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Kang Y, Cao X, Fan Y, Li Y, Xu T, Zhou Q, He B. Exosome biomarkers in breast cancer: Systematic review and meta-analysis. Clin Chim Acta 2025; 574:120342. [PMID: 40311726 DOI: 10.1016/j.cca.2025.120342] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2025] [Revised: 04/28/2025] [Accepted: 04/28/2025] [Indexed: 05/03/2025]
Abstract
BACKGROUND Breast cancer (BC) has become the primary cancer that threatens women's health and life expectancy. Early diagnosis is crucial for effective treatment and favourable prognosis. As a non-invasive and valuable liquid biopsy method, exosomes are promising for the diagnosis and prognosis of BC. The aim of this meta-analysis is to evaluate the diagnostic and prognostic value of exosome biomarkers in BC. METHODS A systematic search of relevant English literature was conducted in PubMed, Web of Science, and Cochrane library until August 2024 (diagnosis) and October 2024 (prognosis). QUADAS-2 and QUAPAS were used to assess the quality of the literature. Summary statistics and analyses of relevant effect sizes were conducted using STATA software. Subgroup analysis and sensitivity analysis were performed to identify potential sources of heterogeneity. RESULTS For diagnosis, a total of 31 articles with 3,778 patients and 2,722 controls were included, the pooled sensitivity (SEN), specificity (SPE), and area under the receiver operating characteristic curve (AUC) of overall exosome biomarkers were 0.89 (95 %CI: 0.86-0.91), 0.87 (95 %CI: 0.85-0.90), and 0.94 (95 %CI: 0.92-0.96), respectively, indicating a high diagnostic value of exosomes in BC patients. Subgroup analysis suggested that miRNAs in exosomes exhibited better diagnostic value compared to proteins and non-miRNAs, the SEN, SPE, and AUC were 0.89 (95 %CI: 0.82-0.93), 0.86 (95 %CI: 0.80-0.90), and 0.92 (95 %CI: 0.90-0.94), respectively. Among all miRNAs, the pooled SEN, SPE, and AUC of miR-21 were 0.86 (95 %CI: 0.67-0.95), 0.90 (95 %CI: 0.78-0.96), and 0.95 (95 %CI: 0.92-0.96), respectively. The diagnostic efficiency was improved when biomarkers were combined as a panel (SEN 0.91 versus 0.87, SPE 0.89 versus 0.86, AUC 0.96 versus 0.91). In terms of prognosis, we retrieved 14 articles with 2,781 patients. The pooled HR of overall survival (OS) and progression-free survival (PFS) were 1.41 (95 %CI: 0.92-1.90) and 4.39 (95 %CI: 1.87-6.91), respectively, indicating exosome biomarkers like soluble HLA-G, miR-1246, miR-155, and PSMA were a predictor of poor PFS in BC patients. Subgroup analysis in OS group revealed a significant association between the overexpression of exosome proteins (soluble HLA-G, AnxA2, NGF, CXCL13) and worse OS in BC patients (HR = 2.91, 95 %CI: 1.36-4.47). Similarly, the overexpression of miR-1246 and miR-155 was associated with worse PFS in BC patients (HR = 4.13, 95 %CI: 1.24-7.03). Moreover, when biomarkers were combined as a panel, the prognostic efficiency significantly improved in OS (HR = 4.05, 95 %CI: 2.26-5.84) outcome. CONCLUSION The meta-analysis revealed that exosome miR-21 might serve as a promising diagnostic biomarker in BC. Dysregulated exosome proteins and miRNAs could predict poor OS and PFS outcomes, respectively.
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Affiliation(s)
- Yurou Kang
- Department of Laboratory Medicine, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Xiaoqing Cao
- Department of Laboratory Medicine, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
| | - Yujing Fan
- Department of Laboratory Medicine, Nanjing First Hospital, Nanjing Medical University, Nanjing, China; Department of Clinical Pharmacy, School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, China
| | - Yimin Li
- Department of Laboratory Medicine, Nanjing First Hospital, Nanjing Medical University, Nanjing, China; Department of Clinical Pharmacy, School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, China
| | - Tao Xu
- General Clinical Research Center, Nanjing First Hospital, Nanjing Medical University, Nanjing, China.
| | - Qing Zhou
- NHC Key Laboratory of Contraceptives Vigilance and Fertility Surveillance, Jiangsu Health Development Research Center, Jiangsu Provincial Medical Key Laboratory of Fertility Protection and Health Technology Assessment, NO.277 Fenghuang West Street, Nanjing, China.
| | - Bangshun He
- Department of Laboratory Medicine, Nanjing First Hospital, Nanjing Medical University, Nanjing, China.
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Chen X, Zhang F, Zhou H, Jiang FQ, Deng T, Wang G, Liu J, Liu X, Sun H, Cai L, Xu Y. Nur77 inhibits mitochondrial excessive fragmentation through mutated p53 L194F in T47D breast cancer cells. Biochem Pharmacol 2025:116999. [PMID: 40414511 DOI: 10.1016/j.bcp.2025.116999] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2024] [Revised: 04/14/2025] [Accepted: 05/22/2025] [Indexed: 05/27/2025]
Abstract
Nur77 is an orphan nuclear receptor for which no endogenous ligand has yet been identified. It has been demonstrated that there is aberrant expression or dysfunction of nur77 in breast cancer (BC), however, its role in different types of breast cancer remains contentious. Despite mounting evidence that Nur77 exerts influence over mitochondrial dynamics, including fission, fusion and mitophagy of mitochondria in diverse systems, the role and mechanism of mitochondrial dynamics regulated by Nur77 in tumor cells remain opaque. In the present study, significant differences in Nur77 levels were observed in various BC cell types, particularly in the Luminal A-type cell lines MCF-7 and T47D. Nur77 was more highly expressed in T47D cells with the p53 L194F mutation and significantly promoted the growth of T47D cells. In T47D cells, the knockout of Nur77 unequivocally disrupted mitochondrial function, inducing excessive mitochondrial fragmentation and inactivating mitophagy. Further mechanistic studies demonstrated that only the mutant p53 L194F protein in T47D regulated p-Drp1-S616 in comparison to the wild-type p53 protein in MCF-7 cells. Nur77 up-regulated p53 L194F expression at the transcriptional level and exerted a stronger effect on the interaction of Drp1 with mutant p53 L194F. These results suggest that the Nur77/p53 L194F/ mitofission axis may be involved in the mitochondrial homeostasis of specific types of BC cells to maintain BC cell growth. The discovery of this axis provides an important experimental basis for the fine classification of Luminal A BC and the identification of new therapeutic targets.
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Affiliation(s)
- Xiaohui Chen
- School of Pharmaceutical Sciences, Xiamen University, Xiamen 361102 Fujian, PR China; Department of Clinical Laboratory, The Fifth Affiliated Hospital, Sun Yat-sen University, Zhuhai 519000 Guangdong, PR China
| | - Fang Zhang
- Third Institute of Oceanography, Ministry of Natural Resources, Xiamen, Fujian 361005, PR China
| | - Huiying Zhou
- School of Pharmaceutical Sciences, Xiamen University, Xiamen 361102 Fujian, PR China
| | - Fu-Quan Jiang
- School of Pharmaceutical Sciences, Xiamen University, Xiamen 361102 Fujian, PR China
| | - Ting Deng
- School of Pharmaceutical Sciences, Xiamen University, Xiamen 361102 Fujian, PR China
| | - Guanghui Wang
- School of Pharmaceutical Sciences, Xiamen University, Xiamen 361102 Fujian, PR China
| | - Jie Liu
- School of Pharmaceutical Sciences, Xiamen University, Xiamen 361102 Fujian, PR China
| | - Xinyou Liu
- Department of General Surgery, Zhongshan Hospital (Xiamen), Fudan University, Xiamen 361015, PR China
| | - Huaqin Sun
- Central Laboratory, Zhongshan Hospital (Xiamen), Fudan University, 361015 Xiamen, Fujian, PR China
| | - Lijun Cai
- Central Laboratory, Zhongshan Hospital (Xiamen), Fudan University, 361015 Xiamen, Fujian, PR China.
| | - Yang Xu
- School of Pharmaceutical Sciences, Xiamen University, Xiamen 361102 Fujian, PR China.
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3
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Lee J, Lee DW, Kim MH, Kim JH, Kim JW, Byun JH, Lee KE, Kang MJ, Koh SJ, Hong S, Won HS, Kim HJ, Park IH, Shin SH, Baek SK, Kim SG, Koh SA, Jung JY, Kim JY, Kim GM, Shin K, Woo IS, Kim HS, Im SA, Park YH. Nationwide real-world practice pattern and clinical data of palbociclib in HR (+), HER2 (-) metastatic breast cancer patients in Korea (KCSG BR21-15). Breast 2025; 82:104500. [PMID: 40383091 PMCID: PMC12100939 DOI: 10.1016/j.breast.2025.104500] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2025] [Revised: 05/08/2025] [Accepted: 05/11/2025] [Indexed: 05/20/2025] Open
Abstract
BACKGROUND Cyclin-dependent kinase (CDK) 4/6 inhibitors have remarkably improved the survival outcome in hormone-receptor-positive (HR+)/human epidermal growth factor-2-negative (HER2-) metastatic breast cancer (mBC). Although PALOMA-2 has met its primary outcome, overall survival (OS) was relatively shorter compared to ribociclib and abemaciclib. In Korea, use of palbociclib + aromatase inhibitor (AI) + gonadotropin-releasing hormone agonist (GnRHa) in premenopausal women is limited, and bilateral salpingo-oophorectomy (BSO) is necessary before treatment. We analyzed the real-world clinical outcome and patient characteristics of letrozole + palbociclib in Korea. METHODS Between August 2016 and December 2022, 1017 HR+/HER2-postmenopausal women treated with first-line letrozole + palbociclib were enrolled. Primary endpoints were real-world progression-free survival (rwPFS) in total population and survival differences according to menopausal status (natural or induced menopause via BSO). RESULTS Patients' median age was 56 (range 27-92) years. Median rwPFS, real-world OS (rwOS) were 28.0 months (95 % confidence interval [CI] 25.5-32.1) and 61.8 months (95 % CI 57.7-70.5), with a median follow-up of 45.1 (IQR, 31.0-56.6) months. BSO group demonstrated similar median rwPFS compared to natural menopause group. Adjuvant tamoxifen ± GnRHa was most frequently prescribed (73.3 %). Primary endocrine resistant mBC patients showed inferior median rwPFS compared to secondary resistant mBC (14.6 vs. 27.1 months, p = 0.0063). Overall response rate was 47.5 %, with a disease control rate of 89.6 %. CONCLUSION This is the largest country-based real-world study on palbociclib + letrozole in Asia. Palbociclib demonstrated median rwOS over 60 months, comparable to other pivotal trials.
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Affiliation(s)
- Jieun Lee
- Division of Medical Oncology, Department of Internal Medicine, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea.
| | - Dae-Won Lee
- Department of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Min Hwan Kim
- Division of Medical Oncology, Department of Internal Medicine, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jee Hung Kim
- Division of Medical Oncology, Department of Internal Medicine, Gangnam Severance Hospital, Yonsei University, College of Medicine, Seoul, Republic of Korea
| | - Ju Won Kim
- Division of Hemato-Oncology, Department of Internal Medicine, Korea University College of Medicine, Anam Hospital, Republic of Korea
| | - Jae-Ho Byun
- Division of Medical Oncology, Department of Internal Medicine, Incheon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Kyoung Eun Lee
- Department of Hematology and Oncology, Ewha Womans University Hospital, Seoul, Republic of Korea
| | - Myoung Joo Kang
- Division of Hematology and Oncology, Inje University Haeundae Paik Hospital, Busan, Republic of Korea
| | - Su-Jin Koh
- Department of Hematology and Oncology, Ulsan University Hospital, Ulsan University College of Medicine, Republic of Korea
| | - Soojung Hong
- Department of Internal Medicine, National Health Insurance Service Ilsan Hospi-tal, Goyang, Republic of Korea
| | - Hye Sung Won
- Division of Medical Oncology, Department of Internal Medicine, Uijeongbu St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Han Jo Kim
- Division of Hematology and Oncology, Department of Internal Medicine, Soonchunhyang University Hospital, Republic of Korea
| | - In Hae Park
- Division of Hemato-Oncology, Department of Internal Medicine, Korea University College of Medicine, Guro Hospital, Republic of Korea
| | - Seong Hoon Shin
- Department of Internal Medicine, College of Medicine, Kosin University, Busan, Republic of Korea
| | - Sun Kyung Baek
- Department of Internal Medicine, Kyung Hee University Medical Center, Seoul, Republic of Korea
| | - Seul-Gi Kim
- Hematology and Oncology, Department of Internal Medicine, CHA Bundang Medical Center, CHA University, Seongnam, Republic of Korea
| | - Sung Ae Koh
- Department of Hematology-Oncology, College of Medicine, Yeungnam University, Daegu, Republic of Korea
| | - Joo Young Jung
- Department of Hemato-oncology, Hallym University Dongtan Sacred Hospital, Hwaseong, Republic of Korea
| | - Ji-Yeon Kim
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Gun Min Kim
- Division of Medical Oncology, Department of Internal Medicine, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Kabsoo Shin
- Division of Medical Oncology, Department of Internal Medicine, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - In Sook Woo
- Division of Medical Oncology, Department of Internal Medicine, Yeouido St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | | | - Seock-Ah Im
- Department of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Yeon Hee Park
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.
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4
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Su Q, Fang L, Li C, Yue L, Yun Z, Zhang H, Liu Q, Ma R, Zhong P, Liu H, Lou Z, Chen Z, Tan Y, Hao X, Wu C. Multi-omics insights into the roles of CCNB1, PLK1, and HPSE in breast cancer progression: implications for prognosis and immunotherapy. Discov Oncol 2025; 16:471. [PMID: 40186712 PMCID: PMC11972280 DOI: 10.1007/s12672-025-02282-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/01/2025] [Accepted: 04/01/2025] [Indexed: 04/07/2025] Open
Abstract
BACKGROUND This study examines the roles of Cyclin B1 (CCNB1), Polo-Like Kinase 1 (PLK1), and Heparanase (HPSE) in breast cancer progression using a multi-omics approach. These genes are known for their involvement in various cancer-related processes, but their precise contributions to breast cancer remain unclear. METHODS We employed an integrative analysis combining transcriptomics, proteomics, DNA methylation profiling, immune infiltration analysis, and single-cell RNA sequencing to investigate the expression patterns, regulatory mechanisms, and functional impacts of CCNB1, PLK1, and HPSE in breast cancer. Functional assays using si-RNA knockdown of CCNB1 and PLK1 were performed to assess their roles in cell proliferation. RESULTS CCNB1, PLK1, and HPSE are upregulated in breast tumors at the mRNA and protein levels. CCNB1 and PLK1 promote tumor growth and metastasis, while HPSE is linked to immune pathways. DNA methylation in BRCA correlates with prognosis, with PLK1 alterations protective for recurrence-free survival. High expression of these genes worsens prognosis, with CCNB1 as a risk factor for overall survival. Immune infiltration analysis associates these genes with tumor-infiltrating immune cells, highlighting HPSE's immunotherapeutic potential. Single-cell RNA sequencing confirms CCNB1 and PLK1 drive malignant proliferation and an immunosuppressive environment. Functional assays demonstrated that silencing CCNB1 and PLK1 significantly reduced breast cancer cell proliferation, indicating regulatory interactions among PLK1, CCNB1, and MKI67. CONCLUSIONS This study provides evidence that CCNB1, PLK1, and HPSE are key players in breast cancer progression and potential biomarkers for prognosis. Furthermore, their roles in immune regulation suggest they could be promising targets for immunotherapy.
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Affiliation(s)
- Qisheng Su
- Key Laboratory of Clinical Laboratory Medicine of Guangxi Department of Education, Department of Clinical Laboratory, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
| | - Leiming Fang
- Faculty of Medicine, Dalian University of Technology, Dalian, China
- Department of Stem Cell and Regenerative Medicine, Institute of Health Service and Transfusion Medicine, Beijing, China
| | - Chaofan Li
- Graduate School of Hebei North University, Zhangjiakou, China
- Department of Tuberculosis Medicine, The Eighth Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Liang Yue
- Department of Stem Cell and Regenerative Medicine, Institute of Health Service and Transfusion Medicine, Beijing, China
| | - Zhimin Yun
- Department of Stem Cell and Regenerative Medicine, Institute of Health Service and Transfusion Medicine, Beijing, China
| | - Huiqiang Zhang
- Breast Cancer Department of Oncology Institute, The Fifth Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Qi Liu
- Faculty of Medicine, Dalian University of Technology, Dalian, China
- Department of Stem Cell and Regenerative Medicine, Institute of Health Service and Transfusion Medicine, Beijing, China
| | - Ruilin Ma
- Faculty of Medicine, Dalian University of Technology, Dalian, China
- Department of Stem Cell and Regenerative Medicine, Institute of Health Service and Transfusion Medicine, Beijing, China
| | - Pengfei Zhong
- Department of Stem Cell and Regenerative Medicine, Institute of Health Service and Transfusion Medicine, Beijing, China
| | - He Liu
- Faculty of Medicine, Dalian University of Technology, Dalian, China
- Department of Stem Cell and Regenerative Medicine, Institute of Health Service and Transfusion Medicine, Beijing, China
| | - Zhangrong Lou
- Faculty of Medicine, Dalian University of Technology, Dalian, China
| | - Zhi Chen
- Department of Tuberculosis Medicine, The Eighth Medical Center, Chinese PLA General Hospital, Beijing, China
| | - Yingxia Tan
- Department of Stem Cell and Regenerative Medicine, Institute of Health Service and Transfusion Medicine, Beijing, China.
| | - Xiaopeng Hao
- Department of General Surgery, The First Medical Center, Chinese PLA General Hospital, Beijing, China.
- Breast Cancer Department of Oncology Institute, The Fifth Medical Center, Chinese PLA General Hospital, Beijing, China.
| | - Chengjun Wu
- School of Health and Life Sciences, Qingdao Central Hospital, University of Health and Rehabilitation Sciences, Qinadao, 266113, China.
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5
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Kamdee K, Roothumnong E, Thongnoppakhun W, Korphaisarn K, Nakthong P, Dungort P, Meesamarnpong C, Wiboontanasarn S, Tansa-Nga W, Punuch K, Pongsuktavorn K, Tititumjariya W, Lertbussarakam C, Wattanarangsan J, Sritun J, Ridchuayrod N, Pithukpakorn M, Suktitipat B. Comprehensive germline and somatic profiling of high-risk Thai breast cancer via next-generation sequencing. Sci Rep 2025; 15:11427. [PMID: 40181060 PMCID: PMC11968900 DOI: 10.1038/s41598-025-95834-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2024] [Accepted: 03/24/2025] [Indexed: 04/05/2025] Open
Abstract
Breast cancer genomic landscapes differ across ethnic groups, yet the somatic profile of Thai breast tumours has remained uncharacterised. This study analysed 1676 high-hereditary-risk Thai breast cancer patients, identified according to National Comprehensive Cancer Network (NCCN) guideline. Germline alterations were assessed in 1370 cases using a custom 36-core cancer panel. Somatic mutations were characterised in formalin-fixed, paraffin-embedded tumour tissues from 180 of the 1676 patients using the 501-gene Oncomine Comprehensive Assay Plus panel. Pathogenic or likely pathogenic (P/LP) variants were detected in 13% of the 1370 germline analyses, with BRCA1 and BRCA2 being the most frequently altered genes. The prevalence of P/LP variants in BRCA1, BRCA2, and PALB2 differed from that observed in other ethnic cohorts. In somatic profiling, TP53 emerged as the most frequently mutated gene, especially in HER2 and TNBC tumours, whereas MAP3K1 and GATA3 were the most frequently mutated genes in the HR+/HER2- tumours. Moreover, hormone-receptor-positive (HR+) tumours showed distinct mutation patterns compared with other ethnicities. Notably, germline carriers exhibited lower PIK3CA mutation rates than non-carriers. These findings advance our understanding of Thai breast cancer genomics and underscore the importance of ethnic diversity in cancer research, offering insights into tailored screening and therapeutic approaches.
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Affiliation(s)
- Kornyok Kamdee
- Department of Biochemistry, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
- Department of Medical Technology, School of Allied Health Sciences, Walailak University, Nakhon Si Thammarat, Thailand
| | - Ekkapong Roothumnong
- Department of Medicine, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
- Siriraj Genomics, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Wanna Thongnoppakhun
- Siriraj Genomics, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Krittiya Korphaisarn
- Department of Medicine, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Panee Nakthong
- Siriraj Genomics, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Peerawat Dungort
- Siriraj Genomics, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Chutima Meesamarnpong
- Siriraj Genomics, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Supakit Wiboontanasarn
- Siriraj Genomics, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Warisara Tansa-Nga
- Siriraj Genomics, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Kittiporn Punuch
- Department of Medicine, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
- Siriraj Genomics, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Khontawan Pongsuktavorn
- Siriraj Genomics, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Warunya Tititumjariya
- Siriraj Genomics, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | | | - Jantanee Wattanarangsan
- Siriraj Genomics, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Jiraporn Sritun
- Siriraj Genomics, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Numpueng Ridchuayrod
- Department of Medicine, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
- Siriraj Genomics, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Manop Pithukpakorn
- Department of Medicine, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand.
- Siriraj Genomics, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand.
| | - Bhoom Suktitipat
- Department of Biochemistry, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand.
- Integrative Computational BioScience (ICBS) Center, Mahidol University, Nakhon Pathom, Thailand.
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6
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Koh J, Kim J, Woo GU, Yi H, Kwon SY, Seo J, Bae JM, Kim JH, Won JK, Ryu HS, Jeon YK, Lee DW, Kim M, Kim TY, Lee KH, Kim TY, Lee JS, Seong MW, Kim S, Lee S, Yun H, Song MG, Choi J, Kim JI, Im SA. Harnessing Institutionally Developed Clinical Targeted Sequencing to Improve Patient Survival in Breast Cancer: A Seven-Year Experience. Cancer Res Treat 2025; 57:443-456. [PMID: 39164082 PMCID: PMC12016828 DOI: 10.4143/crt.2024.296] [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: 03/23/2024] [Accepted: 08/18/2024] [Indexed: 08/22/2024] Open
Abstract
PURPOSE Considering the high disease burden and unique features of Asian patients with breast cancer (BC), it is essential to have a comprehensive view of genetic characteristics in this population. An institutional targeted sequencing platform was developed through the Korea Research-Driven Hospitals project and was incorporated into clinical practice. This study explores the use of targeted next-generation sequencing (NGS) and its outcomes in patients with advanced/metastatic BC in the real world. MATERIALS AND METHODS We reviewed the results of NGS tests administered to BC patients using a customized sequencing platform-FiRST Cancer Panel (FCP)-over 7 years. We systematically described clinical translation of FCP for precise diagnostics, personalized therapeutic strategies, and unraveling disease pathogenesis. RESULTS NGS tests were conducted on 548 samples from 522 patients with BC. Ninety-seven point six percentage of tested samples harbored at least one pathogenic alteration. The common alterations included mutations in TP53 (56.2%), PIK3CA (31.2%), GATA3 (13.8%), BRCA2 (10.2%), and amplifications of CCND1 (10.8%), FGF19 (10.0%), and ERBB2 (9.5%). NGS analysis of ERBB2 amplification correlated well with human epidermal growth factor receptor 2 immunohistochemistry and in situ hybridization. RNA panel analyses found potentially actionable and prognostic fusion genes. FCP effectively screened for potentially germline pathogenic/likely pathogenic mutation. Ten point three percent of BC patients received matched therapy guided by NGS, resulting in a significant overall survival advantage (p=0.022), especially for metastatic BCs. CONCLUSION Clinical NGS provided multifaceted benefits, deepening our understanding of the disease, improving diagnostic precision, and paving the way for targeted therapies. The concrete advantages of FCP highlight the importance of multi-gene testing for BC, especially for metastatic conditions.
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Affiliation(s)
- Jiwon Koh
- Department of Pathology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
- Cancer Research Institute, Seoul National University, Seoul, Korea
| | - Jinyong Kim
- Cancer Research Institute, Seoul National University, Seoul, Korea
- Department of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Go-Un Woo
- Department of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Hanbaek Yi
- Department of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - So Yean Kwon
- Department of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Jeongmin Seo
- Department of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Jeong Mo Bae
- Department of Pathology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Jung Ho Kim
- Department of Pathology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Jae Kyung Won
- Department of Pathology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Han Suk Ryu
- Department of Pathology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
- Cancer Research Institute, Seoul National University, Seoul, Korea
| | - Yoon Kyung Jeon
- Department of Pathology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
- Cancer Research Institute, Seoul National University, Seoul, Korea
| | - Dae-Won Lee
- Cancer Research Institute, Seoul National University, Seoul, Korea
- Department of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Miso Kim
- Cancer Research Institute, Seoul National University, Seoul, Korea
- Department of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Tae-Yong Kim
- Cancer Research Institute, Seoul National University, Seoul, Korea
- Department of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Kyung-Hun Lee
- Cancer Research Institute, Seoul National University, Seoul, Korea
- Department of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Tae-You Kim
- Cancer Research Institute, Seoul National University, Seoul, Korea
- Department of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Jee-Soo Lee
- Department of Laboratory Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Moon-Woo Seong
- Department of Laboratory Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Sheehyun Kim
- Department of Genomic Medicine, Seoul National University Hospital, Seoul, Korea
| | - Sungyoung Lee
- Department of Genomic Medicine, Seoul National University Hospital, Seoul, Korea
| | - Hongseok Yun
- Department of Genomic Medicine, Seoul National University Hospital, Seoul, Korea
| | - Myung Geun Song
- Biomedical Research Institute, Seoul National University Hospital, Seoul, Korea
| | - Jaeyong Choi
- Genomic Medicine Institute, Medical Research Center, Seoul National University, Seoul, Korea
| | - Jong-Il Kim
- Cancer Research Institute, Seoul National University, Seoul, Korea
- Genomic Medicine Institute, Medical Research Center, Seoul National University, Seoul, Korea
| | - Seock-Ah Im
- Cancer Research Institute, Seoul National University, Seoul, Korea
- Department of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
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7
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Xu Y, Cai Q, Li J, Guo W, Chen L, Chen M, Lin Y, Wang Y, Cai W, Qiu Y, He P, Liu S, Wang C, Fu F. Frequency of somatic and germline variants of predisposition genes in young Chinese women with breast cancer. Breast Cancer Res Treat 2025; 210:635-644. [PMID: 39755988 DOI: 10.1007/s10549-024-07602-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Accepted: 12/26/2024] [Indexed: 01/07/2025]
Abstract
PURPOSE Age stratification influences the clinicopathological features and survival outcomes of breast cancer. We aimed to understand the effect of age on gene variants in young Chinese women with breast cancer compared with those from The Cancer Genome Atlas (TCGA). METHODS Enrolled patients ≤ 40 years old (N = 370) underwent germline or somatic genetic testing using a 32-gene hereditary cancer panel at Fujian Union Hospital. Significant alterations of germline and somatic genes were analyzed. The frequency of somatic variants was compared between enrolled patients and patients from TCGA who were divided into two groups (≤ 40 years and > 40 years). RESULTS Among the enrolled patients (median age 36; range 25-40), 335 underwent germline genetic testing and 174 underwent simultaneous somatic genetic testing. We detected 44 germline pathogenic/likely pathogenic variants in 42 (12.5%) patients, where BRCA1/2 was the most common gene (29.8.5%). Family history of first-degree relatives was significantly associated with pathogenic variants (p < 0.001). Somatic Tier I/II mutation frequency was like that of patients ≤ 40 from TCGA (N = 97). More PIK3CA and TP53 mutations in luminal A and basal-like tumors, respectively, were detected in young patients than in patients > 40 from TCGA (N = 975). No significant differences were observed in other breast cancer subtypes. CONCLUSION These results provide a spectrum of genomic alterations in young Chinese women and highlight different frequencies of gene variants in young Asian patients versus Western patients with breast cancer. Further research should explore the biological mechanism to provide more treatment strategies for young Asian women.
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Affiliation(s)
- Yuchun Xu
- Department of Thyroid and Breast Surgery, Affiliated Nanping First Hospital of Fujian Medical University, Nanping, 353000, Fujian, China
| | - Qindong Cai
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, 350001, Fujian, China
| | - Jing Li
- Department of Breast Surgery, Zhongshan Hospital Xiamen University, School of Medicine, Xiamen University, Xiamen, 361001, Fujian, China
| | - Wenhui Guo
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, 350001, Fujian, China
| | - Lili Chen
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, 350001, Fujian, China
| | - Minyan Chen
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, 350001, Fujian, China
| | - Yuxiang Lin
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, 350001, Fujian, China
| | - Yali Wang
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, 350001, Fujian, China
| | - Weifeng Cai
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, 350001, Fujian, China
| | - Yibin Qiu
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, 350001, Fujian, China
| | - Peng He
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, 350001, Fujian, China
| | - Shunyi Liu
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China
- Breast Cancer Institute, Fujian Medical University, Fuzhou, 350001, Fujian, China
| | - Chuan Wang
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China.
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China.
- Breast Cancer Institute, Fujian Medical University, Fuzhou, 350001, Fujian, China.
| | - Fangmeng Fu
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China.
- Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, 350001, Fujian , China.
- Breast Cancer Institute, Fujian Medical University, Fuzhou, 350001, Fujian, China.
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8
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Llinas-Bertran A, Butjosa-Espín M, Barberi V, Seoane JA. Multimodal data integration in early-stage breast cancer. Breast 2025; 80:103892. [PMID: 39922065 PMCID: PMC11973824 DOI: 10.1016/j.breast.2025.103892] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2024] [Revised: 12/13/2024] [Accepted: 01/27/2025] [Indexed: 02/10/2025] Open
Abstract
The use of biomarkers in breast cancer has significantly improved patient outcomes through targeted therapies, such as hormone therapy anti-Her2 therapy and CDK4/6 or PARP inhibitors. However, existing knowledge does not fully encompass the diverse nature of breast cancer, particularly in triple-negative tumors. The integration of multi-omics and multimodal data has the potential to provide new insights into biological processes, to improve breast cancer patient stratification, enhance prognosis and response prediction, and identify new biomarkers. This review presents a comprehensive overview of the state-of-the-art multimodal (including molecular and image) data integration algorithms developed and with applicability to breast cancer stratification, prognosis, or biomarker identification. We examined the primary challenges and opportunities of these multimodal data integration algorithms, including their advantages, limitations, and critical considerations for future research. We aimed to describe models that are not only academically and preclinically relevant, but also applicable to clinical settings.
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Affiliation(s)
- Arnau Llinas-Bertran
- Cancer Computational Biology Group, Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Maria Butjosa-Espín
- Cancer Computational Biology Group, Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Vittoria Barberi
- Breast Cancer Group, Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Jose A Seoane
- Cancer Computational Biology Group, Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain.
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9
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Xu RC, Zhang YW, Liu CC, Xu YY, Shao ZM, Yu KD. Immunotherapy and its racial specificity for breast cancer treatment in Asia: a narrative review. THE LANCET REGIONAL HEALTH. WESTERN PACIFIC 2025; 57:101180. [PMID: 40443538 PMCID: PMC12121431 DOI: 10.1016/j.lanwpc.2024.101180] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Revised: 07/23/2024] [Accepted: 08/13/2024] [Indexed: 06/02/2025]
Abstract
Immunotherapy, including immune checkpoint inhibitors, adoptive cell therapy, cancer vaccines, and other modalities, represents a significant advancement in cancer treatment. Breast cancer, traditionally considered less amenable to immunotherapy, has demonstrated responsiveness to immunotherapy when combined with conventional treatment options. These integrative strategies enhance the effectiveness of immunotherapy, bringing hope to patients. Furthermore, precision therapies guided by predictive biomarkers refine the scope of breast cancer immunotherapy and broaden its advantages. Notably, it is essential to recognise the differences in breast cancer epidemiology, clinical outcomes, and molecular signatures between Asian populations and those in Europe and North America. These include a higher proportion of premenopausal patients and variation in subtype distribution and gene mutation profiles, underscoring the importance of considering racial specificity in immunotherapy. Clinical efforts in Asia, supported by ethnicity-specific studies, indigenous immunotherapeutic agents, and precision medicine informed by predictive biomarkers, provide tailored treatment options. This review aims to present an overview of breast cancer immunotherapy while address the racial specificity to inform its application for Asian patients.
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Affiliation(s)
- Rui-Chen Xu
- Department of Breast Surgery, Fudan University Shanghai Cancer Center and Cancer Institute, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, PR China
- Key Laboratory of Breast Cancer in Shanghai, Shanghai, 200032, PR China
| | - Yan-Wu Zhang
- Department of Breast Surgery, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, PR China
| | - Cui-Cui Liu
- Department of Breast Surgery, Fudan University Shanghai Cancer Center and Cancer Institute, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, PR China
- Key Laboratory of Breast Cancer in Shanghai, Shanghai, 200032, PR China
| | - Ying-Ying Xu
- Department of Breast Surgery, The First Affiliated Hospital of China Medical University, Shenyang, 110001, PR China
| | - Zhi-Ming Shao
- Department of Breast Surgery, Fudan University Shanghai Cancer Center and Cancer Institute, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, PR China
- Key Laboratory of Breast Cancer in Shanghai, Shanghai, 200032, PR China
| | - Ke-Da Yu
- Department of Breast Surgery, Fudan University Shanghai Cancer Center and Cancer Institute, Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, PR China
- Key Laboratory of Breast Cancer in Shanghai, Shanghai, 200032, PR China
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10
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Ryspayeva D, Seyhan AA, MacDonald WJ, Purcell C, Roady TJ, Ghandali M, Verovkina N, El-Deiry WS, Taylor MS, Graff SL. Signaling pathway dysregulation in breast cancer. Oncotarget 2025; 16:168-201. [PMID: 40080721 PMCID: PMC11906143 DOI: 10.18632/oncotarget.28701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2024] [Accepted: 03/03/2025] [Indexed: 03/15/2025] Open
Abstract
This article provides a comprehensive analysis of the signaling pathways implicated in breast cancer (BC), the most prevalent malignancy among women and a leading cause of cancer-related mortality globally. Special emphasis is placed on the structural dynamics of protein complexes that are integral to the regulation of these signaling cascades. Dysregulation of cellular signaling is a fundamental aspect of BC pathophysiology, with both upstream and downstream signaling cascade activation contributing to cellular process aberrations that not only drive tumor growth, but also contribute to resistance against current treatments. The review explores alterations within these pathways across different BC subtypes and highlights potential therapeutic strategies targeting these pathways. Additionally, the influence of specific mutations on therapeutic decision-making is examined, underscoring their relevance to particular BC subtypes. The article also discusses both approved therapeutic modalities and ongoing clinical trials targeting disrupted signaling pathways. However, further investigation is necessary to fully elucidate the underlying mechanisms and optimize personalized treatment approaches.
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Affiliation(s)
- Dinara Ryspayeva
- Laboratory of Translational Oncology and Experimental Cancer Therapeutics, Warren Alpert Medical School, Brown University, RI 02903, USA
- Department of Pathology and Laboratory Medicine, Warren Alpert Medical School, Brown University, RI 02903, USA
- Joint Program in Cancer Biology, Lifespan Health System and Brown University, RI 02903, USA
- Legorreta Cancer Center at Brown University, RI 02903, USA
| | - Attila A. Seyhan
- Laboratory of Translational Oncology and Experimental Cancer Therapeutics, Warren Alpert Medical School, Brown University, RI 02903, USA
- Department of Pathology and Laboratory Medicine, Warren Alpert Medical School, Brown University, RI 02903, USA
- Joint Program in Cancer Biology, Lifespan Health System and Brown University, RI 02903, USA
- Legorreta Cancer Center at Brown University, RI 02903, USA
- Pathobiology Graduate Program, Brown University, RI 02903, USA
| | - William J. MacDonald
- Laboratory of Translational Oncology and Experimental Cancer Therapeutics, Warren Alpert Medical School, Brown University, RI 02903, USA
- Department of Pathology and Laboratory Medicine, Warren Alpert Medical School, Brown University, RI 02903, USA
- Joint Program in Cancer Biology, Lifespan Health System and Brown University, RI 02903, USA
- Legorreta Cancer Center at Brown University, RI 02903, USA
| | - Connor Purcell
- Laboratory of Translational Oncology and Experimental Cancer Therapeutics, Warren Alpert Medical School, Brown University, RI 02903, USA
- Department of Pathology and Laboratory Medicine, Warren Alpert Medical School, Brown University, RI 02903, USA
- Joint Program in Cancer Biology, Lifespan Health System and Brown University, RI 02903, USA
- Legorreta Cancer Center at Brown University, RI 02903, USA
| | - Tyler J. Roady
- Laboratory of Translational Oncology and Experimental Cancer Therapeutics, Warren Alpert Medical School, Brown University, RI 02903, USA
- Department of Pathology and Laboratory Medicine, Warren Alpert Medical School, Brown University, RI 02903, USA
- Joint Program in Cancer Biology, Lifespan Health System and Brown University, RI 02903, USA
- Legorreta Cancer Center at Brown University, RI 02903, USA
- Pathobiology Graduate Program, Brown University, RI 02903, USA
| | - Maryam Ghandali
- Laboratory of Translational Oncology and Experimental Cancer Therapeutics, Warren Alpert Medical School, Brown University, RI 02903, USA
- Department of Pathology and Laboratory Medicine, Warren Alpert Medical School, Brown University, RI 02903, USA
- Joint Program in Cancer Biology, Lifespan Health System and Brown University, RI 02903, USA
- Legorreta Cancer Center at Brown University, RI 02903, USA
| | - Nataliia Verovkina
- Laboratory of Translational Oncology and Experimental Cancer Therapeutics, Warren Alpert Medical School, Brown University, RI 02903, USA
- Department of Pathology and Laboratory Medicine, Warren Alpert Medical School, Brown University, RI 02903, USA
- Joint Program in Cancer Biology, Lifespan Health System and Brown University, RI 02903, USA
- Legorreta Cancer Center at Brown University, RI 02903, USA
| | - Wafik S. El-Deiry
- Laboratory of Translational Oncology and Experimental Cancer Therapeutics, Warren Alpert Medical School, Brown University, RI 02903, USA
- Department of Pathology and Laboratory Medicine, Warren Alpert Medical School, Brown University, RI 02903, USA
- Joint Program in Cancer Biology, Lifespan Health System and Brown University, RI 02903, USA
- Legorreta Cancer Center at Brown University, RI 02903, USA
- Pathobiology Graduate Program, Brown University, RI 02903, USA
- Department of Medicine, Hematology/Oncology Division, Lifespan Health System and Brown University, RI 02903, USA
| | - Martin S. Taylor
- Department of Pathology and Laboratory Medicine, Warren Alpert Medical School, Brown University, RI 02903, USA
- Joint Program in Cancer Biology, Lifespan Health System and Brown University, RI 02903, USA
- Legorreta Cancer Center at Brown University, RI 02903, USA
- Pathobiology Graduate Program, Brown University, RI 02903, USA
- Brown Center on the Biology of Aging, Brown University, RI 02903, USA
| | - Stephanie L. Graff
- Legorreta Cancer Center at Brown University, RI 02903, USA
- Department of Medicine, Hematology/Oncology Division, Lifespan Health System and Brown University, RI 02903, USA
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11
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Smith LA, Cahill JA, Lee JH, Graim K. Equitable machine learning counteracts ancestral bias in precision medicine. Nat Commun 2025; 16:2144. [PMID: 40064867 PMCID: PMC11894161 DOI: 10.1038/s41467-025-57216-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Accepted: 02/05/2025] [Indexed: 03/14/2025] Open
Abstract
Gold standard genomic datasets severely under-represent non-European populations, leading to inequities and a limited understanding of human disease. Therapeutics and outcomes remain hidden because we lack insights that could be gained from analyzing ancestrally diverse genomic data. To address this significant gap, we present PhyloFrame, a machine learning method for equitable genomic precision medicine. PhyloFrame corrects for ancestral bias by integrating functional interaction networks and population genomics data with transcriptomic training data. Application of PhyloFrame to breast, thyroid, and uterine cancers shows marked improvements in predictive power across all ancestries, less model overfitting, and a higher likelihood of identifying known cancer-related genes. Validation in fourteen ancestrally diverse datasets demonstrates that PhyloFrame is better able to adjust for ancestry bias across all populations. The ability to provide accurate predictions for underrepresented groups, in particular, is substantially increased. Analysis of performance in the most diverse continental ancestry group, African, illustrates how phylogenetic distance from training data negatively impacts model performance, as well as PhyloFrame's capacity to mitigate these effects. These results demonstrate how equitable artificial intelligence (AI) approaches can mitigate ancestral bias in training data and contribute to equitable representation in medical research.
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Affiliation(s)
- Leslie A Smith
- Department of Computer & Information Science & Engineering, University of Florida, 1889 Museum Rd, Gainesville, 32611, FL, USA
| | - James A Cahill
- Environmental Engineering Sciences Department, University of Florida, 365 Weil Hall, Gainesville, 32611, FL, USA
- UF Genetics Institute, University of Florida, 2033 Mowry Rd, Gainesville, 32610, FL, USA
| | - Ji-Hyun Lee
- Department of Biostatistics, University of Florida, 2004 Mowry Rd, Gainesville, Gainesville, 32603, FL, USA
- UF Health Cancer Center, University of Florida, 2033 Mowry Rd, Gainesville, 32610, FL, USA
| | - Kiley Graim
- Department of Computer & Information Science & Engineering, University of Florida, 1889 Museum Rd, Gainesville, 32611, FL, USA.
- UF Genetics Institute, University of Florida, 2033 Mowry Rd, Gainesville, 32610, FL, USA.
- UF Health Cancer Center, University of Florida, 2033 Mowry Rd, Gainesville, 32610, FL, USA.
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12
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Tran D, Nguyen H, Pham VD, Nguyen P, Nguyen Luu H, Minh Phan L, Blair DeStefano C, Jim Yeung SC, Nguyen T. A comprehensive review of cancer survival prediction using multi-omics integration and clinical variables. Brief Bioinform 2025; 26:bbaf150. [PMID: 40221959 PMCID: PMC11994034 DOI: 10.1093/bib/bbaf150] [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: 10/27/2024] [Revised: 01/29/2025] [Accepted: 03/19/2025] [Indexed: 04/15/2025] Open
Abstract
Cancer is an umbrella term that includes a wide spectrum of disease severity, from those that are malignant, metastatic, and aggressive to benign lesions with very low potential for progression or death. The ability to prognosticate patient outcomes would facilitate management of various malignancies: patients whose cancer is likely to advance quickly would receive necessary treatment that is commensurate with the predicted biology of the disease. Former prognostic models based on clinical variables (age, gender, cancer stage, tumor grade, etc.), though helpful, cannot account for genetic differences, molecular etiology, tumor heterogeneity, and important host biological mechanisms. Therefore, recent prognostic models have shifted toward the integration of complementary information available in both molecular data and clinical variables to better predict patient outcomes: vital status (overall survival), metastasis (metastasis-free survival), and recurrence (progression-free survival). In this article, we review 20 survival prediction approaches that integrate multi-omics and clinical data to predict patient outcomes. We discuss their strategies for modeling survival time (continuous and discrete), the incorporation of molecular measurements and clinical variables into risk models (clinical and multi-omics data), how to cope with censored patient records, the effectiveness of data integration techniques, prediction methodologies, model validation, and assessment metrics. The goal is to inform life scientists of available resources, and to provide a complete review of important building blocks in survival prediction. At the same time, we thoroughly describe the pros and cons of each methodology, and discuss in depth the outstanding challenges that need to be addressed in future method development.
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Affiliation(s)
- Dao Tran
- Department of Computer Science and Software Engineering, Auburn University, 345 W Magnolia Avenue, Auburn, AL 36849, United States
| | - Ha Nguyen
- Department of Computer Science and Software Engineering, Auburn University, 345 W Magnolia Avenue, Auburn, AL 36849, United States
| | - Van-Dung Pham
- Department of Computer Science and Software Engineering, Auburn University, 345 W Magnolia Avenue, Auburn, AL 36849, United States
| | - Phuong Nguyen
- Department of Computer Science and Software Engineering, Auburn University, 345 W Magnolia Avenue, Auburn, AL 36849, United States
| | - Hung Nguyen Luu
- UPMC Hillman Cancer Center, University of Pittsburgh Medical Center, 5150 Centre Avenue, Pittsburgh, PA 15232, United States
- Department of Epidemiology, School of Public Health, University of Pittsburgh, 130 De Soto Street, Pittsburgh, PA 15261, United States
| | - Liem Minh Phan
- David Grant USAF Medical Center—Clinical Investigation Facility, 60 Medical Group, Defense Health Agency, 101 Bodin Circle, Travis Air Force Base, CA 94535, United States
| | - Christin Blair DeStefano
- Walter Reed National Military Medical Center, Defense Health Agency, 8901 Rockville Pike, Bethesda, MD 20889, United States
| | - Sai-Ching Jim Yeung
- Department of Emergency Medicine, The University of Texas MD Anderson Cancer Center, 1400 Pressler Street, Houston, TX 77030, United States
| | - Tin Nguyen
- Department of Computer Science and Software Engineering, Auburn University, 345 W Magnolia Avenue, Auburn, AL 36849, United States
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13
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Ji L, Chen J, He L, Zhang F, Deng Z, Lin J, Qi Z, Luo X, Giuliano AE, Cui X, Lin SL, Cui Y. Reversal of endocrine resistance via N6AMT1-NEDD4L pathway-mediated p110α degradation. Oncogene 2025; 44:530-544. [PMID: 39623076 PMCID: PMC11832415 DOI: 10.1038/s41388-024-03238-3] [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: 07/14/2024] [Revised: 11/13/2024] [Accepted: 11/20/2024] [Indexed: 02/19/2025]
Abstract
Approximately 70% of breast cancer (BC) cases are luminal-type (estrogen receptor-positive, ER+), suitable for endocrine therapy with tamoxifen as the most commonly used drug. However, about 30% of these patients develop tamoxifen resistance due to various mechanisms, primarily involving PI3K pathway activation through mutations or unknown pathways. Here, we discover, via bioinformatics analysis and clinical samples, that N6 adenine-specific DNA methyltransferase 1 (N6AMT1) is highly expressed in luminal breast cancer but downregulated in tamoxifen-resistant (TamR) BC cells. ChIP-qPCR and luciferase reporter assays showed that FOXA1 binds to the N6AMT1 promoter and enhances its transcription. In TamR models, FOXA1 and N6AMT1 are downregulated, increasing p110α protein levels (but not mRNA), phospho-AKT levels, and tamoxifen resistance. In vivo, N6AMT1 overexpression enhanced tamoxifen sensitivity, while knockdown reduced it; this sensitivity could be restored with the p110α inhibitor A66. Clinically, decreased N6AMT1 expression correlates with poor prognosis in luminal BC patients. In TamR BC organoids, combining tamoxifen with A66 further reduced growth compared to either treatment alone. Mechanistically, increased p110α levels result from inhibited degradation by E3 ubiquitin ligase NEDD4L. These findings suggest N6AMT1 as a potential luminal breast cancer biomarker and highlight the N6AMT1-p110α pathway as a therapeutic target to sensitize cells to tamoxifen.
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Affiliation(s)
- Likeng Ji
- Shantou Key Laboratory of Precision Diagnosis and Treatment in Women's Cancer, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Jiongyu Chen
- Shantou Key Laboratory of Precision Diagnosis and Treatment in Women's Cancer, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Lifang He
- Shantou Key Laboratory of Precision Diagnosis and Treatment in Women's Cancer, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Fan Zhang
- Shantou Key Laboratory of Precision Diagnosis and Treatment in Women's Cancer, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Zihao Deng
- Shantou Key Laboratory of Precision Diagnosis and Treatment in Women's Cancer, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Jiediao Lin
- Shantou Key Laboratory of Precision Diagnosis and Treatment in Women's Cancer, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Zhaochang Qi
- Shantou Key Laboratory of Precision Diagnosis and Treatment in Women's Cancer, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Xi Luo
- Shantou Key Laboratory of Precision Diagnosis and Treatment in Women's Cancer, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Armando E Giuliano
- Department of Surgery, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Xiaojiang Cui
- Department of Surgery, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Stanley Li Lin
- Department of Cell Biology, Shantou University Medical College, Shantou, Guangdong, China
| | - Yukun Cui
- Shantou Key Laboratory of Precision Diagnosis and Treatment in Women's Cancer, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong, China.
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14
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DeWitt JT, Raghunathan M, Haricharan S. Nonrepair functions of DNA mismatch repair proteins: new avenues for precision oncology. Trends Cancer 2025; 11:49-61. [PMID: 39490324 PMCID: PMC12077842 DOI: 10.1016/j.trecan.2024.10.001] [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: 05/29/2024] [Revised: 10/01/2024] [Accepted: 10/07/2024] [Indexed: 11/05/2024]
Abstract
DNA damage repair (DDR) proteins are well recognized as guardians of the genome that are frequently lost during malignant transformation of normal cells across cancer types. To date, their tumor suppressor functions have been generally regarded as a consequence of their roles in maintaining genomic stability: more genomic instability increases the risk of oncogenic transformation events. However, recent discoveries centering around DNA mismatch repair (MMR) proteins suggest a broader impact of the loss of DDR proteins on cellular processes beyond genomic instability. Here, we explore the clinical implications of nonrepair roles for DDR proteins, using the growing evidence supporting roles for DNA MMR proteins in cell cycle and apoptosis regulation, metabolic function, the cellular secretome, and immunomodulation.
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Affiliation(s)
- Jerry Tyler DeWitt
- Department of Biology, San Diego State University, San Diego, CA, USA; Cancer Biology and Signaling Program, UCSD Moores Cancer Center, San Diego, CA, USA
| | - Megha Raghunathan
- Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, USA
| | - Svasti Haricharan
- Department of Biology, San Diego State University, San Diego, CA, USA; Cancer Biology and Signaling Program, UCSD Moores Cancer Center, San Diego, CA, USA.
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15
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Mitsiades IR, Onozato M, Iafrate AJ, Hicks D, Gülhan DC, Sgroi DC, Rheinbay E. ERBB2/HOXB13 co-amplification with interstitial loss of BRCA1 defines a unique subset of breast cancers. Breast Cancer Res 2024; 26:185. [PMID: 39695741 DOI: 10.1186/s13058-024-01943-1] [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: 08/08/2024] [Accepted: 12/03/2024] [Indexed: 12/20/2024] Open
Abstract
BACKGROUND The HOXB13/IL17RB gene expression biomarker has been shown to predict response to adjuvant and extended endocrine therapy in patients with early-stage ER+ HER2- breast tumors. HOXB13 gene expression is the primary determinant driving the prognostic and endocrine treatment-predictive performance of the biomarker. Currently, there is limited data on HOXB13 expression in HER2+ and ER- breast cancers. Herein, we studied the expression of HOXB13 in large cohorts of HER2+ and ER- breast cancers. METHODS We investigated gene expression, genomic copy number, mutational signatures, and clinical outcome data in the TGGA and METABRIC breast cancer cohorts. Genomic-based gene amplification data was validated with tri-colored fluorescence in situ hybridization. RESULTS In the TCGA breast cancer cohort, HOXB13 gene expression was significantly higher in HER2+ versus HER2- breast cancers, and its expression was also significantly higher in the ER- versus ER+ breast cancers. HOXB13 is frequently co-gained or co-amplified with ERBB2. Joint copy gains of HOXB13 and ERBB2 occurred with low-level co-gains or high-level co-amplifications (co-amp), the latter of which is associated with an interstitial loss that includes the tumor suppressor BRCA1. ERBB2/HOXB13 co-amp tumors with interstitial BRCA1 loss exhibit a mutational signature associated with APOBEC deaminase activity and copy number signatures associated with chromothripsis and genomic instability. Among ERBB2-amplified tumors of different tissue origins, ERBB2/HOXB13 co-amp with a BRCA1 loss appeared to be enriched in breast cancer compared to other tumor types. Lastly, patients with ERBB2/HOXB13 co-amplified and BRCA1 lost tumors displayed a significantly shorter progression-free survival (PFS) than those with ERBB2-only amplifications. The difference in PFS was restricted to the ER- subset patients and this difference in PFS was not solely driven by HOXB13 gene expression. CONCLUSIONS HOXB13 is frequently co-gained with ERBB2 at both low-copy number level or as complex high-level amplification with relative BRCA1 loss. ERBB2/HOXB13 amplified, BRCA1-lost tumors are strongly enriched in breast cancer, and patients with such breast tumors experience a shortened PFS.
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Affiliation(s)
- Irene Rin Mitsiades
- Krantz Family Center for Cancer Research, Massachusetts General Hospital Cancer Center, Charlestown, MA, 02129, USA
| | - Maristela Onozato
- Vertex Pharmaceuticals, Preclinical Safety Assessment, Pathology, 316 Northern Ave, Boston, MA, 02210, USA
| | - A John Iafrate
- Krantz Family Center for Cancer Research, Massachusetts General Hospital Cancer Center, Charlestown, MA, 02129, USA
- Department of Pathology, Massachusetts General Hospital, Boston, MA, 02114, USA
- Harvard Medical School, Boston, MA, 02115, USA
| | - Daniel Hicks
- Krantz Family Center for Cancer Research, Massachusetts General Hospital Cancer Center, Charlestown, MA, 02129, USA
- Department of Pathology, Massachusetts General Hospital, Boston, MA, 02114, USA
- Harvard Medical School, Boston, MA, 02115, USA
- Department of Therapeutic Radiology, Yale University School of Medicine, New Haven, CT, USA
| | - Doğa C Gülhan
- Krantz Family Center for Cancer Research, Massachusetts General Hospital Cancer Center, Charlestown, MA, 02129, USA
- The Broad Institute or MIT and Harvard, Cambridge, MA, USA
- Harvard Medical School, Boston, MA, 02115, USA
| | - Dennis C Sgroi
- Krantz Family Center for Cancer Research, Massachusetts General Hospital Cancer Center, Charlestown, MA, 02129, USA.
- Department of Pathology, Massachusetts General Hospital, Boston, MA, 02114, USA.
- Harvard Medical School, Boston, MA, 02115, USA.
| | - Esther Rheinbay
- Krantz Family Center for Cancer Research, Massachusetts General Hospital Cancer Center, Charlestown, MA, 02129, USA.
- The Broad Institute or MIT and Harvard, Cambridge, MA, USA.
- Harvard Medical School, Boston, MA, 02115, USA.
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16
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Yan L, Luo G, Han C, Meng J, Liang C. Exploring the oncogenic role of RGS19 in bladder cancer progression and prognosis. Acta Histochem 2024; 126:152212. [PMID: 39481225 DOI: 10.1016/j.acthis.2024.152212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2024] [Revised: 10/09/2024] [Accepted: 10/15/2024] [Indexed: 11/02/2024]
Abstract
This study investigates the role of autophagy-related genes (ARGs) in bladder cancer (BLCA), focusing on the regulator of G protein signaling 19 (RGS19). Using data from The Cancer Genome Atlas (TCGA) and the Human Autophagy Database (HADb), we identified RGS19 as significantly upregulated and linked to poor prognosis in BLCA. Kaplan-Meier survival analysis confirmed its association with increased mortality and. In vitro, RGS19 knockdown in BLCA cell lines inhibited proliferation, migration, and invasion, while inducing apoptosis and autophagy. Transmission electron microscopy showed autophagic structures in RGS19-silenced cells. In vivo, a xenograft mouse model demonstrated reduced tumor growth with RGS19 knockdown. Immunohistochemical (IHC) analysis revealed decreased Ki67 and increased autophagy markers in tumors with reduced RGS19. Pathway analysis suggested RGS19 acts through the cGMP-PKG signaling pathway, validated by altered expression of soluble guanylate cyclase (sGC), protein kinase G (PKG1), phosphodiesterase 5 A (PDE5A), vasodilator-stimulated phosphoprotein (VASP), and phosphorylated VASP (p-VASP) upon RGS19 knockdown. These results highlight RGS19 as a potential biomarker and therapeutic target in BLCA.
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Affiliation(s)
- Lei Yan
- Department of Urology, the First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China; Institute of Urology, Anhui Medical University, Hefei, Anhui, China; Anhui Provincial Key Laboratory of Urological and Andrological Diseases Research and Medical Transformation, Hefei, Anhui, China
| | - Guangyue Luo
- Department of Urology, the First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China; Institute of Urology, Anhui Medical University, Hefei, Anhui, China; Anhui Provincial Key Laboratory of Urological and Andrological Diseases Research and Medical Transformation, Hefei, Anhui, China
| | - Chengxiang Han
- Department of Urology, People's Hospital of Hanshan County, Anhui, China
| | - Jialin Meng
- Department of Urology, the First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China; Institute of Urology, Anhui Medical University, Hefei, Anhui, China; Anhui Provincial Key Laboratory of Urological and Andrological Diseases Research and Medical Transformation, Hefei, Anhui, China
| | - Chaozhao Liang
- Department of Urology, the First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China; Institute of Urology, Anhui Medical University, Hefei, Anhui, China; Anhui Provincial Key Laboratory of Urological and Andrological Diseases Research and Medical Transformation, Hefei, Anhui, China.
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17
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Dix-Peek T, Dickens C, Valcárcel J, Duarte RAB. Lower FGFR2 mRNA Expression and Higher Levels of FGFR2 IIIc in HER2-Positive Breast Cancer. BIOLOGY 2024; 13:920. [PMID: 39596875 PMCID: PMC11591975 DOI: 10.3390/biology13110920] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/26/2024] [Revised: 10/25/2024] [Accepted: 10/28/2024] [Indexed: 11/29/2024]
Abstract
Fibroblast growth factor receptor 2 (FGFR2) has been associated with breast cancer. We performed in silico analyses to investigate the FGFR2 mRNA expression and splice variants associated with breast cancer subtypes. Online databases, including cBioPortal and TCGA SpliceSeq, were used to examine the association between the FGFR2 expression and splice variants with breast cancer subtypes. A higher FGFR2 mRNA was significantly associated with luminal, oestrogen receptor (ER)-positive breast cancers, and invasive lobular carcinomas, whereas a lower FGFR2 was associated with human epidermal growth factor receptor 2 (HER2)-positive breast cancer and invasive ductal carcinomas. The epithelial alternatively spliced FGFR2 IIIb isoform was significantly enriched in ER+ breast cancer, while the mesenchymal FGFR2 IIIc isoform was significantly prevalent in HER2+ cancer. Increased levels of FGFR2 and IIIb splice isoforms are associated with less aggressive breast cancer phenotypes, while decreased levels of FGFR2 and increased IIIc splice isoform are associated with more aggressive phenotypes.
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Affiliation(s)
- Thérèse Dix-Peek
- Department of Internal Medicine, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, 07 York Road, Parktown, Johannesburg 2193, South Africa;
| | - Caroline Dickens
- Department of Internal Medicine, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, 07 York Road, Parktown, Johannesburg 2193, South Africa;
| | - Juan Valcárcel
- ICREA and Center for Genomic Regulation (CRG), Dr. Aiguader 88, 08003 Barcelona, Spain;
| | - Raquel A. B. Duarte
- Department of Internal Medicine, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, 07 York Road, Parktown, Johannesburg 2193, South Africa;
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18
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Manjunath GK, Sharma S, Nashier D, Vasanthaiah S, Jha S, Bage S, Mitra T, Goyal P, Neerathilingam M, Kumar A. Breast cancer genomic analyses reveal genes, mutations, and signaling networks. Funct Integr Genomics 2024; 24:206. [PMID: 39496981 DOI: 10.1007/s10142-024-01484-y] [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: 08/26/2024] [Revised: 10/17/2024] [Accepted: 10/22/2024] [Indexed: 11/06/2024]
Abstract
Breast cancer (BC) is the most commonly diagnosed cancer and the predominant cause of death in women. BC is a complex disorder, and the exploration of several types of BC omic data, highlighting genes, perturbations, signaling and cellular mechanisms, is needed. We collected mutational data from 9,555 BC samples using cBioPortal. We classified 1174 BC genes (mutated ≥ 40 samples) into five tiers (BCtier_I-V) and subjected them to pathway and protein‒protein network analyses using EnrichR and STRING 11, respectively. BCtier_I possesses 12 BC genes with mutational frequencies > 5%, with only 5 genes possessing > 10% frequencies, namely, PIK3CA (35.7%), TP53 (34.3%), GATA3 (11.5%), CDH1 (11.4%) and MUC16 (11%), and the next seven BC genes are KMT2C (8.8%), TTN (8%), MAP3K1 (8%), SYNE1 (7.2%), AHNAK2 (7%), USH2A (5.5%), and RYR2 (5.4%). Our pathway analyses revealed that the five top BC pathways were the PI3K-AKT, TP53, NOTCH, HIPPO, and RAS pathways. We found that BC panels share only seven genes. These findings show that BC arises from genetic disruptions evident in BC signaling and protein networks.
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Affiliation(s)
- Gowrang Kasaba Manjunath
- Manipal Academy of Higher Education (MAHE), Manipal, 576104, Karnataka, India
- Institute of Bioinformatics, International Technology Park, Whitefield, Bangalore, 560066, Karnataka, India
| | - Srihari Sharma
- Institute of Bioinformatics, International Technology Park, Whitefield, Bangalore, 560066, Karnataka, India
| | - Disha Nashier
- Manipal Academy of Higher Education (MAHE), Manipal, 576104, Karnataka, India
- Institute of Bioinformatics, International Technology Park, Whitefield, Bangalore, 560066, Karnataka, India
| | - Shruthi Vasanthaiah
- Manipal Academy of Higher Education (MAHE), Manipal, 576104, Karnataka, India
- Institute of Bioinformatics, International Technology Park, Whitefield, Bangalore, 560066, Karnataka, India
| | - Spriha Jha
- Institute of Bioinformatics, International Technology Park, Whitefield, Bangalore, 560066, Karnataka, India
| | - Saloni Bage
- Department of Biotechnology, School of Life Sciences, Central University of Rajasthan, Ajmer, Rajasthan, India
| | - Tamoghna Mitra
- Manipal Academy of Higher Education (MAHE), Manipal, 576104, Karnataka, India
- Institute of Bioinformatics, International Technology Park, Whitefield, Bangalore, 560066, Karnataka, India
| | - Pankaj Goyal
- Department of Biotechnology, School of Life Sciences, Central University of Rajasthan, Ajmer, Rajasthan, India
| | - Muniasamy Neerathilingam
- Manipal Academy of Higher Education (MAHE), Manipal, 576104, Karnataka, India
- Institute of Bioinformatics, International Technology Park, Whitefield, Bangalore, 560066, Karnataka, India
| | - Abhishek Kumar
- Manipal Academy of Higher Education (MAHE), Manipal, 576104, Karnataka, India.
- Institute of Bioinformatics, International Technology Park, Whitefield, Bangalore, 560066, Karnataka, India.
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19
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Yoon KA, Kim Y, Jung SY, Ryu JS, Kim KH, Lee EG, Chae H, Kwon Y, Kim J, Park JB, Kong SY. Proteogenomic analysis dissects early-onset breast cancer patients with prognostic relevance. Exp Mol Med 2024; 56:2382-2394. [PMID: 39482530 PMCID: PMC11612404 DOI: 10.1038/s12276-024-01332-w] [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: 11/24/2023] [Revised: 07/05/2024] [Accepted: 07/29/2024] [Indexed: 11/03/2024] Open
Abstract
Early-onset breast cancer is known for its aggressive clinical characteristics and high prevalence in East Asian countries, but a comprehensive understanding of its molecular features is still lacking. In this study, we conducted a proteogenomic analysis of 126 treatment-naïve primary tumor tissues obtained from Korean patients with young breast cancer (YBC) aged ≤40 years. By integrating genomic, transcriptomic, and proteomic data, we identified five distinct functional subgroups that accurately represented the clinical characteristics and biological behaviors of patients with YBC. Our integrated approach could be used to determine the proteogenomic status of HER2, enhancing its clinical significance and prognostic value. Furthermore, we present a proteome-based homologous recombination deficiency (HRD) analysis that has the potential to overcome the limitations of conventional genomic HRD tests, facilitating the identification of new patient groups requiring targeted HR deficiency treatments. Additionally, we demonstrated that protein-RNA correlations can be used to predict the late recurrence of hormone receptor-positive breast cancer. Within each molecular subtype of breast cancer, we identified functionally significant protein groups whose differential abundance was closely correlated with the clinical progression of breast cancer. Furthermore, we derived a recurrence predictive index capable of predicting late recurrence, specifically in luminal subtypes, which plays a crucial role in guiding decisions on treatment durations for YBC patients. These findings improve the stratification and clinical implications for patients with YBC by contributing to the optimal adjuvant treatment and duration for favorable clinical outcomes.
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Affiliation(s)
- Kyong-Ah Yoon
- Department of Biochemistry, College of Veterinary Medicine, Konkuk University, Seoul, Korea
| | - Youngwook Kim
- Department of Cancer Biomedical Science, Graduate School of Cancer Science and Policy, National Cancer Center, Goyang, Korea
| | - So-Youn Jung
- Department of Cancer Biomedical Science, Graduate School of Cancer Science and Policy, National Cancer Center, Goyang, Korea
- Center for Breast Cancer, National Cancer Center, Goyang, Korea
| | - Jin-Sun Ryu
- Division of Translational Science, Research Institute, National Cancer Center, Goyang, Korea
- Laboratory Animal Research Facility, Research Institute, National Cancer Center, Goyang, Korea
| | - Kyung-Hee Kim
- Department of Cancer Biomedical Science, Graduate School of Cancer Science and Policy, National Cancer Center, Goyang, Korea
- Proteomics Core Facility, Research Core Center, Research Institute, National Cancer Center, Goyang, Korea
| | - Eun-Gyeong Lee
- Center for Breast Cancer, National Cancer Center, Goyang, Korea
| | - Heejung Chae
- Cancer Data Center, Control Institute, National Cancer Center, Goyang, Korea
- Division of Medical Oncology, Hospital, National Cancer Center, Goyang, Korea
| | - Youngmee Kwon
- Center for Breast Cancer, National Cancer Center, Goyang, Korea
| | | | - Jong Bae Park
- Department of Cancer Biomedical Science, Graduate School of Cancer Science and Policy, National Cancer Center, Goyang, Korea.
| | - Sun-Young Kong
- Department of Cancer Biomedical Science, Graduate School of Cancer Science and Policy, National Cancer Center, Goyang, Korea.
- Department of Laboratory Medicine, Research Institute, National Cancer Center Korea, Goyang, Korea.
- Department of Targeted Therapy Branch, Research Institute, National Cancer Center, Goyang, Korea.
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20
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Kim J, Kim J, Seo KH, Lee KH, Park YH, Lin CH, Lu YS, Ueno T, Yap YS, Wong FY, Tan VKM, Lim GH, Tan SM, Yeo W, Liu Q, Leung R, Naito Y, Li H, Lee HB, Han W, Im SA. Survival outcomes of young-age female patients with early breast cancer: an international multicenter cohort study. ESMO Open 2024; 9:103732. [PMID: 39413678 PMCID: PMC11530587 DOI: 10.1016/j.esmoop.2024.103732] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Revised: 08/05/2024] [Accepted: 08/29/2024] [Indexed: 10/18/2024] Open
Abstract
BACKGROUND The incidence of breast cancer among young Asian women is increasing, yet they remain underrepresented in global data. We analyzed the epidemiology and outcomes of Asian patients with breast cancer <40 years old across different subtypes to identify their clinical unmet needs. PATIENTS AND METHODS Female patients aged ≥20 years diagnosed with early breast cancer were analyzed from the prospective cohort of the Asian Breast Cancer Cooperative Group (ABCCG). For comparison, data from the Surveillance, Epidemiology, and End Results Program (SEER) cancer registry were used. Patients were categorized into three age groups: young (<40 years), alleged premenopausal mid-age (40-49 years), and alleged postmenopausal (aged ≥50 years). Multivariable Cox proportional hazards models for survival were adjusted for subtypes, histologic grade, T stage, nodal status, and study centers. RESULTS A total of 45 021 patients with breast cancer from Asian study centers, 496 332 SEER-White patients, and 18 279 SEER-Asian patients were included in the analysis. The median age at diagnosis was younger in the Asian cohort (51 years) compared with SEER-Whites (62 years) and SEER-Asians (58 years; P < 0.0001). In the young-age group, hormone receptor-positive/human epidermal growth factor receptor 2 negative (HR+/HER2-) breast cancer was more prevalent among Asians and SEER-Asians compared with SEER-Whites (61.2% and 59.8% versus 54.7%). In the Asian population, young patients with HR+/HER2- breast cancer exhibited significantly inferior overall survival than the mid-age group (6-year overall survival 94.4% versus 96.6%; mid-age to young-age group hazard ratio 0.62; P < 0.001). Similarly, young patients in SEER-Whites showed an earlier decline in survival compared with the mid-age group (89.1% versus 94.0%; P < 0.001). CONCLUSION ABCCG-Asian patients with breast cancer <40 years old with HR+/HER2- subtypes were more likely to have worse survival outcomes than their mid-age counterparts. Our study highlights the poorer prognosis of young patients and underscores the need for a tailored therapeutic approach, such as ovarian function suppression, particularly considering ethnic factors.
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Affiliation(s)
- J Kim
- Department of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul
| | - J Kim
- Medical Research Collaborating Center, Seoul National University Hospital, Seoul
| | - K H Seo
- Medical Research Collaborating Center, Seoul National University Hospital, Seoul
| | - K-H Lee
- Department of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul; Cancer Research Institute, Seoul National University, Seoul.
| | - Y H Park
- Department of Health Sciences and Technology, SAIHST, Sungkyunkwan University, Seoul; Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - C-H Lin
- Department of Medical Oncology, National Taiwan University Hospital, Cancer Center Branch, Taipei
| | - Y-S Lu
- Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan
| | - T Ueno
- Breast Surgical Oncology, Breast Oncology Center, Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Y-S Yap
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore; Duke-NUS Medical School, Singapore
| | - F-Y Wong
- Duke-NUS Medical School, Singapore; Division of Radiation Oncology, National Cancer Centre Singapore, Singapore
| | - V K M Tan
- Duke-NUS Medical School, Singapore; SingHealth Duke-NUS Breast Centre, Singapore; Division of Surgery and Surgical Oncology, National Cancer Centre Singapore, Singapore; Department of Breast Surgery, Singapore General Hospital, Singapore
| | - G-H Lim
- SingHealth Duke-NUS Breast Centre, Singapore; Breast Department, KK Women's and Children's Hospital, Singapore
| | - S-M Tan
- SingHealth Duke-NUS Breast Centre, Singapore; Division of Breast Surgery, Department of General Surgery, Changi General Hospital, Singapore, Singapore
| | - W Yeo
- Department of Clinical Oncology, Prince of Wales Hospital, The Chinese University of Hong Kong, Sha Tin, Hong Kong
| | - Q Liu
- Breast Tumor Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou
| | - R Leung
- The University of Hong Kong, Hong Kong, China
| | - Y Naito
- Department of General Internal Medicine, National Cancer Center Hospital East, Kashiwa, Japan
| | - H Li
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Department of Breast Oncology, Peking University Cancer Hospital & Institute, Beijing, China
| | - H-B Lee
- Cancer Research Institute, Seoul National University, Seoul; Department of Surgery, Seoul National University Hospital, Cancer Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - W Han
- Cancer Research Institute, Seoul National University, Seoul; Department of Surgery, Seoul National University Hospital, Cancer Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - S-A Im
- Department of Internal Medicine, Seoul National University Hospital, Seoul National University College of Medicine, Seoul; Cancer Research Institute, Seoul National University, Seoul.
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21
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Zhang Q, Shen K, Song CG, Ouyang Q, Liu Z, Liu Q, Feng J, Chiu JWY, Tang J, Jiang Z, Tseng LM, Wang X, Yang L, Qian C, Shao Z. Abemaciclib combined with endocrine therapy as adjuvant treatment for hormone-receptor-positive, HER2-, high-risk early breast cancer: 5-year Chinese population analysis of the phase III randomized monarchE study. Ther Adv Med Oncol 2024; 16:17588359241286775. [PMID: 39463748 PMCID: PMC11503738 DOI: 10.1177/17588359241286775] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Accepted: 09/09/2024] [Indexed: 10/29/2024] Open
Abstract
Background Abemaciclib was the first cyclin-dependent kinase 4/6 (CDK4/6) inhibitor approved globally in the adjuvant setting for high-risk hormone-receptor positive (HR+)/human epidermal growth factor 2 negative (HER2-) early breast cancer (EBC), based on the phase III monarchE trial. Objective To report an exploratory Chinese population analysis based on the preplanned overall survival (OS) interim analysis with 5-year efficacy results of monarchE. Design and methods Patients with HR+/HER2-, high-risk (⩾4 positive lymph nodes, or 1-3 nodes and either tumor size ⩾5 cm, histologic grade 3, or Ki-67 ⩾20%) EBC were randomized (1:1) to abemaciclib (150 mg twice daily for 2 years) plus endocrine therapy (ET), or ET alone. This analysis included Chinese patients enrolled in mainland China, Hong Kong, and Taiwan. The primary endpoint was invasive disease-free survival (IDFS); key secondary endpoints included distant relapse-free survival (DRFS), safety, and patient-reported outcomes (PROs). Results Overall, 501 Chinese patients were included (abemaciclib + ET, n = 259; ET, n = 242). With a median follow-up of 53 months, the addition of abemaciclib to ET resulted in improvements in IDFS (estimated 5-year IDFS rate: 85.9% vs 79.1%; hazard ratio (HR), 0.65 (95% confidence interval (CI) 0.41-1.03)) and DRFS (estimated 5-year DRFS rate: 88.4% vs 82.3%; HR, 0.65 (95% CI, 0.39-1.07)). The most common grade ⩾3 treatment-emergent adverse events in the abemaciclib + ET versus ET groups were neutropenia (24.7% vs 0.8%) and leukopenia (22.4% vs 0.4%). Generally, no clinically meaningful difference in PROs (endocrine symptoms and fatigue) was observed between groups, except for diarrhea. Conclusion At this prespecified OS interim analysis, which provides 5-year data, the addition of abemaciclib to ET in Chinese patients with high-risk HR+, HER2- EBC was associated with sustained and clinically meaningful improvements in IDFS and DRFS, with acceptable safety and tolerability profiles and minimal impact on PROs. These results represent the first full report of a CDK4/6 inhibitor in Chinese patients with EBC and support the positive benefit-risk profile of adjuvant abemaciclib + ET in Chinese patients. Trial registration ClinicalTrials.gov identifier: NCT03155997 (first posted: May 16, 2017).
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Affiliation(s)
- Qingyuan Zhang
- Department of Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China
| | - Kunwei Shen
- Department of General Surgery, Comprehensive Breast Health Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Chuan-gui Song
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, China
| | - Quchang Ouyang
- Department of Breast Cancer Medical Oncology, Hunan Cancer Hospital, Changsha, China
| | - Zhenzhen Liu
- Department of Breast Surgery, Affiliated Cancer Hospital of Zhengzhou University, Henan Cancer Hospital, Zhengzhou, China
| | - Qiang Liu
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Breast Tumor Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Jifeng Feng
- Department of Medical Oncology, Jiangsu Province Cancer Hospital, Nanjing, China
| | | | - Jinhai Tang
- Department of General Surgery, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Zefei Jiang
- Department of Breast Cancer, Fifth Medical Center of Chinese PLA General Hospital, Beijing, China
| | - Ling-Ming Tseng
- Department of Surgery, Comprehensive Breast Health Center, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Xiaojia Wang
- Department of Breast Medical Oncology, Zhejiang Cancer Hospital, Hangzhou, China
| | - Liu Yang
- Eli Lilly and Company, Shanghai, China
| | | | - Zhimin Shao
- Department of Breast Surgery, Fudan University Shanghai Cancer Center, 270 Dongan Road, Xuhui District, Shanghai 200032, China
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22
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Lee JY, Lee JW, Chung MS, Choi JG, Sim SH, Kim HJ, Kim JE, Lee KE, Park YH, Kang MJ, Ahn MS, Chae YS, Park JH, Kim JH, Kim GM, Byun JH, Park KU, Kim JW, Jung SP, Lee JH, An JS, Jang B, Yoon D, Kim J, Hong J, Koo H, Cho KR, Kim CY, Sa JK, Park KH. Age- and ethnic-driven molecular and clinical disparity of East Asian breast cancers. BMC Med 2024; 22:422. [PMID: 39334392 PMCID: PMC11438198 DOI: 10.1186/s12916-024-03638-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Accepted: 09/13/2024] [Indexed: 09/30/2024] Open
Abstract
BACKGROUND Breast cancer (BC) is a complex disease with profound genomic aberrations. However, the underlying molecular disparity influenced by age and ethnicity remains elusive. METHODS In this study, we aimed to investigate the molecular properties of 843 primary and metastatic BC patients enrolled in the K-MASTER program. By categorizing patients into two distinct age subgroups, we explored their unique molecular properties. Additionally, we leveraged large-scale genomic data from the TCGA and MSK-IMPACT studies to examine the ethnic-driven molecular and clinical disparities. RESULTS We observed a high prevalence of PI3KCA mutations in K-MASTER HER2 + tumors, particularly in older patients. Moreover, we identified increased mutation rates in DNA damage response molecules, including ARID1A, MSH6, and MLH1. The K-MASTER patients were mainly comprised of triple-negative breast cancer (TNBC) and HER2-positive tumors, while the TCGA and MSK-IMPACT cohorts exhibited a predominance of hormone receptor-positive (HR +) subtype tumors. Importantly, GATA3 mutations were less frequently observed in East Asian patients, which correlated with poor clinical outcomes. In addition to characterizing the molecular disparities, we developed a gradient-boosting multivariable model to identify a new molecular signature that could predict the therapeutic response to platinum-based chemotherapy. CONCLUSIONS Our findings collectively provide unprecedented insights into the significance of age and ethnicity on the molecular and clinical characteristics of BC patients.
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Affiliation(s)
- Ji Yoon Lee
- Department of Biomedical Informatics, Korea University College of Medicine, Seoul, Republic of Korea
- Department of Biomedical Sciences, Korea University College of Medicine, Seoul, Republic of Korea
| | - Ji Won Lee
- Department of Internal Medicine, Division of Medical Oncology, Korea University Anam Hospital, Seoul, Korea
| | - Min Sung Chung
- Department of Surgery, College of Medicine, Hanyang University, Seoul, 04763, Korea
| | - Jong Gwon Choi
- Department of Oncology-Hematology, Konyang University Hospital, Daejeon, Korea
| | - Sung Hoon Sim
- Center for Breast Cancer, National Cancer Center, Goyang, Republic of Korea
| | - Hyo Jeong Kim
- Department of Internal Medicine, Division of Hematology-Oncology, School of Medicine, Medical Research Institute, Pusan National University Hospital, Busan, Korea
| | - Jeong Eun Kim
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea
| | - Kyoung Eun Lee
- Department of Hematology and Oncology, Ewha Womans University Hospital, Seoul, 07985, Republic of Korea
| | - Yeon Hee Park
- Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Myoung Joo Kang
- Department of Internal Medicine, Inje University Haeundae Paik Hospital, Busan, Korea
| | - Mi Sun Ahn
- Department of Hematology-Oncology, Ajou University School of Medicine, Suwon, Korea
| | - Yee Soo Chae
- Department of Hematology and Oncology, School of Medicine, Kyungpook National University, Kyungpook National University Chilgok Hospital, Daegu, Republic of Korea
| | - Ji Hyun Park
- Department of Hematology-Oncology, Division of Internal Medicine, KonKuk University Medical Center, Seoul, Republic of Korea
| | - Jee Hyun Kim
- Department of Internal Medicine, Division of Hematology and Medical Oncology, Seoul National University Bundang Hospital, 166 Gumi-Ro, Bundang-Gu, Seongnam, 463-707, Korea
| | - Gun Min Kim
- Department of Internal Medicine, Division of Medical Oncology, Yonsei University College of Medicine, 50-1 Yonsei-Ro, Seodaemun-Gu, Seoul, 120-752, Korea
| | - Jae Ho Byun
- Department of Internal Medicine, Division of Oncology, Incheon St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Keon Uk Park
- Department of Internal Medicine, Division of Hematology-Oncology, Keimyung University Dongsan Hospital, Keimyung University College of Medicine, Daegu, Republic of Korea
| | - Ju Won Kim
- Department of Internal Medicine, Division of Medical Oncology, Korea University Anam Hospital, Seoul, Korea
| | - Seung Pil Jung
- Department of Surgery, Department of Breast Surgery, Division of Breast and Endocrine, Korea University Anam Hospital, Seoul, Korea
| | - Jung Hyun Lee
- Department of Pathology, Korea University Anam Hospital, Seoul, Korea
| | - Jung Seok An
- Department of Pathology, Korea University Anam Hospital, Seoul, Korea
| | - Byunghyun Jang
- Department of Biomedical Informatics, Korea University College of Medicine, Seoul, Republic of Korea
- Department of Biomedical Sciences, Korea University College of Medicine, Seoul, Republic of Korea
| | - Dayoung Yoon
- Department of Biomedical Informatics, Korea University College of Medicine, Seoul, Republic of Korea
- Department of Biomedical Sciences, Korea University College of Medicine, Seoul, Republic of Korea
- KU-KIST Graduate School of Converging Science and Technology, Korea University, Seoul, Republic of Korea
| | - Jiwon Kim
- Department of Biomedical Informatics, Korea University College of Medicine, Seoul, Republic of Korea
- Department of Biomedical Sciences, Korea University College of Medicine, Seoul, Republic of Korea
| | - Jisoo Hong
- Department of Biomedical Informatics, Korea University College of Medicine, Seoul, Republic of Korea
- Department of Biomedical Sciences, Korea University College of Medicine, Seoul, Republic of Korea
| | - Harim Koo
- Department of Biomedical Informatics, Korea University College of Medicine, Seoul, Republic of Korea
- Department of Biomedical Sciences, Korea University College of Medicine, Seoul, Republic of Korea
- Department of Cancer Biomedical Science, Graduate School of Cancer Science and Policy, National Cancer Center, Goyang, South Korea
| | - Kyu Ran Cho
- Department of Radiology, Korea University Anam Hospital, Seoul, Korea
| | - Cheol Yong Kim
- Department of Radiology, Korea University Anam Hospital, Seoul, Korea
| | - Jason K Sa
- Department of Biomedical Informatics, Korea University College of Medicine, Seoul, Republic of Korea.
- Department of Biomedical Sciences, Korea University College of Medicine, Seoul, Republic of Korea.
| | - Kyong Hwa Park
- Department of Internal Medicine, Division of Medical Oncology, Korea University Anam Hospital, Seoul, Korea.
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23
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Im SA, Cortes J, Cescon DW, Yusof MM, Iwata H, Masuda N, Takano T, Huang CS, Chung CF, Tsugawa K, Park YH, Matsumoto K, Inoue K, Kwong A, Loi S, Fu W, Pan W, Karantza V, Rugo HS, Schmid P. Results from the randomized KEYNOTE-355 study of pembrolizumab plus chemotherapy for Asian patients with advanced TNBC. NPJ Breast Cancer 2024; 10:79. [PMID: 39266535 PMCID: PMC11393332 DOI: 10.1038/s41523-024-00679-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Accepted: 07/19/2024] [Indexed: 09/14/2024] Open
Abstract
In the phase 3 KEYNOTE-355 study (NCT02819518), pembrolizumab plus chemotherapy demonstrated statistically significant and clinically meaningful improvements in progression-free survival (PFS) and overall survival (OS) versus placebo plus chemotherapy among patients with previously untreated locally recurrent inoperable or metastatic triple-negative breast cancer (TNBC) and programmed cell death ligand 1 (PD-L1) combined positive score (CPS) ≥ 10 tumors. We analyzed outcomes for the subgroup of patients enrolled in Asia in KEYNOTE-355. Patients received pembrolizumab 200 mg or placebo (2:1 randomization) every 3 weeks for 35 cycles plus investigator's choice chemotherapy. Primary endpoints were PFS per Response Evaluation Criteria in Solid Tumors version 1.1 and OS. Among patients enrolled in Hong Kong, Japan, Korea, Malaysia and Taiwan (pembrolizumab plus chemotherapy, n = 113; placebo plus chemotherapy, n = 47), 117 (73.1%) had PD-L1 CPS ≥ 1 and 56 (35.0%) had PD-L1 CPS ≥ 10. Median time from randomization to data cutoff (June 15, 2021) was 43.8 (range, 36.8‒53.2) months (intent-to-treat [ITT] population). Hazard ratios (HRs [95% CI]) for PFS in the CPS ≥ 10, CPS ≥ 1, and ITT populations were 0.48 (0.24‒0.98), 0.58 (0.37‒0.91), and 0.66 (0.44‒0.99), respectively. Corresponding HRs (95% CI) for OS were 0.54 (0.28‒1.04), 0.62 (0.40‒0.97), and 0.57 (0.39‒0.84). Grade 3/4 treatment-related adverse events (AEs) occurred in 77.9% versus 78.7% of patients with pembrolizumab plus chemotherapy versus placebo plus chemotherapy. No grade 5 AEs occurred. Clinically meaningful improvement in PFS and OS with manageable toxicity were observed with pembrolizumab plus chemotherapy versus placebo plus chemotherapy in patients enrolled in Asia with previously untreated, inoperable or metastatic TNBC.Trial registration: ClinicalTrials.gov, NCT02819518.
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Affiliation(s)
- Seock-Ah Im
- Seoul National University Hospital, Seoul National University College of Medicine, Cancer Research Institute, Seoul National University, Seoul, Republic of Korea.
| | - Javier Cortes
- International Breast Cancer Center (IBCC), Pangaea Oncology, Quiron Group, Madrid and Barcelona, Spain
- Faculty of Biomedical and Health Sciences, Department of Medicine, Universidad Europea de Madrid, Madrid, Spain
| | - David W Cescon
- Department of Medical Oncology, Princess Margaret Cancer Centre, University Health Network, University of Toronto, Toronto, ON, Canada
| | - Mastura Md Yusof
- Cancer Center at Pantai Hospital Kuala Lumpur, Kuala Lumpur, Malaysia
| | - Hiroji Iwata
- Aichi Cancer Center Hospital, Nagoya, Aichi, Japan
| | - Norikazu Masuda
- Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
| | - Toshimi Takano
- The Cancer Institute Hospital of JFCR, Tokyo, Japan
- Toranomon Hospital, Tokyo, Japan
| | - Chiun-Sheng Huang
- National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan
| | - Chi-Feng Chung
- Koo Foundation Sun Yat-Sen Cancer Center, Taipei, Taiwan
| | | | - Yeon Hee Park
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | | | | | - Ava Kwong
- Division of Breast Surgery, The University of Hong Kong, Queen Mary and Tung Wah Hospital, Hong Kong, China
- The University of Hong Kong-ShenZhen Hospital, Shenzhen, China
| | - Sherene Loi
- Division of Cancer Research, Peter MacCallum Cancer Centre, Melbourne, Australia
- The Sir Peter MacCallum Department of Medical Oncology, University of Melbourne, Parkville, Australia
| | - Wei Fu
- Merck & Co., Inc., Rahway, NJ, USA
| | | | | | - Hope S Rugo
- University of California San Francisco Comprehensive Cancer Center, San Francisco, CA, USA
| | - Peter Schmid
- Centre for Experimental Cancer Medicine, Barts Cancer Institute, London, UK
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24
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Chae H, Sim SH, Kwon Y, Lee EG, Han JH, Jung SY, Lee S, Kang HS, Kim YJ, Kim TH, Lee KS. Neoadjuvant Chemotherapy with Concurrent Letrozole for Estrogen Receptor-Positive and HER2-Negative Breast Cancer: An Open-Label, Single-Center, Nonrandomized Phase II Study (NeoCHAI). Cancers (Basel) 2024; 16:3122. [PMID: 39335094 PMCID: PMC11430478 DOI: 10.3390/cancers16183122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Revised: 09/03/2024] [Accepted: 09/06/2024] [Indexed: 09/30/2024] Open
Abstract
The role of combining neoadjuvant endocrine therapy with conventional chemotherapy remains unclear; therefore, we conducted an open-label, single-center, nonrandomized phase II trial to assess the effect of this combination. Patients with previously untreated stage II or III HR-positive, HER2-negative breast cancer received concurrent letrozole 2.5 mg with standard neoadjuvant chemotherapy. The primary endpoint was pathologic complete response (pCR) at the time of surgery. We used Simon's minimax two-stage design; a pCR rate > 6% was necessary at the first stage to continue. Between November 2017 and November 2020, 53 women were enrolled in the first stage of the trial. Their median age was 49 years (range, 33-63), and 60% of them were premenopausal. Subsequently, 66% and 34% of patients with clinical stages II and III, respectively, were included; 93% had clinically node-positive disease. Two patients (4%) achieved pCR after neoadjuvant chemo-endocrine treatment, which did not satisfy the criteria for continuing to the second stage. The overall response rate was 83%. During the median follow-up of 53.7 months, the 3-year disease-free survival and overall survival rates were 87% and 98%, respectively. Neutropenia was the most common grade 3/4 adverse event (40%), but rarely led to febrile neutropenic episodes (4%). Myalgia (32%), nausea (19%), constipation (17%), heartburn (11%), oral mucositis (9%), and sensory neuropathy (9%) were frequently observed, but classified as grade 1 or 2. No deaths occurred during preoperative treatment. The addition of letrozole to standard neoadjuvant chemotherapy was safe and beneficial in terms of overall response rate, but did not provide a higher pCR rate in locally advanced HR-positive, HER2-negative breast cancer. Further research is needed to enhance neoadjuvant treatment strategies for this cancer subtype.
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Affiliation(s)
- Heejung Chae
- Department of Internal Medicine, Center for Breast Cancer, Hospital, National Cancer Center, 323 Ilsanro, Goyang 10408, Republic of Korea
- Cancer Data Center, National Cancer Control Institute, National Cancer Center, 323 Ilsanro, Goyang 10408, Republic of Korea
| | - Sung Hoon Sim
- Department of Internal Medicine, Center for Breast Cancer, Hospital, National Cancer Center, 323 Ilsanro, Goyang 10408, Republic of Korea
- Division of Rare and Refractory Cancer, Research Institute, National Cancer Center, 323 Ilsanro, Goyang 10408, Republic of Korea
| | - Youngmi Kwon
- Department of Pathology, National Cancer Center, Hospital, 323 Ilsanro, Goyang 10408, Republic of Korea
| | - Eun-Gyeong Lee
- Department of Surgery, Center for Breast Cancer, Hospital, National Cancer Center, 323 Ilsanro, Goyang 10408, Republic of Korea
| | - Jai Hong Han
- Department of Surgery, Center for Breast Cancer, Hospital, National Cancer Center, 323 Ilsanro, Goyang 10408, Republic of Korea
| | - So-Youn Jung
- Department of Surgery, Center for Breast Cancer, Hospital, National Cancer Center, 323 Ilsanro, Goyang 10408, Republic of Korea
- Division of Clinical Research, Research Institute, National Cancer Center, 323 Ilsanro, Goyang 10408, Republic of Korea
| | - Seeyoun Lee
- Department of Surgery, Center for Breast Cancer, Hospital, National Cancer Center, 323 Ilsanro, Goyang 10408, Republic of Korea
| | - Han-Sung Kang
- Department of Surgery, Center for Breast Cancer, Hospital, National Cancer Center, 323 Ilsanro, Goyang 10408, Republic of Korea
| | - Yeon-Joo Kim
- Center for Proton Therapy, National Cancer Center, 323 Ilsanro, Goyang 10408, Republic of Korea
| | - Tae Hyun Kim
- Center for Proton Therapy, National Cancer Center, 323 Ilsanro, Goyang 10408, Republic of Korea
| | - Keun Seok Lee
- Department of Internal Medicine, Center for Breast Cancer, Hospital, National Cancer Center, 323 Ilsanro, Goyang 10408, Republic of Korea
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25
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Serio PADMP, Saccaro DM, de Gouvêa ACRC, Encinas G, Maistro S, Pereira GFDL, Rocha VM, de Souza LD, da Silva VJ, Katayama MLH, Folgueira MAAK. Custom target-sequencing in triple-negative and luminal breast cancer from young Brazilian patients. Clinics (Sao Paulo) 2024; 79:100479. [PMID: 39208653 PMCID: PMC11399600 DOI: 10.1016/j.clinsp.2024.100479] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Revised: 04/17/2024] [Accepted: 07/28/2024] [Indexed: 09/04/2024] Open
Abstract
OBJECTIVES To identify somatic mutations in tumors from young women with triple-negative or luminal breast cancer, through targeted sequencing and to explore the cancer driver potential of these gene variants. METHODS A customized gene panel was assembled based on data from previous sequencing studies of breast cancer from young women. Triple-negative and luminal tumors and paired blood samples from young breast cancer patients were sequenced, and identified gene variants were searched for their driver potential, in databases and literature. Additionally, the authors performed an exploratory analysis using large, curated databases to evaluate the frequency of somatic mutations in this gene panel in tumors stratified by age groups (every 10 years). RESULTS A total of 28 young women had their tumoral tissue and blood samples sequenced. Using a customized panel of 64 genes, the authors could detect cancer drivers in 11/12 (91.7 %) TNBC samples and 11/16 (68.7 %) luminal samples. Among TNBC patients, the most frequent cancer driver was TP53, followed by NF1, NOTCH1 and PTPN13. In luminal samples, PIK3CA and GATA3 were the main cancer drivers, and other drivers were GRHL2 and SMURF2. CACNA1E was involved in both TN and luminal BC. The exploratory analysis also indicated a role for SMURF2 in luminal BC development in young patients. CONCLUSIONS The data further indicates that some cancer drivers are more common in a specific breast cancer subtype from young patients, such as TP53 in TNBC and PIK3CA and GATA3 in luminal samples. These results also provide additional evidence that some genes not considered classical cancer-causing genes, such as CACNA1E, GRHL2 and SMURF2 might be cancer drivers in this age group.
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Affiliation(s)
- Pedro Adolpho de Menezes Pacheco Serio
- Comprehensive Center for Precision Oncology (C2PO), Centro de Investigação Translacional em Oncologia (CTO), Departamento de Radiologia e Oncologia, Instituto do Câncer do Estado de São Paulo, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo (HCFMUSP), São Paulo, SP, Brazil.
| | - Daniela Marques Saccaro
- Comprehensive Center for Precision Oncology (C2PO), Centro de Investigação Translacional em Oncologia (CTO), Departamento de Radiologia e Oncologia, Instituto do Câncer do Estado de São Paulo, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo (HCFMUSP), São Paulo, SP, Brazil
| | | | - Giselly Encinas
- Agilent Brazil (Agilent Technologies), Alphaville Industrial, Barueri, SP, Brazil
| | - Simone Maistro
- Comprehensive Center for Precision Oncology (C2PO), Centro de Investigação Translacional em Oncologia (CTO), Departamento de Radiologia e Oncologia, Instituto do Câncer do Estado de São Paulo, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo (HCFMUSP), São Paulo, SP, Brazil
| | - Gláucia Fernanda de Lima Pereira
- Comprehensive Center for Precision Oncology (C2PO), Centro de Investigação Translacional em Oncologia (CTO), Departamento de Radiologia e Oncologia, Instituto do Câncer do Estado de São Paulo, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo (HCFMUSP), São Paulo, SP, Brazil
| | - Vinícius Marques Rocha
- Comprehensive Center for Precision Oncology (C2PO), Centro de Investigação Translacional em Oncologia (CTO), Departamento de Radiologia e Oncologia, Instituto do Câncer do Estado de São Paulo, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo (HCFMUSP), São Paulo, SP, Brazil
| | - Larissa Dias de Souza
- Comprehensive Center for Precision Oncology (C2PO), Centro de Investigação Translacional em Oncologia (CTO), Departamento de Radiologia e Oncologia, Instituto do Câncer do Estado de São Paulo, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo (HCFMUSP), São Paulo, SP, Brazil
| | - Viviane Jennifer da Silva
- Comprehensive Center for Precision Oncology (C2PO), Centro de Investigação Translacional em Oncologia (CTO), Departamento de Radiologia e Oncologia, Instituto do Câncer do Estado de São Paulo, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo (HCFMUSP), São Paulo, SP, Brazil
| | - Maria Lucia Hirata Katayama
- Comprehensive Center for Precision Oncology (C2PO), Centro de Investigação Translacional em Oncologia (CTO), Departamento de Radiologia e Oncologia, Instituto do Câncer do Estado de São Paulo, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo (HCFMUSP), São Paulo, SP, Brazil
| | - Maria Aparecida Azevedo Koike Folgueira
- Comprehensive Center for Precision Oncology (C2PO), Centro de Investigação Translacional em Oncologia (CTO), Departamento de Radiologia e Oncologia, Instituto do Câncer do Estado de São Paulo, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo (HCFMUSP), São Paulo, SP, Brazil
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26
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Kim JY, Park K, Park WY, Ahn JS, Im YH, Lee JE, Kim SW, Nam SJ, Yu J, Park YH. Prognostic value of structural variants in early breast cancer patients. NPJ Breast Cancer 2024; 10:64. [PMID: 39068172 PMCID: PMC11283467 DOI: 10.1038/s41523-024-00669-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Accepted: 07/08/2024] [Indexed: 07/30/2024] Open
Abstract
Genomic analysis of structural variants(SVs) in breast cancer (BC) patients has been conducted, but the relationship between genomic alterations and BC prognosis remains unclear. We performed RNA sequencing of 297 early BC fresh-frozen tissues. We identified SVs using three tools (STAR.Arriba, STAR.fusion, and STAR.SEQR) with the COSMIC and Mitelman databases as guide references. We found a median of five to eight fusions per sample. In BC intrinsic subtypes, normal subtype had the fewest fusions (median: 1, interquartile range [IQR]: 0, 3) followed by luminal A (median: 5.5, IQR: 2.75, 10.25), luminal B (median: 9, IQR: 6, 16.5), HER2-enriched (median: 9, IQR: 6, 16.5) and basal (median 10, IQR: 6, 15.5) subtypes (p < 0.05). Intrachromosomal fusion was more frequent observed rather than interchromosomal fusion. In location, chromosome 17 had the most fusions followed by chromosome 1 and 11. When samples were divided into high and low fusion groups based on a cut-off value of 11 fusions, five-year event-free survival (5Y-EFS) was 68.1% in the high fusion group (n = 72) and 80.1% in the low fusion group (n = 125) (p = 0.024) while 75.6% among all patients (95% confidence interval: 0.699, 0.819). Among BC subtype, TNBCs with more fusions had shorter EFS compared to those with fewer fusions (5Y-EFS rate: 65.1% vs. 85.7%; p = 0.013) but no EFS differences were observed in other BC subtypes. ESTIMATE ImmuneScore was also associated with the number of fusions in TNBC (p < 0.005) and TNBCs with high ImmuneScore had better 5Y-EFS compared to those with low ImmuneScore (p = 0.041). In conclusion, diverse fusions were observed by BC subtype, and the number of fusions was associated with BC survival outcome and immune status in TNBC.
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Affiliation(s)
- Ji-Yeon Kim
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
- Department of Health Sciences and Technology, SAIHST, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Kyunghee Park
- Samsung Genome Institute, Samsung Medical Center, Seoul, Korea
| | - Woong-Yang Park
- Samsung Genome Institute, Samsung Medical Center, Seoul, Korea
| | - Jin Seok Ahn
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Young-Hyuck Im
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Jeong Eon Lee
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Seok Won Kim
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Seok Jin Nam
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Jonghan Yu
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Yeon Hee Park
- Division of Hematology-Oncology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.
- Department of Health Sciences and Technology, SAIHST, Sungkyunkwan University School of Medicine, Seoul, Korea.
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27
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Ronchi C, Haider S, Brisken C. EMBER creates a unified space for independent breast cancer transcriptomic datasets enabling precision oncology. NPJ Breast Cancer 2024; 10:56. [PMID: 38982086 PMCID: PMC11233672 DOI: 10.1038/s41523-024-00665-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2024] [Accepted: 06/24/2024] [Indexed: 07/11/2024] Open
Abstract
Transcriptomics has revolutionized biomedical research and refined breast cancer subtyping and diagnostics. However, wider use in clinical practice is hampered for a number of reasons including the application of transcriptomic signatures as single sample predictors. Here, we present an embedding approach called EMBER that creates a unified space of 11,000 breast cancer transcriptomes and predicts phenotypes of transcriptomic profiles on a single sample basis. EMBER accurately captures the five molecular subtypes. Key biological pathways, such as estrogen receptor signaling, cell proliferation, DNA repair, and epithelial-mesenchymal transition determine sample position in the space. We validate EMBER in four independent patient cohorts and show with samples from the window trial, POETIC, that it captures clinical responses to endocrine therapy and identifies increased androgen receptor signaling and decreased TGFβ signaling as potential mechanisms underlying intrinsic therapy resistance. Of direct clinical importance, we show that the EMBER-based estrogen receptor (ER) signaling score is superior to the immunohistochemistry (IHC) based ER index used in current clinical practice to select patients for endocrine therapy. As such, EMBER provides a calibration and reference tool that paves the way for using RNA-seq as a standard diagnostic and predictive tool for ER+ breast cancer.
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Affiliation(s)
- Carlos Ronchi
- ISREC - Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne (EPFL), CH-1015, Lausanne, Switzerland
| | - Syed Haider
- The Breast Cancer Now Toby Robins Breast Cancer Research Centre, The Institute of Cancer Research, London, UK
| | - Cathrin Brisken
- ISREC - Swiss Institute for Experimental Cancer Research, School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne (EPFL), CH-1015, Lausanne, Switzerland.
- The Breast Cancer Now Toby Robins Breast Cancer Research Centre, The Institute of Cancer Research, London, UK.
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28
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Buyukbayram ME, Hannarici Z, Duzkopru Y, Turhan A, Caglar AA, Coban Esdur P, Bilici M, Tekin SB, Yazılıtaş D. The Effect of C-Reactive Protein/Lymphocyte Ratio (CLR) on PFS in Metastatic Breast Cancer Patients Treated with CDK4/6 Inhibitors: A Novel Biomarker. BREAST CANCER (DOVE MEDICAL PRESS) 2024; 16:329-339. [PMID: 38974895 PMCID: PMC11227876 DOI: 10.2147/bctt.s464161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Accepted: 06/21/2024] [Indexed: 07/09/2024]
Abstract
Objective Hormone positive breast cancer is a tumor with high mortality. Combining antihormonal therapy with cyclin dependent kinase 4/6 inhibitors (CDK4/6i) has resulted in longer survival. The effect of inflammatory parameters such as c-reactive protein and c-reactive protein/lymphocyte ratio (CLR) on efficacy and survival in CDK4/6i treatment is unknown. In our study, we aimed to investigate the role of CLR and some parameters in predicting progression-free survival (PFS) with CDK4/6i. Methods This retrospective cohort study included 78 patients with denovo and recurrent metastatic breast cancer treated with CDK4/6i. Cut off values for the prediction of mortality by various numerical parameter scores were performed by ROC Curve analysis. The effect of clinical variables, inflammatory and histopathological parameters on survival was analyzed by Kaplan-Meier method. Results Neutrophil/lymphocyte ratio (NLR) and CLR were statistically significant in predicting mortality (p < 0.05). Ki67 and CLR were correlated with PFS. Age and CLR were correlated with OS (p < 0.05). CLR was statistically significant for both PFS (p = 0.022) and OS (p = 0.006). Conclusion In patients with metastatic hormone-positive breast cancer using CDK4/6i, low CLR and low Ki67 were correlated with longer PFS duration.
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Affiliation(s)
| | - Zekeriya Hannarici
- Department of Medical Oncology, Atatürk University Faculty of Medicine, Erzurum, Turkey
| | - Yakup Duzkopru
- Department of Medical Oncology, Ankara Etlik City Hospital, Ankara, Turkey
| | - Aykut Turhan
- Department of Medical Oncology, Atatürk University Faculty of Medicine, Erzurum, Turkey
| | | | - Pınar Coban Esdur
- Department of Medical Oncology, Atatürk University Faculty of Medicine, Erzurum, Turkey
| | - Mehmet Bilici
- Department of Medical Oncology, Atatürk University Faculty of Medicine, Erzurum, Turkey
| | - Salim Basol Tekin
- Department of Medical Oncology, Atatürk University Faculty of Medicine, Erzurum, Turkey
| | - Doğan Yazılıtaş
- Department of Medical Oncology, Ankara Etlik City Hospital, Ankara, Turkey
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29
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Kang D, Park S, Kim HJ, Lee J, Han J, Kim SW, Lee JE, Yu J, Lee SK, Kim JY, Nam SJ, Cho J, Park YH. Comprehensive Young Age Breast Cancer registry from clinical, genomics, and patient-reported outcomes measured with 15 years follow-up: the CHARM cohort profile. Breast Cancer 2024; 31:467-475. [PMID: 38472736 DOI: 10.1007/s12282-024-01559-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Accepted: 02/20/2024] [Indexed: 03/14/2024]
Abstract
BACKGROUND In recognition of the distinct clinical challenges and research gaps in young breast cancer (YBC) patients, we established the Comprehensive Young Age Breast Cancer (CHARM) registry to collect prospective data. METHODS This prospective cohort included patients who were newly diagnosed with histologically confirmed breast cancer without prior treatment at the Samsung Medical Center (SMC) in April 2013. We included patients who were either 40 years old or younger at the time of diagnosis, pregnant at breast cancer diagnosis or diagnosed with breast cancer within 1 year of delivery. All data were collected using Medidata's Rave Electronic Data. Clinical data were obtained from electronic medical records. Two experienced pathologists reviewed the pathologic data. Bone mineral densitometry tests have been conducted annually. To obtain multi-omics data, tumor tissues and blood samples were prospectively collected from consenting patients in the registry during surgery. The fertility-related factor also collected collaborated with the Department of Obstetrics and Gynecology. Anti-Müllerian hormone, estradiol, follicle-stimulating hormone, and luteinizing hormone levels were measured using an additional blood sample from baseline to last follow-up. Patient-reported outcomes were assessed using mobile questionnaires. RESULTS A total of 1868 participants were included in the SMC YBC study. The average (standard deviation) age was 35.57 (3.79) and 99.8% of the participants were premenopausal. Among them, 1062 participants completed the PRO questionnaires. CONCLUSIONS The SMC YBC cohort serves as a comprehensive registry for YBC to optimize care and improve knowledge regarding the management of YBC.
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Affiliation(s)
- Danbee Kang
- Department of Clinical Research Design and Evaluation SAIHST, Sungkyunkwan University, 115 Irwon-ro, Gangnam, Seoul, 06335, South Korea
- Center for Clinical Epidemiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, South Korea
| | - Seri Park
- Department of Health Sciences and Technology, SAIHST, Sungkyunkwan University, Seoul, 06351, South Korea
| | - Hyo Jung Kim
- Department of Digital Health, SAIHST, Sungkyunkwan University, Seoul, 06351, South Korea
- Research Institution for Future Medicine, Samsung Medical Center, Seoul, 06351, South Korea
| | - Jiseon Lee
- Department of Clinical Research Design and Evaluation SAIHST, Sungkyunkwan University, 115 Irwon-ro, Gangnam, Seoul, 06335, South Korea
- Center for Clinical Epidemiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, South Korea
| | - Jiyoon Han
- Department of Clinical Research Design and Evaluation SAIHST, Sungkyunkwan University, 115 Irwon-ro, Gangnam, Seoul, 06335, South Korea
- Center for Clinical Epidemiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, South Korea
| | - Seok Won Kim
- Division of Breast Surgery, Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, South Korea
| | - Jeong Eon Lee
- Division of Breast Surgery, Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, South Korea
| | - Jonghan Yu
- Division of Breast Surgery, Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, South Korea
| | - Se Kyung Lee
- Division of Breast Surgery, Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, South Korea
| | - Ji-Yeon Kim
- Division of Hematology-Oncology, Department of Internal Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, 50 Ilwon-dong Kangnam-gu, Seoul, 135-710, South Korea
| | - Seok Jin Nam
- Division of Breast Surgery, Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, South Korea
| | - Juhee Cho
- Department of Clinical Research Design and Evaluation SAIHST, Sungkyunkwan University, 115 Irwon-ro, Gangnam, Seoul, 06335, South Korea.
- Center for Clinical Epidemiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, 06351, South Korea.
| | - Yeon Hee Park
- Department of Health Sciences and Technology, SAIHST, Sungkyunkwan University, Seoul, 06351, South Korea.
- Division of Hematology-Oncology, Department of Internal Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, 50 Ilwon-dong Kangnam-gu, Seoul, 135-710, South Korea.
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30
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Pan JW, Ragu M, Chan WQ, Hasan SN, Islam T, Teoh LY, Jamaris S, See MH, Yip CH, Rajadurai P, Looi LM, Taib NAM, Rueda OM, Caldas C, Chin SF, Lim J, Teo SH. Clustering of HR + /HER2- breast cancer in an Asian cohort is driven by immune phenotypes. Breast Cancer Res 2024; 26:67. [PMID: 38649964 PMCID: PMC11035138 DOI: 10.1186/s13058-024-01826-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Accepted: 04/15/2024] [Indexed: 04/25/2024] Open
Abstract
Breast cancer exhibits significant heterogeneity, manifesting in various subtypes that are critical in guiding treatment decisions. This study aimed to investigate the existence of distinct subtypes of breast cancer within the Asian population, by analysing the transcriptomic profiles of 934 breast cancer patients from a Malaysian cohort. Our findings reveal that the HR + /HER2- breast cancer samples display a distinct clustering pattern based on immune phenotypes, rather than conforming to the conventional luminal A-luminal B paradigm previously reported in breast cancers from women of European descent. This suggests that the activation of the immune system may play a more important role in Asian HR + /HER2- breast cancer than has been previously recognized. Analysis of somatic mutations by whole exome sequencing showed that counter-intuitively, the cluster of HR + /HER2- samples exhibiting higher immune scores was associated with lower tumour mutational burden, lower homologous recombination deficiency scores, and fewer copy number aberrations, implicating the involvement of non-canonical tumour immune pathways. Further investigations are warranted to determine the underlying mechanisms of these pathways, with the potential to develop innovative immunotherapeutic approaches tailored to this specific patient population.
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Affiliation(s)
- Jia-Wern Pan
- Cancer Research Malaysia, No. 1, Jalan SS12/1A, 47500, Subang Jaya, Malaysia.
| | - Mohana Ragu
- Cancer Research Malaysia, No. 1, Jalan SS12/1A, 47500, Subang Jaya, Malaysia
| | - Wei-Qin Chan
- Cancer Research Malaysia, No. 1, Jalan SS12/1A, 47500, Subang Jaya, Malaysia
| | | | - Tania Islam
- Department of Surgery, Faculty of Medicine, University Malaya, 50603, Kuala Lumpur, Malaysia
| | - Li-Ying Teoh
- Department of Surgery, Faculty of Medicine, University Malaya, 50603, Kuala Lumpur, Malaysia
| | - Suniza Jamaris
- Department of Surgery, Faculty of Medicine, University Malaya, 50603, Kuala Lumpur, Malaysia
| | - Mee-Hoong See
- Department of Surgery, Faculty of Medicine, University Malaya, 50603, Kuala Lumpur, Malaysia
| | - Cheng-Har Yip
- Subang Jaya Medical Centre, No. 1, Jalan SS12/1A, 47500, Subang Jaya, Malaysia
| | - Pathmanathan Rajadurai
- Subang Jaya Medical Centre, No. 1, Jalan SS12/1A, 47500, Subang Jaya, Malaysia
- Jeffrey Cheah School of Medicine and Health Sciences, Monash University Malaysia, Jalan Lagoon Selatan, Bandar Sunway, 47500, Subang Jaya, Malaysia
| | - Lai-Meng Looi
- Department of Pathology, Faculty of Medicine, University Malaya, 50603, Kuala Lumpur, Malaysia
| | - Nur Aishah Mohd Taib
- Department of Surgery, Faculty of Medicine, University Malaya, 50603, Kuala Lumpur, Malaysia
| | - Oscar M Rueda
- MRC Biostatistics Unit, University of Cambridge, Cambridge, UK
| | - Carlos Caldas
- Department of Oncology, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Robinson Way, Cambridge, CB2 0RE, UK
- NIHR Cambridge Biomedical Research Centre and Cambridge Experimental Cancer Medicine Centre, Cambridge University Hospital NHS Foundation Trust, Cambridge, UK
| | - Suet-Feung Chin
- Department of Oncology, Cancer Research UK Cambridge Institute, Li Ka Shing Centre, Robinson Way, Cambridge, CB2 0RE, UK
| | - Joanna Lim
- Cancer Research Malaysia, No. 1, Jalan SS12/1A, 47500, Subang Jaya, Malaysia
| | - Soo-Hwang Teo
- Cancer Research Malaysia, No. 1, Jalan SS12/1A, 47500, Subang Jaya, Malaysia
- Faculty of Medicine, University Malaya Cancer Research Institute, University Malaya, 50603, Kuala Lumpur, Malaysia
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31
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Zhao X, Fan X, Lin X, Guo B, Yu Y. Deciphering age-specific molecular features in cervical cancer and constructing an angio-immune prognostic model. Medicine (Baltimore) 2024; 103:e37717. [PMID: 38608077 PMCID: PMC11018232 DOI: 10.1097/md.0000000000037717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2023] [Accepted: 03/04/2024] [Indexed: 04/14/2024] Open
Abstract
Cancer incidence is increasingly seen in younger individuals. Molecular distinctions between young and elderly patients at onset are understudied. This study used public databases to explore genomic, transcriptomic, and immune-related features across age groups in cervical cancer. Additionally, it aims to create a prognostic model applicable across diverse age cohorts, enabling precise patient stratification, and personalized therapies. Gene mutations, expression data, and clinicopathological information were obtained from 317 cervical cancer patients. These patients were divided into a young group and an old group based on the median age of onset. The characteristics of differential gene mutation, gene expression, and immune cells analysis were analyzed by R software. Finally, the prognostic model was constructed by univariate Cox, least absolute shrinkage and selection operator, and multivariate Cox regression analyses of angiogenic and immune gene sets. Its validity was further confirmed using an additional 300 cervical squamous cell carcinoma and endocervical adenocarcinoma tissues. Cervical cancer patients at elderly onset age exhibit a significantly higher frequency of NOTCH1 and TP53 driver mutations compared to young patients, along with a notably higher tumor mutational burden. However, there were no significant differences between the 2 groups in terms of genomic instability and age-related mutational signatures. Differential gene expression analysis revealed that the young group significantly upregulated interferon-alpha and gamma responses and exhibited significantly higher activity in multiple metabolic pathways. Immune microenvironment analysis indicated enrichment of dendritic cells and natural killer cells in the young group, while transforming growth factor-β signature was enriched in the elderly group, indicating a higher degree of immune exclusion. A multigene prognostic model based on angiogenesis and T cell immune gene sets showed excellent prognostic performance independent of clinical factors such as age. High-risk groups identified by the model exhibit significant activation of tumor-promoting processes, such as metastasis and angiogenesis. Our study reveals distinct patterns in cancer-driving mechanisms, biological processes, and immune system status between young and elderly patients at onset with cervical cancer. These findings shed light on the age-specific underlying mechanisms of carcinogenesis. Furthermore, an independent molecular prognostic model is constructed to provide valuable references for patient stratification and the development of potential drug targets.
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Affiliation(s)
- Xin Zhao
- Department of Public Health, International College, Krirk University, Bangkok, Thailand
| | - Xichen Fan
- Department of Oncology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Xiu Lin
- Department of Public Health, International College, Krirk University, Bangkok, Thailand
| | - Baozhu Guo
- Department of Public Health, International College, Krirk University, Bangkok, Thailand
| | - Yanqin Yu
- Department of Public Health, International College, Krirk University, Bangkok, Thailand
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32
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Jiang YZ, Ma D, Jin X, Xiao Y, Yu Y, Shi J, Zhou YF, Fu T, Lin CJ, Dai LJ, Liu CL, Zhao S, Su GH, Hou W, Liu Y, Chen Q, Yang J, Zhang N, Zhang WJ, Liu W, Ge W, Yang WT, You C, Gu Y, Kaklamani V, Bertucci F, Verschraegen C, Daemen A, Shah NM, Wang T, Guo T, Shi L, Perou CM, Zheng Y, Huang W, Shao ZM. Integrated multiomic profiling of breast cancer in the Chinese population reveals patient stratification and therapeutic vulnerabilities. NATURE CANCER 2024; 5:673-690. [PMID: 38347143 DOI: 10.1038/s43018-024-00725-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Accepted: 01/04/2024] [Indexed: 04/30/2024]
Abstract
Molecular profiling guides precision treatment of breast cancer; however, Asian patients are underrepresented in publicly available large-scale studies. We established a comprehensive multiomics cohort of 773 Chinese patients with breast cancer and systematically analyzed their genomic, transcriptomic, proteomic, metabolomic, radiomic and digital pathology characteristics. Here we show that compared to breast cancers in white individuals, Asian individuals had more targetable AKT1 mutations. Integrated analysis revealed a higher proportion of HER2-enriched subtype and correspondingly more frequent ERBB2 amplification and higher HER2 protein abundance in the Chinese HR+HER2+ cohort, stressing anti-HER2 therapy for these individuals. Furthermore, comprehensive metabolomic and proteomic analyses revealed ferroptosis as a potential therapeutic target for basal-like tumors. The integration of clinical, transcriptomic, metabolomic, radiomic and pathological features allowed for efficient stratification of patients into groups with varying recurrence risks. Our study provides a public resource and new insights into the biology and ancestry specificity of breast cancer in the Asian population, offering potential for further precision treatment approaches.
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Affiliation(s)
- Yi-Zhou Jiang
- Key Laboratory of Breast Cancer, Department of Breast Surgery, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.
| | - Ding Ma
- Key Laboratory of Breast Cancer, Department of Breast Surgery, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Xi Jin
- Key Laboratory of Breast Cancer, Department of Breast Surgery, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Yi Xiao
- Key Laboratory of Breast Cancer, Department of Breast Surgery, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Ying Yu
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Human Phenome Institute and Shanghai Cancer Center, Fudan University, Shanghai, China
| | - Jinxiu Shi
- Shanghai-MOST Key Laboratory of Health and Disease Genomics, Shanghai Institute for Biomedical and Pharmaceutical Technologies (SIBPT), Shanghai, China
| | - Yi-Fan Zhou
- Key Laboratory of Breast Cancer, Department of Breast Surgery, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Tong Fu
- Key Laboratory of Breast Cancer, Department of Breast Surgery, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Cai-Jin Lin
- Key Laboratory of Breast Cancer, Department of Breast Surgery, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Lei-Jie Dai
- Key Laboratory of Breast Cancer, Department of Breast Surgery, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Cheng-Lin Liu
- Key Laboratory of Breast Cancer, Department of Breast Surgery, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Shen Zhao
- Key Laboratory of Breast Cancer, Department of Breast Surgery, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Guan-Hua Su
- Key Laboratory of Breast Cancer, Department of Breast Surgery, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Wanwan Hou
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Human Phenome Institute and Shanghai Cancer Center, Fudan University, Shanghai, China
| | - Yaqing Liu
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Human Phenome Institute and Shanghai Cancer Center, Fudan University, Shanghai, China
| | - Qingwang Chen
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Human Phenome Institute and Shanghai Cancer Center, Fudan University, Shanghai, China
| | - Jingcheng Yang
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Human Phenome Institute and Shanghai Cancer Center, Fudan University, Shanghai, China
- Greater Bay Area Institute of Precision Medicine, Guangzhou, China
| | - Naixin Zhang
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Human Phenome Institute and Shanghai Cancer Center, Fudan University, Shanghai, China
| | - Wen-Juan Zhang
- Key Laboratory of Breast Cancer, Department of Breast Surgery, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China
| | - Wei Liu
- Westlake Omics (Hangzhou) Biotechnology, Hangzhou, China
| | - Weigang Ge
- Westlake Omics (Hangzhou) Biotechnology, Hangzhou, China
| | - Wen-Tao Yang
- Department of Pathology, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Chao You
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Yajia Gu
- Department of Radiology, Fudan University Shanghai Cancer Center, Shanghai, China
| | - Virginia Kaklamani
- Division Haematology/Oncology, University of Texas Health Science Center at San Antonio, San Antonio, TX, USA
| | - François Bertucci
- Predictive Oncology Laboratory and Department of Medical Oncology, CRCM, Institut Paoli-Calmettes, Inserm UMR1068, CNRS UMR7258, Aix-Marseille Université, Marseille, France
| | | | - Anneleen Daemen
- Department of Bioinformatics and Computational Biology, Genentech, South San Francisco, CA, USA
| | - Nakul M Shah
- Department of Genetics, Washington University School of Medicine, St. Louis, MO, USA
- Edison Family Center for Genome Sciences and Systems Biology, Washington University School of Medicine, St. Louis, MO, USA
| | - Ting Wang
- Department of Genetics, Washington University School of Medicine, St. Louis, MO, USA
- Edison Family Center for Genome Sciences and Systems Biology, Washington University School of Medicine, St. Louis, MO, USA
- McDonnell Genome Institute, Washington University School of Medicine, St. Louis, MO, USA
| | - Tiannan Guo
- Westlake Center for Intelligent Proteomics, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China
- School of Medicine, School of Life Sciences, Westlake University, Hangzhou, China
- Research Center for Industries of the Future, Westlake University, Hangzhou, China
| | - Leming Shi
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Human Phenome Institute and Shanghai Cancer Center, Fudan University, Shanghai, China
- International Human Phenome Institutes (Shanghai), Shanghai, China
| | - Charles M Perou
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Yuanting Zheng
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Human Phenome Institute and Shanghai Cancer Center, Fudan University, Shanghai, China.
| | - Wei Huang
- Shanghai-MOST Key Laboratory of Health and Disease Genomics, Shanghai Institute for Biomedical and Pharmaceutical Technologies (SIBPT), Shanghai, China.
| | - Zhi-Ming Shao
- Key Laboratory of Breast Cancer, Department of Breast Surgery, Fudan University Shanghai Cancer Center; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.
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Al-Danakh A, Safi M, Jian Y, Yang L, Zhu X, Chen Q, Yang K, Wang S, Zhang J, Yang D. Aging-related biomarker discovery in the era of immune checkpoint inhibitors for cancer patients. Front Immunol 2024; 15:1348189. [PMID: 38590525 PMCID: PMC11000233 DOI: 10.3389/fimmu.2024.1348189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2023] [Accepted: 01/29/2024] [Indexed: 04/10/2024] Open
Abstract
Older patients with cancer, particularly those over 75 years of age, often experience poorer clinical outcomes compared to younger patients. This can be attributed to age-related comorbidities, weakened immune function, and reduced tolerance to treatment-related adverse effects. In the immune checkpoint inhibitors (ICI) era, age has emerged as an influential factor impacting the discovery of predictive biomarkers for ICI treatment. These age-linked changes in the immune system can influence the composition and functionality of tumor-infiltrating immune cells (TIICs) that play a crucial role in the cancer response. Older patients may have lower levels of TIICs infiltration due to age-related immune senescence particularly T cell function, which can limit the effectivity of cancer immunotherapies. Furthermore, age-related immune dysregulation increases the exhaustion of immune cells, characterized by the dysregulation of ICI-related biomarkers and a dampened response to ICI. Our review aims to provide a comprehensive understanding of the mechanisms that contribute to the impact of age on ICI-related biomarkers and ICI response. Understanding these mechanisms will facilitate the development of treatment approaches tailored to elderly individuals with cancer.
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Affiliation(s)
- Abdullah Al-Danakh
- Department of Urology, First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China
| | - Mohammed Safi
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Yuli Jian
- Department of Biochemistry and Molecular Biology, Institute of Glycobiology, Dalian Medical University, Dalian, China
| | - Linlin Yang
- Department of Urology, First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China
| | - Xinqing Zhu
- Department of Urology, First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China
| | - Qiwei Chen
- Department of Urology, First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China
| | - Kangkang Yang
- Institute for Genome Engineered Animal Models of Human Diseases, National Center of Genetically Engineered Animal Models for International Research, Dalian Medical University, Dalian, Liaoning, China
| | - Shujing Wang
- Department of Biochemistry and Molecular Biology, Institute of Glycobiology, Dalian Medical University, Dalian, China
| | - Jianjun Zhang
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Deyong Yang
- Department of Urology, First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China
- Department of Surgery, Healinghands Clinic, Dalian, Liaoning, China
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Hyung J, Lee SB, Kim J, Kim HJ, Ko B, Lee JW, Son BH, Lee HJ, Gong G, Jeong H, Jeong JH, Kim JE, Ahn JH, Jung KH, Kim SB. 21-gene expression assay and clinical outcomes of premenopausal patients with hormone receptor-positive breast cancer. Int J Cancer 2024; 154:748-756. [PMID: 37718333 DOI: 10.1002/ijc.34728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Revised: 07/24/2023] [Accepted: 08/14/2023] [Indexed: 09/19/2023]
Abstract
The prognostic role of the recurrence score (RS) based on the 21-gene expression assay in premenopausal women is not well delineated, and we investigated the association of outcomes and the RS in premenopausal patients who had 21-gene expression assay at Asan Medical Center, Seoul, Korea, between June 2005 and July 2018. Invasive breast cancer-free survival (IBCFS) by STEEP version 2.0 was compared according to the RS and clinical risk factors. A total of 554 patients were included in our study and 116 patients (20.9%) had age <40 years, 238 patients (43.0%) had luminal B subtype (Ki67 ≥ 20%), and 83 patients (15.0%) had RS >25. All patients received adjuvant tamoxifen ± chemotherapy. Overall, patients with RS >25 showed trend toward worse IBCFS from multivariable analysis (adjusted HR 1.89 [95% CI: 0.95-3.73], P = .069). When comparing outcomes according to age and luminal subtypes, patients with luminal B subtype and age <40 years (n = 60) showed significantly worse outcomes compared to the others (luminal A or luminal B + age ≥40 years, n = 494; adjusted HR 2.95 [95% CI: 1.49-5.82], log-rank P < .001). Among patients with luminal B subtype and age <40 years, there was no significant association observed between IBCFS and the RS (log-rank P = .51). In conclusion, while RS >25 showed association with poor outcomes in premenopausal women, it may have less prognostic significance among those with luminal B subtype and age <40 years.
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Affiliation(s)
- Jaewon Hyung
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Sae Byul Lee
- Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Jisun Kim
- Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Hee Jeong Kim
- Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - BeomSeok Ko
- Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Jong Won Lee
- Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Byung-Ho Son
- Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Hee Jin Lee
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Gyungyub Gong
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Hyehyun Jeong
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Jae Ho Jeong
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Jeong Eun Kim
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Jin-Hee Ahn
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Kyung Hae Jung
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Sung-Bae Kim
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
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35
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Chen B, Wu H, Fang Y, Huang G, Guo C, Chen C, He L, Chen Z, Hou X, Li C, Wu J. Prognostic implication of novel immune-related signature in breast cancer. Medicine (Baltimore) 2024; 103:e37065. [PMID: 38335435 PMCID: PMC10860943 DOI: 10.1097/md.0000000000037065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 12/28/2023] [Accepted: 01/04/2024] [Indexed: 02/12/2024] Open
Abstract
Checkpoint inhibitor therapy has become increasingly important and has been endorsed as a treatment regimen in breast cancer. But benefits were limited to a small proportion of patients. We aimed to develop an improved signature on the basis of immune genes for detection of potential benefit from immunotherapy. Gene expression data of patients with breast cancer initially extracted from The Cancer Genome Atlas were analyzed. Ten genes were selected from the interaction of differentially expressed genes as well as immune-related genes to develop a survival signature. We compared the high-risk and low-risk groups by gene set enrichment analysis, immune infiltration, checkpoint molecule expression and immunophenoscore. Ten genes were extracted from interactions of differentially expressed and immune-related genes. The immune risk score was determined on the basis of the Cox regression coefficient of hub genes and validated with the GSE96058 dataset. Immune cell infiltrates, including CD8 + T cells, plasma cells, follicular helper T cells, CD4 + memory T cells, M1 macrophages, regulatory T cells and resting NK cells, were more highly infiltrated in the high-risk group as compared to the low-risk group. Checkpoint molecules, including CTLA-4, PD-L1, TIM-3, VISTA, ICOS, PD-1, and PD-L2, were expressed at markedly lower levels in the high-risk group as compared to the low-risk group. Immunophenoscores, as a surrogate of response to immune checkpoint therapy, was observed significant lower in the high-risk group. The 10-gene prognostic signature could identify patients' survival and was correlated with the biomarkers of immune checkpoint inhibitor therapy, which may guide precise therapeutic decisions in clinical practice.
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Affiliation(s)
- Bingfeng Chen
- The Breast Center, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong, P.R. China
| | - Haoming Wu
- The Breast Center, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong, P.R. China
| | - Yutong Fang
- The Breast Center, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong, P.R. China
| | - Guangsheng Huang
- The Breast Center, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong, P.R. China
| | - Cuiping Guo
- The Breast Center, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong, P.R. China
| | - Chunfa Chen
- The Breast Center, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong, P.R. China
| | - Lifang He
- The Breast Center, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong, P.R. China
| | - Zexiao Chen
- The Breast Center, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong, P.R. China
| | - Xiangling Hou
- Faculty of Science and Technology, BNU-HKBU United International College, Zhuhai, Guangdong Province, China
| | - Cheukfai Li
- Department of Breast Cancer, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong Province, China
| | - Jundong Wu
- The Breast Center, Cancer Hospital of Shantou University Medical College, Shantou, Guangdong, P.R. China
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Goggins E, Mironchik Y, Kakkad S, Jacob D, Wildes F, Bhujwalla ZM, Krishnamachary B. Reprogramming of VEGF-mediated extracellular matrix changes through autocrine signaling. Cancer Biol Ther 2023; 24:2184145. [PMID: 37389973 PMCID: PMC10012930 DOI: 10.1080/15384047.2023.2184145] [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: 08/16/2022] [Revised: 01/20/2023] [Accepted: 01/30/2023] [Indexed: 03/11/2023] Open
Abstract
Vascular endothelial growth factor (VEGF) plays key roles in angiogenesis, vasculogenesis, and wound healing. In cancers, including triple negative breast cancer (TNBC), VEGF has been associated with increased invasion and metastasis, processes that require cancer cells to traverse through the extracellular matrix (ECM) and establish angiogenesis at distant sites. To further understand the role of VEGF in modifying the ECM, we characterized VEGF-mediated changes in the ECM of tumors derived from TNBC MDA-MB-231 cells engineered to overexpress VEGF. We established that increased VEGF expression by these cells resulted in tumors with reduced collagen 1 (Col1) fibers, fibronectin, and hyaluronan. Molecular characterization of tumors identified an increase of MMP1, uPAR, and LOX, and a decrease of MMP2, and ADAMTS1. α-SMA, a marker of cancer associated fibroblasts (CAFs), increased, and FAP-α, a marker of a subset of CAFs associated with immune suppression, decreased with VEGF overexpression. Analysis of human data from The Cancer Genome Atlas Program confirmed mRNA differences for several molecules when comparing TNBC with high and low VEGF expression. We additionally characterized enzymatic changes induced by VEGF overexpression in three different cancer cell lines that clearly identified autocrine-mediated changes, specifically uPAR, in these enzymes. Unlike the increase of Col1 fibers and fibronectin mediated by VEGF during wound healing, in the TNBC model, VEGF significantly reduced key protein components of the ECM. These results further expand our understanding of the role of VEGF in cancer progression and identify potential ECM-related targets to disrupt this progression.
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Affiliation(s)
- Eibhlin Goggins
- Division of Cancer Imaging Research, The Russell H. Morgan Department of Radiology and Radiological Science, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Yelena Mironchik
- Division of Cancer Imaging Research, The Russell H. Morgan Department of Radiology and Radiological Science, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Samata Kakkad
- Division of Cancer Imaging Research, The Russell H. Morgan Department of Radiology and Radiological Science, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Desmond Jacob
- Division of Cancer Imaging Research, The Russell H. Morgan Department of Radiology and Radiological Science, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Flonne Wildes
- Division of Cancer Imaging Research, The Russell H. Morgan Department of Radiology and Radiological Science, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Zaver M. Bhujwalla
- Division of Cancer Imaging Research, The Russell H. Morgan Department of Radiology and Radiological Science, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Radiation Oncology and Molecular Radiation Sciences, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Balaji Krishnamachary
- Division of Cancer Imaging Research, The Russell H. Morgan Department of Radiology and Radiological Science, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
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Jacobson DH, Pan S, Fisher J, Secrier M. Multi-scale characterisation of homologous recombination deficiency in breast cancer. Genome Med 2023; 15:90. [PMID: 37919776 PMCID: PMC10621207 DOI: 10.1186/s13073-023-01239-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Accepted: 09/26/2023] [Indexed: 11/04/2023] Open
Abstract
BACKGROUND Homologous recombination is a robust, broadly error-free mechanism of double-strand break repair, and deficiencies lead to PARP inhibitor sensitivity. Patients displaying homologous recombination deficiency can be identified using 'mutational signatures'. However, these patterns are difficult to reliably infer from exome sequencing. Additionally, as mutational signatures are a historical record of mutagenic processes, this limits their utility in describing the current status of a tumour. METHODS We apply two methods for characterising homologous recombination deficiency in breast cancer to explore the features and heterogeneity associated with this phenotype. We develop a likelihood-based method which leverages small insertions and deletions for high-confidence classification of homologous recombination deficiency for exome-sequenced breast cancers. We then use multinomial elastic net regression modelling to develop a transcriptional signature of heterogeneous homologous recombination deficiency. This signature is then applied to single-cell RNA-sequenced breast cancer cohorts enabling analysis of homologous recombination deficiency heterogeneity and differential patterns of tumour microenvironment interactivity. RESULTS We demonstrate that the inclusion of indel events, even at low levels, improves homologous recombination deficiency classification. Whilst BRCA-positive homologous recombination deficient samples display strong similarities to those harbouring BRCA1/2 defects, they appear to deviate in microenvironmental features such as hypoxic signalling. We then present a 228-gene transcriptional signature which simultaneously characterises homologous recombination deficiency and BRCA1/2-defect status, and is associated with PARP inhibitor response. Finally, we show that this signature is applicable to single-cell transcriptomics data and predict that these cells present a distinct milieu of interactions with their microenvironment compared to their homologous recombination proficient counterparts, typified by a decreased cancer cell response to TNFα signalling. CONCLUSIONS We apply multi-scale approaches to characterise homologous recombination deficiency in breast cancer through the development of mutational and transcriptional signatures. We demonstrate how indels can improve homologous recombination deficiency classification in exome-sequenced breast cancers. Additionally, we demonstrate the heterogeneity of homologous recombination deficiency, especially in relation to BRCA1/2-defect status, and show that indications of this feature can be captured at a single-cell level, enabling further investigations into interactions between DNA repair deficient cells and their tumour microenvironment.
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Affiliation(s)
- Daniel H Jacobson
- UCL Genetics Institute, Department of Genetics, Evolution and Environment, University College London, Gower Street, London, WC1E 6BT, UK
- UCL Cancer Institute, University College London, Paul O'Gorman Building, 72 Huntley Street, London, WC1E 6BT, UK
| | - Shi Pan
- UCL Genetics Institute, Department of Genetics, Evolution and Environment, University College London, Gower Street, London, WC1E 6BT, UK
| | - Jasmin Fisher
- UCL Cancer Institute, University College London, Paul O'Gorman Building, 72 Huntley Street, London, WC1E 6BT, UK
| | - Maria Secrier
- UCL Genetics Institute, Department of Genetics, Evolution and Environment, University College London, Gower Street, London, WC1E 6BT, UK.
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Takahashi M, Cortés J, Dent R, Pusztai L, McArthur H, Kümmel S, Denkert C, Park YH, Im SA, Ahn JH, Mukai H, Huang CS, Chen SC, Kim MH, Jia L, Li XT, Tryfonidis K, Karantza V, Iwata H, Schmid P. Pembrolizumab Plus Chemotherapy Followed by Pembrolizumab in Patients With Early Triple-Negative Breast Cancer: A Secondary Analysis of a Randomized Clinical Trial. JAMA Netw Open 2023; 6:e2342107. [PMID: 37966841 PMCID: PMC10652156 DOI: 10.1001/jamanetworkopen.2023.42107] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 09/21/2023] [Indexed: 11/16/2023] Open
Abstract
Importance In the phase 3 KEYNOTE-522 study, addition of pembrolizumab to neoadjuvant chemotherapy followed by adjuvant pembrolizumab significantly increased pathologic complete response (pCR) and event-free survival (EFS) vs neoadjuvant chemotherapy in patients with early triple-negative breast cancer. Objective To evaluate efficacy and safety outcomes for patients enrolled in East/Southeast Asia (Asia) in KEYNOTE-522. Design, Setting, and Participants KEYNOTE-522, a multicenter, double-blind, randomized clinical trial, enrolled 1174 patients between March 7, 2017, and September 13, 2018. For interim EFS and overall survival (OS) analyses (data cutoff, March 23, 2021), median follow-up was 39.8 months (range, 30.4-46.9 months) for pembrolizumab plus chemotherapy and 40.8 months (range, 30.1-46.9 months) for placebo plus chemotherapy. Data cutoff for pCR analysis was September 24, 2018. This secondary analysis included adults enrolled in Asia with newly diagnosed, previously untreated, nonmetastatic triple-negative breast cancer (tumor stage T1c and nodal stage N1-2 or tumor stage T2-4 and nodal stage N0-2) and Eastern Cooperative Oncology Group performance status of 0 to 1, regardless of programmed cell death ligand 1 (PD-L1) status. Intervention Patients were randomized 2:1 to 4 cycles of pembrolizumab (200 mg every 3 weeks) or placebo plus carboplatin and paclitaxel and another 4 cycles of pembrolizumab or placebo plus doxorubicin or epirubicin and cyclophosphamide before surgery. After definitive surgery, patients received pembrolizumab or placebo every 3 weeks for 9 cycles or until recurrence or unacceptable toxic effects. Main Outcomes and Measures The main outcome was pCR (no evidence of primary tumor after neoadjuvant therapy or carcinoma in situ after neoadjuvant therapy and no regional lymph node involvement after neoadjuvant therapy) at the time of definitive surgery and EFS. Results A total of 216 of 1174 randomized patients (all female; median [range] age, 46.0 [24.0-71.0] years) were from Korea, Japan, Taiwan, and Singapore (136 in the pembrolizumab plus chemotherapy group and 80 in the placebo plus chemotherapy group). Of these patients, 104 (76.5%) in the pembrolizumab plus chemotherapy group and 60 (75.0%) in the placebo plus chemotherapy group had a tumor PD-L1 combined positive score of 1 or greater. Pathologic complete response was 58.7% (95% CI, 46.7%-69.9%) with pembrolizumab plus chemotherapy and 40.0% (95% CI, 26.4%-54.8%) with placebo plus chemotherapy; benefit was observed regardless of PD-L1 status. Thirteen patients (9.6%) in the pembrolizumab plus chemotherapy group and 20 patients (25.0%) in the placebo plus chemotherapy group had EFS events (hazard ratio, 0.35; 95% CI, 0.17-0.71). The 36-month EFS rate was 91.2% (95% CI, 85.0%-94.9%) with pembrolizumab plus chemotherapy and 77.2% (95% CI, 66.3%-85.0%) with placebo plus chemotherapy. Grade 3 to 4 treatment-related adverse events occurred in 109 patients (80.1%) receiving pembrolizumab plus chemotherapy and 64 patients (81.0%) receiving placebo plus chemotherapy. Conclusions and Relevance In this subgroup analysis of patients enrolled in Asia in KEYNOTE-522, neoadjuvant pembrolizumab plus chemotherapy followed by adjuvant pembrolizumab led to clinically meaningful improvements in pCR and EFS vs neoadjuvant chemotherapy alone. These findings support the use of neoadjuvant pembrolizumab plus chemotherapy followed by adjuvant pembrolizumab as a standard-of-care therapy for patients in Asian countries with early triple-negative breast cancer. Trial Registration ClinicalTrials.gov Identifier: NCT03036488.
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Affiliation(s)
- Masato Takahashi
- Department of Breast Surgery, Hokkaido University Hospital, Sapporo, Japan
| | - Javier Cortés
- International Breast Cancer Center, Pangaea Oncology, Quironsalud Group, Barcelona, Spain
- Medical Scientia Innovation Research (MEDSIR), Barcelona, Spain
- Faculty of Biomedical and Health Sciences, Department of Medicine, Universidad Europea de Madrid, Madrid, Spain
| | - Rebecca Dent
- National Cancer Center Singapore, Duke-NUS Medical School, Singapore
| | - Lajos Pusztai
- Yale Cancer Center, Yale University School of Medicine, New Haven, Connecticut
| | - Heather McArthur
- Department of Internal Medicine, UT Southwestern Medical Center, Dallas, Texas
| | - Sherko Kümmel
- Breast Unit, Department of Gynecology with Breast Center, Kliniken Essen-Mitte, Essen, Germany
- Charité–Universitätsmedizin Berlin, Berlin, Germany
| | - Carsten Denkert
- Institute of Pathology, Philipps-University Marburg and University Hospital Marburg (UKGM), Marburg, Germany
| | - Yeon Hee Park
- Hematology-Oncology, Samsung Medical Center Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Seock-Ah Im
- Cancer Research Institute, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Jin-Hee Ahn
- Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Hirofumi Mukai
- National Cancer Center Hospital East, Kashiwa-shi, Japan
| | | | | | - Min Hwan Kim
- Yonsei University College of Medicine, Seoul, Korea
| | - Liyi Jia
- Merck & Co Inc, Rahway, New Jersey
| | | | | | | | | | - Peter Schmid
- Centre for Experimental Cancer Medicine, Barts Cancer Institute, Queen Mary University of London, London, United Kingdom
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Peng S, Lin C, Chen I, Shen Y, Chang D, Chen TW, Huang S, Hu F, Lu Y. Disparity in survival benefits of pembrolizumab between Asian and non-Asian patients with advanced cancers: A systematic review and meta-regression analysis. Cancer Med 2023; 12:20035-20051. [PMID: 37737544 PMCID: PMC10587960 DOI: 10.1002/cam4.6563] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Revised: 08/23/2023] [Accepted: 09/11/2023] [Indexed: 09/23/2023] Open
Abstract
BACKGROUND Immune checkpoint inhibitors have revolutionized the treatment of malignancies. However, disproportionate enrollment among races and ethnicities places the generalizability of global trial results in doubt. METHODS In this systematic review, phase 3 randomized controlled trials investigating pembrolizumab in advanced cancers and providing subgroup analyses of Asian and non-Asian participants were included. The primary and secondary effect measures were the mean differences (MDs) in the natural logarithms of the hazard ratios (HRs) for overall survival (OS) and progression-free survival (PFS) between these two subgroups, respectively. We used random-effects meta-analysis to calculate the pooled ratios of HRs (i.e., exp(MD)) and implemented a meta-regression analysis to identify significant covariates. RESULTS A total of 17 and 11 trials were included in the meta-analyses of OS and PFS, respectively. These trials included 2732 (25.49%) Asian and 7000 (65.32%) non-Asian participants in the OS analysis and 1438 (22.5%) Asian and 4129 (64.61%) non-Asian participants in the PFS analysis. The pooled ratio of HRs for OS was 0.87 (95% CI: 0.76-0.99; p = 0.0391), favoring Asian participants, but no significant difference was found in PFS (pooled ratio of HRs: 0.93; 95% CI: 0.82-1.07; p = 0.2391). Both linear meta-regression analyses revealed an open-label design as a crucial covariate, which indicated more benefits for non-Asian participants. CONCLUSIONS Compared with non-Asian patients, Asian patients with advanced cancers may derive superior OS benefits from pembrolizumab. Although the results warrant further exploration, this meta-analysis provides insight into clinical research design.
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Affiliation(s)
- Shang‐Hsuan Peng
- Department of OncologyNational Taiwan University Hospital Yunlin BranchYunlinTaiwan
| | - Ching‐Hung Lin
- Department of Medical OncologyNational Taiwan University Cancer CenterTaipeiTaiwan
| | - I‐Chun Chen
- Department of Medical OncologyNational Taiwan University Cancer CenterTaipeiTaiwan
| | - Ying‐Chun Shen
- Department of Medical OncologyNational Taiwan University Cancer CenterTaipeiTaiwan
| | - Dwan‐Ying Chang
- Department of OncologyNational Taiwan University HospitalTaipeiTaiwan
| | - Tom Wei‐Wu Chen
- Department of OncologyNational Taiwan University HospitalTaipeiTaiwan
| | - Shu‐Min Huang
- Department of OncologyNational Taiwan University HospitalTaipeiTaiwan
| | - Fu‐Chang Hu
- Graduate Institute of Clinical Medicine and School of Nursing, College of Medicine, National Taiwan UniversityTaipeiTaiwan
- Statistical Consulting ClinicInternational‐Harvard (I‐H) Statistical Consulting CompanyTaipeiTaiwan
| | - Yen‐Shen Lu
- Department of OncologyNational Taiwan University HospitalTaipeiTaiwan
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Johnson JA, Moore BJ, Syrnioti G, Eden CM, Wright D, Newman LA. Landmark Series: The Cancer Genome Atlas and the Study of Breast Cancer Disparities. Ann Surg Oncol 2023; 30:6427-6440. [PMID: 37587359 DOI: 10.1245/s10434-023-13866-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Accepted: 06/24/2023] [Indexed: 08/18/2023]
Abstract
Race-related variation in breast cancer incidence and mortality are well-documented in the United States. The effect of genetic ancestry on disparities in tumor genomics, risk factors, treatment, and outcomes of breast cancer is less understood. The Cancer Genome Atlas (TCGA) is a publicly available resource that has allowed for the recent emergence of genome analysis research seeking to characterize tumor DNA and protein expression by ancestry as well as the social construction of race and ethnicity. Results from TCGA based studies support previous clinical evidence that demonstrates that American women with African ancestry are more likely to be afflicted with breast cancers featuring aggressive biology and poorer outcomes compared with women with other backgrounds. Data from TCGA based studies suggest that Asian women have tumors with favorable immune microenvironments and may experience better disease-free survival compared with white Americans. TCGA contains limited data on Hispanic/Latinx patients due to small sample size. Overall, TCGA provides important opportunities to define the molecular, biologic, and germline genetic factors that contribute to breast cancer disparities.
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Affiliation(s)
- Josh A Johnson
- Department of Surgery, New York Presbyterian, Weill Cornell Medicine, New York, NY, USA
| | | | - Georgia Syrnioti
- Department of Surgery, New York Presbyterian, Weill Cornell Medicine, New York, NY, USA
| | - Claire M Eden
- Department of Surgery, New York Presbyterian Queens, Weill Cornell Medicine, Flushing, NY, USA
| | - Drew Wright
- Samuel J. Wood Library, Weill Cornell Medicine, New York, NY, USA
| | - Lisa A Newman
- Department of Surgery, New York Presbyterian, Weill Cornell Medicine, New York, NY, USA.
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López-Mejía JA, Mantilla-Ollarves JC, Rocha-Zavaleta L. Modulation of JAK-STAT Signaling by LNK: A Forgotten Oncogenic Pathway in Hormone Receptor-Positive Breast Cancer. Int J Mol Sci 2023; 24:14777. [PMID: 37834225 PMCID: PMC10573125 DOI: 10.3390/ijms241914777] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2023] [Revised: 09/25/2023] [Accepted: 09/28/2023] [Indexed: 10/15/2023] Open
Abstract
Breast cancer remains the most frequently diagnosed cancer in women worldwide. Tumors that express hormone receptors account for 75% of all cases. Understanding alternative signaling cascades is important for finding new therapeutic targets for hormone receptor-positive breast cancer patients. JAK-STAT signaling is commonly activated in hormone receptor-positive breast tumors, inducing inflammation, proliferation, migration, and treatment resistance in cancer cells. In hormone receptor-positive breast cancer, the JAK-STAT cascade is stimulated by hormones and cytokines, such as prolactin and IL-6. In normal cells, JAK-STAT is inhibited by the action of the adaptor protein, LNK. However, the role of LNK in breast tumors is not fully understood. This review compiles published reports on the expression and activation of the JAK-STAT pathway by IL-6 and prolactin and potential inhibition of the cascade by LNK in hormone receptor-positive breast cancer. Additionally, it includes analyses of available datasets to determine the level of expression of LNK and various members of the JAK-STAT family for the purpose of establishing associations between expression and clinical outcomes. Together, experimental evidence and in silico studies provide a better understanding of the potential implications of the JAK-STAT-LNK loop in hormone receptor-positive breast cancer progression.
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Affiliation(s)
- José A. López-Mejía
- Departamento de Biología Molecular y Biotecnología, Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México, Mexico City 03100, Mexico; (J.A.L.-M.); (J.C.M.-O.)
| | - Jessica C. Mantilla-Ollarves
- Departamento de Biología Molecular y Biotecnología, Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México, Mexico City 03100, Mexico; (J.A.L.-M.); (J.C.M.-O.)
| | - Leticia Rocha-Zavaleta
- Departamento de Biología Molecular y Biotecnología, Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México, Mexico City 03100, Mexico; (J.A.L.-M.); (J.C.M.-O.)
- Programa Institucional de Cáncer de Mama, Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México, Mexico City 03100, Mexico
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Qian X, Zou X, Xiu M, Liu Y, Chen X, Xiao M, Zhang P. Epidemiology and clinicopathologic features of breast cancer in China and the United States. Transl Cancer Res 2023; 12:1826-1835. [PMID: 37588736 PMCID: PMC10425668 DOI: 10.21037/tcr-22-2799] [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: 12/10/2022] [Accepted: 05/30/2023] [Indexed: 08/18/2023]
Abstract
Background Breast cancer has kept increasing since the past decades and the incidence rate is the highest among all neoplasms nowadays. China, as well as other countries, faces severe burden from the increasing population with breast cancer. This study aimed to analyze the epidemiology and clinicopathologic features of breast cancer in China and the United States (US). Methods Data of hospitalized patients diagnosed with primary breast cancer between 1 January 1999 and 31 December 2014 in the Cancer Hospital, Chinese Academy of Medical Sciences (CHCAMS) were reviewed. Clinical and demographic data were extracted from medical history systems, and the sixteen-year trends were analyzed. Meanwhile, retrieved data from the Surveillance, Epidemiology, and End Results (SEER) database from 1999 to 2014 were used for comparisons. Results A total of 18,768 breast cancer patients were included from CHCAMS, China, with 18,685 female cases (99.57%) and 81 male cases (0.43%). A total of 762,954 breast cancer patients were included from the SEER database, US, with 757,357 female cases (99.27%) and 5,597 male cases (0.73%). The peak age of breast cancer was 45-49 years old from 1999 to 2014 in China, while the peak age was 55-59 years from 1999 to 2006 and 60-64 years from 2007 to 2014 in the US. There were more young (<35 years, 6.56% vs. 1.97%, P<0.001), less elderly (≥65 years, 9.99% vs. 40.88%, P<0.001), less stage I (24.93% vs. 48.84%, P<0.001) and more stage III (21.00% vs. 12.35%, P<0.001) breast cancer patients in China than in the US. Patients aged 30-49 years old had a decreased trend (P<0.001), while 55-64 years old patients had an increased trend (P<0.001) from 1999 to 2014 in China, the same trend was also observed in the US. Mucinous carcinoma and histological grade I breast cancer patients increased with age both in China and the US (P<0.001). Conclusions The unique epidemiology and clinicopathologic features of breast cancer (earlier peak age, more younger patients, more advanced stage, etc.), as well as the typical trend in China, should be seriously recognized, so as to guide future prevention and management strategies.
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Affiliation(s)
- Xiaoyan Qian
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Xiaonong Zou
- National Office of Cancer Prevention and Control, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Meng Xiu
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Yang Liu
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Xi Chen
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Min Xiao
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Pin Zhang
- Department of Medical Oncology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
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Park YH, Im SA, Park K, Wen J, Lee KH, Choi YL, Lee WC, Min A, Bonato V, Park S, Ram S, Lee DW, Kim JY, Lee SK, Lee WW, Lee J, Kim M, Kim HS, Weinrich SL, Ryu HS, Kim TY, Dann S, Kim YJ, Fernandez DR, Koh J, Wang S, Park SY, Deng S, Powell E, Ravi RK, Bienkowska J, Rejto PA, Park WY, Kan Z. Longitudinal multi-omics study of palbociclib resistance in HR-positive/HER2-negative metastatic breast cancer. Genome Med 2023; 15:55. [PMID: 37475004 PMCID: PMC10360358 DOI: 10.1186/s13073-023-01201-7] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Accepted: 06/05/2023] [Indexed: 07/22/2023] Open
Abstract
BACKGROUND Cyclin-dependent kinase 4/6 inhibitor (CDK4/6) therapy plus endocrine therapy (ET) is an effective treatment for patients with hormone receptor-positive/human epidermal receptor 2-negative metastatic breast cancer (HR+/HER2- MBC); however, resistance is common and poorly understood. A comprehensive genomic and transcriptomic analysis of pretreatment and post-treatment tumors from patients receiving palbociclib plus ET was performed to delineate molecular mechanisms of drug resistance. METHODS Tissue was collected from 89 patients with HR+/HER2- MBC, including those with recurrent and/or metastatic disease, receiving palbociclib plus an aromatase inhibitor or fulvestrant at Samsung Medical Center and Seoul National University Hospital from 2017 to 2020. Tumor biopsy and blood samples obtained at pretreatment, on-treatment (6 weeks and/or 12 weeks), and post-progression underwent RNA sequencing and whole-exome sequencing. Cox regression analysis was performed to identify the clinical and genomic variables associated with progression-free survival. RESULTS Novel markers associated with poor prognosis, including genomic scar features caused by homologous repair deficiency (HRD), estrogen response signatures, and four prognostic clusters with distinct molecular features were identified. Tumors with TP53 mutations co-occurring with a unique HRD-high cluster responded poorly to palbociclib plus ET. Comparisons of paired pre- and post-treatment samples revealed that tumors became enriched in APOBEC mutation signatures, and many switched to aggressive molecular subtypes with estrogen-independent characteristics. We identified frequent genomic alterations upon disease progression in RB1, ESR1, PTEN, and KMT2C. CONCLUSIONS We identified novel molecular features associated with poor prognosis and molecular mechanisms that could be targeted to overcome resistance to CKD4/6 plus ET. TRIAL REGISTRATION ClinicalTrials.gov, NCT03401359. The trial was posted on 18 January 2018 and registered prospectively.
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Affiliation(s)
- Yeon Hee Park
- Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea.
- Department of Health Science and Technology, School of Medicine & SAIHST, Sungkyunkwan University, Seoul, Republic of Korea.
| | - Seock-Ah Im
- Seoul National University Hospital, Cancer Research Institute, Seoul National University College of Medicine, Seoul National University, Seoul, Republic of Korea.
| | - Kyunghee Park
- Samsung Genome Institute, Samsung Medical Center, Seoul, Republic of Korea
| | - Ji Wen
- Oncology Research & Development, Pfizer Inc, San Diego, CA, USA
| | - Kyung-Hun Lee
- Seoul National University Hospital, Cancer Research Institute, Seoul National University College of Medicine, Seoul National University, Seoul, Republic of Korea
| | - Yoon-La Choi
- Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
- Department of Health Science and Technology, School of Medicine & SAIHST, Sungkyunkwan University, Seoul, Republic of Korea
| | - Won-Chul Lee
- Oncology Research & Development, Pfizer Inc, San Diego, CA, USA
| | - Ahrum Min
- Seoul National University Hospital, Cancer Research Institute, Seoul National University College of Medicine, Seoul National University, Seoul, Republic of Korea
| | | | - Seri Park
- Department of Health Science and Technology, School of Medicine & SAIHST, Sungkyunkwan University, Seoul, Republic of Korea
| | - Sripad Ram
- Drug Safety R&D, Pfizer Inc, San Diego, CA, USA
| | - Dae-Won Lee
- Seoul National University Hospital, Cancer Research Institute, Seoul National University College of Medicine, Seoul National University, Seoul, Republic of Korea
| | - Ji-Yeon Kim
- Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Su Kyeong Lee
- Research Center for Future Medicine, Samsung Medical Center, Seoul, Republic of Korea
| | - Won-Woo Lee
- Seoul National University Hospital, Cancer Research Institute, Seoul National University College of Medicine, Seoul National University, Seoul, Republic of Korea
| | - Jisook Lee
- Oncology Research & Development, Pfizer Inc, San Diego, CA, USA
| | - Miso Kim
- Seoul National University Hospital, Cancer Research Institute, Seoul National University College of Medicine, Seoul National University, Seoul, Republic of Korea
| | | | | | - Han Suk Ryu
- Seoul National University Hospital, Cancer Research Institute, Seoul National University College of Medicine, Seoul National University, Seoul, Republic of Korea
| | - Tae Yong Kim
- Seoul National University Hospital, Cancer Research Institute, Seoul National University College of Medicine, Seoul National University, Seoul, Republic of Korea
| | - Stephen Dann
- Oncology Research & Development, Pfizer Inc, San Diego, CA, USA
| | - Yu-Jin Kim
- Seoul National University Hospital, Cancer Research Institute, Seoul National University College of Medicine, Seoul National University, Seoul, Republic of Korea
| | | | - Jiwon Koh
- Seoul National University Hospital, Cancer Research Institute, Seoul National University College of Medicine, Seoul National University, Seoul, Republic of Korea
| | - Shuoguo Wang
- Oncology Research & Development, Pfizer Inc, San Diego, CA, USA
| | - Song Yi Park
- Seoul National University Hospital, Cancer Research Institute, Seoul National University College of Medicine, Seoul National University, Seoul, Republic of Korea
| | | | - Eric Powell
- Oncology Research & Development, Pfizer Inc, San Diego, CA, USA
| | | | | | - Paul A Rejto
- Oncology Research & Development, Pfizer Inc, San Diego, CA, USA
| | - Woong-Yang Park
- Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
- Department of Health Science and Technology, School of Medicine & SAIHST, Sungkyunkwan University, Seoul, Republic of Korea
- Samsung Genome Institute, Samsung Medical Center, Seoul, Republic of Korea
| | - Zhengyan Kan
- Oncology Research & Development, Pfizer Inc, San Diego, CA, USA.
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44
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Parkins KM, Krishnamachary B, Jacob D, Kakkad SM, Solaiyappan M, Mishra A, Mironchik Y, Penet MF, McMahon MT, Knopf P, Pichler BJ, Nimmagadda S, Bhujwalla ZM. PET/MRI and Bioluminescent Imaging Identify Hypoxia as a Cause of Programmed Cell Death Ligand 1 Image Heterogeneity. Radiol Imaging Cancer 2023; 5:e220138. [PMID: 37389448 PMCID: PMC10413302 DOI: 10.1148/rycan.220138] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 02/17/2023] [Accepted: 04/24/2023] [Indexed: 07/01/2023]
Abstract
Purpose To examine the association between hypoxia and programmed cell death ligand 1 (PD-L1) expression using bioluminescence imaging (BLI) and PET/MRI in a syngeneic mouse model of triple-negative breast cancer (TNBC). Materials and Methods PET/MRI and optical imaging were used to determine the role of hypoxia in altering PD-L1 expression using a syngeneic TNBC model engineered to express luciferase under hypoxia. Results Imaging showed a close spatial association between areas of hypoxia and increased PD-L1 expression in the syngeneic murine (4T1) tumor model. Mouse and human TNBC cells exposed to hypoxia exhibited a significant increase in PD-L1 expression, consistent with the in vivo imaging data. The role of hypoxia in increasing PD-L1 expression was further confirmed by using The Cancer Genome Atlas analyses of different human TNBCs. Conclusion These results have identified the potential role of hypoxia in contributing to PD-L1 heterogeneity in tumors by increasing cancer cell PD-L1 expression. Keywords: Hypoxia, PD-L1, Triple-Negative Breast Cancer, PET/MRI, Bioluminescence Imaging Supplemental material is available for this article. © RSNA, 2023.
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Affiliation(s)
| | | | - Desmond Jacob
- From the Russell H. Morgan Department of Radiology and Radiological
Science (K.M.P., B.K., D.J., S.M.K., M.S., A.M., Y.M., M.F.P., M.T.M., S.N.,
Z.M.B.), Sidney Kimmel Comprehensive Cancer Center (M.F.P., S.N., Z.M.B.), and
Department of Radiation Oncology and Molecular Radiation Sciences (Z.M.B.), The
Johns Hopkins University School of Medicine, 720 Rutland Ave, Rm 208C Traylor
Building, Baltimore, MD 21205; The F.M. Kirby Research Center for Functional
Brain Imaging, Kennedy Krieger Institute, Baltimore, Md (M.T.M.); and Werner
Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy,
Eberhard Karls University Tuebingen, Tuebingen, Germany (P.K., B.J.P.)
| | - Samata M. Kakkad
- From the Russell H. Morgan Department of Radiology and Radiological
Science (K.M.P., B.K., D.J., S.M.K., M.S., A.M., Y.M., M.F.P., M.T.M., S.N.,
Z.M.B.), Sidney Kimmel Comprehensive Cancer Center (M.F.P., S.N., Z.M.B.), and
Department of Radiation Oncology and Molecular Radiation Sciences (Z.M.B.), The
Johns Hopkins University School of Medicine, 720 Rutland Ave, Rm 208C Traylor
Building, Baltimore, MD 21205; The F.M. Kirby Research Center for Functional
Brain Imaging, Kennedy Krieger Institute, Baltimore, Md (M.T.M.); and Werner
Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy,
Eberhard Karls University Tuebingen, Tuebingen, Germany (P.K., B.J.P.)
| | - Meiyappan Solaiyappan
- From the Russell H. Morgan Department of Radiology and Radiological
Science (K.M.P., B.K., D.J., S.M.K., M.S., A.M., Y.M., M.F.P., M.T.M., S.N.,
Z.M.B.), Sidney Kimmel Comprehensive Cancer Center (M.F.P., S.N., Z.M.B.), and
Department of Radiation Oncology and Molecular Radiation Sciences (Z.M.B.), The
Johns Hopkins University School of Medicine, 720 Rutland Ave, Rm 208C Traylor
Building, Baltimore, MD 21205; The F.M. Kirby Research Center for Functional
Brain Imaging, Kennedy Krieger Institute, Baltimore, Md (M.T.M.); and Werner
Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy,
Eberhard Karls University Tuebingen, Tuebingen, Germany (P.K., B.J.P.)
| | - Akhilesh Mishra
- From the Russell H. Morgan Department of Radiology and Radiological
Science (K.M.P., B.K., D.J., S.M.K., M.S., A.M., Y.M., M.F.P., M.T.M., S.N.,
Z.M.B.), Sidney Kimmel Comprehensive Cancer Center (M.F.P., S.N., Z.M.B.), and
Department of Radiation Oncology and Molecular Radiation Sciences (Z.M.B.), The
Johns Hopkins University School of Medicine, 720 Rutland Ave, Rm 208C Traylor
Building, Baltimore, MD 21205; The F.M. Kirby Research Center for Functional
Brain Imaging, Kennedy Krieger Institute, Baltimore, Md (M.T.M.); and Werner
Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy,
Eberhard Karls University Tuebingen, Tuebingen, Germany (P.K., B.J.P.)
| | - Yelena Mironchik
- From the Russell H. Morgan Department of Radiology and Radiological
Science (K.M.P., B.K., D.J., S.M.K., M.S., A.M., Y.M., M.F.P., M.T.M., S.N.,
Z.M.B.), Sidney Kimmel Comprehensive Cancer Center (M.F.P., S.N., Z.M.B.), and
Department of Radiation Oncology and Molecular Radiation Sciences (Z.M.B.), The
Johns Hopkins University School of Medicine, 720 Rutland Ave, Rm 208C Traylor
Building, Baltimore, MD 21205; The F.M. Kirby Research Center for Functional
Brain Imaging, Kennedy Krieger Institute, Baltimore, Md (M.T.M.); and Werner
Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy,
Eberhard Karls University Tuebingen, Tuebingen, Germany (P.K., B.J.P.)
| | - Marie-France Penet
- From the Russell H. Morgan Department of Radiology and Radiological
Science (K.M.P., B.K., D.J., S.M.K., M.S., A.M., Y.M., M.F.P., M.T.M., S.N.,
Z.M.B.), Sidney Kimmel Comprehensive Cancer Center (M.F.P., S.N., Z.M.B.), and
Department of Radiation Oncology and Molecular Radiation Sciences (Z.M.B.), The
Johns Hopkins University School of Medicine, 720 Rutland Ave, Rm 208C Traylor
Building, Baltimore, MD 21205; The F.M. Kirby Research Center for Functional
Brain Imaging, Kennedy Krieger Institute, Baltimore, Md (M.T.M.); and Werner
Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy,
Eberhard Karls University Tuebingen, Tuebingen, Germany (P.K., B.J.P.)
| | - Michael T. McMahon
- From the Russell H. Morgan Department of Radiology and Radiological
Science (K.M.P., B.K., D.J., S.M.K., M.S., A.M., Y.M., M.F.P., M.T.M., S.N.,
Z.M.B.), Sidney Kimmel Comprehensive Cancer Center (M.F.P., S.N., Z.M.B.), and
Department of Radiation Oncology and Molecular Radiation Sciences (Z.M.B.), The
Johns Hopkins University School of Medicine, 720 Rutland Ave, Rm 208C Traylor
Building, Baltimore, MD 21205; The F.M. Kirby Research Center for Functional
Brain Imaging, Kennedy Krieger Institute, Baltimore, Md (M.T.M.); and Werner
Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy,
Eberhard Karls University Tuebingen, Tuebingen, Germany (P.K., B.J.P.)
| | - Philipp Knopf
- From the Russell H. Morgan Department of Radiology and Radiological
Science (K.M.P., B.K., D.J., S.M.K., M.S., A.M., Y.M., M.F.P., M.T.M., S.N.,
Z.M.B.), Sidney Kimmel Comprehensive Cancer Center (M.F.P., S.N., Z.M.B.), and
Department of Radiation Oncology and Molecular Radiation Sciences (Z.M.B.), The
Johns Hopkins University School of Medicine, 720 Rutland Ave, Rm 208C Traylor
Building, Baltimore, MD 21205; The F.M. Kirby Research Center for Functional
Brain Imaging, Kennedy Krieger Institute, Baltimore, Md (M.T.M.); and Werner
Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy,
Eberhard Karls University Tuebingen, Tuebingen, Germany (P.K., B.J.P.)
| | - Bernd J. Pichler
- From the Russell H. Morgan Department of Radiology and Radiological
Science (K.M.P., B.K., D.J., S.M.K., M.S., A.M., Y.M., M.F.P., M.T.M., S.N.,
Z.M.B.), Sidney Kimmel Comprehensive Cancer Center (M.F.P., S.N., Z.M.B.), and
Department of Radiation Oncology and Molecular Radiation Sciences (Z.M.B.), The
Johns Hopkins University School of Medicine, 720 Rutland Ave, Rm 208C Traylor
Building, Baltimore, MD 21205; The F.M. Kirby Research Center for Functional
Brain Imaging, Kennedy Krieger Institute, Baltimore, Md (M.T.M.); and Werner
Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy,
Eberhard Karls University Tuebingen, Tuebingen, Germany (P.K., B.J.P.)
| | - Sridhar Nimmagadda
- From the Russell H. Morgan Department of Radiology and Radiological
Science (K.M.P., B.K., D.J., S.M.K., M.S., A.M., Y.M., M.F.P., M.T.M., S.N.,
Z.M.B.), Sidney Kimmel Comprehensive Cancer Center (M.F.P., S.N., Z.M.B.), and
Department of Radiation Oncology and Molecular Radiation Sciences (Z.M.B.), The
Johns Hopkins University School of Medicine, 720 Rutland Ave, Rm 208C Traylor
Building, Baltimore, MD 21205; The F.M. Kirby Research Center for Functional
Brain Imaging, Kennedy Krieger Institute, Baltimore, Md (M.T.M.); and Werner
Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy,
Eberhard Karls University Tuebingen, Tuebingen, Germany (P.K., B.J.P.)
| | - Zaver M. Bhujwalla
- From the Russell H. Morgan Department of Radiology and Radiological
Science (K.M.P., B.K., D.J., S.M.K., M.S., A.M., Y.M., M.F.P., M.T.M., S.N.,
Z.M.B.), Sidney Kimmel Comprehensive Cancer Center (M.F.P., S.N., Z.M.B.), and
Department of Radiation Oncology and Molecular Radiation Sciences (Z.M.B.), The
Johns Hopkins University School of Medicine, 720 Rutland Ave, Rm 208C Traylor
Building, Baltimore, MD 21205; The F.M. Kirby Research Center for Functional
Brain Imaging, Kennedy Krieger Institute, Baltimore, Md (M.T.M.); and Werner
Siemens Imaging Center, Department of Preclinical Imaging and Radiopharmacy,
Eberhard Karls University Tuebingen, Tuebingen, Germany (P.K., B.J.P.)
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45
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Wang J, Liu Y, Liang Y, Zhang Y, Dong H, Zheng T, Yu J, Du P, Jia S, King BL, Wang J, Liu X, Li H. Clinicopathologic features, genomic profiles and outcomes of younger vs. older Chinese hormone receptor-positive (HR+)/HER2-negative (HER2-) metastatic breast cancer patients. Front Oncol 2023; 13:1152575. [PMID: 37361577 PMCID: PMC10286822 DOI: 10.3389/fonc.2023.1152575] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Accepted: 05/23/2023] [Indexed: 06/28/2023] Open
Abstract
Background Poor outcomes have been widely reported for younger vs. older breast cancer patients, but whether this is due to age itself or the enrichment of aggressive clinical features remains controversial. We have evaluated the clinicopathologic characteristics and genomic profiles of real-world hormone receptor-positive (HR+)/HER2-negative (HER2-) metastatic breast cancer (MBC) patients to examine the determinants of outcome for younger vs. older patients in a single clinical subtype undergoing treatment in the same clinic. Patients and methods This study included patients presenting at the Peking University Cancer Hospital with primary stage IV or first-line metastatic HR+/HER2- breast cancer who consented to an additional blood draw for genomic profiling prior to treatment. Plasma samples were analyzed with a targeted 152-gene NGS panel to assess somatic circulating tumor DNA (ctDNA) alterations. Genomic DNA (gDNA) extracted from peripheral blood mononuclear cells was analyzed for germline variants using a targeted 600-gene NGS panel. Kaplan-Meier survival analysis was performed to analyze disease free survival (DFS), progression free survival (PFS) and overall survival (OS) in association with clinicopathologic and genomic variables. Results Sixty-three patients presenting with HR+/HER2- MBC were enrolled in this study. Fourteen patients were < 40 years, 19 were 40-50 years, and 30 were > 50 years at the time of primary cancer diagnosis. No significant associations were observed between age and DFS, PFS or OS. Shorter OS was associated with de novo Stage IV disease (p = 0.002), Luminal B subtype (p = 0.006), high Ki67 index (p = 0.036), resistance to adjuvant endocrine therapy (p = 0.0001) and clinical stage (p = 0.015). Reduced OS was also observed in association with somatic alterations in FGFR1 (p = 0.008), CCND2 (p = 0.012), RB1 (p = 0.029) or TP53 (p = 0.029) genes, but not in association with germline variants. Conclusion In this group of real-world HR+/HER2- MBC breast cancer patients younger age was not associated with poor outcomes. While current guidelines recommend treatment decisions based on tumor biology rather than age, young HR+ breast cancer patients are more likely to receive chemotherapy. Our findings support the development of biomarker-driven treatment strategies for these patients.
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Affiliation(s)
- Jinhao Wang
- Huidu Shanghai Medical Sciences Ltd., Shanghai, China
| | - Yaxin Liu
- Key Laboratory of Carcinogenesis and Translational Research, Department of Breast Oncology, Peking University Cancer Hospital & Institute, Beijing, China
| | - Yuehua Liang
- Key Laboratory of Carcinogenesis and Translational Research, Department of Breast Oncology, Peking University Cancer Hospital & Institute, Beijing, China
| | - Yue Zhang
- Huidu Shanghai Medical Sciences Ltd., Shanghai, China
| | - Hang Dong
- Huidu Shanghai Medical Sciences Ltd., Shanghai, China
| | | | - Jianjun Yu
- Huidu Shanghai Medical Sciences Ltd., Shanghai, China
| | - Pan Du
- Predicine, Inc., Hayward, CA, United States
| | | | | | - Jing Wang
- Key Laboratory of Carcinogenesis and Translational Research, Department of Breast Oncology, Peking University Cancer Hospital & Institute, Beijing, China
| | - Xiaoran Liu
- Key Laboratory of Carcinogenesis and Translational Research, Department of Breast Oncology, Peking University Cancer Hospital & Institute, Beijing, China
| | - Huiping Li
- Key Laboratory of Carcinogenesis and Translational Research, Department of Breast Oncology, Peking University Cancer Hospital & Institute, Beijing, China
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46
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Yap YS. Outcomes in breast cancer-does ethnicity matter? ESMO Open 2023; 8:101564. [PMID: 37290358 DOI: 10.1016/j.esmoop.2023.101564] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2023] [Revised: 04/14/2023] [Accepted: 04/18/2023] [Indexed: 06/10/2023] Open
Abstract
Ethnic or racial differences in breast cancer (BC) survival outcomes have been reported, but current data are largely restricted to comparisons between African Americans and non-Hispanic whites. Most analyses have traditionally been based on self-reported race which may not always be accurate, or are oversimplified in their classification. With increasing globalization, quantification of the genetic ancestry from genomic data may offer a solution to infer the complex makeup from admixture of races. Focusing on the larger and the latest studies, we will discuss recent findings on the differing host and tumor biology that may be driving these disparities, in addition to the extrinsic environmental or lifestyle factors. Socioeconomic disparities with lower cancer literacy may lead to late presentation, poorer adherence to treatment, and other lifestyle factors such as unhealthy diet, obesity, and inadequate physical activity. These hardships may also result in greater allostatic load, which is in turn associated with aggressive BC features in disadvantaged populations. Epigenetic reprogramming may mediate the effects of the environment or lifestyle factors on gene expression, with ensuing differences in BC characteristics and outcome. There is increasing evidence that germline genetics can influence somatic gene alterations or expression, as well as modulate the tumor or immune microenvironment. Although the precise mechanisms remain elusive, this may account for the varying distribution of different BC subtypes across ethnicities. These gaps in our knowledge highlight the need to interrogate the multiomics landscape of BC in diverse populations, ideally in large-scale collaborative settings with standardized methodology for the comparisons to be statistically robust. Together with improving BC awareness and access to good quality health care, a holistic approach with insights of the biological underpinnings is much needed to eradicate ethnic disparities in BC outcomes.
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Affiliation(s)
- Y-S Yap
- Division of Medical Oncology, National Cancer Centre Singapore, Singapore; Oncology Academic Clinical Programme, Duke-National University of Singapore (NUS) Medical School, Singapore, Singapore.
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47
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Wiecek AJ, Cutty SJ, Kornai D, Parreno-Centeno M, Gourmet LE, Tagliazucchi GM, Jacobson DH, Zhang P, Xiong L, Bond GL, Barr AR, Secrier M. Genomic hallmarks and therapeutic implications of G0 cell cycle arrest in cancer. Genome Biol 2023; 24:128. [PMID: 37221612 PMCID: PMC10204193 DOI: 10.1186/s13059-023-02963-4] [Citation(s) in RCA: 30] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Accepted: 05/07/2023] [Indexed: 05/25/2023] Open
Abstract
BACKGROUND Therapy resistance in cancer is often driven by a subpopulation of cells that are temporarily arrested in a non-proliferative G0 state, which is difficult to capture and whose mutational drivers remain largely unknown. RESULTS We develop methodology to robustly identify this state from transcriptomic signals and characterise its prevalence and genomic constraints in solid primary tumours. We show that G0 arrest preferentially emerges in the context of more stable, less mutated genomes which maintain TP53 integrity and lack the hallmarks of DNA damage repair deficiency, while presenting increased APOBEC mutagenesis. We employ machine learning to uncover novel genomic dependencies of this process and validate the role of the centrosomal gene CEP89 as a modulator of proliferation and G0 arrest capacity. Lastly, we demonstrate that G0 arrest underlies unfavourable responses to various therapies exploiting cell cycle, kinase signalling and epigenetic mechanisms in single-cell data. CONCLUSIONS We propose a G0 arrest transcriptional signature that is linked with therapeutic resistance and can be used to further study and clinically track this state.
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Affiliation(s)
- Anna J. Wiecek
- UCL Genetics Institute, Department of Genetics, Evolution and Environment, University College London, London, UK
| | - Stephen J. Cutty
- Institute of Clinical Sciences, Faculty of Medicine, Imperial College London, London, UK
| | - Daniel Kornai
- UCL Genetics Institute, Department of Genetics, Evolution and Environment, University College London, London, UK
| | - Mario Parreno-Centeno
- UCL Genetics Institute, Department of Genetics, Evolution and Environment, University College London, London, UK
| | - Lucie E. Gourmet
- UCL Genetics Institute, Department of Genetics, Evolution and Environment, University College London, London, UK
| | | | - Daniel H. Jacobson
- UCL Genetics Institute, Department of Genetics, Evolution and Environment, University College London, London, UK
- UCL Cancer Institute, Paul O’Gorman Building, University College London, London, UK
| | - Ping Zhang
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, UK
| | - Lingyun Xiong
- Wellcome Centre for Human Genetics, University of Oxford, Oxford, UK
| | - Gareth L. Bond
- Institute of Cancer and Genomic Sciences, University of Birmingham, Edgbaston, Birmingham, UK
| | - Alexis R. Barr
- Institute of Clinical Sciences, Faculty of Medicine, Imperial College London, London, UK
- Cell Cycle Control Team, MRC London Institute of Medical Sciences (LMS), London, UK
| | - Maria Secrier
- UCL Genetics Institute, Department of Genetics, Evolution and Environment, University College London, London, UK
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48
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Ragu ME, Lim JMC, Ng PS, Yip CH, Rajadurai P, Teo SH, Pan JW. TP53 somatic mutations in Asian breast cancer are associated with subtype-specific effects. Breast Cancer Res 2023; 25:48. [PMID: 37101199 PMCID: PMC10134541 DOI: 10.1186/s13058-023-01635-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Accepted: 03/07/2023] [Indexed: 04/28/2023] Open
Abstract
BACKGROUND Recent genomics studies of breast cancer in Asian cohorts have found a higher prevalence of TP53 mutations in Asian breast cancer patients relative to Caucasian patients. However, the effect of TP53 mutations on Asian breast tumours has not been comprehensively studied. METHODS Here, we report an analysis of 492 breast cancer samples from the Malaysian Breast Cancer cohort where we examined the impact of TP53 somatic mutations in relation to PAM50 subtypes by comparing whole exome and transcriptome data from tumours with mutant and wild-type TP53. RESULTS We found that the magnitude of impact of TP53 somatic mutations appears to vary between different subtypes. TP53 somatic mutations were associated with higher HR deficiency scores as well as greater upregulation of gene expression pathways in luminal A and luminal B tumours compared to the basal-like and Her2-enriched subtypes. The only pathways that were consistently dysregulated when comparing tumours with mutant and wild-type TP53 across different subtypes were the mTORC1 signalling and glycolysis pathways. CONCLUSION These results suggest that therapies that target TP53 or other downstream pathways may be more effective against luminal A and B tumours in the Asian population.
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Affiliation(s)
- Mohana Eswari Ragu
- Cancer Research Malaysia, No. 1, Jalan SS12/1A, 47500, Subang Jaya, Malaysia.
| | | | - Pei-Sze Ng
- Cancer Research Malaysia, No. 1, Jalan SS12/1A, 47500, Subang Jaya, Malaysia
| | - Cheng-Har Yip
- Subang Jaya Medical Centre, No. 1, Jalan SS12/1A, 47500, Subang Jaya, Malaysia
| | - Pathmanathan Rajadurai
- Subang Jaya Medical Centre, No. 1, Jalan SS12/1A, 47500, Subang Jaya, Malaysia
- Jeffrey Cheah School of Medicine and Health Sciences, Monash University Malaysia, Subang Jaya, Selangor, Malaysia
| | - Soo-Hwang Teo
- Cancer Research Malaysia, No. 1, Jalan SS12/1A, 47500, Subang Jaya, Malaysia
- University Malaya Cancer Research Institute, Faculty of Medicine, University Malaya, Kuala Lumpur, Malaysia
| | - Jia-Wern Pan
- Cancer Research Malaysia, No. 1, Jalan SS12/1A, 47500, Subang Jaya, Malaysia.
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49
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Deng L, Liao L, Zhang YL, Hu SY, Yang SY, Ma XY, Huang MY, Zhang FL, Li DQ. MYC-driven U2SURP regulates alternative splicing of SAT1 to promote triple-negative breast cancer progression. Cancer Lett 2023; 560:216124. [PMID: 36907504 DOI: 10.1016/j.canlet.2023.216124] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Revised: 02/27/2023] [Accepted: 03/09/2023] [Indexed: 03/12/2023]
Abstract
Triple-negative breast cancer (TNBC), although highly lethal, lacks validated therapeutic targets. Here, we report that U2 snRNP-associated SURP motif-containing protein (U2SURP), a poorly defined member of the serine/arginine rich protein family, was significantly upregulated in TNBC tissues, and its high expression was associated with poor prognosis of TNBC patients. MYC, a frequently amplified oncogene in TNBC tissues, enhanced U2SURP translation through an eIF3D (eukaryotic translation initiation factor 3 subunit D)-dependent mechanism, resulting in the accumulation of U2SURP in TNBC tissues. Functional assays revealed that U2SURP played an important role in facilitating tumorigenesis and metastasis of TNBC cells both in vitro and in vivo. Intriguingly, U2SURP had no significant effects on proliferative, migratory, and invasive potential of normal mammary epithelial cells. Furthermore, we found that U2SURP promoted alternative splicing of spermidine/spermine N1-acetyltransferase 1 (SAT1) pre-mRNA by removal of intron 3, resulting in an increase in the stability of SAT1 mRNA and subsequent protein expression levels. Importantly, spliced SAT1 promoted the oncogenic properties of TNBC cells, and re-expression of SAT1 in U2SURP-depleted cells partially rescued the impaired malignant phenotypes of TNBC cells caused by U2SURP knockdown both in vitro and in mice. Collectively, these findings reveal previously unknown functional and mechanism roles of the MYC-U2SURP-SAT1 signaling axis in TNBC progression and highlight U2SURP as a potential therapy target for TNBC.
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Affiliation(s)
- Ling Deng
- Shanghai Cancer Center and Institutes of Biomedical Sciences, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Li Liao
- Shanghai Cancer Center and Institutes of Biomedical Sciences, Shanghai Medical College, Fudan University, Shanghai, 200032, China; Cancer Institute, Shanghai Medical College, Fudan University, Shanghai, 200032, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Yin-Ling Zhang
- Shanghai Cancer Center and Institutes of Biomedical Sciences, Shanghai Medical College, Fudan University, Shanghai, 200032, China; Cancer Institute, Shanghai Medical College, Fudan University, Shanghai, 200032, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Shu-Yuan Hu
- Shanghai Cancer Center and Institutes of Biomedical Sciences, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Shao-Ying Yang
- Shanghai Cancer Center and Institutes of Biomedical Sciences, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Xiao-Yan Ma
- Department of Breast Surgery, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Min-Ying Huang
- Shanghai Cancer Center and Institutes of Biomedical Sciences, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Fang-Lin Zhang
- Shanghai Cancer Center and Institutes of Biomedical Sciences, Shanghai Medical College, Fudan University, Shanghai, 200032, China; Cancer Institute, Shanghai Medical College, Fudan University, Shanghai, 200032, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China.
| | - Da-Qiang Li
- Shanghai Cancer Center and Institutes of Biomedical Sciences, Shanghai Medical College, Fudan University, Shanghai, 200032, China; Cancer Institute, Shanghai Medical College, Fudan University, Shanghai, 200032, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China; Department of Breast Surgery, Shanghai Medical College, Fudan University, Shanghai, 200032, China; Shanghai Key Laboratory of Breast Cancer, Shanghai Medical College, Fudan University, Shanghai, 200032, China; Shanghai Key Laboratory of Radiation Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China.
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Paluch-Shimon S, Neven P, Huober J, Cicin I, Goetz MP, Shimizu C, Huang CS, Lueck HJ, Beith J, Tokunaga E, Contreras JR, de Sant’Ana RO, Wei R, Shahir A, Nabinger SC, Forrester T, Johnston SRD, Harbeck N. Efficacy and safety results by menopausal status in monarchE: adjuvant abemaciclib combined with endocrine therapy in patients with HR+, HER2-, node-positive, high-risk early breast cancer. Ther Adv Med Oncol 2023; 15:17588359231151840. [PMID: 36756142 PMCID: PMC9900651 DOI: 10.1177/17588359231151840] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Accepted: 01/04/2023] [Indexed: 02/05/2023] Open
Abstract
Background Abemaciclib is the first and only cyclin-dependent kinases 4 and 6 inhibitor approved for adjuvant treatment of hormone receptor-positive (HR+), human epidermal growth factor receptor 2-negative (HER2-), node-positive, and high-risk early breast cancer (EBC), with indications varying by geography. Premenopausal patients with HR+, HER2- tumors may have different tumor biology and treatment response compared to postmenopausal patients. Objectives We describe the efficacy and safety of abemaciclib plus endocrine therapy (ET) for the large subgroup of premenopausal patients with HR+, HER2- EBC in monarchE. Design Randomized patients (1:1) received adjuvant ET with or without abemaciclib for 2 years plus at least 3 additional years of ET as clinically indicated. Methods Patients were stratified by menopausal status (premenopausal versus postmenopausal) at diagnosis. Standard ET (tamoxifen or aromatase inhibitor) with or without gonadotropin-releasing hormone agonist was determined by physician's choice. Invasive disease-free survival (IDFS) and distant relapse-free survival (DRFS) by menopausal status were assessed at data cutoff on 1 April 2021 (median follow-up of 27 months). Results Among randomized patients, 2451 (43.5%) were premenopausal and 3181 (56.4%) were postmenopausal. The choice of ET for premenopausal patients varied considerably between countries. Treatment benefit was consistent across menopausal status, with a numerically greater effect size in premenopausal patients. For premenopausal patients, abemaciclib with ET resulted in a 42.2% and 40.3% reduction in the risk of developing IDFS and DRFS events, respectively. Absolute improvement at 3 years was 5.7% for IDFS and 4.4% for DRFS rates. Safety profile for premenopausal patients was consistent with the overall safety population. Conclusion Abemaciclib with ET demonstrated clinically meaningful treatment benefit for IDFS and DRFS versus ET alone regardless of menopausal status and first ET, with a numerically greater benefit in the premenopausal compared to the postmenopausal population. Safety data in premenopausal patients are consistent with the overall safety profile of abemaciclib.
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Affiliation(s)
| | - Patrick Neven
- Universitaire Ziekenhuizen Leuven - Campus
Gasthuisberg, Leuven, Belgium
| | - Jens Huober
- Breast Center, University of Ulm, Ulm,
Germany
| | - Irfan Cicin
- Trakya University Faculty of Medicine, Edirne,
Turkey
| | | | - Chikako Shimizu
- National Center for Global Health and Medicine,
Tokyo, Japan
| | - Chiun-Sheng Huang
- National Taiwan University Hospital,
Taipei,National Taiwan University College of Medicine,
Taipei
| | | | - Jane Beith
- Chris O’Brien Lifehouse, Camperdown, NSW,
Australia
| | - Eriko Tokunaga
- Department of Breast Oncology, National
Hospital Organization Kyushu Cancer Center, Fukuoka, Japan
| | | | - Rosane Oliveira de Sant’Ana
- Division of Clinical Oncology, Instituto do
Câncer do Ceará, Fortaleza, Brazil,Universidade de Fortaleza, Fortaleza,
Brazil
| | - Ran Wei
- Eli Lilly and Company, Indianapolis, IN,
USA
| | | | | | | | | | - Nadia Harbeck
- Breast Center, Department of Gynecology and
Obstetrics and Comprehensive Cancer Center Munich, LMU University Hospital,
Munich, Germany
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