Evidence map›Paper›PMID 33950175›Full record

ArticleBlood advances2021

Comprehensive CRISPR-Cas9 screens identify genetic determinants of drug responsiveness in multiple myeloma.

Stephan R Bohl, Laura K Schmalbrock, Imke Bauhuf, Tatjana Meyer, Anna Dolnik, Martin Szyska, Tamara J Blätte, Sarah Knödler, Linda Röhner, Denise Miller and 8 more

Open access · goldAbstract read
In one paragraph

Article in Blood advances, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed
2.3field-weighted citation impact, top 11% 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

16 citing papers in PubMed, 20 citations in OpenAlex.

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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

18 authors at 5 institutions in 2 countries.

Stephan R BohlDepartment of Internal Medicine III, Ulm University Hospital, Ulm, Germany.
Laura K SchmalbrockDepartment of Internal Medicine III, Ulm University Hospital, Ulm, Germany.ORCID 0000-0002-6080-6175
Imke BauhufDepartment of Internal Medicine III, Ulm University Hospital, Ulm, Germany.
Tatjana MeyerDepartment of Internal Medicine III, Ulm University Hospital, Ulm, Germany.
Anna DolnikDepartment of Hematology, Oncology and Tumor Immunology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.
Martin SzyskaDepartment of Hematology, Oncology and Tumor Immunology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.
Tamara J BlätteDepartment of Hematology, Oncology and Tumor Immunology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.ORCID 0000-0002-9859-1261
Sarah KnödlerDepartment of Internal Medicine III, Ulm University Hospital, Ulm, Germany.
Linda RöhnerDepartment of Internal Medicine III, Ulm University Hospital, Ulm, Germany.ORCID 0000-0003-1474-8039
Denise MillerDepartment of Internal Medicine III, Ulm University Hospital, Ulm, Germany.
Miriam KullDepartment of Internal Medicine III, Ulm University Hospital, Ulm, Germany.
Christian LangerDepartment of Hematology, Internal Oncology and Palliative Care, Kempten Hospital, Kempten, Germany; and.
Hartmut DöhnerDepartment of Internal Medicine III, Ulm University Hospital, Ulm, Germany.
Anthony LetaiDepartment of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA.
Frederik DammDepartment of Hematology, Oncology and Tumor Immunology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.
Dirk HecklDepartment of Hematology and Oncology Children's Hospital, Halle University Hospital, Halle, Germany.
Lars BullingerDepartment of Hematology, Oncology and Tumor Immunology, Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.
Jan KrönkeDepartment of Internal Medicine III, Ulm University Hospital, Ulm, Germany.ORCID 0000-0002-4649-0506
Humboldt-Universität zu Berlin · DEUniversity Hospital Ulm · DEHarvard University · USKempten University of Applied Sciences · DEUniversity Hospital in Halle · DE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The introduction of new drugs in the past years has substantially improved outcome in multiple myeloma (MM). However, the majority of patients eventually relapse and become resistant to one or multiple drugs. While the genetic landscape of relapsed/ resistant multiple myeloma has been elucidated, the causal relationship between relapse-specific gene mutations and the sensitivity to a given drug in MM has not systematically been evaluated. To determine the functional impact of gene mutations, we performed combined whole-exome sequencing (WES) of longitudinal patient samples with CRISPR-Cas9 drug resistance screens for lenalidomide, bortezomib, dexamethasone, and melphalan. WES of longitudinal samples from 16 MM patients identified a large number of mutations in each patient that were newly acquired or evolved from a small subclone (median 9, range 1-55), including recurrent mutations in TP53, DNAH5, and WSCD2. Focused CRISPR-Cas9 resistance screens against 170 relapse-specific mutations functionally linked 15 of them to drug resistance. These included cereblon E3 ligase complex members for lenalidomide, structural genes PCDHA5 and ANKMY2 for dexamethasone, RB1 and CDK2NC for bortezomib, and TP53 for melphalan. In contrast, inactivation of genes involved in the DNA damage repair pathway, including ATM, FANCA, RAD54B, and BRCC3, enhanced susceptibility to cytotoxic chemotherapy. Resistance patterns were highly drug specific with low overlap and highly correlated with the treatment-dependent clonal evolution in patients. The functional association of specific genetic alterations with drug sensitivity will help to personalize treatment of MM in the future.

Indexed as

Multiple MyelomaPharmaceutical PreparationsCRISPR-Cas SystemsHumansLenalidomideNeoplasm Recurrence, LocalLenalidomidePharmaceutical Preparations

Identifiers

PMID33950175
PMCPMC8114551
OpenAlexW3157586782

What OpenQuestion holds

Textmetadata
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.