1
|
Dal Berto M, Dos Santos GT, Dos Santos AV, Silva AO, Vargas JE, Alves RJV, Barbisan F, da Cruz IBM, Bica CG. Molecular markers associated with the outcome of tamoxifen treatment in estrogen receptor-positive breast cancer patients: scoping review and in silico analysis. Discov Oncol 2021; 12:37. [PMID: 35201456 PMCID: PMC8777552 DOI: 10.1007/s12672-021-00432-7] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2021] [Accepted: 09/09/2021] [Indexed: 11/17/2022] Open
Abstract
Tamoxifen (TMX) is used as adjuvant therapy for estrogen receptor-positive (ER+) breast cancer cases due to its affinity and inhibitory effects. However, about 30% of cases show drug resistance, resulting in recurrence and metastasis, the leading causes of death. A literature review can help to elucidate the main cellular processes involved in TMX resistance. A scoping review was performed to find clinical studies investigating the association of expression of molecular markers profiles with long-term outcomes in ER+ patients treated with TMX. In silico analysis was performed to assess the interrelationship among the selected markers, evaluating the joint involvement with the biological processes. Forty-five studies were selected according to the inclusion and exclusion criteria. After clustering and gene ontology analysis, 23 molecular markers were significantly associated, forming three clusters of strong correlation with cell cycle regulation, signal transduction of proliferative stimuli, and hormone response involved in morphogenesis and differentiation of mammary gland. Also, it was found that overexpression of markers in selected clusters is a significant indicator of poor overall survival. The proposed review offered a better understanding of independent data from the literature, revealing an integrative network of markers involved in cellular processes that could modulate the response of TMX. Analysis of these mechanisms and their molecular components could improve the effectiveness of TMX.
Collapse
Affiliation(s)
- Maiquidieli Dal Berto
- Laboratory of Pathology, Federal University of Health Sciences of Porto Alegre (UFCSPA), 245,Sarmento Leite street, Porto Alegre, RS, 90050-170, Brazil
| | - Giovana Tavares Dos Santos
- Laboratory of Pathology, Federal University of Health Sciences of Porto Alegre (UFCSPA), 245,Sarmento Leite street, Porto Alegre, RS, 90050-170, Brazil
| | - Aniúsca Vieira Dos Santos
- Laboratory of Pathology, Federal University of Health Sciences of Porto Alegre (UFCSPA), 245,Sarmento Leite street, Porto Alegre, RS, 90050-170, Brazil
| | - Andrew Oliveira Silva
- Laboratory of Pathology, Federal University of Health Sciences of Porto Alegre (UFCSPA), 245,Sarmento Leite street, Porto Alegre, RS, 90050-170, Brazil
| | - José Eduardo Vargas
- Institute of Biological Sciences, University of Passo Fundo (UPF), 285, Brazil Avenue, Passo Fundo, RS, 99052-900, Brazil
| | - Rafael José Vargas Alves
- Department of Clinical Medicine, Federal University of Health Sciences of Porto Alegre (UFCSPA), 245, Sarmento Leite street, Porto Alegre, RS, 90050-170, Brazil
| | - Fernanda Barbisan
- Graduate Program in Gerontology, Federal University of Santa Maria, Santa Maria, RS, 97105-900, Brazil
| | | | - Claudia Giuliano Bica
- Department of Basic Health Sciences, Federal University of Health Sciences of Porto Alegre (UFCSPA), 245, Sarmento Leite street., Porto Alegre, RS, 90050-170, Brazil.
| |
Collapse
|
2
|
Petersen JM, Ranker LR, Barnard-Mayers R, MacLehose RF, Fox MP. A systematic review of quantitative bias analysis applied to epidemiological research. Int J Epidemiol 2021; 50:1708-1730. [PMID: 33880532 DOI: 10.1093/ije/dyab061] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/05/2021] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Quantitative bias analysis (QBA) measures study errors in terms of direction, magnitude and uncertainty. This systematic review aimed to describe how QBA has been applied in epidemiological research in 2006-19. METHODS We searched PubMed for English peer-reviewed studies applying QBA to real-data applications. We also included studies citing selected sources or which were identified in a previous QBA review in pharmacoepidemiology. For each study, we extracted the rationale, methodology, bias-adjusted results and interpretation and assessed factors associated with reproducibility. RESULTS Of the 238 studies, the majority were embedded within papers whose main inferences were drawn from conventional approaches as secondary (sensitivity) analyses to quantity-specific biases (52%) or to assess the extent of bias required to shift the point estimate to the null (25%); 10% were standalone papers. The most common approach was probabilistic (57%). Misclassification was modelled in 57%, uncontrolled confounder(s) in 40% and selection bias in 17%. Most did not consider multiple biases or correlations between errors. When specified, bias parameters came from the literature (48%) more often than internal validation studies (29%). The majority (60%) of analyses resulted in >10% change from the conventional point estimate; however, most investigators (63%) did not alter their original interpretation. Degree of reproducibility related to inclusion of code, formulas, sensitivity analyses and supplementary materials, as well as the QBA rationale. CONCLUSIONS QBA applications were rare though increased over time. Future investigators should reference good practices and include details to promote transparency and to serve as a reference for other researchers.
Collapse
Affiliation(s)
- Julie M Petersen
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
| | - Lynsie R Ranker
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
| | - Ruby Barnard-Mayers
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
| | - Richard F MacLehose
- Division of Epidemiology and Community Health, University of Minnesota, School of Public Health, Minneapolis, MN, USA
| | - Matthew P Fox
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA.,Department of Global Health, Boston University School of Public Health, Boston, MA, USA
| |
Collapse
|
3
|
Wu Q, Fan H, Lang R, Li X, Zhang X, Lv S, He Q. Overexpression of 14-3-3 δ Predicts Poor Prognosis in Extrahepatic Cholangiocarcinoma Patients. BIOMED RESEARCH INTERNATIONAL 2020; 2020:8435420. [PMID: 32685532 PMCID: PMC7321506 DOI: 10.1155/2020/8435420] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/04/2020] [Revised: 05/22/2020] [Accepted: 05/27/2020] [Indexed: 11/17/2022]
Abstract
The protein 14-3-3δ interacts with Trp53 to maintain G2 arrest and thus regulates the cell cycle. Though dysfunction of 14-3-3δ caused by hyper-methylation of CpG islands was reported in several carcinomas, the exact role of this protein in the development of extrahepatic cholangiocarcinoma has not been fully elucidated. Here, we aim at investigating the clinical relevance between 14-3-3δ and human extrahepatic cholangiocarcinoma. We collected extrahepatic cholangiocarcinoma specimens of 65 patients in Beijing Chao Yang Hospital and evaluated their 14-3-3δ expression using immunohistochemistry. We categorized the patients into different subgroups according to clinic pathological factors, such as sex, age, tumor size, pathological classification, lymph node metastasis status, tumor stage, and serum markers including CEA, CA-242, or CA19-9, and further evaluated the correlation between 14-3-3δ expression and these potential prognostic factors. As a result, we detected 14-3-3δ expression in 53 out of 65 specimens (81.5%), and the expression was positively correlated with TNM stage, lymph node metastasis, and overall survival. Our results suggest that 14-3-3δ serves as an oncogenic driver in extrahepatic cholangiocarcinoma tumorigenesis rather than a cell cycle regulator; the overexpression of 14-3-3δ might be frequently acquired by tumor cells to escape appropriate cell cycle regulation. Thus, 14-3-3δ could be a potential target for extrahepatic cholangiocarcinoma diagnosis and therapy.
Collapse
Affiliation(s)
- Qiao Wu
- Department of Hepatobiliary Surgery, Beijing Chao Yang Hospital, Capital Medical University, Beijing 100020, China
| | - Hua Fan
- Department of Hepatobiliary Surgery, Beijing Chao Yang Hospital, Capital Medical University, Beijing 100020, China
| | - Ren Lang
- Department of Hepatobiliary Surgery, Beijing Chao Yang Hospital, Capital Medical University, Beijing 100020, China
| | - Xianliang Li
- Department of Hepatobiliary Surgery, Beijing Chao Yang Hospital, Capital Medical University, Beijing 100020, China
| | - Xingmao Zhang
- Department of Hepatobiliary Surgery, Beijing Chao Yang Hospital, Capital Medical University, Beijing 100020, China
| | - Shaocheng Lv
- Department of Hepatobiliary Surgery, Beijing Chao Yang Hospital, Capital Medical University, Beijing 100020, China
| | - Qiang He
- Department of Hepatobiliary Surgery, Beijing Chao Yang Hospital, Capital Medical University, Beijing 100020, China
| |
Collapse
|
4
|
Shafei MA, Forshaw T, Davis J, Flemban A, Qualtrough D, Dean S, Perks C, Dong M, Newman R, Conway ME. BCATc modulates crosstalk between the PI3K/Akt and the Ras/ERK pathway regulating proliferation in triple negative breast cancer. Oncotarget 2020; 11:1971-1987. [PMID: 32523652 PMCID: PMC7260123 DOI: 10.18632/oncotarget.27607] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Accepted: 04/14/2020] [Indexed: 12/12/2022] Open
Abstract
The cytosolic branched chain aminotransferase (BCATc) protein has been found to be highly expressed in breast cancer subtypes, including triple negative breast cancer (TNBC), compared with normal breast tissue. The catabolism of branched-chain amino acids (BCAAs) by BCATc leads to the production of glutamate and key metabolites which further drive the TCA cycle, important for cellular metabolism and growth. Upregulation of BCATc has been associated with increased cell proliferation, cell cycle progression and metastasis in several malignancies including breast, gliomas, ovarian and colorectal cancer but the underlying mechanisms are unclear. As nutrient levels of BCAAs, substrates of BCATc, regulate the PI3K/Akt pathway we hypothesized that increased expression of BCATc would contribute to tumour cell growth through upregulation of the insulin/IGF-1 signalling pathway. This pathway is known to potentiate proliferation and metastasis of malignant cells through the activation of PI3K/Akt and the RAS/ERK signalling cascades. Here we show that knockdown of BCATc significantly reduced insulin and IGF-1-mediated proliferation, migration and invasion of TNBC cells. An analysis of this pathway showed that when overexpressed BCATc regulates proliferation through the PI3K/Akt axis, whilst simultaneously attenuating the Ras/Erk pathway indicating that BCATc acts as a conduit between these two pathways. This ultimately led to an increase in FOXO3a, a key regulator of cell proliferation and Nrf2, which mediates redox homeostasis. Together this data indicates that BCATc regulates TNBC cell proliferation, migration and invasion through the IGF-1/insulin PI3K/Akt pathway, culminating in the upregulation of FOXO3a and Nrf2, pointing to a novel therapeutic target for breast cancer treatment.
Collapse
Affiliation(s)
- Mai Ahmed Shafei
- Faculty of Health and Applied Sciences, University of the West of England, Coldharbor Lane, Bristol, UK
| | - Thomas Forshaw
- Faculty of Health and Applied Sciences, University of the West of England, Coldharbor Lane, Bristol, UK
| | - Jasmine Davis
- Faculty of Health and Applied Sciences, University of the West of England, Coldharbor Lane, Bristol, UK
| | - Arwa Flemban
- Faculty of Health and Applied Sciences, University of the West of England, Coldharbor Lane, Bristol, UK
| | - David Qualtrough
- Faculty of Health and Applied Sciences, University of the West of England, Coldharbor Lane, Bristol, UK
| | - Sarah Dean
- Faculty of Health and Applied Sciences, University of the West of England, Coldharbor Lane, Bristol, UK
| | - Claire Perks
- IGFs and Metabolic Endocrinology Group, University of Bristol, Bristol Medical School, Bristol, UK
| | - Ming Dong
- Department of Chemistry, North Carolina Agricultural and Technical State University, Greensboro, NC, USA
| | - Robert Newman
- Department of Biology, North Carolina Agricultural and Technical State University, Greensboro, NC, USA
| | - Myra Elizabeth Conway
- Faculty of Health and Applied Sciences, University of the West of England, Coldharbor Lane, Bristol, UK
| |
Collapse
|
5
|
Ge X, Zhao Y, Dong L, Seng J, Zhang X, Dou D. NAMPT regulates PKM2 nuclear location through 14-3-3ζ: Conferring resistance to tamoxifen in breast cancer. J Cell Physiol 2019; 234:23409-23420. [PMID: 31141164 DOI: 10.1002/jcp.28910] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2019] [Revised: 05/12/2019] [Accepted: 05/14/2019] [Indexed: 12/25/2022]
Abstract
The resistance against tamoxifen therapy has become one of the major obstacles in the clinical treatment of breast cancer. Nicotinamide phosphoribosyltransferase (NAMPT) is an essential enzyme catalyzing nicotinamide adenine dinucleotide biosynthesis and is important for tumor metabolism. The study here sought to explore the effect of NAMPT on breast cancer survival with tamoxifen conditioning. We found that NAMPT was highly expressed in breast cancer cells compared with normal mammary epithelial cells. Inhibition of NAMPT by FK866 inhibited cell viability and aggravated apoptosis in cancer cells treated with 4-hydroxytamoxifen. NAMPT overexpression upregulated 14-3-3ζ expression. Knockdown of 14-3-3ζ reduced cell survival and promoted apoptosis. Activation of Akt signaling, rather than ERK1/2 pathway, is responsible for 14-3-3ζ regulation by NAMPT overexpression. Furthermore, NAMPT overexpression led to PKM2 accumulation in the cell nucleus and could be dampened by 14-3-3ζ inhibition. In addition, NAMPT overexpression promoted xenografted tumor growth and apoptosis in nude mice, while 14-3-3ζ inhibition attenuated its effect. Collectively, our data demonstrate that NAMPT contributes to tamoxifen resistance through regulation of 14-3-3ζ expression and PKM2 translocation.
Collapse
Affiliation(s)
- Xin Ge
- Department of Breast Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Yang Zhao
- Department of Breast Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Lingling Dong
- Department of Breast Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Jingjing Seng
- Department of Breast Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Xiangyu Zhang
- Department of Breast Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Dongwei Dou
- Department of Breast Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| |
Collapse
|
6
|
Hjorth CF, Nielsen AS, Sørensen HT, Lash TL, Damkier P, Hamilton-Dutoit S, Cronin-Fenton D. Multi-drug resistance protein 2 (MRP2) expression, adjuvant tamoxifen therapy, and risk of breast cancer recurrence: a Danish population-based nested case-control study. Acta Oncol 2019; 58:168-174. [PMID: 30458661 DOI: 10.1080/0284186x.2018.1537508] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
BACKGROUND Adjuvant tamoxifen therapy approximately halves the risk of recurrence in estrogen receptor-positive (ER+) breast cancer patients, but many women respond insufficiently to therapy. Expression of multi-drug resistance protein 2 (MRP2) in breast cancer may potentiate tamoxifen resistance. Thus, we investigated the expression of MRP2 in breast cancer as a predictor of tamoxifen therapy effectiveness. MATERIAL AND METHODS We conducted a case-control study nested in the Danish Breast Cancer Group clinical database. The study included women aged 35-69 years diagnosed with stage l-lll breast cancer during 1985-2001, in Jutland, Denmark. We identified 541 recurrent breast cancers (cases) among women with estrogen receptor positive (ER+) disease treated with tamoxifen for at least 1 year (ER+/TAM+) and 300 cases among women with estrogen receptor-negative (ER-) disease, never treated with tamoxifen (ER-/TAM-). We matched one recurrence-free control to each recurrent case. We retrieved paraffin-embedded primary tumor tissue for all patients, and all available recurrent tumor tissue from pathology archives. MRP2 expression was evaluated using immunohistochemistry. We computed odds ratios (ORs) and 95% confidence intervals (95% CIs) associating MRP2 expression (positive vs. none) with breast cancer recurrence in conditional logistic regression models. We compared MRP2 expression in paired primary- and recurrent tumors. RESULTS MRP2 expression was more prevalent in the ER+/TAM + group, than in the ER-/TAM - group. No predictive utility of MRP2 for breast cancer recurrence was found in the ER+/TAM + group (ORadj = 0.96, 95% CI 0.70, 1.33). Further, no prognostic utility was found in the ER-/TAM - group (ORadj = 0.81, 95% CI 0.53, 1.23). MRP2 expression was not increased in recurrent versus primary tumors. CONCLUSIONS MRP2 expression is neither a predictive marker of tamoxifen effectiveness nor a prognostic marker in breast cancer.
Collapse
Affiliation(s)
- Cathrine F. Hjorth
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus, Denmark
| | - Anja S. Nielsen
- Department of Pathology, Aarhus University Hospital, Aarhus, Denmark
| | - Henrik T. Sørensen
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus, Denmark
| | - Timothy L. Lash
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus, Denmark
- Department of Epidemiology, Rollins School of Public Health, and Winship Cancer Institute, Emory University, Atlanta, USA
| | - Per Damkier
- Institute of Clinical Research, University of Southern Denmark, Odense, Denmark
- Department of Clinical Biochemistry and Pharmacology, Odense University Hospital, Odense, Denmark
| | | | | |
Collapse
|