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Establishing standardized immune phenotyping of metastatic melanoma by digital pathology

Authors :
Sobottka, Bettina
Nowak, Marta
Frei, Anja Laura
Haberecker, Martina
Merki, Samuel
Levesque, Mitchell P.
Dummer, Reinhard
Moch, Holger
Koelzer, Viktor Hendrik
Aebersold, Rudolf
Ak, Melike
Al-Quaddoomi, Faisal S.
Albinus, Jonas
Alborelli, Ilaria
Andani, Sonali
Attinger, Per-Olof
Bacac, Marina
Baumhoer, Daniel
Beck-Schimmer, Beatrice
Beerenwinkel, Niko
Beisel, Christian
Bernasconi, Lara
Bertolini, Anne
Bodenmiller, Bernd
Bonilla, Ximena
Casanova, Ruben
Chevrier, Stéphane
Chicherova, Natalia
D'Costa, Maya
Danenberg, Esther
Davidson, Natalie
Drăganmoch, Monica-Andreea
Engler, Stefanie
Erkens, Martin
Eschbach, Katja
Esposito, Cinzia
Fedier, André
Ferreira, Pedro
Ficek, Joanna
Frey, Bruno
Goetze, Sandra
Grob, Linda
Gut, Gabriele
Günther, Detlef
Haberecker, Martina
Haeuptle, Pirmin
Heinzelmann-Schwarz, Viola
Herter, Sylvia
Holtackers, Rene
Huesser, Tamara
Irmisch, Anja
Jacob, Francis
Jacobs, Andrea
Jaeger, Tim M.
Jahn, Katharina
James, Alva R.
Jermann, Philip M.
Kahles, André
Kahraman, Abdullah
Kuebler, Werner
Kuipers, Jack
Kunze, Christian P.
Kurzeder, Christian
Lehmann, Kjong-Van
Lugert, Sebastian
Maass, Gerd
Manz, Markus G.
Markolin, Philipp
Mena, Julien
Menzel, Ulrike
Metzler, Julian M.
Miglino, Nicola
Milani, Emanuela S.
Muenst, Simone
Murri, Riccardo
Ng, Charlotte K.Y.
Nicolet, Stefan
Pedrioli, Patrick G.A.
Pelkmans, Lucas
Piscuoglio, Salvatore
Prummer, Michael
Ritter, Mathilde
Rommel, Christian
Rosano-González, María L.
Rätsch, Gunnar
Santacroce, Natascha
del Castillo, Jacobo Sarabia
Schlenker, Ramona
Schwalie, Petra C.
Schwan, Severin
Schär, Tobias
Senti, Gabriela
Singer, Franziska
Sivapatham, Sujana
Snijder, Berend
Sreedharan, Vipin T.
Stark, Stefan
Stekhoven, Daniel J.
Theocharides, Alexandre P.A.
Thomas, Tinu M.
Tolnay, Markus
Tosevski, Vinko
Toussaint, Nora C.
Tuncel, Mustafa A.
Tusup, Marina
Van Drogen, Audrey
Vetter, Marcus
Vlajnic, Tatjana
Weber, Sandra
Weber, Walter P.
Wegmann, Rebekka
Weller, Michael
Wendt, Fabian
Wey, Norbert
Wicki, Andreas
Wildschut, Mattheus HE
Wollscheid, Bernd
Yu, Shuqing
Ziegler, Johanna
Zimmermann, Marc
Zoche, Martin
Zuend, Gregor
Source :
Laboratory Investigation; December 2021, Vol. 101 Issue: 12 p1561-1570, 10p
Publication Year :
2021

Abstract

CD8+ tumor-infiltrating T cells can be regarded as one of the most relevant predictive biomarkers in immune-oncology. Highly infiltrated tumors, referred to as inflamed (clinically “hot”), show the most favorable response to immune checkpoint inhibitors in contrast to tumors with a scarce immune infiltrate called immune desert or excluded (clinically “cold”). Nevertheless, quantitative and reproducible methods examining their prevalence within tumors are lacking. We therefore established a computational diagnostic algorithm to quantitatively measure spatial densities of tumor-infiltrating CD8+ T cells by digital pathology within the three known tumor compartments as recommended by the International Immuno-Oncology Biomarker Working Group in 116 prospective metastatic melanomas of the Swiss Tumor Profiler cohort. Workflow robustness was confirmed in 33 samples of an independent retrospective validation cohort. The introduction of the intratumoral tumor center compartment proved to be most relevant for establishing an immune diagnosis in metastatic disease, independent of metastatic site. Cut-off values for reproducible classification were defined and successfully assigned densities into the respective immune diagnostic category in the validation cohort with high sensitivity, specificity, and precision. We provide a robust diagnostic algorithm based on intratumoral and stromal CD8+ T-cell densities in the tumor center compartment that translates spatial densities of tumor-infiltrating CD8+ T cells into the clinically relevant immune diagnostic categories “inflamed”, “excluded”, and “desert”. The consideration of the intratumoral tumor center compartment allows immune phenotyping in the clinically highly relevant setting of metastatic lesions, even if the invasive margin compartment is not captured in biopsy material.

Details

Language :
English
ISSN :
00236837 and 15300307
Volume :
101
Issue :
12
Database :
Supplemental Index
Journal :
Laboratory Investigation
Publication Type :
Periodical
Accession number :
ejs62071170
Full Text :
https://doi.org/10.1038/s41374-021-00653-y