Evidence map›Paper›PMID 34271981›Full record

ArticleGenome medicine2021

Secondary resistance to anti-EGFR therapy by transcriptional reprogramming in patient-derived colorectal cancer models.

Deepak Vangala, Swetlana Ladigan, Sven T Liffers, Soha Noseir, Abdelouahid Maghnouj, Tina-Maria Götze, Berlinda Verdoodt, Susanne Klein-Scory, Laura Godfrey, Martina K Zowada and 28 more

Open access · goldAbstract read
In one paragraph

Article in Genome medicine, 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
1.1field-weighted citation impact, top 20% 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, 14 citations in OpenAlex.

  1. Review
  2. Article
  3. Article
  4. Article
  5. Review
  6. Review
  7. Focus onCancers · 2024
    Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Review
  14. Article
  15. Review
  16. 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

38 authors at 11 institutions in 2 countries.

Deepak Vangala *Department of Molecular GI Oncology, Faculty of Medicine, Ruhr University Bochum, 44780, Bochum, Germany.
Swetlana Ladigan *Department of Molecular GI Oncology, Faculty of Medicine, Ruhr University Bochum, 44780, Bochum, Germany.
Sven T LiffersInstitute of Pathology, Ruhr University of Bochum, Bochum, Germany.
Soha NoseirDepartment of Molecular GI Oncology, Faculty of Medicine, Ruhr University Bochum, 44780, Bochum, Germany.
Abdelouahid MaghnoujDepartment of Molecular GI Oncology, Faculty of Medicine, Ruhr University Bochum, 44780, Bochum, Germany.
Tina-Maria GötzeDepartment of Molecular GI Oncology, Faculty of Medicine, Ruhr University Bochum, 44780, Bochum, Germany.
Berlinda VerdoodtInstitute of Pathology, Ruhr University of Bochum, Bochum, Germany.
Susanne Klein-ScoryDepartment of Internal Medicine, Ruhr University Bochum, Knappschaftskrankenhaus, Bochum, Germany.
Laura GodfreyBridge Institute of Experimental Tumor Therapy, West German Cancer Center, University Hospital Essen, Essen, Germany.
Martina K ZowadaTranslational Functional Cancer Genomics, NCT Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany.
Mario HuertaTranslational Functional Cancer Genomics, NCT Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany.
Daniel L EdelsteinMedical Scientific Affairs, Sysmex Inostics Inc., Baltimore, MD, USA.
Jaime Martinez de VillarrealEpithelial Carcinogenesis Group, Spanish National Cancer Research Centre (CNIO) and CIBERONC, Madrid, Spain.
Miriam MarquésEpithelial Carcinogenesis Group, Spanish National Cancer Research Centre (CNIO) and CIBERONC, Madrid, Spain.
Jörg KumbrinkInstitute of Pathology, Ludwig Maximilian University (LMU), Munich, Germany.
Andreas JungInstitute of Pathology, Ludwig Maximilian University (LMU), Munich, Germany.
Tobias SchiergensDepartment of General, Visceral, and Transplantation Surgery, University Hospital, LMU Munich, Munich, Germany.
Jens WernerDepartment of General, Visceral, and Transplantation Surgery, University Hospital, LMU Munich, Munich, Germany.
Volker HeinemannDepartment of Medicine III, University Hospital, LMU Munich, Munich, Germany.
Sebastian StintzingDepartment of Hematology, Oncology, and Tumor Immunology (CCM) Charité Universitaetsmedizin Berlin, Berlin, Germany.
Doris LindoerferInstitute for Medical Information Processing, Biometry and Epidemiology, Ludwig-Maximilians-Universität München, Munich, Germany.
Ulrich MansmannInstitute for Medical Information Processing, Biometry and Epidemiology, Ludwig-Maximilians-Universität München, Munich, Germany.
Michael PohlDepartment of Internal Medicine, Ruhr University Bochum, Knappschaftskrankenhaus, Bochum, Germany.
Christian TeschendorfDepartment of Internal Medicine, St. Josefs-Hospital, Dortmund, Germany.
Christiane BernhardtDepartment of Internal Medicine, St. Josefs-Hospital, Dortmund, Germany.
Heiner WoltersDepartment of Visceral and General Surgery, St. Josef Hospital, Dortmund, Germany.
Josef SternDepartment of Visceral and General Surgery, St. Josef Hospital, Dortmund, Germany.
Selami UstaDepartment of Visceral and General Surgery, St. Josef Hospital, Dortmund, Germany.
Richard ViebahnDepartment of Surgery, Ruhr University Bochum, Knappschaftskrankenhaus, Bochum, Germany.
Jacob AdmardInstitute of Medical Genetics and Applied Genomics, University of Tübingen, Tübingen, Germany.
Nicolas CasadeiInstitute of Medical Genetics and Applied Genomics, University of Tübingen, Tübingen, Germany.
Stefan FröhlingGerman Cancer Consortium (DKTK), Heidelberg, Germany.
Claudia R BallTranslational Functional Cancer Genomics, NCT Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany.
Jens T SivekeBridge Institute of Experimental Tumor Therapy, West German Cancer Center, University Hospital Essen, Essen, Germany.
Hanno GlimmTranslational Functional Cancer Genomics, NCT Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany.
Andrea TannapfelInstitute of Pathology, Ruhr University of Bochum, Bochum, Germany.
Wolff SchmiegelDepartment of Internal Medicine, Ruhr University Bochum, Knappschaftskrankenhaus, Bochum, Germany.
Stephan A HahnDepartment of Molecular GI Oncology, Faculty of Medicine, Ruhr University Bochum, 44780, Bochum, Germany. stephan.hahn@rub.de.ORCID 0000-0003-0855-9741
German Cancer Research Center · DEUniversitätsklinikum Knappschaftskrankenhaus Bochum · DERuhr University Bochum · DESt. Josefs Hospital · DELudwig-Maximilians-Universität München · DELMU Klinikum · DESpanish National Cancer Research Centre · ESUniversity of Tübingen · DECharité - Universitätsmedizin Berlin · DEEssen University Hospital · DEUniversity Hospitals of the Ruhr-University of Bochum · DE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe development of secondary resistance (SR) in metastatic colorectal cancer (mCRC) treated with anti-epidermal growth factor receptor (anti-EGFR) antibodies is not fully understood at the molecular level. Here we tested in vivo selection of anti-EGFR SR tumors in CRC patient-derived xenograft (PDX) models as a strategy for a molecular dissection of SR mechanisms.

methodsWe analyzed 21 KRAS, NRAS, BRAF, and PI3K wildtype CRC patient-derived xenograft (PDX) models for their anti-EGFR sensitivity. Furthermore, 31 anti-EGFR SR tumors were generated via chronic in vivo treatment with cetuximab. A multi-omics approach was employed to address molecular primary and secondary resistance mechanisms. Gene set enrichment analyses were used to uncover SR pathways. Targeted therapy of SR PDX models was applied to validate selected SR pathways.

resultsIn vivo anti-EGFR SR could be established with high efficiency. Chronic anti-EGFR treatment of CRC PDX tumors induced parallel evolution of multiple resistant lesions with independent molecular SR mechanisms. Mutations in driver genes explained SR development in a subgroup of CRC PDX models, only. Transcriptional reprogramming inducing anti-EGFR SR was discovered as a common mechanism in CRC PDX models frequently leading to RAS signaling pathway activation. We identified cAMP and STAT3 signaling activation, as well as paracrine and autocrine signaling via growth factors as novel anti-EGFR secondary resistance mechanisms. Secondary resistant xenograft tumors could successfully be treated by addressing identified transcriptional changes by tailored targeted therapies.

conclusionsOur study demonstrates that SR PDX tumors provide a unique platform to study molecular SR mechanisms and allow testing of multiple treatments for efficient targeting of SR mechanisms, not possible in the patient. Importantly, it suggests that the development of anti-EGFR tolerant cells via transcriptional reprogramming as a cause of anti-EGFR SR in CRC is likely more prevalent than previously anticipated. It emphasizes the need for analyses of SR tumor tissues at a multi-omics level for a comprehensive molecular understanding of anti-EGFR SR in CRC.

Indexed as

Biomarkers, TumorTranscription, GeneticAllelesAnimalsCell LineCellular ReprogrammingClonal EvolutionColorectal NeoplasmsComputational BiologyDisease Models, AnimalDNA Copy Number VariationsDrug Resistance, NeoplasmErbB ReceptorsExome SequencingGene Expression ProfilingHigh-Throughput Nucleotide SequencingBiomarkers, TumorEGFR protein, humanErbB ReceptorsProtein Kinase InhibitorsAnti-EGFRPDXSecondary resistanceTargeted treatmentTranscriptional reprogramming

Identifiers

PMID34271981
PMCPMC8283888
OpenAlexW3178076355

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.