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Ananthakrishnan Ganesan

Senior Data Scientist

Stanford University
Country flagUnited States

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

NETHERLANDS
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Jonathan Maltzman

Associate Professor

Stanford University

UNITED STATES
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Y. Lucy Liu

Senior Research Scientist

Stanford University

UNITED STATES
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Joseph Levitt

Associate Professor

Stanford University

UNITED STATES
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Brendon Scicluna

Senior Lecturer

University of Malta

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Angela Rogers

Professor

University of Texas Southwestern Medical Center

UNITED STATES
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Purvesh Khatri

Professor

Stanford University School of Medicine

UNITED STATES
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