Feasibility and outcome of reproducible clinical interpretation of high-dimensional molecular data: a comparison of two molecular tumor boards

Publikation: Beitrag in FachzeitschriftForschungsartikelBeigetragenBegutachtung

Beitragende

  • Damian T Rieke - , Charité – Universitätsmedizin Berlin (Autor:in)
  • Till de Bortoli - , Charité – Universitätsmedizin Berlin (Autor:in)
  • Peter Horak - , Deutsches Krebsforschungszentrum (DKFZ) (Autor:in)
  • Mario Lamping - , Charité – Universitätsmedizin Berlin (Autor:in)
  • Manuela Benary - , Charité – Universitätsmedizin Berlin (Autor:in)
  • Ivan Jelas - , Charité – Universitätsmedizin Berlin (Autor:in)
  • Gina Rüter - , Charité – Universitätsmedizin Berlin (Autor:in)
  • Johannes Berger - , Charité – Universitätsmedizin Berlin (Autor:in)
  • Marit Zettwitz - , Charité – Universitätsmedizin Berlin (Autor:in)
  • Niklas Kagelmann - , Charité – Universitätsmedizin Berlin (Autor:in)
  • Andreas Kind - , Charité – Universitätsmedizin Berlin (Autor:in)
  • Falk Fabian - , Charité – Universitätsmedizin Berlin (Autor:in)
  • Dieter Beule - , Charité – Universitätsmedizin Berlin (Autor:in)
  • Hanno Glimm - , Nationales Centrum für Tumorerkrankungen Dresden, Deutsches Konsortium für Translationale Krebsforschung (Partner: DKTK, DKFZ), Deutsches Krebsforschungszentrum (DKFZ), Universitätsklinikum Carl Gustav Carus Dresden (Autor:in)
  • Benedikt Brors - , Deutsches Krebsforschungszentrum (DKFZ) (Autor:in)
  • Albrecht Stenzinger - , Universitätsklinikum Heidelberg (Autor:in)
  • Stefan Fröhling - , Deutsches Krebsforschungszentrum (DKFZ) (Autor:in)
  • Ulrich Keilholz - , Charité – Universitätsmedizin Berlin (Autor:in)

Abstract

BACKGROUND: Structured and harmonized implementation of molecular tumor boards (MTB) for the clinical interpretation of molecular data presents a current challenge for precision oncology. Heterogeneity in the interpretation of molecular data was shown for patients even with a limited number of molecular alterations. Integration of high-dimensional molecular data, including RNA- (RNA-Seq) and whole-exome sequencing (WES), is expected to further complicate clinical application. To analyze challenges for MTB harmonization based on complex molecular datasets, we retrospectively compared clinical interpretation of WES and RNA-Seq data by two independent molecular tumor boards.

METHODS: High-dimensional molecular cancer profiling including WES and RNA-Seq was performed for patients with advanced solid tumors, no available standard therapy, ECOG performance status of 0-1, and available fresh-frozen tissue within the DKTK-MASTER Program from 2016 to 2018. Identical molecular profiling data of 40 patients were independently discussed by two molecular tumor boards (MTB) after prior annotation by specialized physicians, following independent, but similar workflows. Identified biomarkers and resulting treatment options were compared between the MTBs and patients were followed up clinically.

RESULTS: A median of 309 molecular aberrations from WES and RNA-Seq (n = 38) and 82 molecular aberrations from WES only (n = 3) were considered for clinical interpretation for 40 patients (one patient sequenced twice). A median of 3 and 2 targeted treatment options were identified per patient, respectively. Most treatment options were identified for receptor tyrosine kinase, PARP, and mTOR inhibitors, as well as immunotherapy. The mean overlap coefficient between both MTB was 66%. Highest agreement rates were observed with the interpretation of single nucleotide variants, clinical evidence levels 1 and 2, and monotherapy whereas the interpretation of gene expression changes, preclinical evidence levels 3 and 4, and combination therapy yielded lower agreement rates. Patients receiving treatment following concordant MTB recommendations had significantly longer overall survival than patients receiving treatment following discrepant recommendations or physician's choice.

CONCLUSIONS: Reproducible clinical interpretation of high-dimensional molecular data is feasible and agreement rates are encouraging, when compared to previous reports. The interpretation of molecular aberrations beyond single nucleotide variants and preclinically validated biomarkers as well as combination therapies were identified as additional difficulties for ongoing harmonization efforts.

Details

OriginalspracheEnglisch
Aufsatznummer367
FachzeitschriftBMC medicine
Jahrgang20
Ausgabenummer1
PublikationsstatusVeröffentlicht - 24 Okt. 2022
Peer-Review-StatusJa

Externe IDs

PubMedCentral PMC9590222
Scopus 85140351131

Schlagworte

Ziele für nachhaltige Entwicklung

Schlagwörter

  • Feasibility Studies, High-Throughput Nucleotide Sequencing/methods, Humans, Neoplasms/diagnosis, Nucleotides/therapeutic use, Poly(ADP-ribose) Polymerase Inhibitors/therapeutic use, Precision Medicine/methods, Protein-Tyrosine Kinases, RNA, Retrospective Studies

Bibliotheksschlagworte