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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, David B.
Broeckx, Glenn
Jahangir, Chowdhury Arif
Verbandt, Sara
Gupta, Rajarsi R.
Thagaard, Jeppe
Khiroya, Reena
Kos, Zuzana
Abduljabbar, Khalid
Acosta Haab, Gabriela
Acs, Balazs
Akturk, Guray
Almeida, Jonas S.
Alvarado-Cabrero, Isabel
Azmoudeh-Ardalan, Farid
Badve, Sunil
Baharun, Nurkhairul Bariyah
Bellolio, Enrique R.
Bheemaraju, Vydehi
Blenman, Kim R. M.
Fujimoto, Luciana Botinelly Mendonça
Bouchmaa, Najat
Burgues, Octavio
Cheang, Maggie Chon U.
Ciompi, Francesco
Cooper, Lee A. D.
Coosemans, An
Corredor, Germán
Portela, Flavio Luis Dantas
Deman, Frederik
Demaria, Sandra
Dudgeon, Sarah N.
Elghazawy, Mahmoud
Ely, Scott
Fernandez-Martín, Claudio
Fineberg, Susan
Fox, Stephen B.
Gallagher, William M.
Giltnane, Jennifer M.
Gnjatic, Sacha
Gonzalez-Ericsson, Paula I.
Grigoriadis, Anita
Halama, Niels
Hanna, Matthew G.
Harbhajanka, Aparna
Hardas, Alexandros
Hart, Steven N.
Hartman, Johan
Hewitt, Stephen
Hida, Akira I.
Horlings, Hugo M.
Husain, Zaheed
Hytopoulos, Evangelos
Irshad, Sheeba
Janssen, Emiel A.M.
Kahila, Mohamed
Kataoka, Tatsuki R.
Kawaguchi, Kosuke
Kharidehal, Durga
Khramtsov, Andrey I.
Kiraz, Umay
Kirtani, Pawan
Kodach, Liudmila L.
Korski, Konstanty
Kovács, Anikó
Laenkholm, Anne-Vibeke
Lang-Schwarz, Corinna
Larsimont, Denis
Lennerz, Jochen K.
Lerousseau, Marvin
Li, Xiaoxian
Ly, Amy
Madabhushi, Anant
Maley, Sai K.
Manur Narasimhamurthy, Vidya
Marks, Douglas K.
McDonald, Elizabeth S.
Mehrotra, Ravi
Michiels, Stefan
Minhas, Fayyaz ul Amir Afsar
Mittal, Shachi
Moore, David A.
Mushtaq, Shamim
Nighat, Hussain
Papathomas, Thomas
Penault-Llorca, Frederique
Perera, Rashindrie D.
Pinard, Christopher J.
Pinto-Cardenas, Juan Carlos
Pruneri, Giancarlo
Pusztai, Lajos
Rahman, Arman
Rajpoot, Nasir Mahmood
Rapoport, Bernardo Leon
Rau, Tilman T.
Reis-Filho, Jorge S.
Ribeiro, Joana M.
Rimm, David
Vincent-Salomon, Anne
Salto-Tellez, Manuel
Saltz, Joel
Sayed, Shahin
Siziopikou, Kalliopi P.
Sotiriou, Christos
Stenzinger, Albrecht
Sughayer, Maher A.
Sur, Daniel
Symmans, Fraser
Tanaka, Sunao
Taxter, Timothy
Tejpar, Sabine
Teuwen, Jonas
Thompson, E. Aubrey
Tramm, Trine
Tran, William T.
van der Laak, Jeroen
van Diest, Paul J.
Verghese, Gregory E.
Viale, Giuseppe
Vieth, Michael
Wahab, Noorul
Walter, Thomas
Waumans, Yannick
Wen, Hannah Y.
Yang, Wentao
Yuan, Yinyin
Adams, Sylvia
Bartlett, John Mark Seaverns
Loibl, Sibylle
Denkert, Carsten
Savas, Peter
Loi, Sherene
Salgado, Roberto
Specht Stovgaard, Elisabeth
Page, David B.
Broeckx, Glenn
Jahangir, Chowdhury Arif
Verbandt, Sara
Gupta, Rajarsi R.
Thagaard, Jeppe
Khiroya, Reena
Kos, Zuzana
Abduljabbar, Khalid
Acosta Haab, Gabriela
Acs, Balazs
Akturk, Guray
Almeida, Jonas S.
Alvarado-Cabrero, Isabel
Azmoudeh-Ardalan, Farid
Badve, Sunil
Baharun, Nurkhairul Bariyah
Bellolio, Enrique R.
Bheemaraju, Vydehi
Blenman, Kim R. M.
Fujimoto, Luciana Botinelly Mendonça
Bouchmaa, Najat
Burgues, Octavio
Cheang, Maggie Chon U.
Ciompi, Francesco
Cooper, Lee A. D.
Coosemans, An
Corredor, Germán
Portela, Flavio Luis Dantas
Deman, Frederik
Demaria, Sandra
Dudgeon, Sarah N.
Elghazawy, Mahmoud
Ely, Scott
Fernandez-Martín, Claudio
Fineberg, Susan
Fox, Stephen B.
Gallagher, William M.
Giltnane, Jennifer M.
Gnjatic, Sacha
Gonzalez-Ericsson, Paula I.
Grigoriadis, Anita
Halama, Niels
Hanna, Matthew G.
Harbhajanka, Aparna
Hardas, Alexandros
Hart, Steven N.
Hartman, Johan
Hewitt, Stephen
Hida, Akira I.
Horlings, Hugo M.
Husain, Zaheed
Hytopoulos, Evangelos
Irshad, Sheeba
Janssen, Emiel A.M.
Kahila, Mohamed
Kataoka, Tatsuki R.
Kawaguchi, Kosuke
Kharidehal, Durga
Khramtsov, Andrey I.
Kiraz, Umay
Kirtani, Pawan
Kodach, Liudmila L.
Korski, Konstanty
Kovács, Anikó
Laenkholm, Anne-Vibeke
Lang-Schwarz, Corinna
Larsimont, Denis
Lennerz, Jochen K.
Lerousseau, Marvin
Li, Xiaoxian
Ly, Amy
Madabhushi, Anant
Maley, Sai K.
Manur Narasimhamurthy, Vidya
Marks, Douglas K.
McDonald, Elizabeth S.
Mehrotra, Ravi
Michiels, Stefan
Minhas, Fayyaz ul Amir Afsar
Mittal, Shachi
Moore, David A.
Mushtaq, Shamim
Nighat, Hussain
Papathomas, Thomas
Penault-Llorca, Frederique
Perera, Rashindrie D.
Pinard, Christopher J.
Pinto-Cardenas, Juan Carlos
Pruneri, Giancarlo
Pusztai, Lajos
Rahman, Arman
Rajpoot, Nasir Mahmood
Rapoport, Bernardo Leon
Rau, Tilman T.
Reis-Filho, Jorge S.
Ribeiro, Joana M.
Rimm, David
Vincent-Salomon, Anne
Salto-Tellez, Manuel
Saltz, Joel
Sayed, Shahin
Siziopikou, Kalliopi P.
Sotiriou, Christos
Stenzinger, Albrecht
Sughayer, Maher A.
Sur, Daniel
Symmans, Fraser
Tanaka, Sunao
Taxter, Timothy
Tejpar, Sabine
Teuwen, Jonas
Thompson, E. Aubrey
Tramm, Trine
Tran, William T.
van der Laak, Jeroen
van Diest, Paul J.
Verghese, Gregory E.
Viale, Giuseppe
Vieth, Michael
Wahab, Noorul
Walter, Thomas
Waumans, Yannick
Wen, Hannah Y.
Yang, Wentao
Yuan, Yinyin
Adams, Sylvia
Bartlett, John Mark Seaverns
Loibl, Sibylle
Denkert, Carsten
Savas, Peter
Loi, Sherene
Salgado, Roberto
Specht Stovgaard, Elisabeth
Source :
Page , D B , Broeckx , G , Jahangir , C A , Verbandt , S , Gupta , R R , Thagaard , J , Khiroya , R , Kos , Z , Abduljabbar , K , Acosta Haab , G , Acs , B , Akturk , G , Almeida , J S , Alvarado-Cabrero , I , Azmoudeh-Ardalan , F , Badve , S , Baharun , N B , Bellolio , E R , Bheemaraju , V , Blenman , K R M , Fujimoto , L B M , Bouchmaa , N , Burgues , O , Cheang , M C U , Ciompi , F , Cooper , L A D , Coosemans , A , Corredor , G , Portela , F L D , Deman , F , Demaria , S , Dudgeon , S N , Elghazawy , M , Ely , S , Fernandez-Martín , C , Fineberg , S , Fox , S B , Gallagher , W M , Giltnane , J M , Gnjatic , S , Gonzalez-Ericsson , P I , Grigoriadis , A , Halama , N , Hanna , M G , Harbhajanka , A , Hardas , A , Hart , S N , Hartman , J , Hewitt , S , Hida , A I , Horlings , H M , Husain , Z , Hytopoulos , E , Irshad , S , Janssen , E A M , Kahila , M , Kataoka , T R , Kawaguchi , K , Kharidehal , D , Khramtsov , A I , Kiraz , U , Kirtani , P , Kodach , L L , Korski , K , Kovács , A , Laenkholm , A-V , Lang-Schwarz , C , Larsimont , D , Lennerz , J K , Lerousseau , M , Li , X , Ly , A , Madabhushi , A , Maley , S K , Manur Narasimhamurthy , V , Marks , D K , McDonald , E S , Mehrotra , R , Michiels , S , Minhas , F U A A , Mittal , S , Moore , D A , Mushtaq , S , Nighat , H , Papathomas , T , Penault-Llorca , F , Perera , R D , Pinard , C J , Pinto-Cardenas , J C , Pruneri , G , Pusztai , L , Rahman , A , Rajpoot , N M , Rapoport , B L , Rau , T T , Reis-Filho , J S , Ribeiro , J M , Rimm , D , Vincent-Salomon , A , Salto-Tellez , M , Saltz , J , Sayed , S , Siziopikou , K P , Sotiriou , C , Stenzinger , A , Sughayer , M A , Sur , D , Symmans , F , Tanaka , S , Taxter , T , Tejpar , S , Teuwen , J , Thompson , E A , Tramm , T , Tran , W T , van der Laak , J , van Diest , P J , Verghese , G E , Viale , G , Vieth , M , Wahab , N , Walter , T , Waumans , Y , Wen , H Y , Yang , W , Yuan , Y , Adams , S , Bartlett , J M S , Loibl , S , Denkert , C , Savas , P , Loi ,
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.

Details

Database :
OAIster
Journal :
Page , D B , Broeckx , G , Jahangir , C A , Verbandt , S , Gupta , R R , Thagaard , J , Khiroya , R , Kos , Z , Abduljabbar , K , Acosta Haab , G , Acs , B , Akturk , G , Almeida , J S , Alvarado-Cabrero , I , Azmoudeh-Ardalan , F , Badve , S , Baharun , N B , Bellolio , E R , Bheemaraju , V , Blenman , K R M , Fujimoto , L B M , Bouchmaa , N , Burgues , O , Cheang , M C U , Ciompi , F , Cooper , L A D , Coosemans , A , Corredor , G , Portela , F L D , Deman , F , Demaria , S , Dudgeon , S N , Elghazawy , M , Ely , S , Fernandez-Martín , C , Fineberg , S , Fox , S B , Gallagher , W M , Giltnane , J M , Gnjatic , S , Gonzalez-Ericsson , P I , Grigoriadis , A , Halama , N , Hanna , M G , Harbhajanka , A , Hardas , A , Hart , S N , Hartman , J , Hewitt , S , Hida , A I , Horlings , H M , Husain , Z , Hytopoulos , E , Irshad , S , Janssen , E A M , Kahila , M , Kataoka , T R , Kawaguchi , K , Kharidehal , D , Khramtsov , A I , Kiraz , U , Kirtani , P , Kodach , L L , Korski , K , Kovács , A , Laenkholm , A-V , Lang-Schwarz , C , Larsimont , D , Lennerz , J K , Lerousseau , M , Li , X , Ly , A , Madabhushi , A , Maley , S K , Manur Narasimhamurthy , V , Marks , D K , McDonald , E S , Mehrotra , R , Michiels , S , Minhas , F U A A , Mittal , S , Moore , D A , Mushtaq , S , Nighat , H , Papathomas , T , Penault-Llorca , F , Perera , R D , Pinard , C J , Pinto-Cardenas , J C , Pruneri , G , Pusztai , L , Rahman , A , Rajpoot , N M , Rapoport , B L , Rau , T T , Reis-Filho , J S , Ribeiro , J M , Rimm , D , Vincent-Salomon , A , Salto-Tellez , M , Saltz , J , Sayed , S , Siziopikou , K P , Sotiriou , C , Stenzinger , A , Sughayer , M A , Sur , D , Symmans , F , Tanaka , S , Taxter , T , Tejpar , S , Teuwen , J , Thompson , E A , Tramm , T , Tran , W T , van der Laak , J , van Diest , P J , Verghese , G E , Viale , G , Vieth , M , Wahab , N , Walter , T , Waumans , Y , Wen , H Y , Yang , W , Yuan , Y , Adams , S , Bartlett , J M S , Loibl , S , Denkert , C , Savas , P , Loi ,
Notes :
application/pdf, English
Publication Type :
Electronic Resource
Accession number :
edsoai.on1478335391
Document Type :
Electronic Resource