Cell and transcriptomic diversity of infrapatellar fat pad during knee osteoarthritis
- Author
- Hayley Peters, Pratibha Potla, Jason S. Rockel, Teodora Tockovska, Chiara Pastrello, Igor Jurisica, Keemo Delos Santos, Shabana Vohra, Noah Fine, Starlee Lively, Kim Perry, Nikita Looby, Sheng Han Li, Vinod Chandran, Katrina Hueniken, Paramvir Kaur, Anthony Perruccio, Nizar N. Mahomed, Raja Rampersaud, Khalid Syed, Eric Gracey (UGent) , Roman Krawetz, Matthew B. Buechler, Rajiv Gandhi and Mohit Kapoor
- Organization
- Abstract
- Objectives In this study, we employ a multiomic approach to identify major cell types and subsets, and their transcriptomic profiles within the infrapatellar fat pad (IFP), and to determine differences in the IFP based on knee osteoarthritis (KOA), sex and obesity status.Methods Single-nucleus RNA sequencing of 82 924 nuclei from 21 IFPs (n=6 healthy control and n=15 KOA donors), spatial transcriptomics and bioinformatic analyses were used to identify contributions of the IFP to KOA. We mapped cell subclusters from other white adipose tissues using publicly available literature. The diversity of fibroblasts within the IFP was investigated by bioinformatic analyses, comparing by KOA, sex and obesity status. Metabolomics was used to further explore differences in fibroblasts by obesity status.Results We identified multiple subclusters of fibroblasts, macrophages, adipocytes and endothelial cells with unique transcriptomic profiles. Using spatial transcriptomics, we resolved distributions of cell types and their transcriptomic profiles and computationally identified putative cell-cell communication networks. Furthermore, we identified transcriptomic differences in fibroblasts from KOA versus healthy control donor IFPs, female versus male KOA-IFPs and obese versus normal body mass index (BMI) KOA-IFPs. Finally, using metabolomics, we defined differences in metabolite levels in supernatants of na & iuml;ve, profibrotic stimuli-treated and proinflammatory stimuli-treated fibroblasts from obese compared to normal BMI KOA-IFPs.Conclusions Overall, by employing a multiomic approach, this study provides the first comprehensive map of the cellular and transcriptomic diversity of human IFP and identifies IFP fibroblasts as key cells contributing to transcriptomic and metabolic differences related to KOA disease, sex or obesity.
- Keywords
- Osteoarthritis, Knee, Arthritis, Fibroblasts, Osteoarthritis, Risk Factors, EXPRESSION, DIFFERENTIATION, INFLAMMATION, GENES
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Please use this url to cite or link to this publication: http://hdl.handle.net/1854/LU-01JJY3SNF9V8EHP491YFDHB3NX
- MLA
- Peters, Hayley, et al. “Cell and Transcriptomic Diversity of Infrapatellar Fat Pad during Knee Osteoarthritis.” ANNALS OF THE RHEUMATIC DISEASES, vol. 84, no. 2, 2025, pp. 351–67, doi:10.1136/ard-2024-225928.
- APA
- Peters, H., Potla, P., Rockel, J. S., Tockovska, T., Pastrello, C., Jurisica, I., … Kapoor, M. (2025). Cell and transcriptomic diversity of infrapatellar fat pad during knee osteoarthritis. ANNALS OF THE RHEUMATIC DISEASES, 84(2), 351–367. https://doi.org/10.1136/ard-2024-225928
- Chicago author-date
- Peters, Hayley, Pratibha Potla, Jason S. Rockel, Teodora Tockovska, Chiara Pastrello, Igor Jurisica, Keemo Delos Santos, et al. 2025. “Cell and Transcriptomic Diversity of Infrapatellar Fat Pad during Knee Osteoarthritis.” ANNALS OF THE RHEUMATIC DISEASES 84 (2): 351–67. https://doi.org/10.1136/ard-2024-225928.
- Chicago author-date (all authors)
- Peters, Hayley, Pratibha Potla, Jason S. Rockel, Teodora Tockovska, Chiara Pastrello, Igor Jurisica, Keemo Delos Santos, Shabana Vohra, Noah Fine, Starlee Lively, Kim Perry, Nikita Looby, Sheng Han Li, Vinod Chandran, Katrina Hueniken, Paramvir Kaur, Anthony Perruccio, Nizar N. Mahomed, Raja Rampersaud, Khalid Syed, Eric Gracey, Roman Krawetz, Matthew B. Buechler, Rajiv Gandhi, and Mohit Kapoor. 2025. “Cell and Transcriptomic Diversity of Infrapatellar Fat Pad during Knee Osteoarthritis.” ANNALS OF THE RHEUMATIC DISEASES 84 (2): 351–367. doi:10.1136/ard-2024-225928.
- Vancouver
- 1.Peters H, Potla P, Rockel JS, Tockovska T, Pastrello C, Jurisica I, et al. Cell and transcriptomic diversity of infrapatellar fat pad during knee osteoarthritis. ANNALS OF THE RHEUMATIC DISEASES. 2025;84(2):351–67.
- IEEE
- [1]H. Peters et al., “Cell and transcriptomic diversity of infrapatellar fat pad during knee osteoarthritis,” ANNALS OF THE RHEUMATIC DISEASES, vol. 84, no. 2, pp. 351–367, 2025.
@article{01JJY3SNF9V8EHP491YFDHB3NX,
abstract = {{Objectives In this study, we employ a multiomic approach to identify major cell types and subsets, and their transcriptomic profiles within the infrapatellar fat pad (IFP), and to determine differences in the IFP based on knee osteoarthritis (KOA), sex and obesity status.Methods Single-nucleus RNA sequencing of 82 924 nuclei from 21 IFPs (n=6 healthy control and n=15 KOA donors), spatial transcriptomics and bioinformatic analyses were used to identify contributions of the IFP to KOA. We mapped cell subclusters from other white adipose tissues using publicly available literature. The diversity of fibroblasts within the IFP was investigated by bioinformatic analyses, comparing by KOA, sex and obesity status. Metabolomics was used to further explore differences in fibroblasts by obesity status.Results We identified multiple subclusters of fibroblasts, macrophages, adipocytes and endothelial cells with unique transcriptomic profiles. Using spatial transcriptomics, we resolved distributions of cell types and their transcriptomic profiles and computationally identified putative cell-cell communication networks. Furthermore, we identified transcriptomic differences in fibroblasts from KOA versus healthy control donor IFPs, female versus male KOA-IFPs and obese versus normal body mass index (BMI) KOA-IFPs. Finally, using metabolomics, we defined differences in metabolite levels in supernatants of na & iuml;ve, profibrotic stimuli-treated and proinflammatory stimuli-treated fibroblasts from obese compared to normal BMI KOA-IFPs.Conclusions Overall, by employing a multiomic approach, this study provides the first comprehensive map of the cellular and transcriptomic diversity of human IFP and identifies IFP fibroblasts as key cells contributing to transcriptomic and metabolic differences related to KOA disease, sex or obesity.}},
author = {{Peters, Hayley and Potla, Pratibha and Rockel, Jason S. and Tockovska, Teodora and Pastrello, Chiara and Jurisica, Igor and Santos, Keemo Delos and Vohra, Shabana and Fine, Noah and Lively, Starlee and Perry, Kim and Looby, Nikita and Li, Sheng Han and Chandran, Vinod and Hueniken, Katrina and Kaur, Paramvir and Perruccio, Anthony and Mahomed, Nizar N. and Rampersaud, Raja and Syed, Khalid and Gracey, Eric and Krawetz, Roman and Buechler, Matthew B. and Gandhi, Rajiv and Kapoor, Mohit}},
issn = {{0003-4967}},
journal = {{ANNALS OF THE RHEUMATIC DISEASES}},
keywords = {{Osteoarthritis, Knee,Arthritis,Fibroblasts,Osteoarthritis,Risk Factors,EXPRESSION,DIFFERENTIATION,INFLAMMATION,GENES}},
language = {{eng}},
number = {{2}},
pages = {{351--367}},
title = {{Cell and transcriptomic diversity of infrapatellar fat pad during knee osteoarthritis}},
url = {{http://doi.org/10.1136/ard-2024-225928}},
volume = {{84}},
year = {{2025}},
}
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