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Li H, Zhang W, Sun X. A prospective study to evaluate whether serum kisspeptin is a marker predictive of the first-trimester miscarriage of women who conceive in IVF. J Assist Reprod Genet 2024; 41:79-85. [PMID: 37935913 PMCID: PMC10789690 DOI: 10.1007/s10815-023-02974-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Accepted: 10/13/2023] [Indexed: 11/09/2023] Open
Abstract
PURPOSE Kisspeptin is an emerging biomarker for the discrimination of viable pregnancy. The aim of the study is to determine whether serum kisspeptin can predict the first-trimester miscarriage and compare it with serum HCG in the prediction of the first-trimester miscarriage. METHODS This study is a prospective case-control design including 178 women who had experienced early miscarriage (n = 21) and viable single pregnancy (n = 157), following frozen-thawed embryo transfer (FET) from May to December 2019. Serum samples on 14 days, 21 days, and 28 days after FET were collected for kisspeptin and HCG detection. TRIAL REGISTRATION NUMBER NCT03940495. RESULTS On day 21 after FET, serum kisspeptin levels were significantly lower in the early miscarriage group [0.260 (0.185-0.375)] vs in the viable single-pregnancy group [0.370 (0.280-0.495)] (p = 0.005). Similar results were shown on day 28 after FET, the serum kisspeptin levels were significantly lower in the early miscarriage group [0.270 (0.200-0.330)] vs in the viable single pregnancy group [0.670 (0.455-1.235)] (p < 0.001). But on day 14 after FET, serum kisspeptin levels were comparable in the early miscarriage group [0.260 (0.210-0.325)] and in the viable single-pregnancy group [0.280 (0.215-0.340)] (p = 0.551). Serum kisspeptin levels on days 21 and 28 have a poor predictive value of miscarriage compared with serum HCG levels. [Day 21: AUC = 0.687 (kisspeptin) and 0.816 (HCG); Day 28: AUC = 0.896 (kisspeptin) and 0.909 (HCG)]. CONCLUSIONS Serum kisspeptin on day 14 failed to discriminate between miscarriage and ongoing pregnancies, and days 21 and 28 had poor predictive values of miscarriage.
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Affiliation(s)
- He Li
- Shanghai Ji Ai Genetics and IVF Institute, Obstetrics and Gynecology Hospital, Fudan University, Shanghai, China
| | - Wenbi Zhang
- Shanghai Ji Ai Genetics and IVF Institute, Obstetrics and Gynecology Hospital, Fudan University, Shanghai, China
| | - Xiaoxi Sun
- Shanghai Ji Ai Genetics and IVF Institute, Obstetrics and Gynecology Hospital, Fudan University, Shanghai, China.
- Key Laboratory of Female Reproductive Endocrine Related Diseases, Obstetrics and Gynecology Hospital, Fudan University, Shanghai, China.
- Obstetrics and Gynecology Hospital, Fudan University, Shanghai, China.
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Silva PHAD, Romão LGDM, Freitas NPAD, Carvalho TR, Porto MEMP, Araujo Júnior E, Cavalcante MB. Kisspeptin as a predictor of miscarriage: a systematic review. J Matern Fetal Neonatal Med 2023; 36:2197097. [PMID: 37015836 DOI: 10.1080/14767058.2023.2197097] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/06/2023]
Abstract
OBJECTIVE A highly accurate serum marker for predicting viable pregnancy needs to be developed. Recent studies have demonstrated that kisspeptin is a potential biomarker for this purpose. METHODS This systematic review evaluated the available data in the literature on the role of kisspeptin as a miscarriage biomarker. A literature search was conducted in the PubMed/Medline, Embase, Web of Science, and Scopus databases using the following keywords: (kisspeptin) AND (miscarriage OR pregnancy loss OR spontaneous abortion OR reproductive failure). RESULTS Seven case-control studies were selected for the systematic review. The included papers described the potential role of kisspeptin as a putative biomarker of pregnancy loss. Furthermore, two studies reported that changes in kisspeptin levels may be associated with unexplained infertility and low rates of embryo implantation in women undergoing assisted reproductive technology. CONCLUSION Kisspeptin might be used as a potential biomarker of pregnancy viability in the near future. However, studies with better evidence are needed to establish the applicability of kisspeptin as a diagnostic and prognostic tool.
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Affiliation(s)
- Pedro Henrique Alcântara da Silva
- Reproductive Medicine Sector, CONCEPTUS, Fortaleza, CE, Brazil
- Ana Bezerra University Hospital - Federal University of Rio Grande do Norte (UFRN), Santa Cruz, RN, Brazil
| | | | | | | | | | - Edward Araujo Júnior
- Department of Obstetrics, Paulista School of Medicine, Federal University of São Paulo (EPM-UNIFESP), São Paulo, SP, Brazil
- Medical Course, Municipal University of São Caetano do Sul (USCS), Bela Vista Campus, São Paulo, SP, Brazil
| | - Marcelo Borges Cavalcante
- Reproductive Medicine Sector, CONCEPTUS, Fortaleza, CE, Brazil
- Postgraduate Program in Medical Sciences, University of Fortaleza (UNIFOR), Fortaleza, CE, Brazil
- Medical Course, University of Fortaleza (UNIFOR), Fortaleza, CE, Brazil
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Hu KL, Chen Z, Deng W, Li X, Ju L, Yang H, Zhang H, Mu L. Diagnostic Value of Kisspeptin Levels on Early Pregnancy Outcome: a Systematic Review and Meta-analysis. Reprod Sci 2022; 29:3365-3372. [PMID: 35212930 DOI: 10.1007/s43032-022-00856-8] [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: 11/09/2021] [Accepted: 01/09/2022] [Indexed: 12/14/2022]
Abstract
The objective of this study is to investigate whether kisspeptin levels in early pregnancy have a better diagnostic value on early pregnancy outcome as compared with human chorionic gonadotropin (hCG). This study was a systematic review and meta-analysis aiming to investigate the diagnostic value of kisspeptin levels on early pregnancy outcome. The primary outcome was miscarriage or viable intrauterine pregnancy. Five studies were included for systematic review, and three studies were included for meta-analysis. Meta-analysis showed kisspeptin levels had a good diagnostic value with the area under the curve (AUC) 0.902 (0.866, 0.937) when kisspeptin was measured after 6 weeks of gestation. Sensitivity analysis demonstrated kisspeptin levels had a diagnostic value with AUC = 0.881 (0.855, 0.906). hCG levels had a diagnostic value with AUC = 0.834 (0.785, 0.883), which was inferior to the diagnostic value of kisspeptin (mean difference = 0.09 (0.02, 0.16)). Kisspeptin measurement has a potential for comparable or even higher accuracy than hCG in differentiating between miscarriage and viable intrauterine pregnancy after 6 weeks of gestation.
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Affiliation(s)
- Kai-Lun Hu
- Center for Reproductive Medicine, Peking University Third Hospital, No.49 Huayuan North Road, Haidian District, Beijing, People's Republic of China, 100191
- Zhejiang MedicalTech Therapeutics Company, No.665 Yumeng Road, Wenzhou, People's Republic of China, 325200
| | - Zimiao Chen
- Department of Endocrinology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, People's Republic of China, 325000
| | - Wenhai Deng
- Zhejiang MedicalTech Therapeutics Company, No.665 Yumeng Road, Wenzhou, People's Republic of China, 325200
| | - Xiaoxue Li
- Zhejiang MedicalTech Therapeutics Company, No.665 Yumeng Road, Wenzhou, People's Republic of China, 325200
| | - Liping Ju
- Zhejiang MedicalTech Therapeutics Company, No.665 Yumeng Road, Wenzhou, People's Republic of China, 325200
| | - Haiyan Yang
- Reproductive Medicine Center, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, People's Republic of China, 325000
| | - Hong Zhang
- Medical Reproductive Center, The Second Affiliated Hospital of Soochow University, No.1055 Sanxiang Road, Gusu District, Suzhou, People's Republic of China, 215026.
| | - Liangshan Mu
- Zhejiang MedicalTech Therapeutics Company, No.665 Yumeng Road, Wenzhou, People's Republic of China, 325200.
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Tsoutsouki J, Patel B, Comninos AN, Dhillo WS, Abbara A. Kisspeptin in the Prediction of Pregnancy Complications. Front Endocrinol (Lausanne) 2022; 13:942664. [PMID: 35928889 PMCID: PMC9344876 DOI: 10.3389/fendo.2022.942664] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 06/16/2022] [Indexed: 11/13/2022] Open
Abstract
Kisspeptin and its receptor are central to reproductive health acting as key regulators of the reproductive endocrine axis in humans. Kisspeptin is most widely recognised as a regulator of gonadotrophin releasing hormone (GnRH) neuronal function. However, recent evidence has demonstrated that kisspeptin and its receptor also play a fundamental role during pregnancy in the regulation of placentation. Kisspeptin is abundantly expressed in syncytiotrophoblasts, and its receptor in both cyto- and syncytio-trophoblasts. Circulating levels of kisspeptin rise dramatically during healthy pregnancy, which have been proposed as having potential as a biomarker of placental function. Indeed, alterations in kisspeptin levels are associated with an increased risk of adverse maternal and foetal complications. This review summarises data evaluating kisspeptin's role as a putative biomarker of pregnancy complications including miscarriage, ectopic pregnancy (EP), preterm birth (PTB), foetal growth restriction (FGR), hypertensive disorders of pregnancy (HDP), pre-eclampsia (PE), gestational diabetes mellitus (GDM), and gestational trophoblastic disease (GTD).
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Affiliation(s)
| | | | | | | | - Ali Abbara
- *Correspondence: Waljit S. Dhillo, ; Ali Abbara,
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Szydełko-Gorzkowicz M, Poniedziałek-Czajkowska E, Mierzyński R, Sotowski M, Leszczyńska-Gorzelak B. The Role of Kisspeptin in the Pathogenesis of Pregnancy Complications: A Narrative Review. Int J Mol Sci 2022; 23:ijms23126611. [PMID: 35743054 PMCID: PMC9223875 DOI: 10.3390/ijms23126611] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 06/10/2022] [Accepted: 06/12/2022] [Indexed: 12/15/2022] Open
Abstract
Kisspeptins are the family of neuropeptide products of the KISS-1 gene that exert the biological action by binding with the G-protein coupled receptor 54 (GPR54), also known as the KISS-1 receptor. The kisspeptin level dramatically increases during pregnancy, and the placenta is supposed to be its primary source. The role of kisspeptin has already been widely studied in hypogonadotropic hypogonadism, fertility, puberty disorders, and insulin resistance-related conditions, including type 2 diabetes mellitus, polycystic ovary syndrome, and obesity. Gestational diabetes mellitus (GDM), preeclampsia (PE), preterm birth, fetal growth restriction (FGR), or spontaneous abortion affected 2 to 20% of pregnancies worldwide. Their occurrence is associated with numerous short and long-term consequences for mothers and newborns; hence, novel, non-invasive predictors of their development are intensively investigated. The study aims to present a comprehensive review emphasizing the role of kisspeptin in the most common pregnancy-related disorders and neonatal outcomes. The decreased level of kisspeptin is observed in women with GDM, FGR, and a high risk of spontaneous abortion. Nevertheless, there are still many inconsistencies in kisspeptin concentration in pregnancies with preterm birth or PE. Further research is needed to determine the usefulness of kisspeptin as an early marker of gestational and neonatal complications.
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Yuksel S, Ketenci Gencer F. Serum kisspeptin, to discriminate between ectopic pregnancy, miscarriage and first trimester pregnancy. J OBSTET GYNAECOL 2022; 42:2095-2099. [DOI: 10.1080/01443615.2022.2028747] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
- Semra Yuksel
- Department of Obstetrics and Gynecology, Basaksehir Çam ve Sakura City Hospital, Istanbul, Turkey
| | - Fatma Ketenci Gencer
- Department of Obstetrics and Gynecology, Saglik Bilimleri University, Gaziosmanpasa Training and Research Hospital, Istanbul, Turkey
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Abbara A, Al-Memar M, Phylactou M, Kyriacou C, Eng PC, Nadir R, Izzi-Engbeaya C, Clarke SA, Mills EG, Daniels E, Huo L, Pacuszka E, Yang L, Patel B, Tan T, Bech P, Comninos AN, Fourie H, Kelsey TW, Bourne T, Dhillo WS. Performance of plasma kisspeptin as a biomarker for miscarriage improves with gestational age during the first trimester. Fertil Steril 2021; 116:809-819. [PMID: 34053677 PMCID: PMC8445632 DOI: 10.1016/j.fertnstert.2021.04.031] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2020] [Revised: 04/17/2021] [Accepted: 04/20/2021] [Indexed: 12/11/2022]
Abstract
OBJECTIVE To compare the performance of kisspeptin and beta human chorionic gonadotropin (βhCG), both alone and in combination, as biomarkers for miscarriage throughout the first trimester. DESIGN Prospective, nested case-control study. SETTING Tertiary Centre, Queen Charlotte Hospital, London, United Kingdom. PATIENT(S) Adult women who had miscarriages (n = 95, 173 samples) and women with healthy pregnancies (n = 265, 557 samples). INTERVENTION(S) The participants underwent serial ultrasound scans and blood sampling for measurement of plasma kisspeptin and βhCG levels during the first trimester. MAIN OUTCOME MEASURE(S) The ability of plasma kisspeptin and βhCG levels to distinguish pregnancies complicated by miscarriage from healthy pregnancies unaffected by miscarriage. RESULT(S) Gestation-adjusted levels of circulating kisspeptin and βhCG were lower in samples from women with miscarriages than in women with healthy pregnancies by 79% and 70%, respectively. The area under the receiver-operating characteristic curve for identifying miscarriage during the first trimester was 0.874 (95% confidence interval [CI] 0.844-0.904) for kisspeptin, 0.859 (95% CI 0.820-0.899) for βhCG, and 0.916 (95% CI 0.886-0.946) for the sum of the two markers. The performance of kisspeptin in identifying miscarriage improved with increasing length of gestation, whereas that of βhCG worsened. A decision matrix incorporating kisspeptin, βhCG, and gestational age had 83% to 87% accuracy for the prediction of miscarriage. CONCLUSION(S) Plasma kisspeptin is a promising biomarker for miscarriage and provides additional value to βhCG alone, especially during later gestational weeks of the first trimester.
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Affiliation(s)
- Ali Abbara
- Section of Endocrinology and Investigative Medicine, Imperial College London, Hammersmith Hospital, London, United Kingdom
| | - Maya Al-Memar
- Tommy's National Centre for Miscarriage Research, Queen Charlotte's and Chelsea Hospital, Imperial College London, London, United Kingdom
| | - Maria Phylactou
- Section of Endocrinology and Investigative Medicine, Imperial College London, Hammersmith Hospital, London, United Kingdom
| | - Christopher Kyriacou
- Tommy's National Centre for Miscarriage Research, Queen Charlotte's and Chelsea Hospital, Imperial College London, London, United Kingdom
| | - Pei Chia Eng
- Section of Endocrinology and Investigative Medicine, Imperial College London, Hammersmith Hospital, London, United Kingdom
| | - Rans Nadir
- Section of Endocrinology and Investigative Medicine, Imperial College London, Hammersmith Hospital, London, United Kingdom
| | - Chioma Izzi-Engbeaya
- Section of Endocrinology and Investigative Medicine, Imperial College London, Hammersmith Hospital, London, United Kingdom
| | - Sophie A Clarke
- Section of Endocrinology and Investigative Medicine, Imperial College London, Hammersmith Hospital, London, United Kingdom
| | - Edouard G Mills
- Section of Endocrinology and Investigative Medicine, Imperial College London, Hammersmith Hospital, London, United Kingdom
| | - Elisabeth Daniels
- Section of Endocrinology and Investigative Medicine, Imperial College London, Hammersmith Hospital, London, United Kingdom
| | - Lechun Huo
- Section of Endocrinology and Investigative Medicine, Imperial College London, Hammersmith Hospital, London, United Kingdom
| | - Ewa Pacuszka
- Section of Endocrinology and Investigative Medicine, Imperial College London, Hammersmith Hospital, London, United Kingdom
| | - Lisa Yang
- Section of Endocrinology and Investigative Medicine, Imperial College London, Hammersmith Hospital, London, United Kingdom
| | - Bijal Patel
- Section of Endocrinology and Investigative Medicine, Imperial College London, Hammersmith Hospital, London, United Kingdom
| | - Tricia Tan
- Section of Endocrinology and Investigative Medicine, Imperial College London, Hammersmith Hospital, London, United Kingdom
| | - Paul Bech
- Section of Endocrinology and Investigative Medicine, Imperial College London, Hammersmith Hospital, London, United Kingdom
| | - Alexander N Comninos
- Section of Endocrinology and Investigative Medicine, Imperial College London, Hammersmith Hospital, London, United Kingdom
| | - Hanine Fourie
- Tommy's National Centre for Miscarriage Research, Queen Charlotte's and Chelsea Hospital, Imperial College London, London, United Kingdom
| | - Tom W Kelsey
- School of Computer Science, University of St. Andrews, St. Andrews, United Kingdom
| | - Tom Bourne
- Tommy's National Centre for Miscarriage Research, Queen Charlotte's and Chelsea Hospital, Imperial College London, London, United Kingdom; Katholieke Universiteit Leuven, Department of Development and Regeneration, Leuven, Belgium
| | - Waljit S Dhillo
- Section of Endocrinology and Investigative Medicine, Imperial College London, Hammersmith Hospital, London, United Kingdom.
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Gorkem U, Kan O, Bostanci MO, Taskiran D, Inal HA. Kisspeptin and Hematologic Parameters as Predictive Biomarkers for First-Trimester Abortions. Medeni Med J 2021; 36:98-105. [PMID: 34239761 PMCID: PMC8226412 DOI: 10.5222/mmj.2021.32549] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Accepted: 05/04/2021] [Indexed: 11/28/2022] Open
Abstract
Objective Spontaneous abortion is the most common complication of early pregnancy, affecting up to 20% of recognized pregnancies. Kisspeptin is predominantly released by placental syncytiotrophoblasts, and regulates their placental invasion into the uterine matrices. We aimed to establish an association of serum kisspeptin levels with pregnancy outcomes during the early gestational stage of the first trimester. Method In this prospective study, 90 pregnant women in their 7 to 8 6/7 gestational weeks were classified into three groups: (i) The control group, consisting of healthy pregnant women (n=30), (ii) the threatened abortion group (n=30), and (iii) the spontaneous abortion group (n=30). The maternal serum samples were analyzed for complete blood count parameters and kisspeptin levels. Results There was no statistical difference regarding body mass index (BMI) and gestational age (p=0.370). Regarding detailed obstetric notations, including gravida, parity, abortion, and living children, socioeconomic levels, and employment rates, all study groups were comparable (p>0.05, for all). No significant association was found regarding the biochemical parameters of complete blood count, including neutrophil, lymphocyte, and platelet concentrations, as well as neutrophil-to-lymphocyte ratios (NLR) and platelet-to-lymphocyte ratios (PLR) (p>0.05, for all). The median serum kisspeptin levels of the study groups did not differ between the groups (p=0.153). Correlation analysis revealed no significant relationship between serum kisspeptin levels and other study parameters in any study groups (p>0.05, for all) Conclusion We found no statistically significant relationship between serum kisspeptin concentrations and pregnancy outcomes in the early gestational stage of the first trimester, and serum kisspeptin concentrations did not seem to be a reliable marker to distinguish abortion status from viable pregnancy.
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Affiliation(s)
- Umit Gorkem
- Hitit University, Medical Faculty, Department of Obstetric and Gynecology, Corum, Turkey
| | - Ozgur Kan
- Hitit University Medical Faculty, Departmant of Obstetric and Gynecology, Corum, Turkey
| | | | - Deniz Taskiran
- Hitit University Medical Faculty, Departmant of Obstetric and Gynecology, Corum, Turkey
| | - Hasan Ali Inal
- Konya Training and Research Hospital, Departmant of Obstetric and Gynecology, Konya, Turkey
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Rehman R, Zafar A, Ali AA, Baig M, Alam F. Impact of serum and follicular fluid kisspeptin and estradiol on oocyte maturity and endometrial thickness among unexplained infertile females during ICSI. PLoS One 2020; 15:e0239142. [PMID: 33112855 PMCID: PMC7593084 DOI: 10.1371/journal.pone.0239142] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2020] [Accepted: 08/31/2020] [Indexed: 11/18/2022] Open
Abstract
Objective To relate serum and follicular fluid (FF) kisspeptin and estradiol levels in different stages of stimulation during Intracytoplasmic Sperm Injection (ICSI) with oocyte maturity and endometrial thickness among unexplained infertile females. Methods This cross-sectional study was carried out at the Australian Concept Infertility Medical Centre from March 2017 till March 2018. Fifty unexplained infertile females, booked for ICSI, were included in the study. Serum kisspeptin and estradiol were estimated by Enzyme-Linked Immunosorbent Assay in all four stages; 1: follicular stimulation, 2: ovulation induction, 3: oocyte pickup, and 4: embryo transfer. FF was aspirated during oocyte retrieval (stage 3) for the analysis of KP and estradiol. Pregnancy outcomes were categorized as non-pregnant, preclinical abortion, and clinical pregnancy. Results The age of the study subjects was 32.04 ± 2.29 (Mean±SD) years, with mean BMI of 28.51 ± 4.15 (Mean±SD) kg/m2. Mean serum kisspeptin and estradiol levels increased in all subjects as the stimulation proceeded stages 1–3; however, the mean dropped after retrieval of the oocytes (stage 4). Out of 27 female subjects who completed the cycle, 17 remained non-pregnant, 4 had preclinical abortion, and 6 acquired clinical pregnancy. The FF kisspeptin concentration was significantly higher than serum concentrations and positively correlated with serum and FF estradiol concentrations. FF-kisspeptin correlated with serum kisspeptin in Stage 3 (r = 0.930, p<0.001), maturity of oocyte (r = 0.511, p = 0.006) and endometrial thickness (r = 0.522, p = 0.005). Kisspeptin in stage 3 was also found to correlate with endometrial thickness (r = 0.527, p = 0.005) and with estradiol (r = 0.624, p = 0.001) independently. Conclusion Increase in serum and FF-kisspeptin and estradiol levels from stages 1 to 3, resulted in an optimum endometrial thickness, probability of fertilization of oocytes and chances of clinical pregnancy in Assisted Reproductive Techniques /ICSI cycles of unexplained infertile females.
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Affiliation(s)
- Rehana Rehman
- Department of Biological and Biomedical Sciences, Aga Khan University, Karachi, Pakistan
| | - Amara Zafar
- Medical College, Aga Khan University, Karachi, Pakistan
| | | | - Mukhtiar Baig
- Faculty of Medicine, Rabigh, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Faiza Alam
- Department of Physiology, University of Karachi, Karachi, Pakistan
- * E-mail:
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