1
|
Ishikawa Y, Yamazaki Y, Tezuka Y, Omata K, Ono Y, Tokodai K, Fujishima F, Kawanabe S, Katabami T, Ikeya A, Yamashita M, Oki Y, Nanjo H, Satoh F, Ito A, Unno M, Kamei T, Sasano H, Suzuki T. Histopathological analysis of tumor microenvironment in adrenocortical carcinoma: Possible effects of in situ disorganized glucocorticoid production on tumor immunity. J Steroid Biochem Mol Biol 2024; 238:106462. [PMID: 38232786 DOI: 10.1016/j.jsbmb.2024.106462] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Revised: 01/07/2024] [Accepted: 01/11/2024] [Indexed: 01/19/2024]
Abstract
Adrenocortical carcinoma (ACC) patients with glucocorticoid excess have been reported to be associated with decreased tumor-infiltrating immune cells, but the effects of in situ glucocorticoid production on tumor immunity have remained unknown. In addition, ACC was also known to harbor marked intra-tumoral heterogeneity of steroidogenesis or disorganized steroidogenesis. Therefore, in this study, we immune-profiled tumor-infiltrating lymphocytes (TILs) and tumor-associated macrophages (TAMs) and pivotal steroidogenic enzymes of glucocorticoid biosynthesis (CYP17A and CYP11B1) to explore the potential effects of in situ glucocorticoid production and intra-tumoral heterogeneity/disorganized steroidogenesis on tumor immunity of ACC. We also studied the correlations of the status of tumor immunity with that of angiogenesis and tumor grade to further explore the tumor tissue microenvironment of ACC. TILs (CD3, CD4, CD8, and FOXP3), TAMs (CD68 and CD163), key steroidogenic enzymes of glucocorticoid (CYP17A and CYP11B1), angiogenesis (CD31 and vasohibin-1 (VASH-1)), tumor grade (Ki-67 and Weiss score) were immunohistochemically evaluated in 34 ACCs. Increased CYP17A immunoreactivity in the whole tumor area was significantly positively correlated with FOXP3-positive TILs (p = 0.021) and negatively with CD4/CD3 ratio (p = 0.001). Increased CYP11B1 immunoreactivity in the whole tumor area was significantly positively correlated with CD8/CD3 (p = 0.039) and CD163/CD68 ratios (p = 0.006) and negatively with CD4-positive TILs (p = 0.036) and CD4/CD3 ratio (p = 0.001). There were also significant positive correlations between CYP17A and CD8 (r = 0.334, p < 0.001) and FOXP3-positive TILs (r = 0.414, p < 0.001), CD8/CD3 ratio (r = 0.421, p < 0.001), and CD68-positive TAMs (r = 0.298, p < 0.001) in randomly selected areas. Significant positive correlations were also detected between CYP11B1 and CD8/CD3 ratio (r = 0.276, p = 0.001) and negative ones detected between CYP11B1 and CD3- (r = -0.259, p = 0.002) and CD4-positive TILs (r = -0.312, p < 0.001) in those areas above. Increased micro-vessel density (MVD) -VASH-1 was significantly positively correlated with CD68- (p = 0.015) and CD163-positive TAMs (p = 0.009) and CD163/CD68 ratio and the high VASH-1 with CD163-positive TAMs (p = 0.042). Ki-67 labeling index was significantly positively correlated with MAD-VASH-1 (p = 0.006) and VASH-1 (p = 0.006) status. Results of our present study indicated that in situ glucocorticoid production did influence the status of tumor immunity in ACC. In particular, increased levels of CYP17A and CYP11B1, both involved in glucocorticoid producing immunoreactivity played different effects on tumor immunity, i.e., reflecting the involvement of intra-tumoral heterogeneity and disorganized steroidogenesis of ACC, which also did indicate the importance of in situ approaches when analyzing tumor immunity of ACC.
Collapse
Affiliation(s)
- Yuki Ishikawa
- Department of Surgery, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Yuto Yamazaki
- Department of Pathology, Tohoku University Graduate School of Medicine, Sendai, Japan.
| | - Yuta Tezuka
- Department of Diabetes, Metabolism and Endocrinology, Tohoku University Hospital, 1-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8574, Japan; Division of Nephrology, Rheumatology and Endocrinology, Tohoku University Graduate School of Medicine, 2-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8575, Japan
| | - Kei Omata
- Department of Diabetes, Metabolism and Endocrinology, Tohoku University Hospital, 1-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8574, Japan; Division of Nephrology, Rheumatology and Endocrinology, Tohoku University Graduate School of Medicine, 2-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8575, Japan
| | - Yoshikiyo Ono
- Department of Diabetes, Metabolism and Endocrinology, Tohoku University Hospital, 1-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8574, Japan; Division of Nephrology, Rheumatology and Endocrinology, Tohoku University Graduate School of Medicine, 2-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8575, Japan
| | - Kazuaki Tokodai
- Department of Surgery, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Fumiyoshi Fujishima
- Department of Pathology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Shin Kawanabe
- Department of Metabolism and Endocrinology, St. Marianna University Yokohama Seibu Hospital, Yokohama, Japan; Department of Metabolism and Endocrinology, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Takuyuki Katabami
- Department of Metabolism and Endocrinology, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Akira Ikeya
- Division of Endocrinology & Metabolism, Second Department of Internal Medicine, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka, Japan
| | - Miho Yamashita
- Division of Endocrinology & Metabolism, Second Department of Internal Medicine, Hamamatsu University School of Medicine, Hamamatsu, Shizuoka, Japan
| | - Yutaka Oki
- Diabetes & Endocrinology Center, Hamamatsu-Kita Hospital, Hamamatsu, Shizuoka, Japan
| | - Hiroshi Nanjo
- Department of Pathology, Akita University Hospital, Akita, Japan
| | - Fumitoshi Satoh
- Division of Clinical Hypertension, Endocrinology and Metabolism, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Akihiro Ito
- Department of Urology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Michiaki Unno
- Department of Surgery, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Takashi Kamei
- Department of Surgery, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Hironobu Sasano
- Department of Pathology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Takashi Suzuki
- Department of Pathology, Tohoku University Graduate School of Medicine, Sendai, Japan
| |
Collapse
|
2
|
Garcia-Torralba E, Pérez Ramos M, Ivars Rubio A, Navarro Manzano E, Blaya Boluda N, Lloret Gil M, Aller A, de la Morena Barrio P, García Garre E, Martínez Díaz F, García Molina F, Chaves Benito A, García-Martínez E, Ayala de la Peña F. Deconstructing neutrophil to lymphocyte ratio (NLR) in early breast cancer: lack of prognostic utility and biological correlates across tumor subtypes. Breast Cancer Res Treat 2024:10.1007/s10549-024-07286-x. [PMID: 38453782 DOI: 10.1007/s10549-024-07286-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Accepted: 02/07/2024] [Indexed: 03/09/2024]
Abstract
PURPOSE The prognostic utility and biological correlates of neutrophil to lymphocyte ratio (NLR), a potential biomarker of the balance between immune response and the inflammatory status, are still uncertain in breast cancer (BC). METHODS We analysed a cohort of 959 women with early breast cancer, mostly treated with neoadjuvant or adjuvant chemotherapy. Clinical and pathological data, survival, NLR (continuous and categorical) and stromal tumor infiltrating lymphocytes (sTIL) were evaluated. RESULTS NLR was only weakly associated with Ki67, while no association was found for grade, histology, immunohistochemical subtype or stage. Lymphocyte infiltration of the tumor did not correlate with NLR (Rho: 0.05, p = 0.30). These results were similar in the whole group and across the different BC subtypes, with no differences in triple negative BC. Relapse free interval (RFI), breast cancer specific survival (BCSS) and overall survival (OS) changed according to pre-treatment NLR neither in the univariate nor in the multivariate Cox models (RFI: HR 0.948, p = 0.61; BCSS: HR 0.920, p = 0.57; OS: HR 0.96, p = 0.59). CONCLUSION These results question the utility of NLR as a prognostic biomarker in early breast cancer and suggest the lack of correlation of NLR with tumor microenvironment immune response.
Collapse
Affiliation(s)
- Esmeralda Garcia-Torralba
- Department of Medical Oncology, Hospital Universitario Morales Meseguer, Murcia, 30008, Spain
- Department of Medicine, Medical School, University of Murcia, Murcia, 30001, Spain
- Instituto Murciano de Investigación Biosanitaria, IMIB, Murcia, 30120, Spain
| | - Miguel Pérez Ramos
- Department of Pathology, Hospital Universitario Morales Meseguer, Murcia, 30008, Spain
| | - Alejandra Ivars Rubio
- Department of Medical Oncology, Hospital Universitario Morales Meseguer, Murcia, 30008, Spain
- Department of Medicine, Medical School, University of Murcia, Murcia, 30001, Spain
- Instituto Murciano de Investigación Biosanitaria, IMIB, Murcia, 30120, Spain
| | - Esther Navarro Manzano
- Department of Medical Oncology, Hospital Universitario Morales Meseguer, Murcia, 30008, Spain
- Instituto Murciano de Investigación Biosanitaria, IMIB, Murcia, 30120, Spain
- Centro Regional de Hemodonación, Murcia, 30003, Spain
| | - Noel Blaya Boluda
- Department of Medical Oncology, Hospital Universitario Morales Meseguer, Murcia, 30008, Spain
- Department of Medicine, Medical School, University of Murcia, Murcia, 30001, Spain
- Instituto Murciano de Investigación Biosanitaria, IMIB, Murcia, 30120, Spain
| | - Miguel Lloret Gil
- Department of Medicine, Medical School, University of Murcia, Murcia, 30001, Spain
| | - Alberto Aller
- Department of Medicine, Medical School, University of Murcia, Murcia, 30001, Spain
| | - Pilar de la Morena Barrio
- Department of Medical Oncology, Hospital Universitario Morales Meseguer, Murcia, 30008, Spain
- Instituto Murciano de Investigación Biosanitaria, IMIB, Murcia, 30120, Spain
| | - Elisa García Garre
- Department of Medical Oncology, Hospital Universitario Morales Meseguer, Murcia, 30008, Spain
- Instituto Murciano de Investigación Biosanitaria, IMIB, Murcia, 30120, Spain
| | - Francisco Martínez Díaz
- Instituto Murciano de Investigación Biosanitaria, IMIB, Murcia, 30120, Spain
- Department of Pathology, Hospital Universitario Reina Sofía, Murcia, 30003, Spain
- Department of Pathology, Medical School, University of Murcia, Murcia, 30001, Spain
| | - Francisco García Molina
- Department of Pathology, Hospital Universitario Reina Sofía, Murcia, 30003, Spain
- Department of Pathology, Medical School, University of Murcia, Murcia, 30001, Spain
| | - Asunción Chaves Benito
- Department of Pathology, Hospital Universitario Morales Meseguer, Murcia, 30008, Spain
- Department of Pathology, Medical School, University of Murcia, Murcia, 30001, Spain
| | - Elena García-Martínez
- Department of Medical Oncology, Hospital Universitario Morales Meseguer, Murcia, 30008, Spain
- Instituto Murciano de Investigación Biosanitaria, IMIB, Murcia, 30120, Spain
- Medical School, Universidad Católica San Antonio, Murcia, 30107, Spain
| | - Francisco Ayala de la Peña
- Department of Medical Oncology, School of Medicine, Hospital Universitario Morales Meseguer, University of Murcia, Avda. Marqués de los Vélez, s/n, Murcia, 30008, Spain.
| |
Collapse
|
3
|
Rusakiewicz S, Tyekucheva S, Tissot-Renaud S, Chaba K, Imbimbo M, Benedetti F, Kammler R, Hornfeld J, Munzone E, Gianni L, Thurlimann B, Láng I, Pruneri G, Gray KP, Regan MR, Loi S, Colleoni M, Viale G, Kandalaft L, Coukos G, Curigliano G. Multiplexed high-throughput immune cell imaging in patients with high-risk triple negative early breast cancer: Analysis from the International Breast Cancer Study Group (IBCSG) Trial 22-00. Eur J Cancer 2024; 200:113535. [PMID: 38309015 DOI: 10.1016/j.ejca.2024.113535] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Revised: 12/29/2023] [Accepted: 01/04/2024] [Indexed: 02/05/2024]
Abstract
BACKGROUND Triple-negative breast cancer (TNBC) is the most aggressive breast cancer (BC) subtype, with dismal prognosis and limited option in advanced settings, yet stromal tumor infiltrating lymphocytes (sTILs) in this subtype has a predictive role. PATIENTS AND METHODS The International Breast Cancer Study Group (IBCSG) Trial 22-00 is a randomized phase III clinical trial testing the efficacy of low-dose metronomic oral Cyclophosphamide-Methotrexate (CM) maintenance following standard adjuvant chemotherapy treatment for early-stage hormone receptor-negative breast cancer patients. A case-cohort sampling was used. We characterized immune cells infiltrates in patients with TNBC by 6 plex immunofluorescence (IF) staining for CD4, FOXP3, CD3, cytokeratine and CD8 RESULTS: We confirmed that high immune CD3+ T cells as well as stromal and intra-epithelial Tregs (CD4+Foxp3+ T cells) infiltrates were associated with a better Distant Recurrence-Free Interval (DRFI), especially in LN+ patient, regardless of the treatment. More importantly, we showed that the spatial distribution of immune cells at baseline is crucial, as CM maintenance was detrimental for T cells excluded LN+ TNBC patients. CONCLUSIONS immune spatial classification on immune cells infiltrates seems crucial and could help patients' selection in clinical trial and greatly improve responses to specific therapies.
Collapse
Affiliation(s)
- S Rusakiewicz
- Department of Oncology, Lausanne University Hospital (CHUV), Lausanne, Switzerland; Center of Experimental Therapeutics, Department of Oncology, University Hospital of Lausanne, 1011 Lausanne, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, 1011 Lausanne, Switzerland
| | - S Tyekucheva
- International Breast Cancer Study Group Statistical Center, Department of Data Science, Dana-Farber Cancer Institute, Boston, MA, USA; Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - S Tissot-Renaud
- Department of Oncology, Lausanne University Hospital (CHUV), Lausanne, Switzerland; Center of Experimental Therapeutics, Department of Oncology, University Hospital of Lausanne, 1011 Lausanne, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, 1011 Lausanne, Switzerland
| | - K Chaba
- Department of Oncology, Lausanne University Hospital (CHUV), Lausanne, Switzerland; Center of Experimental Therapeutics, Department of Oncology, University Hospital of Lausanne, 1011 Lausanne, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, 1011 Lausanne, Switzerland
| | - M Imbimbo
- Department of Oncology, Lausanne University Hospital (CHUV), Lausanne, Switzerland
| | - F Benedetti
- Department of Oncology, Lausanne University Hospital (CHUV), Lausanne, Switzerland; Center of Experimental Therapeutics, Department of Oncology, University Hospital of Lausanne, 1011 Lausanne, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, 1011 Lausanne, Switzerland
| | - R Kammler
- Translational Research Coordination, International Breast Cancer Study Group, a division of ETOP IBCSG Partners Foundation, Bern, Switzerland
| | - J Hornfeld
- Department of Oncology, Lausanne University Hospital (CHUV), Lausanne, Switzerland; Center of Experimental Therapeutics, Department of Oncology, University Hospital of Lausanne, 1011 Lausanne, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, 1011 Lausanne, Switzerland
| | - E Munzone
- Division of Medical Senology, IEO, European Institute of Oncology, IRCCS, Milan, Italy
| | - L Gianni
- Department of Medical Oncology, Ospedale Infermi, AUSL Della Romagna, Rimini, Italy
| | - B Thurlimann
- Kantonsspital St. Gallen, St Gallen, Switzerland; Swiss Group for Clinical Cancer Research (SAKK), Bern, Switzerland
| | - I Láng
- Clinexpert-research, Budapest, Hungary
| | - G Pruneri
- Department of Advanced Diagnostics, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Italy; University of Milan, School of Medicine, Milan, Italy
| | - K P Gray
- Division of General Pediatrics, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA; Biostatistics and Research Design Core, Institutional Centers of Clinical and Translational Research, Boston Children's Hospital, Boston, MA, USA
| | - M R Regan
- International Breast Cancer Study Group Statistical Center, Division of Biostatistics, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - S Loi
- Peter MacCallum Cancer Centre, Melbourne, VIC, Australia; Sir Peter MacCallum Cancer Department of Oncology, University of Melbourne, Melbourne, VIC, Australia; International Breast Cancer Study Group, a division of ETOP IBCSG Partners Foundation, Bern, Switzerland
| | - M Colleoni
- Division of Medical Senology, IEO, European Institute of Oncology, IRCCS, Milan, Italy; Department of Pathology and Laboratory Medicine, IEO, European Institute of Oncology, IRCCS, Milan, Italy
| | - G Viale
- Division of Medical Senology, IEO, European Institute of Oncology, IRCCS, Milan, Italy; Department of Pathology and Laboratory Medicine, IEO, European Institute of Oncology, IRCCS, Milan, Italy; European Institute of Oncology, IRCCS, Milan, Italy
| | - L Kandalaft
- Department of Oncology, Lausanne University Hospital (CHUV), Lausanne, Switzerland; Center of Experimental Therapeutics, Department of Oncology, University Hospital of Lausanne, 1011 Lausanne, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, 1011 Lausanne, Switzerland
| | - G Coukos
- Department of Oncology, Lausanne University Hospital (CHUV), Lausanne, Switzerland; Center of Experimental Therapeutics, Department of Oncology, University Hospital of Lausanne, 1011 Lausanne, Switzerland; Ludwig Institute for Cancer Research, University of Lausanne, 1011 Lausanne, Switzerland
| | - Giuseppe Curigliano
- European Institute of Oncology, IRCCS, Milan, Italy; Department of Oncology and Hemato-Oncology, University of Milano, Milan, Italy.
| |
Collapse
|
4
|
Cali Daylan AE, Maia CM, Attarian S, Guo X, Ginsberg M, Castellucci E, Gucalp R, Haigentz M, Halmos B, Cheng H. HIV Associated Lung Cancer: Unique Clinicopathologic Features and Immune Biomarkers Impacting Lung Cancer Screening and Management. Clin Lung Cancer 2024; 25:159-167. [PMID: 38158315 PMCID: PMC10922688 DOI: 10.1016/j.cllc.2023.12.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Revised: 12/06/2023] [Accepted: 12/08/2023] [Indexed: 01/03/2024]
Abstract
OBJECTIVES Lung cancer contributes significantly to morbidity and mortality in people with HIV (PWH). We study the clinicopathologic characteristics and immune microenvironment in HIV associated lung cancer. MATERIAL AND METHODS Clinicopathological characteristics including immunotherapy outcomes were collected for 174 PWH diagnosed with lung cancer. Immunohistochemical staining for PD-L1, CD4, and CD8 was performed. RESULTS At diagnosis, patients with HIV associated lung cancer were significantly younger (56.9 vs. 69 years, P < .0001) and more frequently had advanced disease (70% vs. 53%, P = .01). The majority were African American (60% vs. 42%, P < .0001) and were smoking at the time of diagnosis or smoked in the past (98% vs. 86%, P = .0001). Only 10% of HIV associated lung cancer was diagnosed through the screening program. The median CD4+ lymphocyte count was 334 cells/µL, 31% had a CD4 ≤200 cells/µL and 63% of the cohort was virally suppressed. HIV associated non-small-cell lung cancer(NSCLC) was characterized by limited PD-L1 expression compared to the HIV negative cohort, 64% vs. 31% had TPS <1%, and 20% vs. 34% had TPS≥50%, respectively (P = .04). Higher CD8+ TILs were detected in PD-L1-high tumors (P < .0001). 50% of patients achieved disease control in the metastatic setting with the use of immunotherapy, and there were no new safety signals in 19 PWH treated with immunotherapy. CONCLUSION Lung cancer in PWH demonstrates unique features highlighting the need for a specialized screening program. Despite low PD-L1 expression, immunotherapy is well tolerated with reasonable disease control. Altered immune system in lung cancer pathogenesis in PWH should be further investigated.
Collapse
Affiliation(s)
- Ayse Ece Cali Daylan
- Department of Oncology, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY
| | - Catarina Martins Maia
- Department of Internal Medicine, Albert Einstein College of Medicine, Jacobi Medical Center, Bronx, NY
| | - Shirin Attarian
- Department of Oncology, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY
| | - Xiaoling Guo
- Department of Pathology, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx NY
| | - Mindy Ginsberg
- Department of Epidemiology & Population Health, Albert Einstein College of Medicine, Bronx NY
| | - Enrico Castellucci
- Department of Oncology, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY
| | - Rasim Gucalp
- Department of Oncology, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY
| | - Missak Haigentz
- Department of Oncology, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY
| | - Balazs Halmos
- Department of Oncology, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY
| | - Haiying Cheng
- Department of Oncology, Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY.
| |
Collapse
|
5
|
Christodoulidis G, Kouliou MN, Koumarelas KE. Immune signature of small bowel adenocarcinoma and the role of tumor microenvironment. World J Gastroenterol 2024; 30:794-798. [PMID: 38516246 PMCID: PMC10950647 DOI: 10.3748/wjg.v30.i8.794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Revised: 01/13/2024] [Accepted: 01/30/2024] [Indexed: 02/26/2024] Open
Abstract
In this editorial we comment on the article published "Clinical significance of programmed cell death-ligand expression in small bowel adenocarcinoma is determined by the tumor microenvironment". Small bowel adenocarcinoma (SBA) is a rare gastrointestinal neoplasm and despite the small intestine's significant surface area, SBA accounts for less than 3% of such tumors. Early detection is challenging and the reason arises from its asymptomatic nature, often leading to late-stage discovery and poor prognosis. Treatment involves platinum-based chemotherapy with a 5-fluorouracil combination, but the lack of effective chemotherapy contributes to a generally poor prognosis. SBAs are linked to genetic disorders and risk factors, including chronic inflammatory conditions. The unique characteristics of the small bowel, such as rapid cell renewal and an active immune system, contributes to the rarity of these tumors as well as the high intratumoral infiltration of immune cells is associated with a favorable prognosis. Programmed cell death-ligand 1 (PD-L1) expression varies across different cancers, with potential discrepancies in its prognostic value. Microsatellite instability (MSI) in SBA is associated with a high tumor mutational burden, affecting the prognosis and response to immunotherapy. The presence of PD-L1 and programmed cell death 1, along with tumor-infiltrating lymphocytes, plays a crucial role in the complex microenvironment of SBA and contributes to a more favorable prognosis, especially in the context of high MSI tumors. Stromal tumor-infiltrating lymphocytes are identified as independent prognostic indicators and the association between MSI status and a favorable prognosis, emphasizes the importance of evaluating the immune status of tumors for treatment decisions.
Collapse
|
6
|
Debatin NF, Bady E, Mandelkow T, Huang Z, Lurati MCJ, Raedler JB, Müller JH, Vettorazzi E, Plage H, Samtleben H, Klatte T, Hofbauer S, Elezkurtaj S, Furlano K, Weinberger S, Giacomo Bruch P, Horst D, Roßner F, Schallenberg S, Marx AH, Fisch M, Rink M, Slojewski M, Kaczmarek K, Ecke TH, Hallmann S, Koch S, Adamini N, Lennartz M, Minner S, Simon R, Sauter G, Zecha H, Schlomm T, Blessin NC. Prognostic Impact and Spatial Interplay of Immune Cells in Urothelial Cancer. Eur Urol 2024:S0302-2838(24)00065-4. [PMID: 38383257 DOI: 10.1016/j.eururo.2024.01.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2023] [Revised: 12/01/2023] [Accepted: 01/29/2024] [Indexed: 02/23/2024]
Abstract
BACKGROUND Quantity and the spatial relationship of specific immune cell types can provide prognostic information in bladder cancer. OBJECTIVE To characterize the spatial interplay and prognostic role of different immune cell subpopulations in bladder cancer. DESIGN, SETTING, AND PARTICIPANTS A total of 2463 urothelial bladder carcinomas were immunostained with 21 antibodies using BLEACH&STAIN multiplex fluorescence immunohistochemistry in a tissue microarray format and analyzed using a framework of neuronal networks for an image analysis. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS Spatial immune parameters were compared with histopathological parameters and overall survival data. RESULTS AND LIMITATIONS The identification of > 300 different immune cell subpopulations and the characterization of their spatial relationship resulted in numerous spatial interaction patterns. Thirty-nine immune parameters showed prognostic significance in univariate analyses, of which 16 were independent from pT, pN, and histological grade in muscle-invasive bladder cancer. Among all these parameters, the strongest association with prolonged overall survival was identified for intraepithelial CD8+ cytotoxic T cells (time-dependent area under receiver operating characteristic curve [AUC]: 0.70), while stromal CD8+ T cells were less relevant (AUC: 0.65). A favorable prognosis of inflamed cancers with high levels of "exhaustion markers" suggests that TIM3, PD-L1, PD-1, and CTLA-4 on immune cells do not hinder antitumoral immune response in tumors rich of tumor infiltrating immune cells. CONCLUSIONS The density of intraepithelial CD8+ T cells was the strongest prognostic feature in muscle-invasive bladder cancer. Given that tumor cell killing by CD8+ cytotoxic T lymphocytes through direct cell-to-cell-contacts represents the "terminal end route" of antitumor immunity, the quantity of "tumor cell adjacent CD8+ T cells" may constitute a surrogate for the efficiency of cancer recognition by the immune system that can be measured straightaway in routine pathology as the CD8 labeling index. PATIENT SUMMARY Quantification of intraepithelial CD8+ T cells, the strongest prognostic feature identified in muscle-invasive bladder cancer, can easily be assessed by brightfield immunohistochemistry and is therefore "ready to use" for routine pathology.
Collapse
Affiliation(s)
- Nicolaus F Debatin
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Elena Bady
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Tim Mandelkow
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Zhihao Huang
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Magalie C J Lurati
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Jonas B Raedler
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany; College of Arts and Sciences, Boston University, Boston, MA, USA
| | - Jan H Müller
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Eik Vettorazzi
- Department of Medical Biometry and Epidemiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Henning Plage
- Department of Urology, Charité Berlin, Berlin, Germany
| | - Henrik Samtleben
- Department of Pathology, Academic Hospital Fuerth, Fuerth, Germany
| | - Tobias Klatte
- Department of Urology, Charité Berlin, Berlin, Germany; Department of Urology, Helios Hospital Bad Saarow, Bad Saarow, Germany
| | | | | | - Kira Furlano
- Department of Urology, Charité Berlin, Berlin, Germany
| | | | | | - David Horst
- Institute of Pathology, Charité Berlin, Berlin, Germany
| | | | | | - Andreas H Marx
- Department of Pathology, Academic Hospital Fuerth, Fuerth, Germany
| | - Margit Fisch
- Department of Urology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Michael Rink
- Department of Urology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Marcin Slojewski
- Department of Urology, University Hospital Stettin, Stettin, Poland
| | | | - Thorsten H Ecke
- Department of Urology, Charité Berlin, Berlin, Germany; Department of Urology, Helios Hospital Bad Saarow, Bad Saarow, Germany
| | - Steffen Hallmann
- Department of Urology, Helios Hospital Bad Saarow, Bad Saarow, Germany
| | - Stefan Koch
- Department of Pathology, Helios Hospital Bad Saarow, Bad Saarow, Germany
| | - Nico Adamini
- Department of Urology, Albertinen Hospital, Hamburg, Germany
| | - Maximilian Lennartz
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Sarah Minner
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Ronald Simon
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Guido Sauter
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Henrik Zecha
- Department of Urology, Albertinen Hospital, Hamburg, Germany
| | | | - Niclas C Blessin
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
| |
Collapse
|
7
|
Tubridy EA, Eiva MA, Liu F, Omran DK, Gysler S, Brown EG, Roy AG, Zeng Y, Oh J, Cao Q, Gitto SB, Powell DJ. CD137+ tumor infiltrating lymphocytes predicts ovarian cancer survival. Gynecol Oncol 2024; 184:74-82. [PMID: 38290413 DOI: 10.1016/j.ygyno.2024.01.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 01/11/2024] [Accepted: 01/19/2024] [Indexed: 02/01/2024]
Abstract
OBJECTIVE Ovarian cancer (OC) is the leading cause of death from gynecologic malignancy in the United States, and biomarkers of patient outcomes are limited. Data using immunohistochemical (IHC) analysis are mixed regarding whether and which tumor infiltrating lymphocytes (TILs) impact survival, and IHC does not adequately quantify rare cell populations, including CD137+ (4-1BB) tumor-reactive TILs. Our study investigates if a higher percentage of CD3+ CD137+ TILs is associated with improved overall survival (OS) in OC. METHODS Flow cytometry was performed on viably banked OC digests. Chart review and statistical analysis were performed. Forty-seven patients were included, 40 of whom were diagnosed with high-grade serous ovarian carcinoma (HGSOC), papillary serous carcinoma, or undifferentiated histology. RESULTS A high percentage of CD3+ CD137+ TILs correlated with improved OS (n = 40, r = 0.48, P = 0.0016). Subjects were divided into CD3+ CD137+ TIL high and low groups by the median. Subjects with high CD3+CD137+ TIL frequencies (>9.6%) had longer OS (Wilcoxon rank-sum test; P = 0.0032) and improved OS (logrank test; P = 0.007). Differences in CD3+ or CD3+ CD8+ TILs did not impact survival. CD3+ CD137+ TILs were predictive of OS regardless of germline mutation or debulking status. Analysis of subgroups including late stage HGSOC and late stage HGSOC with primary optimal cytoreduction indicated CD3+ CD137+ TILs correlated with improved OS after adjusting for age and PARP inhibitor use (P = 0.034 and P = 0.016, respectively). CONCLUSIONS Prevalence of CD3+ CD137+ TILs in digested OC specimens is associated with improved OS, while general TIL markers are not. CD137 has the potential to be a novel biomarker for survival in OC.
Collapse
Affiliation(s)
- Elizabeth A Tubridy
- Division of Gynecologic Oncology, Department of Obstetrics & Gynecology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Monika A Eiva
- Department of Pathology and Laboratory Medicine, Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Ovarian Cancer Research Center, Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Fang Liu
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Dalia K Omran
- Ovarian Cancer Research Center, Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Stefan Gysler
- Division of Gynecologic Oncology, Department of Obstetrics & Gynecology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Erica G Brown
- Department of Pathology and Laboratory Medicine, Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Ovarian Cancer Research Center, Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Allison G Roy
- Division of Gynecologic Oncology, Department of Obstetrics & Gynecology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Yuyan Zeng
- Department of Pathology and Laboratory Medicine, Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Gynecology, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou 510120, China
| | - Jinhee Oh
- Department of Obstetrics and Gynecology, Pennsylvania Hospital, 800 Spruce Street, Philadelphia, PA 19107, USA
| | - Quy Cao
- Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Sarah B Gitto
- Department of Pathology and Laboratory Medicine, Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Daniel J Powell
- Division of Gynecologic Oncology, Department of Obstetrics & Gynecology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Pathology and Laboratory Medicine, Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Ovarian Cancer Research Center, Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
| |
Collapse
|
8
|
Luo YH, Yan ZC, Liu JY, Li XY, Yang M, Fan J, Huang B, Ma CG, Chang XN, Nie X. Association of tumor budding with clinicopathological features and prognostic value in stage III-IV colorectal cancer. World J Gastroenterol 2024; 30:158-169. [PMID: 38312121 PMCID: PMC10835523 DOI: 10.3748/wjg.v30.i2.158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 11/23/2023] [Accepted: 12/14/2023] [Indexed: 01/12/2024] Open
Abstract
BACKGROUND Tumor budding (TB) has emerged as a promising independent prognostic biomarker in colorectal cancer (CRC). The prognostic role of TB has been extensively studied and currently affects clinical decision making in patients with stage I and II CRC. However, existing prognostic studies on TB in stage III CRC have been confined to small retrospective cohort studies. Consequently, this study investigated the correlation among TB categories, clinicopathological features, and prognosis in stage III-IV CRC to further enhance the precision and individualization of treatment through refined prognostic risk stratification. AIM To analyze the relationship between TB categories and clinicopathological characteristics and assess their prognostic value in stage III-IV CRC to further refine the prognostic risk stratification of stage III-IV CRC. METHODS The clinical data of 547 CRC patients were collected for this retrospective study. Infiltration at the front edge of the tumor buds was counted according to the 2016 International Tumor Budding Consensus Conference guidelines. RESULTS Multivariate Cox proportional hazards regression analysis demonstrated that chemotherapy (P = 0.004), clinical stage IV (P < 0.001), ≥ 4 regional lymph node metastases (P = 0.004), left-sided colonic cancer (P = 0.040), and Bd 2-3 (P = 0.002) were independent prognostic factors in patients with stage III-IV CRC. Moreover, the density of tumor infiltrating lymphocytes was higher in Bd 1 than in Bd 2-3, both in the tumor stroma and its invasive margin. CONCLUSION TB has an independent predictive prognostic value in patients with stage III-IV CRC. It is recommended to complete the TB report of stage III-IV CRC cases in the standardized pathological report to further refine risk stratification.
Collapse
Affiliation(s)
- Yue-Hao Luo
- Department of Pathology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei Province, China
| | - Zhe-Cheng Yan
- Department of Pathology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei Province, China
| | - Jia-Ying Liu
- Department of Pathology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei Province, China
| | - Xin-Yi Li
- Department of Pathology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei Province, China
| | - Ming Yang
- Department of Pathology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei Province, China
| | - Jun Fan
- Department of Pathology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei Province, China
| | - Bo Huang
- Department of Pathology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei Province, China
| | - Cheng-Gong Ma
- Department of Pathology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei Province, China
| | - Xiao-Na Chang
- Department of Pathology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei Province, China
| | - Xiu Nie
- Department of Pathology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, Hubei Province, China
| |
Collapse
|
9
|
Zaki HM, Ali KM, Abd Allah MYY, Abouelnaga AM, Abdraboh ME, Hussein O. Metronomic cyclophosphamide and metformin inhibited tumor growth and repopulated tumor-infiltrating lymphocytes in an experimental carcinoma model. BMC Res Notes 2024; 17:4. [PMID: 38167322 PMCID: PMC10759693 DOI: 10.1186/s13104-023-06651-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2023] [Accepted: 12/04/2023] [Indexed: 01/05/2024] Open
Abstract
Metformin is a widely used antidiabetic biguanide. Retrospective data demonstrated the association of metformin use with survival benefit in multiple tumor types. Interest in repurposing metformin to treat cancer has not been translated into encouraging clinical benefit. In animal models, metformin activated cytotoxic T cells and exerted an immune-mediated anticancer effect. The current research was conducted to investigate the possible therapeutic benefit of metformin in combination with metronomic cyclophosphamide in an experimental cancer model. Ehrlich ascites carcinoma was injected into the subcutaneous tissue to induce solid tumors in syngeneic mice. Exponential solid tumor growth ensued and was effectively arrested with the administration of a cytotoxic dose of parenteral cyclophosphamide. Alternatively, oral metformin and continuous, low-dose cyclophosphamide significantly inhibited tumor growth relative to untreated mice. The drug combination was well tolerated. Histopathological examination of the tumor showed an increased number of tumor-infiltrating lymphocytes and enhanced expression of granzyme B by this drug combination. The current data suggests a potential role of metformin and metronomic chemotherapy that warrants further investigation.
Collapse
Affiliation(s)
- Heba Mohamed Zaki
- Zoology Department, Faculty of Science, Mansoura University, Mansoura, 35516, Egypt
| | - Khadiga Mohamed Ali
- Pathology Department, Faculty of Medicine, Mansoura University, Mansoura, 35516, Egypt
| | | | | | | | - Osama Hussein
- Surgical Oncology Department, Faculty of Medicine, Mansoura University Oncology Center, Mansoura University, Mansoura, 35516, Egypt.
| |
Collapse
|
10
|
Cho Y, Lee J, Han B, Yoon SE, Kim SJ, Kim WS, Cho J. Tumor-infiltrating T lymphocytes evaluated using digital image analysis predict the prognosis of patients with diffuse large B-cell lymphoma. J Pathol Transl Med 2024; 58:12-21. [PMID: 38229430 DOI: 10.4132/jptm.2023.11.02] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Accepted: 11/01/2023] [Indexed: 01/18/2024] Open
Abstract
BACKGROUND The implication of the presence of tumor-infiltrating T lymphocytes (TIL-T) in diffuse large B-cell lymphoma (DLBCL) is yet to be elucidated. We aimed to investigate the effect of TIL-T levels on the prognosis of patients with DLBCL. METHODS Ninety-six patients with DLBCL were enrolled in the study. The TIL-T ratio was measured using QuPath, a digital pathology software package. The TIL-T ratio was investigated in three foci (highest, intermediate, and lowest) for each case, resulting in TIL-T-Max, TIL-T-Intermediate, and TIL-T-Min. The relationship between the TIL-T ratios and prognosis was investigated. RESULTS When 19% was used as the cutoff value for TIL-T-Max, 72 (75.0%) and 24 (25.0%) patients had high and low TIL-T-Max, respectively. A high TIL-T-Max was significantly associated with lower serum lactate dehydrogenase levels (p < .001), with patient group who achieved complete remission after RCHOP therapy (p < .001), and a low-risk revised International Prognostic Index score (p < .001). Univariate analysis showed that patients with a low TIL-T-Max had a significantly worse prognosis in overall survival compared to those with a high TIL-T-Max (p < .001); this difference remained significant in a multivariate analysis with Cox proportional hazards (hazard ratio, 7.55; 95% confidence interval, 2.54 to 22.42; p < .001). CONCLUSIONS Patients with DLBCL with a high TIL-T-Max showed significantly better prognosis than those with a low TIL-T-Max, and the TIL-T-Max was an independent indicator of overall survival. These results suggest that evaluating TIL-T ratios using a digital pathology system is useful in predicting the prognosis of patients with DLBCL.
Collapse
Affiliation(s)
- Yunjoo Cho
- Department of Pathology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Jiyeon Lee
- Department of Pathology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
- Department of Pathology, Korea University Guro Hospital, Korea University College of Medicine, Seoul, Korea
| | - Bogyeong Han
- Department of Pathology, Seoul National University, Seoul National College of Medicine, Seoul, Korea
| | - Sang Eun Yoon
- Division of Hematology and Oncology, Department of Internal Medicine, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Seok Jin Kim
- Division of Hematology and Oncology, Department of Internal Medicine, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Won Seog Kim
- Division of Hematology and Oncology, Department of Internal Medicine, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Junhun Cho
- Department of Pathology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| |
Collapse
|
11
|
Zhu X, Liu W, Cao Y, Feng Z, Zhao X, Jiang L, Ye Y, Zhang H. Immune profiling of pancreatic cancer for radiotherapy with immunotherapy and targeted therapy: Biomarker analysis of a randomized phase 2 trial. Radiother Oncol 2024; 190:109941. [PMID: 37820884 DOI: 10.1016/j.radonc.2023.109941] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Revised: 09/28/2023] [Accepted: 09/30/2023] [Indexed: 10/13/2023]
Abstract
PURPOSE Immunotherapy alone offered limited survival benefits in pancreatic cancer, while the role of immunotherapy-centric combined therapy remains controversial. Therefore, it is required to develop biomarkers to precisely deliver immunotherapy-based multimodality for pancreatic cancer. METHODS This is a secondary analysis of an open label, randomized, phase 2 trial, whereas patients with locally recurrent pancreatic cancer after surgery were enrolled. Eligible patients with mutant KRAS and positive immunohistochemical staining of PD-L1 were randomly assigned to receive stereotactic body radiation therapy (SBRT) plus pembrolizumab and trametinib (SBRT + K + M) or SBRT and gemcitabine (SBRT + G). Meanwhile, patients were classified into PD-L1+/tumor infiltrating lymphocytes [TIL(s)]- and PD-L1+/TIL + group for each arm. RESULTS A total of 170 patients were enrolled and randomly assigned to receive SBRT + K + M (n = 85) or SBRT + G (n = 85). The improved outcomes have been reported in patients with SBRT + K + M in the previous study. In this secondary analysis, the median overall survival (OS) was 17.2 months (95% CI 14.6-19.8 months) in patients with PD-L1+/TIL + and 12.7 months (95% CI 10.8-14.6 months) in patients with PD-L1+/TIL- (HR 0.62, 95% CI 0.39-0.97, p = 0.036) receiving SBRT + K + M. In SBRT + G group, the median OS was 13.1 months (95% CI 10.9-15.3 months) in patients with PD-L1+/TIL- and 12.7 months (95% CI 9.2-16.2 months) in patients with PD-L1+/TIL+ (HR 0.97, 95% CI 0.62-1.52, p = 0.896). Grade 3 or 4 adverse events were found in 16 patients (30.8%) and 10 patients (30.3%) with PD-L1+/TIL- and PD-L1+/TIL + in SBRT + K + M group respectively; whereas 9 (16.7%) and 8 patients (25.8%) with PD-L1+/TIL- and PD-L1+/TIL + in SBRT + G group. CONCLUSION PD-L1, TILs and mutant KRAS may be a biomarker to guide clinical practice of radiotherapy and immunotherapy-based regimens in pancreatic cancer if further combined with MEK inhibitors as targeted therapy.
Collapse
Affiliation(s)
- Xiaofei Zhu
- Department of Radiation Oncology, Changhai Hospital Affiliated to Naval Medical University, China
| | - Wenyu Liu
- Department of Hepatobiliary and Pancreatic Surgery, Changhai Hospital Affiliated to Naval Medical University, China
| | - Yangsen Cao
- Department of Radiation Oncology, Changhai Hospital Affiliated to Naval Medical University, China
| | - Zhiru Feng
- Department of Radiation Oncology, Changhai Hospital Affiliated to Naval Medical University, China
| | - Xianzhi Zhao
- Department of Radiation Oncology, Changhai Hospital Affiliated to Naval Medical University, China
| | - Lingong Jiang
- Department of Radiation Oncology, Changhai Hospital Affiliated to Naval Medical University, China
| | - Yusheng Ye
- Department of Radiation Oncology, Changhai Hospital Affiliated to Naval Medical University, China
| | - Huojun Zhang
- Department of Radiation Oncology, Changhai Hospital Affiliated to Naval Medical University, China.
| |
Collapse
|
12
|
Castro P, Corredor G, Koyuncu C, Nordstrom LA, Tiji M, Leavitt T, Lewis JS, Madabhushi A, Frederick MJ, Sandulache VC. Recurrent Oropharyngeal Squamous Cell Carcinomas Maintain Anti-tumor Immunity and Multinucleation Levels Following Completion of Radiation. Head Neck Pathol 2023; 17:952-960. [PMID: 37995073 PMCID: PMC10739687 DOI: 10.1007/s12105-023-01597-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Accepted: 10/24/2023] [Indexed: 11/24/2023]
Abstract
OBJECTIVE Oropharyngeal squamous cell carcinoma (OPSCC) recurrence is almost universally fatal. Development of effective therapeutic options requires an improved understanding of recurrent OPSCC biology. METHODS We analyzed paired primary-recurrent OPSCC from Veterans treated at the Michael E. DeBakey Veterans Affairs Medical Center between 2000 and 2020 who received curative intent radiation-based treatment (with or without chemotherapy). Patient tumors were analyzed using standard immunohistochemistry and automated imaging of infiltrating lymphocytes and multinucleated tumor cells coupled to machine learning algorithms. RESULTS Primary and recurrent tumors demonstrated high concordance via p16 and p53 immunohistochemistry, with comparable levels of multinucleation. In contrast, recurrent tumors demonstrated significantly higher levels of CD8+ tumor infiltrating lymphocytes (p<0.05) and higher levels of PD-L1 expression (p<0.05). CONCLUSION Exposure to chemo-radiation and recurrence following treatment preserves critical features of intrinsic tumor biology and the tumor immune microenvironment suggesting that novel treatment regimens may be as effective in the salvage setting as in the definitive intent setting.
Collapse
Affiliation(s)
- Patricia Castro
- Department of Pathology & Immunology, Baylor College of Medicine, Houston, TX, USA
| | - Germán Corredor
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
- Louis Stokes Cleveland VA Medical Center, Cleveland, OH, USA
| | - Can Koyuncu
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
| | - Luke A Nordstrom
- Michael E. DeBakey Veterans Affairs Medical Center, ENT Section, Operative Care Line, Houston, TX, USA
| | - Michelle Tiji
- Michael E. DeBakey Veterans Affairs Medical Center, ENT Section, Operative Care Line, Houston, TX, USA
| | - Taylor Leavitt
- Bobby R. Alford Department of Otolaryngology- Head and Neck Surgery, Baylor College of Medicine, 1977 Butler Blvd. 5th Floor, Ste E5.200, Houston, TX, 77030, USA
| | - James S Lewis
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN, USA
- Vanderbilt University Medical Center, Nashville, TN, USA
| | - Anant Madabhushi
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
- Atlanta Veterans Administration Medical Center, Atlanta, GA, USA
| | - Mitchell J Frederick
- Bobby R. Alford Department of Otolaryngology- Head and Neck Surgery, Baylor College of Medicine, 1977 Butler Blvd. 5th Floor, Ste E5.200, Houston, TX, 77030, USA
| | - Vlad C Sandulache
- Michael E. DeBakey Veterans Affairs Medical Center, ENT Section, Operative Care Line, Houston, TX, USA.
- Bobby R. Alford Department of Otolaryngology- Head and Neck Surgery, Baylor College of Medicine, 1977 Butler Blvd. 5th Floor, Ste E5.200, Houston, TX, 77030, USA.
- Center for Translational Research on Inflammatory Diseases, Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, USA.
| |
Collapse
|
13
|
Eichhorn F, Weigert A, Nandigama R, Klotz LV, Wilhelm J, Kriegsmann M, Allgäuer M, Muley T, Christopoulos P, Savai R, Eichhorn ME, Winter H. Prognostic Impact of the Immune-Cell Infiltrate in N1-Positive Non-Small-Cell Lung Cancer. Clin Lung Cancer 2023; 24:706-716.e1. [PMID: 37460340 DOI: 10.1016/j.cllc.2023.06.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 05/29/2023] [Accepted: 06/24/2023] [Indexed: 11/24/2023]
Abstract
INTRODUCTION The tumoral immune milieu plays a crucial role for the development of non-small-cell lung cancer (NSCLC) and may influence individual prognosis. We analyzed the predictive role of immune cell infiltrates after curative lung cancer surgery. MATERIALS AND METHODS The tumoral immune-cell infiltrate from 174 patients with pN1 NSCLC and adjuvant chemotherapy was characterized using immunofluorescence staining. The density and distribution of specific immune cells in tumor center (TU), invasive front (IF) and normal tissue (NORM) were correlated with clinical parameters and survival data. RESULTS Tumor specific survival (TSS) of all patients was 69.9% at 5 years. The density of tumor infiltrating lymphocytes (TIL) was higher in TU and IF than in NORM. High TIL density in TU (low vs. high: 62.0% vs. 86.7%; p = .011) and the presence of cytotoxic T-Lymphocytes (CTLs) in TU and IF were associated with improved TSS (positive vs. negative: 90.6% vs. 64.7% p = .024). High TIL-density correlated with programmed death-ligand 1 expression levels ≥50% (p < .001). Multivariate analysis identified accumulation of TIL (p = .016) and low Treg density (p = .003) in TU as negative prognostic predictors in squamous cell carcinoma (p = .025), whereas M1-like tumor- associated macrophages (p = .019) and high programmed death-ligand 1 status (p = .038) were associated with better survival in adenocarcinoma. CONCLUSION The assessment of specific intratumoral immune cells may serve as a prognostic predictor in pN1 NSCLC. However differences were observed related to adenocarcinoma or squamous cell carcinoma histology. Prospective assessment of the immune-cell infiltrate and further clarification of its prognostic relevance could assist patient selection for upcoming perioperative immunotherapies.
Collapse
Affiliation(s)
- Florian Eichhorn
- Department of Thoracic Surgery, Thoraxklinik, Heidelberg University, Heidelberg, Germany; Translational Lung Research Center, German Center for Lung Research (DZL), Heidelberg, Germany.
| | - Andreas Weigert
- Institute of Biochemistry I, Faculty of Medicine, Goethe-University Frankfurt, Frankfurt, Germany; Frankfurt Cancer Institute (FCI), Goethe University, and German Cancer Consortium (DKTK), Partner Site Frankfurt, Frankfurt, Germany
| | - Rajender Nandigama
- Institute for Lung Health (ILH), Justus Liebig University, Giessen, Germany; Max Planck Institute for Heart and Lung Research, Member of the German Center for Lung Research (DZL), Member of the Cardio-Pulmonary Institute (CPI), Bad Nauheim, Germany
| | - Laura V Klotz
- Department of Thoracic Surgery, Thoraxklinik, Heidelberg University, Heidelberg, Germany; Translational Lung Research Center, German Center for Lung Research (DZL), Heidelberg, Germany
| | - Jochen Wilhelm
- Institute for Lung Health (ILH), Justus Liebig University, Giessen, Germany; Internal Medicine, University of Giessen and Marburg Lung Center, Member of the German Center for Lung Research, Giessen, Germany
| | - Mark Kriegsmann
- Translational Lung Research Center, German Center for Lung Research (DZL), Heidelberg, Germany; Institute of Pathology Wiesbaden, Wiesbaden, Germany
| | - Michael Allgäuer
- Institute of Pathology, Heidelberg University Hospital, Heidelberg, Germany
| | - Thomas Muley
- Translational Lung Research Center, German Center for Lung Research (DZL), Heidelberg, Germany; Section Translational Research (STF), Thoraxklinik, Heidelberg University, Heidelberg, Germany
| | - Petros Christopoulos
- Translational Lung Research Center, German Center for Lung Research (DZL), Heidelberg, Germany; Department of Thoracic Oncology, Thoraxklinik, Heidelberg University Hospital, Heidelberg, Germany
| | - Rajkumar Savai
- Frankfurt Cancer Institute (FCI), Goethe University, and German Cancer Consortium (DKTK), Partner Site Frankfurt, Frankfurt, Germany; Institute for Lung Health (ILH), Justus Liebig University, Giessen, Germany; Max Planck Institute for Heart and Lung Research, Member of the German Center for Lung Research (DZL), Member of the Cardio-Pulmonary Institute (CPI), Bad Nauheim, Germany
| | - Martin E Eichhorn
- Department of Thoracic Surgery, Thoraxklinik, Heidelberg University, Heidelberg, Germany; Translational Lung Research Center, German Center for Lung Research (DZL), Heidelberg, Germany
| | - Hauke Winter
- Department of Thoracic Surgery, Thoraxklinik, Heidelberg University, Heidelberg, Germany; Translational Lung Research Center, German Center for Lung Research (DZL), Heidelberg, Germany
| |
Collapse
|
14
|
Morganti S, Marra A, Gandini S, Ascione L, Ivanova M, Venetis K, Sajjadi E, Zagami P, Giugliano F, Taurelli Salimbeni B, Berton Giachetti PPM, Corti C, De Camilli E, Curigliano G, Fusco N, Criscitiello C. Clinicopathological features and survival outcomes of luminal-like breast tumors with estrogen receptor loss at metastatic recurrence: A case-control study. Eur J Cancer 2023; 195:113397. [PMID: 37890353 DOI: 10.1016/j.ejca.2023.113397] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Revised: 10/17/2023] [Accepted: 10/19/2023] [Indexed: 10/29/2023]
Abstract
INTRODUCTION Estrogen receptor (ER) loss at metastatic relapse occurs in up to 20% of luminal-like primary breast tumors. Data about clinicopathological features associated with ER loss and its prognostic significance are limited. METHODS In a nested-case-control study, we compared clinicopathological characteristics and clinical outcomes between a cohort of 51 patients with primary ER+ /HER2- and paired triple-negative metastasis (LUM-TN) and two control cohorts of paired early-metastatic ER+ /HER2- (LUM-LUM, n = 50) and triple-negative (TN-TN, n = 49) breast cancers. Stromal tumor-infiltrating lymphocytes (TILs) were assessed according to the TILs Working Group recommendations as continuous and discrete variables with cutoffs (20%, 40%). RESULTS LUM-TN tumors had lower ER expression than LUM-LUM tumors, but lower grade and Ki67 than TN-TN cases. Median distant-metastasis free survival was similar for LUM-TN and LUM-LUM cohorts, but significantly longer than in TN-TN cases (log-rank P < 0.001). LUM-TN and TN-TN cohorts had a comparable survival from the time of metastatic recurrence, which was significantly shorter than in patients with LUM-LUM tumors (log-rank P < 0.001). High TILs were associated with worse outcomes in patients with ER loss (P < 0.001). CONCLUSIONS Breast tumors with ER loss at metastatic relapse have intermediate features and outcomes compared with metastatic luminal-like and ab initio triple-negative tumors. Further investigation on the biological mechanisms underpinning the loss of ER expression is ongoing.
Collapse
Affiliation(s)
- Stefania Morganti
- Breast Oncology Center, Dana-Farber Cancer Institute, Boston, MA, USA; Harvard Medical School, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Antonio Marra
- Division of New Drugs and Early Drug Development, European Institute of Oncology IRCCS, Milan, Italy
| | - Sara Gandini
- Department of Experimental Oncology, European Institute of Oncology, IRCCS, Milan, Italy
| | - Liliana Ascione
- Division of New Drugs and Early Drug Development, European Institute of Oncology IRCCS, Milan, Italy; Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Mariia Ivanova
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | | | - Elham Sajjadi
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy; Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Paola Zagami
- Division of New Drugs and Early Drug Development, European Institute of Oncology IRCCS, Milan, Italy; Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Federica Giugliano
- Division of New Drugs and Early Drug Development, European Institute of Oncology IRCCS, Milan, Italy; Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy; INSERM U981 - Molecular Predictors and New Targets in Oncology, PRISM Center for Precision Medicine, Gustave Roussy, Villejuif, France
| | | | - Pier Paolo Maria Berton Giachetti
- Division of New Drugs and Early Drug Development, European Institute of Oncology IRCCS, Milan, Italy; Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Chiara Corti
- Breast Oncology Center, Dana-Farber Cancer Institute, Boston, MA, USA; Harvard Medical School, Boston, MA, USA; Division of New Drugs and Early Drug Development, European Institute of Oncology IRCCS, Milan, Italy; Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Elisa De Camilli
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Giuseppe Curigliano
- Division of New Drugs and Early Drug Development, European Institute of Oncology IRCCS, Milan, Italy; Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | - Nicola Fusco
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy; Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Carmen Criscitiello
- Division of New Drugs and Early Drug Development, European Institute of Oncology IRCCS, Milan, Italy; Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy.
| |
Collapse
|
15
|
Miglietta F, Dieci MV, Giarratano T, Torri V, Giuliano M, Zustovich F, Mion M, Tondini CA, De Rossi C, Bria E, Franchi M, Merlini L, Giannatiempo R, Russo D, Fotia V, Poletti P, Caremoli ER, Arpino MG, De Salvo GL, Zambelli A, Guarneri V. Association of tumor-infiltrating lymphocytes with recurrence score in hormone receptor-positive/HER2-negative breast cancer: Analysis of four prospective studies. Eur J Cancer 2023; 195:113399. [PMID: 37950941 DOI: 10.1016/j.ejca.2023.113399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Revised: 10/16/2023] [Accepted: 10/18/2023] [Indexed: 11/13/2023]
Abstract
BACKGROUND The clinical value of tumor infiltrating lymphocytes (TILs) in hormone receptor-positive (HR+)/HER2- breast cancer (BC) may be unearthed by focusing on more biologically aggressive tumors. Here we deepen and describe the correlation between RS and TILs, proposing an immuno-genomic model for HR+ /HER2- BC. METHODS We enrolled T1-T3, N0-N1 BC patients with available RS® and TILs in the context of four multicenter, prospective studies. RS® and TILs were considered as continuous and categorical variables. RS® was categorized into: 0-10 (low risk), 11-25 (intermediate risk) and 26-100 (high risk); TILs were categorized into: low TILs (0-10%), intermediate TILs (11-59%) and high TILs (60-100%). RESULTS 811 patients were included. RS distribution was (n = 810): low risk 22.0%, intermediate risk 61.2%, high risk 16.8%. TIL distribution was (n = 455): low TILs 84.6%, intermediate TILs 13.6% and high TILs 1.8%. A significant, weak positive, linear correlation was found between continuous TILs and RS (Pearson coefficient=0.223, p < 0.001). When considering RS and TILs categories, tumors with intermediate/high TIL levels significantly enriched the high RS subgroup (p = 0.006). This was confirmed both within Luminal A and Luminal B cohorts. Among high-RS patients, 16.7% of Luminal A and 26.7% of Luminal B tumors had intermediate/high TILs. CONCLUSIONS We observed that RS® and TILs capture only slightly overlapping information on the biology of HR+ /HER2- tumor microenvironment. We demonstrated the feasibility of combining RS and TILs into a composite immuno-genomic model, which may serve the purpose of guiding and focalizing patient selection in the further development of immunotherapy strategies for Luminal-like disease.
Collapse
Affiliation(s)
- Federica Miglietta
- Oncology 2, Istituto Oncologico Veneto IOV-IRCCS, Padova, Italy; Department of Surgery, Oncology and Gastroenterology (DiSCOG), University of Padova, Italy
| | - Maria Vittoria Dieci
- Oncology 2, Istituto Oncologico Veneto IOV-IRCCS, Padova, Italy; Department of Surgery, Oncology and Gastroenterology (DiSCOG), University of Padova, Italy.
| | | | - Valter Torri
- Istituto Di Ricerche Farmacologiche Mario Negri - IRCCS, Milan, Italy
| | - Mario Giuliano
- Department of Clinical Medicine and Surgery, University Federico II, Naples, Italy
| | | | - Marta Mion
- UOC Oncologia, Camposampiero-Cittadella, AULSS6 Camposampiero, Italy
| | | | - Costanza De Rossi
- Medical Oncology Department, ULSS 3 Serenissima, Angel Hospital (Ospedale Dell'Angelo), Mestre and SS Giovanni e Paolo General Hospital, Venezia, Italy
| | - Emilio Bria
- Medical Oncology, Università Cattolica del Sacro Cuore, Rome, Italy; Comprehensive Cancer Center, Fondazione Policlinico Universitario Agostino Gemelli, IRCCS Rome, Italy
| | - Michela Franchi
- Oncology, FROM Fondazione per la Ricerca Ospedale Maggiore, Bergamo, Italy
| | - Laura Merlini
- UOC Oncologia Ospedali Riuniti Padova Sud, Padova, Italy
| | - Rosa Giannatiempo
- UOD di Anatomia Patologica, Ospedale Evangelico Betania, Napoli, Italy
| | - Daniela Russo
- Unit of Pathology, Department of Advanced Biomedical Sciences, University of Naples Federico II, Napoli, Italy
| | - Vittoria Fotia
- Medical Oncology Department, ASST Papa Giovanni XXIII, Bergamo, Italy
| | - Paola Poletti
- Medical Oncology Department, ASST Papa Giovanni XXIII, Bergamo, Italy
| | | | - Maria Grazia Arpino
- Department of Clinical Medicine and Surgery, University Federico II, Naples, Italy
| | - Gian Luca De Salvo
- Unità di ricerca clinica, Istituto Oncologico Veneto IOV-IRCCS, Padova, Italy
| | - Alberto Zambelli
- Medical Oncology Unit, Humanitas Cancer Center - IRCCS, Rozzano, Milano, Italy; Department of Biomedical Sciences, Humanitas University, Pieve Emanuele (Milano), Italy
| | - Valentina Guarneri
- Oncology 2, Istituto Oncologico Veneto IOV-IRCCS, Padova, Italy; Department of Surgery, Oncology and Gastroenterology (DiSCOG), University of Padova, Italy
| |
Collapse
|
16
|
Ahuja S, Khan AA, Zaheer S, Ranga S. Tumor-infiltrating lymphocytes in oral cavity squamous cell carcinoma and its association with clinicopathological parameters. Pathol Res Pract 2023; 251:154882. [PMID: 37898039 DOI: 10.1016/j.prp.2023.154882] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Accepted: 10/07/2023] [Indexed: 10/30/2023]
Abstract
BACKGROUND Oral squamous cell carcinoma is one of the most common cancers of the head and neck region. Tumor-infiltrating lymphocytes are naturally occurring mononuclear cells that infiltrate the tumor microenvironment. The aim of the present study is the evaluation of stromal tumor-infiltrating lymphocytes (TILs) in oral squamous cell carcinoma and its association with clinicopathological parameters like age, gender, site, tumor stage, nodal status, grade, lymphovascular and perineural invasion. MATERIALS A total of 51 patients of oral cavity squamous cell carcinomas who underwent resection were included in the study. Assessment of the stromal TILs was done on sections stained with Hematoxylin and eosin using the scoring criteria proposed by the International Immuno-Oncology Biomarker Working Group. TILs were assessed in percentages as continuous scores and subsequently categorized into low TILs (<20%) and high TILs (≥20%). The association between TILs and clinicopathological parameters was evaluated using the Fischer exact/Chi-square test. RESULTS Among the 51 cases evaluated in the present study, low and high TILs were found in 25.5% and 74.5% of cases respectively. TILs were found to show a significant association with tumor size and lymphovascular invasion. However, no significant association was found with age, gender, nodal status, grade, perineural invasion, and site in the oral cavity. CONCLUSION The evaluation of TILs as proposed by the International Immuno-Oncology Biomarker Working Group is a simple, inexpensive test. Morphological evaluation of TIL can provide valuable prognostic information in oral cavity squamous cell carcinoma cases and can be incorporated as a part of routine histopathological reporting.
Collapse
Affiliation(s)
- Sana Ahuja
- Department of Pathology, Vardhman Mahavir Medical College and Safdarjung Hospital, New Delhi 110029, India
| | - Adil Aziz Khan
- Department of Pathology, Vardhman Mahavir Medical College and Safdarjung Hospital, New Delhi 110029, India
| | - Sufian Zaheer
- Department of Pathology, Vardhman Mahavir Medical College and Safdarjung Hospital, New Delhi 110029, India.
| | - Sunil Ranga
- Department of Pathology, Vardhman Mahavir Medical College and Safdarjung Hospital, New Delhi 110029, India
| |
Collapse
|
17
|
Haraguchi M, Kiyotani K, Tate T, Sakata S, Sagawa R, Takagi S, Nagayama S, Takeuchi K, Takahashi K, Katayama R. Spatiotemporal commonality of the TCR repertoire in a T-cell memory murine model and in metastatic human colorectal cancer. Cancer Immunol Immunother 2023; 72:2971-2989. [PMID: 37270735 DOI: 10.1007/s00262-023-03473-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Accepted: 05/22/2023] [Indexed: 06/05/2023]
Abstract
Immune checkpoint inhibitors (ICIs) have shown superior clinical responses and significantly prolong overall survival (OS) for many types of cancer. However, some patients exhibit long-term OS, whereas others do not respond to ICI therapy at all. To develop more effective and long-lasting ICI therapy, understanding the host immune response to tumors and the development of biomarkers are imperative. In this study, we established an MC38 immunological memory mouse model by administering an anti-PD-L1 antibody and evaluating the detailed characteristics of the immune microenvironment including the T cell receptor (TCR) repertoire. In addition, we found that the memory mouse can be established by surgical resection of residual tumor following anti-PD-L1 antibody treatment with a success rate of > 40%. In this model, specific depletion of CD8 T cells revealed that they were responsible for the rejection of reinoculated MC38 cells. Analysis of the tumor microenvironment (TME) of memory mice using RNA-seq and flow cytometry revealed that memory mice had a quick and robust immune response to MC38 cells compared with naïve mice. A TCR repertoire analysis indicated that T cells with a specific TCR repertoire were expanded in the TME, systemically distributed, and preserved in the host for a long time period. We also identified shared TCR clonotypes between serially resected tumors in patients with colorectal cancer (CRC). Our results suggest that memory T cells are widely preserved in patients with CRC, and the MC38 memory model is potentially useful for the analysis of systemic memory T-cell behavior.
Collapse
Affiliation(s)
- Mizuki Haraguchi
- Division of Experimental Chemotherapy, Cancer Chemotherapy Center, Japanese Foundation for Cancer Research, 3-8-31, Ariake, Koto-Ku, Tokyo, 135-8550, Japan
- Department of Respiratory Medicine, Juntendo University Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-Ku, Tokyo, 113-8421, Japan
| | - Kazuma Kiyotani
- Immunopharmacogenomics Group, Cancer Precision Medicine Center, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Tomohiro Tate
- Immunopharmacogenomics Group, Cancer Precision Medicine Center, Japanese Foundation for Cancer Research, Tokyo, Japan
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Seiji Sakata
- Pathology Project for Molecular Targets, Cancer Institute, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Ray Sagawa
- Division of Experimental Chemotherapy, Cancer Chemotherapy Center, Japanese Foundation for Cancer Research, 3-8-31, Ariake, Koto-Ku, Tokyo, 135-8550, Japan
| | - Satoshi Takagi
- Division of Experimental Chemotherapy, Cancer Chemotherapy Center, Japanese Foundation for Cancer Research, 3-8-31, Ariake, Koto-Ku, Tokyo, 135-8550, Japan
| | - Satoshi Nagayama
- Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
- Department of Gastroenterological Surgery, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
- Department of Surgery, Uji-Tokushukai Medical Center, Kyoto, Japan
| | - Kengo Takeuchi
- Pathology Project for Molecular Targets, Cancer Institute, Japanese Foundation for Cancer Research, Tokyo, Japan
- Division of Pathology, Cancer Institute, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Kazuhisa Takahashi
- Department of Respiratory Medicine, Juntendo University Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-Ku, Tokyo, 113-8421, Japan
| | - Ryohei Katayama
- Division of Experimental Chemotherapy, Cancer Chemotherapy Center, Japanese Foundation for Cancer Research, 3-8-31, Ariake, Koto-Ku, Tokyo, 135-8550, Japan.
- Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo, Tokyo, Japan.
| |
Collapse
|
18
|
Azher ZL, Suvarna A, Chen JQ, Zhang Z, Christensen BC, Salas LA, Vaickus LJ, Levy JJ. Assessment of emerging pretraining strategies in interpretable multimodal deep learning for cancer prognostication. BioData Min 2023; 16:23. [PMID: 37481666 PMCID: PMC10363299 DOI: 10.1186/s13040-023-00338-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Accepted: 07/05/2023] [Indexed: 07/24/2023] Open
Abstract
BACKGROUND Deep learning models can infer cancer patient prognosis from molecular and anatomic pathology information. Recent studies that leveraged information from complementary multimodal data improved prognostication, further illustrating the potential utility of such methods. However, current approaches: 1) do not comprehensively leverage biological and histomorphological relationships and 2) make use of emerging strategies to "pretrain" models (i.e., train models on a slightly orthogonal dataset/modeling objective) which may aid prognostication by reducing the amount of information required for achieving optimal performance. In addition, model interpretation is crucial for facilitating the clinical adoption of deep learning methods by fostering practitioner understanding and trust in the technology. METHODS Here, we develop an interpretable multimodal modeling framework that combines DNA methylation, gene expression, and histopathology (i.e., tissue slides) data, and we compare performance of crossmodal pretraining, contrastive learning, and transfer learning versus the standard procedure. RESULTS Our models outperform the existing state-of-the-art method (average 11.54% C-index increase), and baseline clinically driven models (average 11.7% C-index increase). Model interpretations elucidate consideration of biologically meaningful factors in making prognosis predictions. DISCUSSION Our results demonstrate that the selection of pretraining strategies is crucial for obtaining highly accurate prognostication models, even more so than devising an innovative model architecture, and further emphasize the all-important role of the tumor microenvironment on disease progression.
Collapse
Affiliation(s)
- Zarif L Azher
- Thomas Jefferson High School for Science and Technology, Alexandria, VA, USA
| | - Anish Suvarna
- Thomas Jefferson High School for Science and Technology, Alexandria, VA, USA
| | - Ji-Qing Chen
- Cancer Biology Graduate Program, Dartmouth College Geisel School of Medicine, Hanover, NH, USA
- Program in Quantitative Biomedical Sciences, Dartmouth College Geisel School of Medicine, Hanover, NH, USA
- Department of Epidemiology, Dartmouth College Geisel School of Medicine, Hanover, NH, USA
| | - Ze Zhang
- Program in Quantitative Biomedical Sciences, Dartmouth College Geisel School of Medicine, Hanover, NH, USA
- Department of Epidemiology, Dartmouth College Geisel School of Medicine, Hanover, NH, USA
| | - Brock C Christensen
- Department of Epidemiology, Dartmouth College Geisel School of Medicine, Hanover, NH, USA
- Department of Molecular and Systems Biology, Dartmouth College Geisel School of Medicine, Hanover, NH, USA
- Department of Community and Family Medicine, Dartmouth College Geisel School of Medicine, Hanover, NH, USA
| | - Lucas A Salas
- Department of Epidemiology, Dartmouth College Geisel School of Medicine, Hanover, NH, USA
- Department of Molecular and Systems Biology, Dartmouth College Geisel School of Medicine, Hanover, NH, USA
- Integrative Neuroscience at Dartmouth (IND) Graduate Program, Dartmouth College Geisel School of Medicine, Hanover, NH, USA
| | - Louis J Vaickus
- Emerging Diagnostic and Investigative Technologies, Department of Pathology and Laboratory Medicine, Dartmouth Health, Lebanon, NH, USA
| | - Joshua J Levy
- Program in Quantitative Biomedical Sciences, Dartmouth College Geisel School of Medicine, Hanover, NH, USA.
- Department of Epidemiology, Dartmouth College Geisel School of Medicine, Hanover, NH, USA.
- Emerging Diagnostic and Investigative Technologies, Department of Pathology and Laboratory Medicine, Dartmouth Health, Lebanon, NH, USA.
- Department of Dermatology, Dartmouth Health, Lebanon, NH, USA.
| |
Collapse
|
19
|
Koyuncu CF, Frederick MJ, Thompson LDR, Corredor G, Khalighi S, Zhang Z, Song B, Lu C, Nag R, Sankar Viswanathan V, Gilkey M, Yang K, Koyfman SA, Chute DJ, Castro P, Lewis JS, Madabhushi A, Sandulache VC. Machine learning driven index of tumor multinucleation correlates with survival and suppressed anti-tumor immunity in head and neck squamous cell carcinoma patients. Oral Oncol 2023; 143:106459. [PMID: 37307602 DOI: 10.1016/j.oraloncology.2023.106459] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Revised: 04/28/2023] [Accepted: 06/05/2023] [Indexed: 06/14/2023]
Abstract
OBJECTIVES Matching treatment intensity to tumor biology is critical to precision oncology for head and neck squamous cell carcinoma (HNSCC) patients. We sought to identify biological features of tumor cell multinucleation, previously shown by us to correlate with survival in oropharyngeal (OP) SCC using a machine learning approach. MATERIALS AND METHODS Hematoxylin and eosin images from an institutional OPSCC cohort formed the training set (DTr). TCGA HNSCC patients (oral cavity, oropharynx and larynx/hypopharynx) formed the validation set (DV). Deep learning models were trained in DTr to calculate a multinucleation index (MuNI) score. Gene set enrichment analysis (GSEA) was then used to explore correlations between MuNI and tumor biology. RESULTS MuNI correlated with overall survival. A multivariable nomogram that included MuNI, age, race, sex, T/N stage, and smoking status yielded a C-index of 0.65, and MuNI was prognostic of overall survival (2.25, 1.07-4.71, 0.03), independent of the other variables. High MuNI scores correlated with depletion of effector immunocyte subsets across all HNSCC sites independent of HPV and TP53 mutational status although the correlations were strongest in wild-type TP53 tumors potentially due to aberrant mitotic events and activation of DNA-repair mechanisms. CONCLUSION MuNI is associated with survival in HNSCC across subsites. This may be driven by an association between high levels of multinucleation and a suppressive (potentially exhausted) tumor immune microenvironment. Mechanistic studies examining the link between multinucleation and tumor immunity will be required to characterize biological drivers of multinucleation and their impact on treatment response and outcomes.
Collapse
Affiliation(s)
- Can F Koyuncu
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, United States
| | - Mitchell J Frederick
- Bobby R. Alford Department of Otolaryngology- Head and Neck Surgery, Baylor College of Medicine, Houston, TX, United States
| | | | - Germán Corredor
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, United States
| | - Sirvan Khalighi
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, United States
| | - Zelin Zhang
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, United States
| | - Bolin Song
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, United States
| | - Cheng Lu
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, United States
| | - Reetoja Nag
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, United States
| | - Vidya Sankar Viswanathan
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, United States
| | - Michael Gilkey
- Atlanta Veterans Administration Medical Center, Atlanta, GA, United States
| | - Kailin Yang
- Department of Radiation Oncology, Taussig Cancer Center, Cleveland Clinic Foundation, Cleveland OH, United States
| | - Shlomo A Koyfman
- Department of Radiation Oncology, Taussig Cancer Center, Cleveland Clinic Foundation, Cleveland OH, United States
| | - Deborah J Chute
- Department of Pathology, Cleveland Clinic Foundation, Cleveland, OH, United States
| | - Patricia Castro
- Department of Pathology, Baylor College of Medicine, Houston, TX, United States
| | - James S Lewis
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN, United States; Department of Otolaryngology - Head and Neck Surgery, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Anant Madabhushi
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, United States; Atlanta Veterans Administration Medical Center, Atlanta, GA, United States.
| | - Vlad C Sandulache
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, United States; ENT Section, Operative Care Line, Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, United States; Center for Translational Research on Inflammatory Diseases, Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX, United States.
| |
Collapse
|
20
|
Veneroni MV, Festa BM, Costantino A, Spriano G, Mercante G, De Virgilio A, Di Tommaso L. Prognostic Impact of Tumor Immune Microenvironment and Its Predictive Role in Salivary Gland Cancer. Head Neck Pathol 2023; 17:515-527. [PMID: 36723850 PMCID: PMC10293532 DOI: 10.1007/s12105-023-01528-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Accepted: 01/09/2023] [Indexed: 02/02/2023]
Abstract
BACKGROUND Recently, many studies have investigated the role of tumor immune microenvironment (TIME) in carcinogenesis, highlighting its relation to both tumor regression and progression. In particular, the "inflammatory system", made of innate and adaptive immune cells, interacts with cancer cells and their surrounding stroma. In this setting, the aim of this review is to summarize the current literature regarding the TIME of major salivary gland carcinomas (MSGCs), with particular attention on the characteristics and prognostic role of tumor infiltrating lymphocytes (TILs), the mechanisms that lead to TILs exhaustion and the important additional immune infiltrating factors that help SGC progression or remission. METHODS A comprehensive literature search was performed concerning published articles on the role of TIME in MSGCs. RESULTS In this work we summarize the advancing knowledge on TIME in SGCs by demonstrating the key prognostic and/or predictive value of specific immune features. CONCLUSION From the analysis of the current 'status of the art' it clearly emerges a need for precise, unambiguous phenotyping of immune cell populations, as well as a more thorough understanding of the frequencies and interactions of multiple immune cell types inside the TIME and their spatial localization (intratumoral vs. stromal).
Collapse
Affiliation(s)
- Maria Vittoria Veneroni
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini, 4, 20090, Pieve Emanuele, MI, Italy
| | - Bianca Maria Festa
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini, 4, 20090, Pieve Emanuele, MI, Italy
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, MI, Italy
| | - Andrea Costantino
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini, 4, 20090, Pieve Emanuele, MI, Italy
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, MI, Italy
| | - Giuseppe Spriano
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini, 4, 20090, Pieve Emanuele, MI, Italy
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, MI, Italy
| | - Giuseppe Mercante
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini, 4, 20090, Pieve Emanuele, MI, Italy
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, MI, Italy
| | - Armando De Virgilio
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini, 4, 20090, Pieve Emanuele, MI, Italy.
- Otorhinolaryngology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, MI, Italy.
| | - Luca Di Tommaso
- Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini, 4, 20090, Pieve Emanuele, MI, Italy
- Pathology Unit, IRCCS Humanitas Research Hospital, Via Manzoni 56, Rozzano, MI, Italy
| |
Collapse
|
21
|
Rezapour A, Rydbeck D, Byvald F, Tasselius V, Danielsson G, Angenete E, Yrlid U. A type I interferon footprint in pre-operative biopsies is an independent biomarker that in combination with CD8 + T cell quantification can improve the prediction of response to neoadjuvant treatment of rectal adenocarcinoma. Oncoimmunology 2023; 12:2209473. [PMID: 37180638 PMCID: PMC10173792 DOI: 10.1080/2162402x.2023.2209473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Revised: 04/26/2023] [Accepted: 04/27/2023] [Indexed: 05/16/2023] Open
Abstract
Tailored treatment for patients with rectal cancer requires clinically available markers to predict their response to neoadjuvant treatment. The quantity of tumor-infiltrating lymphocytes (TILs) in pre-operative tumor biopsies has been suggested to predict a favorable response, but opposing results exist. A biopsy-adapted Immunoscore (ISB) based on TILs has recently emerged as a promising predictor of tumor regression and prognosis in (colo)rectal cancer. We aimed to refine the ISB for prediction of response using multiplex immunofluorescence (mIF) on pre-operative rectal cancer biopsies. We combined the distribution and density of conventional T cell subsets and γδT cells with a type I Interferon (IFN)-driven response assessed using Myxovirus resistance protein A (MxA) expression. We found that pathological complete response (pCR) following neoadjuvant treatment was associated with type I IFN. Stratification of patients according to the density of CD8+ in the entire tumor tissue and MxA+ cells in tumor stroma, where equal weight was assigned to both parameters, resulted in improved predictive quality compared to the ISB. This novel stratification approach using these two independent parameters in pre-operative biopsies could potentially aid in identifying patients with a good chance of achieving a pCR following neoadjuvant treatment.
Collapse
Affiliation(s)
- Azar Rezapour
- Department of Microbiology and Immunology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Daniel Rydbeck
- Department of Surgery, Region Västra Götaland, Sahlgrenska University Hospital/Östra, Gothenburg, Sweden
- Department of Surgery, SSORG - Scandinavian Surgical Outcomes Research Group, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Fabian Byvald
- Department of Microbiology and Immunology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Viktor Tasselius
- Department of Surgery, SSORG - Scandinavian Surgical Outcomes Research Group, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Department of Public Health and Community Medicine, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Gustaf Danielsson
- Department of Clinical Pathology and Genetics, Region Västra Götaland, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Eva Angenete
- Department of Surgery, Region Västra Götaland, Sahlgrenska University Hospital/Östra, Gothenburg, Sweden
- Department of Surgery, SSORG - Scandinavian Surgical Outcomes Research Group, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Ulf Yrlid
- Department of Microbiology and Immunology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| |
Collapse
|
22
|
Verdicchio M, Brancato V, Cavaliere C, Isgrò F, Salvatore M, Aiello M. A pathomic approach for tumor-infiltrating lymphocytes classification on breast cancer digital pathology images. Heliyon 2023; 9:e14371. [PMID: 36950640 PMCID: PMC10025040 DOI: 10.1016/j.heliyon.2023.e14371] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Revised: 03/03/2023] [Accepted: 03/03/2023] [Indexed: 03/11/2023] Open
Abstract
Background and objectives The detection of tumor-infiltrating lymphocytes (TILs) could aid in the development of objective measures of the infiltration grade and can support decision-making in breast cancer (BC). However, manual quantification of TILs in BC histopathological whole slide images (WSI) is currently based on a visual assessment, thus resulting not standardized, not reproducible, and time-consuming for pathologists. In this work, a novel pathomic approach, aimed to apply high-throughput image feature extraction techniques to analyze the microscopic patterns in WSI, is proposed. In fact, pathomic features provide additional information concerning the underlying biological processes compared to the WSI visual interpretation, thus providing more easily interpretable and explainable results than the most frequently investigated Deep Learning based methods in the literature. Methods A dataset containing 1037 regions of interest with tissue compartments and TILs annotated on 195 TNBC and HER2+ BC hematoxylin and eosin (H&E)-stained WSI was used. After segmenting nuclei within tumor-associated stroma using a watershed-based approach, 71 pathomic features were extracted from each nucleus and reduced using a Spearman's correlation filter followed by a nonparametric Wilcoxon rank-sum test and least absolute shrinkage and selection operator. The relevant features were used to classify each candidate nucleus as either TILs or non-TILs using 5 multivariable machine learning classification models trained using 5-fold cross-validation (1) without resampling, (2) with the synthetic minority over-sampling technique and (3) with downsampling. The prediction performance of the models was assessed using ROC curves. Results 21 features were selected, with most of them related to the well-known TILs properties of having regular shape, clearer margins, high peak intensity, more homogeneous enhancement and different textural pattern than other cells. The best performance was obtained by Random-Forest with ROC AUC of 0.86, regardless of resampling technique. Conclusions The presented approach holds promise for the classification of TILs in BC H&E-stained WSI and could provide support to pathologists for a reliable, rapid and interpretable clinical assessment of TILs in BC.
Collapse
Affiliation(s)
| | - Valentina Brancato
- IRCCS SYNLAB SDN, Via E. Gianturco 113, Naples, 80143, Italy
- Corresponding author.
| | - Carlo Cavaliere
- IRCCS SYNLAB SDN, Via E. Gianturco 113, Naples, 80143, Italy
| | - Francesco Isgrò
- Department of Electrical Engineering and Information Technologies, University of Naples Federico II, Claudio 21, Naples, 80125, Italy
| | - Marco Salvatore
- IRCCS SYNLAB SDN, Via E. Gianturco 113, Naples, 80143, Italy
| | - Marco Aiello
- IRCCS SYNLAB SDN, Via E. Gianturco 113, Naples, 80143, Italy
| |
Collapse
|
23
|
Yang YL, Song YM, Xue HQ, Sun H, Li YQ, Qian XL, Jiao J, Li KP, Zhang H, Guo XJ. [Pathological features and immune microenvironment in HER-2 intratumoral heterogeneous breast cancers]. Zhonghua Zhong Liu Za Zhi 2023; 45:165-9. [PMID: 36781238 DOI: 10.3760/cma.j.cn112152-20201027-00939] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 02/15/2023]
Abstract
Objective: To observe the clinical pathology features, and immune microenvironment of HER-2 intratumoral heterogeneity breast cancer. Methods: Thirty cases of HER-2 intratumoral heterogeneous breast cancer were retrospectively analyzed in Tianjin Medical University Cancer Institute and Hospital from November 2017 to June 2020. HER-2 expression was detected by immunohistochemistry and verified by dual color silver-enhanced in-situ hybridization (D-SISH). HER-2 intratumoral positive and negative regions were divided. The pathological characteristics, subtype, and the level of tumor infiltrating lymphocytes (TILs) and the expression of programmed cell death-ligand 1 (PD-L1) were evaluated respectively. Results: The proportion of HER-2 positive cells of the breast cancer ranged from 10% to 90%. The pathological type was mainly invasive non-special typecarcinoma. Six cases presented different pathological types between HER-2 positive and negative regions. The HER-2-positive areas included 2 cases of carcinoma with apocrine differentiation, and the negative areas included 2 cases of invasive micropapillary carcinoma, 1 case of invasive papillary carcinoma, and 1 case of carcinoma with apocrine differentiation. In HER-2 positive regions, 17 cases were Luminal B and 13 cases were HER-2 overexpressed types. There were 22 cases of Luminal B and 8 cases of triple negative tumors in the HER-2 negative areas. The levels of TILs in HER-2 positive and negative areas accounted for 53.3% (16/30) and 26.7% (8/30), respectively, with a statistically significant difference (P=0.035). The positive expression of PD-L1 in HER-2 positive area and HER-2 negative area were 6 cases and 9 cases, respectively. Among 8 cases with HER-2 negative regions containing triple negative components, 4 cases were positive for PD-L1 expression. Conclusions: In the case of HER-2 intratumoral heterogeneity, it is necessary to pay attention to both HER-2 positive and negative regions, and evaluate subtype separately as far as possible. For HER-2 intratumoral heterogeneous breast cancer containing triple negative components, the treatment mode can be optimized by refining the intratumoral expression of PD-L1.
Collapse
|
24
|
Rasha F, Boligala GP, Yang MV, Martinez-Marin D, Castro-Piedras I, Furr K, Snitman A, Khan SY, Brandi L, Castro M, Khan H, Jahan N, Almodovar S, Melkus MW, Pruitt K, Layeequr Rahman R. Dishevelled 2 regulates cancer cell proliferation and T cell mediated immunity in HER2-positive breast cancer. BMC Cancer 2023; 23:172. [PMID: 36809986 PMCID: PMC9942370 DOI: 10.1186/s12885-023-10647-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Accepted: 02/14/2023] [Indexed: 02/24/2023] Open
Abstract
BACKGROUND Dishevelled paralogs (DVL1, 2, 3) are key mediators of Wnt pathway playing a role in constitutive oncogenic signaling influencing the tumor microenvironment. While previous studies showed correlation of β-catenin with T cell gene expression, little is known about the role of DVL2 in modulating tumor immunity. This study aimed to uncover the novel interaction between DVL2 and HER2-positive (HER2+) breast cancer (BC) in regulating tumor immunity and disease progression. METHODS DVL2 loss of function studies were performed with or without a clinically approved HER2 inhibitor, Neratinib in two different HER2+ BC cell lines. We analyzed RNA (RT-qPCR) and protein (western blot) expression of classic Wnt markers and performed cell proliferation and cell cycle analyses by live cell imaging and flow cytometry, respectively. A pilot study in 24 HER2+ BC patients was performed to dissect the role of DVL2 in tumor immunity. Retrospective chart review on patient records and banked tissue histology were performed. Data were analyzed in SPSS (version 25) and GraphPad Prism (version 7) at a significance p < 0.05. RESULTS DVL2 regulates the transcription of immune modulatory genes involved in antigen presentation and T cell maintenance. DVL2 loss of function down regulated mRNA expression of Wnt target genes involved in cell proliferation, migration, invasion in HER2+ BC cell lines (±Neratinib). Similarly, live cell proliferation and cell cycle analyses reveal that DVL2 knockdown (±Neratinib) resulted in reduced proliferation, higher growth arrest (G1), limited mitosis (G2/M) compared to non-targeted control in one of the two cell lines used. Analyses on patient tissues who received neoadjuvant chemotherapy (n = 14) further demonstrate that higher DVL2 expression at baseline biopsy pose a significant negative correlation with % CD8α levels (r = - 0.67, p < 0.05) while have a positive correlation with NLR (r = 0.58, p < 0.05), where high NLR denotes worse cancer prognosis. These results from our pilot study reveal interesting roles of DVL2 proteins in regulating tumor immune microenvironment and clinical predictors of survival in HER2+ BC. CONCLUSION Our study demonstrates potential immune regulatory role of DVL2 proteins in HER2+ BC. More in-depth mechanistic studies of DVL paralogs and their influence on anti-tumor immunity may provide insight into DVLs as potential therapeutic targets benefiting BC patients.
Collapse
Affiliation(s)
- Fahmida Rasha
- grid.416992.10000 0001 2179 3554Department of Immunology and Molecular Microbiology, Texas Tech University Health Sciences Center, 3601 4th Street, Lubbock, TX 79430 USA
| | - Geetha Priya Boligala
- grid.416992.10000 0001 2179 3554Department of Immunology and Molecular Microbiology, Texas Tech University Health Sciences Center, 3601 4th Street, Lubbock, TX 79430 USA ,grid.416992.10000 0001 2179 3554Depart of Cell Biology and Biochemistry, Texas Tech University Health Sciences Center, Lubbock, TX USA
| | - Mingxiao V. Yang
- grid.416992.10000 0001 2179 3554Department of Immunology and Molecular Microbiology, Texas Tech University Health Sciences Center, 3601 4th Street, Lubbock, TX 79430 USA
| | - Dalia Martinez-Marin
- grid.416992.10000 0001 2179 3554Department of Immunology and Molecular Microbiology, Texas Tech University Health Sciences Center, 3601 4th Street, Lubbock, TX 79430 USA ,grid.416992.10000 0001 2179 3554Depart of Cell Biology and Biochemistry, Texas Tech University Health Sciences Center, Lubbock, TX USA
| | - Isabel Castro-Piedras
- grid.416992.10000 0001 2179 3554Department of Immunology and Molecular Microbiology, Texas Tech University Health Sciences Center, 3601 4th Street, Lubbock, TX 79430 USA
| | - Kathryn Furr
- grid.416992.10000 0001 2179 3554Department of Immunology and Molecular Microbiology, Texas Tech University Health Sciences Center, 3601 4th Street, Lubbock, TX 79430 USA
| | - Annie Snitman
- grid.416992.10000 0001 2179 3554Department of Surgery, Texas Tech University Health Sciences Center, School of Medicine, 3601 4th Street, Lubbock, TX 79430 USA
| | - Sonia Y. Khan
- grid.416992.10000 0001 2179 3554Department of Surgery, Texas Tech University Health Sciences Center, School of Medicine, 3601 4th Street, Lubbock, TX 79430 USA ,grid.416992.10000 0001 2179 3554Breast Center of Excellence, Texas Tech University Health Sciences Center, Lubbock, TX USA
| | - Luis Brandi
- grid.416992.10000 0001 2179 3554Department of Pathology, Texas Tech University Health Sciences Center, Lubbock, TX USA
| | - Maribel Castro
- grid.416992.10000 0001 2179 3554Department of Surgery, Texas Tech University Health Sciences Center, School of Medicine, 3601 4th Street, Lubbock, TX 79430 USA
| | - Hafiz Khan
- grid.416992.10000 0001 2179 3554Department of Public Health, Julia Jones Matthews, Texas Tech University Health Sciences Center, Lubbock, TX USA
| | - Nusrat Jahan
- grid.416992.10000 0001 2179 3554Department of Medicine, Texas Tech University Health Sciences Center, Lubbock, TX USA
| | - Sharilyn Almodovar
- grid.416992.10000 0001 2179 3554Department of Immunology and Molecular Microbiology, Texas Tech University Health Sciences Center, 3601 4th Street, Lubbock, TX 79430 USA
| | - Michael W. Melkus
- grid.416992.10000 0001 2179 3554Department of Surgery, Texas Tech University Health Sciences Center, School of Medicine, 3601 4th Street, Lubbock, TX 79430 USA ,grid.416992.10000 0001 2179 3554Breast Center of Excellence, Texas Tech University Health Sciences Center, Lubbock, TX USA
| | - Kevin Pruitt
- Department of Immunology and Molecular Microbiology, Texas Tech University Health Sciences Center, 3601 4th Street, Lubbock, TX, 79430, USA. .,Depart of Cell Biology and Biochemistry, Texas Tech University Health Sciences Center, Lubbock, TX, USA.
| | - Rakhshanda Layeequr Rahman
- Depart of Cell Biology and Biochemistry, Texas Tech University Health Sciences Center, Lubbock, TX, USA. .,Department of Surgery, Texas Tech University Health Sciences Center, School of Medicine, 3601 4th Street, Lubbock, TX, 79430, USA. .,Breast Center of Excellence, Texas Tech University Health Sciences Center, Lubbock, TX, USA.
| |
Collapse
|
25
|
Mutka M, Joensuu K, Eray M, Heikkilä P. Quantities of CD3+, CD8+ and CD56+ lymphocytes decline in breast cancer recurrences while CD4+ remain similar. Diagn Pathol 2023; 18:3. [PMID: 36627701 PMCID: PMC9830729 DOI: 10.1186/s13000-022-01278-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Accepted: 12/19/2022] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Much is known about tumor infiltrating lymphocytes (Tils) in primary breast cancer, as this has been the focus of much research in recent years, but regarding recurrent breast cancer, only few studies have been done. Our aim was to compare the quantities of Tils in primary breast carcinomas and their corresponding recurrences and to analyze the differences in the tumor Tils compositions in correlations with recurrence-free times and the clinicopathology of the tumor. METHODS One hundred thirty-seven breast cancer patients self-paired for primary- tumor-recurrence were divided into three groups based on the length of the recurrence-free interval. H&E-staining and immunohistochemical staining with antiCD3, antiCD4, antiCD8 and antiCD56 were performed. Differences in Tils between primaries and recurrences, between the recurrence-free interval groups, and between different clinicopathologic parameters were statistically analyzed. RESULTS Fewer stromal CD3+, CD8+ and CD56+ lymphocytes were found at recurrences compared to the primaries. No significant change in the percentage of CD4+ stromal lymphocytes. ER-negative primaries, PR-negative or HER2-positive tumors had more Tils in some subgroups. Ductal primaries had more Tils than lobular primaries and G3 tumors had more Tils than lower-grade tumors. The corresponding differences at recurrences could either not be detected or they were reversed. The fastest recurring group had generally more Tils than the slower groups. CONCLUSIONS CD4+ cell numbers did not decline from primary to recurrence in contrast to all other subclasses of lymphocytes. The proportion of CD4+ cells was higher in recurrences than in primaries. Tumors with a higher grade and proliferation rate had higher percentages of Tils. HER2+ and hormone receptor negative tumors tended to have higher Tils scores. In recurrences these differences were not seen or they were reversed.
Collapse
Affiliation(s)
- Minna Mutka
- grid.7737.40000 0004 0410 2071Department of Pathology, HUSLAB, Helsinki University Hospital and University of Helsinki, FIN-00290 Helsinki, Finland
| | - Kristiina Joensuu
- grid.7737.40000 0004 0410 2071University of Helsinki, FIN-00290 Helsinki, Finland
| | - Mine Eray
- grid.7737.40000 0004 0410 2071Department of Pathology, HUSLAB, Helsinki University Hospital and University of Helsinki, FIN-00290 Helsinki, Finland
| | - Päivi Heikkilä
- grid.7737.40000 0004 0410 2071Department of Pathology, HUSLAB, Helsinki University Hospital and University of Helsinki, FIN-00290 Helsinki, Finland
| |
Collapse
|
26
|
Castoldi A, Lee J, de Siqueira Carvalho D, Souto FO. CD8 + T cell metabolic changes in breast cancer. Biochim Biophys Acta Mol Basis Dis 2023; 1869:166565. [PMID: 36220587 DOI: 10.1016/j.bbadis.2022.166565] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Revised: 08/22/2022] [Accepted: 10/03/2022] [Indexed: 11/05/2022]
Abstract
Immunometabolism has advanced our understanding of how the cellular environment and nutrient availability regulates immune cell fate. Not only are metabolic pathways closely tied to cell signaling and differentiation, but can induce different subsets of immune cells to adopt unique metabolic programs, influencing disease progression. Dysregulation of immune cell metabolism plays an essential role in the progression of several diseases including breast cancer (BC). Metabolic reprogramming plays a critical role in regulating T cell functions. CD8+ T cells are an essential cell type within the tumor microenvironment (TME). To induce antitumor responses, CD8+ T cells need to adapt their metabolism to fulfill their energy requirement for effective function. However, different markers and immunologic techniques have made identifying specific CD8+ T cells subtypes in BC a challenge to the field. This review discusses the immunometabolic processes of CD8+ T cell in the TME in the context of BC and highlights the role of CD8+ T cell metabolic changes in tumor progression.
Collapse
Affiliation(s)
- Angela Castoldi
- Instituto Keizo Asami, Universidade Federal de Pernambuco, Recife, Brazil; Núcleo de Ciências da Vida, Centro Acadêmico do Agreste, Universidade Federal de Pernambuco, Caruaru, Brazil; Programa de Pós-Graduação em Biologia Aplicada à Saúde, Universidade Federal de Pernambuco, Recife, Brazil.
| | - Jennifer Lee
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, 330 Brookline Avenue, Boston, MA 02215, USA
| | | | - Fabrício Oliveira Souto
- Instituto Keizo Asami, Universidade Federal de Pernambuco, Recife, Brazil; Núcleo de Ciências da Vida, Centro Acadêmico do Agreste, Universidade Federal de Pernambuco, Caruaru, Brazil; Programa de Pós-Graduação em Biologia Aplicada à Saúde, Universidade Federal de Pernambuco, Recife, Brazil
| |
Collapse
|
27
|
Mark J, Fisher DT, Kim M, Emmons T, Khan ANMN, Alqassim E, Singel K, Mistarz A, Lugade A, Zhan H, Yu H, Segal B, Lele S, Frederick P, Kozbor D, Skitzki J, Odunsi K. Carboplatin enhances lymphocyte-endothelial interactions to promote CD8(+) T cell trafficking into the ovarian tumor microenvironment. Gynecol Oncol 2023; 168:92-9. [PMID: 36410228 DOI: 10.1016/j.ygyno.2022.11.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2022] [Revised: 10/16/2022] [Accepted: 11/01/2022] [Indexed: 11/19/2022]
Abstract
OBJECTIVES Standard chemotherapy agents, including carboplatin, have known immunogenic properties. We sought to determine how carboplatin may influence lymphocyte trafficking to tumor sites. METHODS Murine models of ovarian cancer were utilized to examine lymphocyte trafficking with common clinically used agents including carboplatin, anti-PD-1 antibody, or anti-VEGFR-2 antibody. Adhesion interactions of lymphocytes with tumor vasculature were measured using intravital microscopy, lymphocyte homing with immunohistochemistry, and treatment groups followed for overall survival. RESULTS Carboplatin chemotherapy profoundly alters the tumor microenvironment to promote lymphocyte adhesive interactions with tumor vasculature and resultant improvement in lymphocyte trafficking. The measured results seen with carboplatin in the tumor microenvironment were superior to anti-PD-1 treatment or anti-VEGFR-2 which may have contributed to increased overall survival in carboplatin treated groups. CONCLUSIONS These novel findings suggest a role for chemotherapeutic agents to broadly influence anti-tumor immune responses beyond the induction of immunogenic tumor cell death.
Collapse
|
28
|
Zuo YH, Gao WN, Xie YJ, Yang SY, Zhou JT, Liang HH, Fan XX. Tumor PKCδ instigates immune exclusion in EGFR-mutated non-small cell lung cancer. BMC Med 2022; 20:470. [PMID: 36482371 PMCID: PMC9733210 DOI: 10.1186/s12916-022-02670-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Accepted: 11/18/2022] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND The recruitment of a sufficient number of immune cells to induce an inflamed tumor microenvironment (TME) is a prerequisite for effective response to cancer immunotherapy. The immunological phenotypes in the TME of EGFR-mutated lung cancer were characterized as non-inflamed, for which immunotherapy is largely ineffective. METHODS Global proteomic and phosphoproteomic data from lung cancer tissues were analyzed aiming to map proteins related to non-inflamed TME. The ex vivo and in vivo studies were carried out to evaluate the anti-tumor effect. Proteomics was applied to identify the potential target and signaling pathways. CRISPR-Cas9 was used to knock out target genes. The changes of immune cells were monitored by flow cytometry. The correlation between PKCδ and PD-L1 was verified by clinical samples. RESULTS We proposed that PKCδ, a gatekeeper of immune homeostasis with kinase activity, is responsible for the un-inflamed phenotype in EGFR-mutated lung tumors. It promotes tumor progression by stimulating extracellular matrix (ECM) and PD-L1 expression which leads to immune exclusion and assists cancer cell escape from T cell surveillance. Ablation of PKCδ enhances the intratumoral penetration of T cells and suppresses the growth of tumors. Furthermore, blocking PKCδ significantly sensitizes the tumor to immune checkpoint blockade (ICB) therapy (αPD-1) in vitro and in vivo model. CONCLUSIONS These findings revealed that PKCδ is a critical switch to induce inflamed tumors and consequently enhances the efficacy of ICB therapy in EGFR-mutated lung cancer. This opens a new avenue for applying immunotherapy against recalcitrant tumors.
Collapse
Affiliation(s)
- Yi-Han Zuo
- Dr. Neher's Biophysics Laboratory for Innovative Drug Discovery, State Key Laboratory of Quality Research in Chinese Medicine, Macau University of Science and Technology, Macau, China.,Department of Cardiology, Harvard Medical School, Boston, MA, USA
| | - Wei-Na Gao
- Dr. Neher's Biophysics Laboratory for Innovative Drug Discovery, State Key Laboratory of Quality Research in Chinese Medicine, Macau University of Science and Technology, Macau, China.,Department of Chemistry, Southern University of Science and Technology, Shenzhen, Guangdong, China
| | - Ya-Jia Xie
- Dr. Neher's Biophysics Laboratory for Innovative Drug Discovery, State Key Laboratory of Quality Research in Chinese Medicine, Macau University of Science and Technology, Macau, China
| | - Sheng-Yong Yang
- State Key Laboratory of Biotherapy and Cancer Center, West China Hospital, West China Medical School, Sichuan University, Chengdu, China
| | - Jin-Tai Zhou
- TianJin Medical University General Hospital, Tianjin, China
| | - Hai-Hai Liang
- Department of Pharmacology, College of Pharmacy, Harbin Medical University, Harbin, Heilongjiang, China.
| | - Xing-Xing Fan
- Dr. Neher's Biophysics Laboratory for Innovative Drug Discovery, State Key Laboratory of Quality Research in Chinese Medicine, Macau University of Science and Technology, Macau, China.
| |
Collapse
|
29
|
Asad S, Damicis A, Heng YJ, Kananen K, Collier KA, Adams EJ, Kensler KH, Baker GM, Wesolowski R, Sardesai S, Gatti-Mays M, Ramaswamy B, Eliassen AH, Hankinson SE, Tabung FK, Tamimi RM, Stover DG. Association of body mass index and inflammatory dietary pattern with breast cancer pathologic and genomic immunophenotype in the nurses' health study. Breast Cancer Res 2022; 24:78. [PMID: 36376974 PMCID: PMC9661734 DOI: 10.1186/s13058-022-01573-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2022] [Accepted: 11/01/2022] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Breast tumor immune infiltration is clearly associated with improved treatment response and outcomes in breast cancer. However, modifiable patient factors associated with breast cancer immune infiltrates are poorly understood. The Nurses' Health Study (NHS) offers a unique cohort to study immune gene expression in tumor and adjacent normal breast tissue, immune cell-specific immunohistochemistry (IHC), and patient exposures. We evaluated the association of body mass index (BMI) change since age 18, physical activity, and the empirical dietary inflammatory pattern (EDIP) score, all implicated in systemic inflammation, with immune cell-specific expression scores. METHODS This population-based, prospective observational study evaluated 882 NHS and NHSII participants diagnosed with invasive breast cancer with detailed exposure and gene expression data. Of these, 262 women (training cohort) had breast tumor IHC for four classic immune cell markers (CD8, CD4, CD20, and CD163). Four immune cell-specific scores were derived via lasso regression using 105 published immune expression signatures' association with IHC. In the remaining 620 patient evaluation cohort, we evaluated association of each immune cell-specific score as outcomes, with BMI change since age 18, physical activity, and EDIP score as predictors, using multivariable-adjusted linear regression. RESULTS Among women with paired expression/IHC data from breast tumor tissue, we identified robust correlation between novel immune cell-specific expression scores and IHC. BMI change since age 18 was positively associated with CD4+ (β = 0.16; p = 0.009), and CD163 novel immune scores (β = 0.14; p = 0.04) in multivariable analyses. In other words, for each 10 unit (kg/m2) increase in BMI, the percentage of cells positive for CD4 and CD163 increased 1.6% and 1.4%, respectively. Neither physical activity nor EDIP was significantly associated with any immune cell-specific expression score in multivariable analyses. CONCLUSIONS BMI change since age 18 was positively associated with novel CD4+ and CD163+ cell scores in breast cancer, supporting further study of the effect of modifiable factors like weight gain on the immune microenvironment.
Collapse
Affiliation(s)
- Sarah Asad
- Division of Medical Oncology, Stefanie Spielman Comprehensive Breast Center, Ohio State University Comprehensive Cancer Center, Biomedical Research Tower, Room 984, Columbus, OH, 43210, USA
| | - Adrienne Damicis
- Division of Medical Oncology, Stefanie Spielman Comprehensive Breast Center, Ohio State University Comprehensive Cancer Center, Biomedical Research Tower, Room 984, Columbus, OH, 43210, USA
| | - Yujing J Heng
- Department of Pathology, Beth Israel Deaconess Medical Center, Boston, MA, 02215, USA
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, 02115, USA
| | - Kathryn Kananen
- Division of Medical Oncology, Stefanie Spielman Comprehensive Breast Center, Ohio State University Comprehensive Cancer Center, Biomedical Research Tower, Room 984, Columbus, OH, 43210, USA
| | - Katharine A Collier
- Division of Medical Oncology, Stefanie Spielman Comprehensive Breast Center, Ohio State University Comprehensive Cancer Center, Biomedical Research Tower, Room 984, Columbus, OH, 43210, USA
| | - Elizabeth J Adams
- Division of Medical Oncology, Stefanie Spielman Comprehensive Breast Center, Ohio State University Comprehensive Cancer Center, Biomedical Research Tower, Room 984, Columbus, OH, 43210, USA
- Northwestern Feinberg School of Medicine, Chicago, IL, 60611, USA
| | - Kevin H Kensler
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, 02115, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, 02115, USA
| | - Gabrielle M Baker
- Department of Pathology, Beth Israel Deaconess Medical Center, Boston, MA, 02215, USA
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, 02115, USA
| | - Robert Wesolowski
- Division of Medical Oncology, Stefanie Spielman Comprehensive Breast Center, Ohio State University Comprehensive Cancer Center, Biomedical Research Tower, Room 984, Columbus, OH, 43210, USA
| | - Sagar Sardesai
- Division of Medical Oncology, Stefanie Spielman Comprehensive Breast Center, Ohio State University Comprehensive Cancer Center, Biomedical Research Tower, Room 984, Columbus, OH, 43210, USA
| | - Margaret Gatti-Mays
- Division of Medical Oncology, Stefanie Spielman Comprehensive Breast Center, Ohio State University Comprehensive Cancer Center, Biomedical Research Tower, Room 984, Columbus, OH, 43210, USA
| | - Bhuvaneswari Ramaswamy
- Division of Medical Oncology, Stefanie Spielman Comprehensive Breast Center, Ohio State University Comprehensive Cancer Center, Biomedical Research Tower, Room 984, Columbus, OH, 43210, USA
| | - A Heather Eliassen
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, 02115, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, 02115, USA
| | - Susan E Hankinson
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, 02115, USA
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, 02115, USA
- Department of Biostatistics and Epidemiology, University of Massachusetts School of Public Health and Health Sciences, Amherst, MA, 01003, USA
| | - Fred K Tabung
- Division of Medical Oncology, Stefanie Spielman Comprehensive Breast Center, Ohio State University Comprehensive Cancer Center, Biomedical Research Tower, Room 984, Columbus, OH, 43210, USA
- Division of Epidemiology, College of Public Health, Ohio State University, Columbus, OH, 43210, USA
- Ohio State University College of Medicine, Columbus, OH, 43210, USA
| | - Rulla M Tamimi
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, 02115, USA
- Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, 10065, USA
| | - Daniel G Stover
- Division of Medical Oncology, Stefanie Spielman Comprehensive Breast Center, Ohio State University Comprehensive Cancer Center, Biomedical Research Tower, Room 984, Columbus, OH, 43210, USA.
- Department of Biomedical Informatics, Ohio State University, Columbus, OH, 43210, USA.
| |
Collapse
|
30
|
Mohammadi Y, Ahmadvand S, Mirtalebi M, Ashraf MJ, Khademi B, Ghaderi A. CD45RO+TILs: cellular biomarkers for larynx squamous cell carcinoma outcome. Braz J Otorhinolaryngol 2022; 88 Suppl 4:S133-S142. [PMID: 36319566 DOI: 10.1016/j.bjorl.2022.09.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 09/22/2022] [Accepted: 10/06/2022] [Indexed: 12/24/2022] Open
Abstract
OBJECTIVE The prognostic importance of Tumor-Infiltrating Lymphocytes (TILs) in the tumor microenvironment of various cancers is increasingly recognized. In the present study, we aimed to investigate the prognostic value of CD3+, CD4+, CD8+, and CD45RO + TILs and their relation to histopathological features in larynx squamous cell carcinoma. METHODS Formalin-Fixed and Paraffin-Embedded (FFPE) samples from 63 primary larynx squamous cell carcinoma patients were immunostained for CD3, CD4, CD8, and CD45RO expression. Positive cells in micrographs from Invasive Margin (IM) and Tumor Center (CT) of tissue specimens counted by ImageJ software and their correlation with disease outcome were analyzed. RESULTS The expression level of TILs subpopulations was associated with clinicopathological markers as well as Overall Survival (OS) and Disease-Free Survival (DFS). In multivariate analysis, high frequency of CD45RO + cells in IM were confirmed as an independent prognostic marker for DFS (p = 0.007, HR = 4.968) and OS (p = 0.007, HR = 4.957). Similar findings were observed in the multivariate analysis of the combined frequency of CD45RO+cells in IM and CT. CONCLUSION TILs are associated with patients clinicopathological features. Also, our findings indicate that CD45RO + TILs are a valuable marker for risk prediction in larynx SCC and could predict patients' outcomes.
Collapse
Affiliation(s)
- Yousef Mohammadi
- Shiraz University of Medical Sciences, School of Medicine, Department of Immunology, Shiraz, Iran; Shiraz University of Medical Sciences, School of Medicine, Shiraz Institute for Cancer Research, Shiraz, Iran
| | - Simin Ahmadvand
- Shiraz University of Medical Sciences, School of Medicine, Shiraz Institute for Cancer Research, Shiraz, Iran
| | - Maryam Mirtalebi
- Shiraz University of Medical Sciences, School of Medicine, Department of Pathology, Shiraz, Iran
| | - Mohammad Javad Ashraf
- Shiraz University of Medical Sciences, School of Medicine, Department of Pathology, Shiraz, Iran
| | - Bijan Khademi
- Shiraz University of Medical Sciences, Otolaryngology Research Center, Department of Otorhinolaryngology, Shiraz, Iran
| | - Abbas Ghaderi
- Shiraz University of Medical Sciences, School of Medicine, Department of Immunology, Shiraz, Iran; Shiraz University of Medical Sciences, School of Medicine, Shiraz Institute for Cancer Research, Shiraz, Iran.
| |
Collapse
|
31
|
Li S, Zhang Y, Zhang P, Xue S, Chen Y, Sun L, Yang R. Predictive and prognostic values of tumor infiltrating lymphocytes in breast cancers treated with neoadjuvant chemotherapy: A meta-analysis. Breast 2022; 66:97-109. [PMID: 36219945 PMCID: PMC9550538 DOI: 10.1016/j.breast.2022.10.001] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Revised: 08/11/2022] [Accepted: 10/03/2022] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND This meta-analysis assessed the predictive and prognostic value of tumor infiltrating lymphocytes (TILs) in neoadjuvant chemotherapy (NACT) treated breast cancer and an optimal threshold for predicting pathologic complete response (pCR). METHODS A systematic search of PubMed, EMBASE and Web of Science electronic databases was conducted to identify eligible studies published before April 2022. Either a fixed or random effects model was applied to estimate the pooled hazard ratio (HR) and odds ratio (OR) for prognosis and predictive values of TILs in breast cancer patients treated with NACT. The study is registered with PROSPERO (CRD42020221521). RESULTS A total of 29 published studies were eligible. Increased levels of TILs predicted response to NACT in HER2 positive breast cancer (OR = 2.54 95%CI, 1.50-4.29) and triple negative breast cancer (TNBC) (OR = 3.67, 95%CI, 1.93-6.97), but not for hormone receptor (HR) positive breast cancer (OR = 1.68, 95 %CI, 0.67-4.25). A threshold of 20% of H & E-stained TILs was associated with prediction of pCR in both HER2 positive breast cancer (P = 0.035) and TNBC (P = 0.001). Moreover, increased levels of TILs (either iTILs or sTILs) were associated with survival benefit in HER2-positive breast cancer and TNBC. However, an increased level of TILs was not a prognostic factor for survival in HR positive breast cancer (pooled HR = 0.64, 95%CI: 0.03-14.1, P = 0.78). CONCLUSIONS Increased levels of TILs were associated with increased rates of response to NACT and improved prognosis for the molecular subtypes of TNBC and HER2-positive breast cancer, but not for patients with HR positive breast cancer. A threshold of 20% TILs was the most powerful outcome prognosticator of pCR.
Collapse
Affiliation(s)
- Shiqi Li
- Department of Pharmacy Administration, School of Business Administration, Shenyang Pharmaceutical University, Shenyang, China
| | - Ying Zhang
- Department of Clinical Pharmacy, School of Life Sciences and Biopharmaceuticals, Shenyang Pharmaceutical University, Shenyang, China
| | - Peigen Zhang
- Department of Pharmacy Administration, School of Business Administration, Shenyang Pharmaceutical University, Shenyang, China
| | - Shuijing Xue
- Department of Pharmacy Administration, School of Business Administration, Shenyang Pharmaceutical University, Shenyang, China
| | - Yu Chen
- Department of Pharmacy Administration, School of Business Administration, Shenyang Pharmaceutical University, Shenyang, China
| | - Lihua Sun
- Department of Pharmacy Administration, School of Business Administration, Shenyang Pharmaceutical University, Shenyang, China,Corresponding author. Department of pharmacy administration, School of Business Administration, Shenyang Pharmaceutical University, 103 Wen hua Road, Shenyang, 110016, Liaoning Province, PR China.
| | - Rui Yang
- Clinical Pharmacology Laboratory, The Second Affiliated Hospital, Liaoning University of Traditional Chinese Medicine, Shenyang, 110034, China
| |
Collapse
|
32
|
Peterko AC, Rajković-Molek K, Gulić T, Vujaklija DV, Lovasić IB, Lovasić F, Mustać E, Avirović M. HSP70 In triple negative breast cancer: Prognostic value and clinical significance. Pathol Res Pract 2022; 238:154127. [PMID: 36174439 DOI: 10.1016/j.prp.2022.154127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Revised: 09/10/2022] [Accepted: 09/13/2022] [Indexed: 12/01/2022]
Abstract
BACKGROUND Triple-negative breast cancer (TNBC) has the worst prognosis and the highest immunogenic potential of all breast cancer subtypes. It is characterized by a lack of estrogen and progesterone receptors as well as HER2. A major component of the tumor microenvironment (TME) of TNBC is tumor-infiltrating lymphocytes (TILs). A chaperone heat shock protein 70 (HSP70) is involved in several pathways that enable tumour growth and progression, as well as in immune modulation. METHODS Immunohistochemical analysis of HSP70 expression in immune cells, as well as expression of immunosuppressive markers CTLA4 and PD-L1 and major TILs components: CD8, CD4 and Tregs were analyzed in the superficial and deep tumor layer of primary TNBC and compared with established clinicopathological parameters. Clinical data and surgical tissue samples from 68 TNBC patients who underwent initial surgery were included in the analysis and 36 control samples from benign breast tissue biopsies. RESULTS A higher expression of TILs, CD4, CD8 and PD-L1 was found in the invasive tumor front (ITF), as compared to the tumor center (TC) (p < 0001). HSP70 positive immune cells (HSP70(+) IC) in TC were associated with adverse clinical and pathological markers: higher stage of disease (P = 0.013), higher grade (P = 0.05) and a higher pN status (P < 0.001). In addition, higher expression of HSP70(+) IC from TC was correlated with the higher expression of FOXP3(+)T cells both in ITF (N = 61, rho=0.42, p < 0.001) and in metastatic tissue from the draining lymph nodes (N = 13, rho=0.61, P = 0.026). CONCLUSION Correlations between HSP70 immune cells expression and individual TILs components support the hypothesis of its active role in inducing immunosuppression and tumor progression. Routine determination of HSP70 expression, in immune cells of TC, may be of added value in the clinical decision-making process concerning axillary surgery.
Collapse
Affiliation(s)
- Ana Car Peterko
- Clinical Hospital Center Rijeka, Department of General Surgery and Surgical Oncology, Rijeka, Croatia
| | - Koraljka Rajković-Molek
- Clinical Hospital Center Rijeka, Clinical Department of Pathology and Cytology, Rijeka, Croatia.
| | - Tamara Gulić
- University of Rijeka, Faculty of Medicine, Department of Physiology Immunology and Pathophysiology, Rijeka, Croatia
| | | | - Ingrid Belac Lovasić
- Clinical Hospital Center Rijeka, Clinical Department of Radiotherapy and Oncology, Rijeka, Croatia
| | - Franjo Lovasić
- Clinical Hospital Center Rijeka, Department of General Surgery and Surgical Oncology, Rijeka, Croatia
| | - Elvira Mustać
- Clinical Hospital Center Rijeka, Clinical Department of Pathology and Cytology, Rijeka, Croatia
| | - Manuela Avirović
- Clinical Hospital Center Rijeka, Clinical Department of Pathology and Cytology, Rijeka, Croatia; University of Rijeka, Faculty of Medicine, Department of Pathology, Rijeka, Croatia
| |
Collapse
|
33
|
Lasvergnas J, Naigeon M, Chouahnia K, Zelek L, Chaput N, Duchemann B. Adoptive cell therapies in thoracic malignancies. Cancer Immunol Immunother 2022; 71:2077-98. [PMID: 35129636 DOI: 10.1007/s00262-022-03142-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2021] [Accepted: 12/27/2021] [Indexed: 12/22/2022]
Abstract
Immunotherapy has gained great interest in thoracic malignancies in the last decade, first in non-small cell lung cancer (NSCLC), but also more recently in small-cell lung cancer (SCLC) and malignant pleural mesothelioma (MPM). However, while 15-20% of patients will greatly benefit from immune checkpoint blockers (ICBs), a vast majority will rapidly exhibit resistance. Reasons for this are multiple: non-immunogenic tumors, immunosuppressive tumor microenvironment or defects in immune cells trafficking to the tumor sites being some of the most frequent. Current progress in adoptive cell therapies could offer a way to overcome these hurdles and bring effective immune cells to the tumor site. In this review, we discuss advantages, limits and future perspectives of adoptive cell therapy (ACT) in thoracic malignancies from lymphokine-activated killer cells (LAK), cytokine-induced killer cells (CIK), natural killer cells (NK), dendritic cells (DC) vaccines and tumor-infiltrating lymphocytes (TILs) to TCR engineering and CARs. Trials are still in their early phases, and while there may still be many limitations to overcome, a combination of these different approaches with ICBs, chemotherapy and/or radiotherapy could vastly improve the way we treat thoracic cancers.
Collapse
|
34
|
Carloni R, Rizzo A, Ricci AD, Federico AD, De Luca R, Guven DC, Yalcin S, Brandi G. Targeting tumor microenvironment for cholangiocarcinoma: Opportunities for precision medicine. Transl Oncol 2022; 25:101514. [PMID: 35977458 PMCID: PMC9396390 DOI: 10.1016/j.tranon.2022.101514] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Revised: 08/01/2022] [Accepted: 08/03/2022] [Indexed: 11/27/2022] Open
Abstract
CCA has a dismal prognosis, and it is usually diagnosed in advanced stage for which available treatments have limited efficacy. CCA TME presents an abundant desmoplastic stroma and exhibits a high heterogeneity. TME plays a central role in cancer development and in the resistance to treatments. Treatments targeting the TME in association with cytotoxic agents could represent a promising therapeutic strategy.
Systemic treatments (e.g., chemotherapy and targeted therapies) have limited efficacy for patients with locally advanced – unresectable – and metastatic cholangiocarcinoma (CCA), with an overall survival of less than a year. Tumor microenvironment (TME) represents the ecosystem surrounding the tumor which comprises immune cells, fibroblasts, endothelial cells, and a wide range of soluble factors. CCA TME is characterized by an abundant desmoplastic stroma, exhibits a high heterogeneity and it plays a central role in cancer onset and progression. There is growing evidence suggesting that it is possible to target TME in association with other treatment modalities, such as cytotoxic chemotherapy or targeted therapies, paving the way to possible combination strategies with a synergistic effect. Herein, we describe the components of CCA TME – such as cancer-associated fibroblasts and other cells of pivotal importance - with their most relevant interactions, focusing on the preclinical rationale for the development of effective anticancer treatments.
Collapse
Affiliation(s)
- Riccardo Carloni
- Department of Specialized, Experimental and Diagnostic Medicine, University of Bologna, Via Giuseppe Massarenti, 9, Bologna 40138, Italy; Division of Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Via Albertoni, 15, Bologna 40138, Italy
| | - Alessandro Rizzo
- Struttura Semplice Dipartimentale di Oncologia Medica per la Presa in Carico Globale del Paziente Oncologico "Don Tonino Bello", I.R.C.C.S. Istituto Tumori "Giovanni Paolo II", Viale Orazio Flacco 65, Bari 70124, Italy.
| | - Angela Dalia Ricci
- Medical Oncology Unit, National Institute of Gastroenterology, "Saverio de Bellis" Research Hospital, Castellana Grotte, Italy
| | - Alessandro Di Federico
- Department of Specialized, Experimental and Diagnostic Medicine, University of Bologna, Via Giuseppe Massarenti, 9, Bologna 40138, Italy; Division of Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Via Albertoni, 15, Bologna 40138, Italy
| | - Raffaele De Luca
- Department of Surgical Oncology, IRCCS Istituto Tumori " Giovanni Paolo ", Bari, Italy
| | - Deniz Can Guven
- Department of Medical Oncology, Hacettepe University Cancer Institute, Ankara, Turkey
| | - Suayib Yalcin
- Department of Medical Oncology, Hacettepe University Cancer Institute, Ankara, Turkey
| | - Giovanni Brandi
- Department of Specialized, Experimental and Diagnostic Medicine, University of Bologna, Via Giuseppe Massarenti, 9, Bologna 40138, Italy; Division of Medical Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Via Albertoni, 15, Bologna 40138, Italy
| |
Collapse
|
35
|
Mutka M, Virtakoivu R, Joensuu K, Hollmén M, Heikkilä P. Clever-1 positive macrophages in breast cancer. Breast Cancer Res Treat 2022; 195:237-248. [PMID: 35917053 PMCID: PMC9464734 DOI: 10.1007/s10549-022-06683-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Accepted: 07/06/2022] [Indexed: 11/28/2022]
Abstract
Purpose Common Lymphatic Endothelial and Vascular Endothelial Receptor 1 (Clever-1) is expressed by a subset of immunosuppressive macrophages and targeting the receptor with therapeutic antibodies has been shown to activate T-cell-mediated anti-cancer immunity. The aim of this research was to study Clever-1 expression in breast cancer. Specifically, how Clever-1 + macrophages correlate with clinicopathologic factors, Tumor Infiltrating Lymphocytes (TILs) and prognosis. Methods Tissue microarray blocks were made from 373 primary breast cancer operation specimens. Hematoxylin and Eosin (H&E-staining) and immunohistochemical staining with Clever-1, CD3, CD4 and CD8 antibodies were performed. Differences in quantities of Clever-1 + macrophages and TILs were analyzed. Clever-1 + cell numbers were correlated with 25-year follow-up survival data and with breast cancer clinicopathologic parameters. Results Low numbers of intratumoral Clever-1 + cells were found to be an independent adverse prognostic sign. Increased numbers of Clever-1 + cells were found in high grade tumors and hormone receptor negative tumors. Tumors that had higher amounts of Clever-1 + cells also tended to have higher amounts of TILs. Conclusion The association of intratumoral Clever-1 + macrophages with better prognosis might stem from the function of Clever as a scavenger receptor that modulates tumor stroma. The association of Clever-1 + macrophages with high number of TILs and better prognosis indicates that immunosuppression by M2 macrophages is not necessarily dampening adaptive immune responses but instead keeping them in control to avoid excess inflammation.
Collapse
Affiliation(s)
- Minna Mutka
- Department of Pathology, HUSLAB, Helsinki University Hospital and University of Helsinki, N00290, Helsinki, Finland.
| | | | | | - Maija Hollmén
- MediCity Research Laboratory, University of Turku, Turku, Finland
| | - Päivi Heikkilä
- Department of Pathology, HUSLAB, Helsinki University Hospital and University of Helsinki, N00290, Helsinki, Finland
| |
Collapse
|
36
|
Presti D, Dall'Olio FG, Besse B, Ribeiro JM, Di Meglio A, Soldato D. Tumor infiltrating lymphocytes (TILs) as a predictive biomarker of response to checkpoint blockers in solid tumors: a systematic review. Crit Rev Oncol Hematol 2022;:103773. [PMID: 35917885 DOI: 10.1016/j.critrevonc.2022.103773] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Revised: 07/05/2022] [Accepted: 07/29/2022] [Indexed: 11/20/2022] Open
Abstract
Immunotherapy is a standard of care in many solid tumors but many patients derive limited benefit from it. There is increasing interest toward tumor infiltrating lymphocytes (TILs) since their presence may be related with good outcomes from treatment with immune checkpoint blockers. We aimed at systematically reviewing existing evidence about the role of TILs as possible predictors of response to immunotherapy in solid tumors. We reviewed 1193 records published from January 2010 until December 2021. Associations between TILs and outcomes were observed mainly in melanoma and breast cancer. Overall survival and overall response rate for advanced disease and pathological complete response for early-phase tumors were the most commonly assessed endpoints. No definitive conclusion can be drawn on the predictive role of TILs. Additional studies, exploiting data from prospective, randomized clinical trials should further evaluate TILs also with the aim of identifying standard cut-off to differentiate between high and low TILs.
Collapse
|
37
|
Yin G, Guo W, Liu H, Huang Z, Chen X. Characteristics of tumor infiltrating lymphocytes in sinonasal mucosal melanoma and prognosis for patients. Curr Probl Cancer 2022; 46:100878. [PMID: 35752137 DOI: 10.1016/j.currproblcancer.2022.100878] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 05/01/2022] [Accepted: 05/23/2022] [Indexed: 11/03/2022]
Abstract
The significance of tumor infiltrating lymphocytes (TILs) in melanoma has been studied for a long time, but, to date, there has been insufficient research on TILs in sinonasal mucosal melanoma. The purpose of this study was to analyze the correlation between TILs and prognosis for Chinese patients with sinonasal mucosal melanoma, and to clarify the significance of TILs in prognosis. As a retrospective cohort study, 44 cases of malignant melanoma in head and neck mucosa were studied by immunohistochemical staining. The correlation between TIL classification (immune cell infiltration types), CD3, CD4, CD8, CD20, CD45, CD56, and CD68 positive cells, disease progression and prognosis for survival was analyzed. By pairing various factors, RNA sequencing and xCell analysis were performed in another 8 patients with different prognoses to further verify the expression of immune cell subsets in these patients. Immunohistochemistry and cell counting showed that the TIL classification and content of CD3, CD4, CD8, CD20, CD45, CD56, and CD68 positive cells were independent factors influencing progression-free survival, but there was no clear correlation with overall survival. RNA sequencing and xCell immunocyte analysis further confirmed the role of TILs in the prediction of disease progression. CD8+ T cells and natural killer T cells were highly expressed in patients with no disease progression, while Th2 T cells, macrophages and M2 macrophages were highly expressed in patients with disease progression. TILs can be used to predict the prognosis for patients with sinonasal mucosal melanoma. Different degrees and distributions of immune cell infiltration influence disease progression in patients with sinonasal mucosal melanoma. Patients with a diffuse distribution and a high density of infiltrating cells have a better prognosis. A high expression of CD8+ T cells and natural killer T cells, which have an immune killing effect, are beneficial in controlling progression of the disease.
Collapse
Affiliation(s)
- Gaofei Yin
- Department of Otolaryngology Head and Neck Surgery, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Wei Guo
- Department of Otolaryngology Head and Neck Surgery, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Hongfei Liu
- Department of Otolaryngology Head and Neck Surgery, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Zhigang Huang
- Department of Otolaryngology Head and Neck Surgery, Beijing Tongren Hospital, Capital Medical University, Beijing, China.
| | - Xiaohong Chen
- Department of Otolaryngology Head and Neck Surgery, Beijing Tongren Hospital, Capital Medical University, Beijing, China.
| |
Collapse
|
38
|
Meirelles AL, Kurc T, Saltz J, Teodoro G. Effective active learning in digital pathology: A case study in tumor infiltrating lymphocytes. Comput Methods Programs Biomed 2022; 220:106828. [PMID: 35500506 DOI: 10.1016/j.cmpb.2022.106828] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Revised: 04/09/2022] [Accepted: 04/19/2022] [Indexed: 06/14/2023]
Abstract
BACKGROUND AND OBJECTIVE Deep learning methods have demonstrated remarkable performance in pathology image analysis, but they require a large amount of annotated training data from expert pathologists. The aim of this study is to minimize the data annotation need in these analyses. METHODS Active learning (AL) is an iterative approach to training deep learning models. It was used in our context with a Tumor Infiltrating Lymphocytes (TIL) classification task to minimize annotation. State-of-the-art AL methods were evaluated with the TIL application and we have proposed and evaluated a more efficient and effective AL acquisition method. The proposed method uses data grouping based on imaging features and model prediction uncertainty to select meaningful training samples (image patches). RESULTS An experimental evaluation with a collection of cancer tissue images shows that: (i) Our approach reduces the number of patches required to attain a given AUC as compared to other approaches, and (ii) our optimization (subpooling) leads to AL execution time improvement of about 2.12×. CONCLUSIONS This strategy enabled TIL based deep learning analyses using smaller annotation demand. We expect this approach may be used to build other analyses in digital pathology with fewer training samples.
Collapse
Affiliation(s)
- André Ls Meirelles
- Department of Computer Science, University of Brasília, Brasília, 70910-900, Brazil
| | - Tahsin Kurc
- Biomedical Informatics Department, Stony Brook University, Stony Brook, 11794-8322, USA
| | - Joel Saltz
- Biomedical Informatics Department, Stony Brook University, Stony Brook, 11794-8322, USA
| | - George Teodoro
- Department of Computer Science, Universidade Federal de Minas Gerais, Belo Horizonte, 31270-901, Brazil.
| |
Collapse
|
39
|
Muscatello LV, Avallone G, Brunetti B, Bacci B, Foschini MP, Sarli G. Standardized approach for evaluating tumor infiltrating lymphocytes in canine mammary carcinoma: Spatial distribution and score as relevant features of tumor malignancy. Vet J 2022; 283-284:105833. [PMID: 35489672 DOI: 10.1016/j.tvjl.2022.105833] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Revised: 04/22/2022] [Accepted: 04/24/2022] [Indexed: 12/09/2022]
Abstract
Neoplastic cells, through immunoediting mechanisms, can establish a state of immunosuppression to evade host immune defenses. The aims of this study were: (1) to validate a standard method for assessing tumor infiltrating lymphocytes (TILs) in canine mammary carcinoma by applying international human breast cancer guidelines; (2) to investigate if the TIL population was composed of a subset of regulatory T lymphocytes (Tregs); and (3) to evaluate the relationship between the number of TILs and Tregs and the biological behavior of the tumors. One hundred and twenty-nine canine mammary tumors were retrospectively selected for this study. Histological diagnosis, grading and histological evaluation of TILs was performed on hematoxylin and eosin-stained sections. TILs were evaluated using a three-tier semiquantitative method, previously validated in human medicine, based on the percentage of TILs (0-10%, 11-40% and 41-90%). Lymphocyte immunophenotype was confirmed by CD3 and CD79, while an anti-FoxP3 antibody was used to determine the presence of Tregs. The number of stromal TILs and invasive front TILs significantly correlated with each other (P<0.0001) and increased with increasing histological grade (P=0.002 and P=0.004, respectively). A subset of TILs was composed of FOXP3+ Tregs. Stromal Tregs and invasive front Tregs were associated with stromal TILs and invasive front TILs (P=0.03; P=0.01 and P=0.003; P=0.007, respectively). In conclusion, in canine mammary carcinomas, an increased number of stromal and invasive front TILs is associated with increased malignancy and significant increase of Tregs that could lead to immunosuppression and evasion of the host immune system.
Collapse
Affiliation(s)
- L V Muscatello
- Department of Veterinary Medical Sciences, University of Bologna, via Tolara di Sopra 50, 40064, Ozzano dell'Emilia, Italy
| | - G Avallone
- Department of Veterinary Medical Sciences, University of Bologna, via Tolara di Sopra 50, 40064, Ozzano dell'Emilia, Italy
| | - B Brunetti
- Department of Veterinary Medical Sciences, University of Bologna, via Tolara di Sopra 50, 40064, Ozzano dell'Emilia, Italy.
| | - B Bacci
- Department of Veterinary Medical Sciences, University of Bologna, via Tolara di Sopra 50, 40064, Ozzano dell'Emilia, Italy
| | - M P Foschini
- Department of Biomedical and Neuromotor Sciences, University of Bologna, via Altura 3, 40139, Bologna, Italy
| | - G Sarli
- Department of Veterinary Medical Sciences, University of Bologna, via Tolara di Sopra 50, 40064, Ozzano dell'Emilia, Italy
| |
Collapse
|
40
|
Chen SMY, Popolizio V, Woolaver RA, Ge H, Krinsky AL, John J, Danis E, Ke Y, Kramer Y, Bian L, Nicklawsky AG, Gao D, Liu S, Chen Z, Wang XJ, Wang JH. Differential responses to immune checkpoint inhibitor dictated by pre-existing differential immune profiles in squamous cell carcinomas caused by same initial oncogenic drivers. J Exp Clin Cancer Res 2022; 41:123. [PMID: 35366939 PMCID: PMC8976353 DOI: 10.1186/s13046-022-02337-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/31/2021] [Accepted: 03/20/2022] [Indexed: 01/14/2023]
Abstract
BACKGROUND While immune checkpoint inhibitors (ICI) were approved for head and neck squamous cell carcinomas (HNSCCs), the response rate remains relatively low. Mechanisms underlying ICI unresponsiveness versus sensitivity are not fully understood. METHOD To better delineate differential responses to ICI treatment, we employed mouse SCC models, termed KPPA tumors that were caused by deleting p53 and hyperactivating PIK3CA, two most frequently mutated genes in human HNSCCs. We transplanted two KPPA tumor lines (TAb2 versus TCh3) into C57BL/6 recipients and examined the immune tumor microenvironment using flow cytometry. Furthermore, we employed single-cell RNA sequencing to identify the difference in tumor infiltrating lymphocytes (TILs). RESULTS We found that different KPPA tumors exhibited heterogeneous immune profiles pre-existing treatment that dictated their sensitivity or unresponsiveness to anti-PD-L1. Unresponsive TAb2 tumors were highly enriched with functional tumor-associated macrophages (TAMs), especially M2-TAMs. In contrast, sensitive TCh3 tumors contained more CD8 TILs with better effector functions. TAb2 tumor cells drastically expanded F4/80+ TAMs from bone marrow precursors, requiring CSF1 and VEGF. Consistently, a higher combined expression of VEGF-C and CSF1 predicts worse survival in PIK3CAAmp/TP53Mutated HNSCC patients. Unresponsive TAb2 tumors upregulated distinct signaling pathways that correlate with aggressive tumor phenotypes. While anti-PD-L1 did not affect the TME of TAb2 tumors, it significantly increased the number of CD8 TILs in TCh3 tumors. CONCLUSIONS We uncovered tumor-intrinsic differences that may underlie the differential responses to ICI by establishing and employing two SCC tumor lines, TAb2 vs. TCh3, both of which harbor TP53 deletion and PIK3CA hyperactivation. Our study indicates the limitation of stratifying cancers according to their genetic alterations and suggests that evaluating HNSCC tumor-intrinsic cues along with immune profiles in the TME may help better predict ICI responses. Our experimental models may provide a platform for pinpointing tumor-intrinsic differences underlying an immunosuppressive TME in HNSCCs and for testing combined immunotherapies targeting either tumor-specific or TAM-specific players to improve ICI efficacy.
Collapse
Affiliation(s)
- Samantha M. Y. Chen
- grid.430503.10000 0001 0703 675XDepartment of Immunology and Microbiology, University of Colorado Anschutz Medical Campus, School of Medicine, Aurora, CO 80045 USA ,grid.430503.10000 0001 0703 675XDepartment of Pathology, University of Colorado Anschutz Medical Campus, School of Medicine, Aurora, CO 80045 USA
| | - Vince Popolizio
- grid.430503.10000 0001 0703 675XDepartment of Immunology and Microbiology, University of Colorado Anschutz Medical Campus, School of Medicine, Aurora, CO 80045 USA
| | - Rachel A. Woolaver
- grid.430503.10000 0001 0703 675XDepartment of Immunology and Microbiology, University of Colorado Anschutz Medical Campus, School of Medicine, Aurora, CO 80045 USA
| | - Huaibin Ge
- grid.21925.3d0000 0004 1936 9000UPMC Hillman Cancer Center, Division of Hematology and Oncology, Department of Medicine, University of Pittsburgh, Pittsburgh, PA 15213 USA
| | - Alexandra L. Krinsky
- grid.430503.10000 0001 0703 675XDepartment of Immunology and Microbiology, University of Colorado Anschutz Medical Campus, School of Medicine, Aurora, CO 80045 USA
| | - Jessy John
- grid.21925.3d0000 0004 1936 9000UPMC Hillman Cancer Center, Division of Hematology and Oncology, Department of Medicine, University of Pittsburgh, Pittsburgh, PA 15213 USA
| | - Etienne Danis
- grid.430503.10000 0001 0703 675XDepartment of Pharmacology, University of Colorado Anschutz Medical Campus, School of Medicine, Aurora, CO 80045 USA
| | - Yao Ke
- grid.430503.10000 0001 0703 675XDepartment of Pathology, University of Colorado Anschutz Medical Campus, School of Medicine, Aurora, CO 80045 USA
| | - Yonatan Kramer
- grid.430503.10000 0001 0703 675XDepartment of Immunology and Microbiology, University of Colorado Anschutz Medical Campus, School of Medicine, Aurora, CO 80045 USA ,grid.430503.10000 0001 0703 675XDepartment of Pathology, University of Colorado Anschutz Medical Campus, School of Medicine, Aurora, CO 80045 USA
| | - Li Bian
- grid.430503.10000 0001 0703 675XDepartment of Pathology, University of Colorado Anschutz Medical Campus, School of Medicine, Aurora, CO 80045 USA
| | - Andrew G. Nicklawsky
- grid.430503.10000 0001 0703 675XDepartment of Pediatrics and Department of Biostatistics and Informatics, Cancer Center Biostatistics Core, University of Colorado Anschutz Medical Campus, School of Medicine, Aurora, CO 80045 USA
| | - Dexiang Gao
- grid.430503.10000 0001 0703 675XDepartment of Pediatrics and Department of Biostatistics and Informatics, Cancer Center Biostatistics Core, University of Colorado Anschutz Medical Campus, School of Medicine, Aurora, CO 80045 USA
| | - Silvia Liu
- grid.21925.3d0000 0004 1936 9000Department of Pathology, School of Medicine, University of Pittsburgh, Pittsburgh, PA 15213 USA
| | - Zhangguo Chen
- grid.21925.3d0000 0004 1936 9000UPMC Hillman Cancer Center, Division of Hematology and Oncology, Department of Medicine, University of Pittsburgh, Pittsburgh, PA 15213 USA
| | - Xiao-jing Wang
- grid.430503.10000 0001 0703 675XDepartment of Pathology, University of Colorado Anschutz Medical Campus, School of Medicine, Aurora, CO 80045 USA
| | - Jing H. Wang
- grid.21925.3d0000 0004 1936 9000UPMC Hillman Cancer Center, Division of Hematology and Oncology, Department of Medicine, University of Pittsburgh, Pittsburgh, PA 15213 USA
| |
Collapse
|
41
|
Qureshi HA, Zhu X, Yang GH, Steadele M, Pierce RH, Futran ND, Lee SM, Méndez E, Houghton AM. Impact of HPV status on immune responses in head and neck squamous cell carcinoma. Oral Oncol 2022; 127:105774. [PMID: 35219073 DOI: 10.1016/j.oraloncology.2022.105774] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Revised: 02/10/2022] [Accepted: 02/13/2022] [Indexed: 01/01/2023]
Abstract
The main objective of our study was to understand the impact of immune cell composition and the tumor-reactivity of tumor infiltrating lymphocytes (TIL) in HPV-positive (HPV+) and HPV-negative (HPV-) head and neck squamous cell carcinoma (HNSCC). TIL cultures were established from primary HNSCC tumors, the T cell subsets were phenotypically characterized using flow cytometry, and Interferon (IFN)-γ ELISA assay was used to determine TIL function. NanoString Immune Profiler was used to determine an immune signature by HPV-status, and multiplex immunohistochemistry (MIHC) was used to quantify immune cell distributions and their spatial relationships. Results showed that HPV+ and HPV- HNSCC had similar capacity to expand IFN-γ reactive TIL populations, and these TIL populations had similar characteristics. NanoString analysis revealed increased differential expression of genes related to B cell functions in HPV+ HNSCC, which were significant at a Benjamini-Yekutieli adjusted p-value of < 0.001. MIHC also displayed increased CD8+ T cell and CD19/CD20+ B cell densities in the tumor region of HPV+ HNSCC as opposed to HPV- HNSCC (p < 0.01). Increases in a combined metric of tumor B cell content and stromal plasma cell content was associated with increased progression-free survival in HPV- HNSCC patients treated with immune checkpoint inhibitor therapy (p = 0.03). In summary, TIL populations expanded from HPV+ and HPV- HNSCC displayed similar IFN-γ reactivity. However, we identified a strong B-cell signature present within HPV+ HNSCC, and higher B and plasma cell content associated with improved PFS in HPV- HNSCC patients treated with immune checkpoint inhibitors.
Collapse
Affiliation(s)
- Hannan A Qureshi
- Department of Otolaryngology-Head and Neck Surgery, University of Washington, Seattle, WA, United States; Clinical Research Division, Fred Hutchinson Cancer Research Division, Seattle, WA, United States
| | - Xiaodong Zhu
- Clinical Research Division, Fred Hutchinson Cancer Research Division, Seattle, WA, United States
| | - Grace H Yang
- Clinical Research Division, Fred Hutchinson Cancer Research Division, Seattle, WA, United States
| | - Melissa Steadele
- Clinical Research Division, Fred Hutchinson Cancer Research Division, Seattle, WA, United States
| | - Robert H Pierce
- Clinical Research Division, Fred Hutchinson Cancer Research Division, Seattle, WA, United States
| | - Neal D Futran
- Department of Otolaryngology-Head and Neck Surgery, University of Washington, Seattle, WA, United States
| | - Sylvia M Lee
- Clinical Research Division, Fred Hutchinson Cancer Research Division, Seattle, WA, United States
| | - Eduardo Méndez
- Department of Otolaryngology-Head and Neck Surgery, University of Washington, Seattle, WA, United States; Clinical Research Division, Fred Hutchinson Cancer Research Division, Seattle, WA, United States
| | - A McGarry Houghton
- Clinical Research Division, Fred Hutchinson Cancer Research Division, Seattle, WA, United States; Pulmonary and Critical Care Division, University of Washington, Seattle, WA, United States.
| |
Collapse
|
42
|
Zhu Y, Hu Y, Tang C, Guan X, Zhang W. Platinum-based systematic therapy in triple-negative breast cancer. Biochim Biophys Acta Rev Cancer 2022; 1877:188678. [PMID: 35026309 DOI: 10.1016/j.bbcan.2022.188678] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Revised: 01/06/2022] [Accepted: 01/06/2022] [Indexed: 12/14/2022]
Abstract
Due to the lack of definitive hormone receptors, triple negative breast cancer (TNBC) patients receive little clinical benefit from endocrine or molecular targeted therapies, leading to a highly aggressive disease with a high recurrence rate and poor prognosis. In the past decades, chemotherapy has been the mainstay of treatment for TNBC, with taxane/anthracyclines as the representative regimen. However, increasing irreversible cardiotoxicity of anthracyclines and drug-resistance had to be noticed. Gradually, platinum-based chemotherapy has become a topic of interest for researchers. Based on the accumulating studies on platinum-containing regimens for TNBC patients, we will summarize the progress of relevant clinical trials focusing on platinum monotherapy (e.g., cisplatin, carboplatin and oxaliplatin) or in combination with other therapeutic modalities (e.g., other chemotherapeutic agents, molecular targeted therapies and immunotherapy). To further evaluate patient response to platinum and screen for the optimal population to benefit from platinum, we will also analyze current potential biomarkers, such as breast cancer susceptibility genes (BRCA1/2), homologous recombination repair deficiency (HRD), tumor infiltrating lymphocytes (TILs), TP53 family and other emerging indicators (e.g., intrinsic subtype, cyclin-dependent kinase 2 (CDK2) expression, vascular endothelial growth factor (VEGF) and matrix metalloproteinase-9 (MMP-9)).
Collapse
Affiliation(s)
- Yinxing Zhu
- Department of Oncology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Yixuan Hu
- Department of Oncology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Cuiju Tang
- Department of Oncology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China.
| | - Xiaoxiang Guan
- Department of Oncology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China; Jiangsu Key Lab of Cancer Biomarkers, Prevention and Treatment, Collaborative Innovation Center for Personalized Cancer Medicine, Nanjing Medical University, Nanjing, China.
| | - Wenwen Zhang
- Department of Oncology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China.
| |
Collapse
|
43
|
Abstract
In vivo modeling of cancer is a critical step in testing novel therapeutic strategies to advance patient care. Here we describe how to develop a humanized patient-derived xenograft (PDX) model of ovarian cancer that uses orthotopically transplanted patient ovarian tumors with autologous transfer of expanded tumor infiltrating T cells (TILs) as a model that can be utilized to test immunomodulating therapeutics in vivo.
Collapse
Affiliation(s)
- Sarah B Gitto
- Cancer Research Center, Division of Gynecology Oncology, Department of Obstetrics and Gynecology, Department of Pathology and Laboratory Medicine, Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- Center for Cellular Immunotherapies, University of Pennsylvania, Philadelphia, PA, USA
| | - Erin George
- Ovarian Cancer Research Center, Division of Gynecology Oncology, Department of Obstetrics and Gynecology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Sergey Medvedev
- Ovarian Cancer Research Center, Division of Gynecology Oncology, Department of Obstetrics and Gynecology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Fiona Simpkins
- Ovarian Cancer Research Center, Division of Gynecology Oncology, Department of Obstetrics and Gynecology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Daniel J Powell
- Cancer Research Center, Division of Gynecology Oncology, Department of Obstetrics and Gynecology, Department of Pathology and Laboratory Medicine, Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
- Center for Cellular Immunotherapies, University of Pennsylvania, Philadelphia, PA, USA.
| |
Collapse
|
44
|
Liu S, Bellile E, Nguyen A, Zarins K, Rozek L, Wolf GT, Sartor M. Characterization of the immune response in patients with cancer of the oral cavity after neoadjuvant immunotherapy with the IRX-2 regimen. Oral Oncol 2021; 123:105587. [PMID: 34717154 PMCID: PMC8982160 DOI: 10.1016/j.oraloncology.2021.105587] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Revised: 09/26/2021] [Accepted: 10/15/2021] [Indexed: 01/18/2023]
Abstract
OBJECTIVE IRX-2 is a homologous cell-derived multi-cytokine biologic with multifaceted immune modulatory effects that has been shown to induce increased lymphocyte infiltration into primary tumors in oral cavity carcinoma. Our objective was to characterize tumor immune gene expression and epigenomic changes after neoadjuvant IRX-2 immunotherapy in patients with squamous cell carcinoma of the oral cavity. METHODS A randomized phase II trial was conducted of the IRX regimen 3 weeks prior to surgery for previously untreated patients with Stage II-IV oral cavity carcinoma. The treatment regimen consisted of low dose (300 mg/m2) cyclophosphamide (day 1) followed by 10 days of regional perilymphatic IRX-2 cytokine injections and daily oral indomethacin, zinc and omeprazole (Regimen 1) compared to the identical regimen without the IRX-2 cytokines (Regimen 2). The NanoString immune panel (730 genes) and Infinium MethylationEPIC BeadChip were performed to assess the gene expression and DNA methylation signatures, respectively, in pre- and post-immunotherapy tumor samples. RESULTS A total of 51 and 79 immune-related genes were found upregulated and downregulated, respectively, in the samples from Regimen 1 patients after treatment, while 51 and 56 were found upregulated and downregulated in the samples for Regimen 2. When comparing the changes between the two regimens, we identified 9 genes significantly different, including DMBT1, a potential tumor suppressor, functioning in tumor invasion of head and neck cancer. The exploration of DNA methylation showed slight overall hypermethylation after treatment in both regimens, especially for Regimen 1 immune responders, and methylation-based cell type deconvolution demonstrated high concordance with tumor infiltrating T lymphocyte cell counts. CONCLUSION While a consistent patient response after treatment was observed, most changes were similar between regimens, indicating a subtle, targeted, or patient-specific effect of IRX-2 cytokines. Change in DMBT1 expression was a unique finding that will require further study to better understand its significance.
Collapse
Affiliation(s)
- Siyu Liu
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan, USA
| | - Emily Bellile
- Department of Biostatistics, University of Michigan, Ann Arbor, Michigan, USA
| | - Ariane Nguyen
- Department of Otolaryngology-Head and Neck Surgery, Michigan Medicine, Ann Arbor, Michigan, USA
| | - Katie Zarins
- Department of Environmental Health Sciences, University of Michigan, Ann Arbor, Michigan, USA
| | - Laura Rozek
- Department of Environmental Health Sciences, University of Michigan, Ann Arbor, Michigan, USA,Corresponding authors: To whom correspondence should be addressed: Laura Rozek, Address: 1415 Washington Heights, Ann Arbor, MI 48109; ; Gregory Wolf, Address: 1903 Taubman, Box 5312, Ann Arbor, MI 48109; ; Maureen Sartor, Address: 100 Washtenaw Ave, Ann Arbor, MI 48109;
| | - Gregory T. Wolf
- Department of Otolaryngology-Head and Neck Surgery, Michigan Medicine, Ann Arbor, Michigan, USA,Corresponding authors: To whom correspondence should be addressed: Laura Rozek, Address: 1415 Washington Heights, Ann Arbor, MI 48109; ; Gregory Wolf, Address: 1903 Taubman, Box 5312, Ann Arbor, MI 48109; ; Maureen Sartor, Address: 100 Washtenaw Ave, Ann Arbor, MI 48109;
| | - Maureen Sartor
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan, USA,Department of Biostatistics, University of Michigan, Ann Arbor, Michigan, USA,Corresponding authors: To whom correspondence should be addressed: Laura Rozek, Address: 1415 Washington Heights, Ann Arbor, MI 48109; ; Gregory Wolf, Address: 1903 Taubman, Box 5312, Ann Arbor, MI 48109; ; Maureen Sartor, Address: 100 Washtenaw Ave, Ann Arbor, MI 48109;
| | | | | |
Collapse
|
45
|
Fu Y, Wei X, Han Q, Le J, Ma Y, Lin X, Xu Y, Liu N, Wang X, Kong X, Gu J, Tong Y, Wu H. Identification and characterization of a 25-lncRNA prognostic signature for early recurrence in hepatocellular carcinoma. BMC Cancer 2021; 21:1165. [PMID: 34717566 PMCID: PMC8556945 DOI: 10.1186/s12885-021-08827-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Accepted: 09/30/2021] [Indexed: 02/06/2023] Open
Abstract
Background Early recurrence is the major cause of poor prognosis in hepatocellular carcinoma (HCC). Long non-coding RNAs (lncRNAs) are deeply involved in HCC prognosis. In this study, we aimed to establish a prognostic lncRNA signature for HCC early recurrence. Methods The lncRNA expression profile and corresponding clinical data were retrieved from total 299 HCC patients in TCGA database. LncRNA candidates correlated to early recurrence were selected by differentially expressed gene (DEG), univariate Cox regression and least absolute shrinkage and selection operator (LASSO) regression analyses. A 25-lncRNA prognostic signature was constructed according to receiver operating characteristic curve (ROC). Kaplan-Meier and multivariate Cox regression analyses were used to evaluate the performance of this signature. ROC and nomogram were used to evaluate the integrated models based on this signature with other independent clinical risk factors. Gene set enrichment analysis (GSEA) was used to reveal enriched gene sets in the high-risk group. Tumor infiltrating lymphocytes (TILs) levels were analyzed with single sample Gene Set Enrichment Analysis (ssGSEA). Immune therapy response prediction was performed with TIDE and SubMap. Chemotherapeutic response prediction was conducted by using Genomics of Drug Sensitivity in Cancer (GDSC) pharmacogenomics database. Results Compared to low-risk group, patients in high-risk group showed reduced disease-free survival (DFS) in the training (p < 0.0001) and validation cohort (p = 0.0132). The 25-lncRNA signature, AFP, TNM and vascular invasion could serve as independent risk factors for HCC early recurrence. Among them, the 25-lncRNA signature had the best predictive performance, and combination of those four risk factors further improves the prognostic potential. Moreover, GSEA showed significant enrichment of “E2F TARGETS”, “G2M CHECKPOINT”, “MYC TARGETS V1” and “DNA REPAIR” pathways in the high-risk group. In addition, increased TILs were observed in the low-risk group compared to the high-risk group. The 25-lncRNA signature negatively associates with the levels of some types of antitumor immune cells. Immunotherapies and chemotherapies prediction revealed differential responses to PD-1 inhibitor and several chemotherapeutic drugs in the low- and high-risk group. Conclusions Our study proposed a 25-lncRNA prognostic signature for predicting HCC early recurrence, which may guide postoperative treatment and recurrence surveillance in HCC patients. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-021-08827-z.
Collapse
Affiliation(s)
- Yi Fu
- Affiliated Zhoupu Hospital, Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China.,Shanghai Key Laboratory of Molecular Imaging, Collaborative Innovation Center for Biomedicines, Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China.,School of Medical Instruments, Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China
| | - Xindong Wei
- Nanjing University of Traditional Chinese Medicine, Nanjing, 210000, China
| | - Qiuqin Han
- Affiliated Zhoupu Hospital, Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China.,Shanghai Key Laboratory of Molecular Imaging, Collaborative Innovation Center for Biomedicines, Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China
| | - Jiamei Le
- Affiliated Zhoupu Hospital, Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China.,Shanghai Key Laboratory of Molecular Imaging, Collaborative Innovation Center for Biomedicines, Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China
| | - Yujie Ma
- Shanghai Key Laboratory of Molecular Imaging, Collaborative Innovation Center for Biomedicines, Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China
| | - Xinjie Lin
- Shanghai Key Laboratory of Molecular Imaging, Collaborative Innovation Center for Biomedicines, Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China
| | - Yuhui Xu
- Graduate School of Art and Sciences, Columbia University, New York, NY, 10027, USA
| | - Ning Liu
- Department of Clinical Oncology, Taian City Central Hospital, Taian, 271000, Shandong, China
| | - Xuan Wang
- Department of General Surgery, Nanjing General Hospital of Nanjing Military Command, Nanjing, 210000, China
| | - Xiaoni Kong
- Institute of Clinical Immunology, Department of Liver Diseases, Central Laboratory, Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, 200021, China
| | - Jinyang Gu
- Department of Transplantation, Xinhua Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200092, China.
| | - Ying Tong
- Department of Liver Surgery, Renji Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200127, China.
| | - Hailong Wu
- Affiliated Zhoupu Hospital, Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China. .,Shanghai Key Laboratory of Molecular Imaging, Collaborative Innovation Center for Biomedicines, Shanghai University of Medicine and Health Sciences, Shanghai, 201318, China.
| |
Collapse
|
46
|
Mashukov A, Shapochka D, Seleznov O, Kobyliak N, Falalyeyeva T, Kirkilevsky S, Yarema R, Sulaieva O. Histological differentiation impacts the tumor immune microenvironment in gastric carcinoma: Relation to the immune cycle. World J Gastroenterol 2021; 27:5259-5271. [PMID: 34497449 PMCID: PMC8384749 DOI: 10.3748/wjg.v27.i31.5259] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Revised: 05/01/2021] [Accepted: 08/09/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Various histological types of gastric carcinomas (GCs) differ in terms of their pathogenesis and their preexisting background, both of which could impact the tumor immune microenvironment (TIME). However, the current understanding of the immune contexture of GC is far from complete.
AIM To clarify the tumor-host immune interplay through histopathological features and the tumor immune cycle concept.
METHODS In total, 50 GC cases were examined (15 cases of diffuse GC, 31 patients with intestinal-type GC and 4 cases of mucinous GC). The immunophenotype of GC was assessed and classified as immune desert (ID), immune excluded (IE) or inflamed (Inf) according to CD8+ cell count and spatial pattern. In addition, CD68+ and CD163+ macrophages and programmed death-ligand 1 (PD-L1) expression were estimated.
RESULTS We found that GCs with different histological differentiation demonstrated distinct immune contexture. Most intestinal-type GCs had inflamed TIMEs rich in both CD8+ cells and macrophages. In contrast, more aggressive diffuse-type GC more often possessed ID characteristics with few CD8+ lymphocytes but abundant CD68+ macrophages, while mucinous GC had an IE-TIME with a prevalence of CD68+ macrophages and CD8+ lymphocytes in the peritumor stroma. PD-L1 expression prevailed mostly in intestinal-type Inf-GC, with numerous CD163+ cells observed. Therefore, GCs of different histological patterns have specific mechanisms of immune escape. While intestinal-type GC was more often related to PD-L1 expression, diffuse and mucinous GCs possessing more aggressive behavior demonstrated low immunogenicity and a lack of tumor antigen recognition or immune cell recruitment into the tumor clusters.
CONCLUSION These data help to clarify the links between tumor histogenesis and immunogenicity for a better understanding of GC biology and more tailored patient management.
Collapse
Affiliation(s)
- Artem Mashukov
- Department of Oncology, Odessa National Medical University, Odessa 65082, Ukraine
| | - Dmytro Shapochka
- Department of Molecular Pathology and Genetics, Medical Laboratory CSD, Kyiv 03022, Ukraine
| | - Oleksii Seleznov
- Department of Pathology, Medical Laboratory CSD, Kyiv 03022, Ukraine
| | - Nazarii Kobyliak
- Department of Pathology, Medical Laboratory CSD, Kyiv 03022, Ukraine
- Department of Endocrinology, Bogomolets National Medical University, Kyiv 01601, Ukraine
| | - Tetyana Falalyeyeva
- Biomedicine, Educational-Scientific Center, "Institute of Biology and Medicine" Taras Shevchenko National University of Kyiv, Kyiv 01601, Ukraine
| | | | - Roman Yarema
- Department of Oncology and Medical Radiology, Danylo Halytsky Lviv National Medical University, Lviv 79010, Ukraine
| | - Oksana Sulaieva
- Department of Pathology, Medical Laboratory CSD, Kyiv 03022, Ukraine
| |
Collapse
|
47
|
Casacuberta-Serra S. Using Flow Cytometry to Study Myc's Role in Shaping the Tumor Immune Microenvironment. Methods Mol Biol 2021; 2318:281-95. [PMID: 34019297 DOI: 10.1007/978-1-0716-1476-1_15] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
Abstract
Myc is deregulated in most-if not all-cancers, and it not only promotes tumor progression by inducing cell proliferation but is also responsible for tumor immune evasion. In a nutshell, MYC promotes the development of tumor-associated macrophages, impairs the cellular response to interferons, induces the expression of immunosuppressive molecules, and excludes tumor infiltrating lymphocytes (TILs) from the tumor site. Based on the insights into the role of MYC in promoting and regulating immune evasion by cancer cells, it is of special interest to study the different immune cell populations infiltrating the tumors. MYC inhibition has emerged as a potential new strategy for the treatment of cancer, directly inhibiting tumor progression while also counteracting the immunosuppressive tumor microenvironment, allowing an optimal anti-tumor immune response. Hence, this chapter describes a flow cytometry-based method to study the different immune cell subsets infiltrating the tumor by combining surface, cytoplasmic, and nuclear multicolor protein stainings.
Collapse
|
48
|
Zhao J, Soto LMS, Wang H, Katz MH, Prakash LR, Kim M, Tzeng CWD, Lee JE, Wolff RA, Huang Y, Wistuba II, Maitra A, Wang H. Overexpression of CD73 in pancreatic ductal adenocarcinoma is associated with immunosuppressive tumor microenvironment and poor survival. Pancreatology 2021; 21:942-949. [PMID: 33832821 PMCID: PMC8802341 DOI: 10.1016/j.pan.2021.03.018] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Revised: 03/09/2021] [Accepted: 03/26/2021] [Indexed: 12/11/2022]
Abstract
BACKGROUND CD73, a newly recognized immune checkpoint mediator, is expressed in several types of malignancies. However, CD73 expression and its impact on tumor microenvironment and clinical outcomes in pancreatic ductal adenocarcinoma (PDAC) remain unclear. METHODS This study included two cohorts: 138 patients from our institution (MDA) and 176 patients from TCGA dataset. CD73 expression, CD4+, CD8+, CD21+ and CD45RO + tumor infiltrating lymphocytes (TILs) were evaluated by immunohistochemistry using tissue microarrays. The results of CD73 expression were correlated with clinicopathologic parameters, survival and TILs. RESULTS CD73 overexpression correlated with poor differentiation (P = 0.002) and tumor size (P = 0.049). For CD73-low group, median overall survival (OS) and recurrence-free survival (RFS) were 26.9 ± 3.8 months and 12.6 ± 2.6 months, respectively, compared to 16.9 ± 4.4 months (P = 0.01) and 7.9 ± 1.2 months (P = 0.01), respectively, in CD73-high group. CD73 was an independent predictor for both RFS (P = 0.02) and OS (P = 0.01) by multivariate variate analysis. Similarly, CD73-high tumors had significantly shorter OS than CD73-low tumors in TCGA dataset (P < 0.0001). CD73-high correlated with decreased CD4+ TILs in MDA cohort and decreased CD8A and CR2 (CD21) expression in TCGA cohort. CONCLUSIONS CD73 overexpression is associated with poor differentiation, tumor size, and shorter survival, and is an independent prognostic factor in PDAC patients. CD73 overexpression is associated with decreased CD4+, CD8+ and CD21+ TILs. Our data support that CD73 plays an important role in immunosuppressive tumor microenvironment and promote tumor progression in PDAC.
Collapse
Affiliation(s)
- Jun Zhao
- Department of Anatomical Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Luisa M Solis Soto
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Hua Wang
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Matthew H Katz
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Laura R Prakash
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Michael Kim
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ching-Wei D Tzeng
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jeffrey E Lee
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Robert A Wolff
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Yanqing Huang
- Evolution of Cancer, Leukemia and Immunity Post Stem Cell Transplant (ECLIPSE), The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ignacio I Wistuba
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Anirban Maitra
- Department of Anatomical Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA; Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Huamin Wang
- Department of Anatomical Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA; Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
| |
Collapse
|
49
|
Rezaeifard S, Talei A, Shariat M, Erfani N. Tumor infiltrating NK cell (TINK) subsets and functional molecules in patients with breast cancer. Mol Immunol 2021; 136:161-167. [PMID: 34171565 DOI: 10.1016/j.molimm.2021.03.003] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2020] [Revised: 01/22/2021] [Accepted: 03/02/2021] [Indexed: 10/21/2022]
Abstract
INTRODUCTION NK cells have been introduced as the main innate arm of immunity against malignancies. Recent advances introduced new subsets of, and new effector molecules on NK cells suggesting new paradigms for NK cell functions in tumor immunity. Considering these new paradigms, in the current research we investigated the frequency of tumor infiltrating NK cell (TINK) subsets and their functional molecules in breast tumor tissues by flowcytometry method. METHODS Breast tumor tissues were obtained from 32 untreated patients with breast cancer. The tissues were then minced mechanically to acquire a single cell suspension and surface-stained with monoclonal antibodies against CD3, CD56, CD11b, CD27, NKG2A, NKG2D and CXCR3. For intracellular staining (ICS), the surface-stained cells were then fixed, permeabilized and stained with anti-Perforin and anti-Granzyme B antibodies. The samples were run and the data were acquired on a four-color flowcytometer. RESULTS The cell suspension derived from tumor tissue encompassed 3.10 ± 0.52 % CD3-CD56+(bright/dim) total NK cells. Based on the conventional classification the percentages of cytotoxic (CD3- CD56dim) and regulatory (CD3- CD56bright) NK cells were respectively 1.74 ± 0.24 % and 1.36 ± 0.48 %. According to the new classification the percentages of cytotoxic (CD3- CD56+ CD11b+ CD27-), regulatory (CD3-CD56+ CD11b+/- CD27+) and tolerant (CD3-CD56+ CD27- CD11b-) NK cells were respectively 0.48 ± 0.07, 1.55 ± 0.34 and 1.15 ± 0.51. A significant higher frequency of total NK cells (CD3-CD56+ (bright/dim)) in the breast tumor tissues of the patients whose tumor draining lymph nodes (TDLNs) has not been yet involved by tumor cells (LN- patients) compared with the ones with lymph nodes involvement (LN+) (5.91 ± 1.79 % Vs. 2.20 ± 0.20 %, P < 0.004). Furthermore, NK cells with overexpressed activating receptor; NKGD2 (CD3- CD56+(bright/dim) NKG2D+ NK cells) was observed to be elevated in LN- patients compared with the LN+ ones (70.01 ± 7.96 Vs. 42.5 ± 4.81, P < 0.011). Correlation analysis revealed the percentages of conventional regulatory NK cells (CD3- CD56bright) in breast tumor tissue to be in positive correlation with the tumor size (R = 0.380, P < 0.04). The mean percentage of this cell subset was also observed to be higher in patients with T3 tumor size compared with smaller T1 tumor size (1.61 ± 0.20 % vs. 0.75 ± 0.15 %, P < 0.023. CONCLUSION Our observations suggest that accumulation of NK cells as well as the expression of activating NKG2D receptor by TINKs may play roles in breast tumor regression especially in the LN- patients. As the tumor growths and the size of tumor increases the accumulation of regulatory NK cells may facilitate the tumor improvement. These observations may have implications in cancer NK cell-based immunotherapy.
Collapse
Affiliation(s)
- Somayeh Rezaeifard
- Cancer Immunology and Immunotherapy Group, Shiraz Institute for Cancer Research, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Abdolrasoul Talei
- Breast Diseases Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Mahmoud Shariat
- Department of Pathology, School of Medicine, Shiraz Central Hospital, Shiraz, Iran
| | - Nasrollah Erfani
- Cancer Immunology and Immunotherapy Group, Shiraz Institute for Cancer Research, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran; Department of Immunology, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran.
| |
Collapse
|
50
|
Fan J, Li J, Han J, Zhang Y, Gu A, Song F, Duan J, Yin D, Wang L, Yi Y. Expression of leukocyte immunoglobulin-like receptor subfamily B expression on immune cells in hepatocellular carcinoma. Mol Immunol 2021; 136:82-97. [PMID: 34098344 DOI: 10.1016/j.molimm.2021.05.011] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Revised: 04/12/2021] [Accepted: 05/23/2021] [Indexed: 12/14/2022]
Abstract
BACKGROUND Leukocyte immunoglobulin-like receptor subfamily B (LILRB) is a group of inhibitory receptors involved in innate immune mainly expressed on lymphoid and myelomonocytic cells. LILRB is proposed to serve as immune checkpoint like PD-1 and CTLA-4 for tumor treatment. We recently reported that the expression of LILRB2 in CD1c+ mDC from tumor tissue might suppress immune for HCC patients. However, the expression of all the LILRB family on other immune cells in peripheral blood and tumor microenvironment of HCC patients has not been systematically studied. METHODS The expression of LILRB family (LILRB1, LILRB2, LILRB3, LILRB4 and LILRB5) on immune cells, including granulocytes, NK cells, NKT cells, monocyte subsets, TAMs, B cells, γδ T cells, CD4+ T cells, CD8+ T cells and MDSC subsets, was analyzed by flow cytometry in the peripheral blood of 20 HCC patients and 20 healthy donors as well as in the tumor and tumor free tissues of 10 HCC patients. RESULTS LILRB1, LILRB2 and LILRB3 in granulocytes from peripheral blood were expressed increased in HCC patients compared with healthy donors. The expression of LILRB5 in NK cells and NKT cells from HCC blood were higher compared with healthy donors` blood. CD14+CD16+ monocyte subsets in blood of HCC patients expressed increased LILRB1 and LILRB4 than that in healthy donors. CD14+CD16- monocyte subsets in blood of HCC patients expressed increased LILRB3 than that in healthy donors. Compared to corresponding TFL, LILRB3, LILRB4 and LILRB5 were expressed enhanced in TAMs from HCC tumors. LILRB1 expressed on the B cells both in the blood and tumor had significantly increased compared with healthy donors or corresponding TFL. Different from peripheral blood, in the HCC microenvironment, CD4+ T cells expressed lower LILRB2, LILRB3 and LILRB4 than that from TFL and CD8+ T cells expressed decreased LILRB2. And γδ T cells expressed LILRB1 in HCC blood and microenvironment. Surprisingly, the percentage of LILRB1 expressed on MDSC from HCC peripheral blood and tumors was lower than that from healthy donors and corresponding TFL. CONCLUSIONS This is the first systemically examination of the LILRB family expression on a variety of immune cells from both peripheral blood and microenvironment in HCC patients. The specific increasing expression of LILRB on immune cells may regulate innate and adaptive immune and impact on HCC progression. Our findings justify further investigation of LILRB function in HCC.
Collapse
Affiliation(s)
- Jing Fan
- Clinical Research Center, The Second Hospital of Nanjing, Nanjing University of Chinese Medicine, Zhong Fu Road, Gulou District, Nanjing, Jiangsu, 210003, PR China
| | - Jiayan Li
- Clinical Research Center, The Second Hospital of Nanjing, Nanjing University of Chinese Medicine, Zhong Fu Road, Gulou District, Nanjing, Jiangsu, 210003, PR China
| | - Jianbo Han
- Department of Hepatobiliary Surgery, The Second Hospital of Nanjing, Nanjing University of Chinese Medicine, Zhong Fu Road, Gulou District, Nanjing, Jiangsu, 210003, PR China
| | - Yufeng Zhang
- Department of Hepatobiliary Surgery, The Second Hospital of Nanjing, Nanjing University of Chinese Medicine, Zhong Fu Road, Gulou District, Nanjing, Jiangsu, 210003, PR China
| | - Aidong Gu
- Department of Hepatobiliary Surgery, The Second Hospital of Nanjing, Nanjing University of Chinese Medicine, Zhong Fu Road, Gulou District, Nanjing, Jiangsu, 210003, PR China
| | - Fangnan Song
- Department of Hepatobiliary Surgery, The Second Hospital of Nanjing, Nanjing University of Chinese Medicine, Zhong Fu Road, Gulou District, Nanjing, Jiangsu, 210003, PR China
| | - Jie Duan
- Department of Hepatobiliary Surgery, The Second Hospital of Nanjing, Nanjing University of Chinese Medicine, Zhong Fu Road, Gulou District, Nanjing, Jiangsu, 210003, PR China
| | - Dandan Yin
- Clinical Research Center, The Second Hospital of Nanjing, Nanjing University of Chinese Medicine, Zhong Fu Road, Gulou District, Nanjing, Jiangsu, 210003, PR China
| | - Lili Wang
- Clinical Research Center, The Second Hospital of Nanjing, Nanjing University of Chinese Medicine, Zhong Fu Road, Gulou District, Nanjing, Jiangsu, 210003, PR China.
| | - Yongxiang Yi
- Clinical Research Center, The Second Hospital of Nanjing, Nanjing University of Chinese Medicine, Zhong Fu Road, Gulou District, Nanjing, Jiangsu, 210003, PR China; Department of Hepatobiliary Surgery, The Second Hospital of Nanjing, Nanjing University of Chinese Medicine, Zhong Fu Road, Gulou District, Nanjing, Jiangsu, 210003, PR China.
| |
Collapse
|