1
|
Atiomo W, Alqutami F, Albasha S, Hachim M. Deciphering the Role of Insulin-Like Growth Factor 1 in Endometrial Cancer in Patients With Polycystic Ovary Syndrome: Protocol for a Methodological Approach Using Cell Culture Experiments. JMIR Res Protoc 2023; 12:e48127. [PMID: 37988160 DOI: 10.2196/48127] [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: 04/12/2023] [Revised: 09/25/2023] [Accepted: 10/13/2023] [Indexed: 11/22/2023] Open
Abstract
BACKGROUND Endometrial cancer (EC) is the most common gynecological cancer in women globally. It is linked to increasing obesity rates and longer life spans. The molecular mechanisms leading to EC are unclear; however, women with polycystic ovary syndrome (PCOS) have a 3- to 5-fold increased EC risk. According to a pilot study conducted in the United Kingdom, insulin-like growth factor-1 (IGF-1) gene and protein were raised in the endometrium and blood of women with EC and PCOS, compared with those without PCOS (controls). Therefore, raised serum IGF-1 levels may contribute to an increased EC risk in women with PCOS, but it is necessary to test this hypothesis since not all studies have demonstrated this association. OBJECTIVE This study aims to investigate the role of IGF-1 in mediating EC risk in PCOS. This will be achieved by evaluating the proliferative effects of PCOS serum, IGF-1, and IGF-1 antagonist on human endometrial cancer 1-A and 1-B cell lines, with a comparison to controls (using serum from women without PCOS and cell culture media). The study will also identify differentially expressed genes and pathways activated by various treatments. METHODS We intend to recruit 20 women with PCOS and 20 women without PCOS for this cross-sectional study. All experiments will be carried out 4 times to ensure consistency. We will perform transcriptomic and phosphoproteomic profiling to identify differentially expressed genes and phosphoproteins between different treatments using RNA sequencing and phosphoproteomics. We will also perform bioinformatics pathway analysis to identify whether any unique collection of genes or phosphoproteins explains increased EC risk in PCOS. The primary outcome measure will be the cell proliferation (growth) difference measured by cell index values. Our protocol stands out due to its unique approach; no previous study has used this approach to investigate the oncogenic effect of serum from women with PCOS. Additionally, no previous study has considered the differential mutations of genes related to the insulin signaling pathway across various types of human EC cell lines and the potential impact of these variations on their experimental findings. RESULTS Participants are currently being recruited. It is expected that preliminary findings suitable for analysis and publication will be available by the summer of 2024. CONCLUSIONS Although we currently do not have any results to report, sharing our protocol at this stage will aid in research collaboration, provide an opportunity for early feedback, and help reduce duplication of effort by other research groups. The findings of our study will have broader implications. A deeper understanding of the mechanisms underlying the regulation of the IGF system in PCOS and EC will improve our ability to develop effective treatment modalities for EC and will be a vital step toward reducing EC in women globally. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/48127.
Collapse
Affiliation(s)
- William Atiomo
- College of Medicine, Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates
| | - Fatma Alqutami
- College of Medicine, Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates
| | - Sara Albasha
- College of Medicine, Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates
| | - Mahmood Hachim
- College of Medicine, Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates
| |
Collapse
|
2
|
Luo JY, Shen SQ, Xu HJ, Yang JS, Ma WM. The transcription factor masculinizer in sexual differentiation and achieved full functional sex reversal in prawn. iScience 2023; 26:106968. [PMID: 37534170 PMCID: PMC10391606 DOI: 10.1016/j.isci.2023.106968] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 04/08/2023] [Accepted: 05/23/2023] [Indexed: 08/04/2023] Open
Abstract
Some Zinc finger (ZnF) proteins are required for masculinization in silkworms. In the present study, a masculinizer gene (Mr-Masc) with multi-tissue expression is identified in the freshwater prawn Macrobrachium rosenbergii. The Mr-Masc is clustered into a separate branch with ZnF proteins from decapoda by phylogenetic tree analysis. Moreover, Mr-Masc silencing in male postlarvae prawn results in functional sex reversal females known as neo-females, which are applied to all-male monosex offspring breeding. This manipulation has been significant in sexually dimorphic cultured species. In addition, several significantly expressed transcripts are enriched and the effects of crucial signal pathways are focused through the comparative transcriptomic analysis in Mr-Masc gene knockdown. The significantly differentially expressed epidermal growth factor, upregulated low-density lipoprotein receptor, flotillin, and sex-lethal unigenes, downregulated heat shock proteins and forkhead box homologs are focused. The finding offers an innovative perspective on Masc proteins' evolution and physiological function.
Collapse
Affiliation(s)
- Jing-Yu Luo
- College of Biological and Environmental Sciences, Zhejiang Wanli University, Ningbo, Zhejiang 315100, People’s Republic of China
| | - Shuai-Qi Shen
- College of Biological and Environmental Sciences, Zhejiang Wanli University, Ningbo, Zhejiang 315100, People’s Republic of China
- College of Life Sciences, Zhejiang University, Zijingang Campus, Hangzhou, Zhejiang 310058, People’s Republic of China
| | - Hai-Jing Xu
- College of Biological and Environmental Sciences, Zhejiang Wanli University, Ningbo, Zhejiang 315100, People’s Republic of China
| | - Jin-Shu Yang
- College of Life Sciences, Zhejiang University, Zijingang Campus, Hangzhou, Zhejiang 310058, People’s Republic of China
| | - Wen-Ming Ma
- College of Biological and Environmental Sciences, Zhejiang Wanli University, Ningbo, Zhejiang 315100, People’s Republic of China
| |
Collapse
|
3
|
Golara A, Kozłowski M, Guzik P, Kwiatkowski S, Cymbaluk-Płoska A. The Role of Selenium and Manganese in the Formation, Diagnosis and Treatment of Cervical, Endometrial and Ovarian Cancer. Int J Mol Sci 2023; 24:10887. [PMID: 37446063 DOI: 10.3390/ijms241310887] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Revised: 06/22/2023] [Accepted: 06/27/2023] [Indexed: 07/15/2023] Open
Abstract
Selenium (Se) and manganese (Mn) are essential micronutrients that are important elements of cell metabolism. They are involved in the composition of enzyme systems and regulate enzyme activity. Disturbances in the homeostasis of these micronutrients affect the development of many diseases and carcinogenesis, which can be linked to increased levels of oxidative stress and impaired antioxidant properties of many enzymes. Selenium has a very important function in maintaining immune-endocrine, metabolic and cellular homeostasis. Manganese, on the other hand, is important in development, digestion, reproduction, antioxidant defense, energy production, immune response and regulation of neuronal activity. We review the role of selenium and manganese and their effects on tumor growth, metastasis potential and remodeling of the microenvironment. We also describe their role as potential biomarkers in the diagnosis and the potential for the use of Se- and Mn-containing compounds in composition for the treatment of cancer of the reproductive organs.
Collapse
Affiliation(s)
- Anna Golara
- Department of Reconstructive Surgery and Gynecological Oncology, Pomeranian Medical University in Szczecin, Al. Powstańców Wielkopolskich 72, 70-111 Szczecin, Poland
| | - Mateusz Kozłowski
- Department of Reconstructive Surgery and Gynecological Oncology, Pomeranian Medical University in Szczecin, Al. Powstańców Wielkopolskich 72, 70-111 Szczecin, Poland
| | - Paweł Guzik
- Clinical Department of Gynecology and Obstetrics, City Hospital, 35-241 Rzeszów, Poland
| | - Sebastian Kwiatkowski
- Department of Obstetrics and Gynecology, Pomeranian Medical University in Szczecin, Al. Powstańców Wielkopolskich 72, 70-111 Szczecin, Poland
| | - Aneta Cymbaluk-Płoska
- Department of Reconstructive Surgery and Gynecological Oncology, Pomeranian Medical University in Szczecin, Al. Powstańców Wielkopolskich 72, 70-111 Szczecin, Poland
| |
Collapse
|
4
|
Rani S, Chandna P. Multiomics Analysis-Based Biomarkers in Diagnosis of Polycystic Ovary Syndrome. Reprod Sci 2023; 30:1-27. [PMID: 35084716 PMCID: PMC10010205 DOI: 10.1007/s43032-022-00863-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2021] [Accepted: 01/20/2022] [Indexed: 01/06/2023]
Abstract
Polycystic ovarian syndrome is an utmost communal endocrine, psychological, reproductive, and metabolic disorder that occurs in women of reproductive age with extensive range of clinical manifestations. This may even lead to long-term multiple morbidities including obesity, diabetes mellitus, insulin resistance, cardiovascular disease, infertility, cerebrovascular diseases, and ovarian and endometrial cancer. Women affliction from PCOS in midst assemblage of manifestations allied with menstrual dysfunction and androgen exorbitance, which considerably affects eminence of life. PCOS is recognized as a multifactorial disorder and systemic syndrome in first-degree family members; therefore, the etiology of PCOS syndrome has not been copiously interpreted. The disorder of PCOS comprehends numerous allied health conditions and has influenced various metabolic processes. Due to multifaceted pathophysiology engaging several pathways and proteins, single genetic diagnostic tests cannot be supportive to determine in straight way. Clarification of cellular and biochemical pathways and various genetic players underlying PCOS could upsurge our consideration of pathophysiology of this syndrome. It is requisite to know pathophysiological relationship between biomarker and their reflection towards PCOS disease. Biomarkers deliver vibrantly and potent ways to apprehend the spectrum of PCOS with applications in screening, diagnosis, characterization, and monitoring. This paper relies on the endeavor to point out many candidates as potential biomarkers based on omics technologies, thus highlighting correlation between PCOS disease with innovative technologies. Therefore, the objective of existing review is to encapsulate more findings towards cutting-edge advances in prospective use of biomarkers for PCOS disease. Discussed biomarkers may be fruitful in guiding therapies, addressing disease risk, and predicting clinical outcomes in future.
Collapse
Affiliation(s)
- Shikha Rani
- Department of Biophysics, University of Delhi, South Campus, Benito Juarez Road, New Delhi , 110021, India.
| | - Piyush Chandna
- Natdynamics Biosciences Confederation, Gurgaon, Haryana, 122001, India
| |
Collapse
|
5
|
Chung YK, Kim JJ, Hong MA, Hwang KR, Chae SJ, Yoon SH, Choi YM. Association Between Polycystic Ovary Syndrome and the Polymorphisms of Aryl Hydrocarbon Receptor Repressor, Glutathione-S-transferase T1, and Glutathione-S-transferase M1 Genes. Gynecol Endocrinol 2021; 37:558-561. [PMID: 33124502 DOI: 10.1080/09513590.2020.1832066] [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] [Indexed: 10/23/2022] Open
Abstract
OBJECTIVE To investigate the association between the aryl hydrocarbon receptor repressor (AhRR) C/G polymorphisms and glutathione-S-transferase M1 (GSTM1) and GSTT1 null mutation and the risk of polycystic ovary syndrome (PCOS) in Korean women. METHODS This was a case-control study of 478 women with PCOS and 376 aged-matched healthy controls. Genotyping of the AhRR C/G polymorphism and GSTM1 and GSTT1 were performed using real-time PCR analysis and multiplex PCR, respectively. RESULTS The genotype distribution of the AhRR C/G polymorphisms and GSTM1/GSTT1 null mutations did not differ between women with PCOS and controls. Using the wild-type combined AhRR CC and GSTT1 present genotype as a reference, the odds that a woman had PCOS were 1.54 (95% CIs 1.04-2.29) times higher if she had a combined AhRR CG or GG and GSTT1 null genotype. The odds that a woman had PCOS was 1.48 (95% CIs 1.08-2.04) times higher if she had a combined GSTM1/GSTT1 null genotype compared with the wild-type combined GSTM1/GSTT1 present genotype. However, there were no significant associations between the risk of PCOS and any combined AhRR and GSTM1. CONCLUSIONS Our data suggest that a combined AhRR CG or GG and GSTT1 null genotype or a combined GSTT1/GSTM1 null genotype might be associated with an increased risk of PCOS.
Collapse
Affiliation(s)
- Youn Kyung Chung
- Department of Obstetrics and Gynecology, National Cancer Center, Goyang, Korea
| | - Jin Ju Kim
- Department of Obstetrics and Gynecology, Seoul National University College of Medicine, Seoul, Korea
- Department of Obstetrics and Gynecology, Healthcare System Gangnam Center, Seoul National University Hospital, Seoul, Korea
- The Institute of Reproductive Medicine and Population, Medical Research Center, Seoul National University College of Medicine, Seoul, Korea
| | - Min A Hong
- Department of Obstetrics and Gynecology, Seoul National University College of Medicine, Seoul, Korea
| | - Kyu Ri Hwang
- Department of Obstetrics and Gynecology, Seoul National University College of Medicine, Seoul, Korea
- Department of Obstetrics and Gynecology, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul, Korea
| | - Soo Jin Chae
- Department of Obstetrics and Gynecology, IORA Fertility Clinic, Suwon, Korea
| | - Sang Ho Yoon
- Department of Obstetrics and Gynecology, IORA Fertility Clinic, Suwon, Korea
| | - Young Min Choi
- Department of Obstetrics and Gynecology, Seoul National University College of Medicine, Seoul, Korea
- The Institute of Reproductive Medicine and Population, Medical Research Center, Seoul National University College of Medicine, Seoul, Korea
| |
Collapse
|
6
|
Yumiceba V, López-Cortés A, Pérez-Villa A, Yumiseba I, Guerrero S, García-Cárdenas JM, Armendáriz-Castillo I, Guevara-Ramírez P, Leone PE, Zambrano AK, Paz-y-Miño C. Oncology and Pharmacogenomics Insights in Polycystic Ovary Syndrome: An Integrative Analysis. Front Endocrinol (Lausanne) 2020; 11:585130. [PMID: 33329391 PMCID: PMC7729301 DOI: 10.3389/fendo.2020.585130] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/20/2020] [Accepted: 10/05/2020] [Indexed: 12/12/2022] Open
Abstract
Polycystic ovary syndrome (PCOS) is a heterogeneous endocrine disorder characterized by hyperandrogenism, ovulatory dysfunction, and polycystic ovaries. Epidemiological findings revealed that women with PCOS are prone to develop certain cancer types due to their shared metabolic and endocrine abnormalities. However, the mechanism that relates PCOS and oncogenesis has not been addressed. Herein, in this review article the genomic status, transcriptional and protein profiles of 264 strongly PCOS related genes (PRG) were evaluated in endometrial cancer (EC), ovarian cancer (OV) and breast cancer (BC) exploring oncogenic databases. The genomic alterations of PRG were significantly higher when compared with a set of non-diseases genes in all cancer types. PTEN had the highest number of mutations in EC, TP53, in OC, and FSHR, in BC. Based on clinical data, women older than 50 years and Black or African American females carried the highest ratio of genomic alterations among all cancer types. The most altered signaling pathways were p53 in EC and OC, while Fc epsilon RI in BC. After evaluating PRG in normal and cancer tissue, downregulation of the differentially expressed genes was a common feature. Less than 30 proteins were up and downregulated in all cancer contexts. We identified 36 highly altered genes, among them 10 were shared between the three cancer types analyzed, which are involved in the cell proliferation regulation, response to hormone and to endogenous stimulus. Despite limited PCOS pharmacogenomics studies, 10 SNPs are reported to be associated with drug response. All were missense mutations, except for rs8111699, an intronic variant characterized as a regulatory element and presumably binding site for transcription factors. In conclusion, in silico analysis revealed key genes that might participate in PCOS and oncogenesis, which could aid in early cancer diagnosis. Pharmacogenomics efforts have implicated SNPs in drug response, yet still remain to be found.
Collapse
Affiliation(s)
- Verónica Yumiceba
- Centro de Investigación Genética y Genómica, Facultad de Ciencias de la Salud Eugenio Espejo, Universidad UTE, Quito, Ecuador
| | - Andrés López-Cortés
- Centro de Investigación Genética y Genómica, Facultad de Ciencias de la Salud Eugenio Espejo, Universidad UTE, Quito, Ecuador
- Latin American Network for the Implementation and Validation of Clinical Pharmacogenomics Guidelines (RELIVAF-CYTED), Madrid, Spain
| | - Andy Pérez-Villa
- Centro de Investigación Genética y Genómica, Facultad de Ciencias de la Salud Eugenio Espejo, Universidad UTE, Quito, Ecuador
| | - Iván Yumiseba
- Centro de Atención Ambulatorio, Hospital del Día El Batán, Instituto Ecuatoriano de Seguridad Social (IESS), Quito, Ecuador
| | - Santiago Guerrero
- Centro de Investigación Genética y Genómica, Facultad de Ciencias de la Salud Eugenio Espejo, Universidad UTE, Quito, Ecuador
| | - Jennyfer M. García-Cárdenas
- Centro de Investigación Genética y Genómica, Facultad de Ciencias de la Salud Eugenio Espejo, Universidad UTE, Quito, Ecuador
| | - Isaac Armendáriz-Castillo
- Centro de Investigación Genética y Genómica, Facultad de Ciencias de la Salud Eugenio Espejo, Universidad UTE, Quito, Ecuador
| | - Patricia Guevara-Ramírez
- Centro de Investigación Genética y Genómica, Facultad de Ciencias de la Salud Eugenio Espejo, Universidad UTE, Quito, Ecuador
| | - Paola E. Leone
- Centro de Investigación Genética y Genómica, Facultad de Ciencias de la Salud Eugenio Espejo, Universidad UTE, Quito, Ecuador
| | - Ana Karina Zambrano
- Centro de Investigación Genética y Genómica, Facultad de Ciencias de la Salud Eugenio Espejo, Universidad UTE, Quito, Ecuador
| | - César Paz-y-Miño
- Centro de Investigación Genética y Genómica, Facultad de Ciencias de la Salud Eugenio Espejo, Universidad UTE, Quito, Ecuador
| |
Collapse
|
7
|
Cisplatin Protein Binding Partners and Their Relevance for Platinum Drug Sensitivity. Cells 2020; 9:cells9061322. [PMID: 32466394 PMCID: PMC7349790 DOI: 10.3390/cells9061322] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Revised: 05/21/2020] [Accepted: 05/22/2020] [Indexed: 12/24/2022] Open
Abstract
Cisplatin is a widely used drug in the treatment of various solid tumors, such as ovarian cancer. However, while the acquired resistance significantly limits the success of therapy, some tumors, such as colorectal cancer, are intrinsically insensitive to cisplatin. Only a small amount of intracellular platinum binds to the target—genomic DNA. The fate of the remaining drug is largely obscure. This work aimed to identify the cytosolic protein binding partners of cisplatin in ovarian and colorectal cancer cells and to evaluate their relevance for cell sensitivity to cisplatin and oxaliplatin. Using the fluorescent cisplatin analog BODIPY-cisplatin, two-dimensional gel electrophoresis, and mass spectrometry, we identified the protein binding partners in A2780 and cisplatin-resistant A2780cis ovarian carcinoma, as well as in HCT-8 and oxaliplatin-resistant HCT-8ox colorectal cell lines. Vimentin, only identified in ovarian cancer cells; growth factor receptor-bound protein 2, only identified in colorectal cancer cells; and glutathione-S-transferase π, identified in all four cell lines, were further investigated. The effect of pharmacological inhibition and siRNA-mediated knockdown on cytotoxicity was studied to assess the relevance of these binding partners. The silencing of glutathione-S-transferase π significantly sensitized intrinsically resistant HCT-8 and HCT-8ox cells to cisplatin, suggesting a possible involvement of the protein in the resistance of colorectal cancer cells to the drug. The inhibition of vimentin with FiVe1 resulted in a significant sensitization of A2780 and A2780cis cells to cisplatin, revealing new possibilities for improving the chemosensitivity of ovarian cancer cells.
Collapse
|
8
|
Janacova L, Faktor J, Capkova L, Paralova V, Pospisilova A, Podhorec J, Ebhardt HA, Hrstka R, Nenutil R, Aebersold R, Bouchal P. SWATH-MS Analysis of FFPE Tissues Identifies Stathmin as a Potential Marker of Endometrial Cancer in Patients Exposed to Tamoxifen. J Proteome Res 2020; 19:2617-2630. [PMID: 32343582 DOI: 10.1021/acs.jproteome.0c00064] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
A specific form of endometrial cancer (EC) can develop in breast cancer patients previously treated with tamoxifen (ET), an antagonist of estrogen receptor (ER) that inhibits proliferation of ER positive breast cancer. ET tumors have a different phenotype than endometrial tumors, which typically develop de novo without previous exposure to tamoxifen (EN). Here we aimed to identify specific protein markers that could serve as specific molecular targets in either phenotype. A set of total 45 formalin-fixed paraffin-embedded (FFPE) endometrial tumor tissues and adjacent myometrium tissue samples were analyzed using LC-MS/MS in SWATH-MS mode. We found that calcyphosin (CAPS) levels were elevated in EN tumors compared to ET tumors. The higher CAPS level in EC tissue invading to myometrium supports its relationship to EC aggressiveness. Further, stathmin (STMN1) levels were found significantly elevated in ET versus EN tumors and significantly associated with patient survival. This finding connects elevated levels of this cell cycle regulating, proliferation-associated protein with tamoxifen exposure. In summary, using SWATH-MS we show that CAPS and STMN1 should be recognized as clinicopathologically different EC markers of which STMN1 is specifically connected with a previous tamoxifen exposition.
Collapse
Affiliation(s)
- Lucia Janacova
- Department of Biochemistry, Faculty of Science, Masaryk University, 62500 Brno, Czech Republic
| | - Jakub Faktor
- Regional Centre for Applied Molecular Oncology, Masaryk Memorial Cancer Institute, 65653 Brno, Czech Republic
| | - Lenka Capkova
- Department of Biochemistry, Faculty of Science, Masaryk University, 62500 Brno, Czech Republic
| | - Vendula Paralova
- Department of Biochemistry, Faculty of Science, Masaryk University, 62500 Brno, Czech Republic
| | - Anna Pospisilova
- Department of Biochemistry, Faculty of Science, Masaryk University, 62500 Brno, Czech Republic
| | - Jan Podhorec
- Regional Centre for Applied Molecular Oncology, Masaryk Memorial Cancer Institute, 65653 Brno, Czech Republic.,Department of Comprehensive Cancer Care, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Holger Alexander Ebhardt
- Department of Biology, Institute of Molecular Systems Biology, Swiss Federal Institute for Technology (ETH) Zurich, Zurich, Switzerland.,Systems Biology Ireland, University College Dublin, Dublin, Ireland
| | - Roman Hrstka
- Regional Centre for Applied Molecular Oncology, Masaryk Memorial Cancer Institute, 65653 Brno, Czech Republic
| | - Rudolf Nenutil
- Regional Centre for Applied Molecular Oncology, Masaryk Memorial Cancer Institute, 65653 Brno, Czech Republic
| | - Ruedi Aebersold
- Department of Biology, Institute of Molecular Systems Biology, Swiss Federal Institute for Technology (ETH) Zurich, Zurich, Switzerland.,Faculty of Science, University of Zurich, Zurich, Switzerland
| | - Pavel Bouchal
- Department of Biochemistry, Faculty of Science, Masaryk University, 62500 Brno, Czech Republic
| |
Collapse
|
9
|
Troisi J, Cinque C, Giugliano L, Symes S, Richards S, Adair D, Cavallo P, Sarno L, Scala G, Caiazza M, Guida M. Metabolomic change due to combined treatment with myo-inositol, D-chiro-inositol and glucomannan in polycystic ovarian syndrome patients: a pilot study. J Ovarian Res 2019; 12:25. [PMID: 30904021 PMCID: PMC6431025 DOI: 10.1186/s13048-019-0500-x] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2018] [Accepted: 03/07/2019] [Indexed: 02/08/2023] Open
Abstract
Background Polycystic ovarian syndrome (PCOS) is a highly variable syndrome and one of the most common female endocrine disorders. Although the association inositols-glucomannan may represent a good therapeutic strategy in the treatment of PCOS women with insulin resistance, the effect of inositols on the metabolomic profile of these women has not been described yet. Results Fifteen PCOS-patients and 15 controls were enrolled. Patients were treated with myo-inositol (1.75 g/day), D-chiro-inositol (0.25 g/day) and glucomannan (4 g/day) for 3 months. Blood concentrations of glucose, insulin, triglycerides and cholesterol, and ovary volumes and antral follicles count, as well as metabolomic profiles, were evaluated for control subjects and for cases before and after treatment. PCOS-patients had higher BMI compared with Controls, BMI decreased significantly after 3 months of treatment although it remained significantly higher compared to controls. 3-methyl-1-hydroxybutyl-thiamine-diphosphate, valine, phenylalanine, ketoisocapric, linoleic, lactic, glyceric, citric and palmitic acid, glucose, glutamine, creatinine, arginine, choline and tocopherol emerged as the most relevant metabolites for distinguishing cases from controls. Conclusion Our pilot study has identified a complex network of serum molecules that appear to be correlated with PCOS, and with a combined treatment with inositols and glucomannan. Trial registration ClinicalTial.gov, NCT03608813. Registered 1st August 2018 - Retrospectively registered, . Electronic supplementary material The online version of this article (10.1186/s13048-019-0500-x) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Jacopo Troisi
- Department of Medicine, Surgery and Dentistry, "Scuola Medica Salernitana", University of Salerno, Baronissi, SA, Italy. .,Theoreo srl, Via degli Ulivi 3, 84090, Montecorvino Pugliano, SA, Italy. .,European Biomedical Research Institute of Salerno (EBRIS), Via S. de Renzi, 3, 84125, Salerno, SA, Italy.
| | - Claudia Cinque
- Department of Medicine, Surgery and Dentistry, "Scuola Medica Salernitana", University of Salerno, Baronissi, SA, Italy
| | - Luigi Giugliano
- Department of Medicine, Surgery and Dentistry, "Scuola Medica Salernitana", University of Salerno, Baronissi, SA, Italy
| | - Steven Symes
- Department of Chemistry and Physics, University of Tennessee at Chattanooga, 615 McCallie Ave., Chattanooga, TN, 37403, USA.,Department of Obstetrics and Gynecology, University of Tennessee College of Medicine, Chattanooga, TN, USA
| | - Sean Richards
- Department of Obstetrics and Gynecology, University of Tennessee College of Medicine, Chattanooga, TN, USA.,Department of Biology, Geology and Environmental Sciences, University of Tennessee at Chattanooga, 615 McCallie Ave., Chattanooga, TN, 37403, USA
| | - David Adair
- Department of Obstetrics and Gynecology, University of Tennessee College of Medicine, Chattanooga, TN, USA
| | - Pierpaolo Cavallo
- Department of Physics, University of Salerno, Fisciano, SA, Italy.,Istituto Sistemi Complessi - Consiglio Nazionale delle Ricerche, Rome, Italy
| | - Laura Sarno
- Department of Neurosciences and Reproductive and Dentistry Sciences, University of Naples Federico II, Naples, Italy
| | - Giovanni Scala
- Theoreo srl, Via degli Ulivi 3, 84090, Montecorvino Pugliano, SA, Italy.,Hosmotic srl, Via Raffale Bosco 78, 80069, Vico Equense, NA, Italy
| | - Maria Caiazza
- Azienda Sanitaria Locale, distretto sanitario 66, via Vernieri, 14, 84124, Salerno, SA, Italy
| | - Maurizio Guida
- Department of Medicine, Surgery and Dentistry, "Scuola Medica Salernitana", University of Salerno, Baronissi, SA, Italy.,Theoreo srl, Via degli Ulivi 3, 84090, Montecorvino Pugliano, SA, Italy
| |
Collapse
|
10
|
Jové M, Pradas I, Naudí A, Rovira-Llopis S, Bañuls C, Rocha M, Portero-Otin M, Hernández-Mijares A, Victor VM, Pamplona R. Lipidomics reveals altered biosynthetic pathways of glycerophospholipids and cell signaling as biomarkers of the polycystic ovary syndrome. Oncotarget 2017; 9:4522-4536. [PMID: 29435121 PMCID: PMC5796992 DOI: 10.18632/oncotarget.23393] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2017] [Accepted: 12/04/2017] [Indexed: 01/12/2023] Open
Abstract
Purpose In this work, a non-targeted approach was used to unravel changes in the plasma lipidome of PCOS patients. The aim is to offer new insights in PCOS patients strictly selected in order to avoid confounding factors such as dyslipemia, obesity, altered glucose/insulin metabolism, cardiovascular disease, or cancer. Results Multivariate statistics revealed a specific lipidomic signature for PCOS patients without associated pathologies. This signature implies changes, mainly by down-regulation, in glycerolipid, glycerophospholipid and sphingolipid metabolism suggesting an altered biosynthetic pathway of glycerophospholipids and cell signaling as second messengers in women with PCOS. Conclusions Our study confirms that a lipidomic approach discriminates a specific phenotype from PCOS women without associated pathologies from healthy controls. Methods In a cross-sectional pilot study, data were obtained from 34 subjects, allocated to one of two groups: a) lean, healthy controls (n = 20), b) PCOS patients (n = 14) with diagnosis based on hyperandrogenaemia, oligo-anovulation and abnormal ovaries with small follicular cysts. A detailed biochemical characterization was made and lipidomic profiling was performed via an untargeted approach using LC-ESI-QTOF MS/MS.
Collapse
Affiliation(s)
- Mariona Jové
- Department of Experimental Medicine, Lleida University-Institute for Research in Biomedicine of Lleida (UdL-IRBLleida), 25198 Lleida, Spain
| | - Irene Pradas
- Department of Experimental Medicine, Lleida University-Institute for Research in Biomedicine of Lleida (UdL-IRBLleida), 25198 Lleida, Spain
| | - Alba Naudí
- Department of Experimental Medicine, Lleida University-Institute for Research in Biomedicine of Lleida (UdL-IRBLleida), 25198 Lleida, Spain
| | - Susana Rovira-Llopis
- Foundation for the Promotion of Healthcare and Biomedical Research in the Valencian Community (FISABIO), Service of Endocrinology, University Hospital Dr. Peset, 46017 Valencia, Spain
| | - Celia Bañuls
- Foundation for the Promotion of Healthcare and Biomedical Research in the Valencian Community (FISABIO), Service of Endocrinology, University Hospital Dr. Peset, 46017 Valencia, Spain
| | - Milagros Rocha
- Foundation for the Promotion of Healthcare and Biomedical Research in the Valencian Community (FISABIO), Service of Endocrinology, University Hospital Dr. Peset, 46017 Valencia, Spain
| | - Manuel Portero-Otin
- Department of Experimental Medicine, Lleida University-Institute for Research in Biomedicine of Lleida (UdL-IRBLleida), 25198 Lleida, Spain
| | - Antonio Hernández-Mijares
- Foundation for the Promotion of Healthcare and Biomedical Research in the Valencian Community (FISABIO), Service of Endocrinology, University Hospital Dr. Peset, 46017 Valencia, Spain.,Fundación Investigación Hospital Clínico Universitario/INCLIVA, Valencia University, 46010 Valencia, Spain.,Department of Medicine, Valencia University, 46010 Valencia, Spain
| | - Victor M Victor
- Foundation for the Promotion of Healthcare and Biomedical Research in the Valencian Community (FISABIO), Service of Endocrinology, University Hospital Dr. Peset, 46017 Valencia, Spain.,Department of Physiology, Valencia University, 46010 Valencia, Spain
| | - Reinald Pamplona
- Department of Experimental Medicine, Lleida University-Institute for Research in Biomedicine of Lleida (UdL-IRBLleida), 25198 Lleida, Spain
| |
Collapse
|
11
|
Atiomo W, Shafiee MN, Chapman C, Metzler VM, Abouzeid J, Latif A, Chadwick A, Kitson S, Sivalingam VN, Stratford IJ, Rutland CS, Persson JL, Ødum N, Fuentes‐Utrilla P, Jeyapalan JN, Heery DM, Crosbie EJ, Mongan NP. Expression of NAD(P)H quinone dehydrogenase 1 (NQO1) is increased in the endometrium of women with endometrial cancer and women with polycystic ovary syndrome. Clin Endocrinol (Oxf) 2017; 87:557-565. [PMID: 28748640 PMCID: PMC5697576 DOI: 10.1111/cen.13436] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2017] [Revised: 05/11/2017] [Accepted: 07/24/2017] [Indexed: 01/28/2023]
Abstract
OBJECTIVE Women with a prior history of polycystic ovary syndrome (PCOS) have an increased risk of endometrial cancer (EC). AIM To investigate whether the endometrium of women with PCOS possesses gene expression changes similar to those found in EC. DESIGN AND METHODS Patients with EC, PCOS and control women unaffected by either PCOS or EC were recruited into a cross-sectional study at the Nottingham University Hospital, UK. For RNA sequencing, representative individual endometrial biopsies were obtained from women with EC, PCOS and a woman unaffected by PCOS or EC. Expression of a subset of differentially expressed genes identified by RNA sequencing, including NAD(P)H quinone dehydrogenase 1 (NQO1), was validated by quantitative reverse transcriptase PCR validation (n = 76) and in the cancer genome atlas UCEC (uterine corpus endometrioid carcinoma) RNA sequencing data set (n = 381). The expression of NQO1 was validated by immunohistochemistry in EC samples from a separate cohort (n = 91) comprised of consecutive patients who underwent hysterectomy at St Mary's Hospital, Manchester, between 2011 and 2013. A further 6 postmenopausal women with histologically normal endometrium who underwent hysterectomy for genital prolapse were also included. Informed consent and local ethics approval were obtained for the study. RESULTS We show for the first that NQO1 expression is significantly increased in the endometrium of women with PCOS and EC. Immunohistochemistry confirms significantly increased NQO1 protein expression in EC relative to nonmalignant endometrial tissue (P < .0001). CONCLUSIONS The results obtained here support a previously unrecognized molecular link between PCOS and EC involving NQO1.
Collapse
Affiliation(s)
- William Atiomo
- Faculty of Medicine and Health SciencesDivision of Obstetrics and Gynaecology and Child HealthSchool of MedicineQueen's Medical CentreNottingham University HospitalNottinghamUK
| | - Mohamad Nasir Shafiee
- Faculty of Medicine and Health SciencesDivision of Obstetrics and Gynaecology and Child HealthSchool of MedicineQueen's Medical CentreNottingham University HospitalNottinghamUK
- Faculty of MedicineDepartment Obstetrics and GynaecologyUKM Medical CentreCherasKuala LumpurMalaysia
| | - Caroline Chapman
- Faculty of Medicine and Health SciencesDivision of Obstetrics and Gynaecology and Child HealthSchool of MedicineQueen's Medical CentreNottingham University HospitalNottinghamUK
| | - Veronika M. Metzler
- Faculty of Medicine and Health SciencesSchool of Veterinary Medicine and ScienceUniversity of NottinghamNottinghamUK
| | - Jad Abouzeid
- Faculty of Medicine and Health SciencesSchool of Veterinary Medicine and ScienceUniversity of NottinghamNottinghamUK
| | - Ayşe Latif
- Faculty of Biology, Medicine and HealthDivision of Pharmacy and OptometrySchool of Health SciencesUniversity of ManchesterManchesterUK
| | - Amy Chadwick
- Faculty of BiologyDivision of Molecular & Clinical Cancer SciencesMedicine and HealthUniversity of ManchesterManchesterUK
| | - Sarah Kitson
- Faculty of BiologyDivision of Molecular & Clinical Cancer SciencesMedicine and HealthUniversity of ManchesterManchesterUK
- Department of Obstetrics and GynaecologyCentral Manchester University Hospitals NHS Foundation TrustManchester Academic Health Science CentreManchesterUK
- Manchester School of PharmacyUniversity of ManchesterManchesterUK
| | - Vanitha N. Sivalingam
- Faculty of BiologyDivision of Molecular & Clinical Cancer SciencesMedicine and HealthUniversity of ManchesterManchesterUK
- Department of Obstetrics and GynaecologyCentral Manchester University Hospitals NHS Foundation TrustManchester Academic Health Science CentreManchesterUK
- Manchester School of PharmacyUniversity of ManchesterManchesterUK
| | - Ian J. Stratford
- Faculty of Biology, Medicine and HealthDivision of Pharmacy and OptometrySchool of Health SciencesUniversity of ManchesterManchesterUK
| | - Catrin S. Rutland
- Faculty of Medicine and Health SciencesSchool of Veterinary Medicine and ScienceUniversity of NottinghamNottinghamUK
| | - Jenny L. Persson
- Clinical Research CenterLund UniversityMalmöSweden
- Department of Molecular BologyUmeå UniversityUmeåSweden
| | - Niels Ødum
- Department of Immunology and MicrobiologyUniversity of CopenhagenKobenhavnDenmark
| | | | - Jennie N. Jeyapalan
- Faculty of Medicine and Health SciencesSchool of Veterinary Medicine and ScienceUniversity of NottinghamNottinghamUK
| | | | - Emma J. Crosbie
- Faculty of BiologyDivision of Molecular & Clinical Cancer SciencesMedicine and HealthUniversity of ManchesterManchesterUK
- Department of Obstetrics and GynaecologyCentral Manchester University Hospitals NHS Foundation TrustManchester Academic Health Science CentreManchesterUK
- Manchester School of PharmacyUniversity of ManchesterManchesterUK
| | - Nigel P. Mongan
- Faculty of Medicine and Health SciencesSchool of Veterinary Medicine and ScienceUniversity of NottinghamNottinghamUK
- Department of PharmacologyWeill Cornell MedicineNew YorkNYUSA
| |
Collapse
|
12
|
Shafiee MN, Seedhouse C, Mongan N, Chapman C, Deen S, Abu J, Atiomo W. Up-regulation of genes involved in the insulin signalling pathway (IGF1, PTEN and IGFBP1) in the endometrium may link polycystic ovarian syndrome and endometrial cancer. Mol Cell Endocrinol 2016; 424:94-101. [PMID: 26802879 DOI: 10.1016/j.mce.2016.01.019] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2015] [Revised: 01/19/2016] [Accepted: 01/20/2016] [Indexed: 11/24/2022]
Abstract
BACKGROUND Endometrial cancer (EC) is the most common gynaecological cancer amongst women in the UK. Although previous studies have found that women with polycystic ovary syndrome (PCOS) have at least a three-fold increase in endometrial cancer (EC) risk compared to women without PCOS, the precise molecular mechanisms which link between PCOS and EC remain unclear. It has been suggested that insulin resistance may contribute to the increased risk of EC in PCOS. The specific expression of genes related to the insulin-signalling pathway including the IGF system in the endometrium of women with PCOS has however never been measured and compared to that in women with EC without PCOS and control women without EC or PCOS. . OBJECTIVES To test the hypothesis that insulin signalling plays a key role in the development of EC in women with PCOS by measuring and comparing the expression of three key genes involved in the insulin signalling pathway (IGF1, PTEN and IGFBP1) in endometrial tissue obtained from three groups of women; PCOS without EC, women with EC without PCOS and non-PCOS women without EC (controls). We also aimed to determine the correlation between the gene expressions to various clinical variables among participants. METHODS This was a cross-sectional study of 102 women in 3 groups (PCOS, EC and controls) at a University teaching hospital in the United Kingdom. Clinical assessment (blood pressure, body mass index (BMI) and waist-hip-circumference ratio), venepuntures (fasting blood sugar, insulin, lipid profile, hormones) and endometrial tissue biopsies were taken in all participants. Endometrial tissue RNA extraction was performed before real time polymerase-chain-reaction for the genes of interest (IGF1, IGFBP1 and PTEN) was carried out. To compare the baseline characteristics of the study population, One-Way-ANOVA test or the Independent t-test was used. For variables that were not normally distributed, the Spearman correlation test was used to calculate the r value. A "p" value of <0.05 was considered statistically significant. RESULTS IGF1, IGFBP1 and PTEN gene expression were significantly up-regulated in the endometrium of PCOS and EC women compared to controls. However there was no significant difference in the expression of these genes in PCOS compared to EC endometrium. The BMI of women with PCOS and controls, were not significantly different (29.28 (± 2.91) vs 28.58 (± 2.62) kg/m(2)) respectively, women with EC however had a higher mean BMI (32.22 (± 5.70) kg/m(2)). PCOS women were younger (31.8 (± 5.97) years) than women with EC (63.44 (± 10.07) years) and controls (43.68 (± 13.12) years). The changes in gene expression were independent of BMI, waist hip ratio, estradiol and androgen levels. Protein validation test in the serum samples in the three groups were consistent with the gene findings. CONCLUSION Women with PCOS and EC have an increased endometrial expression of genes (IGF1, IGFBP1 and PTEN) involved in the insulin signalling pathway compared with control women. This may explain the increased risk of EC in PCOS women. This study provides a strong basis for clinical trials aiming to prevent EC in women with PCOS by investigating drugs targeting the insulin signalling pathway. This panel of genes may also serve as clinically useful early biomarkers which predict which women with PCOS will go on to develop EC.
Collapse
Affiliation(s)
- Mohamad Nasir Shafiee
- Division of Obstetrics and Gynaecology and Child Health, School of Medicine, Faculty of Medicine and Health Sciences, Queen's Medical Centre, Nottingham University Hospital, Derby Road, Nottingham, NG7 2UH, UK; Department of Obstetrics and Gynaecology, Universiti Kebangsaan Malaysia, Faculty of Medicine, Cheras, Kuala Lumpur, 56000, Malaysia.
| | - Claire Seedhouse
- Department of Haematology, Clinical Sciences Building, University of Nottingham, Hucknall Road, Nottingham, NG5 1PB, UK
| | - Nigel Mongan
- School of Veterinary Medicine and Science, University of Nottingham, LE12 5RD, UK
| | - Caroline Chapman
- Division of Medical Sciences and Graduate Entry Medicine, Faculty of Medicine and Health Sciences, University of Nottingham, NG5 1PB, UK
| | - Suha Deen
- Department of Pathology, Queen's Medical Centre, Nottingham University Hospital, Nottingham, NG7 2UH, UK
| | - Jafaru Abu
- Department of Obstetrics and Gynaecology, City Hospital, Nottingham University Hospital, Nottingham, NG5 1PB, UK
| | - William Atiomo
- Division of Obstetrics and Gynaecology and Child Health, School of Medicine, Faculty of Medicine and Health Sciences, Queen's Medical Centre, Nottingham University Hospital, Derby Road, Nottingham, NG7 2UH, UK
| |
Collapse
|
13
|
|
14
|
Luo X, Xu Q, James T, Davis JJ. Redox and Label-Free Array Detection of Protein Markers in Human Serum. Anal Chem 2014; 86:5553-8. [DOI: 10.1021/ac5010037] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Xiliang Luo
- Key
Laboratory of Biochemical Analysis, Ministry of Education, College
of Chemistry and Molecular Engineering, Qingdao University of Science and Technology, Qingdao 266042, China
- Department
of Chemistry, University of Oxford, Oxford OX1 3QZ, U.K
| | - Qiao Xu
- Department
of Chemistry, University of Oxford, Oxford OX1 3QZ, U.K
| | - Tim James
- Department
of Clinical Biochemistry, Oxford University Hospitals NHS Trust, Oxford OX3 9DU, U.K
| | - Jason J. Davis
- Department
of Chemistry, University of Oxford, Oxford OX1 3QZ, U.K
| |
Collapse
|
15
|
Zhao X, Xu F, Qi B, Hao S, Li Y, Li Y, Zou L, Lu C, Xu G, Hou L. Serum Metabolomics Study of Polycystic Ovary Syndrome Based on Liquid Chromatography–Mass Spectrometry. J Proteome Res 2014; 13:1101-11. [PMID: 24428203 DOI: 10.1021/pr401130w] [Citation(s) in RCA: 70] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Affiliation(s)
- Xinjie Zhao
- Key
Laboratory of Separation Science for Analytical Chemistry, Dalian
Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China
| | - Fang Xu
- Gynaecological
Clinic of First Affiliated Hospital, Heilongjiang University of Chinese Medicine, Harbin 150040, China
| | - Bing Qi
- Subsidiary
Dongfang Hospital, Beijing University of Chinese Medicine, Beijing 100078, China
| | - Songli Hao
- Gynaecological
Clinic of First Affiliated Hospital, Heilongjiang University of Chinese Medicine, Harbin 150040, China
| | - Yanjie Li
- Key
Laboratory of Separation Science for Analytical Chemistry, Dalian
Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China
| | - Yan Li
- Gynaecological
Clinic of First Affiliated Hospital, Heilongjiang University of Chinese Medicine, Harbin 150040, China
| | - Lihong Zou
- The First Affiliated Hospital of Medical University, Harbin 150001, China
| | - Caixia Lu
- Gynaecological
Clinic of First Affiliated Hospital, Heilongjiang University of Chinese Medicine, Harbin 150040, China
| | - Guowang Xu
- Key
Laboratory of Separation Science for Analytical Chemistry, Dalian
Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China
| | - Lihui Hou
- Gynaecological
Clinic of First Affiliated Hospital, Heilongjiang University of Chinese Medicine, Harbin 150040, China
| |
Collapse
|
16
|
Reviewing the molecular mechanisms which increase endometrial cancer (EC) risk in women with polycystic ovarian syndrome (PCOS): Time for paradigm shift? Gynecol Oncol 2013; 131:489-92. [DOI: 10.1016/j.ygyno.2013.06.032] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2013] [Revised: 06/20/2013] [Accepted: 06/24/2013] [Indexed: 11/21/2022]
|