1
|
Geetha AVS, Harithpriya K, Ganesan K, Ramkumar KM. Exploring the Role of Hypoxia and HIF-1α in the Intersection of Type 2 Diabetes Mellitus and Endometrial Cancer. Curr Oncol 2025; 32:106. [PMID: 39996906 PMCID: PMC11854729 DOI: 10.3390/curroncol32020106] [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: 12/22/2024] [Revised: 02/08/2025] [Accepted: 02/10/2025] [Indexed: 02/26/2025] Open
Abstract
Diabetes and Cancer are the most complex chronic diseases, accounting for significant global mortality and morbidity. The association between Type 2 DM (T2DM) and endometrial cancer (EC) is multifaced, sharing numerous risk factors, including insulin resistance, obesity, hypoxia, and oxidative stress. Hypoxia plays a vital role in T2DM pathogenesis by altering the insulin level and pancreatic β-cell failure through an imbalance between antioxidant enzymes and cellular oxidative levels, while chronic inflammation contributes to EC malignancy. HIF-1α is a potent transcription factor involved in modulating cellular responses to hypoxia within the disease environment. Targeting the HIF-1α signaling cascade, a major metabolic regulator may contribute to advanced therapeutic advances. This review focuses on the association between T2DM and EC, especially focusing on hypoxia and HIF signaling pathways. These intersect with key pathways involved in T2DM and EC pathology, such as insulin signaling, PI3K/AKT, mTOR pathway, MUC1/HIF-1α pathway, and hormonal imbalance. Understanding this complex relationship paves the way for future researchers to develop HIF-1α-targeted therapies that could lead to novel combination therapies to treat these comorbid conditions.
Collapse
Affiliation(s)
- Alagappan V. S. Geetha
- Department of Biotechnology, School of Bioengineering, SRM Institute of Science and Technology, Kattankulathur 603203, India; (A.V.S.G.); (K.H.)
| | - Kannan Harithpriya
- Department of Biotechnology, School of Bioengineering, SRM Institute of Science and Technology, Kattankulathur 603203, India; (A.V.S.G.); (K.H.)
| | - Kumar Ganesan
- School of Chinese Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China;
| | - Kunka Mohanram Ramkumar
- Department of Biotechnology, School of Bioengineering, SRM Institute of Science and Technology, Kattankulathur 603203, India; (A.V.S.G.); (K.H.)
| |
Collapse
|
2
|
Sergi D, Melloni M, Passaro A, Neri LM. Influence of Type 2 Diabetes and Adipose Tissue Dysfunction on Breast Cancer and Potential Benefits from Nutraceuticals Inducible in Microalgae. Nutrients 2024; 16:3243. [PMID: 39408212 PMCID: PMC11478231 DOI: 10.3390/nu16193243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2024] [Revised: 09/23/2024] [Accepted: 09/24/2024] [Indexed: 10/20/2024] Open
Abstract
Breast cancer (BC) represents the most prevalent cancer in women at any age after puberty. From a pathogenetic prospective, despite a wide array of risk factors being identified thus far, poor metabolic health is emerging as a putative risk factor for BC. In particular, type 2 diabetes mellitus (T2DM) provides a perfect example bridging the gap between poor metabolic health and BC risk. Indeed, T2DM is preceded by a status of hyperinsulinemia and is characterised by hyperglycaemia, with both factors representing potential contributors to BC onset and progression. Additionally, the aberrant secretome of the dysfunctional, hypertrophic adipocytes, typical of obesity, characterised by pro-inflammatory mediators, is a shared pathogenetic factor between T2DM and BC. In this review, we provide an overview on the effects of hyperglycaemia and hyperinsulinemia, hallmarks of type 2 diabetes mellitus, on breast cancer risk, progression, treatment and prognosis. Furthermore, we dissect the role of the adipose-tissue-secreted adipokines as additional players in the pathogenesis of BC. Finally, we focus on microalgae as a novel superfood and a source of nutraceuticals able to mitigate BC risk by improving metabolic health and targeting cellular pathways, which are disrupted in the context of T2DM and obesity.
Collapse
Affiliation(s)
- Domenico Sergi
- Department of Translational Medicine, University of Ferrara, Via Luigi Borsari 46, 44121 Ferrara, Italy; (D.S.); (M.M.)
| | - Mattia Melloni
- Department of Translational Medicine, University of Ferrara, Via Luigi Borsari 46, 44121 Ferrara, Italy; (D.S.); (M.M.)
| | - Angelina Passaro
- Department of Translational Medicine, University of Ferrara, Via Luigi Borsari 46, 44121 Ferrara, Italy; (D.S.); (M.M.)
| | - Luca Maria Neri
- Department of Translational Medicine, University of Ferrara, Via Luigi Borsari 46, 44121 Ferrara, Italy; (D.S.); (M.M.)
- Laboratory for Technologies of Advanced Therapies (LTTA)—Electron Microscopy Center, University of Ferrara, Via Luigi Borsari 46, 44121 Ferrara, Italy
| |
Collapse
|
3
|
Durrani IA, John P, Bhatti A, Khan JS. Network medicine based approach for identifying the type 2 diabetes, osteoarthritis and triple negative breast cancer interactome: Finding the hub of hub genes. Heliyon 2024; 10:e36650. [PMID: 39281650 PMCID: PMC11401126 DOI: 10.1016/j.heliyon.2024.e36650] [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: 08/10/2024] [Accepted: 08/20/2024] [Indexed: 09/18/2024] Open
Abstract
The increasing prevalence of multi-morbidities, particularly the incidence of breast cancer in diabetic/osteoarthritic patients emphasize on the need for exploring the underlying molecular mechanisms resulting in carcinogenesis. To address this, present study employed a systems biology approach to identify switch genes pivotal to the crosstalk between diseased states resulting in multi-morbid conditions. Hub genes previously reported for type 2 diabetes mellitus (T2DM), osteoarthritis (OA), and triple negative breast cancer (TNBC), were extracted from published literature and fed into an integrated bioinformatics analyses pipeline. Thirty-one hub genes common to all three diseases were identified. Functional enrichment analyses showed these were mainly enriched for immune and metabolism associated terms including advanced glycation end products (AGE) pathways, cancer pathways, particularly breast neoplasm, immune system signalling and adipose tissue. The T2DM-OA-TNBC interactome was subjected to protein-protein interaction network analyses to identify meta hub/clustered genes. These were prioritized and wired into a three disease signalling map presenting the enriched molecular crosstalk on T2DM-OA-TNBC axes to gain insight into the molecular mechanisms underlying disease-disease interactions. Deciphering the molecular bases for the intertwined metabolic and immune states may potentiate the discovery of biomarkers critical for identifying and targeting the immuno-metabolic origin of disease.
Collapse
Affiliation(s)
- Ilhaam Ayaz Durrani
- Atta-ur-Rahman School of Applied Biosciences, National University of Sciences and Technology, Islamabad, 44000, Pakistan
| | - Peter John
- Atta-ur-Rahman School of Applied Biosciences, National University of Sciences and Technology, Islamabad, 44000, Pakistan
| | - Attya Bhatti
- Atta-ur-Rahman School of Applied Biosciences, National University of Sciences and Technology, Islamabad, 44000, Pakistan
| | | |
Collapse
|
4
|
Aguilera-Buenosvinos I, Martínez-González MA, Romanos-Nanclares A, Sánchez-Bayona R, de Andrea CE, Domínguez LJ, Toledo E. Dietary-Based Diabetes Risk Score and breast cancer: a prospective evaluation in the SUN project. J Physiol Biochem 2024:10.1007/s13105-024-01036-9. [PMID: 39235717 DOI: 10.1007/s13105-024-01036-9] [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: 01/17/2023] [Accepted: 07/17/2024] [Indexed: 09/06/2024]
Abstract
An association between type 2 diabetes (T2D) and breast cancer risk has been reported. This association can be potentially explained by alteration of the insulin/IGF system. Therefore, we aimed to prospectively investigate whether a previously reported Dietary-Based Diabetes Risk Score (DDS) inversely associated with T2D was also associated with breast cancer risk in the SUN ("Seguimiento Universidad de Navarra") cohort. We followed up 10,810 women (mean age = 35 years, SD = 11 years) for an average of 12.5 years during which 147 new cases of invasive breast cancer were diagnosed. A validated 136-item FFQ was administered at baseline and after 10 years of follow-up. The DDS (range: 11 to 55 points) positively weighted vegetables, fruit, whole cereals, nuts, coffee, low-fat dairy, fiber, PUFA; while it negatively weighted red meat, processed meats, and sugar-sweetened beverages. The DDS was categorized into tertiles. Self-reported medically diagnosed breast cancer cases were confirmed through medical records. We found a significant inverse association between the intermediate tertile of the DDS score and overall breast cancer risk (Hazard ratio, HRT2 vs. T1= 0.55; 95% CI: 0.36-0.82) and premenopausal breast cancer risk (HRT2= 0.26; 95% CI: 0.13-0.53), but not for the highest tertile. This association was stronger among women with a BMI < 25 kg/m2 (pinteraction: 0.029). In conclusion, moderate adherence to the DDS score was associated with a lower risk of breast cancer, especially among premenopausal women and women with a lower BMI. These findings underscore the importance of antidiabetic diet in reducing the risk of breast cancer.
Collapse
Affiliation(s)
- Inmaculada Aguilera-Buenosvinos
- Universidad de Navarra Departamento de Medicina Preventiva y Salud Pública, Pamplona, 31008, Spain
- IdiSNA, Navarra Institute for Health Research, Pamplona, 31008, Spain
| | - Miguel A Martínez-González
- Universidad de Navarra Departamento de Medicina Preventiva y Salud Pública, Pamplona, 31008, Spain
- IdiSNA, Navarra Institute for Health Research, Pamplona, 31008, Spain
- Centro de Investigación Biomédica en Red Área de Fisiología de la Obesidad y la Nutrición (CIBEROBN), Madrid, 28029, Spain
- Department of Nutrition, Harvard T. H. Chan School of Public Health, Harvard University, Boston, MA, 02115, USA
| | - Andrea Romanos-Nanclares
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Rodrigo Sánchez-Bayona
- Universidad de Navarra Departamento de Medicina Preventiva y Salud Pública, Pamplona, 31008, Spain
- Medical Oncology Department, Hospital Universitario 12 de Octubre, Madrid, 28041, Spain
| | - Carlos E de Andrea
- IdiSNA, Navarra Institute for Health Research, Pamplona, 31008, Spain
- Department of Pathology, Clinica Universidad de Navarra, Pamplona, Navarra, 31008, Spain
- Centro de Investigación Biomédica en Red, Área de Cáncer, Madrid, 28029, Spain
| | - Ligia J Domínguez
- Geriatric Unit, Department of Internal Medicine and Geriatrics, University of Palermo, Palermo, Italy
- Faculty of Medicine and Surgery, University of Enna "Kore", Enna, Italy
| | - Estefania Toledo
- Universidad de Navarra Departamento de Medicina Preventiva y Salud Pública, Pamplona, 31008, Spain.
- IdiSNA, Navarra Institute for Health Research, Pamplona, 31008, Spain.
- Centro de Investigación Biomédica en Red Área de Fisiología de la Obesidad y la Nutrición (CIBEROBN), Madrid, 28029, Spain.
| |
Collapse
|
5
|
Fernández-Arce L, Robles-Rodríguez N, Fernández-Feito A, Fernández-Iglesias R, Fernández-Álvarez MDM, Lana A. Impact of Breast Cancer on Cardiometabolic Health in Spanish Women ≥50 Years with Pre-Existing Type 2 Diabetes Mellitus. Cancers (Basel) 2024; 16:2853. [PMID: 39199624 PMCID: PMC11352853 DOI: 10.3390/cancers16162853] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Revised: 08/03/2024] [Accepted: 08/13/2024] [Indexed: 09/01/2024] Open
Abstract
During breast cancer (BC), cardiometabolic disorders can worsen prognosis, particularly in women with type 2 diabetes mellitus (T2DM). This study aimed to determine the impact of BC diagnosis on cardiometabolic parameters and the incidence of complication in women over 50 years of age (90% aged ≥ 65 years) with pre-existing T2DM. Using primary care registries from Asturias (Spain), a total of 106 women diagnosed with T2DM followed by BC were selected and matched with women with T2DM (n = 212) in a cohort study. Indicators of cardiometabolic health and microvascular complications associated with T2DM were collected. Women were monitored from two years prior to five years after BC diagnosis. Conditional logistic regressions were used to compare the adjusted odds of staying below each indicator's threshold. During follow-up, women with T2DM+BC had a higher risk of fasting blood glucose ≥126 mg/dL (adjusted odds ratio [aOR] = 1.83; 95% confidence interval [CI95%]: 1.01-3.32) and glycosylated hemoglobin (Hb1Ac) ≥ 48 mmol/mol or 6.5% (aOR: 2.44; IC95%: 1.21-4.91). There was no difference between the groups regarding the incidence of microvascular complications. BC incidence negatively impacted the glycemic control of Spanish women with pre-existing T2DM measured by basal blood glucose and HbA1c, but not cardiometabolic health indicators or T2DM complications.
Collapse
Affiliation(s)
- Lucía Fernández-Arce
- Department of Medicine, Faculty of Medicine and Health Sciences, University of Oviedo/ISPA, 33006 Oviedo, Spain; (N.R.-R.); (A.F.-F.); (R.F.-I.); (A.L.)
| | - Nena Robles-Rodríguez
- Department of Medicine, Faculty of Medicine and Health Sciences, University of Oviedo/ISPA, 33006 Oviedo, Spain; (N.R.-R.); (A.F.-F.); (R.F.-I.); (A.L.)
| | - Ana Fernández-Feito
- Department of Medicine, Faculty of Medicine and Health Sciences, University of Oviedo/ISPA, 33006 Oviedo, Spain; (N.R.-R.); (A.F.-F.); (R.F.-I.); (A.L.)
| | - Rocío Fernández-Iglesias
- Department of Medicine, Faculty of Medicine and Health Sciences, University of Oviedo/ISPA, 33006 Oviedo, Spain; (N.R.-R.); (A.F.-F.); (R.F.-I.); (A.L.)
| | - María del Mar Fernández-Álvarez
- Department of Surgery and Medical Surgical Specialities, Faculty of Medicine and Health Sciences, University of Oviedo/ISPA, 33006 Oviedo, Spain;
| | - Alberto Lana
- Department of Medicine, Faculty of Medicine and Health Sciences, University of Oviedo/ISPA, 33006 Oviedo, Spain; (N.R.-R.); (A.F.-F.); (R.F.-I.); (A.L.)
| |
Collapse
|
6
|
Chen Y, Ning J, Shu L, Wen L, Yan B, Wang Z, Hu J, Zhou X, Tao Y, Xia X, Huang J. CPLX2 is a novel tumor suppressor and improves the prognosis in glioma. J Neurooncol 2024; 167:63-74. [PMID: 38427133 DOI: 10.1007/s11060-023-04548-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Accepted: 12/16/2023] [Indexed: 03/02/2024]
Abstract
BACKGROUND Glioma is a type of malignant cancer that affect the central nervous system. New predictive biomarkers have been investigated in recent years, but the clinical prognosis for glioma remains poor. The function of CPLX2 in glioma and the probable molecular mechanism of tumor suppression were the focus of this investigation. METHODS The glioma transcriptome profile was downloaded from The Cancer Genome Atlas (TCGA) and Chinese Glioma Genome Atlas (CGGA) databases for analysis of CPLX2 expression in glioma. RT-qPCR was performed to detect the expression of CPLX2 in 68 glioma subjects who have been followed up. Kaplan-Meier survival analyses were conducted to assess the effect of CPLX2 on the prognosis of glioma patients. The knockdown and overexpressed cell lines of CPLX2 were constructed to investigate the impact of CPLX2 on glioma. The cell growth, colony formation, and tumor formation in xenograft were performed. RESULTS The expression of CPLX2 was downregulated in glioma and was negatively correlated with the grade of glioma. The higher expression of CPLX2 predicted a longer survival, as indicated by the analysis of Kaplan-Meier survival curves. Overexpressed CPLX2 impaired tumorigenesis in glioma progression both in vivo and in vitro. Knocking down CPLX2 promoted the proliferation of glioma cells. The analysis of GSEA and co-expression analysis revealed that CPLX2 may affect the malignancy of glioma by regulating the hypoxia and inflammation pathways. CONCLUSIONS Our data indicated that CPLX2 functions as a tumor suppressor and could be used as a potential prognostic marker in glioma.
Collapse
Affiliation(s)
- Yuanbing Chen
- Department of Neurosurgery, Third Xiangya Hospital, Central South University, 410008, Changsha, Hunan, China
| | - Jieling Ning
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, 410008, Changsha, Hunan, China
- Department of Dermatology, Xiangya Hospital, Central South University, 410008, Changsha, Hunan, China
| | - Long Shu
- Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Department of Pathology, Xiangya Hospital, Central South University, 410078, Changsha, Hunan, China
- NHC Key Laboratory of Carcinogenesis (Central South University), Cancer Research Institute and School of Basic Medicine, Central South University, 410078, Changsha, Hunan, China
| | - Lingzhi Wen
- Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Department of Pathology, Xiangya Hospital, Central South University, 410078, Changsha, Hunan, China
- NHC Key Laboratory of Carcinogenesis (Central South University), Cancer Research Institute and School of Basic Medicine, Central South University, 410078, Changsha, Hunan, China
| | - Bokang Yan
- Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Department of Pathology, Xiangya Hospital, Central South University, 410078, Changsha, Hunan, China
- NHC Key Laboratory of Carcinogenesis (Central South University), Cancer Research Institute and School of Basic Medicine, Central South University, 410078, Changsha, Hunan, China
| | - Zuli Wang
- Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Department of Pathology, Xiangya Hospital, Central South University, 410078, Changsha, Hunan, China
- NHC Key Laboratory of Carcinogenesis (Central South University), Cancer Research Institute and School of Basic Medicine, Central South University, 410078, Changsha, Hunan, China
| | - Junhong Hu
- Department of Neurosurgery, Affiliated Hospital of Guilin Medical University, Guilin, Guangxi, China
| | - Xiaokun Zhou
- Department of Neurosurgery, Affiliated Hospital of Guilin Medical University, Guilin, Guangxi, China
| | - Yongguang Tao
- Key Laboratory of Carcinogenesis and Cancer Invasion, Ministry of Education, Department of Pathology, Xiangya Hospital, Central South University, 410078, Changsha, Hunan, China
- NHC Key Laboratory of Carcinogenesis (Central South University), Cancer Research Institute and School of Basic Medicine, Central South University, 410078, Changsha, Hunan, China
| | - Xuewei Xia
- Department of Neurosurgery, Affiliated Hospital of Guilin Medical University, Guilin, Guangxi, China.
| | - Jun Huang
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, 410008, Changsha, Hunan, China.
- Department of Neurosurgery, Xiangya Hospital, Central South University, 410008, Changsha, Hunan, China.
| |
Collapse
|
7
|
Phuong TN, Duy Tai N, Aloufi AS, Subramani B, Theivaraj SD. An in-vitro evaluation of antifungal, anti-lungcancer (A549), and anti-hyperglycemic activities potential of Andrographis paniculata (Burm. f.) flower extract. ENVIRONMENTAL RESEARCH 2023; 238:117249. [PMID: 37783331 DOI: 10.1016/j.envres.2023.117249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Revised: 08/16/2023] [Accepted: 09/09/2023] [Indexed: 10/04/2023]
Abstract
The medical plant research has received more attention among researchers especially after the Covid-19 pandemic. This research performed to evaluate the antifungal, anti-lung cancer (A549), and anti-hyperglycemic activities of aqueous extract of Andrographis paniculata flower. Interestingly, A. paniculata flower aqueous extract contains pharmaceutically valuable phytochemicals such as alkaloid, phenolics, terpenoids, tannins, flavonoids, and protein. It also showed fine antifungal activity against test fungal pathogens in the following order as: Aspergillus niger > Fusarium solani > Trichoderma harzianum > A. parasiticus > P. expansum > Penicillium janthinellum with lowest MIC values as ranged from 100 to 300 μg mL-1. Interestingly, this aqueous extract also showed considerable anti-lung cancer activity, evidenced by dose and time dependent lung cancer cell line (A549) growth/proliferation inhibition/cytotoxicity activity (65%) at 300 μg mL-1 concentration. This can be achieved by plant extract through inducing the secretion of apoptosis related proteins such as TNF α, IFN-γ, and ınterleukin 2 leads to apoptosis in A549 cells. It also showed fine anti-diabetic activity by inhibiting α -amylase (58.41%) than α-glucosidase (54.74%) at 200 μg mL-1 concentration. The UV as well as FTIR results demonstrated that the aqueous extract of A. paniculata flower contains pharmaceutically valuable bioactive compounds, which may be responsible for the wide range of biomedical applications.
Collapse
Affiliation(s)
- Tran Nhat Phuong
- Faculty of Medicine, Van Lang University, Ho Chi Minh City, Vietnam.
| | - Nguyen Duy Tai
- Faculty of Nursing and Medical Laboratory, HUTECH University, Vietnam
| | - Abeer S Aloufi
- Department of Biology, College of Science, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, 11671, Saudi Arabia
| | - Baskaran Subramani
- Division of Hematology and Oncology, Department of Medicine, Mays Cancer Center, The University of Texas Health Science Center at San Antonio, TX, USA
| | - Sridevi Dhanarani Theivaraj
- Department of Environmental Biotechnology, Bharathidasan University, Tiruchirappalli, 620 024, Tamil Nadu, India.
| |
Collapse
|
8
|
Durrani IA, Bhatti A, John P. Integrated bioinformatics analyses identifying potential biomarkers for type 2 diabetes mellitus and breast cancer: In SIK1-ness and health. PLoS One 2023; 18:e0289839. [PMID: 37556419 PMCID: PMC10411810 DOI: 10.1371/journal.pone.0289839] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Accepted: 07/23/2023] [Indexed: 08/11/2023] Open
Abstract
The bidirectional causal relationship between type 2 diabetes mellitus (T2DM) and breast cancer (BC) has been established by numerous epidemiological studies. However, the underlying molecular mechanisms are not yet fully understood. Identification of hub genes implicated in T2DM-BC molecular crosstalk may help elucidate on the causative mechanisms. For this, expression series GSE29231 (T2DM-adipose tissue), GSE70905 (BC- breast adenocarcinoma biopsies) and GSE150586 (diabetes and BC breast biopsies) were extracted from Gene Expression Omnibus (GEO) database, and analyzed to obtain differentially expressed genes (DEGs). The overlapping DEGs were determined using FunRich. Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG) and Transcription Factor (TF) analyses were performed on EnrichR software and a protein-protein interaction (PPI) network was constructed using STRING software. The network was analyzed on Cytoscape to determine hub genes and Kaplan-Meier plots were obtained. A total of 94 overlapping DEGs were identified between T2DM and BC samples. These DEGs were mainly enriched for GO terms RNA polymerase II core promoter proximal region sequence and its DNA binding, and cAMP response element binding protein, and KEGG pathways including bladder cancer, thyroid cancer and PI3K-AKT signaling. Eight hub genes were identified: interleukin 6 (IL6), tumor protein 53 (TP53), interleukin 8 (CXCL8), MYC, matrix metalloproteinase 9 (MMP9), beta-catenin 1 (CTNNB1), nitric oxide synthase 3 (NOS3) and interleukin 1 beta (IL1β). MMP9 and MYC associated unfavorably with overall survival (OS) in breast cancer patients, IL6, TP53, IL1β and CTNNB1 associated favorably, whereas NOS3 did not show any correlation with OS. Salt inducible kinase 1 (SIK1) was identified as a significant key DEG for comorbid samples when compared with BC, also dysregulated in T2DM and BC samples (adjusted p <0.05). Furthermore, four of the significant hub genes identified, including IL6, CXCL8, IL1B and MYC were also differentially expressed for comorbid samples, however at p < 0.05. Our study identifies key genes including SIK1, for comorbid state and 8 hub genes that may be implicated in T2DM-BC crosstalk. However, limitations associated with the insilico nature of this study necessitates for subsequent validation in wet lab. Hence, further investigation is crucial to study the molecular mechanisms of action underlying these genes to fully explore their potential as diagnostic and prognostic biomarkers and therapeutic targets for T2DM-BC association.
Collapse
Affiliation(s)
- Ilhaam Ayaz Durrani
- Department of Healthcare Biotechnology, Atta ur Rehman School of Applied Biosciences (ASAB), National University of Sciences and Technology (NUST), H12, Islamabad, Islamabad Capital Territory, Pakistan
| | - Attya Bhatti
- Department of Healthcare Biotechnology, Atta ur Rehman School of Applied Biosciences (ASAB), National University of Sciences and Technology (NUST), H12, Islamabad, Islamabad Capital Territory, Pakistan
| | - Peter John
- Department of Healthcare Biotechnology, Atta ur Rehman School of Applied Biosciences (ASAB), National University of Sciences and Technology (NUST), H12, Islamabad, Islamabad Capital Territory, Pakistan
| |
Collapse
|
9
|
Bashraheel SS, Kheraldine H, Khalaf S, Moustafa AEA. Metformin and HER2-positive breast cancer: Mechanisms and therapeutic implications. Biomed Pharmacother 2023; 162:114676. [PMID: 37037091 DOI: 10.1016/j.biopha.2023.114676] [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: 02/16/2023] [Revised: 04/01/2023] [Accepted: 04/06/2023] [Indexed: 04/12/2023] Open
Abstract
Due to the strong association between diabetes and cancer incidents, several anti-diabetic drugs, including metformin, have been examined for their anticancer activity. Metformin is a biguanide antihyperglycemic agent used as a first-line drug for type II diabetes mellitus. It exhibits anticancer activity by impacting different molecular pathways, such as AMP-inducible protein kinase (AMPK)-dependent and AMPK-independent pathways. Additionally, Metformin indirectly inhibits IGF-1R signaling, which is highly activated in breast malignancy. On the other hand, breast cancer is one of the major causes of cancer-related morbidity and mortality worldwide, where the human epidermal growth factor receptor-positive (HER2-positive) subtype is one of the most aggressive ones with a high rate of lymph node metastasis. In this review, we summarize the association between diabetes and human cancer, listing recent evidence of metformin's anticancer activity. A special focus is dedicated to HER2-positive breast cancer with regards to the interaction between HER2 and IGF-1R. Then, we discuss combination therapy strategies of metformin and other anti-diabetic drugs in HER2-positive breast cancer.
Collapse
Affiliation(s)
| | - Hadeel Kheraldine
- College of Medicine, QU Health, Qatar University, P.O. Box 2713, Doha, Qatar
| | - Sarah Khalaf
- College of Pharmacy, QU Health, Qatar University, P.O. Box 2713, Doha, Qatar
| | - Ala-Eddin Al Moustafa
- College of Medicine, QU Health, Qatar University, P.O. Box 2713, Doha, Qatar; Biomedical Research Center, QU Health, Qatar University, PO. Box 2713, Doha, Qatar; Oncology Department, McGill University, Montreal, Quebec H3A 0G4, Canada.
| |
Collapse
|
10
|
Cheng X, Jia X, Wang C, Zhou S, Chen J, Chen L, Chen J. Hyperglycemia induces PFKFB3 overexpression and promotes malignant phenotype of breast cancer through RAS/MAPK activation. World J Surg Oncol 2023; 21:112. [PMID: 36973739 PMCID: PMC10044395 DOI: 10.1186/s12957-023-02990-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Accepted: 03/18/2023] [Indexed: 03/29/2023] Open
Abstract
BACKGROUND Breast cancer is the most common tumor in women worldwide. Diabetes mellitus is a global chronic metabolic disease with increasing incidence. Diabetes mellitus has been reported to positively regulate the development of many tumors. However, the specific mechanism of hyperglycemic environment regulating breast cancer remains unclear. PFKFB3 (6-phosphofructose-2-kinase/fructose-2, 6-bisphosphatase 3) is a key regulatory factor of the glycolysis process in diabetes mellitus, as well as a promoter of breast cancer. So, we want to explore the potential link between PFKFB3 and the poor prognosis of breast cancer patients with hyperglycemia in this study. METHODS Cell culture was utilized to construct different-glucose breast cancer cell lines. Immunohistochemistry was adopted to analyze the protein level of PFKFB3 in benign breast tissues, invasive ductal carcinoma with diabetes and invasive ductal carcinoma without diabetes. The Kaplan-Meier plotter database and GEO database (GSE61304) was adopted to analyze the survival of breast cancer patients with different PFKFB3 expression. Western blot was adopted to analyze the protein level of PFKFB3, epithelial-mesenchymal transition (EMT)-related protein and extracellular regulated protein kinases (ERK) in breast cancer cells. Gene Set Cancer Analysis (GSCA) was utilized to investigate the potential downstream signaling pathways of PFKFB3. TargetScan and OncomiR were utilized to explore the potential mechanism of PFKFB3 overexpression by hyperglycemia. Transfections (including siRNAs and miRNA transfection premiers) was utilized to restrain or mimic the expression of the corresponding RNA. Cell functional assays (including cell counting, MTT, colony formation, wound-healing, and cell migration assays) were utilized to explore the proliferation and migration of breast cancer cells. RESULTS In this study, we demonstrated that the expression of PFKFB3 in breast cancer complicated with hyperglycemia was higher than that in breast cancer with euglycemia through cell experiment in vitro and histological experiment. PFKFB3 overexpression decreased the survival period of breast cancer patients and was correlated with a number of clinicopathological parameters of breast cancer complicated with diabetes. PFKFB3 promoted the proliferation and migration of breast cancer in a hyperglycemic environment and might be regulated by miR-26. In addition, PFKFB3 stimulated epithelial-mesenchymal transition of breast cancer in a hyperglycemic environment. In terms of downstream mechanism exploration, we predicted and verified the cancer-promoting effect of PFKFB3 in breast cancer complicated with hyperglycemia through RAS/MAPK pathway. CONCLUSIONS In conclusion, PFKFB3 could be overexpressed by hyperglycemia and might be a potential therapeutic target for breast cancer complicated with diabetes.
Collapse
Affiliation(s)
- Xiao Cheng
- Department of Histopathology, Ningbo Clinical Pathology Diagnosis Center, Ningbo, 315000, Zhejiang, China
| | - Xiupeng Jia
- Department of Histopathology, Ningbo Clinical Pathology Diagnosis Center, Ningbo, 315000, Zhejiang, China
| | - Chunnian Wang
- Department of Histopathology, Ningbo Clinical Pathology Diagnosis Center, Ningbo, 315000, Zhejiang, China
| | - Shangyan Zhou
- Department of Histopathology, Ningbo Clinical Pathology Diagnosis Center, Ningbo, 315000, Zhejiang, China
| | - Jiayi Chen
- Department of Experimental Pathology, Ningbo Clinical Pathology Diagnosis Center, Ningbo, 315000, Zhejiang, China
| | - Lei Chen
- Department of Cytopathology, Ningbo Clinical Pathology Diagnosis Center, Ningbo, 315000, Zhejiang, China
| | - Jinping Chen
- Department of Histopathology, Ningbo Clinical Pathology Diagnosis Center, Ningbo, 315000, Zhejiang, China.
| |
Collapse
|
11
|
Ennis CS, Llevenes P, Qiu Y, Dries R, Denis GV. The crosstalk within the breast tumor microenvironment in type II diabetes: Implications for cancer disparities. Front Endocrinol (Lausanne) 2022; 13:1044670. [PMID: 36531496 PMCID: PMC9751481 DOI: 10.3389/fendo.2022.1044670] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 11/17/2022] [Indexed: 12/04/2022] Open
Abstract
Obesity-driven (type 2) diabetes (T2D), the most common metabolic disorder, both increases the incidence of all molecular subtypes of breast cancer and decreases survival in postmenopausal women. Despite this clear link, T2D and the associated dysfunction of diverse tissues is often not considered during the standard of care practices in oncology and, moreover, is treated as exclusion criteria for many emerging clinical trials. These guidelines have caused the biological mechanisms that associate T2D and breast cancer to be understudied. Recently, it has been illustrated that the breast tumor microenvironment (TME) composition and architecture, specifically the surrounding cellular and extracellular structures, dictate tumor progression and are directly relevant for clinical outcomes. In addition to the epithelial cancer cell fraction, the breast TME is predominantly made up of cancer-associated fibroblasts, adipocytes, and is often infiltrated by immune cells. During T2D, signal transduction among these cell types is aberrant, resulting in a dysfunctional breast TME that communicates with nearby cancer cells to promote oncogenic processes, cancer stem-like cell formation, pro-metastatic behavior and increase the risk of recurrence. As these cells are non-malignant, despite their signaling abnormalities, data concerning their function is never captured in DNA mutational databases, thus we have limited insight into mechanism from publicly available datasets. We suggest that abnormal adipocyte and immune cell exhaustion within the breast TME in patients with obesity and metabolic disease may elicit greater transcriptional plasticity and cellular heterogeneity within the expanding population of malignant epithelial cells, compared to the breast TME of a non-obese, metabolically normal patient. These challenges are particularly relevant to cancer disparities settings where the fraction of patients seen within the breast medical oncology practice also present with co-morbid obesity and metabolic disease. Within this review, we characterize the changes to the breast TME during T2D and raise urgent molecular, cellular and translational questions that warrant further study, considering the growing prevalence of T2D worldwide.
Collapse
Affiliation(s)
- Christina S. Ennis
- Boston University-Boston Medical Center Cancer Center, Boston University School of Medicine, Boston, MA, United States
- Section of Hematology and Medical Oncology, Boston University School of Medicine, Boston, MA, United States
| | - Pablo Llevenes
- Boston University-Boston Medical Center Cancer Center, Boston University School of Medicine, Boston, MA, United States
- Department of Pharmacology and Experimental Therapeutics, Boston University School of Medicine, Boston, MA, United States
| | - Yuhan Qiu
- Boston University-Boston Medical Center Cancer Center, Boston University School of Medicine, Boston, MA, United States
| | - Ruben Dries
- Boston University-Boston Medical Center Cancer Center, Boston University School of Medicine, Boston, MA, United States
- Section of Hematology and Medical Oncology, Boston University School of Medicine, Boston, MA, United States
- Division of Computational Biomedicine, Boston University School of Medicine, Boston, MA, United States
| | - Gerald V. Denis
- Boston University-Boston Medical Center Cancer Center, Boston University School of Medicine, Boston, MA, United States
- Department of Pharmacology and Experimental Therapeutics, Boston University School of Medicine, Boston, MA, United States
- Shipley Prostate Cancer Research Professor, Boston University School of Medicine, Boston, MA, United States
| |
Collapse
|
12
|
Dey S, Murmu N, Mondal T, Saha I, Chatterjee S, Manna R, Haldar S, Dash SK, Sarkar TR, Giri B. Multifaceted entrancing role of glucose and its analogue, 2-deoxy-D-glucose in cancer cell proliferation, inflammation, and virus infection. Biomed Pharmacother 2022; 156:113801. [DOI: 10.1016/j.biopha.2022.113801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 09/29/2022] [Accepted: 10/02/2022] [Indexed: 11/30/2022] Open
|
13
|
Kupai K, Várkonyi T, Török S, Gáti V, Czimmerer Z, Puskás LG, Szebeni GJ. Recent Progress in the Diagnosis and Management of Type 2 Diabetes Mellitus in the Era of COVID-19 and Single Cell Multi-Omics Technologies. Life (Basel) 2022; 12:1205. [PMID: 36013384 PMCID: PMC9409806 DOI: 10.3390/life12081205] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Revised: 07/29/2022] [Accepted: 08/05/2022] [Indexed: 11/17/2022] Open
Abstract
Type 2 diabetes mellitus (T2DM) is one of the world's leading causes of death and life-threatening conditions. Therefore, we review the complex vicious circle of causes responsible for T2DM and risk factors such as the western diet, obesity, genetic predisposition, environmental factors, and SARS-CoV-2 infection. The prevalence and economic burden of T2DM on societal and healthcare systems are dissected. Recent progress on the diagnosis and clinical management of T2DM, including both non-pharmacological and latest pharmacological treatment regimens, are summarized. The treatment of T2DM is becoming more complex as new medications are approved. This review is focused on the non-insulin treatments of T2DM to reach optimal therapy beyond glycemic management. We review experimental and clinical findings of SARS-CoV-2 risks that are attributable to T2DM patients. Finally, we shed light on the recent single-cell-based technologies and multi-omics approaches that have reached breakthroughs in the understanding of the pathomechanism of T2DM.
Collapse
Affiliation(s)
- Krisztina Kupai
- Department of Physiology, Anatomy and Neuroscience, Faculty of Science and Informatics, University of Szeged, Közép fasor 52, 6726 Szeged, Hungary
- Department of Internal Medicine, University of Szeged, Korányi fasor 8, 6720 Szeged, Hungary
| | - Tamás Várkonyi
- Department of Internal Medicine, University of Szeged, Korányi fasor 8, 6720 Szeged, Hungary
| | - Szilvia Török
- Department of Physiology, Anatomy and Neuroscience, Faculty of Science and Informatics, University of Szeged, Közép fasor 52, 6726 Szeged, Hungary
| | - Viktória Gáti
- Laboratory of Functional Genomics, Biological Research Centre, Temesvári krt. 62, 6726 Szeged, Hungary
| | - Zsolt Czimmerer
- Laboratory of Functional Genomics, Biological Research Centre, Temesvári krt. 62, 6726 Szeged, Hungary
- Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of Debrecen, Life Science Building, Egyetem tér 1, 4032 Debrecen, Hungary
| | - László G. Puskás
- Laboratory of Functional Genomics, Biological Research Centre, Temesvári krt. 62, 6726 Szeged, Hungary
- Avidin Ltd., Alsó kikötő sor 11/D, 6726 Szeged, Hungary
| | - Gábor J. Szebeni
- Department of Physiology, Anatomy and Neuroscience, Faculty of Science and Informatics, University of Szeged, Közép fasor 52, 6726 Szeged, Hungary
- Laboratory of Functional Genomics, Biological Research Centre, Temesvári krt. 62, 6726 Szeged, Hungary
- CS-Smartlab Devices Ltd., Ady E. u. 14, 7761 Kozármisleny, Hungary
| |
Collapse
|
14
|
Santolla MF, Talia M, Cirillo F, Scordamaglia D, De Rosis S, Spinelli A, Miglietta AM, Nardo B, Filippelli G, De Francesco EM, Belfiore A, Lappano R, Maggiolini M. The AGEs/RAGE Transduction Signaling Prompts IL-8/CXCR1/2-Mediated Interaction between Cancer-Associated Fibroblasts (CAFs) and Breast Cancer Cells. Cells 2022; 11:2402. [PMID: 35954247 PMCID: PMC9368521 DOI: 10.3390/cells11152402] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Revised: 07/29/2022] [Accepted: 08/02/2022] [Indexed: 01/27/2023] Open
Abstract
Advanced glycation end products (AGEs) and the cognate receptor, named RAGE, are involved in metabolic disorders characterized by hyperglycemia, type 2 diabetes mellitus (T2DM) and obesity. Moreover, the AGEs/RAGE transduction pathway prompts a dysfunctional interaction between breast cancer cells and tumor stroma toward the acquisition of malignant features. However, the action of the AGEs/RAGE axis in the main players of the tumor microenvironment, named breast cancer-associated fibroblasts (CAFs), remains to be fully explored. In the present study, by chemokine array, we first assessed that interleukin-8 (IL-8) is the most up-regulated pro-inflammatory chemokine upon AGEs/RAGE activation in primary CAFs, obtained from breast tumors. Thereafter, we ascertained that the AGEs/RAGE signaling promotes a network cascade in CAFs, leading to the c-Fos-dependent regulation of IL-8. Next, using a conditioned medium from AGEs-exposed CAFs, we determined that IL-8/CXCR1/2 paracrine activation induces the acquisition of migratory and invasive features in MDA-MB-231 breast cancer cells. Altogether, our data provide new insights on the involvement of IL-8 in the AGEs/RAGE transduction pathway among the intricate connections linking breast cancer cells to the surrounding stroma. Hence, our findings may pave the way for further investigations to define the role of IL-8 as useful target for the better management of breast cancer patients exhibiting metabolic disorders.
Collapse
Affiliation(s)
- Maria Francesca Santolla
- Department of Pharmacy, Health and Nutritional Sciences, University of Calabria, 87036 Rende, Italy
| | - Marianna Talia
- Department of Pharmacy, Health and Nutritional Sciences, University of Calabria, 87036 Rende, Italy
| | - Francesca Cirillo
- Department of Pharmacy, Health and Nutritional Sciences, University of Calabria, 87036 Rende, Italy
| | - Domenica Scordamaglia
- Department of Pharmacy, Health and Nutritional Sciences, University of Calabria, 87036 Rende, Italy
| | - Salvatore De Rosis
- Department of Pharmacy, Health and Nutritional Sciences, University of Calabria, 87036 Rende, Italy
| | - Asia Spinelli
- Department of Pharmacy, Health and Nutritional Sciences, University of Calabria, 87036 Rende, Italy
| | - Anna Maria Miglietta
- Breast and General Surgery Unit, Regional Hospital Cosenza, 87100 Cosenza, Italy
| | - Bruno Nardo
- Department of Pharmacy, Health and Nutritional Sciences, University of Calabria, 87036 Rende, Italy
- Breast and General Surgery Unit, Regional Hospital Cosenza, 87100 Cosenza, Italy
| | | | - Ernestina Marianna De Francesco
- Endocrinology, Department of Clinical and Experimental Medicine, University of Catania, Garibaldi-Nesima Hospital, 95122 Catania, Italy
| | - Antonino Belfiore
- Endocrinology, Department of Clinical and Experimental Medicine, University of Catania, Garibaldi-Nesima Hospital, 95122 Catania, Italy
| | - Rosamaria Lappano
- Department of Pharmacy, Health and Nutritional Sciences, University of Calabria, 87036 Rende, Italy
| | - Marcello Maggiolini
- Department of Pharmacy, Health and Nutritional Sciences, University of Calabria, 87036 Rende, Italy
| |
Collapse
|
15
|
de Los A Jiménez Prieto P, Alvarez Bañuelos MT, Romero JM, Córdoba BC, Sampieri CL, Cuevas RZ, Guzmán García RE. Influence of type 2 diabetes mellitus on mortality in women with breast cancer: A matched case-control study. J Diabetes Complications 2022; 36:108249. [PMID: 35803840 DOI: 10.1016/j.jdiacomp.2022.108249] [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: 03/23/2022] [Revised: 06/22/2022] [Accepted: 06/23/2022] [Indexed: 11/13/2022]
Abstract
AIMS The study assessed the association between the presence of type2 diabetes mellitus (T2DM) and mortality in women with breast cancer (BC). METHODS A matched pair case-control study was conducted at the State Cancer Center, which is located in Xalapa, Veracruz, Mexico. It was matched by age (±3 years) within a cohort of 1442 patients with BC. Descriptive statistics were performed. Analysis through paired odds ratio (OR and multivariate analyses were used to calculate the association between BC mortality and the variables studied. RESULTS 166 cases and 166 controls with confirmed diagnosis of BC were studied, with a mean age of 52.9 ± 11.9 years. The T2DM was associated with an increased mortality of women with BC (OR = 1.75 95 %CI 1.06-2.89). Similarly, metastasis (OR = 14.17 95 %CI 6.19-32.342), advanced clinical stage (OR = 3.04 95 %CI 1.45 - 6.38), and the molecular subtypes Her2 (OR = 2.0 95 %CI 1.02-3.92), and triple negative (OR = 3.54 95 %CI 1.72-7.32). There was no difference in mean glucose between cases and controls (208.9 ± 132 vs 194.4 ± 90.4 mg/dL, respectively). CONCLUSION T2DM was found to be a relevant risk factor for BC mortality in this Mexican population. Thus, it is important to consider the presence and evolution of DM in the prevention programs, diagnostic algorithms and treatments established for BC.
Collapse
Affiliation(s)
| | | | - Jaime Morales Romero
- Universidad Veracruzana, Instituto de Salud Pública, Xalapa Veracruz 91190, Mexico.
| | - Betzaida Cuevas Córdoba
- Universidad Veracruzana, Instituto de Investigaciones Biológicas, Xalapa Veracruz, 91190, México.
| | - Clara L Sampieri
- Universidad Veracruzana, Instituto de Salud Pública, Xalapa Veracruz 91190, Mexico.
| | | | | |
Collapse
|
16
|
Affiliation(s)
- Wen-Ling Lee
- Department of Medicine, Cheng-Hsin General Hospital, Taipei, Taiwan, ROC
- Department of Nursing, Oriental Institute of Technology, New Taipei City, Taiwan, ROC
- Institute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
| | - Fa-Kung Lee
- Department of Obstetrics and Gynecology, Cathy General Hospital, Taipei, Taiwan, ROC
| | - Peng-Hui Wang
- Institute of Clinical Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan, ROC
- Department of Obstetrics and Gynecology, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
- Female Cancer Foundation, Taipei, Taiwan, ROC
- Department of Medical Research, China Medical University Hospital, Taichung, Taiwan, ROC
| |
Collapse
|