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Goyal A, Milner GE, Cimino-Mathews A, Visvanathan K, Wolff AC, Sharma D, Sheng JY. Weight Gain after Hormone Receptor-Positive Breast Cancer. Curr Oncol 2022; 29:4090-4103. [PMID: 35735435 PMCID: PMC9222132 DOI: 10.3390/curroncol29060326] [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: 04/20/2022] [Revised: 05/24/2022] [Accepted: 05/26/2022] [Indexed: 12/24/2022] Open
Abstract
Obesity following breast cancer diagnosis is associated with poor overall survival. Understanding weight trajectories will help inform breast cancer survivors at greater risk of weight gain, and those who would benefit from earlier anti-obesity interventions. We performed a retrospective chart review of women from the Breast Cancer Program Longitudinal Repository (BCPLR) at Johns Hopkins diagnosed with hormone receptor-positive Stage I-III breast cancer from 2010 to 2020. We investigated obesity (measured by body mass index [BMI]) over time, patient and tumor characteristics, as well as treatment and recurrence. We observed a significant ≥5% increase in BMI from diagnosis to most recent follow-up (p = 0.009), particularly among those who were overweight at diagnosis (p = 0.003). Additionally, among those up to 5 years since diagnosis, there was a significant association between experiencing a ≥0.1 kg/m2 increase per year since diagnosis and baseline BMI status (p = 0.009). A ≥0.6 kg/m2 decrease in BMI was observed for participants with obesity at diagnosis (p = 0.006). Our study highlights (i) the significant burden of obesity in women with a history of breast cancer and (ii) higher risks for increases in BMI and shifts in class of obesity among women who are overweight at diagnosis.
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Affiliation(s)
- Archita Goyal
- Department of Pathology, Johns Hopkins University, Baltimore, MD 21218, USA;
| | | | - Ashley Cimino-Mathews
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA;
| | - Kala Visvanathan
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA; (K.V.); (A.C.W.); (D.S.)
| | - Antonio C. Wolff
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA; (K.V.); (A.C.W.); (D.S.)
| | - Dipali Sharma
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA; (K.V.); (A.C.W.); (D.S.)
| | - Jennifer Y. Sheng
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA; (K.V.); (A.C.W.); (D.S.)
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A pooled case-only analysis of obesity and breast cancer subtype among Black women in the southeastern United States. Cancer Causes Control 2022; 33:515-524. [PMID: 35088206 PMCID: PMC9006670 DOI: 10.1007/s10552-021-01545-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Accepted: 12/15/2021] [Indexed: 10/19/2022]
Abstract
PURPOSE To evaluate the association between obesity and the relative prevalence of tumor subtypes among Black women with breast cancer (BC). METHODS We conducted a pooled case-only analysis of 1,793 Black women with invasive BC recruited through three existing studies in the southeastern US. Multivariable case-only polytomous logistic regression models were used to estimate odds ratios (ORs) and 95% confidence intervals (CIs) for the association between obesity, measured by pre-diagnostic body mass index (BMI), and human epidermal growth factor receptor 2 + (HER2 +) and triple negative BC (TNBC) subtype relative to hormone receptor (HR) + /HER2- status (referent). RESULTS Among 359 premenopausal women, 55.4% of cases were HR + /HER2 -, 20.1% were HER2 + , and 24.5% were TNBC; corresponding percentages among 1,434 postmenopausal women were 59.3%, 17.0%, and 23.6%. Approximately, 50-60% of both pre- and postmenopausal women were obese (BMI > 30 kg/m2), regardless of BC subtype. We did not observe a significant association between obesity and BC subtype. Among postmenopausal women, class I obesity (BMI 35 + kg/m2) was not associated with the development of HER2 + BC (OR 0.69; 95% CI 0.42-1.14) or TNBC (OR 0.93; 95% CI 0.60-1.45) relative to HR + /HER2- tumors. Corresponding estimates among premenopausal women were 1.03 (95% CI 0.43-2.48) and 1.13 (95% CI 0.48-2.64). CONCLUSION In this large study of Black women with BC, there was no evidence of heterogeneity of BMI by BC subtype.
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Padang OS, Septiman S, Prihantono P, Soraya GV, Pieter Junior J, Syamsu SA, Sampepajung E, Faruk M. Relationship between body mass index and cholesterol levels with histopathological grading of breast cancer. Breast Dis 2021; 40:S77-S84. [PMID: 34057121 DOI: 10.3233/bd-219011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Breast cancer, a global health problem with a high mortality rate, has several risk factors, including obesity and increased lipid profile. Postmenopausal obesity is associated with estrogen production from adipose tissue, while abnormal cell growth is triggered by insulin-like growth factor 1 (IGF-1) and insulin. Obesity could be assessed by measuring body mass index (BMI). An increase in lipid profile signifies an increased risk for breast cancer. Histopathological findings in the form of grading and differentiation can indicate how serious the condition is. Breast cancer with good differentiation is always associated with a positive prognosis. OBJECTIVE This observational analytic study aims to determine the relationship between BMI and cholesterol levels based on the menopausal status and the histopathological grading findings of breast cancer patients. METHODS The observational cross-sectional study analyzed histopathological grading, total cholesterol level, and body mass index. Data were analyzed with Spearman rank correlation statistical test, and the results are significant when the p-value is <0.05. RESULTS Analyzing the relationship between cholesterol levels and histopathological gradings indicated a moderate correlation. The results of another correlation test based on menopausal status showed a weak correlation value, while menopause was said to be significant, indicating a moderate correlation. However, results from the analysis of BMI data in the menopausal subject group were associated with histopathological assessment. CONCLUSIONS There is a relationship between cholesterol levels and histopathological degrees in the two menopausal status groups. However, no relationship was found between BMI and the histopathological grades of breast cancer.
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Affiliation(s)
- Okto Sampe Padang
- Department of Surgery, Faculty of Medicine, Hasanuddin University, Makassar, Indonesia
| | - Septiman Septiman
- Division of Oncology, Department of Surgery, Faculty of Medicine, Hasanuddin University, Makassar, Indonesia
| | - Prihantono Prihantono
- Department of Surgery, Faculty of Medicine, Hasanuddin University, Makassar, Indonesia
| | - Gita Vita Soraya
- Department of Medical Biochemistry, Faculty of Medicine, Hasanuddin University, Makassar, Indonesia
| | - John Pieter Junior
- Division of Oncology, Department of Surgery, Faculty of Medicine, Hasanuddin University, Makassar, Indonesia
| | - Salman Ardy Syamsu
- Division of Oncology, Department of Surgery, Faculty of Medicine, Hasanuddin University, Makassar, Indonesia
| | - Elridho Sampepajung
- Division of Oncology, Department of Surgery, Faculty of Medicine, Hasanuddin University, Makassar, Indonesia
| | - Muhammad Faruk
- Department of Surgery, Faculty of Medicine, Hasanuddin University, Makassar, Indonesia
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Duche H, Tsegay AT, Tamirat KS. Identifying Risk Factors of Breast Cancer Among Women Attending Selected Hospitals of Addis Ababa City: Hospital-Based Unmatched Case-Control Study. BREAST CANCER-TARGETS AND THERAPY 2021; 13:189-197. [PMID: 33746517 PMCID: PMC7967025 DOI: 10.2147/bctt.s293867] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Accepted: 03/03/2021] [Indexed: 12/17/2022]
Abstract
Background Breast cancer, one of the chronic diseases, is the most common cancer among women in the world. In Ethiopia, late-stage breast cancer is widely diagnosed and women have very little access to adequate medication, pain relief, or palliative care. In addition, there are few research on risk factors for breast cancer in Ethiopia. A safer way out of this is to concentrate on prevention; one of the prevention methods is to recognize risk factors sooner. The study therefore aimed to establish risk factors for breast cancer among women in hospitals in the city of Addis Ababa. Methods Hospital-based, unmatched case-control research conducted in selected Addis Ababa hospitals from April to September 2017 (Case=110 and Control=110). Data were collected by standardized questionnaires for both cases and controls. Cases were initially detected by mammography screening accompanied by histopathological examinations, while controls were those women who were negative by mammogram testing, stress levels were assessed by perceived stress scale (PSS) and body mass index measured by WHO norm. Summary statistics Computed and binary logistic regression analysis to classify risk factors for breast cancer modified odds ratio (AOR) with 95% confidence interval (CI) calculated. Results The participants’ mean age of was 43.80 years (SD ±12.63) and 39.64 years (SD ±12.91) for cases and controls, respectively. Physical activity (AOR=0.2, 95% CI: 0.10, 0.41) was correlated with lower probability of breast cancer, while never breastfeed (AOR=3.4, 95% CI: 1.21, 9.67); menopausal state (AOR=6.8, 95% CI: 1.92, 24.16), and body mass index above 25. 1 kg/m2 (AOR=5.9, 95% CI: 2.16, 16.48) were factors risk factors for breast cancer. Conclusion This research shows the importance of physical exercise, breastfeeding, menopausal status, and nutritional status in the occurrence of breast cancer. Actions aimed at increasing physical activity, breastfeeding habits and keeping a balanced diet will help to minimize the incidence of breast cancer.
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Affiliation(s)
- Henock Duche
- Ethiopia Public Health Institute, Addis Ababa, Ethiopia
| | - Adino Tesfahun Tsegay
- Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Science, University of Gondar, Gondar, Ethiopia
| | - Koku Sisay Tamirat
- Department of Epidemiology and Biostatistics, Institute of Public Health, College of Medicine and Health Science, University of Gondar, Gondar, Ethiopia
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Abusanad A, Alghamdi B, Alghamdi R, Khallaf R, Faisal K, Bishnaq R. The association of body mass index and adverse clinicopathological characteristics in non-metastatic breast cancer. J Family Med Prim Care 2020; 9:4190-4195. [PMID: 33110830 PMCID: PMC7586531 DOI: 10.4103/jfmpc.jfmpc_596_20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2020] [Revised: 06/10/2020] [Accepted: 07/01/2020] [Indexed: 11/04/2022] Open
Abstract
Background Obesity is a global health problem. It is becoming increasingly prevalent in Saudi Arabia. High body mass index (BMI) is a risk factor for many diseases, including cancer. Noticeably, breast cancer (BC) cases in Saudi Arabia occur at a younger age than in western countries. Different lifestyle behaviors such as maintaining healthy body weight and physical activity may play a role in this. In this study, we investigated the association between BMI and BC adverse clinicopathological features. Methods This retrospective study was conducted by reviewing the records of women with non-metastatic BC over 4 years. The association between BMI and patients' demographics, BC histological type, receptor status, differentiation grade, tumor size, involvement of axillary lymph nodes, and performed procedures were analyzed. Result 315 patients with non-metastatic BC were studied. The mean age at the time of diagnosis was 52.43 years ± 11.63. The mean BMI was 30.21 ± 5.77. The mean tumor size was 3.19 cm ± 3.52. The mean age of diagnosis is significantly higher in obese women than in other BMI groups (P = 0.025). Obese female patients aged ≥40 were more likely to present with larger tumor (P = 0.022) and numerically higher pathological axillary lymph nodes, trending toward statistical significance (P = 0.092). Conclusion The relationship between BMI and developing more aggressive BC is still not clear; in this study, we found that obese patients presented at an older age, with larger tumor and more pathologic lymph nodes. Further research to understand the impact of this finding on outcomes is warranted.
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Affiliation(s)
- Atlal Abusanad
- Department of Internal Medicine and Medical Oncology, Faculty of Medicine, King Abdulaziz University Hospital, Jeddah, Saudi Arabia
| | - Bashayer Alghamdi
- Department of Internal Medicine and Medical Oncology, Faculty of Medicine, King Abdulaziz University Hospital, Jeddah, Saudi Arabia
| | - Reema Alghamdi
- Department of Internal Medicine and Medical Oncology, Faculty of Medicine, King Abdulaziz University Hospital, Jeddah, Saudi Arabia
| | - Raghad Khallaf
- Department of Internal Medicine and Medical Oncology, Faculty of Medicine, King Abdulaziz University Hospital, Jeddah, Saudi Arabia
| | - Konooz Faisal
- Department of Internal Medicine and Medical Oncology, Faculty of Medicine, King Abdulaziz University Hospital, Jeddah, Saudi Arabia
| | - Raghad Bishnaq
- Department of Internal Medicine and Medical Oncology, Faculty of Medicine, King Abdulaziz University Hospital, Jeddah, Saudi Arabia
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Jonnada PK, Sushma C, Karyampudi M, Dharanikota A. Prevalence of Molecular Subtypes of Breast Cancer in India: a Systematic Review and Meta-analysis. Indian J Surg Oncol 2020; 12:152-163. [PMID: 33994741 DOI: 10.1007/s13193-020-01253-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2020] [Accepted: 10/15/2020] [Indexed: 12/24/2022] Open
Abstract
In the last two decades, India has witnessed a substantial increase in the incidence of breast cancer and associated mortality. Studies on the prevalence of molecular subtypes of breast cancer in India have reported inconsistent results. Therefore, we conducted a systematic review of observational studies to document the prevalence of molecular subtypes of breast cancer. A complete literature search for observational studies was conducted in MEDLINE and EMBASE databases using key MeSH terms ((molecular classification) OR (molecular subtypes)) AND (breast cancer)) OR (breast carcinoma)) AND (prevalence)) AND (India). Two reviewers independently reviewed the retrieved studies. The screened studies satisfying the eligibility were included. The quality of included studies was assessed using the selected STROBE criteria. The overall pooled prevalence of luminal A, luminal B, HER2-enriched, and triple-negative breast cancer (TNBC) subtypes of breast cancer were 0.33 (95% CI 0.23-0.44), 0.17 (95% CI 0.12-0.23), 0.15 (95% CI 0.12-0.19), and 0.30 (95% CI 0.27-0.33), respectively. Subgroup analyses were performed by mean age of patients, time period, region, and sample size of the study. Among molecular subtypes of breast cancer, luminal A was the most prevalent subtype followed by TNBC, luminal B, and HER2-enriched subtypes. The overall prevalence of TNBC in India is high compared to other regions of the world. Additional research is warranted to identify the determinants of high TNBC in India. Differentiating TNBC from other molecular subtypes is important to guide therapeutic management of breast cancer.
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Affiliation(s)
- Pavan Kumar Jonnada
- Department of Surgical Oncology, Kidwai Memorial Institute of Oncology, Dr. M H Marigowda road, Bangalore, Karnataka 560029 India
| | - Cherukuru Sushma
- Department of Pathology, AmPath Laboratory Pvt. Limited, Citizens Hospital, Hyderabad, India
| | - Madhuri Karyampudi
- Department of Radiation Oncology, MNJ Institute of Oncology, Hyderabad, India
| | - Anvesh Dharanikota
- Department of Surgical Oncology, Kidwai Memorial Institute of Oncology, Dr. M H Marigowda road, Bangalore, Karnataka 560029 India
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Ayeni OA, Norris SA, Joffe M, Cubasch H, Nietz S, Buccimazza I, Singh U, Čačala S, Stopforth L, Chen WC, McCormack VA, O’Neil DS, Jacobson JS, Neugut AI, Ruff P, Micklesfield LK. The multimorbidity profile of South African women newly diagnosed with breast cancer. Int J Cancer 2020; 147:361-374. [PMID: 31600408 PMCID: PMC7649092 DOI: 10.1002/ijc.32727] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Revised: 09/05/2019] [Accepted: 09/11/2019] [Indexed: 12/24/2022]
Abstract
Multimorbidity in women with breast cancer may delay presentation, affect treatment decisions and outcomes. We described the multimorbidity profile of women with breast cancer, its determinants, associations with stage at diagnosis and treatments received. We collected self-reported data on five chronic conditions (hypertension, diabetes, cerebrovascular diseases, asthma/chronic obstructive pulmonary disease, tuberculosis), determined obesity using body mass index (BMI) and tested HIV status, in women newly diagnosed with breast cancer between January 2016 and April 2018 in five public hospitals in South Africa. We identified determinants of ≥2 of the seven above-mentioned conditions (defined as multimorbidity), multimorbidity itself with stage at diagnosis (advanced [III-IV] vs. early [0-II]) and multimorbidity with treatment modalities received. Among 2,281 women, 1,001 (44%) presented with multimorbidity. Obesity (52.8%), hypertension (41.3%), HIV (22.0%) and diabetes (13.7%) were the chronic conditions that occurred most frequently. Multimorbidity was more common with older age (OR = 1.02; 95% CI 1.01-1.03) and higher household socioeconomic status (HSES) (OR = 1.06; 95% CI 1.00-1.13). Multimorbidity was not associated with advanced-stage breast cancer at diagnosis, but for self-reported hypertension there was less likelihood of being diagnosed with advanced-stage disease in the adjusted model (OR 0.80; 95% CI 0.64-0.98). Multimorbidity was associated with first treatment received in those with early-stage disease, p = 0.003. The prevalence of multimorbidity is high among patients with breast cancer. Our findings suggest that multimorbidity had a significant impact on treatment received in those with early-stage disease. There is need to understand the impact of multimorbidity on breast cancer outcomes.
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Affiliation(s)
- Oluwatosin A. Ayeni
- Non communicable Diseases Research Division, Wits Health Consortium (PTY) Ltd, Johannesburg, Gauteng, South Africa
- SAMRC/Wits Developmental Pathways for Health Research Unit, Department of Pediatrics, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, Gauteng, South Africa
| | - Shane A. Norris
- Non communicable Diseases Research Division, Wits Health Consortium (PTY) Ltd, Johannesburg, Gauteng, South Africa
- SAMRC/Wits Developmental Pathways for Health Research Unit, Department of Pediatrics, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, Gauteng, South Africa
| | - Maureen Joffe
- Non communicable Diseases Research Division, Wits Health Consortium (PTY) Ltd, Johannesburg, Gauteng, South Africa
- SAMRC/Wits Developmental Pathways for Health Research Unit, Department of Pediatrics, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, Gauteng, South Africa
- South Africa Medical Research Council Common Epithelial Cancers Research Centre, University of Witwatersrand, Johannesburg, Gauteng, South Africa
| | - Herbert Cubasch
- Non communicable Diseases Research Division, Wits Health Consortium (PTY) Ltd, Johannesburg, Gauteng, South Africa
- South Africa Medical Research Council Common Epithelial Cancers Research Centre, University of Witwatersrand, Johannesburg, Gauteng, South Africa
- Department of Surgery, Chris Hani Baragwanath Academic Hospital and Faculty of Health Sciences, University of Witwatersrand, Johannesburg, Gauteng, South Africa
| | - Sarah Nietz
- Non communicable Diseases Research Division, Wits Health Consortium (PTY) Ltd, Johannesburg, Gauteng, South Africa
- Department of Surgery, Charlotte Maxeke Johannesburg Academic Hospital and Faculty of Health Sciences, University of Witwatersrand, Johannesburg, Gauteng, South Africa
| | - Ines Buccimazza
- Departments of Surgery and Oncology, Inkosi Albert Luthuli Central Hospital, Durban and Ngwelezane Hospital, University of KwaZulu Natal, Empangeni, KwaZulu Natal, South Africa
| | - Urishka Singh
- Departments of Surgery and Oncology, Inkosi Albert Luthuli Central Hospital, Durban and Ngwelezane Hospital, University of KwaZulu Natal, Empangeni, KwaZulu Natal, South Africa
| | - Sharon Čačala
- Departments of Surgery and Oncology, Grey’s Hospital, University of KwaZulu Natal, Pietermaritzburg, KwaZulu Natal, South Africa
| | - Laura Stopforth
- Departments of Surgery and Oncology, Grey’s Hospital, University of KwaZulu Natal, Pietermaritzburg, KwaZulu Natal, South Africa
| | - Wenlong Carl Chen
- National Cancer Registry, National Health Laboratory Service, Johannesburg, South Africa
- Sydney Brenner Institute for Molecular Bioscience, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Valerie A. McCormack
- Section for Environment and Radiation, International Agency for Research on Cancer, Lyon, France
| | - Daniel S. O’Neil
- University of Miami Miller School of Medicine, Department of Medicine, Miami, United States
| | - Judith S. Jacobson
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York NY, United States
| | - Alfred I. Neugut
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York NY, United States
- Herbert Irving Comprehensive Cancer Center, College of Physicians and Surgeons, Columbia University, New York NY, United States
- Department of Medicine, College of Physicians and Surgeons, Columbia University, New York NY, United States
| | - Paul Ruff
- Non communicable Diseases Research Division, Wits Health Consortium (PTY) Ltd, Johannesburg, Gauteng, South Africa
- South Africa Medical Research Council Common Epithelial Cancers Research Centre, University of Witwatersrand, Johannesburg, Gauteng, South Africa
- Division of Medical Oncology, Department of Medicine, Faculty of Health Sciences, University of Witwatersrand, Johannesburg, Gauteng, South Africa
| | - Lisa K. Micklesfield
- Non communicable Diseases Research Division, Wits Health Consortium (PTY) Ltd, Johannesburg, Gauteng, South Africa
- SAMRC/Wits Developmental Pathways for Health Research Unit, Department of Pediatrics, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, Gauteng, South Africa
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Whole Genome Transcriptome Analysis of the Association between Obesity and Triple-Negative Breast Cancer in Caucasian Women. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2018; 15:ijerph15112338. [PMID: 30360534 PMCID: PMC6265882 DOI: 10.3390/ijerph15112338] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/17/2018] [Revised: 10/05/2018] [Accepted: 10/15/2018] [Indexed: 12/19/2022]
Abstract
Background: Triple-negative breast cancer (TNBC) is the most aggressive form of breast cancer, with poor outcomes. The molecular basis of TNBC remains poorly understood. The objective of this exploratory study was to investigate the association between obesity and TNBC in premenopausal and postmenopausal Caucasian women using transcription profiling. Methods: We compared gene expression levels of tumor samples drawn from normal weight, overweight, and obese pre and postmenopausal women diagnosed with TNBC. We performed hierarchical clustering to assess similarity in patterns of gene expression profiles, and conducted network and pathway analysis to identify molecular networks and biological pathways. Results: We discovered gene signatures distinguishing normal weight from obese, normal weight from overweight, and overweight from obese individuals in both premenopausal and postmenopausal women. The analysis revealed molecular networks and biological pathways associating obesity with TNBC. The discovered pathways included the unfolded protein response, endoplasmic reticulum stress, B cell receptor, and autophagy signaling pathways in obese premenopausal women; and the integrin, axonal guidance, ERK/MAPK (extracellular-signal-regulated kinase/mitogen activated protein kinase) and glutathione biosynthesis signaling pathways in obese postmenopausal women. Conclusions: The results suggest that both overweight and obese status are associated with TNBC, highlighting the need for conformation of these results in independent studies.
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