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.
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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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 |
2022 | |
The case for cancer-associated fibroblasts: essential elements in cancer drug discovery?
G Brewer, A Fortier, M Park, C Moraes |
2022 | |
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 |
2022 | |
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 |
2022 | |
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 |
2021 | |
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 |
Tumour DDR1 promotes collagen fibre alignment to instigate immune exclusion
X Sun, B Wu, H Chiang, H Deng, X Zhang, W Xiong, J Liu, A Rozeboom, B Harris, E Blommaert, A Gomez, R Garcia, Y Zhou, P Mitra, M Prevost, D Zhang, D Banik, C Isaacs, D Berry, C Lai, K Chaldekas, P Latham, C Brantner, A Popratiloff, V Jin, N Zhang, Y Hu, M Pujana, T Curiel, Z An, R Li |
Nature | 2021 |
Comparison of the Clinicopathologic Features and T-Cell Infiltration of B7-H3 and B7-H4 Expression in Triple-negative Breast Cancer Subtypes
N Kim, M Park, N Cho, J Lee |
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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