Evidence map›Paper›PMID 41902400›Full record

ArticleHGG advances2026

Deciphering the genetic underlying causes of sex differences in multiple myeloma incidence and mortality.

Ajibola Opakunle, Yuting Shan, Yingbo Huang, Christina Printzis, Catherine Therese Stanhope, Barbara E Stranger, Rong Stephanie Huang

Abstract read
In one paragraph

Article in HGG advances, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Ajibola OpakunleDepartment of Molecular Pharmacology & Therapeutics, Medical School, University of Minnesota, Minneapolis, MN 55455, USA.
Yuting ShanDepartment of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN 55455, USA.
Yingbo HuangDepartment of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN 55455, USA.
Christina PrintzisDepartment of Pharmacology, Center for Genetic Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA.
Catherine Therese StanhopeDepartment of Pharmacology, Center for Genetic Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA.
Barbara E StrangerDepartment of Biomedical Informatics, School of Medicine, University of Colorado Anschutz Medical, Aurora, CO 80045, USA.
Rong Stephanie HuangDepartment of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN 55455, USA. Electronic address: rshuang@umn.edu.

Funding

Genetic mechanisms underlying sexual dimorphism in cancer and response to therapyR01CA229618 · NCI · UNIVERSITY OF COLORADO DENVER · PI HUANG, RONG STEPHANIE, STRANGER, BARBARA E · 2019 to 2024
$2.9M
NCI NIH HHS R01 CA229618
6 · The paper itself

Abstract

Multiple myeloma (MM) is a genetically complex cancer that has a higher incidence and mortality in males when compared to females. These sex differences are well documented epidemiologically, yet their biological mechanisms remain uncharacterized. We hypothesized that sex-specific genetic regulation by somatic mutations affects MM cell gene expression differently in each sex and subsequently leads to differential functional genetic dependencies between the two sexes. To test this, we first identified genes with sex-biased expression in MM, then identified sex-specific somatic regulators of these genes, evaluated their association with overall survival outcomes, and finally assessed their functional importance using CRISPR-Cas9 dependency screens in MM cell lines. Our findings provide systematic evidence that sex-differentiated somatic regulation underlies tumor-intrinsic mechanisms in MM, establishing the importance of incorporating sex-aware molecular analyses for improved biomarker discovery and precision medicine. Collectively, these results establish sex as a fundamental biological variable in MM with significant implications for disease outcomes.

Indexed as

Multiple MyelomaCell Line, TumorFemaleGene Expression Regulation, NeoplasticHumansIncidenceMaleMutationSex Characteristicsfunctional genomicsgene expressionmultiple myelomaprecision oncologyregulationsex differencessomatic mutations

Identifiers

PMID41902400
PMCPMC13122808

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.