Leukemia as the price of immunity? An evolutionary cost framework

Current evolutionary frameworks explain how leukemic clones are selected, diversify, and escape immune surveillance, yet they do not explain why leukemia-associated variants are so abundant in healthy individuals. We propose the evolutionary cost theory of leukemogenesis: driver mutations and oncogenic fusions are not random accidents but, in large part, recurring byproducts (“costs”) of hematopoietic functions essential for survival. The same molecular machinery that enables V(D)J recombination, somatic hypermutation, APOBEC-mediated antiviral defense, stress-responsive hematopoietic stem cell (HSC) proliferation, and multilineage chromatin accessibility necessarily generates collateral genomic damage. These costs accumulate from development onward, creating a universal variant reservoir upon which selection, clonal evolution, and immunoediting subsequently act. Conversion from cost to clinical disease requires the convergence of four conditions: selection pressure, defense breach, failure of immune restraint—waning predation in aging, immature predation in early life—and time. This framework resolves several paradoxes, including the low mutation burden of infant MLL-rearranged acute lymphoblastic leukemia (ALL), the accelerated risk in Fanconi anemia, and the single-driver sufficiency of chronic myeloid leukemia, and generates falsifiable predictions that distinguish it from multi-hit and selection-only models. Therapeutically, the goal shifts from eradication, which would require eliminating immunity itself, to ecological management: fortifying defenses, modifying the marrow microenvironment, breaking positive feedback loops, restoring immune predators, and establishing prevention windows in high-risk clonal hematopoiesis.

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Publication Details

Journal
Frontiers in Cell and Developmental Biology
Published
2026-11-02
DOI
https://doi.org/10.3389/fcell.2026.1947508
Primary Topic
Acute Myeloid Leukemia Research
Type
article
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article

Leukemia as the price of immunity? An evolutionary cost framework

Jiacheng Lou
1 links
Frontiers in Cell and Developmental Biology
Acute Myeloid Leukemia Research
article

Leukemia as the price of immunity? An evolutionary cost framework

Jiacheng Lou
article en

Abstract

Current evolutionary frameworks explain how leukemic clones are selected, diversify, and escape immune surveillance, yet they do not explain why leukemia-associated variants are so abundant in healthy individuals. We propose the evolutionary cost theory of leukemogenesis: driver mutations and oncogenic fusions are not random accidents but, in large part, recurring byproducts (“costs”) of hematopoietic functions essential for survival. The same molecular machinery that enables V(D)J recombination, somatic hypermutation, APOBEC-mediated antiviral defense, stress-responsive hematopoietic stem cell (HSC) proliferation, and multilineage chromatin accessibility necessarily generates collateral genomic damage. These costs accumulate from development onward, creating a universal variant reservoir upon which selection, clonal evolution, and immunoediting subsequently act. Conversion from cost to clinical disease requires the convergence of four conditions: selection pressure, defense breach, failure of immune restraint—waning predation in aging, immature predation in early life—and time. This framework resolves several paradoxes, including the low mutation burden of infant MLL-rearranged acute lymphoblastic leukemia (ALL), the accelerated risk in Fanconi anemia, and the single-driver sufficiency of chronic myeloid leukemia, and generates falsifiable predictions that distinguish it from multi-hit and selection-only models. Therapeutically, the goal shifts from eradication, which would require eliminating immunity itself, to ecological management: fortifying defenses, modifying the marrow microenvironment, breaking positive feedback loops, restoring immune predators, and establishing prevention windows in high-risk clonal hematopoiesis.

Frontiers in Cell and Developmental BiologyVol. 14
Dalian Medical University (CN), Second Affiliated Hospital of Dalian Medical University (CN)
Good health and well-being
Openalex Percentile: Top 13%
Acute Myeloid Leukemia Research
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Leukemia as the price of immunity? An evolutionary cost framework — Jiacheng Lou · Frontiers in Cell and Developmental Biology (2026) | TGRS Research Map | TGRS