1
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Godina C, Pollak MN, Jernström H. Targeting IGF-IR improves neoadjuvant chemotherapy efficacy in breast cancers with low IGFBP7 expression. NPJ Precis Oncol 2024; 8:212. [PMID: 39362991 PMCID: PMC11450189 DOI: 10.1038/s41698-024-00712-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Accepted: 09/17/2024] [Indexed: 10/05/2024] Open
Abstract
There has been a long-standing interest in targeting the type 1 insulin-like growth factor receptor (IGF-1R) signaling system in breast cancer due to its key role in neoplastic proliferation and survival. However, no IGF-1R targeting agent has shown substantial clinical benefit in controlled phase 3 trials, and no biomarker has been shown to have clinical utility in the prediction of benefit from an IGF-1R targeting agent. IGFBP7 is an atypical insulin-like growth factor binding protein as it has a higher affinity for the IGF-1R than IGF ligands. We report that low IGFBP7 gene expression identifies a subset of breast cancers for which the addition of ganitumab, an anti-IGF-1R monoclonal antibody, to neoadjuvant chemotherapy, substantially improved the pathological complete response rate compared to neoadjuvant chemotherapy alone. The pCR rate in the chemotherapy plus ganitumab arm was 46.9% in patients in the lowest quartile of IGFBP7 expression, in contrast to only 5.6% in the highest quartile. Furthermore, high IGFBP7 expression predicted increased distant metastasis risk. If our findings are confirmed, decisions to halt the development of IGF-1R targeting drugs, which were based on disappointing results of prior trials that did not use predictive biomarkers, should be reviewed.
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Affiliation(s)
- Christopher Godina
- Division of Oncology, Department of Clinical Sciences in Lund, Lund University Cancer Center/Kamprad, Lund University and Skåne University Hospital, Barngatan 4, SE-221 85, Lund, Sweden.
| | - Michael N Pollak
- Lady Davis Institute for Medical Research, Jewish General Hospital and Department of Oncology, McGill University, Montreal, QC, Canada
| | - Helena Jernström
- Division of Oncology, Department of Clinical Sciences in Lund, Lund University Cancer Center/Kamprad, Lund University and Skåne University Hospital, Barngatan 4, SE-221 85, Lund, Sweden.
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2
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Wang Z, Katsaros D, Wang J, Biglio N, Hernandez BY, Fei P, Lu L, Risch H, Yu H. Machine learning-based cluster analysis of immune cell subtypes and breast cancer survival. Sci Rep 2023; 13:18962. [PMID: 37923775 PMCID: PMC10624674 DOI: 10.1038/s41598-023-45932-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Accepted: 10/25/2023] [Indexed: 11/06/2023] Open
Abstract
Host immunity involves various immune cells working in concert to achieve balanced immune response. Host immunity interacts with tumorigenic process impacting disease outcome. Clusters of different immune cells may reveal unique host immunity in relation to breast cancer progression. CIBERSORT algorithm was used to estimate relative abundances of 22 immune cell types in 3 datasets, METABRIC, TCGA, and our study. The cell type data in METABRIC were analyzed for cluster using unsupervised hierarchical clustering (UHC). The UHC results were employed to train machine learning models. Kaplan-Meier and Cox regression survival analyses were performed to assess cell clusters in association with relapse-free and overall survival. Differentially expressed genes by clusters were interrogated with IPA for molecular signatures. UHC analysis identified two distinct immune cell clusters, clusters A (83.2%) and B (16.8%). Memory B cells, plasma cells, CD8 positive T cells, resting memory CD4 T cells, activated NK cells, monocytes, M1 macrophages, and resting mast cells were more abundant in clusters A than B, whereas regulatory T cells and M0 and M2 macrophages were more in clusters B than A. Patients in cluster A had favorable survival. Similar survival associations were also observed in other independent studies. IPA analysis showed that pathogen-induced cytokine storm signaling pathway, phagosome formation, and T cell receptor signaling were related to the cell type clusters. Our finding suggests that different immune cell clusters may indicate distinct immune responses to tumor growth, suggesting their potential for disease management.
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Affiliation(s)
- Zhanwei Wang
- Cancer Epidemiology Program, University of Hawaii Cancer Center, 701 Ilalo Street, Honolulu, HI, 96813, USA
| | - Dionyssios Katsaros
- Department of Surgical Sciences, Gynecology, AOU Città della Salute, University of Torino, Turin, Italy
| | - Junlong Wang
- Cancer Epidemiology Program, University of Hawaii Cancer Center, 701 Ilalo Street, Honolulu, HI, 96813, USA
- Department of Molecular Biosciences and Bioengineering, University of Hawaii at Manoa, Honolulu, HI, USA
| | - Nicholetta Biglio
- Division of Obstetrics and Gynecology, Department of Surgical Sciences, University of Torino School of Medicine, Mauriziano Hospital, Turin, Italy
| | - Brenda Y Hernandez
- Cancer Epidemiology Program, University of Hawaii Cancer Center, 701 Ilalo Street, Honolulu, HI, 96813, USA
| | - Peiwen Fei
- Cancer Biology Program, University of Hawaii Cancer Center, Honolulu, HI, USA
| | - Lingeng Lu
- Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, CT, USA
| | - Harvey Risch
- Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, CT, USA
| | - Herbert Yu
- Cancer Epidemiology Program, University of Hawaii Cancer Center, 701 Ilalo Street, Honolulu, HI, 96813, USA.
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3
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Gómez-Cuadrado L, Bullock E, Mabruk Z, Zhao H, Souleimanova M, Noer PR, Turnbull AK, Oxvig C, Bertos N, Byron A, Dixon JM, Park M, Haider S, Natrajan R, Sims AH, Brunton VG. Characterisation of the Stromal Microenvironment in Lobular Breast Cancer. Cancers (Basel) 2022; 14:904. [PMID: 35205651 PMCID: PMC8870100 DOI: 10.3390/cancers14040904] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Revised: 01/25/2022] [Accepted: 02/06/2022] [Indexed: 11/16/2022] Open
Abstract
Invasive lobular carcinoma (ILC) is the second most common histological subtype of breast cancer, and it exhibits a number of clinico-pathological characteristics distinct from the more common invasive ductal carcinoma (IDC). We set out to identify alterations in the tumor microenvironment (TME) of ILC. We used laser-capture microdissection to separate tumor epithelium from stroma in 23 ER+ ILC primary tumors. Gene expression analysis identified 45 genes involved in regulation of the extracellular matrix (ECM) that were enriched in the non-immune stroma of ILC, but not in non-immune stroma from ER+ IDC or normal breast. Of these, 10 were expressed in cancer-associated fibroblasts (CAFs) and were increased in ILC compared to IDC in bulk gene expression datasets, with PAPPA and TIMP2 being associated with better survival in ILC but not IDC. PAPPA, a gene involved in IGF-1 signaling, was the most enriched in the stroma compared to the tumor epithelial compartment in ILC. Analysis of PAPPA- and IGF1-associated genes identified a paracrine signaling pathway, and active PAPP-A was shown to be secreted from primary CAFs. This is the first study to demonstrate molecular differences in the TME between ILC and IDC identifying differences in matrix organization and growth factor signaling pathways.
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Affiliation(s)
- Laura Gómez-Cuadrado
- Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, University of Edinburgh, Crewe Road South, Edinburgh EH4 2XR, UK; (L.G.-C.); (E.B.); (Z.M.); (A.K.T.); (A.B.)
| | - Esme Bullock
- Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, University of Edinburgh, Crewe Road South, Edinburgh EH4 2XR, UK; (L.G.-C.); (E.B.); (Z.M.); (A.K.T.); (A.B.)
| | - Zeanap Mabruk
- Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, University of Edinburgh, Crewe Road South, Edinburgh EH4 2XR, UK; (L.G.-C.); (E.B.); (Z.M.); (A.K.T.); (A.B.)
| | - Hong Zhao
- Goodman Cancer Research Centre, McGill University, Montreal, QC H3A 1A3, Canada; (H.Z.); (M.S.); (M.P.)
| | - Margarita Souleimanova
- Goodman Cancer Research Centre, McGill University, Montreal, QC H3A 1A3, Canada; (H.Z.); (M.S.); (M.P.)
| | - Pernille Rimmer Noer
- Department of Molecular Biology and Genetics, University of Aarhus, DK-8000 Aarhus C, Denmark; (P.R.N.); (C.O.)
| | - Arran K. Turnbull
- Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, University of Edinburgh, Crewe Road South, Edinburgh EH4 2XR, UK; (L.G.-C.); (E.B.); (Z.M.); (A.K.T.); (A.B.)
| | - Claus Oxvig
- Department of Molecular Biology and Genetics, University of Aarhus, DK-8000 Aarhus C, Denmark; (P.R.N.); (C.O.)
| | - Nicholas Bertos
- Research Institute of the McGill University Health Centre, Montreal, QC H4A 3J1, Canada;
| | - Adam Byron
- Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, University of Edinburgh, Crewe Road South, Edinburgh EH4 2XR, UK; (L.G.-C.); (E.B.); (Z.M.); (A.K.T.); (A.B.)
| | - J. Michael Dixon
- Edinburgh Breast Unit, University of Edinburgh, Edinburgh EH4 2XU, UK;
| | - Morag Park
- Goodman Cancer Research Centre, McGill University, Montreal, QC H3A 1A3, Canada; (H.Z.); (M.S.); (M.P.)
| | - Syed Haider
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London SW3 6JB, UK; (S.H.); (R.N.)
| | - Rachael Natrajan
- The Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London SW3 6JB, UK; (S.H.); (R.N.)
| | - Andrew H. Sims
- Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, University of Edinburgh, Crewe Road South, Edinburgh EH4 2XR, UK; (L.G.-C.); (E.B.); (Z.M.); (A.K.T.); (A.B.)
| | - Valerie G. Brunton
- Cancer Research UK Edinburgh Centre, Institute of Genetics and Cancer, University of Edinburgh, Crewe Road South, Edinburgh EH4 2XR, UK; (L.G.-C.); (E.B.); (Z.M.); (A.K.T.); (A.B.)
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4
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Kamaludin Z, Siddig A, Yaacob NM, Lam AK, Rahman WFWA. Angiopoietin-Like Protein 4 and Insulin-Like Growth Factor-1 Expression in Invasive Breast Carcinoma in Young Women. PATHOPHYSIOLOGY 2022; 29:9-23. [PMID: 35366286 PMCID: PMC8955684 DOI: 10.3390/pathophysiology29010002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Revised: 12/21/2021] [Accepted: 01/10/2022] [Indexed: 01/23/2023] Open
Abstract
Biomarker identification is imperative for invasive breast carcinoma, which is more aggressive and associated with higher mortality and worse prognosis in younger patients (<45 years) than in older patients (>50 years). The current study aimed to investigate angiopoietin-like protein 4 (ANGPTL4) and insulin-like growth factor-1 (IGF-1) protein expression in breast tissue from young patients with breast carcinoma. Immunohistochemical staining was applied in formalin-fixed, paraffin-embedded samples of breast carcinoma tissue from young patients aged <45 years at the time of diagnosis. Both proteins were expressed in the majority of cases. The highest frequency of positive ANGPTL4 and IGF-1 expression was observed in the luminal A subtype, whereas the HER2-overexpression subtype exhibited the lowest expression frequency for both proteins. There was no significant association between ANGPTL4 (p = 0.897) and IGF-1 (p = 0.091) expression and molecular subtypes of breast carcinoma. The histological grade was a significant predictor of ANGPTL4 expression (grade 1 vs. grade 3, adjusted odds ratio = 12.39, p = 0.040). Therefore, ANGPTL-4 and IGF-1 expressions are common in young breast carcinoma tissue. There is a potential use of them as biomarkers in breast carcinoma.
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Affiliation(s)
- Zaleha Kamaludin
- Department of Pathology, School of Medical Sciences, Health Campus, Universiti Sains Malaysia, Kelantan 16150, Malaysia; (Z.K.); (A.S.)
| | - Alaa Siddig
- Department of Pathology, School of Medical Sciences, Health Campus, Universiti Sains Malaysia, Kelantan 16150, Malaysia; (Z.K.); (A.S.)
| | - Najib Majdi Yaacob
- Unit of Biostatistics and Research Methodology, Health Campus, Universiti Sains Malaysia, Kelantan 16150, Malaysia;
| | - Alfred K. Lam
- School of Medicine, Griffith University, Gold Coast, QLD 4222, Australia;
| | - Wan Faiziah Wan Abdul Rahman
- Department of Pathology, School of Medical Sciences, Health Campus, Universiti Sains Malaysia, Kelantan 16150, Malaysia; (Z.K.); (A.S.)
- Breast Cancer Awareness and Research Unit, Hospital Universiti Sains Malaysia, Kelantan 16150, Malaysia
- Correspondence:
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5
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Yee D, Isaacs C, Wolf DM, Yau C, Haluska P, Giridhar KV, Forero-Torres A, Jo Chien A, Wallace AM, Pusztai L, Albain KS, Ellis ED, Beckwith H, Haley BB, Elias AD, Boughey JC, Kemmer K, Yung RL, Pohlmann PR, Tripathy D, Clark AS, Han HS, Nanda R, Khan QJ, Edmiston KK, Petricoin EF, Stringer-Reasor E, Falkson CI, Majure M, Mukhtar RA, Helsten TL, Moulder SL, Robinson PA, Wulfkuhle JD, Brown-Swigart L, Buxton M, Clennell JL, Paoloni M, Sanil A, Berry S, Asare SM, Wilson A, Hirst GL, Singhrao R, Asare AL, Matthews JB, Hylton NM, DeMichele A, Melisko M, Perlmutter J, Rugo HS, Fraser Symmans W, Van't Veer LJ, Berry DA, Esserman LJ. Ganitumab and metformin plus standard neoadjuvant therapy in stage 2/3 breast cancer. NPJ Breast Cancer 2021; 7:131. [PMID: 34611148 PMCID: PMC8492731 DOI: 10.1038/s41523-021-00337-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Accepted: 08/26/2021] [Indexed: 12/11/2022] Open
Abstract
I-SPY2 is an adaptively randomized phase 2 clinical trial evaluating novel agents in combination with standard-of-care paclitaxel followed by doxorubicin and cyclophosphamide in the neoadjuvant treatment of breast cancer. Ganitumab is a monoclonal antibody designed to bind and inhibit function of the type I insulin-like growth factor receptor (IGF-1R). Ganitumab was tested in combination with metformin and paclitaxel (PGM) followed by AC compared to standard-of-care alone. While pathologic complete response (pCR) rates were numerically higher in the PGM treatment arm for hormone receptor-negative, HER2-negative breast cancer (32% versus 21%), this small increase did not meet I-SPY's prespecified threshold for graduation. PGM was associated with increased hyperglycemia and elevated hemoglobin A1c (HbA1c), despite the use of metformin in combination with ganitumab. We evaluated several putative predictive biomarkers of ganitumab response (e.g., IGF-1 ligand score, IGF-1R signature, IGFBP5 expression, baseline HbA1c). None were specific predictors of response to PGM, although several signatures were associated with pCR in both arms. Any further development of anti-IGF-1R therapy will require better control of anti-IGF-1R drug-induced hyperglycemia and the development of more predictive biomarkers.
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Affiliation(s)
- Douglas Yee
- Masonic Cancer Center, University of Minnesota, 420 Delaware St., SE, MMC 480, Minneapolis, MN, 55455, USA.
| | - Claudine Isaacs
- Georgetown University, 3800 Reservoir Rd, NW, Washington, DC, 20007, USA
| | - Denise M Wolf
- University of California San Francisco Department of Laboratory Medicine, 2340 Sutter Street, S433, San Francisco, CA, 94115, USA
| | - Christina Yau
- University of California San Francisco Department of Laboratory Medicine, 2340 Sutter Street, S433, San Francisco, CA, 94115, USA
| | - Paul Haluska
- Mayo Clinic Rochester c/o Merck Corporation, 126 E. Lincoln Ave Rahway, New Jersey, 07065, USA
| | - Karthik V Giridhar
- Mayo Clinic Division of Medical Oncology, 200 1st St SW, Rochester, MN, 55905, USA
| | - Andres Forero-Torres
- University of Alabama at Birmingham c/o Seattle Genetics, 21823 30th Drive S.E., Bothell, WA, 98021, USA
| | - A Jo Chien
- University of California San Francisco Division of Hematology-Oncology, 550 16th Street, San Francisco, CA, 94158, USA
| | - Anne M Wallace
- University of California San Diego Department of Surgery, 3855 Health Sciences Dr, M/C 0698, La Jolla, CA, 92093, USA
| | - Lajos Pusztai
- Yale University Medical Onciology, 111 Goose Lane, Fl 2, Guilford, CT, 06437, USA
| | - Kathy S Albain
- Loyola University Chicago Stritch School of Medicine Cardinal Bernardin Cancer Center, 2160 South First Ave, Maywood, IL, 60153, USA
| | - Erin D Ellis
- Swedish Cancer Institute Medical Oncology, 1221 Madison Street, Seattle, WA, 98104, USA
| | - Heather Beckwith
- Masonic Cancer Center, University of Minnesota, 420 Delaware St., SE, MMC 480, Minneapolis, MN, 55455, USA
| | - Barbara B Haley
- UT Southwestern Medical Center Division of Hematology-Oncology, 5323 Harry Hines Blvd, Bldg E6.222D, Dallas, TX, 75390-9155, USA
| | - Anthony D Elias
- University of Colorado Anschutz Medical Center Division of Medical Oncology, 1665 Aurora Ct., Rm. 3200, MS F700, Aurora, CO, 80045, USA
| | - Judy C Boughey
- Mayo Clinic Division of Medical Oncology, 200 1st St SW, Rochester, MN, 55905, USA
| | - Kathleen Kemmer
- OHSU Knight Cancer Institute South Waterfront Center for Health and Healing, 3303 SW Bond Ave Building 1, Suite 7, Portland, OR, 97239, USA
| | - Rachel L Yung
- University of Washington Seattle Cancer Care Alliance, 825 Eastlake Ave East, Seattle, WA, 98109-1023, USA
| | - Paula R Pohlmann
- Georgetown University, 3800 Reservoir Rd, NW, Washington, DC, 20007, USA
| | - Debu Tripathy
- MD Anderson Cancer Center, 1515 Holcombe, Houston, Texas, 77030, USA
| | - Amy S Clark
- University of Pennsylvania Division of Hematology-Oncology 3 Perelman Center, 3400 Civic Center Blvd, Philadelphia, PA, 19104, USA
| | - Hyo S Han
- Moffit Cancer Center, 2902 USF Magnolia Drive, Tampa, FL, 33612, USA
| | - Rita Nanda
- University of Chicago Section of Hematology/Oncology, 5841S. Maryland Avenue, MC 2115, Chicago, IL, 60437, USA
| | - Qamar J Khan
- University of Kansas Division of Oncology, 2330 Shawnee Mission Pkwy, Ste 210, Westwood, KS, 66205, USA
| | - Kristen K Edmiston
- Inova Medical Group, 3580 Joseph Siewick Dr 101, Fairfax, VA, 22033-1764, USA
| | - Emanuel F Petricoin
- George Mason University Institute for Advanced Biomedical Research, 10920 George Mason Circle Room 2008, MS1A9, Manassas, Virginia, 20110, USA
| | - Erica Stringer-Reasor
- University of Alabama at Birmingham Hematology/Oncology, 1802 Sixth Avenue South 2510, Birmingham, AL, 35294-3300, USA
| | - Carla I Falkson
- Wilmot Cancer Institute Pluta Cancer Center, 125 Red Creek Drive, Rochester, NY, 14623, USA
| | - Melanie Majure
- University of California San Francisco, 550 16th Street, 6464, San Francisco, CA, 94158, USA
| | - Rita A Mukhtar
- University of California San Francisco, 550 16th Street, 6464, San Francisco, CA, 94158, USA
| | - Teresa L Helsten
- University of California San Diego Division of Hematology-Oncology, 9400 Campus Point Dr, La Jolla, CA, 92037, USA
| | - Stacy L Moulder
- MD Anderson Cancer Center, 1515 Holcombe, Houston, Texas, 77030, USA
| | - Patricia A Robinson
- Loyola University Chicago Stritch School of Medicine Cardinal Bernardin Cancer Center, 2160 South First Ave, Maywood, IL, 60153, USA
| | - Julia D Wulfkuhle
- George Mason University Institute for Advanced Biomedical Research, 10920 George Mason Circle Room 2008, MS1A9, Manassas, Virginia, 20110, USA
| | - Lamorna Brown-Swigart
- University of California San Francisco Department of Laboratory Medicine, 2340 Sutter Street, S433, San Francisco, CA, 94115, USA
| | - Meredith Buxton
- University of California San Francisco c/o Global Coalition for Adaptive Research, 1661 Massachusetts Ave, Lexington, MA, 02420, USA
| | - Julia L Clennell
- University of California San Francisco c/o IQVIA, 135 Main St 21 floor, San Francisco, CA, 94105, USA
| | | | - Ashish Sanil
- Berry Consultants, LLC 3345 Bee Cave Rd Suite 201, Austin, TX, 78746, USA
| | - Scott Berry
- Berry Consultants, LLC 3345 Bee Cave Rd Suite 201, Austin, TX, 78746, USA
| | - Smita M Asare
- Quantum Leap Healthcare Collaborative, 3450 California St, San Francisco, CA, 94143, USA
| | - Amy Wilson
- Quantum Leap Healthcare Collaborative, 3450 California St, San Francisco, CA, 94143, USA
| | - Gillian L Hirst
- University of California San Francisco, 550 16th Street, 6464, San Francisco, CA, 94158, USA
| | - Ruby Singhrao
- University of California San Francisco, 550 16th Street, 6464, San Francisco, CA, 94158, USA
| | - Adam L Asare
- Quantum Leap Healthcare Collaborative, 3450 California St, San Francisco, CA, 94143, USA
| | - Jeffrey B Matthews
- University of California San Francisco, 550 16th Street, 6464, San Francisco, CA, 94158, USA
| | - Nola M Hylton
- University of California San Francisco, 550 16th Street, 6464, San Francisco, CA, 94158, USA
| | - Angela DeMichele
- University of Pennsylvania Division of Hematology-Oncology 3 Perelman Center, 3400 Civic Center Blvd, Philadelphia, PA, 19104, USA
| | - Michelle Melisko
- University of California San Francisco, 550 16th Street, 6464, San Francisco, CA, 94158, USA
| | - Jane Perlmutter
- University of California San Francisco, 550 16th Street, 6464, San Francisco, CA, 94158, USA
| | - Hope S Rugo
- University of California San Francisco, 550 16th Street, 6464, San Francisco, CA, 94158, USA
| | - W Fraser Symmans
- MD Anderson Cancer Center, 1515 Holcombe, Houston, Texas, 77030, USA
| | - Laura J Van't Veer
- University of California San Francisco Department of Laboratory Medicine, 2340 Sutter Street, S433, San Francisco, CA, 94115, USA
| | - Donald A Berry
- Quantum Leap Healthcare Collaborative, 3450 California St, San Francisco, CA, 94143, USA
| | - Laura J Esserman
- University of California San Francisco, 550 16th Street, 6464, San Francisco, CA, 94158, USA
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6
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Costa-Silva DR, Barros-Oliveira MDC, Silva BBD. Systematic review of insulin-like growth factor 1 gene expression in women with breast cancer. REVISTA DA ASSOCIACAO MEDICA BRASILEIRA (1992) 2021; 67:1372-1376. [PMID: 34816937 DOI: 10.1590/1806-9282.20210220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Accepted: 03/21/2021] [Indexed: 09/19/2023]
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7
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Hosio M, Urpilainen E, Hautakoski A, Marttila M, Arffman M, Sund R, Ahtikoski A, Puistola U, Läärä E, Karihtala P, Jukkola A. Association of antidiabetic medication and statins with survival from ductal and lobular breast carcinoma in women with type 2 diabetes. Sci Rep 2021; 11:10445. [PMID: 34001921 PMCID: PMC8129135 DOI: 10.1038/s41598-021-88488-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Accepted: 04/06/2021] [Indexed: 12/22/2022] Open
Abstract
We investigated the survival of female patients with pre-existing type 2 diabetes (T2D) diagnosed with invasive ductal carcinoma (IDC) and invasive lobular carcinoma (ILC) of breast, in relation to the use of metformin, other antidiabetic medication (ADM) and statins. The study cohort consisted of 3,165 women (2,604 with IDC and 561 with ILC). The cumulative mortality from breast cancer (BC) and from other causes was calculated using the Aalen-Johansen estimator. The cause-specific mortality rates were analysed by Cox models, and adjusted hazard ratios (HRs) were estimated for the use of different medications. No evidence of an association of metformin use with BC mortality was observed in either IDC (HR 0.92, 95% confidence interval [CI] 0.64-1.31) or ILC (HR 0.68, 95% CI 0.32-1.46) patients, when compared to other oral ADMs. The mortality from other causes was found to be lower amongst the IDC patients using metformin (HR 0.64, 95% CI 0.45-0.89), but amongst ILC patients the evidence was inconclusive (HR 1.22, 95% CI 0.64-2.32). Statin use was consistently associated with reduced mortality from BC in IDC patients (HR 0.77, 95% CI 0.62-0.96) and ILC patients (HR 0.59, 95% CI 0.37-0.96), and also mortality from other causes in IDC patients (HR 0.81, 95% CI 0.67-0.96) and in ILC patients (HR 0.66, 95% CI 0.43-1.01). We found no sufficient evidence for the possible effects of metformin and statins on the prognosis of BC being different in the two histological subtypes.
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MESH Headings
- Adult
- Aged
- Aged, 80 and over
- Breast Neoplasms/complications
- Breast Neoplasms/mortality
- Breast Neoplasms/therapy
- Carcinoma, Ductal, Breast/complications
- Carcinoma, Ductal, Breast/mortality
- Carcinoma, Ductal, Breast/therapy
- Carcinoma, Lobular/complications
- Carcinoma, Lobular/mortality
- Carcinoma, Lobular/therapy
- Diabetes Mellitus, Type 2/complications
- Diabetes Mellitus, Type 2/drug therapy
- Female
- Follow-Up Studies
- Humans
- Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use
- Hypoglycemic Agents/therapeutic use
- Middle Aged
- Prognosis
- Registries/statistics & numerical data
- Survival Analysis
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Affiliation(s)
- Mayu Hosio
- Department of Oncology and Radiotherapy, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, PO Box 22, 90029, Oulu, Finland.
| | - Elina Urpilainen
- Department of Obstetrics and Gynaecology, PEDEGO Research Unit, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, PO Box 23, 90029, Oulu, Finland
| | - Ari Hautakoski
- Research Unit of Mathematical Sciences, University of Oulu, PO Box 3000, 90014, Oulu, Finland
| | - Mikko Marttila
- Orion Corporation, Orionintie 1, PO Box 65, 02101, Espoo, Finland
| | - Martti Arffman
- Service System Research Unit, Finnish Institute for Health and Welfare, PO Box 30, 00271, Helsinki, Finland
| | - Reijo Sund
- Institute of Clinical Medicine, University of Eastern Finland, PO Box 1627, 70211, Kuopio, Finland
| | - Anne Ahtikoski
- Cancer and Translational Medicine Research Unit, Department of Pathology, Oulu University Hospital and University of Oulu, PO Box 50, 90029, Oulu, Finland
| | - Ulla Puistola
- Department of Obstetrics and Gynaecology, PEDEGO Research Unit, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, PO Box 23, 90029, Oulu, Finland
| | - Esa Läärä
- Research Unit of Mathematical Sciences, University of Oulu, PO Box 3000, 90014, Oulu, Finland
| | - Peeter Karihtala
- Department of Oncology and Radiotherapy, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, PO Box 22, 90029, Oulu, Finland
- Department of Oncology, Helsinki University Comprehensive Cancer Center, P.O.Box 180, 00029, Helsinki, Finland
- University of Helsinki, Helsinki, Finland
| | - Arja Jukkola
- Department of Oncology and Radiotherapy, Cancer Center Tampere, Tampere University Hospital, Tampere, Finland
- Faculty of Medicine and Health Technology, Tampere University, Box 2000, 33521, Tampere, Finland
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8
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Chen M, Tsai CW, Chang WS, Xiong GY, Xu Y, Bau DT, Gu J. High circulating insulin-like growth factor-1 reduces the risk of renal cell carcinoma: a Mendelian randomization study. Carcinogenesis 2021; 42:826-830. [PMID: 33852723 DOI: 10.1093/carcin/bgab031] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Revised: 03/31/2021] [Accepted: 04/09/2021] [Indexed: 12/11/2022] Open
Abstract
Insulin and insulin-like growth factors play important roles in carcinogenesis. Circulating insulin-like growth factor-1 (IGF-1) and insulin-like growth factor-binding protein-3 (IGFBP-3) have been linked to cancer susceptibility. The associations of circulating IGF-1 and IGFBP-3 with the risk of renal cell carcinoma (RCC) are inconsistent. Recent large genome-wide association studies have identified 413 single nucleotide polymorphisms (SNPs) associated with IGF-1 and 4 SNPs associated with IGFBP-3. In this large case-control study consisting of 2069 RCC patients and 2052 healthy controls of European ancestry, we used a two-sample Mendelian randomization (MR) approach to investigate the associations of genetically predicted circulating IGF-1 and IGFBP-3 with RCC risk. We used an individual level data-based genetic risk score (GRS) and a summary statistics-based inverse-variance weighting (IVW) method in MR analyses. We found that genetically predicted IGF-1 was significantly associated with RCC risk in both the GRS analysis [odds ratio (OR) = 0.43 per SD increase, 95% confidence interval (CI), 0.34-0.53] and the IVW analysis (OR = 0.46 per SD increase, 95% CI, 0.37-0.57). Dichotomized at the median GRS value of IGF-1 in controls, individuals with high GRS had a 45% reduced RCC risk (OR = 0.55, 95% CI, 0.48-0.62) compared with those with low GRS. Genetically predicted circulating IGFBP-3 was not associated with RCC risk. This is the largest RCC study of circulating IGF-1 and IGFBP-3 to date and our data suggest a strong inverse relationship between circulating IGF-1 level and RCC risk.
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Affiliation(s)
- Meng Chen
- Department of Clinical Laboratory, National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.,Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Chia-Wen Tsai
- Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.,Department of Medical Research, Terry Fox Cancer Research Laboratory, China Medical University Hospital, Taichung, Taiwan
| | - Wen-Shin Chang
- Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.,Department of Medical Research, Terry Fox Cancer Research Laboratory, China Medical University Hospital, Taichung, Taiwan
| | - Grace Y Xiong
- Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Yifan Xu
- Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Da-Tian Bau
- Department of Medical Research, Terry Fox Cancer Research Laboratory, China Medical University Hospital, Taichung, Taiwan.,Department of Bioinformatics and Medical Engineering, Asia University, Taichung, Taiwan
| | - Jian Gu
- Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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9
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Costa-Silva DR, Barros-Oliveira MDC, Alves-Ribeiro FA, Campos-Verdes LC, Nery Junior EDJ, Vieira-Valença SF, de Vasconcelos-Valença RJ, Soares VM, Pinho-Sobral AL, Sousa EB, Lopes-Costa PV, dos Santos AR, Viana JL, Cardoso AC, Luz-Borges VM, Pereira RDO, Tavares CB, Silva VC, Rodrigues-Junior DM, Gebrim LH, da Silva BB. Assessment of IGF-1 expression in the peripheral blood of women with recurrent breast cancer. Medicine (Baltimore) 2020; 99:e22890. [PMID: 33120836 PMCID: PMC7581150 DOI: 10.1097/md.0000000000022890] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
Breast cancer is the most common malignancy affecting women worldwide. The insulin-like growth factor 1 (IGF-1) gene encodes a protein responsible for a wide variety of physiological processes, including differentiation and cell proliferation. Despite several studies on tumor tissues, no study has evaluated IGF-1 expression in the peripheral blood of women with recurrent breast cancer.In this cross-sectional study, IGF-1 expression in the peripheral blood of 146 women with breast cancer treated approximately 5 years ago was quantified by quantitative reverse transcription polymerase chain. The women were divided into 2 groups: non-recurrence (n = 85) and recurrence (n = 61). Statistical analysis of the data was performed using ANOVA, Mann-Whitney, and Chi-squared tests (P < .05).The results showed no significant difference in IGF-1 expression between the non-recurrence and recurrence groups (P = .988). In the subgroups of patients with lymph node involvement, no statistically significant difference was observed in IGF-1 expression between women with recurrence and those non-recurrence (P = .113). In patients without lymph node metastases, IGF-1 messenger ribonucleic acid (mRNA) expression levels were significantly higher in the non-recurrence group than in the recurrence group (P = .019). Furthermore, using the median IGF-1 mRNA expression as the cutoff point, it was obtained a statistically significant difference in tumor histological grade among women with recurrent breast cancer (P = .042).These data showed significantly higher IGF-1 expression in women without lymph node metastases in the non-recurrence group compared with the recurrence group. In addition, a significant difference was observed in median IGF-1 mRNA expression in relation to tumor histological grade in women with recurrent breast cancer.
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Affiliation(s)
- Danylo Rafhael Costa-Silva
- Department of Health, Northeast, Postgraduate Program of the Northeast Network of Biotechnology (RENORBIO)
| | | | | | | | - Elmo de Jesus Nery Junior
- Department of Health, Northeast, Postgraduate Program of the Northeast Network of Biotechnology (RENORBIO)
| | | | | | - Veronica Mendes Soares
- Department of Health, Northeast, Postgraduate Program of the Northeast Network of Biotechnology (RENORBIO)
| | | | | | | | | | | | | | | | - Renato de Oliveira Pereira
- Department of Health, Northeast, Postgraduate Program of the Northeast Network of Biotechnology (RENORBIO)
| | - Cleciton Braga Tavares
- Department of Health, Northeast, Postgraduate Program of the Northeast Network of Biotechnology (RENORBIO)
| | - Vladimir Costa Silva
- Department of Health, Northeast, Postgraduate Program of the Northeast Network of Biotechnology (RENORBIO)
| | | | - Luiz Henrique Gebrim
- Department of Health, Northeast, Postgraduate Program of the Northeast Network of Biotechnology (RENORBIO)
- Department of Mastology, Perola Byington Hospital, São Paulo, Brazil
| | - Benedito Borges da Silva
- Department of Health, Northeast, Postgraduate Program of the Northeast Network of Biotechnology (RENORBIO)
- Getulio Vargas Hospital, Federal University of Piaui, Teresina, Piaui
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10
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Kang T, Yau C, Wong CK, Sanborn JZ, Newton Y, Vaske C, Benz SC, Krings G, Camarda R, Henry JE, Stuart J, Powell M, Benz CC. A risk-associated Active transcriptome phenotype expressed by histologically normal human breast tissue and linked to a pro-tumorigenic adipocyte population. Breast Cancer Res 2020; 22:81. [PMID: 32736587 PMCID: PMC7395362 DOI: 10.1186/s13058-020-01322-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Accepted: 07/23/2020] [Indexed: 01/04/2023] Open
Abstract
Background Previous studies have identified and validated a risk-associated Active transcriptome phenotype commonly expressed in the cancer-adjacent and histologically normal epithelium, stroma, and adipose containing peritumor microenvironment of clinically established invasive breast cancers, conferring a 2.5- to 3-fold later risk of dying from recurrent breast cancer. Expression of this Active transcriptome phenotype has not yet been evaluated in normal breast tissue samples unassociated with any benign or malignant lesions; however, it has been associated with increased peritumor adipocyte composition. Methods Detailed histologic and transcriptomic (RNAseq) analyses were performed on normal breast biopsy samples from 151 healthy, parous, non-obese (mean BMI = 29.60 ± 7.92) women, ages 27–66 who donated core breast biopsy samples to the Komen Tissue Bank, and whose average breast cancer risk estimate (Gail score) at the time of biopsy (1.27 ± 1.34) would not qualify them for endocrine prevention therapy. Results Full genome RNA sequencing (RNAseq) identified 52% (78/151) of these normal breast samples as expressing the Active breast phenotype. While Active signature genes were found to be most variably expressed in mammary adipocytes, donors with the Active phenotype had no difference in BMI but significantly higher Gail scores (1.46 vs. 1.18; p = 0.007). Active breast samples possessed 1.6-fold more (~ 80%) adipocyte nuclei, larger cross-sectional adipocyte areas (p < 0.01), and 0.5-fold fewer stromal and epithelial cell nuclei (p < 1e−6). Infrequent low-level expression of cancer gene hotspot mutations was detected but not enriched in the Active breast samples. Active samples were enriched in gene sets associated with adipogenesis and fat metabolism (FDR q ≤ 10%), higher signature scores for cAMP-dependent lipolysis known to drive breast cancer progression, white adipose tissue browning (Wilcoxon p < 0.01), and genes associated with adipocyte activation (leptin, adiponectin) and remodeling (CAV1, BNIP3), adipokine growth factors (IGF-1, FGF2), and pro-inflammatory fat signaling (IKBKG, CCL13). Conclusions The risk-associated Active transcriptome phenotype first identified in cancer-adjacent breast tissues also occurs commonly in healthy women without breast disease who do not qualify for breast cancer chemoprevention, and independently of breast expressed cancer-associated mutations. The risk-associated Active phenotype appears driven by a pro-tumorigenic adipocyte microenvironment that can predate breast cancer development.
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Affiliation(s)
- Taekyu Kang
- Buck Institute for Research on Aging, 8001 Redwood Blvd., Novato, CA, 94945, USA
| | - Christina Yau
- Buck Institute for Research on Aging, 8001 Redwood Blvd., Novato, CA, 94945, USA
| | | | | | | | | | | | | | - Roman Camarda
- Buck Institute for Research on Aging, 8001 Redwood Blvd., Novato, CA, 94945, USA
| | - Jill E Henry
- Susan G. Komen Tissue Bank at the Indiana University Simon Cancer Center, Indianapolis, IN, USA
| | - Josh Stuart
- University of California, Genomics Institute, Santa Cruz, CA, USA
| | - Mark Powell
- Buck Institute for Research on Aging, 8001 Redwood Blvd., Novato, CA, 94945, USA
| | - Christopher C Benz
- Buck Institute for Research on Aging, 8001 Redwood Blvd., Novato, CA, 94945, USA.
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11
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Chen YM, Qi S, Perrino S, Hashimoto M, Brodt P. Targeting the IGF-Axis for Cancer Therapy: Development and Validation of an IGF-Trap as a Potential Drug. Cells 2020; 9:cells9051098. [PMID: 32365498 PMCID: PMC7290707 DOI: 10.3390/cells9051098] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Revised: 04/22/2020] [Accepted: 04/23/2020] [Indexed: 12/13/2022] Open
Abstract
The insulin-like growth factor (IGF)-axis was implicated in cancer progression and identified as a clinically important therapeutic target. Several IGF-I receptor (IGF-IR) targeting drugs including humanized monoclonal antibodies have advanced to phase II/III clinical trials, but to date, have not progressed to clinical use, due, at least in part, to interference with insulin receptor signaling and compensatory signaling by the insulin receptor (IR) isoform A that can bind IGF-II and initiate mitogenic signaling. Here we briefly review the current state of IGF-targeting biologicals, discuss some factors that may be responsible for their poor performance in the clinic and outline the stepwise bioengineering and validation of an IGF-Trap—a novel anti-cancer therapeutic that could bypass these limitations. The IGF-Trap is a heterotetramer, consisting of the entire extracellular domain of the IGF-IR fused to the Fc portion of human IgG1. It binds human IGF-I and IGF-II with a three-log higher affinity than insulin and could inhibit IGF-IR driven cellular functions such as survival, proliferation and invasion in multiple carcinoma cell models in vitro. In vivo, the IGF-Trap has favorable pharmacokinetic properties and could markedly reduce metastatic outgrowth of colon and lung carcinoma cells in the liver, outperforming IGF-IR and ligand-binding monoclonal antibodies. Moreover, IGF-Trap dose-response profiles correlate with their bio-availability profiles, as measured by the IGF kinase receptor-activation (KIRA) assay, providing a novel, surrogate biomarker for drug efficacy. Our studies identify the IGF-Trap as a potent, safe, anti-cancer therapeutic that could overcome some of the obstacles encountered by IGF-targeting biologicals that have already been evaluated in clinical settings.
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Affiliation(s)
- Yinhsuan Michely Chen
- Department of Medicine, Division of Experimental Medicine, McGill University, Montreal, QC H3A 0G4, Canada
- The Research Institute of the McGill University Health Center, Montreal, QC H4A 3J1, Canada
| | - Shu Qi
- The Research Institute of the McGill University Health Center, Montreal, QC H4A 3J1, Canada
| | - Stephanie Perrino
- The Research Institute of the McGill University Health Center, Montreal, QC H4A 3J1, Canada
| | - Masakazu Hashimoto
- The Research Institute of the McGill University Health Center, Montreal, QC H4A 3J1, Canada
- Department of Surgery, McGill University, Montreal, QC H3A 0G4, Canada
| | - Pnina Brodt
- Department of Medicine, Division of Experimental Medicine, McGill University, Montreal, QC H3A 0G4, Canada
- The Research Institute of the McGill University Health Center, Montreal, QC H4A 3J1, Canada
- Department of Surgery, McGill University, Montreal, QC H3A 0G4, Canada
- Department of Oncology, McGill University, Montreal, QC H3A 0G4, Canada
- Correspondence: ; Tel.: +1-514-934-1934
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12
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Wang Z, Katsaros D, Biglia N, Shen Y, Fu Y, Tiirikainen M, Yu H. Low expression of WWC1, a tumor suppressor gene, is associated with aggressive breast cancer and poor survival outcome. FEBS Open Bio 2019; 9:1270-1280. [PMID: 31102318 PMCID: PMC6609559 DOI: 10.1002/2211-5463.12659] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2019] [Revised: 03/28/2019] [Accepted: 05/16/2019] [Indexed: 12/23/2022] Open
Abstract
The WW and C2 domain containing 1 (WWC1) gene encodes a protein named WWC1 (or KIBRA), which is involved in the Hippo signaling pathway. WWC1 is often lost in triple-negative breast cancer and has been shown to suppress tumor metastasis. In this study, 470 breast cancer patients were recruited and WWC1 expression in the tumor samples was measured with quantitative reverse transcriptase PCR. Associations of WWC1 expression with breast cancer survival were analyzed using the Cox proportional hazards regression model and Kaplan-Meier survival analysis. The relationship between WWC1 expression and methylation was evaluated in a dataset from The Cancer Genome Atlas. Using our microarray data on gene expression and the Ingenuity Pathway Analysis, we predicted the WWC1-associated signaling pathways in breast cancer. Our results showed that low expression of WWC1 was significantly associated with advanced-stage diseases, high-grade tumors, and estrogen receptor- or progesterone receptor-negative status. Compared to those with high expression, patients with low WWC1 had higher risk of breast cancer relapse [hazard ratio (HR) = 2.06, 95% confidence interval (CI): 1.26-3.37] and higher risk of death (HR = 2.76, 95% CI: 1.51-5.03). The association with relapse-free survival remained significant after adjustment for disease stage, tumor grade, and hormone receptor status and was replicated in a public dataset. Analysis of high-throughput gene expression data indicated that WWC1 was involved in the Hippo signaling pathway. Online data also suggested that DNA methylation was inversely associated with WWC1 expression. The study confirmed that low WWC1 expression was associated with aggressive breast cancer and poor survival outcomes.
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Affiliation(s)
- Zhanwei Wang
- University of Hawaii Cancer Center, Honolulu, HI, USA
| | - Dionyssios Katsaros
- Department of Surgical Sciences, Gynecology, AOU Città della Salute, University of Turin, Italy
| | - Nicoletta Biglia
- Department of Surgical Science, Division of Obstetrics and Gynecology, Mauriziano Hospital, University of Torino School of Medicine, Turin, Italy
| | - Yi Shen
- University of Hawaii Cancer Center, Honolulu, HI, USA
| | - Yuanyuan Fu
- University of Hawaii Cancer Center, Honolulu, HI, USA.,Department of Molecular Biosciences and Bioengineering, University of Hawaii at Manoa, Honolulu, HI, USA
| | | | - Herbert Yu
- University of Hawaii Cancer Center, Honolulu, HI, USA
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13
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Liu J, Shi Z, Bai Y, Liu L, Cheng K. Prognostic significance of systemic immune-inflammation index in triple-negative breast cancer. Cancer Manag Res 2019; 11:4471-4480. [PMID: 31191009 PMCID: PMC6526193 DOI: 10.2147/cmar.s197623] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2018] [Accepted: 03/10/2019] [Indexed: 12/18/2022] Open
Abstract
Introduction: The prognostic significance of the systemic immune-inflammation index (SII) in breast cancer is unknown. Here, we aimed to explore the connection between pretreatment SII and the survival of patients with triple-negative breast cancer (TNBC). Methods: We enrolled 160 TNBC patients treated in our hospital between May 2000 and June 2012. We employed the Kaplan-Meier curve and log-rank test to assess overall survival (OS), disease-free survival (DFS), and distant metastasis-free survival (DMFS). We identified the prognostic significance of SII using the Cox regression model. Results: The Kaplan-Meier curve revealed the median OS as 44.2 and 82.4 months in high and low SII TNBC patients, respectively (P<0.001). According to univariate and multivariate analyses, increased SII correlated with poor OS (HR =2.91, 95% CI: 2.00–4.23, P<0.001; HR =2.60, 95% CI: 1.74–3.88, P<0.001). The DFS and DMFS of patients with high SII were 18.8 and 23.8 months, respectively, while those of patients with low SII were 29 and 45.2 months, respectively, (P<0.001). Further univariate analyses showed a significant correlation between SII and DFS and DMFS (P<0.01), while results from multivariate analyses suggested that SII is an independent prognostic factor for DFS (P=0.045), but not for DMFS (P=0.078). The area under the receiver operating characteristics curves for SII to differentiate between long and short OS, DFS, and DMFS were 0.69, 0.60, and 0.64, respectively. Conclusion: Our findings may point to SII having an independent prognostic significance in TNBC patients. Prospective in-depth studies, using a larger sample size, are required to further investigate the precise role of SII in TNBC before clinical use.
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Affiliation(s)
- Jingxin Liu
- Department of Radiology, China-Japan Union Hospital of Jilin University, Changchun, Jilin 130033, People's Republic of China
| | - Zhangzhen Shi
- Department of Hematology and Oncology, China-Japan Union Hospital of Jilin University, Changchun, Jilin 130033, People's Republic of China
| | - Yuansong Bai
- Department of Hematology and Oncology, China-Japan Union Hospital of Jilin University, Changchun, Jilin 130033, People's Republic of China
| | - Lin Liu
- Department of Radiology, China-Japan Union Hospital of Jilin University, Changchun, Jilin 130033, People's Republic of China
| | - Kailiang Cheng
- Department of Radiology, China-Japan Union Hospital of Jilin University, Changchun, Jilin 130033, People's Republic of China
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14
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Romero-Lorca A, Gaibar M, Armesilla AL, Fernandez-Santander A, Novillo A. Differential expression of PMCA2 mRNA isoforms in a cohort of Spanish patients with breast tumor types. Oncol Lett 2018; 16:6950-6959. [PMID: 30546427 PMCID: PMC6256341 DOI: 10.3892/ol.2018.9540] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2018] [Accepted: 05/29/2018] [Indexed: 01/01/2023] Open
Abstract
The present study examined the mRNA expression levels of different isoforms of the plasma membrane calcium ATPase 2 (PMCA2) gene generated by alternative splicing at the first intracellular loop (site A) and C-terminal region (site C) in 85 human breast cancer tumor and 69 adjacent non-tumor tissues. Associations were identified between the expression of PMCA2 splice isoforms and the following clinical variables: Estrogen receptor (ER), progesterone receptor (PR) and human epidermal growth factor receptor 2 (HER2) status, tumor size, staging and histological classification, and lymph node status. Transcripts including splice site A or splice site C were amplified by reverse transcription-quantitative polymerase chain reaction using PMCA2 isoform-specific primers. Tumor and adjacent tissues were determined to express the different PMCA2 splice isoforms 2w, 2× and 2z (site A), and 2b (site C). The mRNA levels for these variants indicated high biological variability, but increased expression was observed in breast tumor tissues, compared with in adjacent tissues. Significantly increased PMCA2×/b expression levels were detected in breast tumor tissues histologically classified as lobulillar, compared with in ductal-types breast tumor tissues (P<0.028). Furthermore, PMCA2z expression was significantly associated with PR status (P<0.024, compared with in PR-negative tumor tissues), and PMCA2w expression was significantly associated with ER status (P<0.048, increased in ER-positive tumor tissues, compared with ER-negative tumor tissues). Finally, PMCA2b was overexpressed in HER2-positive tumor tissues, compared with in HER2-negative tumor tissues (P<0.014). The data demonstrated the differential mRNA expression of a number of splice site A and C variants of PMCA2 in breast tumor and adjacent tissues, depending on tumor hormone receptor status and histological classification. In agreement with previous data, PMCA2b was overexpressed in HER2-positive tumor tissues, indicating that high mRNA levels of this variant could be a marker of poor prognosis.
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Affiliation(s)
- Alicia Romero-Lorca
- Department of Basic Biomedical Sciences, Faculty of Biomedical and Health Sciences, Universidad Europea de Madrid, Villaviciosa de Odón, Madrid 28670, Spain
| | - Maria Gaibar
- Department of Basic Biomedical Sciences, Faculty of Biomedical and Health Sciences, Universidad Europea de Madrid, Villaviciosa de Odón, Madrid 28670, Spain
| | - Angel Luis Armesilla
- Faculty of Science and Engineering, School of Pharmacy, University of Wolverhampton, Wolverhampton, West Midlands WV1 1LY, UK
| | - Ana Fernandez-Santander
- Department of Basic Biomedical Sciences, Faculty of Biomedical and Health Sciences, Universidad Europea de Madrid, Villaviciosa de Odón, Madrid 28670, Spain
| | - Apolonia Novillo
- Department of Basic Biomedical Sciences, Faculty of Biomedical and Health Sciences, Universidad Europea de Madrid, Villaviciosa de Odón, Madrid 28670, Spain
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15
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Chang HP, Yang SF, Wang SL, Su PH. Associations among IGF-1, IGF2, IGF-1R, IGF-2R, IGFBP-3, insulin genetic polymorphisms and central precocious puberty in girls. BMC Endocr Disord 2018; 18:66. [PMID: 30249230 PMCID: PMC6154940 DOI: 10.1186/s12902-018-0271-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2017] [Accepted: 06/24/2018] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Insulin and insulin-like growth factor (IGF)-1 coupled with growth hormone helps control timing of sexual maturation. Mutations and variants in multiple genes are associated with development or reduced risk of central precocious puberty (CPP). METHODS We assessed single nucleotide polymorphisms (SNPs) in the IGF-1, IGF-2, IGF-3, IGF-1 receptor (IGF1R), IGF-2 receptor (IGF2R), and IGF -binding protein 3 (IGFBP-3) genes, and their association with demographics and metabolic proteins in girls with CPP. Z-scores of height, weight, and body mass index (BMI) were calculated with the WHO reference growth standards for children. RESULTS IGF-1 serum levels of CPP group exhibited a higher correlation with bone age, z-scores of height and weight, and luteinizing hormone (LH) than those of control group, regardless of BMI adjustment. In the CPP group, height was associated with IGF-2(3580), an adenine to guanine (A/G) SNP at position + 3580. BMI in the CPP group was associated with IGF-2(3580), IGF1R, and the combinations of [IGF-2(3580) + IGF2R], and [IGF-2(3580) + IGFBP-3]. Body weight in the CPP group was associated with the combination of [IGF-2(3580) + IGFBP-3] (p = 0.024). Weight and BMI were significantly associated with the combination of [IGF-2(3580) + IGF2R + IGFBP-3] in the CPP group. These associations were not significantly associated with z-scores of weight, height, or BMI. The distribution of these genotypes, haplotypes, and allele frequencies were similar between control and CPP groups. CONCLUSIONS These known SNPs of these IGF-1 axis genes appear to play minor roles in the risk for development of CPP.
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Affiliation(s)
- Hua-Pin Chang
- Department of Nursing, Asia University, Taichung, Taiwan
- Department of Nursing, Asia University Hospital, Taichung, Taiwan
| | - Shun-Fa Yang
- Institute of Medicine, Chung Shan Medical University, Taichung, Taiwan
- Department of Medical Research, Chung Shan Medical University Hospital, Taichung, Taiwan
| | - Shu-Li Wang
- National Institute of Environmental Health Sciences, Zhuman, Taiwan
- The Department of Public Health, China Medical University, Taichung, Taiwan
| | - Pen-Hua Su
- Department of Pediatrics, Chung Shan Medical University Hospital, Taichung, Taiwan
- School of Medicine, Chung Shan Medical University, Number 110, Section 1, Chien-Kou North Road, Taichung, 402 Taiwan
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16
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Sugita B, Gill M, Mahajan A, Duttargi A, Kirolikar S, Almeida R, Regis K, Oluwasanmi OL, Marchi F, Marian C, Makambi K, Kallakury B, Sheahan L, Cavalli IJ, Ribeiro EM, Madhavan S, Boca S, Gusev Y, Cavalli LR. Differentially expressed miRNAs in triple negative breast cancer between African-American and non-Hispanic white women. Oncotarget 2018; 7:79274-79291. [PMID: 27813494 PMCID: PMC5346713 DOI: 10.18632/oncotarget.13024] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2016] [Accepted: 10/25/2016] [Indexed: 01/09/2023] Open
Abstract
Triple Negative Breast Cancer (TNBC), a clinically aggressive subtype of breast cancer, disproportionately affects African American (AA) women when compared to non-Hispanic Whites (NHW). MiRNAs(miRNAs) play a critical role in these tumors, through the regulation of cancer driver genes. In this study, our goal was to characterize and compare the patterns of miRNA expression in TNBC of AA (n = 27) and NHW women (n = 30). A total of 256 miRNAs were differentially expressed between these groups, and distinct from the ones observed in their respective non-TNBC subtypes. Fifty-five of these miRNAs were mapped in cytobands carrying copy number alterations (CNAs); 26 of them presented expression levels concordant with the observed CNAs. Receiving operating characteristic (ROC) analysis showed a good power (AUC ≥ 0.80; 95% CI) for over 65% of the individual miRNAs and a high combined power with superior sensitivity and specificity (AUC = 0.88 (0.78−0.99); 95% CI) of the 26 miRNA panel in discriminating TNBC between these populations. Subsequent miRNA target analysis revealed their involvement in the interconnected PI3K/AKT, MAPK and insulin signaling pathways. Additionally, three miRNAs of this panel were associated with early age at diagnosis. Altogether, these findings indicated that there are different patterns of miRNA expression between TNBC of AA and NHW women and that their mapping in genomic regions with high levels of CNAs is not merely physical, but biologically relevant to the TNBC phenotype. Once validated in distinct cohorts of AA women, this panel can potentially represent their intrinsic TNBC genome signature.
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Affiliation(s)
- Bruna Sugita
- Department of Genetics, Federal University of Paraná, Curitiba, PR, Brazil
| | - Mandeep Gill
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, USA
| | - Akanskha Mahajan
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, USA
| | - Anju Duttargi
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, USA
| | - Saurabh Kirolikar
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, USA
| | - Rodrigo Almeida
- Department of Genetics, Federal University of Paraná, Curitiba, PR, Brazil
| | - Kenny Regis
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, USA
| | - Olusayo L Oluwasanmi
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, USA
| | - Fabio Marchi
- International Research Center-CIPE, A. C. Camargo Cancer Center, São Paulo, SP, Brazil
| | - Catalin Marian
- The Ohio State University Comprehensive Cancer Center, Division of Cancer Prevention and Control, College of Medicine, The Ohio State University, Columbus, Ohio.,The University of Medicine and Pharmacy Timisoara, Timisoara, Romania
| | - Kepher Makambi
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, USA.,Departments of Biostatistics, Bioinformatics, and Biomathematics, Georgetown University, Washington, DC USA
| | - Bhaskar Kallakury
- Department of Pathology, Georgetown University Medical Center, Washington, DC, USA
| | - Laura Sheahan
- Innovation Center for Biomedical Informatics, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, USA
| | - Iglenir J Cavalli
- Department of Genetics, Federal University of Paraná, Curitiba, PR, Brazil
| | - Enilze M Ribeiro
- Department of Genetics, Federal University of Paraná, Curitiba, PR, Brazil
| | - Subha Madhavan
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, USA.,Innovation Center for Biomedical Informatics, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, USA
| | - Simina Boca
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, USA.,Innovation Center for Biomedical Informatics, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, USA
| | - Yuriy Gusev
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, USA.,Innovation Center for Biomedical Informatics, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, USA
| | - Luciane R Cavalli
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, USA
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17
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Kim W, Wysolmerski JJ. Calcium-Sensing Receptor in Breast Physiology and Cancer. Front Physiol 2016; 7:440. [PMID: 27746743 PMCID: PMC5043011 DOI: 10.3389/fphys.2016.00440] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2016] [Accepted: 09/16/2016] [Indexed: 12/31/2022] Open
Abstract
The calcium-sensing receptor (CaSR) is expressed in normal breast epithelial cells and in breast cancer cells. During lactation, activation of the CaSR in mammary epithelial cells increases calcium transport into milk and inhibits parathyroid hormone-related protein (PTHrP) secretion into milk and into the circulation. The ability to sense changes in extracellular calcium allows the lactating breast to actively participate in the regulation of systemic calcium and bone metabolism, and to coordinate calcium usage with calcium availability during milk production. Interestingly, as compared to normal breast cells, in breast cancer cells, the regulation of PTHrP secretion by the CaSR becomes rewired due to a switch in its G-protein usage such that activation of the CaSR increases instead of decreases PTHrP production. In normal cells the CaSR couples to Gαi to inhibit cAMP and PTHrP production, whereas in breast cancer cells, it couples to Gαs to stimulate cAMP and PTHrP production. Activation of the CaSR on breast cancer cells regulates breast cancer cell proliferation, death and migration, in part, by stimulating PTHrP production. In this article, we discuss the biology of the CaSR in the normal breast and in breast cancer, and review recent findings suggesting that the CaSR activates a nuclear pathway of PTHrP action that stimulates cellular proliferation and inhibits cell death, helping cancer cells adapt to elevated extracellular calcium levels. Understanding the diverse actions mediated by the CaSR may help us better understand lactation physiology, breast cancer progression and osteolytic bone metastases.
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Affiliation(s)
- Wonnam Kim
- Section of Endocrinology and Metabolism, Department of Internal Medicine, Yale University School of Medicine New Haven, CT, USA
| | - John J Wysolmerski
- Section of Endocrinology and Metabolism, Department of Internal Medicine, Yale University School of Medicine New Haven, CT, USA
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18
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Kim W, Takyar FM, Swan K, Jeong J, VanHouten J, Sullivan C, Dann P, Yu H, Fiaschi-Taesch N, Chang W, Wysolmerski J. Calcium-Sensing Receptor Promotes Breast Cancer by Stimulating Intracrine Actions of Parathyroid Hormone-Related Protein. Cancer Res 2016; 76:5348-60. [PMID: 27450451 DOI: 10.1158/0008-5472.can-15-2614] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2015] [Accepted: 06/17/2016] [Indexed: 12/21/2022]
Abstract
Parathyroid hormone-related protein (PTHrP) contributes to the development and metastatic progression of breast cancer by promoting hypercalcemia, tumor growth, and osteolytic bone metastases, but it is not known how PTHrP is upregulated in breast tumors. Here we report a central role in this process for the calcium-sensing receptor, CaSR, which enables cellular responses to changes in extracellular calcium, through studies of CaSR-PTHrP interactions in the MMTV-PymT transgenic mouse model of breast cancer and in human breast cancer cells. CaSR activation stimulated PTHrP production by breast cancer cells in vitro and in vivo Tissue-specific disruption of the casr gene in mammary epithelial cells in MMTV-PymT mice reduced tumor PTHrP expression and inhibited tumor cell proliferation and tumor outgrowth. CaSR signaling promoted the proliferation of human breast cancer cell lines and tumor cells cultured from MMTV-PyMT mice. Further, CaSR activation inhibited cell death triggered by high extracellular concentrations of calcium. The actions of the CaSR appeared to be mediated by nuclear actions of PTHrP that decreased p27(kip1) levels and prevented nuclear accumulation of the proapoptotic factor apoptosis inducing factor. Taken together, our findings suggest that CaSR-PTHrP interactions might be a promising target for the development of therapeutic agents to limit tumor cell growth in bone metastases and in other microenvironments in which elevated calcium and/or PTHrP levels contribute to breast cancer progression. Cancer Res; 76(18); 5348-60. ©2016 AACR.
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Affiliation(s)
- Wonnam Kim
- Section of Endocrinology and Metabolism, Department of Internal Medicine, Yale University School of Medicine, New Haven Connecticut
| | - Farzin M Takyar
- Section of Endocrinology and Metabolism, Department of Internal Medicine, Yale University School of Medicine, New Haven Connecticut
| | - Karena Swan
- Section of Endocrinology and Metabolism, Department of Internal Medicine, Yale University School of Medicine, New Haven Connecticut
| | - Jaekwang Jeong
- Section of Endocrinology and Metabolism, Department of Internal Medicine, Yale University School of Medicine, New Haven Connecticut
| | - Joshua VanHouten
- Section of Endocrinology and Metabolism, Department of Internal Medicine, Yale University School of Medicine, New Haven Connecticut
| | - Catherine Sullivan
- Section of Endocrinology and Metabolism, Department of Internal Medicine, Yale University School of Medicine, New Haven Connecticut
| | - Pamela Dann
- Section of Endocrinology and Metabolism, Department of Internal Medicine, Yale University School of Medicine, New Haven Connecticut
| | - Herbert Yu
- Cancer Epidemiology Program, University of Hawaii Cancer Center, University of Hawaii School of Medicine, Honolulu, Hawaii
| | - Nathalie Fiaschi-Taesch
- Section of Endocrinology, Diabetes and Bone Disease, Department of Medicine, Diabetes, Obesity and Metabolism Institute, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Wenhan Chang
- Endocrine Unit, San Francisco and Veteran Affairs Medical Center, University of California, San Francisco, California
| | - John Wysolmerski
- Section of Endocrinology and Metabolism, Department of Internal Medicine, Yale University School of Medicine, New Haven Connecticut.
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19
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PMCA2 regulates HER2 protein kinase localization and signaling and promotes HER2-mediated breast cancer. Proc Natl Acad Sci U S A 2016; 113:E282-90. [PMID: 26729871 DOI: 10.1073/pnas.1516138113] [Citation(s) in RCA: 57] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
In the lactating mammary gland, the plasma membrane calcium ATPase2 (PMCA2) transports milk calcium. Its expression is activated in breast cancers, where high tumor levels predict increased mortality. We find that PMCA2 expression correlates with HER2 levels in breast cancers and that PMCA2 interacts with HER2 in specific actin-rich membrane domains. Knocking down PMCA2 increases intracellular calcium, disrupts interactions between HER2 and HSP-90, inhibits HER2 signaling, and results in internalization and degradation of HER2. Manipulating PMCA2 levels regulates the growth of breast cancer cells, and knocking out PMCA2 inhibits the formation of tumors in mouse mammary tumor virus (MMTV)-Neu mice. These data reveal previously unappreciated molecular interactions regulating HER2 localization, membrane retention, and signaling, as well as the ability of HER2 to generate breast tumors, suggesting that interactions between PMCA2 and HER2 may represent therapeutic targets for breast cancer.
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20
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Varadan V, Sandoval M, Harris LN. Biomarkers for Predicting Response to Anti-HER2 Agents. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2016; 882:155-67. [PMID: 26987534 DOI: 10.1007/978-3-319-22909-6_6] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
The HER2 receptor is amplified or overexpressed in approximately 20% of all breast cancers, but despite significant efforts of the clinical research community and a growing number of anti-HER2 agents, a significant number of patients with HER2-positive breast cancer either progress or suffer disease relapse within 5-10 years. The development of robust biomarkers that predict response to anti-HER2 agents is therefore an important clinical need to prevent overtreatment and to enable earlier assignment of patients to more optimal therapies. Here we review some of the recent advances in the field by focusing on pathways mediating resistance to anti-HER2 therapies, and the role of the immune system and cancer stem cells in therapy response. We also review preoperative treatment strategies and research paradigms that show promise in identifying novel biomarkers of response while also enabling the delineation of the mechanisms underlying clinical benefit from anti-HER2 therapies.
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Affiliation(s)
- Vinay Varadan
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH, USA
| | - Maria Sandoval
- Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH, USA
| | - Lyndsay N Harris
- Seidman Cancer Center, Cleveland, OH, USA.
- School of Medicine, Case Western Reserve University, Cleveland, OH, USA.
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21
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Wang Z, Katsaros D, Shen Y, Fu Y, Canuto EM, Benedetto C, Lu L, Chu WM, Risch HA, Yu H. Biological and Clinical Significance of MAD2L1 and BUB1, Genes Frequently Appearing in Expression Signatures for Breast Cancer Prognosis. PLoS One 2015; 10:e0136246. [PMID: 26287798 PMCID: PMC4546117 DOI: 10.1371/journal.pone.0136246] [Citation(s) in RCA: 65] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2015] [Accepted: 07/31/2015] [Indexed: 12/15/2022] Open
Abstract
To investigate the biologic relevance and clinical implication of genes involved in multiple gene expression signatures for breast cancer prognosis, we identified 16 published gene expression signatures, and selected two genes, MAD2L1 and BUB1. These genes appeared in 5 signatures and were involved in cell-cycle regulation. We analyzed the expression of these genes in relation to tumor features and disease outcomes. In vitro experiments were also performed in two breast cancer cell lines, MDA-MB-231 and MDA-MB-468, to assess cell proliferation, migration and invasion after knocking down the expression of these genes. High expression of these genes was found to be associated with aggressive tumors and poor disease-free survival of 203 breast cancer patients in our study, and the association with survival was confirmed in an online database consisting of 914 patients. In vitro experiments demonstrated that lowering the expression of these genes by siRNAs reduced tumor cell growth and inhibited cell migration and invasion. Our investigation suggests that MAD2L1 and BUB1 may play important roles in breast cancer progression, and measuring the expression of these genes may assist the prediction of breast cancer prognosis.
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Affiliation(s)
- Zhanwei Wang
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii, United States of America
| | - Dionyssios Katsaros
- Department of Surgical Sciences, Gynecologic Oncology, Azienda Ospedaliero-Universitaria Città della Salute, Turin, Italy
| | - Yi Shen
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii, United States of America
| | - Yuanyuan Fu
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii, United States of America
| | - Emilie Marion Canuto
- Department of Surgical Sciences, Gynecologic Oncology, Azienda Ospedaliero-Universitaria Città della Salute, Turin, Italy
| | - Chiara Benedetto
- Department of Surgical Sciences, Gynecologic Oncology, Azienda Ospedaliero-Universitaria Città della Salute, Turin, Italy
| | - Lingeng Lu
- Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, Connecticut, United States of America
| | - Wen-Ming Chu
- Cancer Biology Program, University of Hawaii Cancer Center, Honolulu, Hawaii, United States of America
| | - Harvey A. Risch
- Department of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, Connecticut, United States of America
| | - Herbert Yu
- Cancer Epidemiology Program, University of Hawaii Cancer Center, Honolulu, Hawaii, United States of America
- * E-mail:
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22
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Christopoulos PF, Msaouel P, Koutsilieris M. The role of the insulin-like growth factor-1 system in breast cancer. Mol Cancer 2015; 14:43. [PMID: 25743390 PMCID: PMC4335664 DOI: 10.1186/s12943-015-0291-7] [Citation(s) in RCA: 257] [Impact Index Per Article: 28.6] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2014] [Accepted: 01/07/2015] [Indexed: 02/06/2023] Open
Abstract
IGF-1 is a potent mitogen of major importance in the mammary gland. IGF-1 binding to the cognate receptor, IGF-1R, triggers a signaling cascade leading to proliferative and anti-apoptotic events. Although many of the relevant molecular pathways and intracellular cascades remain to be elucidated, a growing body of evidence points to the important role of the IGF-1 system in breast cancer development, progression and metastasis. IGF-1 is a point of convergence for major signaling pathways implicated in breast cancer growth. In this review, we provide an overview and concise update on the function and regulation of IGF-1 as well as the role it plays in breast malignancies.
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Affiliation(s)
- Panagiotis F Christopoulos
- Department of Experimental Physiology, Medical School, National and Kapodistrian University of Athens, 75 Mikras Asias Street, 11527 Goudi, Athens, Greece.
| | - Pavlos Msaouel
- Department of Internal Medicine, Jacobi Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA.
| | - Michael Koutsilieris
- Department of Experimental Physiology, Medical School, National and Kapodistrian University of Athens, 75 Mikras Asias Street, 11527 Goudi, Athens, Greece.
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23
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Lindner R, Sullivan C, Offor O, Lezon-Geyda K, Halligan K, Fischbach N, Shah M, Bossuyt V, Schulz V, Tuck DP, Harris LN. Molecular phenotypes in triple negative breast cancer from African American patients suggest targets for therapy. PLoS One 2013; 8:e71915. [PMID: 24260093 PMCID: PMC3832509 DOI: 10.1371/journal.pone.0071915] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2013] [Accepted: 07/04/2013] [Indexed: 12/20/2022] Open
Abstract
Triple negative breast cancer (TNBC) is characterized by high proliferation, poor differentiation and a poor prognosis due to high rates of recurrence. Despite lower overall incidence African American (AA) patients suffer from higher breast cancer mortality in part due to the higher proportion of TNBC cases among AA patients compared to European Americans (EA). It was recently shown that the clinical heterogeneity of TNBC is reflected by distinct transcriptional programs with distinct drug response profiles in preclinical models. In this study, gene expression profiling and immunohistochemistry were used to elucidate potential differences between TNBC tumors of EA and AA patients on a molecular level. In a retrospective cohort of 136 TNBC patients, a major transcriptional signature of proliferation was found to be significantly upregulated in samples of AA ethnicity. Furthermore, transcriptional profiles of AA tumors showed differential activation of insulin-like growth factor 1 (IGF1) and a signature of BRCA1 deficiency in this cohort. Using signatures derived from the meta-analysis of TNBC gene expression carried out by Lehmann et al., tumors from AA patients were more likely of basal-like subtypes whereas transcriptional features of many EA samples corresponded to mesenchymal-like or luminal androgen receptor driven subtypes. These results were validated in The Cancer Genome Atlas mRNA and protein expression data, again showing enrichment of a basal-like phenotype in AA tumors and mesenchymal subtypes in EA tumors. In addition, increased expression of VEGF-activated genes together with elevated microvessel area determined by the AQUA method suggest that AA patients exhibit higher tumor vascularization. This study confirms the existence of distinct transcriptional programs in triple negative breast cancer in two separate cohorts and that these programs differ by racial group. Differences in TNBC subtypes and levels of tumor angiogenesis in AA versus EA patients suggest that targeted therapy choices should be considered in the context of race.
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MESH Headings
- Adult
- Black or African American
- Aged
- Breast Neoplasms/ethnology
- Breast Neoplasms/genetics
- Breast Neoplasms/metabolism
- Breast Neoplasms/pathology
- Databases, Genetic
- Female
- Gene Expression Regulation, Neoplastic
- Humans
- Middle Aged
- Neoplasm Proteins/biosynthesis
- Neoplasm Proteins/genetics
- Neovascularization, Pathologic/ethnology
- Neovascularization, Pathologic/genetics
- Neovascularization, Pathologic/metabolism
- Neovascularization, Pathologic/pathology
- RNA, Messenger/biosynthesis
- RNA, Messenger/genetics
- RNA, Neoplasm/biosynthesis
- RNA, Neoplasm/genetics
- Retrospective Studies
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Affiliation(s)
- Robert Lindner
- Department of Pathology, Yale University School of Medicine, New Haven, Connecticut, United States of America
- Institute of Pharmacy and Molecular Biotechnology, University of Heidelberg, Heidelberg, Germany
| | - Catherine Sullivan
- Medical Oncology, Yale Cancer Center, New Haven, Connecticut, United States of America
| | - Onyinye Offor
- Medical Oncology, Yale Cancer Center, New Haven, Connecticut, United States of America
| | - Kimberly Lezon-Geyda
- Medical Oncology, Yale Cancer Center, New Haven, Connecticut, United States of America
| | - Kyle Halligan
- Medical Oncology, Yale Cancer Center, New Haven, Connecticut, United States of America
| | - Neal Fischbach
- Department of Oncology, Bridgeport Hospital, Bridgeport, Connecticut, United States of America
| | - Mansi Shah
- Department of Oncology, Bridgeport Hospital, Bridgeport, Connecticut, United States of America
| | - Veerle Bossuyt
- Department of Pathology, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - Vincent Schulz
- Department of Pediatrics, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - David P. Tuck
- Department of Pathology, Yale University School of Medicine, New Haven, Connecticut, United States of America
| | - Lyndsay N. Harris
- Medical Oncology, Yale Cancer Center, New Haven, Connecticut, United States of America
- University Hospitals, Case Western Reserve University, Cleveland, Ohio, United States of America
- * E-mail:
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24
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Stepanenko AA, Vassetzky YS, Kavsan VM. Antagonistic functional duality of cancer genes. Gene 2013; 529:199-207. [PMID: 23933273 DOI: 10.1016/j.gene.2013.07.047] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2013] [Revised: 05/08/2013] [Accepted: 07/09/2013] [Indexed: 12/21/2022]
Abstract
Cancer evolution is a stochastic process both at the genome and gene levels. Most of tumors contain multiple genetic subclones, evolving in either succession or in parallel, either in a linear or branching manner, with heterogeneous genome and gene alterations, extensively rewired signaling networks, and addicted to multiple oncogenes easily switching with each other during cancer progression and medical intervention. Hundreds of discovered cancer genes are classified according to whether they function in a dominant (oncogenes) or recessive (tumor suppressor genes) manner in a cancer cell. However, there are many cancer "gene-chameleons", which behave distinctly in opposite way in the different experimental settings showing antagonistic duality. In contrast to the widely accepted view that mutant NADP(+)-dependent isocitrate dehydrogenases 1/2 (IDH1/2) and associated metabolite 2-hydroxyglutarate (R)-enantiomer are intrinsically "the drivers" of tumourigenesis, mutant IDH1/2 inhibited, promoted or had no effect on cell proliferation, growth and tumorigenicity in diverse experiments. Similar behavior was evidenced for dozens of cancer genes. Gene function is dependent on genetic network, which is defined by the genome context. The overall changes in karyotype can result in alterations of the role and function of the same genes and pathways. The diverse cell lines and tumor samples have been used in experiments for proving gene tumor promoting/suppressive activity. They all display heterogeneous individual karyotypes and disturbed signaling networks. Consequently, the effect and function of gene under investigation can be opposite and versatile in cells with different genomes that may explain antagonistic duality of cancer genes and the cell type- or the cellular genetic/context-dependent response to the same protein. Antagonistic duality of cancer genes might contribute to failure of chemotherapy. Instructive examples of unexpected activity of cancer genes and "paradoxical" effects of different anticancer drugs depending on the cellular genetic context/signaling network are discussed.
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Affiliation(s)
- A A Stepanenko
- State Key Laboratory of Molecular and Cellular Biology, Institute of Molecular Biology and Genetics, 150 Zabolotnogo Street, Kyiv 03680, Ukraine.
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25
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Association of large noncoding RNA HOTAIR expression and its downstream intergenic CpG island methylation with survival in breast cancer. Breast Cancer Res Treat 2012; 136:875-83. [PMID: 23124417 DOI: 10.1007/s10549-012-2314-z] [Citation(s) in RCA: 145] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2012] [Accepted: 10/25/2012] [Indexed: 12/15/2022]
Abstract
Large noncoding RNA HOTAIR, transcribed from the antisense strand of HOXC12, interacts with Polycomb Repressive Complex 2 (PRC2) in the regulation of gene activities. Recent work suggests that it may have effects on breast cancer progression and survival. We evaluated HOTAIR expression and the methylation status of its downstream intergenic CpG island in primary breast cancers, and examined associations of these factors with clinical and pathologic features and patient survival. HOTAIR expression and DNA methylation were analyzed in tissue from 348 primary breast cancers with quantitative RT-PCR and methylation-specific PCR, respectively. HOTAIR expression and methylation varied widely in the tissues. A positive correlation was found between DNA methylation and HOTAIR expression. Methylation was associated with unfavorable disease characteristics, whereas no significant associations were found between HOTAIR expression and clinical or pathologic features. In multivariate, but not in univariate, Cox proportional hazard regression models, patients with high HOTAIR expression had lower risks of relapse and mortality than those with low HOTAIR expression. These findings suggest that the intergenic DNA methylation may have important biologic relevance in regulating HOTAIR expression, and that HOTAIR expression may not be an independent prognostic marker in breast cancer, but needs further validation in independent studies.
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