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Spatial analyses of immune cell infiltration in cancer: current methods and future directions: A report of the International Immuno-Oncology Biomarker Working Group on Breast Cancer.

Authors :
Page DB
Broeckx G
Jahangir CA
Verbandt S
Gupta RR
Thagaard J
Khiroya R
Kos Z
Abduljabbar K
Acosta Haab G
Acs B
Akturk G
Almeida JS
Alvarado-Cabrero I
Azmoudeh-Ardalan F
Badve S
Baharun NB
Bellolio ER
Bheemaraju V
Blenman KR
Botinelly Mendonça Fujimoto L
Bouchmaa N
Burgues O
Cheang MCU
Ciompi F
Cooper LA
Coosemans A
Corredor G
Dantas Portela FL
Deman F
Demaria S
Dudgeon SN
Elghazawy M
Ely S
Fernandez-Martín C
Fineberg S
Fox SB
Gallagher WM
Giltnane JM
Gnjatic S
Gonzalez-Ericsson PI
Grigoriadis A
Halama N
Hanna MG
Harbhajanka A
Hardas A
Hart SN
Hartman J
Hewitt S
Hida AI
Horlings HM
Husain Z
Hytopoulos E
Irshad S
Janssen EA
Kahila M
Kataoka TR
Kawaguchi K
Kharidehal D
Khramtsov AI
Kiraz U
Kirtani P
Kodach LL
Korski K
Kovács A
Laenkholm AV
Lang-Schwarz C
Larsimont D
Lennerz JK
Lerousseau M
Li X
Ly A
Madabhushi A
Maley SK
Manur Narasimhamurthy V
Marks DK
McDonald ES
Mehrotra R
Michiels S
Minhas FUAA
Mittal S
Moore DA
Mushtaq S
Nighat H
Papathomas T
Penault-Llorca F
Perera RD
Pinard CJ
Pinto-Cardenas JC
Pruneri G
Pusztai L
Rahman A
Rajpoot NM
Rapoport BL
Rau TT
Reis-Filho JS
Ribeiro JM
Rimm D
Vincent-Salomon A
Salto-Tellez M
Saltz J
Sayed S
Siziopikou KP
Sotiriou C
Stenzinger A
Sughayer MA
Sur D
Symmans F
Tanaka S
Taxter T
Tejpar S
Teuwen J
Thompson EA
Tramm T
Tran WT
van der Laak J
van Diest PJ
Verghese GE
Viale G
Vieth M
Wahab N
Walter T
Waumans Y
Wen HY
Yang W
Yuan Y
Adams S
Bartlett JMS
Loibl S
Denkert C
Savas P
Loi S
Salgado R
Specht Stovgaard E
Source :
The Journal of pathology [J Pathol] 2023 Aug; Vol. 260 (5), pp. 514-532. Date of Electronic Publication: 2023 Aug 23.
Publication Year :
2023

Abstract

Modern histologic imaging platforms coupled with machine learning methods have provided new opportunities to map the spatial distribution of immune cells in the tumor microenvironment. However, there exists no standardized method for describing or analyzing spatial immune cell data, and most reported spatial analyses are rudimentary. In this review, we provide an overview of two approaches for reporting and analyzing spatial data (raster versus vector-based). We then provide a compendium of spatial immune cell metrics that have been reported in the literature, summarizing prognostic associations in the context of a variety of cancers. We conclude by discussing two well-described clinical biomarkers, the breast cancer stromal tumor infiltrating lymphocytes score and the colon cancer Immunoscore, and describe investigative opportunities to improve clinical utility of these spatial biomarkers. © 2023 The Pathological Society of Great Britain and Ireland.<br /> (© 2023 The Pathological Society of Great Britain and Ireland.)

Details

Language :
English
ISSN :
1096-9896
Volume :
260
Issue :
5
Database :
MEDLINE
Journal :
The Journal of pathology
Publication Type :
Academic Journal
Accession number :
37608771
Full Text :
https://doi.org/10.1002/path.6165