Multi-tissue spatial transcriptomics identified simultaneous responses to oxidative stress and apoptosis in parallel with tissue-specific reprogramming in modeled chronic kidney disease-mineral and bone disorder

Musculoskeletal dysfunction in chronic kidney disease-mineral and bone disorder (CKD-MBD) is associated with morbidity and mortality. Disease alterations in bone and muscle, and among muscle fiber types, have largely been tested by candidate gene analysis in individual tissues. We undertook a multi-tissue spatial transcriptomics (ST) approach to identify and differentiate tissue-specific and -common genomic reprogramming occurring simultaneously in cortical bone, muscle, and marrow during CKD-MBD. Visium ST was used on femur-muscle histological cross sections from male mice with adenine diet-induced CKD-MBD (0.2%; 4 wk), or casein control diet. The spatial sequencing datasets were analyzed for differential gene expression and pathway analyses. Transcriptional changes were validated using qPCR in the contralateral tissues as well as in the original sections. Uniform manifold approximation and projection analyses paired with hallmark transcript mapping distinguished cortical bone and bone marrow, slow vs. fast twitch muscle fiber cell populations, including 3 fast twitch muscle subtypes (IIa, IIx, and IIb). Upregulation of apoptosis and oxidative stress pathways, including genes <i>P4hb</i>, known to induce apoptosis, and <i>S100a9</i>, associated with responses to inflammation, occurred across all CKD-MBD tissues. Specifically in muscle, atrophy-associated genes (<i>Trim63</i>, <i>Fbxo32</i>) were upregulated by 3-4-fold, and a novel 2-5-fold increase was observed in the mRNA encoding the structural gene <i>Nrap</i> in both CKD-MBD fast and slow twitch skeletal muscle. Fiber subtypes manifested specific disturbances, including a slow-twitch increase in <i>Car3</i> (3-fold), and fast-twitch muscle enrichment of ubiquitin-mediated proteolysis and RUNX1-driven transcriptional pathways. In bone, CKD-MBD differentially increased pre-osteoblast markers <i>Tnc</i> and <i>Mmp13</i> but markedly decreased <i>Bglap</i> and <i>Col3a1</i> (96.6%; 95.3%), whereas marrow downregulated heme biosynthetic pathways along with ~90% suppression of histone gene <i>Hist1h1b</i>, supporting wider genomic changes. Unbiased ST identified transcriptional alterations involving pan-tissue oxidative stress and apoptosis caused by CKD-MBD. Tissue-unique phenotypes were also found, potentially providing novel targets for improvement of musculoskeletal function during CKD-MBD.

Authors

Institutions

Publication Details

Journal
JBMR Plus
Published
2025-10-15
DOI
https://doi.org/10.1093/jbmrpl/ziaf161
Primary Topic
3D Printing in Biomedical Research
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Multi-tissue spatial transcriptomics identified simultaneous responses to oxidative stress and apoptosis in parallel with tissue-specific reprogramming in modeled chronic kidney disease-mineral and bone disorder

Lainey M. Hibbard, Steven S. Welc, Kenneth E. White, Yamil Marambio et al.
JBMR Plus
3D Printing in Biomedical Research
article

Multi-tissue spatial transcriptomics identified simultaneous responses to oxidative stress and apoptosis in parallel with tissue-specific reprogramming in modeled chronic kidney disease-mineral and bone disorder

Lainey M. Hibbard, Steven S. Welc, Kenneth E. White, Yamil Marambio, Sheng Liu, Jun Wan, Kayleigh Nicole Jennings
article en

Abstract

Musculoskeletal dysfunction in chronic kidney disease-mineral and bone disorder (CKD-MBD) is associated with morbidity and mortality. Disease alterations in bone and muscle, and among muscle fiber types, have largely been tested by candidate gene analysis in individual tissues. We undertook a multi-tissue spatial transcriptomics (ST) approach to identify and differentiate tissue-specific and -common genomic reprogramming occurring simultaneously in cortical bone, muscle, and marrow during CKD-MBD. Visium ST was used on femur-muscle histological cross sections from male mice with adenine diet-induced CKD-MBD (0.2%; 4 wk), or casein control diet. The spatial sequencing datasets were analyzed for differential gene expression and pathway analyses. Transcriptional changes were validated using qPCR in the contralateral tissues as well as in the original sections. Uniform manifold approximation and projection analyses paired with hallmark transcript mapping distinguished cortical bone and bone marrow, slow vs. fast twitch muscle fiber cell populations, including 3 fast twitch muscle subtypes (IIa, IIx, and IIb). Upregulation of apoptosis and oxidative stress pathways, including genes <i>P4hb</i>, known to induce apoptosis, and <i>S100a9</i>, associated with responses to inflammation, occurred across all CKD-MBD tissues. Specifically in muscle, atrophy-associated genes (<i>Trim63</i>, <i>Fbxo32</i>) were upregulated by 3-4-fold, and a novel 2-5-fold increase was observed in the mRNA encoding the structural gene <i>Nrap</i> in both CKD-MBD fast and slow twitch skeletal muscle. Fiber subtypes manifested specific disturbances, including a slow-twitch increase in <i>Car3</i> (3-fold), and fast-twitch muscle enrichment of ubiquitin-mediated proteolysis and RUNX1-driven transcriptional pathways. In bone, CKD-MBD differentially increased pre-osteoblast markers <i>Tnc</i> and <i>Mmp13</i> but markedly decreased <i>Bglap</i> and <i>Col3a1</i> (96.6%; 95.3%), whereas marrow downregulated heme biosynthetic pathways along with ~90% suppression of histone gene <i>Hist1h1b</i>, supporting wider genomic changes. Unbiased ST identified transcriptional alterations involving pan-tissue oxidative stress and apoptosis caused by CKD-MBD. Tissue-unique phenotypes were also found, potentially providing novel targets for improvement of musculoskeletal function during CKD-MBD.

JBMR PlusVol. 9(12)
Laboratory of Molecular Genetics (PL), Indiana University School of Medicine, Indiana University – Purdue University Indianapolis (US)
National Institutes of Health, School of Medicine, Indiana University
Openalex Percentile: Top 71%
3D Printing in Biomedical Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.