Imputing causality and clonal dynamics from single-cell transcriptomics in paroxysmal nocturnal hemoglobinuria

Paroxysmal nocturnal hemoglobinuria (PNH) originates from hematopoietic stem cells (HSCs) harboring somatic mutations in the phosphatidylinositol glycan class A (PIGA) gene. Clonal expansion of PIGA-mutated cells occurs uniquely in the setting of bone marrow (BM) failure, but specific pathophysiologic mechanisms remain unclear. We performed single-cell RNA sequencing (scRNA-seq) of BM cells from patients with large (> 50%) and small (10-50%) PNH cell fractions. In patients with large PNH cell fractions, phenotypically normal hematopoietic stem and progenitor cells (HSPCs) upregulated immune response and apoptosis pathways and downregulated cell-cycling pathways compared with PNH-type HSPCs. BM effector cells upregulated immune response pathways, and cell-cell communication between effector cells and normal HSPCs was greater than in controls. In contrast, in patients with small PNH cell fractions, transcriptional changes in normal HSPCs were reversed: downregulation of immune response pathways and upregulation of the cell-cycling pathways. Notably, transcriptional differences associated with PNH cell fractions were primarily in normal HSCs, whereas PNH-type HSCs showed similar transcriptional profiles between patients with large and small PNH cell fractions. These results implicate immunological negative selection against normal HSCs in PNH. Error-corrected DNA sequencing of patients' blood samples identified multiple PIGA mutations in each patient, consistent with strong selection for the resulting phenotype.

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Publication Details

Journal
Leukemia
Published
2026-04-22
DOI
https://doi.org/10.1038/s41375-026-02914-5
Primary Topic
Complement system in diseases
Type
article
Field-Weighted Citation Impact
0.00

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article

Imputing causality and clonal dynamics from single-cell transcriptomics in paroxysmal nocturnal hemoglobinuria

Diego Quinones Raffo, Shouguo Gao, Lemlem Alemu, Emma M. Groarke et al.
Leukemia
Complement system in diseases
article

Imputing causality and clonal dynamics from single-cell transcriptomics in paroxysmal nocturnal hemoglobinuria

Diego Quinones Raffo, Shouguo Gao, Lemlem Alemu, Emma M. Groarke, Neal S. Young, Hiroki Mizumaki, Sachiko Kajigaya, Jibran Durrani, Olga Rios, Ivana Darden, Bhavisha A. Patel, Fernanda Gutierrez‐Rodrigues, Zhijie Wu, Jennifer Lotter
article en

Abstract

Paroxysmal nocturnal hemoglobinuria (PNH) originates from hematopoietic stem cells (HSCs) harboring somatic mutations in the phosphatidylinositol glycan class A (PIGA) gene. Clonal expansion of PIGA-mutated cells occurs uniquely in the setting of bone marrow (BM) failure, but specific pathophysiologic mechanisms remain unclear. We performed single-cell RNA sequencing (scRNA-seq) of BM cells from patients with large (> 50%) and small (10-50%) PNH cell fractions. In patients with large PNH cell fractions, phenotypically normal hematopoietic stem and progenitor cells (HSPCs) upregulated immune response and apoptosis pathways and downregulated cell-cycling pathways compared with PNH-type HSPCs. BM effector cells upregulated immune response pathways, and cell-cell communication between effector cells and normal HSPCs was greater than in controls. In contrast, in patients with small PNH cell fractions, transcriptional changes in normal HSPCs were reversed: downregulation of immune response pathways and upregulation of the cell-cycling pathways. Notably, transcriptional differences associated with PNH cell fractions were primarily in normal HSCs, whereas PNH-type HSCs showed similar transcriptional profiles between patients with large and small PNH cell fractions. These results implicate immunological negative selection against normal HSCs in PNH. Error-corrected DNA sequencing of patients' blood samples identified multiple PIGA mutations in each patient, consistent with strong selection for the resulting phenotype.

Leukemia
National Institutes of Health (US), University of Miami (US), National Heart, Lung, and Blood Institute (US), Sylvester Comprehensive Cancer Center (US)
National Institutes of Health, National Heart, Lung, and Blood Institute
Openalex Percentile: Top 17%
Complement system in diseases
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