Evidence map›Paper›PMID 33184288›Full record

ArticleNature communications2020

Quantitative and multiplexed chemical-genetic phenotyping in mammalian cells with QMAP-Seq.

Sonia Brockway, Geng Wang, Jasen M Jackson, David R Amici, Seesha R Takagishi, Matthew R Clutter, Elizabeth T Bartom, Marc L Mendillo

Open access · goldAbstract read
In one paragraph

Article in Nature communications, 2020. 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
0.1field-weighted citation impact, top 54% of its field
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, 2 citations in OpenAlex.

  1. Review
  2. Article
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

8 authors at 1 institution in 1 country.

Sonia BrockwayDepartment of Biochemistry and Molecular Genetics, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA.ORCID 0000-0002-6817-3237
Geng WangDepartment of Biochemistry and Molecular Genetics, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA.ORCID 0000-0001-5108-2470
Jasen M JacksonDepartment of Biochemistry and Molecular Genetics, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA.
David R AmiciDepartment of Biochemistry and Molecular Genetics, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA.ORCID 0000-0003-3318-964X
Seesha R TakagishiDepartment of Biochemistry and Molecular Genetics, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA.
Matthew R ClutterRobert H. Lurie Comprehensive Cancer Center, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA.
Elizabeth T BartomDepartment of Biochemistry and Molecular Genetics, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA.ORCID 0000-0002-5618-2582
Marc L MendilloDepartment of Biochemistry and Molecular Genetics, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA. mendillo@northwestern.edu.ORCID 0000-0001-8128-0128
Northwestern University · US

Funding

Tumor Environment and Metastasis (TEAM) Research ProgramP30CA060553 · NCI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI LEONIDAS C. PLATANIAS · 1993 to 2026
$153.9M
Northwestern University Clinical and Translational Science Institute (NUCATS)UL1TR001422 · NCATS · NORTHWESTERN UNIVERSITY AT CHICAGO · PI D'AQUILA, RICHARD · 2015 to 2023
$56.8M
MEDICAL SCIENTIST TRAINING PROGRAMT32GM008152 · NIGMS · NORTHWESTERN UNIVERSITY AT CHICAGO · PI ARDEHALI, HOSSEIN · 1987 to 2021
$24.0M
CARCINOGENESIS TRAINING PROGRAMT32CA009560 · NCI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Kathleen Janee Green · 1986 to 2026
$8.4M
Bioinformatics Analysis of Next Generation Sequencing Data from Cancer CellsR50CA221848 · NCI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Elizabeth Thomas Bartom · 2017 to 2026
$1.8M
Elucidating the stress response regulatory networks that enable malignancyR00CA175293 · NCI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI MENDILLO, MARC · 2016 to 2018
$747k
Echo Acoustic Liquid Handler for High Throughput Analysis LabS10OD023681 · OD · NORTHWESTERN UNIVERSITY · PI WEISS, ERIC LYLE · 2018 to 2018
$550k
HSRD VA PPO 16-135NCATS NIH HHS UL1 TR001422NCI NIH HHS P30 CA060553NCI NIH HHS R00 CA175293NCI NIH HHS R50 CA221848NCI NIH HHS T32 CA009560NIGMS NIH HHS T32 GM008152NIH HHS S10 OD023681
6 · The paper itself

Abstract

Chemical-genetic interaction profiling in model organisms has proven powerful in providing insights into compound mechanism of action and gene function. However, identifying chemical-genetic interactions in mammalian systems has been limited to low-throughput or computational methods. Here, we develop Quantitative and Multiplexed Analysis of Phenotype by Sequencing (QMAP-Seq), which leverages next-generation sequencing for pooled high-throughput chemical-genetic profiling. We apply QMAP-Seq to investigate how cellular stress response factors affect therapeutic response in cancer. Using minimal automation, we treat pools of 60 cell types-comprising 12 genetic perturbations in five cell lines-with 1440 compound-dose combinations, generating 86,400 chemical-genetic measurements. QMAP-Seq produces precise and accurate quantitative measures of acute drug response comparable to gold standard assays, but with increased throughput at lower cost. Moreover, QMAP-Seq reveals clinically actionable drug vulnerabilities and functional relationships involving these stress response factors, many of which are activated in cancer. Thus, QMAP-Seq provides a broadly accessible and scalable strategy for chemical-genetic profiling in mammalian cells.

Indexed as

PhenotypeAnimalsBreast NeoplasmsCell EngineeringCell Line, TumorCell SurvivalDrug Screening Assays, AntitumorGene Expression ProfilingGene Regulatory NetworksHigh-Throughput Nucleotide SequencingHigh-Throughput Screening AssaysHumansNeoplasmsSystems Biology

Identifiers

PMID33184288
PMCPMC7661543
OpenAlexW3099352608

What OpenQuestion holds

Textmetadata
LicenceCC BY
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 OpenQuestion graph.