Evidence map›Paper›PMID 41759529›Full record

ArticleMolecular cell2026

CRISPR-based functional genomics for dissecting therapeutic dependency in primary acute myeloid leukemia samples.

Zhendong Cao, Sixiang Yu, Jacqueline Peng, Declan R Barrett, Yuqiao Liu, Jonathan H Sussman, Changya Chen, Anusha Thadi, Li Liu, Fatemeh Alikarami and 5 more

Abstract read
In one paragraph

Article in Molecular cell, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Review
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

15 authors.

Zhendong CaoDepartment of Cancer Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Graduate Group in Cell and Molecular Biology, University of Pennsylvania, Philadelphia, PA, USA.
Sixiang YuDepartment of Cancer Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
Jacqueline PengGraduate Group in Genomics and Computational Biology, University of Pennsylvania, Philadelphia, PA, USA.
Declan R BarrettDivision of Oncology, Department of Pediatrics, University of Pennsylvania, Philadelphia, PA 19104, USA; Center for Childhood Cancer Research, The Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Yuqiao LiuDepartment of Cancer Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
Jonathan H SussmanDivision of Oncology, Department of Pediatrics, University of Pennsylvania, Philadelphia, PA 19104, USA; Center for Childhood Cancer Research, The Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Changya ChenDivision of Oncology, Department of Pediatrics, University of Pennsylvania, Philadelphia, PA 19104, USA; Center for Childhood Cancer Research, The Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Anusha ThadiDivision of Oncology, Department of Pediatrics, University of Pennsylvania, Philadelphia, PA 19104, USA; Center for Childhood Cancer Research, The Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Li LiuDepartment of Cancer Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
Fatemeh AlikaramiDivision of Oncology, Department of Pediatrics, University of Pennsylvania, Philadelphia, PA 19104, USA; Center for Childhood Cancer Research, The Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Jason XuDivision of Oncology, Department of Pediatrics, University of Pennsylvania, Philadelphia, PA 19104, USA; Center for Childhood Cancer Research, The Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Martin P CarrollDivision of Hematology and Oncology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
Kai TanEpigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Division of Oncology, Department of Pediatrics, University of Pennsylvania, Philadelphia, PA 19104, USA; Center for Childhood Cancer Research, The Children's Hospital of Philadelphia, Philadelphia, PA, USA. Electronic address: tank1@chop.edu.
Kathrin M BerntDivision of Oncology, Department of Pediatrics, University of Pennsylvania, Philadelphia, PA 19104, USA; Center for Childhood Cancer Research, The Children's Hospital of Philadelphia, Philadelphia, PA, USA. Electronic address: berntk@chop.edu.
Junwei ShiDepartment of Cancer Biology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Epigenetics Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Abramson Family Cancer Research Institute, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA. Electronic address: jushi@upenn.edu.

Funding

Towards rational design of combination therapeutic targetsU01CA243072 · NCI · CHILDREN'S HOSP OF PHILADELPHIA · PI TAN, KAI, TASIAN, SARAH KATHLEEN · 2020 to 2024
$2.6M
A stalled chromatin regulatory network that mediates the oncogenic activity of Meningioma-1R01CA262260 · NCI · CHILDREN'S HOSP OF PHILADELPHIA · PI KATHRIN M BERNT · 2022 to 2026
$2.1M
NCI NIH HHS R01 CA262260NCI NIH HHS U01 CA243072
6 · The paper itself

Abstract

Cancer functional genomics enables high-throughput target discovery and mechanistic investigation, yet its application has remained largely confined to mouse models and established human cancer cell lines. Direct functional interrogation of heterogeneous primary tumors offers a powerful opportunity to evaluate therapeutic targets and uncover cancer dependencies or resistance mechanisms. Here, we developed an optimized CRISPR-based platform for functional genomics in patient-derived xenograft and primary acute myeloid leukemia (AML) samples harboring diverse pathogenic mutations. Integrated in vitro and in vivo CRISPR-Cas9 knockout and CRISPR interference (CRISPRi) dropout screens validated known AML-biased targets and identified cis-regulatory elements essential for leukemic growth. Coupling pooled CRISPR perturbations with single-cell RNA sequencing (Perturb-seq) further resolved the perturbation-induced alterations in regulatory networks, cell cycle states, and cellular hierarchies in primary AML samples. Together, these studies establish a general and robust framework for leveraging CRISPR-based functional genomics to directly dissect cancer dependencies and cellular heterogeneity in primary AML patient samples.

Indexed as

CRISPR-Cas SystemsGenomicsLeukemia, Myeloid, AcuteAnimalsClustered Regularly Interspaced Short Palindromic RepeatsGene Expression Regulation, LeukemicGene Regulatory NetworksHumansMiceMutationSingle-Cell Gene Expression AnalysisAMLCRISPRfuntional genomicsPDXPerturb-seqprimary cells

Identifiers

PMID41759529
PMCPMC13036604

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.