older, YS male mice, survival rates significantly decreased during heat challenge (HR Dry/Humid = 0.1621, P = 0.018) and isoflurane exposure in a humid environment (HR Dry/Humid = 0.2273, P = 0.035). Dantrolene improved survival (HR DMSO/Dantrolene ranging from 4.959 to 8.667 in all conditions) and slowed the rate of core temperature increase in young YS mice regardless of humidity. Humidity was similarly associated with increased MH occurrence (AUC = 0.8104, P = 0.0026) in male MHS patients.</p><p><strong>Conclusions: </strong>Absolute humidity was associated with worsened outcomes during heat and isoflurane exposure in male MHS mice and an increase in MH occurrence in male MHS patients. These results support maintaining humidity levels within operating suites at lower levels of current guidelines, especially where dantrolene is not available.</p>","PeriodicalId":21747,"journal":{"name":"Skeletal Muscle","volume":" ","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145946336","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-05DOI: 10.1186/s13395-025-00403-4
Aline M S Yamashita, Sarah B Crist, Bayardo I Garay, Hyunkee Kim, Karim Azzag, Darko Bosnakovski, Sergio H D M Faria, Juan E Abrahante, Phablo Abreu, Aaron Ahlquist, Rita C R Perlingeiro
Background: Pluripotent stem cell-derived myogenic progenitors change from an embryonic to a postnatal molecular signature upon engrafting as satellite cells, which coincides with upregulation of Notch3. Since a role for Notch3 in skeletal muscle maturation is unknown, here we investigate whether Notch3 is required for this in vivo molecular maturation switch.
Results: Our results show that lack of Notch3 in transplanted progenitors (N3KO) does not impact degree of engraftment, but leads to increased numbers of embryonic myofibers. Conversely, transplantation of Notch3 overexpressing (N3OE) myogenic progenitors results in lower numbers of embryonic myofibers, but diminished muscle grafts when compared to empty vector (EV) controls. Secondary transplantation studies confirmed these effects, whereby Notch3 overexpression significantly reduced secondary engraftment. Further characterization of N3OE donor-derived satellite cells revealed reduced proliferation and downregulation of cell cycle genes. Importantly, secondary grafts from N3KO satellite cells had increased numbers of embryonic myofibers compared to N3OE and EV controls.
Conclusions: Taken together, these findings demonstrate that Notch3 signaling is required for myofiber maturation, and that constant activation of Notch3 impairs proliferation and muscle regeneration. Transcriptional profiles of N3OE donor-derived satellite cells suggest that dampened regeneration may be driven by inhibitory alterations in cell cycle regulation.
{"title":"Necessity of Notch3 signaling in myofiber maturation in a pluripotent stem cell transplant model.","authors":"Aline M S Yamashita, Sarah B Crist, Bayardo I Garay, Hyunkee Kim, Karim Azzag, Darko Bosnakovski, Sergio H D M Faria, Juan E Abrahante, Phablo Abreu, Aaron Ahlquist, Rita C R Perlingeiro","doi":"10.1186/s13395-025-00403-4","DOIUrl":"10.1186/s13395-025-00403-4","url":null,"abstract":"<p><strong>Background: </strong>Pluripotent stem cell-derived myogenic progenitors change from an embryonic to a postnatal molecular signature upon engrafting as satellite cells, which coincides with upregulation of Notch3. Since a role for Notch3 in skeletal muscle maturation is unknown, here we investigate whether Notch3 is required for this in vivo molecular maturation switch.</p><p><strong>Results: </strong>Our results show that lack of Notch3 in transplanted progenitors (N3KO) does not impact degree of engraftment, but leads to increased numbers of embryonic myofibers. Conversely, transplantation of Notch3 overexpressing (N3OE) myogenic progenitors results in lower numbers of embryonic myofibers, but diminished muscle grafts when compared to empty vector (EV) controls. Secondary transplantation studies confirmed these effects, whereby Notch3 overexpression significantly reduced secondary engraftment. Further characterization of N3OE donor-derived satellite cells revealed reduced proliferation and downregulation of cell cycle genes. Importantly, secondary grafts from N3KO satellite cells had increased numbers of embryonic myofibers compared to N3OE and EV controls.</p><p><strong>Conclusions: </strong>Taken together, these findings demonstrate that Notch3 signaling is required for myofiber maturation, and that constant activation of Notch3 impairs proliferation and muscle regeneration. Transcriptional profiles of N3OE donor-derived satellite cells suggest that dampened regeneration may be driven by inhibitory alterations in cell cycle regulation.</p>","PeriodicalId":21747,"journal":{"name":"Skeletal Muscle","volume":"16 1","pages":"1"},"PeriodicalIF":4.4,"publicationDate":"2026-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12771941/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145906653","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-19DOI: 10.1186/s13395-025-00406-1
Joseph Balnis, Andy Madrid, Emily L Jackson, Lisa A Drake, Catherine E Vincent, Harold A Singer, Reid S Alisch, Ariel Jaitovich
Background: Skeletal muscle dysfunction and elevated CO2 in the blood, or hypercapnia, are both associated with higher mortality in acute and chronic pulmonary diseases. Hypercapnia-, aging and autophagy dysfunction-induced skeletal muscle phenotypes are highly overlapping. While DNA methylation regulates aging-associated cellular processes, no comparative study of CO2- and age-induced changes in skeletal muscle has ever been conducted. Moreover, while previously reported skeletal muscle DNA methylation analyses involve about 1% of the genomic areas susceptible to this epigenetic modification, hypercapnia- and age-induced DNA methylation changes have never been investigated at the whole genome level.
Methods: C57BL/6 mice previously exposed to normo- and hypercapnia were compared with room air-maintained aged animals of similar background. Muscles from these mice were processed for whole genome methylation sequencing (WGMS) and RNA sequencing. The overlap between hypercapnia- and age-induced DNA methylation and transcript expression levels were established. Skeletal muscle-specific autophagy genetic ablation and mass spectrometry analyses were conducted to investigate the potential mechanisms regulating hypercapnia-induced DNA methylation changes.
Results: Hypercapnic mice demonstrate aberrant DNA methylation patterns in comparison to animals never exposed to elevated CO2. These animals also elicit changes in myofiber type composition and protracted muscle mass deterioration even after returning to normocapnia. While aging leads to consistent DNA methylation changes over time, these epigenetic changes do not overlap with CO2-induced differential methylation. Hypercapnia does not regulate the methylome via autophagy or substrate imbalance-related mechanisms.
Conclusion: Hypercapnia causes durable muscle wasting that persists even after regaining ambient air environment, which is associated with a perturbed methylome landscape. High CO2-induced DNA methylation changes do not overlap with age-induced differentially methylation positions and are independent of substrate imbalances and autophagy regulation.
{"title":"Long-term DNA methylation changes induced by age and elevated CO<sub>2</sub> in skeletal muscle.","authors":"Joseph Balnis, Andy Madrid, Emily L Jackson, Lisa A Drake, Catherine E Vincent, Harold A Singer, Reid S Alisch, Ariel Jaitovich","doi":"10.1186/s13395-025-00406-1","DOIUrl":"10.1186/s13395-025-00406-1","url":null,"abstract":"<p><strong>Background: </strong>Skeletal muscle dysfunction and elevated CO<sub>2</sub> in the blood, or hypercapnia, are both associated with higher mortality in acute and chronic pulmonary diseases. Hypercapnia-, aging and autophagy dysfunction-induced skeletal muscle phenotypes are highly overlapping. While DNA methylation regulates aging-associated cellular processes, no comparative study of CO<sub>2</sub>- and age-induced changes in skeletal muscle has ever been conducted. Moreover, while previously reported skeletal muscle DNA methylation analyses involve about 1% of the genomic areas susceptible to this epigenetic modification, hypercapnia- and age-induced DNA methylation changes have never been investigated at the whole genome level.</p><p><strong>Methods: </strong>C57BL/6 mice previously exposed to normo- and hypercapnia were compared with room air-maintained aged animals of similar background. Muscles from these mice were processed for whole genome methylation sequencing (WGMS) and RNA sequencing. The overlap between hypercapnia- and age-induced DNA methylation and transcript expression levels were established. Skeletal muscle-specific autophagy genetic ablation and mass spectrometry analyses were conducted to investigate the potential mechanisms regulating hypercapnia-induced DNA methylation changes.</p><p><strong>Results: </strong>Hypercapnic mice demonstrate aberrant DNA methylation patterns in comparison to animals never exposed to elevated CO<sub>2</sub>. These animals also elicit changes in myofiber type composition and protracted muscle mass deterioration even after returning to normocapnia. While aging leads to consistent DNA methylation changes over time, these epigenetic changes do not overlap with CO<sub>2</sub>-induced differential methylation. Hypercapnia does not regulate the methylome via autophagy or substrate imbalance-related mechanisms.</p><p><strong>Conclusion: </strong>Hypercapnia causes durable muscle wasting that persists even after regaining ambient air environment, which is associated with a perturbed methylome landscape. High CO<sub>2</sub>-induced DNA methylation changes do not overlap with age-induced differentially methylation positions and are independent of substrate imbalances and autophagy regulation.</p>","PeriodicalId":21747,"journal":{"name":"Skeletal Muscle","volume":" ","pages":"7"},"PeriodicalIF":4.4,"publicationDate":"2025-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12860122/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145794659","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}