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He F, Furones AR, Landegren N, Fuxe J, Sarhan D. Sex dimorphism in the tumor microenvironment - From bench to bedside and back. Semin Cancer Biol 2022; 86:166-179. [PMID: 35278635 DOI: 10.1016/j.semcancer.2022.03.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2021] [Revised: 02/20/2022] [Accepted: 03/06/2022] [Indexed: 01/27/2023]
Abstract
Cancer represents a significant cause of death and suffering in both the developed and developing countries. Key underlying issues in the mortality of cancer are delayed diagnosis and resistance to treatments. However, improvements in biomarkers represent one important step that can be taken for alleviating the suffering caused by malignancy. Precision-based medicine is promising for revolutionizing diagnostic and treatment strategies for cancer patients worldwide. Contemporary methods, including various omics and systems biology approaches, as well as advanced digital imaging and artificial intelligence, allow more accurate assessment of tumor characteristics at the patient level. As a result, treatment strategies can be specifically tailored and adapted for individual and/or groups of patients that carry certain tumor characteristics. This includes immunotherapy, which is based on characterization of the immunosuppressive tumor microenvironment (TME) and, more specifically, the presence and activity of immune cell subsets. Unfortunately, while it is increasingly clear that gender strongly affects immune regulation and response, there is a knowledge gap concerning differences in sex-specific immune responses and how these contribute to the immunosuppressive TME and the response to immunotherapy. In fact, sex dimorphism is poorly understood in cancer progression and is typically ignored in current clinical practice. In this review, we aim to survey the available literature and highlight the existing knowledge gap in order to encourage further studies that would contribute to understanding both gender-biased immunosuppression in the TME and the driver of tumor progression towards invasive and metastatic disease. The review highlights the need to include sex optimized/genderized medicine as a new concept in future medicine cancer diagnostics and treatments.
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Affiliation(s)
- Fei He
- Department of Laboratory Medicine, Division of Pathology, Karolinska Institute, SE-141 86 Stockholm, Sweden; Department of Urology, First affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Andrea Rodgers Furones
- Department of Laboratory Medicine, Division of Pathology, Karolinska Institute, SE-141 86 Stockholm, Sweden; Tumor Immunology Department, Radboud Institute for Molecular Life Sciences, Nijmegen, Netherlands
| | - Nils Landegren
- Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala 751 23, Sweden; Center for Molecular Medicine, Department of Medicine (Solna), Karolinska Institutet, Stockholm 171 76, Sweden
| | - Jonas Fuxe
- Department of Laboratory Medicine, Division of Pathology, Karolinska Institute, SE-141 86 Stockholm, Sweden
| | - Dhifaf Sarhan
- Department of Laboratory Medicine, Division of Pathology, Karolinska Institute, SE-141 86 Stockholm, Sweden.
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2
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Jiang L, Yu H, Ness S, Mao P, Guo F, Tang J, Guo Y. Comprehensive Analysis of Co-Mutations Identifies Cooperating Mechanisms of Tumorigenesis. Cancers (Basel) 2022; 14:415. [PMID: 35053577 PMCID: PMC8774165 DOI: 10.3390/cancers14020415] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Revised: 01/07/2022] [Accepted: 01/11/2022] [Indexed: 12/16/2022] Open
Abstract
Somatic mutations are one of the most important factors in tumorigenesis and are the focus of most cancer-sequencing efforts. The co-occurrence of multiple mutations in one tumor has gained increasing attention as a means of identifying cooperating mutations or pathways that contribute to cancer. Using multi-omics, phenotypical, and clinical data from 29,559 cancer subjects and 1747 cancer cell lines covering 78 distinct cancer types, we show that co-mutations are associated with prognosis, drug sensitivity, and disparities in sex, age, and race. Some co-mutation combinations displayed stronger effects than their corresponding single mutations. For example, co-mutation TP53:KRAS in pancreatic adenocarcinoma is significantly associated with disease specific survival (hazard ratio = 2.87, adjusted p-value = 0.0003) and its prognostic predictive power is greater than either TP53 or KRAS as individually mutated genes. Functional analyses revealed that co-mutations with higher prognostic values have higher potential impact and cause greater dysregulation of gene expression. Furthermore, many of the prognostically significant co-mutations caused gains or losses of binding sequences of RNA binding proteins or micro RNAs with known cancer associations. Thus, detailed analyses of co-mutations can identify mechanisms that cooperate in tumorigenesis.
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Affiliation(s)
- Limin Jiang
- Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China;
- School of Computer Science and Technology, College of Intelligence and Computing, Tianjin University, Tianjin 300350, China
| | - Hui Yu
- Department of Internal Medicine, Comprehensive Cancer Center, University of New Mexico, Albuquerque, NM 87131, USA; (H.Y.); (S.N.); (P.M.)
| | - Scott Ness
- Department of Internal Medicine, Comprehensive Cancer Center, University of New Mexico, Albuquerque, NM 87131, USA; (H.Y.); (S.N.); (P.M.)
| | - Peng Mao
- Department of Internal Medicine, Comprehensive Cancer Center, University of New Mexico, Albuquerque, NM 87131, USA; (H.Y.); (S.N.); (P.M.)
| | - Fei Guo
- School of Computer Science and Engineering, Central South University, Changsha 410083, China;
| | - Jijun Tang
- Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China;
| | - Yan Guo
- Department of Internal Medicine, Comprehensive Cancer Center, University of New Mexico, Albuquerque, NM 87131, USA; (H.Y.); (S.N.); (P.M.)
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3
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van der Kooij MK, Dekkers OM, Aarts MJB, van den Berkmortel FWPJ, Boers-Sonderen MJ, de Groot JWB, Hospers GAP, Piersma D, van Rijn RS, Suijkerbuijk KPM, Westgeest HM, van der Veldt AAM, Vreugdenhil G, Wilgenhof S, Wouters MWJM, Haanen JBAG, van den Eertwegh AJM, Kapiteijn E. Sex-Based Differences in Treatment with Immune Checkpoint Inhibition and Targeted Therapy for Advanced Melanoma: A Nationwide Cohort Study. Cancers (Basel) 2021; 13:cancers13184639. [PMID: 34572865 PMCID: PMC8465427 DOI: 10.3390/cancers13184639] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2021] [Revised: 09/03/2021] [Accepted: 09/11/2021] [Indexed: 12/21/2022] Open
Abstract
Simple Summary Melanoma is a malignant form of skin cancer. The overall survival of patients with advanced stages of disease were initially low. Fortunately, in recent years systemic treatment with immunotherapy has prolonged survival. We set out to answer the question whether men and women with advanced melanoma differ in prognostic factors, tumor-response to immunotherapy, and treatment-related adverse events. All patients in the Netherlands were registered between July 2013 and July 2018. We showed that although clinical and tumor characteristics differ, the safety profile of immunotherapy is comparable. Furthermore, overall, a 10% survival advantage for women was seen. Following immunotherapy there was no survival difference. Abstract Recent meta-analyses show conflicting data on sex-dependent benefit following systemic treatment for advanced melanoma patients. We examined the nationwide Dutch Melanoma Treatment Registry (July 2013–July 2018), assessing sex-dependent differences in advanced melanoma patients (stage IIIC/IV) with respect to clinical characteristics, mutational profiles, treatments initiated, grade 3–4 adverse events (AEs), treatment responses, and mortality. We included 3985 patients, 2363 men (59%) and showed that although men and women with advanced melanoma differ in clinical and tumor characteristics, the safety profile of immune checkpoint inhibition (ICI) is comparable. The data suggest a 10% survival advantage for women, mainly seen in patients ≥60 years of age and patients with BRAF V600 mutant melanoma. Following ICI there was no survival difference.
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Affiliation(s)
- Monique K. van der Kooij
- Department of Medical Oncology, Leiden University Medical Center, Albinusdreef 2, P.O. Box 9600, 2300 RC Leiden, The Netherlands;
| | - Olaf M. Dekkers
- Department of Clinical Epidemiology, Leiden University Medical Center, Albinusdreef 2, P.O. Box 9600, 2300 RC Leiden, The Netherlands;
| | - Maureen J. B. Aarts
- Department of Medical Oncology, Maastricht University Medical Center, P. Debyelaan 25, 6202 AZ Maastricht, The Netherlands;
| | | | - Marye J. Boers-Sonderen
- Department of Medical Oncology, Radboud University Medical Center, Geert Grooteplein Zuid 10, 6500 HB Nijmegen, The Netherlands;
| | | | - Geke A. P. Hospers
- Department of Medical Oncology, University Medical Center Groningen, Hanzeplein 1, 9713 GZ Groningen, The Netherlands;
| | - Djura Piersma
- Department of Medical Oncology, Medisch Spectrum Twente, Koningsplein 1, 7512 KZ Enschede, The Netherlands;
| | - Rozemarijn S. van Rijn
- Department of Medical Oncology, Medical Center Leeuwarden, Henri Dunantweg 2, 8934 AD Leeuwarden, The Netherlands;
| | - Karijn P. M. Suijkerbuijk
- Department of Medical Oncology, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands;
| | - Hans M. Westgeest
- Department of Internal Medicine, Amphia Ziekenhuis, Molengracht 21, 4818 CK Breda, The Netherlands;
| | - Astrid A. M. van der Veldt
- Departments of Medical Oncology and Radiology & Nuclear Medicine, Erasmus MC Cancer Institute, Dr. Molewaterplein 40, 3000 CA Rotterdam, The Netherlands;
| | - Gerard Vreugdenhil
- Department of Medical Oncology, Maxima Medical Center, de Run 4600, 5500 MB Veldhoven, The Netherlands;
| | - Sofie Wilgenhof
- Department of Medical Oncology, Netherlands Cancer Institute—Antoni van Leeuwenhoek Hospital, Plesmanlaan 121, 1066 CX Amsterdam, The Netherlands; (S.W.); (J.B.A.G.H.)
| | - Michel W. J. M. Wouters
- Dutch Institute for Clinical Auditing, Rijnsburgerweg 10, 2333 AA Leiden, The Netherlands;
- Department of Surgical Oncology, Netherlands Cancer Institute—Antoni van Leeuwenhoek Hospital, Plesmanlaan 121, 1066 CX Amsterdam, The Netherlands
| | - John B. A. G. Haanen
- Department of Medical Oncology, Netherlands Cancer Institute—Antoni van Leeuwenhoek Hospital, Plesmanlaan 121, 1066 CX Amsterdam, The Netherlands; (S.W.); (J.B.A.G.H.)
| | - Alfonsus J. M. van den Eertwegh
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit Amsterdam, de Boelelaan 1117, 1081 HZ Amsterdam, The Netherlands;
| | - Ellen Kapiteijn
- Department of Medical Oncology, Leiden University Medical Center, Albinusdreef 2, P.O. Box 9600, 2300 RC Leiden, The Netherlands;
- Correspondence: ; Tel.: +31-71-5263486
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Bellenghi M, Puglisi R, Pontecorvi G, De Feo A, Carè A, Mattia G. Sex and Gender Disparities in Melanoma. Cancers (Basel) 2020; 12:E1819. [PMID: 32645881 PMCID: PMC7408637 DOI: 10.3390/cancers12071819] [Citation(s) in RCA: 73] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Revised: 06/22/2020] [Accepted: 07/03/2020] [Indexed: 12/19/2022] Open
Abstract
Worldwide, the total incidence of cutaneous melanoma is higher in men than in women, with some differences related to ethnicity and age and, above all, sex and gender. Differences exist in respect to the anatomic localization of melanoma, in that it is more frequent on the trunk in men and on the lower limbs in women. A debated issue is if-and to what extent-melanoma development can be attributed to gender-specific behaviors or to biologically intrinsic differences. In the search for factors responsible for the divergences, a pivotal role of sex hormones has been observed, although conflicting results indicate the involvement of other mechanisms. The presence on the X chromosome of numerous miRNAs and coding genes playing immunological roles represents another important factor, whose relevance can be even increased by the incomplete X chromosome random inactivation. Considering the known advantages of the female immune system, a different cancer immune surveillance efficacy was suggested to explain some sex disparities. Indeed, the complexity of this picture emerged when the recently developed immunotherapies unexpectedly showed better improvements in men than in women. Altogether, these data support the necessity of further studies, which consider enrolling a balanced number of men and women in clinical trials to better understand the differences and obtain actual gender-equitable healthcare.
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Affiliation(s)
- Maria Bellenghi
- Center for Gender-specific Medicine, Istituto Superiore di Sanità, 00161 Rome, Italy; (M.B.); (R.P.); (G.P.); (G.M.)
| | - Rossella Puglisi
- Center for Gender-specific Medicine, Istituto Superiore di Sanità, 00161 Rome, Italy; (M.B.); (R.P.); (G.P.); (G.M.)
| | - Giada Pontecorvi
- Center for Gender-specific Medicine, Istituto Superiore di Sanità, 00161 Rome, Italy; (M.B.); (R.P.); (G.P.); (G.M.)
| | - Alessandra De Feo
- Laboratory of Experimental Oncology, IRCCS Istituto Ortopedico Rizzoli, 40136 Bologna, Italy;
| | - Alessandra Carè
- Center for Gender-specific Medicine, Istituto Superiore di Sanità, 00161 Rome, Italy; (M.B.); (R.P.); (G.P.); (G.M.)
| | - Gianfranco Mattia
- Center for Gender-specific Medicine, Istituto Superiore di Sanità, 00161 Rome, Italy; (M.B.); (R.P.); (G.P.); (G.M.)
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5
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Sex differences in the association between tumor growth and T cell response in a melanoma mouse model. Cancer Immunol Immunother 2020; 69:2157-2162. [PMID: 32638080 DOI: 10.1007/s00262-020-02643-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Accepted: 06/16/2020] [Indexed: 12/12/2022]
Abstract
Epidemiological evidence suggests that females have an advantage over males in cases of melanoma incidence, progression, and survival. However, the biological mechanisms underlying these sex differences remain unclear. With the knowledge that females generally have a more robust immune system than males, we investigated sex differences in melanoma progression in a B16-F10/BL6 syngeneic mouse model. We observed significantly less tumor volume and growth rate over 14 days in female mice compared to male mice. Furthermore, higher populations of CD4+ and CD8+ T cells, which indicate adaptive immune responses, were found in the circulating blood and tumors of females and corresponded with less tumor growth, and vice versa in males. Our results highlight a mouse model that represents melanoma progression in the human population and displays a higher immune response to melanoma in females compared to males. These findings suggest that the immune system may be one of the mechanisms responsible for sex differences in melanoma.
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Hieken TJ, Glasgow AE, Enninga EAL, Kottschade LA, Dronca RS, Markovic SN, Block MS, Habermann EB. Sex-Based Differences in Melanoma Survival in a Contemporary Patient Cohort. J Womens Health (Larchmt) 2020; 29:1160-1167. [PMID: 32105561 DOI: 10.1089/jwh.2019.7851] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Background: A female survival advantage in cutaneous melanoma has been long recognized. However, whether this extends across all age groups, with risk stratification using the latest prognostic staging system or in the current era of efficacious systemic therapies is unknown. Therefore, we evaluated whether sex-based differences in melanoma survival persisted within a recent population-based patient cohort with consideration of these factors. Materials and Methods: We identified stage II-IV cutaneous melanoma patients from 2010 to 2014 Surveillance, Epidemiology, and End Results cancer registries data. We recalculated stage per American Joint Committee on Cancer 8th edition guidelines. Cancer-specific survival (CSS) was estimated by using the Kaplan-Meier method and multivariable Cox proportional hazards regression. Results: Of 16,807 patients (39.8% female), 8,990 were stage II, 4,826 stage III, and 2,991 stage IV at diagnosis. Unadjusted 3-/5-year CSS estimates for females versus males were 64.2% versus 59.7%, and 53.5% versus 49.9%, respectively, p ≤ 0.0001. Five-year CSS varied within each stage and across age strata of <45, 45 - 59, and ≥60 years. Within each stage, females <45 had better CSS than all other sex/age groups (p < 0.0001). In multivariable analysis of stage II/III patients, female sex, younger age, and lower mitotic index retained favorable CSS prognostic significance (p < 0.001). Conclusions: Sex-based differences in melanoma survival persist in a contemporary patient cohort staged with the latest prognostic system. These data may guide decision marking regarding adjuvant therapy, highlight the importance of including sex as a pre-specified clinical trial variable, and suggest that investigation of underlying biologic mechanisms may drive discovery of biomarkers and therapeutic targets to improve patient care.
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Affiliation(s)
- Tina J Hieken
- Department of Surgery, Mayo Clinic, Rochester, Minnesota, USA
| | - Amy E Glasgow
- Department of Robert D. and Patricia E. Kern for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota, USA
| | | | | | - Roxana S Dronca
- Department of Oncology, Mayo Clinic, Rochester, Minnesota, USA
| | | | - Matthew S Block
- Department of Oncology, Mayo Clinic, Rochester, Minnesota, USA
| | - Elizabeth B Habermann
- Department of Robert D. and Patricia E. Kern for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota, USA
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7
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González MM, Morales DF, Cabrales LEB, Pérez DJ, Montijano JI, Castañeda ARS, González VGS, Posada OO, Martínez JA, Delgado AG, Martínez KG, Mon ML, Monzón KL, Ciria HMC, Beatón EO, Brooks SCA, González TR, Jarque MV, Mateus MAÓ, Rodríguez JLG, Calzado EM. Dose-response study for the highly aggressive and metastatic primary F3II mammary carcinoma under direct current. Bioelectromagnetics 2018; 39:460-475. [PMID: 29870083 DOI: 10.1002/bem.22132] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2017] [Accepted: 04/13/2018] [Indexed: 01/06/2023]
Abstract
Electrochemical treatment has been suggested as an effective alternative to local cancer therapy. Nevertheless, its effectiveness decreases when highly aggressive primary tumors are treated. The aim of this research was to understand the growth kinetics of the highly aggressive and metastatic primary F3II tumor growing in male and female BALB/c/Cenp mice under electrochemical treatment. Different amounts of electric charge (6, 9, and 18 C) were used. Two electrodes were inserted into the base, perpendicular to the tumor's long axis, keeping about 1 cm distance between them. Results have shown that the F3II tumor is highly sensitive to direct current. The overall effectiveness (complete response + partial response) of this physical agent was ≥75.0% and observed in 59.3% (16/27) of treated F3II tumors. Complete remission of treated tumors was observed in 22.2% (6/27). An unexpected result was the death of 11 direct current-treated animals (eight females and three males). It is concluded that direct current may be addressed to significantly affect highly aggressive and metastatic primary tumor growth kinetics, including the tumor complete response. Bioelectromagnetics. 39:460-475, 2018. © 2018 Wiley Periodicals, Inc.
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Affiliation(s)
- Maraelys M González
- Departamento de Farmacia, Facultad de Ciencias Naturales y Exactas, Universidad de Oriente, Santiago de Cuba, Cuba
| | - Dasha F Morales
- Centro Nacional para la Producción de Animales de Laboratorio, La Habana, Cuba
| | - Luis E B Cabrales
- Departamento de Investigación e Innovación, Centro Nacional de Electromagnetismo Aplicado, Universidad de Oriente, Santiago de Cuba, Cuba
| | - Daniel J Pérez
- Centro Nacional para la Producción de Animales de Laboratorio, La Habana, Cuba
| | - Juan I Montijano
- Instituto Universitario de Investigación de Matemáticas y Aplicaciones, Universidad de Zaragoza, Zaragoza, España
| | - Antonio R S Castañeda
- Departamento de Telecomunicaciones, Facultad de Ingeniería Eléctrica, Universidad de Oriente, Santiago de Cuba, Cuba
| | | | - Oscar O Posada
- Centro Nacional para la Producción de Animales de Laboratorio, La Habana, Cuba
| | | | | | | | - Mayrel L Mon
- Centro de Inmunología Molecular, La Habana, Cuba
| | | | - Héctor M C Ciria
- Departamento de Investigación e Innovación, Centro Nacional de Electromagnetismo Aplicado, Universidad de Oriente, Santiago de Cuba, Cuba
| | - Emilia O Beatón
- Departamento de Ingeniería Biomédica, Facultad de Ingeniería Eléctrica, Universidad de Oriente, Santiago de Cuba, Cuba
| | - Soraida C A Brooks
- Servicio de Medicina Interna, Hospital Provincial Saturnino Lora, Santiago de Cuba, Cuba
| | - Tamara R González
- Dirección Municipal de Salud Pública, Servicio de Genética, Santiago de Cuba, Cuba
| | - Manuel V Jarque
- Servicio de Oncohematología, Hospital Dr. Antonio Béguez César, Santiago de Cuba, Cuba
| | - Miguel A Ó Mateus
- Servicio de Mastología, Hospital Oncológico Conrado Benítez, Santiago de Cuba, Cuba
| | - Jorge L G Rodríguez
- Departamento de Investigación e Innovación, Centro Nacional de Electromagnetismo Aplicado, Universidad de Oriente, Santiago de Cuba, Cuba
| | - Enaide M Calzado
- Departamento de Telecomunicaciones, Facultad de Ingeniería Eléctrica, Universidad de Oriente, Santiago de Cuba, Cuba
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8
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Decreased tumor-infiltrating lymphocytes in nodular melanomas compared with matched superficial spreading melanomas. Melanoma Res 2018; 26:524-7. [PMID: 26974966 DOI: 10.1097/cmr.0000000000000253] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Melanoma causes over 9000 deaths annually in the USA. Among its subtypes, nodular melanoma leads to a disproportionate number of fatalities compared with superficial spreading melanoma, the most common subtype. Recent breakthroughs in melanoma research have indicated a strong connection between melanoma virulence and the immune system. We hypothesize that the aggression of nodular melanoma may, in part, be because of decreased recognition by the immune system, as represented by a decreased presence of tumor-infiltrating lymphocytes (TILs), compared with its superficial spreading counterpart. Indeed, TILs on a primary melanoma have been used as a marker for immune response and have prognostic value for survival and sentinel lymph node status. After matching melanoma cases by age, sex, and Breslow thickness, we found significantly fewer TILs in nodular melanomas than in superficial spreading melanomas. This association was prominent in thin (≤2 mm) melanomas and was no longer significant in thick (>2 mm) melanomas. In addition, this difference in TILs was only present in men and not in women. Our finding suggests that nodular melanomas are more frequently associated with absent TILs, providing an avenue for further investigation into differences in immunogenicity of the primary melanoma and whether they underlie the unique virulence of nodular melanoma.
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9
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da Gama Duarte J, Woods K, Andrews MC, Behren A. The good, the (not so) bad and the ugly of immune homeostasis in melanoma. Immunol Cell Biol 2018; 96:497-506. [PMID: 29392770 DOI: 10.1111/imcb.12001] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2017] [Revised: 12/05/2017] [Accepted: 12/06/2017] [Indexed: 12/24/2022]
Abstract
Within the immune system multiple mechanisms balance the need for efficient pathogen recognition and destruction with the prevention of tissue damage by excessive, inappropriate or even self-targeting (auto)immune reactions. This immune homeostasis is a tightly regulated system which fails during tumor development, often due to the hijacking of its essential self-regulatory mechanisms by cancer cells. It is facilitated not only by tumor intrinsic properties, but also by the microbiome, host genetics and other factors. In certain ways many cancers can therefore be considered a rare failure of immune control rather than an uncommon or rare disease of the tissue of origin, as the acquisition of potentially oncogenic traits through mutation occurs constantly in most tissues during proliferation. Normally, aberrant cells are well-controlled by cell intrinsic (repair or apoptosis) and extrinsic (immune) mechanisms. However, occasionally oncogenic cells survive and escape control. Melanoma is one of the first cancer types where treatments aimed at restoring and enhancing an immune response to regain control over the tumor have been used with various success rates. With the advent of "modern" immunotherapeutics such as anti-CTLA-4 or anti-PD-1 antibodies that both target negative immune-regulatory pathways on immune cells resulting in durable responses in a proportion of patients, the importance of the interplay between the immune system and cancer has been established beyond doubt.
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Affiliation(s)
- Jessica da Gama Duarte
- Olivia Newton-John Cancer Research Institute, Heidelberg, VIC, Australia.,School of Cancer Medicine, La Trobe University, Bundoora, VIC, Australia
| | - Katherine Woods
- Olivia Newton-John Cancer Research Institute, Heidelberg, VIC, Australia.,School of Cancer Medicine, La Trobe University, Bundoora, VIC, Australia
| | - Miles C Andrews
- School of Cancer Medicine, La Trobe University, Bundoora, VIC, Australia.,MD Anderson Cancer Center, University of Texas, Houston, TX, USA
| | - Andreas Behren
- Olivia Newton-John Cancer Research Institute, Heidelberg, VIC, Australia.,School of Cancer Medicine, La Trobe University, Bundoora, VIC, Australia
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10
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Abstract
The relatively high DNA mutational burden in melanoma allows for the creation of potentially "foreign," immune-stimulating neoantigens, and leads to its exceptional immunogenicity. Brisk tumor-infiltrating lymphocytes, a marker of immune editing, confer improved overall survival in melanoma, possibly due to reduced sentinel lymph node spread. Meanwhile, T-cell-stimulating drugs, so-called T-cell checkpoint inhibitors, which reverse peripheral tolerance-dependent tumor escape, have demonstrated unparalleled clinical success in metastatic melanoma. Markers to predict response to immunotherapy are currently imperfect, and the subject of intense research, which will guide the future of ancillary pathologic testing in this setting.
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Affiliation(s)
- Jennifer S Ko
- Department of Anatomic Pathology, Cleveland Clinic, 9500 Euclid Avenue, L2-150, Cleveland, OH 44195, USA.
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11
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Preclinical models in the study of sex differences. Clin Sci (Lond) 2017; 131:449-469. [PMID: 28265036 DOI: 10.1042/cs20160847] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2016] [Revised: 12/13/2016] [Accepted: 01/03/2017] [Indexed: 02/06/2023]
Abstract
The biology of sex differences deals with the study of the disparities between females and males and the related biological mechanisms. Gender medicine focuses on the impact of gender and sex on human physiology, pathophysiology and clinical features of diseases that are common to women and men. The term gender refers to a complex interrelation and integration of sex-as a biological and functional determinant-and psychological and cultural behaviours (due to ethnical, social or religious background). The attention to the impact of gender differences on the pathophysiology and, therefore, on the clinical management of the most common diseases, such as cardiovascular diseases (CVD), neurodegenerative disorders, immune and autoimmune diseases as well as several tumours, is in fact often neglected. Hence, studies covering different fields of investigation and including sex differences in the pathogenesis, in diagnostic and prognostic criteria as well as in response to therapy appear mandatory. However, prerequisites for this development are preclinical studies, including in vitro and in vivo approaches. They represent the first step in the development of a drug or in the comprehension of the pathogenetic mechanisms of diseases, in turn a necessary step for the development of new or more appropriate therapeutic strategies. However, sex differences are still poorly considered and the great majority of preclinical studies do not take into account the relevance of such disparities. In this review, we describe the state of the art of these studies and provide some paradigmatic examples of key fields of investigation, such as oncology, neurology and CVD, where preclinical models should be improved.
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12
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Nocera NF, Lee MC, De La Cruz LM, Rosemblit C, Czerniecki BJ. Restoring Lost Anti-HER-2 Th1 Immunity in Breast Cancer: A Crucial Role for Th1 Cytokines in Therapy and Prevention. Front Pharmacol 2016; 7:356. [PMID: 27766079 PMCID: PMC5052279 DOI: 10.3389/fphar.2016.00356] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2016] [Accepted: 09/20/2016] [Indexed: 12/17/2022] Open
Abstract
The ErbB/B2 (HER-2/neu) oncogene family plays a critical role in the development and metastatic spread of several tumor types including breast, ovarian and gastric cancer. In breast cancer, HER-2/neu is expressed in early disease development in a large percentage of DCIS lesions and its expression is associated with an increased risk of invasion and recurrence. Targeting HER-2 with antibodies such as trastuzumab or pertuzumab has improved survival, but patients with more extensive disease may develop resistance to therapy. Interestingly, response to HER-2 targeted therapies correlates with presence of immune response genes in the breast. Th1 cell production of the cytokines interferon gamma (IFNγ) and TNFα can enhance MHC class I expression, PD-L1 expression, augment apoptosis and tumor senescence, and enhances growth inhibition of many anti-breast cancer agents, including anti-estrogens and HER-2 targeted therapies. Recently, we have identified that a loss of anti-HER-2 CD4 Th1 in peripheral blood occurs during breast tumorigenesis and is dramatically diminished, even in Stage I breast cancers. The loss of anti-HER-2 Th1 response is specific and not readily reversed by standard therapies. In fact, this loss of anti-HER-2 Th1 response in peripheral blood correlates with lack of complete response to neoadjuvant therapy and diminished disease-free survival. This defect can be restored with HER-2 vaccinations in both DCIS and IBC. Correcting the anti-HER-2 Th1 response may have significant impact in improving response to HER-2 targeted therapies. Development of immune monitoring systems for anti-HER-2 Th1 to identify patients at risk for recurrence could be critical to improving outcomes, since the anti-HER-2 Th1 response can be restored by vaccination. Correction of the cellular immune response against HER-2 may prevent recurrence in high-risk patients with DCIS and IBC at risk of developing new or recurrent breast cancer.
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Affiliation(s)
- Nadia F. Nocera
- Department of Surgery, University of Pennsylvania Perelman School of MedicinePhiladelphia, PA, USA
| | - M. Catherine Lee
- Comprehensive Breast Program, H. Lee Moffitt Cancer CenterTampa, FL, USA
| | - Lucy M. De La Cruz
- Department of Surgery, University of Pennsylvania Perelman School of MedicinePhiladelphia, PA, USA
| | - Cinthia Rosemblit
- Department of Surgery, University of Pennsylvania Perelman School of MedicinePhiladelphia, PA, USA
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Gupta S, Artomov M, Goggins W, Daly M, Tsao H. Gender Disparity and Mutation Burden in Metastatic Melanoma. J Natl Cancer Inst 2015; 107:djv221. [PMID: 26296643 PMCID: PMC4643631 DOI: 10.1093/jnci/djv221] [Citation(s) in RCA: 96] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2015] [Revised: 06/19/2015] [Accepted: 07/20/2015] [Indexed: 01/22/2023] Open
Abstract
Gender differences in melanoma incidence and outcome have been consistently observed but remain biologically unexplained. We hypothesized that tumors are genetically distinct between men and women and analyzed the mutation spectra in 266 metastatic melanomas (102 women and 164 men) from The Cancer Genome Atlas (TCGA). We found a statistically significantly greater burden of missense mutations among men (male median 298 vs female median = 211.5; male-to-female ratio [M:F] = 1.85, 95% confidence interval [CI] = 1.44 to 2.39). We validated these initial findings using available data from a separate melanoma exome cohort (n = 95) and found a similar increase in missense mutations among men (male median 393 vs female median 259; M:F = 1.59, 95% CI = 1.12 to 2.27). In addition, we found improved survival with increasing log-transformed missense mutation count (univariate hazard ratio = 0.82, 95% CI = 0.69 to 0.98) for TCGA samples. Our analyses demonstrate for the first time a gender difference in mutation burden in cutaneous melanoma.
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Affiliation(s)
- Sameer Gupta
- Wellman Center for Photomedicine, Department of Dermatology, Massachusetts General Hospital, Harvard Medical School, Boston, MA (SG, HT); Analytic and Translational Genetic Unit, Massachusetts General Hospital, Boston, MA (MA, MD); Broad Institute, Cambridge, MA (MA, MD); Chemistry and Chemical Biology Department, Harvard University, Cambridge, MA (MA); School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong (WG)
| | - Mykyta Artomov
- Wellman Center for Photomedicine, Department of Dermatology, Massachusetts General Hospital, Harvard Medical School, Boston, MA (SG, HT); Analytic and Translational Genetic Unit, Massachusetts General Hospital, Boston, MA (MA, MD); Broad Institute, Cambridge, MA (MA, MD); Chemistry and Chemical Biology Department, Harvard University, Cambridge, MA (MA); School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong (WG)
| | - William Goggins
- Wellman Center for Photomedicine, Department of Dermatology, Massachusetts General Hospital, Harvard Medical School, Boston, MA (SG, HT); Analytic and Translational Genetic Unit, Massachusetts General Hospital, Boston, MA (MA, MD); Broad Institute, Cambridge, MA (MA, MD); Chemistry and Chemical Biology Department, Harvard University, Cambridge, MA (MA); School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong (WG)
| | - Mark Daly
- Wellman Center for Photomedicine, Department of Dermatology, Massachusetts General Hospital, Harvard Medical School, Boston, MA (SG, HT); Analytic and Translational Genetic Unit, Massachusetts General Hospital, Boston, MA (MA, MD); Broad Institute, Cambridge, MA (MA, MD); Chemistry and Chemical Biology Department, Harvard University, Cambridge, MA (MA); School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong (WG)
| | - Hensin Tsao
- Wellman Center for Photomedicine, Department of Dermatology, Massachusetts General Hospital, Harvard Medical School, Boston, MA (SG, HT); Analytic and Translational Genetic Unit, Massachusetts General Hospital, Boston, MA (MA, MD); Broad Institute, Cambridge, MA (MA, MD); Chemistry and Chemical Biology Department, Harvard University, Cambridge, MA (MA); School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong (WG).
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14
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Frey AB. Suppression of T cell responses in the tumor microenvironment. Vaccine 2015; 33:7393-7400. [PMID: 26403368 DOI: 10.1016/j.vaccine.2015.08.096] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2015] [Revised: 07/06/2015] [Accepted: 08/05/2015] [Indexed: 12/29/2022]
Abstract
The immune system recognizes protein antigens expressed in transformed cells evidenced by accumulation of antigen-specific T cells in tumor and tumor draining lymph nodes. However, despite demonstrable immune response, cancers grow progressively suggesting that priming of antitumor immunity is insufficiently vigorous or that antitumor immunity is suppressed, or both. Compared to virus infection, antitumor T cells are low abundance that likely contributes to tumor escape and enhancement of priming is a long-sought goal of experimental vaccination therapy. Furthermore, patient treatment with antigen-specific T cells can in some cases overcome deficient priming and cause tumor regression supporting the notion that low numbers of T cells permits tumor outgrowth. However, tumor-induced suppression of antitumor immune response is now recognized as a significant factor contributing to cancer growth and reversal of the inhibitory influences within the tumor microenvironment is a major research objective. Multiple cell types and factors can inhibit T cell functions in tumors and may be grouped in two general classes: T cell intrinsic and T cell extrinsic. T cell intrinsic factors are exemplified by T cell expression of cell surface inhibitory signaling receptors that, after contact with cells expressing a cognate ligand, inactivate proximal T Cell Receptor-mediated signal transduction therein rendering T cells dysfunctional. T cell extrinsic factors are more diverse in nature and are produced by tumors and various non-tumor cells in the tumor microenvironment. These include proteins secreted by tumor or stromal cells, highly reactive soluble oxygen and nitrogen species, cytokines, chemokines, gangliosides, and toxic metabolites. These factors may restrict T cell entrance into the tumor parenchyma, cause inactivation of effector phase T cell functions, or induce T cell apoptosis ultimately causing diminished cancer elimination. Here, we review the contributions of inhibitory factors to tumor T cell dysfunction leading to tumor escape.
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Affiliation(s)
- Alan B Frey
- Department of Cell Biology, Perlmutter Cancer Center, New York University Langone School of Medicine, 550 First Avenue, New York, NY 10016, USA.
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15
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Felts SJ, Van Keulen VP, Scheid AD, Allen KS, Bradshaw RK, Jen J, Peikert T, Middha S, Zhang Y, Block MS, Markovic SN, Pease LR. Gene expression patterns in CD4+ peripheral blood cells in healthy subjects and stage IV melanoma patients. Cancer Immunol Immunother 2015; 64:1437-47. [PMID: 26245876 DOI: 10.1007/s00262-015-1745-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2015] [Accepted: 07/18/2015] [Indexed: 01/09/2023]
Abstract
Melanoma patients exhibit changes in immune responsiveness in the local tumor environment, draining lymph nodes, and peripheral blood. Immune-targeting therapies are revolutionizing melanoma patient care increasingly, and studies show that patients derive clinical benefit from these newer agents. Nonetheless, predicting which patients will benefit from these costly therapies remains a challenge. In an effort to capture individual differences in immune responsiveness, we are analyzing patterns of gene expression in human peripheral blood cells using RNAseq. Focusing on CD4+ peripheral blood cells, we describe multiple categories of immune regulating genes, which are expressed in highly ordered patterns shared by cohorts of healthy subjects and stage IV melanoma patients. Despite displaying conservation in overall transcriptome structure, CD4+ peripheral blood cells from melanoma patients differ quantitatively from healthy subjects in the expression of more than 2000 genes. Moreover, 1300 differentially expressed genes are found in transcript response patterns following activation of CD4+ cells ex vivo, suggesting that widespread functional discrepancies differentiate the immune systems of healthy subjects and melanoma patients. While our analysis reveals that the transcriptome architecture characteristic of healthy subjects is maintained in cancer patients, the genes expressed differentially among individuals and across cohorts provide opportunities for understanding variable immune states as well as response potentials, thus establishing a foundation for predicting individual responses to stimuli such as immunotherapeutic agents.
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Affiliation(s)
- Sara J Felts
- Department of Immunology, Mayo Clinic College of Medicine, 200 First Street SW, Rochester, MN, 55905, USA
| | - Virginia P Van Keulen
- Department of Immunology, Mayo Clinic College of Medicine, 200 First Street SW, Rochester, MN, 55905, USA
| | - Adam D Scheid
- Department of Immunology, Mayo Clinic College of Medicine, 200 First Street SW, Rochester, MN, 55905, USA
| | - Kathleen S Allen
- Department of Immunology, Mayo Clinic College of Medicine, 200 First Street SW, Rochester, MN, 55905, USA
| | - Renee K Bradshaw
- Department of Oncology, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Jin Jen
- Division of Experimental Pathology and Laboratory Medicine, Department of Laboratory Medicine and Pathology, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Tobias Peikert
- Department of Immunology, Mayo Clinic College of Medicine, 200 First Street SW, Rochester, MN, 55905, USA
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Sumit Middha
- Division of Biomedical Statistics and Informatics, Department of Health Sciences, Mayo Clinic College of Medicine, Rochester, MN, USA
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Yuji Zhang
- Division of Biomedical Statistics and Informatics, Department of Health Sciences, Mayo Clinic College of Medicine, Rochester, MN, USA
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Matthew S Block
- Department of Immunology, Mayo Clinic College of Medicine, 200 First Street SW, Rochester, MN, 55905, USA
- Department of Oncology, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Svetomir N Markovic
- Department of Immunology, Mayo Clinic College of Medicine, 200 First Street SW, Rochester, MN, 55905, USA
- Department of Oncology, Mayo Clinic College of Medicine, Rochester, MN, USA
- Division of Hematology, Department of Internal Medicine, Mayo Clinic College of Medicine, Rochester, MN, USA
| | - Larry R Pease
- Department of Immunology, Mayo Clinic College of Medicine, 200 First Street SW, Rochester, MN, 55905, USA.
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16
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Datta J, Rosemblit C, Berk E, Showalter L, Namjoshi P, Mick R, Lee KP, Brod AM, Yang RL, Kelz RR, Fitzpatrick E, Hoyt C, Feldman MD, Zhang PJ, Xu S, Koski GK, Czerniecki BJ. Progressive loss of anti-HER2 CD4 + T-helper type 1 response in breast tumorigenesis and the potential for immune restoration. Oncoimmunology 2015; 4:e1022301. [PMID: 26451293 DOI: 10.1080/2162402x.2015.1022301] [Citation(s) in RCA: 56] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2014] [Revised: 02/15/2015] [Accepted: 02/17/2015] [Indexed: 01/01/2023] Open
Abstract
Genomic profiling has identified several molecular oncodrivers in breast tumorigenesis. A thorough understanding of endogenous immune responses to these oncodrivers may provide insights into immune interventions for breast cancer (BC). We investigated systemic anti-HER2/neu CD4+ T-helper type-1 (Th1) responses in HER2-driven breast tumorigenesis. A highly significant stepwise Th1 response loss extending from healthy donors (HD), through HER2pos-DCIS, and ultimately to early stage HER2pos-invasive BC patients was detected by IFNγ ELISPOT. The anti-HER2 Th1 deficit was not attributable to host-level T-cell anergy, loss of immune competence, or increase in immunosuppressive phenotypes (Treg/MDSCs), but rather associated with a functional shift in IFNγ:IL-10-producing phenotypes. HER2high, but not HER2low, BC cells expressing IFNγ/TNF-α receptors were susceptible to Th1 cytokine-mediated apoptosis in vitro, which could be significantly rescued by neutralizing IFNγ and TNF-α, suggesting that abrogation of HER2-specific Th1 may reflect a mechanism of immune evasion in HER2-driven tumorigenesis. While largely unaffected by cytotoxic or HER2-targeted (trastuzumab) therapies, depressed Th1 responses in HER2pos-BC patients were significantly restored following HER2-pulsed dendritic cell (DC) vaccinations, suggesting that this Th1 defect is not "fixed" and can be corrected by immunologic interventions. Importantly, preserved anti-HER2 Th1 responses were associated with pathologic complete response to neoadjuvant trastuzumab/chemotherapy, while depressed responses were observed in patients incurring locoregional/systemic recurrence following trastuzumab/chemotherapy. Monitoring anti-HER2 Th1 reactivity following HER2-directed therapies may identify vulnerable subgroups at risk of clinicopathologic failure. In such patients, combinations of existing HER2-targeted therapies with strategies to boost anti-HER2 CD4+ Th1 immunity may decrease the risk of recurrence and thus warrant further investigation.
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Affiliation(s)
- Jashodeep Datta
- Department of Surgery; University Pennsylvania Perelman School of Medicine ; Philadelphia, PA USA
| | - Cinthia Rosemblit
- Department of Surgery; University Pennsylvania Perelman School of Medicine ; Philadelphia, PA USA
| | - Erik Berk
- Department of Surgery; University Pennsylvania Perelman School of Medicine ; Philadelphia, PA USA
| | - Lori Showalter
- Department of Biological Sciences; Kent State University ; Kent, OH USA
| | - Prachi Namjoshi
- Department of Biological Sciences; Kent State University ; Kent, OH USA
| | - Rosemarie Mick
- Department of Epidemiology and Biostatistics; University of Pennsylvania Perelman School of Medicine ; Philadelphia, PA USA
| | - Kathreen P Lee
- Department of Surgery; University Pennsylvania Perelman School of Medicine ; Philadelphia, PA USA
| | - Andrew M Brod
- Department of Surgery; University Pennsylvania Perelman School of Medicine ; Philadelphia, PA USA
| | - Rachel L Yang
- Department of Surgery; Stanford University Hospital and Clinics ; Palo Alto, CA USA
| | - Rachel R Kelz
- Department of Surgery; University Pennsylvania Perelman School of Medicine ; Philadelphia, PA USA
| | - Elizabeth Fitzpatrick
- Department of Surgery; University Pennsylvania Perelman School of Medicine ; Philadelphia, PA USA
| | - Clifford Hoyt
- Life Sciences & Technology; PerkinElmer Inc. ; Hopkinton, MA USA
| | - Michael D Feldman
- Department of Pathology; University of Pennsylvania Perelman School of Medicine ; Philadelphia, PA USA
| | - Paul J Zhang
- Department of Pathology; University of Pennsylvania Perelman School of Medicine ; Philadelphia, PA USA
| | - Shuwen Xu
- Department of Surgery; University Pennsylvania Perelman School of Medicine ; Philadelphia, PA USA
| | - Gary K Koski
- Department of Biological Sciences; Kent State University ; Kent, OH USA
| | - Brian J Czerniecki
- Department of Surgery; University Pennsylvania Perelman School of Medicine ; Philadelphia, PA USA ; Rena Rowen Breast Center; Hospital of the University of Pennsylvania ; Philadelphia, PA USA
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17
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Dronca RS, Dong H. A gender factor in shaping T-cell immunity to melanoma. Front Oncol 2015; 5:8. [PMID: 25699234 PMCID: PMC4313609 DOI: 10.3389/fonc.2015.00008] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2014] [Accepted: 01/11/2015] [Indexed: 01/22/2023] Open
Affiliation(s)
- Roxana S Dronca
- Division of Medical Oncology, College of Medicine, Mayo Clinic , Rochester, MN , USA
| | - Haidong Dong
- Department of Urology, College of Medicine, Mayo Clinic , Rochester, MN , USA ; Department of Immunology, College of Medicine, Mayo Clinic , Rochester, MN , USA
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