Detection and localization of early- and late-stage cancers using platelet RNA

Sjors G.J.G. In ’t Veld, Mohammad Arkani, Edward Post, Mafalda Antunes-Ferreira, Silvia D'Ambrosi, Daan C.L. Vessies, Lisa Vermunt, Adrienne Vancura, Mirte Muller, Anna Larissa N. Niemeijer, Jihane Tannous, Laura L. Meijer, Tessa Y.S. Le Large, Giulia Mantini, Niels E. Wondergem, Kimberley M. Heinhuis, Sandra van Wilpe, A. Josien Smits, Esther E.E. Drees, Eva RoosCyra E. Leurs, Lee Ann Tjon Kon Fat, Ewoud J. van der Lelij, Govert Dwarshuis, Maarten J. Kamphuis, Lisanne E. Visser, Romee Harting, Annemijn Gregory, Markus W. Schweiger, Laurine E. Wedekind, Jip Ramaker, Kenn Zwaan, Heleen Verschueren, Idris Bahce, Adrianus J. de Langen, Egbert F. Smit, Michel M. van den Heuvel, Koen J. Hartemink, Marijke J.E. Kuijpers, Mirjam G.A. oude Egbrink, Arjan W. Griffioen, Rafael Rossel, T. Jeroen N. Hiltermann, Elizabeth Lee-Lewandrowski, Kent B. Lewandrowski, Philip C. De Witt Hamer, Mathilde Kouwenhoven, Jaap C. Reijneveld, William P.J. Leenders, Ann Hoeben, Irma M. Verdonck-de Leeuw, C. René Leemans, Robert J. Baatenburg de Jong, Chris H.J. Terhaard, Robert P. Takes, Johannes A. Langendijk, Saskia C. de Jager, Adriaan O. Kraaijeveld, Gerard Pasterkamp, Minke Smits, Jack A. Schalken, Sylwia Łapińska-Szumczyk, Anna Łojkowska, Anna J. Żaczek, Henk Lokhorst, Niels W.C.J. van de Donk, Inger Nijhof, Henk Jan Prins, Josée M. Zijlstra, Sander Idema, Johannes C. Baayen, Charlotte E. Teunissen, Joep Killestein, Marc G. Besselink, Lindsay Brammen, Thomas Bachleitner-Hofmann, Farrah Mateen, John T.M. Plukker, Michal Heger, Quirijn de Mast, Ton Lisman, D. Michiel Pegtel, Harm Jan Bogaard, Jacek Jassem, Anna Supernat, Niven Mehra, Winald Gerritsen, Cornelis D. de Kroon, Christianne A.R. Lok, Jurgen M.J. Piek, Neeltje Steeghs, Winan J. van Houdt, Ruud H. Brakenhoff, Gabe S. Sonke, Henk M. Verheul, Elisa Giovannetti, Geert Kazemier, Siamack Sabrkhany, Ed Schuuring, Erik A. Sistermans, Rob Wolthuis, Hanne Meijers-Heijboer, Josephine Dorsman, Cees Oudejans, Bauke Ylstra, Bart A. Westerman, Daan van den Broek, Danijela Koppers-Lalic, Pieter Wesseling, R. Jonas A. Nilsson, W. Peter Vandertop, David P. Noske, Bakhos A. Tannous, Nik Sol, Myron G. Best, Thomas Wurdinger

Research output: Contribution to journalArticlepeer-review

50 Citations (Scopus)

Abstract

Cancer patients benefit from early tumor detection since treatment outcomes are more favorable for less advanced cancers. Platelets are involved in cancer progression and are considered a promising biosource for cancer detection, as they alter their RNA content upon local and systemic cues. We show that tumor-educated platelet (TEP) RNA-based blood tests enable the detection of 18 cancer types. With 99% specificity in asymptomatic controls, thromboSeq correctly detected the presence of cancer in two-thirds of 1,096 blood samples from stage I–IV cancer patients and in half of 352 stage I–III tumors. Symptomatic controls, including inflammatory and cardiovascular diseases, and benign tumors had increased false-positive test results with an average specificity of 78%. Moreover, thromboSeq determined the tumor site of origin in five different tumor types correctly in over 80% of the cancer patients. These results highlight the potential properties of TEP-derived RNA panels to supplement current approaches for blood-based cancer screening.

Original languageEnglish
Pages (from-to)999-1009.e6
JournalCancer Cell
Volume40
Issue number9
DOIs
Publication statusPublished - 12 Sept 2022

Keywords

  • blood
  • blood platelets
  • cancer
  • early detection
  • liquid biopsy
  • RNA
  • TEP
  • Humans
  • Blood Platelets
  • Biomarkers, Tumor/genetics
  • Early Detection of Cancer/methods
  • RNA/genetics
  • Neoplasms/diagnosis

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