Evidence map›Paper›PMID 39515331›Full record

ArticleCell stem cell2024

CRISPRi/a screens in human iPSC-cardiomyocytes identify glycolytic activation as a druggable target for doxorubicin-induced cardiotoxicity.

Chun Liu, Mengcheng Shen, Yanxia Liu, Amit Manhas, Shane Rui Zhao, Mao Zhang, Nadjet Belbachir, Lu Ren, Joe Z Zhang, Arianne Caudal and 10 more

Abstract read
In one paragraph

Article in Cell stem cell, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.

0numbers the graph read from it
0cells of the map it votes in
31citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

31 citing papers in PubMed.

  1. Review
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  10. CRISPR and the Future of Cardiac Disease Therapy: A New Genetic Frontier.International journal of molecular sciences · 2026
    Review
  11. Article
  12. Review
  13. SC2-3, a Marine Nutrient Glycopeptide fromFoods (Basel, Switzerland) · 2026
    Article
  14. Article
  15. Article
  16. Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

20 authors.

Chun LiuStanford Cardiovascular Institute, Stanford University, Stanford, CA, USA; Department of Physiology and Cancer Center, Milwaukee, WI, USA; Department of Medicine and Cardiovascular Center, Medical College of Wisconsin, Milwaukee, WI, USA. Electronic address: chunliu@mcw.edu.
Mengcheng ShenStanford Cardiovascular Institute, Stanford University, Stanford, CA, USA; Institute for Stem Cell Biology and Regenerative Medicine, Stanford, CA, USA; Department of Medicine (Division of Cardiology), Stanford, CA, USA.
Yanxia LiuDepartment of Bioengineering, Stanford, CA, USA; Sarafan ChEM-H, Stanford University, Stanford, CA, USA; Chan Zuckerberg Biohub, San Francisco, CA, USA.
Amit ManhasStanford Cardiovascular Institute, Stanford University, Stanford, CA, USA; Institute for Stem Cell Biology and Regenerative Medicine, Stanford, CA, USA; Department of Medicine (Division of Cardiology), Stanford, CA, USA.
Shane Rui ZhaoStanford Cardiovascular Institute, Stanford University, Stanford, CA, USA; Institute for Stem Cell Biology and Regenerative Medicine, Stanford, CA, USA; Department of Medicine (Division of Cardiology), Stanford, CA, USA.
Mao ZhangStanford Cardiovascular Institute, Stanford University, Stanford, CA, USA; Institute for Stem Cell Biology and Regenerative Medicine, Stanford, CA, USA; Department of Medicine (Division of Cardiology), Stanford, CA, USA.
Nadjet BelbachirStanford Cardiovascular Institute, Stanford University, Stanford, CA, USA; Institute for Stem Cell Biology and Regenerative Medicine, Stanford, CA, USA; Department of Medicine (Division of Cardiology), Stanford, CA, USA.
Lu RenStanford Cardiovascular Institute, Stanford University, Stanford, CA, USA; Institute for Stem Cell Biology and Regenerative Medicine, Stanford, CA, USA; Department of Medicine (Division of Cardiology), Stanford, CA, USA.
Joe Z ZhangStanford Cardiovascular Institute, Stanford University, Stanford, CA, USA; Institute for Stem Cell Biology and Regenerative Medicine, Stanford, CA, USA; Department of Medicine (Division of Cardiology), Stanford, CA, USA.
Arianne CaudalStanford Cardiovascular Institute, Stanford University, Stanford, CA, USA; Institute for Stem Cell Biology and Regenerative Medicine, Stanford, CA, USA; Department of Medicine (Division of Cardiology), Stanford, CA, USA.
Masataka NishigaStanford Cardiovascular Institute, Stanford University, Stanford, CA, USA; Institute for Stem Cell Biology and Regenerative Medicine, Stanford, CA, USA; Department of Medicine (Division of Cardiology), Stanford, CA, USA.
Dilip ThomasStanford Cardiovascular Institute, Stanford University, Stanford, CA, USA; Institute for Stem Cell Biology and Regenerative Medicine, Stanford, CA, USA; Department of Medicine (Division of Cardiology), Stanford, CA, USA.
Angela ZhangStanford Cardiovascular Institute, Stanford University, Stanford, CA, USA; Greentstone Biosciences, Palo Alto, CA, USA.
Huaxiao YangDepartment of Biomedical Engineering, University of North Texas, Denton, TX, USA.
Yang ZhouStanford Cardiovascular Institute, Stanford University, Stanford, CA, USA; Institute for Stem Cell Biology and Regenerative Medicine, Stanford, CA, USA; Department of Medicine (Division of Cardiology), Stanford, CA, USA.
Mohamed AmeenStanford Cardiovascular Institute, Stanford University, Stanford, CA, USA; Institute for Stem Cell Biology and Regenerative Medicine, Stanford, CA, USA; Department of Medicine (Division of Cardiology), Stanford, CA, USA.
Nazish SayedStanford Cardiovascular Institute, Stanford University, Stanford, CA, USA; Department of Medicine (Division of Cardiology), Stanford, CA, USA; Department of Surgery, Division of Vascular Surgery, Stanford University, Stanford, CA, USA.
June-Wha RheeDepartment of Medicine, City of Hope Comprehensive Cancer Center, Duarte, CA, USA.
Lei S QiDepartment of Bioengineering, Stanford, CA, USA; Sarafan ChEM-H, Stanford University, Stanford, CA, USA; Chan Zuckerberg Biohub, San Francisco, CA, USA. Electronic address: slqi@stanford.edu.
Joseph C WuStanford Cardiovascular Institute, Stanford University, Stanford, CA, USA; Institute for Stem Cell Biology and Regenerative Medicine, Stanford, CA, USA; Department of Medicine (Division of Cardiology), Stanford, CA, USA. Electronic address: joewu@stanford.edu.

Funding

Project 3 (Mercola)P01HL141084 · NHLBI · STANFORD UNIVERSITY · PI Joseph C. Wu · 2019 to 2026
$21.1M
Leveraging innovative technologies in basic and clinical cancer researchT32CA009302 · NCI · STANFORD UNIVERSITY · PI LAURA D ATTARDI, Aaron M Newman · 1985 to 2026
$19.1M
Human iPSCs for Elucidating Intercellular Crosstalk Signaling in Dilated CardiomyopathyR01HL141371 · NHLBI · STANFORD UNIVERSITY · PI WONG, WING H., WU, JOSEPH C. · 2018 to 2025
$6.2M
Modeling Tyrosine Kinase Inhibitor-Induced Vascular Dysfunction Using Human iPSCsR01HL141851 · NHLBI · STANFORD UNIVERSITY · PI WONG, WING H., WU, JOSEPH C. · 2018 to 2025
$5.7M
Single Cell Sequencing of Human iPSC-CM Subtype Identity and FunctionR01HL145676 · NHLBI · STANFORD UNIVERSITY · PI MARK MERCOLA, Joseph C. Wu · 2019 to 2026
$5.1M
Elucidating Anthracycline-Induced Cell Type-Specific Cardiovascular Toxicity with CRISPRi/a ScreensR01HL150693 · NHLBI · STANFORD UNIVERSITY · PI Ronglih Liao, Joseph C. Wu · 2021 to 2026
$4.1M
Modeling Susceptibility to Radiation Therapy-induced Cardiotoxicity Using Cell Village iPSCsR01HL171102 · NHLBI · STANFORD UNIVERSITY · PI MARK MERCOLA, Joseph C. Wu · 2024 to 2026
$2.1M
High resolution dissection of oncogene enhancer networks via CRISPR screening and live-cell imaging.R01CA266470 · NCI · STANFORD UNIVERSITY · PI Lei Stanley Qi · 2022 to 2026
$1.9M
Unraveling Proteasome Inhibitor-Induced Cardiovascular Toxicity through Integrative MultiomicsR01HL176822 · NHLBI · STANFORD UNIVERSITY · PI MARK MERCOLA, Joseph C. Wu · 2025 to 2026
$1.4M
Elucidating anti-angiogenic tyrosine kinase inhibitor-induced vascular dysfunctionR00HL166693 · NHLBI · WASHINGTON UNIVERSITY · PI Mengcheng Shen · 2025 to 2026
$498k
A Cas13d-based screening approach to engineer exhaustion-resistant CAR T cellsR21CA270609 · NCI · STANFORD UNIVERSITY · PI QI, LEI STANLEY · 2022 to 2023
$399k
Parallel Characterization of Genetic Variants in Chemotherapy-Induced Cardiotoxicity Using iPSCsK99HL166773 · NHLBI · STANFORD UNIVERSITY · PI NISHIGA, MASATAKA · 2023 to 2024
$264k
American Heart Association-American Stroke Association 19CDA34760019American Heart Association-American Stroke Association 23SCEFIA1156132NCI NIH HHS R01 CA266470NCI NIH HHS R21 CA270609NCI NIH HHS T32 CA009302NHLBI NIH HHS K99 HL166693NHLBI NIH HHS K99 HL166773NHLBI NIH HHS P01 HL141084NHLBI NIH HHS R00 HL166693NHLBI NIH HHS R01 HL141371NHLBI NIH HHS R01 HL141851NHLBI NIH HHS R01 HL145676NHLBI NIH HHS R01 HL150693NHLBI NIH HHS R01 HL171102NHLBI NIH HHS R01 HL176822
6 · The paper itself

Abstract

Doxorubicin is limited in its therapeutic utility due to its life-threatening cardiovascular side effects. Here, we present an integrated drug discovery pipeline combining human induced pluripotent stem cell (iPSC)-derived cardiomyocytes (iCMs), CRISPR interference and activation (CRISPRi/a) bidirectional pooled screens, and a small-molecule screening to identify therapeutic targets mitigating doxorubicin-induced cardiotoxicity (DIC) without compromising its oncological effects. The screens revealed several previously unreported candidate genes contributing to DIC, including carbonic anhydrase 12 (CA12). Genetic inhibition of CA12 protected iCMs against DIC by improving cell survival, sarcomere structural integrity, contractile function, and calcium handling. Indisulam, a CA12 antagonist, can effectively attenuate DIC in iCMs, engineered heart tissue, and animal models. Mechanistically, doxorubicin-induced CA12 potentiated a glycolytic activation in cardiomyocytes, contributing to DIC by interfering with cellular metabolism and functions. Collectively, our study provides a roadmap for future drug discovery efforts, potentially leading to more targeted therapies with minimal off-target toxicity.

Indexed as

CardiotoxicityDoxorubicinGlycolysisInduced Pluripotent Stem CellsMyocytes, CardiacAnimalsCarbonic AnhydrasesHumansMiceCarbonic AnhydrasesDoxorubicincarbonic anhydrasecardiomyoctyecardio-oncologyCRISPR screendoxorubicinglycolysisiPSC

Identifiers

PMID39515331
PMCPMC11646563

What Socratic holds

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Read underepoch 390

Registered trials

None linked

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 Socratic graph.