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Citations to this article

Spatially distinct tumor immune microenvironments stratify triple-negative breast cancers
Tina Gruosso, … , Benjamin Haibe-Kains, Morag Park
Tina Gruosso, … , Benjamin Haibe-Kains, Morag Park
Published February 12, 2019
Citation Information: J Clin Invest. 2019;129(4):1785-1800. https://doi.org/10.1172/JCI96313.
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Research Article Oncology Article has an altmetric score of 26

Spatially distinct tumor immune microenvironments stratify triple-negative breast cancers

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Abstract

Understanding the tumor immune microenvironment (TIME) promises to be key for optimal cancer therapy, especially in triple-negative breast cancer (TNBC). Integrating spatial resolution of immune cells with laser capture microdissection gene expression profiles, we defined distinct TIME stratification in TNBC, with implications for current therapies including immune checkpoint blockade. TNBCs with an immunoreactive microenvironment exhibited tumoral infiltration of granzyme B+CD8+ T cells (GzmB+CD8+ T cells), a type 1 IFN signature, and elevated expression of multiple immune inhibitory molecules including indoleamine 2,3-dioxygenase (IDO) and programmed cell death ligand 1 (PD-L1), and resulted in good outcomes. An “immune-cold” microenvironment with an absence of tumoral CD8+ T cells was defined by elevated expression of the immunosuppressive marker B7-H4, signatures of fibrotic stroma, and poor outcomes. A distinct poor-outcome immunomodulatory microenvironment, hitherto poorly characterized, exhibited stromal restriction of CD8+ T cells, stromal expression of PD-L1, and enrichment for signatures of cholesterol biosynthesis. Metasignatures defining these TIME subtypes allowed us to stratify TNBCs, predict outcomes, and identify potential therapeutic targets for TNBC.

Authors

Tina Gruosso, Mathieu Gigoux, Venkata Satya Kumar Manem, Nicholas Bertos, Dongmei Zuo, Irina Perlitch, Sadiq Mehdi Ismail Saleh, Hong Zhao, Margarita Souleimanova, Radia Marie Johnson, Anne Monette, Valentina Muñoz Ramos, Michael Trevor Hallett, John Stagg, Réjean Lapointe, Atilla Omeroglu, Sarkis Meterissian, Laurence Buisseret, Gert Van den Eynden, Roberto Salgado, Marie-Christine Guiot, Benjamin Haibe-Kains, Morag Park

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European Journal of Medical Research 2023
Construction of a prognostic model for triple‐negative breast cancer based on immune‐related genes, and associations between the tumor immune microenvironment and immunological therapy
Zhu Y, Tao L, Liu J, Wang Y, Huang H, Jiang Y, Qian W
Cancer Medicine 2023
Spatial predictors of immunotherapy response in triple-negative breast cancer.
Wang XQ, Danenberg E, Huang CS, Egle D, Callari M, Bermejo B, Dugo M, Zamagni C, Thill M, Anton A, Zambelli S, Russo S, Ciruelos EM, Greil R, Győrffy B, Semiglazov V, Colleoni M, Kelly CM, Mariani G, Del Mastro L, Biasi O, Seitz RS, Valagussa P, Viale G, Gianni L, Bianchini G, Ali HR
Nature 2023
Diagnostic Approach for Suspected Acute Myocarditis: Considerations for Standardization and Broadening Clinical Spectrum
Martens P, Cooper LT, Tang WH
Journal of the American Heart Association: Cardiovascular and Cerebrovascular Disease 2023
Histological spatial analysis on the induction of PD-L1+ macrophages by CD8+ T cells at the marginal microenvironment of triple-negative breast cancer
Suzuki K, Ohe R, Kabasawa T, Kitaoka T, Kawai M, Motoi F, Futakuchi M
Breast Cancer 2023
Classification of the tumor immune microenvironment and associations with outcomes in patients with metastatic melanoma treated with immunotherapies
Adegoke NA, Gide TN, Mao Y, Quek C, Patrick E, Carlino MS, Lo SN, Menzies AM, Pires da Silva I, Vergara IA, Long G, Scolyer RA, Wilmott JS
Journal for ImmunoTherapy of Cancer 2023
Decoding the tumor microenvironment with spatial technologies.
Walsh LA, Quail DF
Nature Immunology 2023
Multiomic analysis of cervical squamous cell carcinoma identifies cellular ecosystems with biological and clinical relevance.
Fan J, Lu F, Qin T, Peng W, Zhuang X, Li Y, Hou X, Fang Z, Yang Y, Guo E, Yang B, Li X, Fu Y, Kang X, Wu Z, Han L, Mills GB, Ma X, Li K, Wu P, Ma D, Chen G, Sun C
Nature Genetics 2023
Changes in the immune landscape of TNBC after neoadjuvant chemotherapy: correlation with relapse
Moamin MR, Allen R, Woods SL, Brown JE, Nunns H, Juncker-Jensen A, Lewis CE
Frontiers in immunology 2023
Exploration of cancer associated fibroblasts phenotypes in the tumor microenvironment of classical and pleomorphic Invasive Lobular Carcinoma.
Batra H, Ding Q, Pandurengan R, Ibarguen H, Rabassedas NB, Sahin A, Wistuba I, Parra ER, Raso MG
Frontiers in Oncology 2023
Spatial analysis of NOS2 and COX2 interaction with T-effector cells reveals immunosuppressive landscapes associated with poor outcome in ER- breast cancer patients.
Ridnour LA, Cheng RYS, Heinz WF, Pore M, Gonzalez AL, Femino EL, Moffat R, Wink AL, Imtiaz F, Coutinho L, Butcher D, Edmondson EF, Rangel MC, Wong STC, Lipkowitz S, Glynn S, Vitek MP, McVicar DW, Li X, Anderson SK, Paolocci N, Hewitt SM, Ambs S, Billiar TR, Chang JC, Lockett SJ, Wink DA
bioRxiv : the preprint server for biology 2023
NOS2 and COX2 Provide Key Spatial Targets that Determine Outcome in ER- Breast Cancer.
Ridnour LA, Heinz WF, Cheng RY, Wink AL, Kedei N, Pore M, Imtiaz F, Femino EL, Gonzalez AL, Coutinho L, Butcher D, Edmondson EF, Rangel MC, Kinders RJ, Lipkowitz S, Wong ST, Anderson SK, McVicar DW, Li X, Glynn SA, Billiar TR, Chang JC, Hewitt SM, Ambs S, Lockett SJ, Wink DA
bioRxiv : the preprint server for biology 2023
A SOX9-B7x axis safeguards dedifferentiated tumor cells from immune surveillance to drive breast cancer progression
Liu Y, John P, Nishitani K, Cui J, Nishimura CD, Christin JR, Couturier N, Ren X, Wei Y, Pulanco MC, Galbo PM Jr, Zhang X, Fu W, Cui W, Bartholdy BA, Zheng D, Lauvau G, Fineberg SA, Oktay MH, Zang X, Guo W
Developmental Cell 2023
Novel diagnostic biomarkers of T cell-mediated tumor killing characteristics for early-stage triple negative breast cancer: A SEER analysis and molecular portraits.
Chang Q, Fan L, Li M, Liu L
Medicine 2023
Tumor infiltrating exhausted CD8+ T cells dictate reduced survival in pre-menopausal estrogen receptor-positive breast cancer
Colt A. Egelston, Weihua Guo, Jiayi Tan, Christian Avalos, Diana L Simons, Min Hui Lim, Yinghui J Huang, Michael S. Nelson, Arnab Chowdhury, Daniel B Schmolze, John Yim, Laura Kruper, Laleh Melstrom, Kim Margolin, Joanne E Mortimer, Yuan Yuan, James Waisman, Peter P. Lee
JCI Insight 2022
Spatial interplay of lymphocytes and fibroblasts in estrogen receptor-positive HER2-negative breast cancer
I Nederlof, S Hajizadeh, F Sobhani, S Raza, K AbdulJabbar, R Harkes, M van de Vijver, R Salgado, C Desmedt, M Kok, Y Yuan, H Horlings
npj Breast Cancer 2022
RBMS1 ablation enables PD-L1 checkpoint blockade and stimulates anti-tumor immunity in triple-negative breast cancers
Jinrui Zhang, Ge Zhang, Wenjing Zhang, Lu Bai, Luning Wang, Tiantian Li, Li Yan, Yang Xu, Wenting Gao, Chuanzhou Gao, Chaoqun Chen, Menglin Ren, Dan Chen, Yuexia Jiao, Wendi Huang, Yu Sun, Lili Zhi, Yangfan Qi, Jinyao Zhao, Quentin Liu, Han Liu, Yang Wang
Cell Death & Differentiation 2022
Immunosuppressive glycoproteins associate with breast tumor fibrosis and aggression
K Metcalf, M Hayward, E Berens, A Ironside, C Stashko, E Hwang, V Weaver
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The case for cancer-associated fibroblasts: essential elements in cancer drug discovery?
G Brewer, A Fortier, M Park, C Moraes
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Dissecting Tumor-Immune Microenvironment in Breast Cancer at a Spatial and Multiplex Resolution
E Tzoras, I Zerdes, N Tsiknakis, G Manikis, A Mezheyeuski, J Bergh, A Matikas, T Foukakis
Cancers 2022
STING agonism reprograms tumor-associated macrophages and overcomes resistance to PARP inhibition in BRCA1-deficient models of breast cancer
Q Wang, J Bergholz, L Ding, Z Lin, S Kabraji, M Hughes, X He, S Xie, T Jiang, W Wang, J Zoeller, H Kim, T Roberts, P Konstantinopoulos, U Matulonis, D Dillon, E Winer, N Lin, J Zhao
Nature Communications 2022
The B7H4-PDL1 classifier stratifies immuno-phenotype in cervical cancer
L Chen, J Dong, Z Li, Y Chen, Y Zhang
Cancer Cell International 2022
Landscape of cancer-associated fibroblasts identifies the secreted biglycan as a protumor and immunosuppressive factor in triple-negative breast cancer
S Zheng, Y Zou, Y Tang, A Yang, J Liang, L Wu, W Tian, W Xiao, X Xie, L Yang, J Xie, W Wei, X Xie
OncoImmunology 2022
Spatial Profiling Identifies Prognostic Features of Response to Adjuvant Therapy in Triple Negative Breast Cancer (TNBC)
A Kulasinghe, J Monkman, E Shah, N Matigian, M Adams, K OByrne
Frontiers in Oncology 2022
Prospects of Immunotherapy for Triple-Negative Breast Cancer
D Qiu, G Zhang, X Yan, X Xiao, X Ma, S Lin, J Wu, X Li, W Wang, J Liu, Y Ma, M Ma
Frontiers in Oncology 2022
Protein phosphatase 1 regulatory inhibitor subunit 14C promotes triple‐negative breast cancer progression via sustaining inactive glycogen synthase kinase 3 beta
Y Jian, L Kong, H Xu, Y Shi, X Huang, W Zhong, S Huang, Y Li, D Shi, Y Xiao, M Yang, S Li, X Chen, Y Ouyang, Y Hu, X Chen, L Song, R Ye, W Wei
Clinical and Translational Medicine 2022
Preclinical PET Imaging of Granzyme B Shows Promotion of Immunological Response Following Combination Paclitaxel and Immune Checkpoint Inhibition in Triple Negative Breast Cancer
T Napier, C Hunter, P Song, B Larimer, A Sorace
Pharmaceutics 2022
Integrated analysis reveals the molecular features of fibrosis in triple-negative breast cancer
J Ding, Y Xiao, S Zhao, Y Xu, Y Xiao, Z Shao, Y Jiang, G Di
Molecular Therapy — Oncolytics 2022
Integrative Analysis of a Pyroptosis-Related Signature of Clinical and Biological Value in Multiple Myeloma
H Wang, R Shao, S Lu, S Bai, B Fu, R Lai, Y Lu
Frontiers in Oncology 2022
Innate Immunity and Cancer Pathophysiology
L Maiorino, J Daßler-Plenker, L Sun, M Egeblad
Annual review of pathology 2022
Investigating the Prognostic Relevance of Tumor Immune Microenvironment and Immune Gene Assembly in Breast Carcinoma Subtypes
B Szeitz, O Pipek, J Kulka, C Szundi, O Rusz, T Tőkés, A Szász, K Kovács, A Pesti, T Arie, A Gángó, Z Fülöp, E Drágus, S Vári-Kakas, A Tőkés
Cancers 2022
Reference-free cell type deconvolution of multi-cellular pixel-resolution spatially resolved transcriptomics data
B Miller, F Huang, L Atta, A Sahoo, J Fan
Nature Communications 2022
The Transcriptomic Portrait of Locally Advanced Breast Cancer and Its Prognostic Value in a Multi-Country Cohort of Latin American Patients
A Llera, E Abdelhay, N Artagaveytia, A Daneri-Navarro, B Müller, C Velazquez, E Alcoba, I Alonso, D da Quinta, R Binato, A Bravo, N Camejo, D Carraro, M Castro, J Castro-Cervantes, S Cataldi, A Cayota, M Cerda, A Colombo, S Crocamo, A Toro-Arreola, R Delgadillo-Cisterna, L Delgado, M Dreyer-Breitenbach, L Fejerman, E Fernández, J Fernández, W Fernández, R Franco-Topete, C Gabay, F Gaete, A Garibay-Escobar, J Gómez, G Greif, T Gross, M Guerrero, M Henderson, M Lopez-Muñoz, A Lopez-Vazquez, S Maldonado, A Morán-Mendoza, M Nagai, A Oceguera-Villanueva, M Ortiz-Martínez, J Quintero, A Quintero-Ramos, R Reis, J Retamales, E Rivera-Claisse, D Rocha, R Rodríguez, C Rosales, E Salas-González, V Sanchotena, L Segovia, J Sendoya, A Silva-García, A Trinchero, O Valenzuela, V Vedham, L Zagame, O Podhajcer
Frontiers in Oncology 2022
Development of an immune-related prognostic biomarker for triple-negative breast cancer
Y Zhang, Q Wang, W Yang, Y Wang, Q Zhou, J Lin, X Wei, T Liang, T Liu, W Fan, L Liang, Y Xu
Annals of Medicine 2022
Tumor heterogeneity reshapes the tumor microenvironment to influence drug resistance
A Zhang, K Miao, H Sun, C Deng
International journal of biological sciences 2022
Classification of triple negative breast cancer by epithelial mesenchymal transition and the tumor immune microenvironment
Font-Clos F, Zapperi S, La Porta CA
Scientific Reports 2022
Immunogenic Cell Death-Relevant Damage-Associated Molecular Patterns and Sensing Receptors in Triple-Negative Breast Cancer Molecular Subtypes and Implications for Immunotherapy
Xu M, Lu JH, Zhong YZ, Jiang J, Shen YZ, Su JY, Lin SY
Frontiers in Oncology 2022
Pathogenesis of Triple-Negative Breast Cancer
Derakhshan F, Reis-Filho JS
Annual review of pathology 2022
A multimodal imaging workflow for monitoring CAR T cell therapy against solid tumor from whole-body to single-cell level
Pfeifer R, Henze J, Wittich K, Gosselink A, Kinkhabwala A, Gremse F, Bleilevens C, Bigott K, Jungblut M, Hardt O, Alves F, Al Rawashdeh W
Theranostics 2022
Quantifying Spatial Heterogeneity of Tumor-Infiltrating Lymphocytes to Predict Survival of Individual Cancer Patients
Suwalska A, Zientek L, Polanska J, Marczyk M
Journal of Personalized Medicine 2022
Dynamic CD8+ T Cell Cooperation with Macrophages and Monocytes for Successful Cancer Immunotherapy
Vermare A, Guérin MV, Peranzoni E, Bercovici N
Cancers 2022
Extracellular vesicles from triple negative breast cancer promote pro-inflammatory macrophages associated with better clinical outcome.
Tkach M, Thalmensi J, Timperi E, Gueguen P, Névo N, Grisard E, Sirven P, Cocozza F, Gouronnec A, Martin-Jaular L, Jouve M, Delisle F, Manel N, Rookhuizen DC, Guerin CL, Soumelis V, Romano E, Segura E, Théry C
Proceedings of the National Academy of Sciences 2022
Immunity and Extracellular Matrix Characteristics of Breast Cancer Subtypes Based on Identification by T Helper Cells Profiling.
Zhou Y, Tian Q, Gao H, Zhu L, Zhang Y, Zhang C, Yang J, Wang B
Frontiers in immunology 2022
Research progress on immunotherapy in triple‑negative breast cancer (Review).
Zhang X, Ge X, Jiang T, Yang R, Li S
International journal of oncology 2022
GM-CSF derived from the inflammatory microenvironment potentially enhanced PD-L1 expression on tumor-associated macrophages in human breast cancer.
Yonemitsu K, Pan C, Fujiwara Y, Miyasato Y, Shiota T, Yano H, Hosaka S, Tamada K, Yamamoto Y, Komohara Y
Scientific Reports 2022
Replenishment of myeloid-derived suppressor cells (MDSCs) overrides CR-mediated protection against tumor growth in a murine model of triple-negative breast cancer.
Pomatto-Watson LCD, Bodogai M, Carpenter M, Chowdhury D, Krishna P, Ng S, Bosompra O, Kato J, Wong S, Reyes-Sepulveda C, Bernier M, Price NL, Biragyn A, de Cabo R
GeroScience 2022
Precision Breast Cancer Medicine: Early Stage Triple Negative Breast Cancer—A Review of Molecular Characterisation, Therapeutic Targets and Future Trends
Pinilla K, Drewett LM, Lucey R, Abraham JE
Frontiers in Oncology 2022
The Landscape of Tumor-Infiltrating Immune Cells in Feline Mammary Carcinoma: Pathological and Clinical Implications
Nascimento C, Gameiro A, Correia J, Ferreira J, Ferreira F
Cells 2022
Triple negative breast cancer: Pitfalls and progress.
Zagami P, Carey LA
npj Breast Cancer 2022
Ephrin receptor A10 monoclonal antibodies and the derived chimeric antigen receptor T cells exert an antitumor response in mouse models of triple-negative breast cancer
Cha JH, Chan LC, Wang YN, Chu YY, Wang CH, Lee HH, Xia W, Shyu WC, Liu SP, Yao J, Chang CW, Cheng FR, Liu J, Lim SO, Hsu JL, Yang WH, Hortobagyi GN, Lin C, Yang L, Yu D, Jeng LB, Hung MC
The Journal of biological chemistry 2022
Heterogeneity of triple negative breast cancer: Current advances in subtyping and treatment implications
Asleh K, Riaz N, Nielsen TO
Journal of experimental & clinical cancer research : CR 2022
Recent advances in therapeutic strategies for triple-negative breast cancer.
Li Y, Zhang H, Merkher Y, Chen L, Liu N, Leonov S, Chen Y
Journal of Hematology & Oncology 2022
Sphingosine kinase 1 promotes tumor immune evasion by regulating the MTA3-PD-L1 axis.
Lau P, Zhang G, Zhao S, Liang L, Zhang H, Zhou G, Hung MC, Chen X, Liu H
Cellular & molecular immunology 2022
Cancer-Associated Fibroblasts Suppress CD8+ T-cell Infiltration and Confer Resistance to Immune-Checkpoint Blockade.
Jenkins L, Jungwirth U, Avgustinova A, Iravani M, Mills A, Haider S, Harper J, Isacke CM
Cancer research 2022
Tissue Selection for PD-L1 Testing in Triple Negative Breast Cancer (TNBC).
Dobritoiu F, Baltan A, Chefani A, Billingham K, Chenard MP, Vaziri R, Lacroix-Triki M, Waydelich A, Erb G, Andersson E, Cañamero M, Toro P, Wedden S, D'Arrigo C
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Leveraging the Dynamic Immune Environment Triad in Patients with Breast Cancer: Tumour, Lymph Node, and Peripheral Blood
Wall I, Boulat V, Shah A, Blenman KR, Wu Y, Alberts E, Calado DP, Salgado R, Grigoriadis A
Cancers 2022
Multifunctional Lipid Bilayer Nanocarriers for Cancer Immunotherapy in Heterogeneous Tumor Microenvironments, Combining Immunogenic Cell Death Stimuli with Immune Modulatory Drugs.
Nel AE, Mei KC, Liao YP, Liu X
ACS Nano 2022
Integrated bioinformatic analysis of potential biomarkers of poor prognosis in triple-negative breast cancer
Bissanum R, Kamolphiwong R, Navakanitworakul R, Kanokwiroon K
Translational cancer research 2022
Multiplexed In Situ Spatial Protein Profiling in the Pursuit of Precision Immuno-Oncology for Patients with Breast Cancer
Massa D, Tosi A, Rosato A, Guarneri V, Dieci MV
Cancers 2022
Association of CD206 Protein Expression with Immune Infiltration and Prognosis in Patients with Triple-Negative Breast Cancer
Bobrie A, Massol O, Ramos J, Mollevi C, Lopez-Crapez E, Bonnefoy N, Boissière-Michot F, Jacot W
Cancers 2022
Definitive study shows no association between ARID1A mutation status and clinical outcome in endometriosis‐related ovarian cancers
Khalique S, Nash S, Natrajan R
The Journal of Pathology 2022
Systemic Nos2 Depletion and Cox inhibition limits TNBC disease progression and alters lymphoid cell spatial orientation and density
Somasundaram V, Ridnour LA, Cheng RY, Walke AJ, Kedei N, Bhattacharyya DD, Wink AL, Edmondson EF, Butcher D, Warner AC, Dorsey TH, Scheiblin DA, Heinz W, Bryant RJ, Kinders RJ, Lipkowitz S, Wong ST, Pore M, Hewitt SM, McVicar DW, Anderson SK, Chang J, Glynn SA, Ambs S, Lockett SJ, Wink DA
Redox Biology 2022
Spatial multi-omics analyses of the tumor immune microenvironment.
Hsieh WC, Budiarto BR, Wang YF, Lin CY, Gwo MC, So DK, Tzeng YS, Chen SY
Journal of biomedical science 2022
Evaluation of tumor-infiltrating lymphocytes (TILs) in molecular subtypes of an Indian cohort of breast cancer patients
Vaid PM, Puntambekar AK, Jumle NS, Banale RA, Ansari D, Reddy RR, Unde RR, Namewar NP, Kelkar DA, Shashidhara LS, Koppiker CB, Kulkarni MD
Diagnostic Pathology 2022
Effective natural inhibitors targeting granzyme B in rheumatoid arthritis by computational study
Wang X, Jiang Y, Zhou P, Lin L, Yang Y, Yang Q, Zhang J, Zhu D
Frontiers in Medicine 2022
Correlation of TROP-2 expression with clinical–pathological characteristics and outcome in triple-negative breast cancer
Izci H, Punie K, Waumans L, Laenen A, Wildiers H, Verdoodt F, Desmedt C, Ardui J, Smeets A, Han SN, Nevelsteen I, Neven P, Floris G
Scientific Reports 2022
Radiomic models based on magnetic resonance imaging predict the spatial distribution of CD8+ tumor-infiltrating lymphocytes in breast cancer
Jeon SH, Kim SW, Na K, Seo M, Sohn YM, Lim YJ
Frontiers in immunology 2022
Multidimensional Molecular Profiling of Metastatic Triple-Negative Breast Cancer and Immune Checkpoint Inhibitor Benefit.
Barroso-Sousa R, Forman J, Collier K, Weber ZT, Jammihal TR, Kao KZ, Richardson ET 3rd, Keenan T, Cohen O, Manos MP, Brennick RC, Ott PA, Hodi FS, Dillon DA, Attaya V, O'Meara T, Lin NU, Van Allen EM, Rodig S, Winer EP, Mittendorf EA, Wu CJ, Wagle N, Stover DG, Shukla SA, Tolaney SM
JCO Precision Oncology 2022
Reversing the PAI-1-induced fibrotic immune exclusion of solid tumor by multivalent CXCR4 antagonistic nano-permeator
Dong J, Zhu C, Huang Y, Li Q, Li J, Wang Z, Wang Y, Zhou Z, Sun M
Acta pharmaceutica Sinica. B 2022
Narrative review of current status and recommendations in treatment for advanced triple-negative breast cancer
Zhou Y, Yang J
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Spatial architecture of the immune microenvironment orchestrates tumor immunity and therapeutic response
T Fu, LJ Dai, SY Wu, Y Xiao, D Ma, YZ Jiang, ZM Shao
Journal of Hematology & Oncology 2021
The Immunology of Hormone Receptor Positive Breast Cancer
J Goldberg, RG Pastorello, T Vallius, J Davis, YX Cui, J Agudo, AG Waks, T Keenan, SS McAllister, SM Tolaney, EA Mittendorf, JL Guerriero
Frontiers in immunology 2021
Nitric Oxide Modulates Metabolic Processes in the Tumor Immune Microenvironment
CL McGinity, EM Palmieri, V Somasundaram, DD Bhattacharyya, LA Ridnour, RY Cheng, AE Ryan, SA Glynn, DD Thomas, KM Miranda, SK Anderson, SJ Lockett, DW McVicar, DA Wink
International journal of molecular sciences 2021
Quality Is King: Fundamental Insights into Tumor Antigenicity from Virus-Associated Merkel Cell Carcinoma
M Lahman, K Paulson, P Nghiem, A Chapuis
Journal of Investigative Dermatology 2021
A High-Dimensional Window into the Micro-Environment of Triple Negative Breast Cancer
I Nederlof, HM Horlings, C Curtis, M Kok
Cancers 2021
Tumor Microenvironment: Key Players in Triple Negative Breast Cancer Immunomodulation
H Zheng, S Siddharth, S Parida, X Wu, D Sharma
Cancers 2021
A combined hypoxia and immune gene signature for predicting survival and risk stratification in triple-negative breast cancer
X Yang, X Weng, Y Yang, M Zhang, Y Xiu, W Peng, X Liao, M Xu, Y Sun, X Liu
Aging 2021
Society for Immunotherapy of Cancer (SITC) clinical practice guideline on immunotherapy for the treatment of breast cancer
LA Emens, S Adams, A Cimino-Mathews, ML Disis, ME Gatti-Mays, AY Ho, K Kalinsky, HL McArthur, EA Mittendorf, R Nanda, DB Page, HS Rugo, KM Rubin, H Soliman, PA Spears, SM Tolaney, JK Litton
Journal for ImmunoTherapy of Cancer 2021
LR Hunting: A Random Forest Based Cell–Cell Interaction Discovery Method for Single-Cell Gene Expression Data
M Lu, Y Sha, TC Silva, A Colaprico, X Sun, Y Ban, L Wang, BD Lehmann, XS Chen
Frontiers in Genetics 2021
Meta-Analysis of Microdissected Breast Tumors Reveals Genes Regulated in the Stroma but Hidden in Bulk Analysis
A Savino, ND Marzo, P Provero, V Poli
Cancers 2021
MYC suppresses STING-dependent innate immunity by transcriptionally upregulating DNMT1 in triple-negative breast cancer
SY Wu, Y Xiao, JL Wei, XE Xu, , X Hu, DQ Li, YZ Jiang, ZM Shao
Journal for ImmunoTherapy of Cancer 2021
Triple-Negative Breast Cancer: Breast Tumors With an Identity Crisis
SE Nunnery, IA Mayer, JM Balko
Cancer journal (Sudbury, Mass.) 2021
Disrupting interferon-alpha and NF-kappaB crosstalk suppresses IFITM1 expression attenuating triple-negative breast cancer progression
OK Provance, ES Geanes, AJ Lui, A Roy, SM Holloran, S Gunewardena, CR Hagan, S Weir, J Lewis-Wambi
Cancer Letters 2021
Multi-omics analysis identifies therapeutic vulnerabilities in triple-negative breast cancer subtypes
BD Lehmann, A Colaprico, TC Silva, J Chen, H An, Y Ban, H Huang, L Wang, JL James, JM Balko, PI Gonzalez-Ericsson, ME Sanders, B Zhang, JA Pietenpol, XS Chen
Nature Communications 2021
Treatment landscape of triple-negative breast cancer — expanded options, evolving needs
G Bianchini, CD Angelis, L Licata, L Gianni
Nature Reviews Clinical Oncology 2021
Epigenetic quantification of circulating immune cells in peripheral blood of triple-negative breast cancer patients
M Manoochehri, T Hielscher, N Borhani, C Gerhäuser, O Fletcher, AJ Swerdlow, YD Ko, H Brauch, T Brüning, U Hamann
Clinical Epigenetics 2021
Breast cancer heterogeneity through the lens of single-cell analysis and spatial pathologies
N Zhao, J Rosen
Seminars in Cancer Biology 2021
Research Progress on the Role of Regulatory T Cell in Tumor Microenvironment in the Treatment of Breast Cancer
J Liu, X Wang, Y Deng, X Yu, H Wang, Z Li
Frontiers in Oncology 2021
Expression of B7 family checkpoint proteins in cervical cancer
L Zong, Y Gu, Y Zhou, Y Kong, S Mo, S Yu, Y Xiang, J Chen
Modern Pathology 2021
Current Advancements of Plant-Derived Agents for Triple-Negative Breast Cancer Therapy through Deregulating Cancer Cell Functions and Reprogramming Tumor Microenvironment
TN Wu, HM Chen, LF Shyur
International journal of molecular sciences 2021
Protein-based immune profiles of basal-like vs. luminal breast cancers
A Walens, LT Olsson, X Gao, AM Hamilton, EL Kirk, SM Cohen, BR Midkiff, Y Xia, ME Sherman, N Nikolaishvili-Feinberg, JS Serody, KA Hoadley, MA Troester, BC Calhoun
Laboratory Investigation 2021
Subclonal heterogeneity and evolution in breast cancer
I Mavrommati, F Johnson, GV Echeverria, R Natrajan
npj Breast Cancer 2021
The Immune Landscape of Breast Cancer: Strategies for Overcoming Immunotherapy Resistance
K Retecki, M Seweryn, A Graczyk-Jarzynka, M Bajor
Cancers 2021
Spatial immunophenotypes predict response to anti-PD1 treatment and capture distinct paths of T cell evasion in triple negative breast cancer
D Hammerl, JW Martens, M Timmermans, M Smid, AM Trapman-Jansen, R Foekens, OI Isaeva, L Voorwerk, HE Balcioglu, R Wijers, I Nederlof, R Salgado, H Horlings, M Kok, R Debets
Nature Communications 2021
Artificial intelligence-based analysis for immunohistochemistry staining of immune checkpoints to predict resected non-small cell lung cancer survival and relapse
H Guo, L Diao, X Zhou, JN Chen, Y Zhou, Q Fang, Y He, R Dziadziuszko, C Zhou, FR Hirsch
Translational Lung Cancer Research 2021
Endogenous and Therapeutic Estrogens: Maestro Conductors of the Microenvironment of ER+ Breast Cancers
LA Schuler, FE Murdoch
Cancers 2021
Immune Checkpoint Inhibitors in Triple Negative Breast Cancer Treatment: Promising Future Prospects
R Thomas, G Al-Khadairi, J Decock
Frontiers in Oncology 2021
Quantification of Immune Variables from Liquid Biopsy in Breast Cancer Patients Links Vδ2+ γδ T Cell Alterations with Lymph Node Invasion
S Fattori, L Gorvel, S Granjeaud, P Rochigneux, MS Rouvière, AB Amara, N Boucherit, M Paul, MM Dauplat, J Thomassin-Piana, M Paciencia-Gros, M Avenin, J Pakradouni, J Barrou, E Charafe-Jauffret, G Houvenaeghel, E Lambaudie, F Bertucci, A Goncalves, C Tarpin, JA Nunès, R Devillier, AS Chretien, D Olive
Cancers 2021
Impact of Epithelial–Mesenchymal Transition on the Immune Landscape in Breast Cancer
FZ Khadri, MS Issac, LA Gaboury
Cancers 2021
Unraveling Heterogeneity of Tumor Cells and Microenvironment and Its Clinical Implications for Triple Negative Breast Cancer
K Jiang, M Dong, C Li, J Sheng
Frontiers in Oncology 2021
Evaluation of tumor immune contexture among intrinsic molecular subtypes helps to predict outcome in early breast cancer
Q Klopfenstein, V Derangère, L Arnould, M Thibaudin, E Limagne, F Ghiringhelli, C Truntzer, S Ladoire
Journal for ImmunoTherapy of Cancer 2021
Prognostic Value of Interleukin-32 Expression and Its Correlation with the Infiltration of Natural Killer Cells in Cutaneous Melanoma
JY Kang, KE Kim
Journal of Clinical Medicine 2021
Role of neutrophil-to-lymphocyte ratio as a prognostic biomarker in patients with breast cancer receiving neoadjuvant chemotherapy: a meta-analysis
Q Zhou, J Dong, Q Sun, N Lu, Y Pan, X Han
BMJ Open 2021
Multiplexed imaging analysis of the tumor-immune microenvironment reveals predictors of outcome in triple-negative breast cancer
A Patwa, R Yamashita, J Long, T Risom, M Angelo, L Keren, DL Rubin
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Best Practices for Spatial Profiling for Breast Cancer Research with the GeoMx® Digital Spatial Profiler
H Bergholtz, J Carter, A Cesano, M Cheang, S Church, P Divakar, C Fuhrman, S Goel, J Gong, J Guerriero, M Hoang, E Hwang, H Kuasne, J Lee, Y Liang, E Mittendorf, J Perez, A Prat, L Pusztai, J Reeves, Y Riazalhosseini, J Richer, Ö Sahin, H Sato, I Schlam, T Sørlie, D Stover, S Swain, A Swarbrick, E Thompson, S Tolaney, S Warren
Cancers 2021
Unravelling actionable biology using transcriptomic data to integrate mitotic index and Ki-67 in the management of lung neuroendocrine tumors
VS Manem, O Sazonova, A Gagné, M Orain, B Khoshkrood-Mansoori, N Gaudreault, Y Bossé, P Joubert
Oncotarget 2021
Immune Infiltrates in Breast Cancer: Recent Updates and Clinical Implications
MV Dieci, F Miglietta, V Guarneri
Cells 2021
Tumor microenvironment characterization in triple-negative breast cancer identifies prognostic gene signature
Y Qin, J Deng, L Zhang, J Yuan, H Yang, Q Li
Aging 2021
Breast cancer immune microenvironment: from pre-clinical models to clinical therapies
BE Wilson, C Gorrini, DW Cescon
Breast Cancer Research and Treatment 2021
B7–H4 is increased in lung adenocarcinoma harboring EGFR-activating mutations and contributes to immunosuppression
Y Lu, F Wu, Q Cao, Y Sun, M Huang, J Xiao, B Zhou, L Zhang
Oncogene 2021
B7 family member H4 induces epithelial-mesenchymal transition and promotes the proliferation, migration and invasion of colorectal cancer cells
Y Yin, L Shi, J Yang, H Wang, H Yang, Q Wang
Bioengineered 2021
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Nature 2021
Comparison of the Clinicopathologic Features and T-Cell Infiltration of B7-H3 and B7-H4 Expression in Triple-negative Breast Cancer Subtypes
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Applied Immunohistochemistry & Molecular Morphology 2021
Determining PD-L1 Status in Patients With Triple-Negative Breast Cancer: Lessons Learned From IMpassion130
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JNCI Journal of the National Cancer Institute 2021
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The Journal of Pathology 2021
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Nature Materials 2020
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Gastroenterology Report 2020
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Molecular Oncology 2020
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Cancers 2020
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Neoadjuvant Immune-Checkpoint Blockade in Triple-Negative Breast Cancer: Current Evidence and Literature-Based Meta-Analysis of Randomized Trials
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Cancers 2020
Triple-Negative Breast Cancer Comparison With Canine Mammary Tumors From Light Microscopy to Molecular Pathology
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Frontiers in Oncology 2020
Development and Validation of the Gene Expression Predictor of High-grade Serous Ovarian Carcinoma Molecular SubTYPE (PrOTYPE)
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Clinical cancer research 2020
Iron Supplementation Interferes With Immune Therapy of Murine Mammary Carcinoma by Inhibiting Anti-Tumor T Cell Function
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Frontiers in Oncology 2020
Macrophage morphology correlates with single-cell diversity and prognosis in colorectal liver metastasis
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Journal of Experimental Medicine 2020
Transcriptomic Features of T Cell-Barren Tumors Are Conserved Across Diverse Tumor Types
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Frontiers in immunology 2020
Toward Systems Biomarkers of Response to Immune Checkpoint Blockers
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Frontiers in Oncology 2020
Methodological Advancements for Investigating Intra-tumoral Heterogeneity in Breast Cancer at the Bench and Bedside
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Journal of Mammary Gland Biology and Neoplasia 2020
Effect of Eribulin With or Without Pembrolizumab on Progression-Free Survival for Patients With Hormone Receptor–Positive, ERBB2 -Negative Metastatic Breast Cancer: A Randomized Clinical Trial
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JAMA Oncology 2020
Fibroblast-Derived IL33 Facilitates Breast Cancer Metastasis by Modifying the Immune Microenvironment and Driving Type 2 Immunity
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Cancer research 2020
Predicting Relapse in Patients With Triple Negative Breast Cancer (TNBC) Using a Deep-Learning Approach
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Frontiers in physiology 2020
Immune Escape during Breast Tumor Progression
CR Alcazar, M Alečković, K Polyak
Cancer immunology research 2020
TIME Is a Great Healer—Targeting Myeloid Cells in the Tumor Immune Microenvironment to Improve Triple-Negative Breast Cancer Outcomes
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Cells 2020
Improved prognostication of glioblastoma beyond molecular subtyping by transcriptional profiling of the tumor microenvironment
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Molecular Oncology 2020
Intratumor Heterogeneity: The Rosetta Stone of Therapy Resistance
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Cancer Cell 2020
Pharmacologic Suppression of B7-H4 Glycosylation Restores Antitumor Immunity in Immune-Cold Breast Cancers
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Cancer Discovery 2020
Overexpression of B7‑H4 promotes renal cell carcinoma progression by recruiting tumor‑associated neutrophils via upregulation of CXCL8
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Oncology Letters 2020
Elevated mRNA expression levels of DLGAP5 are associated with poor prognosis in breast cancer
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Oncology Letters 2020
Molecular stratification within triple-negative breast cancer subtypes
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Scientific Reports 2019
Future Needs in Mast Cell Biology
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International journal of molecular sciences 2019
Metastasis as a systemic disease: molecular insights and clinical implications
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Biochimica et Biophysica Acta (BBA) - Reviews on Cancer 2019
Unraveling Triple-Negative Breast Cancer Tumor Microenvironment Heterogeneity: Towards an Optimized Treatment Approach
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JNCI Journal of the National Cancer Institute 2019
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A Transcriptomic Immunologic Signature Predicts Favorable Outcome in Neoadjuvant Chemotherapy Treated Triple Negative Breast Tumors
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Frontiers in immunology 2019
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npj Breast Cancer 2019
Targeted immunotherapy with a checkpoint inhibitor in combination with chemotherapy: A new clinical paradigm in the treatment of triple-negative breast cancer
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Bosnian journal of basic medical sciences / Udruženje basičnih mediciniskih znanosti = Association of Basic Medical Sciences 2019
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ESMO Open 2019
Quantitative Phosphoproteomics Reveals System-Wide Phosphorylation Network Altered by Spry in Mouse Mammary Stromal Fibroblasts
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International journal of molecular sciences 2019
Enhanced B7-H4 expression in gliomas with low PD-L1 expression identifies super-cold tumors
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Journal for ImmunoTherapy of Cancer 2019
The B7x Immune Checkpoint Pathway: From Discovery to Clinical Trial
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Trends in Pharmacological Sciences 2019
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