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Balko, Justin M.

https://orcid.org/0000-0002-4263-5974

Mayo Clinic

Vanderbilt University Medical Center

Citations 14

Quantitative spatial profiling of PD-1/PD-L1 interaction and HLA-DR/IDO1 to predict outcomes to anti-PD-1 in metastatic melanoma (MM).
Johnson, Douglas B. , Bordeaux, Jennifer , Vaupel, Christine, Conry, Robert M. , Gaughan, Elizabeth , Balko, Justin M. , Smithy, James W. , Witte, John S. , McKee, Svetlana B., Dominiak, Nicole , Dabbas, Bashar , Hall, Jeff , Dakappagari, Naveen, Leadership, Navigate BioPharma, Wrangle, John M , Kim, Ju‐Young , Rimm, David L. , Ho, Thai H. , Joseph, Richard W. , Daud, Adil , Dimou, Anastasios , Leadership, Navigate BioPharma

Journal of Clinical Oncology | September 6, 2018 | Volume: 35 | Issue: 15_suppl | Pages: 9517-9517

10.1200/jco.2017.35.15_suppl.9517 Get It

9517 Background: Although PD-1/L1 axis directed therapies induce durable responses in some mm patients (pts), biomarkers of response remain elusive. We hypothesized that quantifying key immune suppression mechanisms within the tumor microenvironment would provide superior predictors of response to anti-PD-1 compared with single marker assessment. Methods: Pre-treatment tumor biopsies from 124 mm pts treated with anti-PD-1 at 7 academic centers were fluorescently stained with multiple immune markers in discovery (n = 24) and validation (n = 100) cohorts. Selected biomarker signatures, PD-1/PD-L1 interaction score (proportion of PD-1+ cells co-localized with PD-L1) and IDO1/HLA-DR co-expression were evaluated for anti-PD-1 treatment response and survival. Slides were imaged using Vectra; biomarker positive cells and their co-localization were objectively quantified in pathologist-selected regions using novel Automated Quantitative Analysis (AQUA) algorithms. Results: In the discovery cohort, high levels of PD-1/PD-L1 interaction score and/or IDO1/HLA-DR coexpression was strongly positively associated with response to anti-PD-1 (p = 0.0005). In contrast, other individual biomarkers (PD-1, PD-L1, CD8) were not associated with response or survival (p > 0.10). This finding was replicated in the validation cohort: pts with high PD-1/PD-L1 and/or IDO1/HLA-DR were more likely to respond to treatment (p = 0.009). These pts also experienced a three-fold increase in progression free survival (hazards ratio (HR) = 0.33; p = 0.003) and overall survival (HR = 0.34; p = 0.004). Multivariate analyses revealed that these findings were independent of BRAF mutation, stage, LDH and prior therapy. In the combined cohort (n = 124), 80% of responding pts had higher levels of PD-1/PD-L1 interaction scores and/or IDO1/HLA-DR. In contrast, PD-L1 expression alone (≥1% or ≥50%) was not predictive of PFS or OS (p > 0.1). Conclusions: This novel multiplexed method profiling key tumor-immune suppression pathways identified mm pts likely to respond to anti-PD-1 therapy. This method could help stratify patients for PD-1 monotherapy and be useful in guiding future clinical trials.
Quantitative Spatial Profiling of PD-1/PD-L1 Interaction and HLA-DR/IDO-1 Predicts Improved Outcomes of Anti–PD-1 Therapies in Metastatic Melanoma
Johnson, Douglas B. , Bordeaux, Jennifer , Kim, Ju Young, Vaupel, Christine, Rimm, David L. , Ho, Thai H. , Joseph, Richard W. , Daud, Adil , Conry, Robert M. , Gaughan, Elizabeth , Hernandez‐Aya, Leonel F. , Funchain, Pauline , Smithy, James W. , Witte, John S. , McKee, Svetlana B., Wrangle, John M., Dabbas, Bashar , Tangri, Shabnam, Lameh, Jelveh, Hall, Jeffrey M., Markowitz, Joseph , Balko, Justin M. , Dakappagari, Naveen, Daud, Adil I , Smithy, James , Ko, Jennifer , Wrangle, John M , Ho, Thai , Funchain, Pauline , Rimm, David , Dimou, Anastasios , Ko, Jennifer S.

Clinical Cancer Research | July 18, 2018 | Volume: 24 | Issue: 21 | Pages: 5250-5260

10.1158/1078-0432.ccr-18-0309 Get It

Abstract Purpose: PD-1/L1 axis–directed therapies produce clinical responses in a subset of patients; therefore, biomarkers of response are needed. We hypothesized that quantifying key immunosuppression mechanisms within the tumor microenvironment by multiparameter algorithms would identify strong predictors of anti–PD-1 response. Experimental Design: Pretreatment tumor biopsies from 166 patients treated with anti–PD-1 across 10 academic cancer centers were fluorescently stained with multiple markers in discovery (n = 24) and validation (n = 142) cohorts. Biomarker-positive cells and their colocalization were spatially profiled in pathologist-selected tumor regions using novel Automated Quantitative Analysis algorithms. Selected biomarker signatures, PD-1/PD-L1 interaction score, and IDO-1/HLA-DR coexpression were evaluated for anti–PD-1 treatment outcomes. Results: In the discovery cohort, PD-1/PD-L1 interaction score and/or IDO-1/HLA-DR coexpression was strongly associated with anti–PD-1 response (P = 0.0005). In contrast, individual biomarkers (PD-1, PD-L1, IDO-1, HLA-DR) were not associated with response or survival. This finding was replicated in an independent validation cohort: patients with high PD-1/PD-L1 and/or IDO-1/HLA-DR were more likely to respond (P = 0.0096). These patients also experienced significantly improved progression-free survival (HR = 0.36; P = 0.0004) and overall survival (HR = 0.39; P = 0.0011). In the combined cohort, 80% of patients exhibiting higher levels of PD-1/PD-L1 interaction scores and IDO-1/HLA-DR responded to PD-1 blockers (P = 0.000004). In contrast, PD-L1 expression was not predictive of survival. Conclusions: Quantitative spatial profiling of key tumor-immune suppression pathways by novel digital pathology algorithms could help more reliably select melanoma patients for PD-1 monotherapy. Clin Cancer Res; 24(21); 5250–60. ©2018 AACR.
Assessing Tumor-infiltrating Lymphocytes in Solid Tumors: A Practical Review for Pathologists and Proposal for a Standardized Method From the International Immunooncology Biomarkers Working Group: Part 1: Assessing the Host Immune Response, TILs in Invasiv
Hendry, Shona , Salgado, Roberto , Gevaert, Thomas, Russell, Prudence A. , John, Tom, Thapa, Bibhusal , Estrada, Mónica V. , González-Ericsson, Paula I. , Solomon, Benjamin , Solinas, Cinzia , Eynden, Gert G. G. M. Van den, Preusser, Matthias , Hainfellner, Johannes A. , Pruneri, Giancarlo , Vingiani, Andrea , Demaria, Sandra , Symmans, Fraser, Nucíforo, Paolo , Comerma, Laura , Thompson, E. Aubrey , Kim, Seong-Rim , Schnitt, Stuart J. , Colpaert, Cécile , Scherer, Stefan, Viale, Giuseppe , Sirtaine, Nicolas , Penault‐Llorca, Frédérique, Sugie, Tomohagu, Fineberg, Susan , Paik, Soonmyung , Richardson, Andrea L., Wang, Yihong , Chmielik, Ewa , Brock, Jane B. , Johnson, Douglas B. , Wienert, Stephan, Bossuyt, Veerle , Michiels, Stefan , Ternès, Nils, Burchardi, Nicole, Klauschen, Frederick , Watson, Peter H. , Nelson, Brad H. , O’Toole, Sandra A., Larsimont, Denis , Wind, Roland de, Curigliano, Giuseppe , André, Fabrice , Vijver, Marc J. van de , Rojo, Federico , Floris, Giuseppe , Bedri, Shahinaz , Sparano, Joseph A. , Rimm, David L. , Kos, Zuzana , Hewitt, Stephen M. , Farshid, Gelareh , Loibl, Sibylle , Allison, Kimberly H. , Adams, Sylvia , Willard‐Gallo, Karen , Gandhi, Leena , Moreira, André L. , Hirsch, Fred R. , Dieci, Maria Vittoria , Urbanowicz, María, Brčić, Iva , Korski, Konstanty, Gaire, Fabien, Koeppen, Hartmut , Lo, Amy, Rebelatto, Marlon C., Steele, Keith E. , Zha, Jiping, Emancipator, Kenneth , Juco, Jonathan, Loi, Sherene , Fox, Stephen B. , Symmans, W. Fraser , John, Thomas , Wang, Yihong , Gonzalez-Ericsson, Paula I , Curigliano, Giuseppe , Sparano, Joseph A , Nelson, Brad H , Preusser, Matthias , André, Fabrice , Symmans, W Fraser , Loi, Sherene , John, Tom, Christie, Michael , Van de Vijver, Koen , Sanders, Melinda E. , Allory, Yves , Lakhani, Sunil R. , Sotiriou, Christos P. , Ignatiadis, Michail , Badve, Sunil , Pierce, Robert Hamilton , Srinivasan, Ashok , Richardson, Andrea L. , Balko, Justin M. , Luen, Stephen James , Savas, Peter Stephen , Criscitiello, Carmen , Lacroix‐Triki, Magali , Nielsen, Torsten O. , Singh, Baljit , Tung, Nadine , Horlings, Hugo , Lo, Amy, Giltnane, Jennifer Margaret , Denkert, Carsten , Reis‐Filho, Jorge S. , Pruneri, Giancarlo , Rimm, David , Dieci, Maria Vittoria , Nuciforo, Paolo , Solomon, Benjamin J

Advances in Anatomic Pathology | August 2, 2017 | Volume: 24 | Issue: 5 | Pages: 235-251

10.1097/pap.0000000000000162 Get It

Assessment of tumor-infiltrating lymphocytes (TILs) in histopathologic specimens can provide important prognostic information in diverse solid tumor types, and may also be of value in predicting response to treatments. However, implementation as a routine clinical biomarker has not yet been achieved. As successful use of immune checkpoint inhibitors and other forms of immunotherapy become a clinical reality, the need for widely applicable, accessible, and reliable immunooncology biomarkers is clear. In part 1 of this review we briefly discuss the host immune response to tumors and different approaches to TIL assessment. We propose a standardized methodology to assess TILs in solid tumors on hematoxylin and eosin sections, in both primary and metastatic settings, based on the International Immuno-Oncology Biomarker Working Group guidelines for TIL assessment in invasive breast carcinoma. A review of the literature regarding the value of TIL assessment in different solid tumor types follows in part 2. The method we propose is reproducible, affordable, easily applied, and has demonstrated prognostic and predictive significance in invasive breast carcinoma. This standardized methodology may be used as a reference against which other methods are compared, and should be evaluated for clinical validity and utility. Standardization of TIL assessment will help to improve consistency and reproducibility in this field, enrich both the quality and quantity of comparable evidence, and help to thoroughly evaluate the utility of TILs assessment in this era of immunotherapy.
Assessing Tumor-Infiltrating Lymphocytes in Solid Tumors: A Practical Review for Pathologists and Proposal for a Standardized Method from the International Immuno-Oncology Biomarkers Working Group: Part 2: TILs in Melanoma, Gastrointestinal Tract Carcinoma
Hendry, Shona , Salgado, Roberto , Gevaert, Thomas, Russell, Prudence A. , John, Tom, Thapa, Bibhusal , Estrada, Mónica V. , González-Ericsson, Paula I. , Sanders, Melinda, Solomon, Benjamin , Solinas, Cinzia , Eynden, Gert G. G. M. Van den, Preusser, Matthias , Hainfellner, Johannes A. , Pruneri, Giancarlo , Vingiani, Andrea , Demaria, Sandra , Symmans, Fraser, Nucíforo, Paolo , Comerma, Laura , Thompson, E. Aubrey , Kim, Seong-Rim , Schnitt, Stuart J. , Colpaert, Cécile , Scherer, Stefan, Viale, Giuseppe , Sirtaine, Nicolas , Sugie, Tomohagu, Fineberg, Susan , Paik, Soonmyung , Richardson, Andrea L., Wang, Yihong , Chmielik, Ewa , Brock, Jane, Johnson, Douglas B. , Wienert, Stephan, Bossuyt, Veerle , Michiels, Stefan , Ternès, Nils, Burchardi, Nicole, Savas, Peter, Klauschen, Frederick , Watson, Peter H. , Nelson, Brad H. , O’Toole, Sandra A., Larsimont, Denis , Wind, Roland de, Curigliano, Giuseppe , André, Fabrice , Vijver, Marc J. van de , Rojo, Federico , Floris, Giuseppe , Bedri, Shahinaz , Sparano, Joseph A. , Rimm, David L. , Kos, Zuzana , Hewitt, Stephen M. , Farshid, Gelareh , Loibl, Sibylle , Allison, Kimberly H. , Adams, Sylvia , Willard‐Gallo, Karen , Gandhi, Leena , Hirsch, Fred R. , Dieci, Maria Vittoria , Urbanowicz, María, Brčić, Iva , Korski, Konstanty, Gaire, Fabien, Koeppen, Hartmut , Lo, Amy, Rebelatto, Marlon C., Steele, Keith E. , Zha, Jiping, Emancipator, Kenneth , Juco, Jonathan, Loi, Sherene , Fox, Stephen B. , Symmans, W. Fraser , John, Thomas , Wang, Yihong , Gonzalez-Ericsson, Paula I , Curigliano, Giuseppe , Sparano, Joseph A , Nelson, Brad H , Preusser, Matthias , André, Fabrice , Symmans, W Fraser , Loi, Sherene , John, Tom, Christie, Michael , Van de Vijver, Koen , Allory, Yves , Lakhani, Sunil R. , Sotiriou, Christos P. , Ignatiadis, Michail , Badve, Sunil , Pierce, Robert Hamilton , Penault-Llorca, Frederique Madeleine , Srinivasan, Ashok , Richardson, Andrea L. , Balko, Justin M. , Luen, Stephen James , Savas, Peter Stephen , Criscitiello, Carmen , Lacroix‐Triki, Magali , Nielsen, Torsten O. , Singh, Baljit , Tung, Nadine , Horlings, Hugo , Moreira, Andre M. , Lo, Amy, Giltnane, Jennifer Margaret , Denkert, Carsten , Reis‐Filho, Jorge S. , Pruneri, Giancarlo , Rimm, David , Dieci, Maria Vittoria , Nuciforo, Paolo , Solomon, Benjamin J

Advances in Anatomic Pathology | August 2, 2017 | Volume: 24 | Issue: 6 | Pages: 311-335

10.1097/pap.0000000000000161 Get It

Assessment of the immune response to tumors is growing in importance as the prognostic implications of this response are increasingly recognized, and as immunotherapies are evaluated and implemented in different tumor types. However, many different approaches can be used to assess and describe the immune response, which limits efforts at implementation as a routine clinical biomarker. In part 1 of this review, we have proposed a standardized methodology to assess tumor-infiltrating lymphocytes (TILs) in solid tumors, based on the International Immuno-Oncology Biomarkers Working Group guidelines for invasive breast carcinoma. In part 2 of this review, we discuss the available evidence for the prognostic and predictive value of TILs in common solid tumors, including carcinomas of the lung, gastrointestinal tract, genitourinary system, gynecologic system, and head and neck, as well as primary brain tumors, mesothelioma and melanoma. The particularities and different emphases in TIL assessment in different tumor types are discussed. The standardized methodology we propose can be adapted to different tumor types and may be used as a standard against which other approaches can be compared. Standardization of TIL assessment will help clinicians, researchers and pathologists to conclusively evaluate the utility of this simple biomarker in the current era of immunotherapy.