bioRxivGeneticsPreprint
Genetic predisposition to myeloproliferative neoplasms implicates hematopoietic stem cell biology
Erik L. BaoiD, Satish Kumar NandakumariD, Xiaotian LiaoiD, Alexander G. BickiD, Juha M KarjalaineniD, Marcin TabakaiD, Olga I. Gan, Aki Samuli HavulinnaiD, Tuomo KiiskineniD, Caleb A. LareauiD, Aitzkoa Lopez de Lapuente PortillaiD, Bo LiiD, Connor A. EmdiniD, Veryan CoddiD, Christopher P. NelsoniD, Pradeep NatarajaniD, Claire L. ChurchhouseiD, Björn NilssoniD, Peter W.F. WilsoniD, Kelly ChoiD, Saiju PyarajaniD, J. Michael GazianoiD, Nilesh J. SamaniiD, Million Veterans Program, Aviv RegeviD, , Vijay G. SankaraniD
Abstract
Myeloproliferative neoplasms (MPNs) are blood cancers characterized by excessive production of mature myeloid cells that result from the acquisition of somatic driver mutations in hematopoietic stem cells (HSCs)1. While substantial progress has been made to define the causal somatic mutation profile for MPNs2, epidemiologic studies indicate a significant heritable component for the disease that is among the highest known for all cancers3. However, only a limited set of genetic risk loci have been identified, and the underlying biological mechanisms leading to MPN acquisition remain unexplained. Here, to define the inherited risk profile, we conducted the largest genome-wide association study of MPNs to date (978,913 individuals with 3,224 cases) and identified 14 genome-wide significant loci, as well as a polygenic signature that increases the odds for disease acquisition by nearly 3-fold between the top and median deciles. Interestingly, we find a shared genetic architecture between MPN risk and several hematopoietic traits spanning distinct lineages, as well as an association between increased MPN risk and longer leukocyte telomere length, collectively implicating HSC function and self-renewal. Strikingly, we find a significant enrichment for risk variants mapping to accessible chromatin in HSCs compared with other hematopoietic populations. Finally, gene mapping identifies modulators of HSC biology and targeted variant-to-function analyses suggest likely roles for CHEK2 and GFI1B in altering HSC function to confer disease risk. Overall, we demonstrate the power of human genetic studies to illuminate a previously unappreciated mechanism for MPN risk through modulation of HSC function.
- organism: human
- assay: GWAS summary statistics
- research focus: GWAS / association mapping
- research focus: fine-mapping
- research focus: gene regulatory network inference
- research focus: variant effect prediction
- approach: statistical model
- Citations
- 2
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
- Reconstructing the lineage histories and differentiation trajectories of individual cancer cells in JAK2-mutant myeloproliferative neoplasms
D. Van Egeren, J. Escabi, … S. Hormoz·bioRxiv·Aug 24, 2020
- MYB insufficiency disrupts proteostasis in hematopoietic stem cells leading to age-related neoplasia
M. L. Clarke, R. B. Lemma, … J. Frampton·bioRxiv·Sep 4, 2021
- Monogenic and polygenic inheritance become instruments for clonal selection
Po‐Ru Loh, Giulio Genovese, Steven A. McCarroll·NaturePeer-reviewed·Jun 24, 2020
- Phylogenetic reconstruction of myeloproliferative neoplasm reveals very early origins and lifelong evolution
N. Williams, J. Lee, … J. Nangalia·bioRxiv·Nov 9, 2020
- The Immune-Modulatory Function of Megakaryocytes in the Hematopoietic Niche of Myeloproliferative Neoplasms
Sandy Lee, Xiaoxi Yang, … Huichun Zhan·bioRxiv·Apr 1, 2025
- The Genetic Determinants and Genomic Consequences of Non-Leukemogenic Somatic Point Mutations
Joshua S. Weinstock, Sharjeel A. Chaudhry, … Marios Arvanitis·medRxiv·Aug 22, 2024