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Ananthakrishnan Ganesan
Senior Data Scientist
Research Interests
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Articles (7)
Year:
2025
Year:
2025
Year:
2025
Year:
2025
Year:
2025
Year:
2023
Background and Aims Current understanding of histone post-translational modifications [histone modifications] across immune cell types in patients with inflammatory bowel disease [IBD] during remission and flare is limited. The present study aimed to quantify histone modifications at a single-cell resolution in IBD patients during remission and flare and how they differ compared to healthy controls. Methods We performed a case-control study of 94 subjects [83 IBD patients and 11 healthy controls]. IBD patients had either ulcerative colitis [n = 38] or Crohn’s disease [n = 45] in clinical remission or flare. We used epigenetic profiling by time-of-flight [EpiTOF] to investigate changes in histone modifications within peripheral blood mononuclear cells from IBD patients. Results We discovered substantial heterogeneity in histone modifications across multiple immune cell types in IBD patients. They had a higher proportion of less differentiated CD34+ haematopoietic progenitors, and a subset of CD56bright natural killer [NK] cells and γδ T cells characterized by distinct histone modifications associated with gene transcription. The subset of CD56bright NK cells had increases in several histone acetylations. An epigenetically defined subset of NK cells was associated with higher levels of C-reactive protein in peripheral blood. CD34+ monocytes from IBD patients had significantly decreased cleaved H3T22, suggesting they were epigenetically primed for macrophage differentiation. Conclusion We describe the first systems-level quantification of histone modifications across immune cells from IBD patients at a single-cell resolution, revealing the increased epigenetic heterogeneity that is not possible with traditional ChIP-seq profiling. Our data open new directions in investigating the association between histone modifications and IBD pathology using other epigenomic tools.
Year:
2022
Collaborators (7)
Hjalmar R. Bouma
Internist-Acute Medicine/Pharmacologist
University Medical Center Groningen
Jonathan Maltzman
Associate Professor
Stanford University
Y. Lucy Liu
Senior Research Scientist
Stanford University
Joseph Levitt
Associate Professor
Stanford University
Brendon Scicluna
Senior Lecturer
University of Malta
Angela Rogers
Professor
University of Texas Southwestern Medical Center
Purvesh Khatri
Professor
Stanford University School of Medicine
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