Evidence map›Paper›PMID 33521652›Full record

ArticleNature cancer2020

Single-cell analyses reveal increased intratumoral heterogeneity after the onset of therapy resistance in small-cell lung cancer.

C Allison Stewart, Carl M Gay, Yuanxin Xi, Santhosh Sivajothi, V Sivakamasundari, Junya Fujimoto, Mohan Bolisetty, Patrice M Hartsfield, Veerakumar Balasubramaniyan, Milind D Chalishazar and 15 more

Registry-linked trialOpen access · greenAbstract read
In one paragraph

Article in Nature cancer, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05257551 (Tempus SCLC Observational Study), which is not on this map. Cited by 251 papers.

0numbers the graph read from it
0cells of the map it votes in
251citing papers in PubMed
18.4field-weighted citation impact, top 1% 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.

NCT05257551 recruitingnot on this mapstarted 2022, after this paper: background citation

Tempus SCLC Observational Study: A Tissue and Longitudinal Circulating Tumor DNA (ctDNA) Biomarker Profiling Study of Patients With Small Cell Lung Cancer (SCLC) Using Comprehensive Next-Generation Sequencing (NGS) Assays

Typeobservational_patient_registrySponsorTempus AIRan2022 to 2029Enrolled200ConditionsSmall Cell Lung CancerArmsObservation
3 · Its place in the literature

Who cites it

251 citing papers in PubMed, 361 citations in OpenAlex.

  1. Spatial Transcriptomics Analysis of Ewing Sarcoma.Methods in molecular biology (Clifton, N.J.) · 2027
    Article
  2. Mitochondrial NADP(H)-dependent de novo dTMP biosynthesis counteracts the cytotoxicity of PARP inhibitors.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  3. Article
  4. Article
  5. Article
  6. Patient-Derived Organoid and Single-Cell Multiomics Reveal Evolution Driven by CEACAM6/KRT19-Mediated Heterogeneity.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2026
    Article
  7. YAP1 Defines an Emergent, Plastic Population of Relapsed SCLC.Journal of thoracic oncology : official publication of the International Association for the Study of Lung Cancer · 2026
    Article
  8. Article
  9. Review
  10. Article
  11. Article
  12. Article
  13. Article
  14. The Impact of Targeting TRAF2 and NCK-Interacting Protein Kinase on Antitumor Effect and Tumor Immune Environment in c-MYC-High SCLC.Journal of thoracic oncology : official publication of the International Association for the Study of Lung Cancer · 2026
    Article
  15. Article
  16. Multi-omics analysis identified serumJournal of thoracic disease · 2026
    Article
  17. Article
  18. Article
  19. Article
  20. Article

191 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

25 authors at 3 institutions in 1 country.

C Allison Stewart *Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Carl M Gay *Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Yuanxin Xi *Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Santhosh SivajothiThe Jackson Laboratory for Genomic Medicine, Farmington, CT, USA.
V SivakamasundariThe Jackson Laboratory for Genomic Medicine, Farmington, CT, USA.
Junya FujimotoDepartment of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Mohan BolisettyThe Jackson Laboratory for Genomic Medicine, Farmington, CT, USA.
Patrice M HartsfieldDepartment of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Veerakumar BalasubramaniyanDepartment of Neuro-Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Milind D ChalishazarDepartment of Oncological Sciences, University of Utah, Huntsman Cancer Institute, Salt Lake City, UT, USA.
Cesar MoranDepartment of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Neda KalhorDepartment of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
John StewartDepartment of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Hai TranDepartment of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Stephen G SwisherDepartment of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Jack A RothDepartment of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Jianjun ZhangDepartment of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
John de GrootDepartment of Neuro-Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Bonnie GlissonDepartment of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Trudy G OliverDepartment of Oncological Sciences, University of Utah, Huntsman Cancer Institute, Salt Lake City, UT, USA.ORCID 0000-0003-2082-2397
John V HeymachDepartment of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Ignacio WistubaDepartment of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Paul RobsonThe Jackson Laboratory for Genomic Medicine, Farmington, CT, USA.ORCID 0000-0002-0191-3958
Jing WangDepartment of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Lauren Averett ByersDepartment of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA. lbyers@mdanderson.org.ORCID 0000-0002-0780-2677
The University of Texas MD Anderson Cancer Center · USJackson Laboratory · USUniversity of Utah · US

Funding

Tumor Evolution and Metastasis ProgramP30CA016672 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI Fabien Delerue · 1985 to 2026
$290.8M
UTAH REGIONAL CANCER CENTERP30CA042014 · NCI · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI KATHARINE S ULLMAN · 1986 to 2026
$72.6M
UNIVERSITY OF TEXAS--SPORE IN LUNG CANCERP50CA070907 · NCI · UT SOUTHWESTERN MEDICAL CENTER · PI HEYMACH, JOHN V., MINNA, JOHN D. · 1996 to 2024
$57.4M
TRAINING FOR ACADEMIC ONCOLOGY/HEMATOLOGYT32CA009666 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI Michael Davies, Courtney DiNardo · 1994 to 2026
$9.8M
Therapeutic strategies for targeting PARP1 in small cell lung cancerR01CA207295 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI Lauren Averett Byers · 2016 to 2026
$3.7M
Genomic and Functional Identification of Chemotherapy Resistance Mechanisms in Small Cell Lung CancerU01CA231844 · NCI · WASHINGTON UNIVERSITY · PI GOVINDAN, RAMASWAMY, GRIFFITH, OBI L. · 2018 to 2022
$3.1M
Novel therapeutic approaches for enhancing anti-tumor immunity in SCLCU01CA213273 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI BYERS, LAUREN AVERETT, HEYMACH, JOHN V. · 2017 to 2021
$3.0M
NCI NIH HHS P30 CA016672NCI NIH HHS P30 CA042014NCI NIH HHS P50 CA070907NCI NIH HHS R01 CA207295NCI NIH HHS T32 CA009666NCI NIH HHS U01 CA213273NCI NIH HHS U01 CA231844
6 · The paper itself

Abstract

The natural history of small cell lung cancer (SCLC) includes rapid evolution from chemosensitivity to chemoresistance, although mechanisms underlying this evolution remain obscure due to scarcity of post-relapse tissue samples. We generated circulating tumor cell (CTC)-derived xenografts (CDXs) from SCLC patients to study intratumoral heterogeneity (ITH) via single-cell RNAseq of chemo-sensitive and -resistant CDXs and patient CTCs. We found globally increased ITH including heterogeneous expression of therapeutic targets and potential resistance pathways, such as EMT, between cellular subpopulations following treatment-resistance. Similarly, serial profiling of patient CTCs directly from blood confirmed increased ITH post-relapse. These data suggest that treatment-resistance in SCLC is characterized by coexisting subpopulations of cells with heterogeneous gene expression leading to multiple, concurrent resistance mechanisms. These findings emphasize the need for clinical efforts to focus on rational combination therapies for treatment-naïve SCLC tumors to maximize initial responses and counteract the emergence of ITH and diverse resistance mechanisms.

Indexed as

Lung NeoplasmsNeoplastic Cells, CirculatingSmall Cell Lung CarcinomaHumansNeoplasm Recurrence, LocalSingle-Cell AnalysisCDXCTCintratumoral heterogeneitySCLCsingle-cell RNAseq

Identifiers

PMID33521652
PMCPMC7842382
OpenAlexW3006044557

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

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.