bioRxivCell Biology
A trans-eQTL network regulates osteoclast multinucleation and bone mass
M. Pereira, J.-H. Ko, J. Logan, H. Protheroe, K.-B. Kim, A. L. M. Tan, K.-S. Park, M. Rotival, E. Petretto, J. H. D. Bassett, G. R. Williams, J. Behmoaras
Abstract
Functional characterisation of cell-type specific regulatory networks is key to establish a causal link between genetic variation and phenotype. The osteoclast offers a unique model for interrogating the contribution of co-regulated genes to in vivo phenotype as its multinucleation and resorption activities determine quantifiable skeletal traits. Here we took advantage of a trans-regulated gene network (MMnet, macrophage multinucleation network) which we found to be significantly enriched for GWAS variants associated with bone-related phenotypes. We found that the network hub gene Bcat1 and seven other co-regulated MMnet genes out of 13, regulate bone function. Specifically, global (Pik3cb-/-, Atp8b2+/-, Igsf8-/-, Eml1-/-, Appl2-/-, Deptor-/-) and myeloid-specific Slc40a1{Delta}LysMCre knockout mice displayed abnormal bone phenotypes. We report antagonizing effects of MMnet genes on bone mass in mice and osteoclast multinucleation/resorption in humans with strong correlation between the two. These results identify MMnet as a functionally conserved network that regulates osteoclast fusion and bone mass. Impact statementWe took advantage of the osteoclast whose multinucleation properties correlate with bone mass. We show that a trans-regulated gene network (MMnet) controls skeletal homeostasis through osteoclast multinucleation and function.
- organism: mouse
- organism: human
- assay: bulk RNA-seq
- research focus: gene regulatory network inference
- research focus: differential expression
- research focus: GWAS / association mapping
- approach: statistical model
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Osteocyte Transcriptome Mapping Identifies a Molecular Landscape Controlling Skeletal Homeostasis and Susceptibility to Skeletal Disease
Scott E. Youlten, John P. Kemp, … Peter Ian Croucher·Nature CommunicationsPeer-reviewed·May 5, 2021
- Melanoregulin deficiency affects bone maintenance and lean body mass
Marta Liliana Musskopf, Vinícius de Paiva Gonçalves, … Patrícia A. Miguez·bioRxiv·Dec 17, 2025
- Cell type-specific network analysis in Diversity Outbred mice identifies genes potentially responsible for human bone mineral density GWAS associations
Luke J Dillard, Gina M. Calabrese, … Charles R. Farber·eLifePeer-reviewed·Mar 11, 2026
- Genetic Analysis of Osteoblast Activity Identifies Zbtb40 as a Regulator of Osteoblast Activity and Bone Mass
Madison L. Doolittle, Gina M. Calabrese, … Charles R. Farber·PLoS GeneticsPeer-reviewed·Jun 4, 2020
- Moesin controls cell-cell fusion and osteoclast function
Ophélie Dufrançais, Marianna Plozza, … Christel Vérollet·The Journal of Cell BiologyPeer-reviewed·Aug 20, 2025
- Epigenetic and transcriptional regulation of osteoclastogenesis in the pathogenesis of skeletal diseases: a protocol for a systematic review
Siddhartha Sharma, Aditi Mahajan, … Mandeep Singh Dhillon·BonePeer-reviewed·Jun 28, 2020