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Kaur Jawanda I, Soni T, Kumari S, Prabha V. Deciphering the potential of proteomic-based biomarkers in women's reproductive diseases: empowering precision medicine in gynecology. Biomarkers 2024; 29:7-17. [PMID: 38252065 DOI: 10.1080/1354750x.2024.2308827] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 01/14/2024] [Indexed: 01/23/2024]
Abstract
CONTEXT Gynecological disorders represent a complex set of malignancies that result from a diverse array of molecular changes affecting the lives of over a million women worldwide. Ovarian, Endometrial, and Cervical cancers, Endometriosis, PCOS are the most prevalent ones that pose a grave threat to women's health. Proteomics has emerged as an invaluable tool for developing novel biomarkers, screening methods, and targeted therapeutic agents for gynecological disorders. Some of these biomarkers have been approved by the FDA, but regrettably, they have a constrained diagnostic accuracy in early-stage diagnosis as all of these biomarkers lack sensitivity and specificity. Lately, high-throughput proteomics technologies have made significant strides, allowing for identification of potential biomarkers with improved sensitivity and specificity. However, limited successes have been shown with translation of these discoveries into clinical practice. OBJECTIVE This review aims to provide a comprehensive overview of the current and potential protein biomarkers for gynecological cancers, endometriosis and PCOS, discusses recent advances and challenges, and highlights future directions for the field. CONCLUSION We propose that proteomics holds great promise as a powerful tool to revolutionize the fight against female reproductive diseases and can ultimately improve personalized patient outcomes in women's biomedicine.
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Affiliation(s)
| | - Thomson Soni
- Department of Microbiology, Panjab University, Chandigarh, India
| | - Seema Kumari
- Department of Microbiology, Panjab University, Chandigarh, India
| | - Vijay Prabha
- Department of Microbiology, Panjab University, Chandigarh, India
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Barr CE, Njoku K, Jones ER, Crosbie EJ. Serum CA125 and HE4 as Biomarkers for the Detection of Endometrial Cancer and Associated High-Risk Features. Diagnostics (Basel) 2022; 12:diagnostics12112834. [PMID: 36428894 PMCID: PMC9689358 DOI: 10.3390/diagnostics12112834] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Revised: 11/10/2022] [Accepted: 11/11/2022] [Indexed: 11/18/2022] Open
Abstract
Early detection of endometrial cancer improves survival. Non-invasive diagnostic biomarkers would improve triage of symptomatic women for investigations. This study aimed to determine the diagnostic accuracy of serum Cancer Antigen 125 (CA125) and Human Epididymis 4 (HE4) for endometrial cancer and associated high-risk features. Serum samples from women investigated for gynaecological symptoms or diagnosed with endometrial cancer were analysed for CA125 and HE4. Conventional diagnostic metrics were calculated. In total, 755 women were included; 397 had endometrial cancer. Serum CA125 and HE4 were significantly elevated in cases compared with controls (both p < 0.001), and with pathological markers of disease severity (p < 0.05). A combination of CA125 and HE4 detected endometrial cancer with an area under the curve (AUC) of 0.77 (95% CI: 0.74−0.81). In a model with body mass index (BMI) and parity, HE4 predicted endometrial cancer in pre-menopausal women with an AUC of 0.91 [sensitivity = 84.5%, specificity = 80.9% (p < 0.001)]. In women with abnormal ultrasound, HE4 ≥ 77 pmol/L improved specificity compared with imaging alone [68.6% (95% CI: 75.0−83.6) vs. 34.4% (95% CI: 27.1−42.3), respectively], but at a cost to sensitivity. HE4 ≥ 77 pmol/L improved the detection of myometrial invasion ≥50% in women with stage I disease compared with magnetic resonance imaging (MRI) alone [sensitivity = 100% (95% CI: 54.1−100)]. CA125 ≥ 35 U/mL did not add to imaging. HE4 is a good predictor of poor prognostic features which could assist staging investigations.
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Affiliation(s)
- Chloe E. Barr
- Manchester Academic Health Science Centre, Division of Gynaecology, Manchester NHS Foundation Trust, Manchester M13 9WL, UK
- Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester M13 9PL, UK
| | - Kelechi Njoku
- Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester M13 9PL, UK
| | - Eleanor R. Jones
- Manchester Academic Health Science Centre, Division of Gynaecology, Manchester NHS Foundation Trust, Manchester M13 9WL, UK
- Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester M13 9PL, UK
| | - Emma J. Crosbie
- Manchester Academic Health Science Centre, Division of Gynaecology, Manchester NHS Foundation Trust, Manchester M13 9WL, UK
- Division of Cancer Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester M13 9PL, UK
- Correspondence: ; Tel.: +44-161-701-6942
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Han LN, Han YW, Yan P. Prognostic values of human epididymis protein 4 expression in patients with endometrial cancer: A systematic review and meta-analysis. J Obstet Gynaecol Res 2022; 48:2255-2269. [PMID: 35844088 DOI: 10.1111/jog.15356] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Revised: 06/06/2022] [Accepted: 06/26/2022] [Indexed: 12/01/2022]
Abstract
BACKGROUND There is no consensus on the correlation between human epididymis protein 4 (HE4) and prognosis of endometrial cancer (EC). Therefore, we performed a meta-analysis to assess the relationship between HE4 and prognosis of EC. METHODS In this systematic review and meta-analysis, the databases were searched. Correlation of serum or tissue HE4 with clinicopathological characteristics was determined by odds ratio (OR) or standardized mean difference (SMD) with 95% confidence interval (CI), respectively. The hazard ratio (HR) with 95% CI was calculated to evaluate the correlation between HE4 and survival outcome. RESULTS A total of 38 published studies were eligible. We found that high levels of serum HE4 were associated with FIGO III-IV stage (SMD = 1.58, 95%CI: 1.18-1.98, p < 0.001), grade 3 (SMD = 0.66, 95%CI: 0.39-0.93, p = 0.001), ≥50% myometrial invasion (SMD = 0.78, 95%CI: 0.58-0.99, p < 0.001), lymphovascular space invasion (SMD = 0.82, 95%CI: 0.54-1.11, p = 0.001), lymph node metastasis (SMD = 1.27, 95%CI: 0.84-1.69, p < 0.001), cervical involvement (SMD = 0.71, 95%CI: 0.43-0.98, p = 0.003), parametrial involvement (SMD = 1.03, 95%CI: 0.71-1.35, p < 0.001) and peritoneal cytology (SMD = 0.49, 95%CI: 0.22-0.75, p < 0.001). High expression of tissue HE4 was only significantly associated with lymph node metastasis (OR = 6.19, 95%CI: 2.07-18.50, p = 0.001). High levels of serum HE4 were significantly associated with poor overall survival (univariate: HR = 3.77, 95%CI: 1.94-7.32, p < 0.001; multivariate: HR = 2.15, 95%CI: 1.65-2.80, p < 0.001) and disease-free survival (univariate: HR = 2.89, 95%CI: 2.14-3.88, p < 0.001; multivariate: HR = 2.31, 95%CI:1.20-2.67, p < 0.001) in EC. Compared with cancer antigen 125, serum HE4 may be a better prognostic indicator for EC. CONCLUSIONS High HE4 expression is associated with poor prognosis of EC and may be a potential prognostic biomarker for EC.
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Affiliation(s)
- Li-Na Han
- Department of Obstetrics and Gynecology, Hebei General Hospital, Shijiazhuang, China.,Graduate School of Hebei Medical University, Shijiazhuang, China
| | - Yi-Wei Han
- Department of Obstetrics and Gynecology, Hebei General Hospital, Shijiazhuang, China.,Graduate School of Hebei Medical University, Shijiazhuang, China
| | - Ping Yan
- Department of Obstetrics and Gynecology, Hebei General Hospital, Shijiazhuang, China
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HE4 as a Biomarker for Endometrial Cancer. Cancers (Basel) 2021; 13:cancers13194764. [PMID: 34638250 PMCID: PMC8507549 DOI: 10.3390/cancers13194764] [Citation(s) in RCA: 45] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Revised: 09/10/2021] [Accepted: 09/17/2021] [Indexed: 12/24/2022] Open
Abstract
Simple Summary There are currently no blood biomarkers approved for routine clinical use in endometrial cancer. Serum human epididymis protein 4 (HE4) is significantly higher in patients with endometrial cancer compared to patients without endometrial cancer and is associated with a poorer prognosis. This makes HE4 an attractive candidate for clinical use in endometrial cancer. The aim of this review is to summarise the evidence for the use of serum HE4 in the detection, prognosis, prediction of therapy response and recurrence monitoring in endometrial cancer. The utility of combining HE4 with other biomarkers or imaging and clinical variables, and its detection in other biofluids is also discussed, as well as potential challenges for clinical use and recommended areas for future research. Abstract There are currently no blood biomarkers in routine clinical use in endometrial carcinoma (EC). Human epididymis protein 4 (HE4) is a glycoprotein that is overexpressed in the serum of patients with EC, making it a good candidate for use as a diagnostic and/or prognostic biomarker. HE4 is correlated with poor prognostic factors, including stage, myometrial invasion and lymph node metastases, which means it could be used to guide decisions regarding the extent of surgery and need for adjuvant therapy. Serum HE4 has also shown promise for predicting responses to progestin therapy in early-stage EC. The use of algorithms and indices incorporating serum HE4 and other biomarkers, including clinical and imaging variables, is an area of increasing interest. Serum HE4 levels rise with age and renal dysfunction, which may affect the interpretation of results. This review covers the evidence supporting the use of HE4 as an EC biomarker for diagnosis, prognosis, recurrence monitoring, and prediction of therapy response. The evidence for combining serum HE4 with other biomarkers, including clinical and imaging variables, its value as a biomarker in other biofluids and potential challenges of its clinical use are also discussed.
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Espiau Romera A, Coronado Martín PJ, Chóliz Ezquerro M, Cuesta Guardiola T, Adiego Calvo I, Baquedano Mainar L. Value of preoperative HE4 as predictor of advanced disease in endometrioid endometrial cancer. Int J Gynaecol Obstet 2020; 153:64-70. [PMID: 33156532 DOI: 10.1002/ijgo.13473] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2020] [Revised: 09/06/2020] [Accepted: 11/05/2020] [Indexed: 12/24/2022]
Abstract
OBJECTIVE To explore the predictive value of serum human epididymis protein 4 (HE4) marker in the preoperative prediction of the risk of advanced disease in the endometrioid subtype of endometrial cancer, and its association with poor prognostic factors. In addition, a cut-off value of HE4 was defined to classify patients according to these results. METHODS Prospective and multicenter cohort analytical pilot study of patients operated for endometrial cancer at the Miguel Servet University Hospital of Zaragoza (Spain) and the Complejo Universitario of León (Spain) from January 2017 to May 2019. Preoperative serum levels of HE4 were analyzed by clinical and pathologic characteristics. RESULTS In all, 126 patients were included. A statistically significant association was found between the preoperative HE4 value and node involvement (P = 0.008), late-stage disease (P = 0.003), high histologic grade (P = 0.007), deep myometrial invasion (P = 0.001), lymphovascular space invasion (P = 0.001), and other pathologic factors. In addition, an HE4 cut-off value (156.4 pmol/L) has been determined to predict, preoperatively, which patients will present with early stage disease. CONCLUSIONS The preoperative marker HE4 is a useful tool in the preoperative study of patients with endometrial cancer as it relates to late-stage disease as well as other prognostic factors in the endometrioid subtype of endometrial cancer.
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Affiliation(s)
- Andrea Espiau Romera
- Department of Obstetrics and Gynecology, Miguel Servet University Hospital, Zaragoza, Spain
| | | | - Marta Chóliz Ezquerro
- Department of Obstetrics and Gynecology, Miguel Servet University Hospital, Zaragoza, Spain
| | | | - Ignacio Adiego Calvo
- Department of Obstetrics and Gynecology, Miguel Servet University Hospital, Zaragoza, Spain
| | - Laura Baquedano Mainar
- Department of Obstetrics and Gynecology, Miguel Servet University Hospital, Zaragoza, Spain
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O'Toole SA, Huang Y, Norris L, Power Foley M, Shireen R, McDonald S, Kamran W, Ibrahim N, Ward M, Thompson C, Murphy C, D'Arcy T, Farah N, Heron E, O'Leary JJ, Abu Saadeh F, Gleeson N. HE4 and CA125 as preoperative risk stratifiers for lymph node metastasis in endometrioid carcinoma of the endometrium: A retrospective study in a cohort with histological proof of lymph node status. Gynecol Oncol 2020; 160:514-519. [PMID: 33213897 DOI: 10.1016/j.ygyno.2020.11.004] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Accepted: 11/05/2020] [Indexed: 12/14/2022]
Abstract
OBJECTIVES To investigate whether HE4 and CA125 could identify endometrioid adenocarcinoma patients who might most benefit from full staging surgery with lymphadenectomy. METHODS Sequential patients with a preoperative banked serum and histology of endometrioid adenocarcinoma of endometrium who had undergone surgical staging with lymph node dissection over a 5-year period between 2011 and 2016 were included from a tertiary Gynaecological Cancer Centre, Dublin, Ireland. Preoperative serum HE4 and CA125 were measured using ELISA, with the cut-offs HE4 81 pmol/L and CA125 35 U/ml. Predictive values were estimated using AUC, sensitivity, specificity and odds ratios. RESULTS 9.5% of the cohort had lymph node metastases. A HE4 cut-off of 81 pmol/L yielded a sensitivity of 78.6% and specificity of 53.4% for predicting lymph node metastases. Sensitivity of CA125 at 35 U/ml was 57% and specificity 91.4%. The AUC was 0.66 (0.52-0.80) for HE4 and 0.74 (0.58-0.91) for CA125. Sensitivity was 92.8% and specificity 51.1% when an elevation of either HE4 or CA125 was included, AUC was 0.72 (0.61-0.83), this combination yielded the highest NPV of 98.6%. Sensitivity was 42.9% and specificity 93.8% if both markers were elevated simultaneously, AUC was 0.68 (0.51-0.86). Preoperative clinical predictors of high-grade preoperative histology and radiology had sensitivities of 21.4% and 41.7%, respectively. Patients with a HE4 above 81 pmol/L had an odds ratio of 4.2 (1.12-15.74), p < 0.05, of lymph node metastases and CA125 had an odds ratio of 14.2 (4.16-48.31), p < 0.001. CONCLUSIONS Serum HE4 and CA125 improved on existing methods for risk stratification of endometrioid carcinomas and warrant further investigation.
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Affiliation(s)
- Sharon A O'Toole
- Department of Obstetrics & Gynaecology, Trinity College Dublin and Trinity St James's Cancer Institute, Trinity Centre for Health Sciences, St James's Hospital, Dublin 8, Ireland.; Department of Histopathology, Trinity College Dublin and Trinity St James's Cancer Institute, St. James's Hospital, Dublin 8, Ireland.; Emer Casey Molecular Pathology Research Laboratory, Coombe Women & Infants University Hospital, Dublin 8, Ireland..
| | - Yanmei Huang
- Department of Obstetrics & Gynaecology, Trinity College Dublin and Trinity St James's Cancer Institute, Trinity Centre for Health Sciences, St James's Hospital, Dublin 8, Ireland.; School of Forensic Medicine, Xinxiang Medical University, Xinxiang, Henan, China
| | - Lucy Norris
- Department of Obstetrics & Gynaecology, Trinity College Dublin and Trinity St James's Cancer Institute, Trinity Centre for Health Sciences, St James's Hospital, Dublin 8, Ireland
| | - Megan Power Foley
- Department of Obstetrics & Gynaecology, Trinity College Dublin and Trinity St James's Cancer Institute, Trinity Centre for Health Sciences, St James's Hospital, Dublin 8, Ireland
| | - Rizmee Shireen
- Division of Gynaecological Oncology and Trinity St James's Cancer Institute, St James's Hospital, Dublin 8, Ireland
| | - Seamus McDonald
- Department of Obstetrics & Gynaecology, Trinity College Dublin and Trinity St James's Cancer Institute, Trinity Centre for Health Sciences, St James's Hospital, Dublin 8, Ireland
| | - Waseem Kamran
- Division of Gynaecological Oncology and Trinity St James's Cancer Institute, St James's Hospital, Dublin 8, Ireland
| | - Nadia Ibrahim
- Division of Gynaecological Oncology and Trinity St James's Cancer Institute, St James's Hospital, Dublin 8, Ireland
| | - Mark Ward
- Department of Obstetrics & Gynaecology, Trinity College Dublin and Trinity St James's Cancer Institute, Trinity Centre for Health Sciences, St James's Hospital, Dublin 8, Ireland.; Department of Histopathology, Trinity College Dublin and Trinity St James's Cancer Institute, St. James's Hospital, Dublin 8, Ireland.; Emer Casey Molecular Pathology Research Laboratory, Coombe Women & Infants University Hospital, Dublin 8, Ireland
| | - Claire Thompson
- Division of Gynaecological Oncology and Trinity St James's Cancer Institute, St James's Hospital, Dublin 8, Ireland
| | - Cliona Murphy
- Department of Obstetrics & Gynaecology, Coombe Women & Infants University Hospital, Dublin 8, Ireland
| | - Tom D'Arcy
- Division of Gynaecological Oncology and Trinity St James's Cancer Institute, St James's Hospital, Dublin 8, Ireland.; Department of Obstetrics & Gynaecology, Coombe Women & Infants University Hospital, Dublin 8, Ireland
| | - Nadine Farah
- Department of Obstetrics & Gynaecology, Coombe Women & Infants University Hospital, Dublin 8, Ireland.; Department of Gynaecology, Tallaght University Hospital, Tallaght, Dublin 24, Ireland
| | - Elizabeth Heron
- Department of Psychiatry, Trinity College Dublin, Dublin, Ireland
| | - John J O'Leary
- Department of Histopathology, Trinity College Dublin and Trinity St James's Cancer Institute, St. James's Hospital, Dublin 8, Ireland.; Emer Casey Molecular Pathology Research Laboratory, Coombe Women & Infants University Hospital, Dublin 8, Ireland
| | - Feras Abu Saadeh
- Division of Gynaecological Oncology and Trinity St James's Cancer Institute, St James's Hospital, Dublin 8, Ireland
| | - Noreen Gleeson
- Department of Obstetrics & Gynaecology, Trinity College Dublin and Trinity St James's Cancer Institute, Trinity Centre for Health Sciences, St James's Hospital, Dublin 8, Ireland.; Division of Gynaecological Oncology and Trinity St James's Cancer Institute, St James's Hospital, Dublin 8, Ireland
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He Y, Wang J, Ma CX, Kang YH. Role of Human Epididymis Protein 4 (HE4) in Determining Survival of Patients With Endometrial Cancer: A Meta-Analysis. Technol Cancer Res Treat 2020; 19:1533033820971660. [PMID: 33148127 PMCID: PMC7653290 DOI: 10.1177/1533033820971660] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Human epididymis protein 4 (HE4) is a novel cancer biomarker. This study evaluates the prognostic role of HE4 in determining the survival of endometrial cancer patients. METHODS Literature search was conducted in electronic databases (Embase, Ovid, PubMed, Scopus, and Web of Science). Studies were selected if they reported the relationship between HE4 and the survival of endometrial cancer patients. Random-effects meta-analyses were performed to achieve estimates of baseline serum HE4 levels, the 5-year survival with high and low serum HE4 levels/expression, and the hazard ratios (HRs) of the survival between patients with high and low serum HE4 levels. RESULTS 9 studies (1404 patients; age 63.1 years [95% confidence interval (CI): 61.2, 64.9]; follow-up 35.9 months [95% CI: 32.2, 39.6]) were included. In these patients, serum HE4 levels were 83.36 picomole/liter (pM) [95% CI: 70.15, 96.56] overall but these were higher in patients with recurrence (108.13 pM [95% CI: 63.09, 153.18] and lower in patients with no recurrence (67.88 pM [95% CI: 65.09, 70.67]). The 5-year overall survival rate was higher in patients with low HE4 levels/expression (86% [95% CI: 79, 92] but lower in patients with high HE4 levels/expression (63% [95% CI: 58, 68]. A pooled HR of survival between patients with high and low serum HE4 levels of 2.25 [95% CI: 1.56, 2.94] indicated shorter survival in patients with high serum HE4 levels. CONCLUSION High HE4 concentrations in patients with endometrial cancer are found to be associated with shorter survival.
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Affiliation(s)
- Ying He
- Department of Gynecology, The First Affiliated Hospital of Hebei North University, Zhangjiakou, China
| | - Jing Wang
- Department of Gynecology, The First Affiliated Hospital of Hebei North University, Zhangjiakou, China
| | - Chun-Xing Ma
- Department of Gynecology, The First Affiliated Hospital of Hebei North University, Zhangjiakou, China
| | - Yan-Hua Kang
- Department of Gynecology, The First Affiliated Hospital of Hebei North University, Zhangjiakou, China
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Espiau Romera A, Cuesta Guardiola T, Benito Vielba M, De Bonrostro Torralba C, Coronado Martín PJ, Baquedano Mainar L. HE4 tumor marker as a predictive factor for lymphatic metastasis in endometrial cancer. Int J Gynaecol Obstet 2020; 149:265-268. [PMID: 32147821 DOI: 10.1002/ijgo.13140] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2019] [Revised: 02/04/2020] [Accepted: 03/05/2020] [Indexed: 12/24/2022]
Abstract
Endometrial cancer is the most common genital cancer in high-resource countries. Treatment is essentially surgical, but the role of lymphadenectomy in the treatment of low-stage and low-grade tumors has not been defined. Although no tumor factors have been validated for use as preoperative prognostic markers of endometrial cancer at yet, human epididymis protein 4 (HE4) has received much interest as a potential diagnostic and prognostic tumor marker. Since 2008, several studies have explored its utility in the management of endometrial cancer: HE4 may be a useful preoperative prognostic marker because it is associated with lymphatic metastasis and other unfavorable factors in endometrial cancer. In addition, some studies have explored a HE4 cutoff value to classify patients according to lymph node involvement. HE4 might be beneficial as a serum marker that helps clinicians in the decision-making algorithm for treatment of endometrial cancer, enabling them to perform individualized operations and decrease the adverse effects of unnecessary surgery.
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Affiliation(s)
| | | | - Marta Benito Vielba
- Department of Gynecology, Miguel Servet University Hospital, Zaragoza, Spain
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Vezzoli M, Ravaggi A, Zanotti L, Miscioscia RA, Bignotti E, Ragnoli M, Gambino A, Ruggeri G, Calza S, Sartori E, Odicino F. RERT: A Novel Regression Tree Approach to Predict Extrauterine Disease in Endometrial Carcinoma Patients. Sci Rep 2017; 7:10528. [PMID: 28874808 PMCID: PMC5585365 DOI: 10.1038/s41598-017-11104-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2017] [Accepted: 08/14/2017] [Indexed: 12/15/2022] Open
Abstract
Some aspects of endometrial cancer (EC) preoperative work-up are still controversial, and debatable are the roles played by lymphadenectomy and radical surgery. Proper preoperative EC staging can help design a tailored surgical treatment, and this study aims to propose a new algorithm able to predict extrauterine disease diffusion. 293 EC patients were consecutively enrolled, and age, BMI, children’s number, menopausal status, contraception, hormone replacement therapy, hypertension, histological grading, clinical stage, and serum HE4 and CA125 values were preoperatively evaluated. In order to identify before surgery the most important variables able to classify EC patients based on FIGO stage, we adopted a new statistical approach consisting of two-steps: 1) Random Forest with its relative variable importance; 2) a novel algorithm able to select the most representative Regression Tree (RERT) from an ensemble method. RERT, built on the above mentioned variables, provided a sensitivity, specificity, NPV and PPV of 90%, 76%, 94% and 65% respectively, in predicting FIGO stage > I. Notably, RERT outperformed the prediction ability of HE4, CA125, Logistic Regression and single cross-validated Regression Tree. Such algorithm has great potential, since it better identifies the true early-stage patients, thus providing concrete support in the decisional process about therapeutic options to be performed.
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Affiliation(s)
- Marika Vezzoli
- Department of Molecular and Translational Medicine, Unit of Biostatistics, University of Brescia, Brescia, Italy.
| | - Antonella Ravaggi
- "Angelo Nocivelli" Institute of Molecular Medicine, Division of Obstetrics and Gynecology, University of Brescia, Brescia, Italy.
| | - Laura Zanotti
- "Angelo Nocivelli" Institute of Molecular Medicine, Division of Obstetrics and Gynecology, University of Brescia, Brescia, Italy
| | | | - Eliana Bignotti
- Division of Obstetrics and Gynecology, ASST Spedali Civili of Brescia, Brescia, Italy
| | - Monica Ragnoli
- Division of Obstetrics and Gynecology, ASST Spedali Civili of Brescia, Brescia, Italy
| | - Angela Gambino
- Department of Obstetrics and Gynecology, University of Brescia, Brescia, Italy
| | | | - Stefano Calza
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Enrico Sartori
- Department of Obstetrics and Gynecology, University of Brescia, Brescia, Italy
| | - Franco Odicino
- Department of Obstetrics and Gynecology, University of Brescia, Brescia, Italy
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Knific T, Osredkar J, Smrkolj Š, Tonin I, Vouk K, Blejec A, Frković Grazio S, Rižner TL. Novel algorithm including CA-125, HE4 and body mass index in the diagnosis of endometrial cancer. Gynecol Oncol 2017; 147:126-132. [PMID: 28735628 DOI: 10.1016/j.ygyno.2017.07.130] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2017] [Revised: 07/03/2017] [Accepted: 07/11/2017] [Indexed: 12/26/2022]
Abstract
OBJECTIVES To evaluate the diagnostic and prognostic potential of preoperative serum CA-125 and HE4 levels in patients with endometrial cancer. METHODS Prospective case-control study of 133 women who underwent surgical treatment at the University Medical Centre Ljubljana (64 patients with endometrial cancer, 69 control patients with prolapsed uterus or myoma). Serum CA-125 and HE4 levels were determined using electrochemiluminescent assays. RESULTS Serum CA-125 and HE4 levels were significantly higher in patients with endometrial cancer, compared to the controls (p=2.67×10-4, 1.36×10-7, respectively). A diagnostic model that combines serum CA-125 and HE4 levels and body mass index separated patients with endometrial cancer from controls, with AUC of 0.804, sensitivity of 66.7%, and specificity of 84.6%. Serum HE4 levels showed good prognostic potential and stratified the patients according to presence/absence of deep myometrial invasion (p=0.001) or lymphovascular invasion (p=0.003), with AUCs of 0.78 and 0.81, respectively. In low-risk patients with grade 1 and 2 endometrioid cancer for whom lymphadenectomy can be avoided, HE4 allowed stratification according to deep myometrial invasion (p=3.39×10-4), with AUC of 0.84. Although median HE4 levels were higher in patients with lymphovascular invasion, this difference did not reach significance (p=0.06). CONCLUSIONS A model based on preoperative serum CA-125 and HE4 levels and body mass index has good diagnostic accuracy for separation of patients with endometrial cancer and control patients. In patients with endometrial cancer, serum HE4 levels allow prediction of deep myometrial and lymphovascular invasion.
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Affiliation(s)
- Tamara Knific
- Institute of Biochemistry, Faculty of Medicine, University of Ljubljana, 1000 Ljubljana, Slovenia
| | - Joško Osredkar
- Clinical Institute of Clinical Chemistry and Biochemistry, University Medical Centre Ljubljana, 1000 Ljubljana, Slovenia
| | - Špela Smrkolj
- Division of Obstetrics and Gynaecology, University Medical Centre, 1000 Ljubljana, Slovenia
| | - Irena Tonin
- Division of Obstetrics and Gynaecology, University Medical Centre, 1000 Ljubljana, Slovenia
| | - Katja Vouk
- Institute of Biochemistry, Faculty of Medicine, University of Ljubljana, 1000 Ljubljana, Slovenia
| | - Andrej Blejec
- National Institute of Biology, 1000 Ljubljana, Slovenia
| | - Snježana Frković Grazio
- Department of Pathology, Division of Obstetrics and Gynaecology, University Medical Centre, 1000 Ljubljana, Slovenia
| | - Tea Lanišnik Rižner
- Institute of Biochemistry, Faculty of Medicine, University of Ljubljana, 1000 Ljubljana, Slovenia.
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Cymbaluk-Płoska A, Chudecka-Głaz A, Pius-Sadowska E, Sompolska-Rzechuła A, Machaliński B, Surowiec A, Menkiszak J. Clinical importance of serum HE4 and MMP2 levels in endometrial cancer patients. Onco Targets Ther 2017; 10:3169-3175. [PMID: 28721066 PMCID: PMC5499930 DOI: 10.2147/ott.s136750] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Introduction Endometrial cancer is the one of the most common cancers of the genital organ. HE4 and MMP2 are both proteins whose serum levels increase in endometrial cancer. Aim To explore the diagnostic potential of the serum levels of HE4 and MMP2 in patients with endometrial cancer and benign endometrial diseases. To assess the relationship between the serum levels of HE4 and MMP2 and the typical prognostic factors in patients with endometrial cancer. Materials and methods Included in the study was a group of 112 patients presenting with bleeding abnormalities at the Pomeranian Medical University in years 2012–2016. Serum HE4 concentrations were measured using the Elecsys Electrochemiluminescence Immunoassay (ECLIA). MMP2 concentrations were quantified in the serum using multiplex immunoassays. Results We observed statistically significant differences in mean serum levels of HE4 and MMP2 between the group of endometrial cancer patients and the group of patients with no changes in the endometrium (P=0.002/0.003). The diagnostic potential of HE4 and MMP2 in differentiation of high (International Federation of Gynecology and Obstetrics [FIGO] III and IV) vs low (FIGO I and II) clinical stage of tumor and prediction of cellular differentiation grade (G1 vs G3) on the basis of the analysis of the area under the curve is, respectively, 0.86 and 0.82 for HE4 and 0.82 and 0.74 for MMP2. The HE4 marker was significantly more specific than MMP2 in every study group and amounted to 93% vs 86% in all patients included in the analysis, 94% vs 84% in pre-menopausal patients and 84% vs 79% in post-menopausal patients. Conclusion HE4 and MMP2 are characterized by high specificity and may be useful as biomarkers in the diagnostics of endometrial cancer. When determined preoperatively, HE4 is correlated with the prognostic factors of endometrial cancer and may be helpful in the planning of individual treatment of endometrial cancer patients.
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Affiliation(s)
- Aneta Cymbaluk-Płoska
- Department of Gynecological Surgery and Gynecological Oncology of Adults and Adolescents
| | - Anita Chudecka-Głaz
- Department of Gynecological Surgery and Gynecological Oncology of Adults and Adolescents
| | | | | | | | - Anna Surowiec
- Department of Gynecological Surgery and Gynecological Oncology of Adults and Adolescents
| | - Janusz Menkiszak
- Department of Gynecological Surgery and Gynecological Oncology of Adults and Adolescents
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Analysis of serum level of HE4 and CA125 considering selected risk factors among patients with endometrioid endometrial cancer. Contemp Oncol (Pozn) 2017; 20:463-467. [PMID: 28239284 PMCID: PMC5320459 DOI: 10.5114/wo.2016.65606] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2016] [Accepted: 11/07/2016] [Indexed: 11/23/2022] Open
Abstract
The aim of the study To assess the difference of serum level of HE4 and CA125 among patients with endometrioid endometrial cancer, considering the presence or absence of selected risk factors. Material and methods A retrospective study of 46 patients, whose serum level of HE4 and CA125 level was documented, admitted to our Clinic because of endometrioid endometrial cancer. The statistical difference of both markers was analyzed considering certain risk factors. Results In the examined group of patients there was no significant statistical difference of HE4 and CA125 levels among patients with and without the following risk factors: older age, menopausal status, overweight and obesity, hypertension, diabetes, early menarche, and family history of certain cancers. Similar results were obtained within the subgroup of patients with stage I endometrial cancer. Both HE4 and CA125 were significantly higher in premenopausal patients than in those after menopause in the more advanced stages of the disease. The same results were obtained within group of patients with advanced histological grading G2 and G3. In this group, higher levels of CA125 were observed among patients without hypertension. Among patients with histological grade G1 the serum level of HE4 was higher in the group of patients older than 60 years than it was in younger patients. Conclusions In the examined group of patients serum levels of tumour markers may not be affected by the selected risk factors. Higher HE4 and CA125 levels among premenopausal patients may be an alarming sign of advanced stages and classes of histological grading.
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Assessment of levels of the tumor markers HE4 and CA125 considering staging, grading and histological types of endometrial cancer. MENOPAUSE REVIEW 2016; 15:133-137. [PMID: 27980523 PMCID: PMC5137477 DOI: 10.5114/pm.2016.63059] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 06/16/2016] [Accepted: 09/29/2016] [Indexed: 11/17/2022]
Abstract
Aim of the study Aim of the study was to assess statistical differences of serum levels of HE4 and CA125 between certain endometrial cancer stages, grading and histological types. Material and methods A retrospective study of 52 patients admitted to our clinic for a surgical operation because of endometrial cancer was performed. HE4 and CA125 were measured for each patient. The staging was done according to FIGO. The statistical difference of serum levels of tumor markers was analyzed considering different stages, grading and histological types. Results Most of the patients (92.31%) were post-menopausal. Serum levels of tumor markers were significantly higher among patients with stage IB-IIIC than stage IA, among patients with stages II-III than stage I and among patients with stage IIIC than stage IA-IIIB. Only HE4 was significantly higher among patients with stage IB than stage IA and among patients with grading G2 and G3 than those with G1. Only CA125 was significantly higher among patients with stage IIIA and IIIB than those with stages I and II. There was no statistically significant difference in level of either tumor marker in differentiation of endometrioid from other histological endometrial cancer. Conclusions Both tumor markers HE4 and CA125 can be useful additional tools for pre-surgical differentiation between different stages of endometrial cancer. HE4 can predict advanced histological grades. Neither HE4 nor CA125 can differentiate endometrioid from other histological types of endometrial cancer.
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Terlikowska KM, Dobrzycka B, Witkowska AM, Mackowiak-Matejczyk B, Sledziewski TK, Kinalski M, Terlikowski SJ. Preoperative HE4, CA125 and ROMA in the differential diagnosis of benign and malignant adnexal masses. J Ovarian Res 2016; 9:43. [PMID: 27436085 PMCID: PMC4952144 DOI: 10.1186/s13048-016-0254-7] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2016] [Accepted: 07/14/2016] [Indexed: 12/24/2022] Open
Abstract
Background The aim of this study was to evaluate HE4, CA125 and ROMA in the preoperative differentiation benign ovarian diseases from epithelial ovarian cancer depending on the menopausal status. Methods In order to estimate markers’ concentrations in the serum of women with benign ovarian disease (n = 128) and with epithelial ovarian carcinoma (n = 96) the electrochemiluminescence (ECLIA) technique has been applied. Results Using the ROC analysis, although no statistical differences were found among their AUCs, the ROMA algorithm seems to be effective in gathering the diverse performance of HE4 and CA125. The AUC for HE4, CA125 and ROMA for all patients were: 0.895; 0.879 and 0.918, respectively. At established new optimal cutoff values for HE4, CA125 and ROMA we found higher specificity in postmenopausal compared to premenopausal women (96.9 vs 89.8 % and 97.7 vs 84.1 % and 95.9 vs 89.1 %, respectively). The sensitivity of HE4 in pre- and postmenopausal women was similar (83.5 vs 83.8 %), while for CA125 was the highest in premenopausal women (87.0 vs 84.1 %). For HE4, CA125 and ROMA the negative predictive value was high (97.6, 93.9 and 94.4 %, respectively). Conclusions The ROMA algorithm shows the best diagnostic performance to distinguish epithelial ovarian cancer from benign ovarian disease. We found the high specificity of HE4 and CA125 while differentiating ovarian benign diseases from epithelial ovarian cancer in postmenopausal women and the high sensitivity of CA125 in detecting epithelial ovarian cancer in premenopausal patients.
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Affiliation(s)
- Katarzyna M Terlikowska
- Department of Food Science and Technology, Medical University of Bialystok, 37 Szpitalna Street, 15-295, Bialystok, Poland
| | - Bozena Dobrzycka
- Department of Obstetrics, Gynaecology and Maternity Care, Medical University of Bialystok, 15 Warszawska Street, 15-062, Bialystok, Poland
| | - Anna M Witkowska
- Department of Food Science and Technology, Medical University of Bialystok, 37 Szpitalna Street, 15-295, Bialystok, Poland
| | - Beata Mackowiak-Matejczyk
- Department of Gynaecologic Oncology, Maria Sklodowska-Curie Memorial Bialystok Oncology Center, 12 Ogrodowa Street, 15-027, Bialystok, Poland
| | - Tomasz Kamil Sledziewski
- Department of Obstetrics, Gynaecology and Maternity Care, Medical University of Bialystok, 15 Warszawska Street, 15-062, Bialystok, Poland
| | - Maciej Kinalski
- Department of Gynaecology and Obstetrics, Jedrzej Sniadecki Memorial Hospital, 15 Warszawska Street, 15-062, Bialystok, Poland
| | - Slawomir J Terlikowski
- Department of Obstetrics, Gynaecology and Maternity Care, Medical University of Bialystok, 15 Warszawska Street, 15-062, Bialystok, Poland. .,Department of Obstetrics, Gynaecology and Maternity Care, Medical University of Bialystok, Szpitalna 37, 15-295, Bialystok, Poland.
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