Abstract
Aim
miR-141-5p expression in patients with Early Spontaneous Abortion (ESA) and its correlation with hormone levels during pregnancy were investigated.
Methods
A total of 70 pregnant women with ESA were selected as the research group, and 70 normal pregnant women who chose abortion for non-medical reasons were selected as the Con group. Serum β-HCG, Progesterone (P), and Estrogen (E2) were detected by enzyme-linked immunosorbent assay. Differentially expressed miRNAs were screened by miRNA microarray analysis. miR-141-5p expression was detected by RT-qPCR, and its correlation with serum β-HCG, P, and E2 levels was analyzed. The diagnostic value of miR-141-5p for ESA was evaluated by the ROC curve.
Results
Serum β-HCG, P, and E2 were decreased and serum miR-141-5p was increased in patients with ESA. Pearson correlation analysis showed that serum β-HCG, P, and E2 levels were negatively correlated with miR-141-5p expression levels. ROC curve showed that miR-141-5p had a diagnostic value for ESA.
Conclusions
miR-141-5p is related to hormone levels during pregnancy and is expected to become a new candidate diagnostic marker for ESA.
Keywords
Early spontaneous abortion; Progesterone; miR-141-5p; β-HCG; Estrogen
Highlights
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Correlation analysis of miR-141-5p and serum β-HCG, P4 and E2 levels in patients with ESA.
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miR-141-5p as a diagnostic biomarker for ESA.
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β-HCG, P4 and E2 levels.
Highlights
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Correlation analysis of miR-141-5p and serum β-HCG, P4 and E2 levels in patients with ESA.
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miR-141-5p as a diagnostic biomarker for ESA.
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β-HCG, P4 and E2 levels.
Introduction
Early Spontaneous Abortion (ESA) occurs in the first trimester (before 12 weeks) and is considered a common complication during pregnancy.11 Wang L.-Q., Yan C.-F., Zhao Y., Chu J., Yu X.-W. Reduced CD200 and CD200R1 expression in human chorionic villi contributes to early spontaneous abortion. Acta Obstet Gynecol Scand. 2014;93(12):1248-54. Statistics show that miscarriage constitutes a great proportion of all pregnancies, of which ESA accounts for more than 79 % of cases.22 Tunç E., Tanrıverdi N., Demirhan O., Süleymanova D., Çetinel N. Chromosomal analyses of 1510 couples who have experienced recurrent spontaneous abortions. Reprod Biomed Online. 2016;32(4):414-9. Numerous studies have focused over the years on factors related to ESA, such as embryonic chromosomal,33 Klimczak A.M., Patel D.P., Hotaling J.M., Scott Jr R.T., et al., Role of the sperm, oocyte, and embryo in recurrent pregnancy loss. Fertil Steril. 2021;115(3):533-7. diabetes,44 Peters S.A.E., Yang L., Guo Y., Chen Y., Bian Z., Sun H., et al., China Kadoorie Biobank Collaboration Group. Pregnancy, pregnancy loss and the risk of diabetes in Chinese women: findings from the China Kadoorie Biobank. Eur J Epidemiol. 2020;35(3):295-303. endocrine, reproductive immune,55 Vomstein K., Feil K., Strobel L., Aulitzky A., Hofer-Tollinger S., Kuon R.-J., et al., Immunological risk factors in recurrent pregnancy loss: guidelines versus current state of the art. J Clin Med. 2021;10(4):869. infection,66 Giakoumelou S., Wheelhouse N., Cuschieri K., Entrican G., Howie S.E.M., Horne A.W. The role of infection in miscarriage. Hum Reprod Update. 2016;22(1):116-33. and maternal-fetal interface.77 Ali S., Majid S., Ali M.N., Taing S., Rehman M.U., Arafah A., et al. Cytokine imbalance at materno-embryonic interface as a potential immune mechanism for recurrent pregnancy loss. Int Immunopharmacol. 2021;90:107118. Immune factors and endocrine hormone imbalance during pregnancy are important causes of early spontaneous abortion, accounting for 48 %‒59 % of them.88 Makino T. Recurrent reproductive wastage and immunologic factors. Am J Reprod Immunol. 2002;48(4):266-8. Termination of pregnancy is the only viable treatment after diagnosis of spontaneous abortion by high-resolution dynamic transvaginal ultrasound.99 Coomarasamy A., Gallos I.D., Papadopoulou A., Dhillon-Smith R.K., Al-Memar M., Brewin J., et al., Sporadic miscarriage: evidence to provide effective care. Lancet. 2021;397(10285):1668-74.,1010 Coomarasamy A., Dhillon-Smith R.K., Papadopoulou A., Al-Memar M., Brewin J., Abrahams V.M., et al., Recurrent miscarriage: evidence to accelerate action. Lancet. 2021;397(10285):1675-82. Therefore, the potential risk of ESA needs to be predicted early to improve the live birth rate of patients with ESA. Early diagnosis of ESA can improve the management of pregnant women, reduce the risk of miscarriage, prevent related complications, and carefully monitor ESA and pregnancy progression.1111 Liu X., Han Y., Wang X., Zhang Y., Du A., Yao R., et al. Serum anti-Müllerian hormone levels are associated with early miscarriage in the IVF/ICSI fresh cycle. BMC Pregnancy Childbirth. 2022;22(1):279.,1212 Zuo Q., Gao Z., Cai L., Bai L., Pei Y., Liu M., et al., A predicting model of child-bearing-aged women' spontaneous abortion by co-infections of TORCH and reproductive tract. Congenit Anom (Kyoto). 2022;62(4):142-52. Serum β‐Human Chorionic Gonadotropin (β‐HCG) has been widely used in early pregnancy assessment,1313 Li Y., Zhang J., Zhang K., Wang E., Shu J. Significance of dynamically monitoring serum estrogen and β-human chorionic gonadotropin in early pregnancy assessment. J Clin Lab Anal. 2021;35(1):e23559. However, it has been suggested that serum β-hCG is moderately predictive of ESA (AUC = 0.748, specificity = 71.13 %, sensitivity = 67.71 %).1414 Wang L., Jiang Y., Shen H., Ma X., Gao M., Jin P., et al. Independent value of serum β-human chorionic gonadotropin in predicting early pregnancy loss risks in IVF/ICSI cycles. Front Immunol. 2022;13:992121. Therefore, there is an urgent need to find better diagnostic biomarkers associated with this pregnancy complication.
MicroRNAs (miRNAs) are small RNAs lacking coding potential that serve as key post-transcriptional regulators in a range of physiological and pathological settings,1515 Ali Syeda Z., Saratu' Langden S.S., Munkhzul C., Lee M., Song S.J., et al., Regulatory mechanism of MicroRNA expression in cancer. Int J Mol Sci. 2020;21(5):1723. and they can regulate the expression of roughly 30 % of genes in various contexts.1616 Chen K., Rajewsky N. The evolution of gene regulation by transcription factors and microRNAs. Nature reviews. Genetics. 2007;8(2):93-103. Importantly, miRNAs exhibit relatively high stability in biofluids and tissue samples, highlighting their potential utility as prognostic or diagnostic biomarkers in many diseases such as cancer,1717 Daoud A.Z., Mulholland E.J., Cole G., McCarthy H.O. MicroRNAs in pancreatic cancer: biomarkers, prognostic, and therapeutic modulators. BMC Cancer. 2019;19(1):1130. inflammation,1818 Iro M.A., Soundara Pandi S.P. Clinical application of non-coding RNAs in sepsis. Curr Opin Infect Dis. 2020;33(6):530-9. and cardiovascular diseases,1919 Barwari T., Joshi A., Mayr M. MicroRNAs in Cardiovascular Disease. J Am Coll Cardiol. 2016;68(23):2577-84. with certain miRNAs having further been identified as targets for preclinical therapeutic intervention.2020 Zhu Y., Lu H., Huo Z., Ma Z., Dang J., Dang W., et al., MicroRNA-16 inhibits feto-maternal angiogenesis and causes recurrent spontaneous abortion by targeting vascular endothelial growth factor. Sci Rep. 2016;6:35536. A considerable number of investigations suggest that abundant miRNA expression is detectable within the placental villus, decidua, and peripheral blood of humans, wherein these non-coding RNAs may contribute to SA pathogenesis by disrupting the function of extravillous trophoblasts.2121 Zhang Y., Zhou J., Li M.-Q., Xu J., Zhang J.-P., Jin L.-P.. MicroRNA-184 promotes apoptosis of trophoblast cells via targeting WIG1 and induces early spontaneous abortion. Cell Death Dis. 2019;10(3):223.,2222 Ding J., Cheng Y., Zhang Y., Liao S., Yin T., Yang J., et al. The miR-27a-3p/USP25 axis participates in the pathogenesis of recurrent miscarriage by inhibiting trophoblast migration and invasion. J Cell Physiol. 2019;234(11):19951-63. highlighting their potential value as biomarkers of SA. In recent years, circulating miRNAs have been described as potential biomarkers in SA patients.2323 Jairajpuri D.S., Malalla Z.H., Mahmood N., Khan F., Almawi W.Y. Differentially expressed circulating microRNAs associated with idiopathic recurrent pregnancy loss. Gene. 2021;768:145334. For example, it has been studied that has-let-7c and has-miR-122 are up-regulated in maternal plasma, while has-miR-135a is down-regulated, which could be used as biomarkers in research for non-invasive prenatal diagnosis.2424 Hosseini M., Gunel T., Gumusoglu E., Benian A., Aydinli K. MicroRNA expression profiling in placenta and maternal plasma in early pregnancy loss. Mol Med Rep. 2018;17(4):4941-52. miR-146b-5p and miR-520 h in the serum of women with recurrent SA are up-regulated.2525 Shahidi M., Nazari F., Ghanbarian H., Taheripanah R., Hajivalili M., Amani D., et al. miR-146b-5p and miR-520 h expressions are upregulated in serum of women with recurrent spontaneous abortion. Biochem Genet. 2022;60(5):1716-32. miR-141-5p is highly expressed in decidual NK cells of patients with recurrent spontaneous abortion, which may be related to recurrent spontaneous abortion.2626 Li D., Li J. Association of miR-34a-3p/5p, miR-141-3p/5p, and miR-24 in decidual natural killer cells with unexplained recurrent spontaneous abortion. Med Sci Monit. 2016;22:922-9. However, the clinical significance of miR-141-5p in ESA remains unclear.
Therefore, this study aims to explore miR-141-5p in ESA and its correlations with serum levels of β-HCG, P, and E2. In addition, the diagnostic accuracy of miR-141-5p as a biomarker for ESA was analyzed. These findings will provide new insights into ESA prevention and diagnosis.
Methods
Clinical sample collection
The research group included 50 pregnant women with ESA who were diagnosed at the Affiliated of Guangdong Medical University from February 1, 2016 to March 1, 2019. The ESA patients were 22‒40 years old, with an average age of 25.80 ± 7.48 years. The control group consisted of 50 normal pregnant women who underwent abortion induction during the same period. Normal pregnant women were 22‒38 years old, with an average age of 26.15 ± 5.32 years. Patients without miscarriage due to chromosome, anatomical structure, reproductive system infections, endocrine abnormalities, and autoimmune diseases were included, and those with HBV, AIDS, or infectious diseases were excluded. Patients with a history of abnormal pregnancy were excluded from the Con group. Subjects signed informed consent. This study was performed in accordance with the ethical standards in the Declaration of Helsinki, and the study protocol was approved by the ethics committee of Affiliated of Guangdong Medical University (Clinical trial Registration number: ChiCTR1900023427). In addition, this study is a clinical observational study, following the Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) guidelines.
Reagents and instruments
P, E2, and serum β-HCG were detected using ELISA kits (Qingdao Jieshikang Biotechnology Co., Ltd.) in combination with a microplate reader (Bio-Rad). miR-141-5p expression was determined using TRIzol (Nanjing Kebai Biotechnology, Nanjing, China), reverse transcription kit (Nanjing Kebai Biotechnology), miR-141-5p PCR kit (Thermo Fisher Scientific, MA, USA), and real-time PCR (Xi'an Tianlong Technology Co., Ltd., Xi'an, China).
ELISA
Before 9:00 in the morning, fasting cubital venous blood was taken, centrifuged at 3010 × g at 4 °C for 5 min, and stored at 4 °C. The experimental procedures followed the protocol of ELISA kits. The OD value was immediately analyzed on the microplate reader at 450 nm.
miRNA microarray analysis
Serum of patients in the Con group (n = 3) and the Stu group (n = 3) were obtained. Mircury Hy3/Hy5 Power labeling kit (Exiqon) was applied for labeling, and the Mircury LNA array chip (v. 18.0) was for hybridization. Images were obtained using a Genepix 4000B laser scanner and digitized using Genepix Pro 6.0 software (Axon Instruments). The heatmap is generated in Java Treeview.
RT-qPCR
Total RNA was extracted from serum using the TRIzol method and reverse transcribed into cDNA using a reverse transcription kit. According to the instructions of miR-141-5p SYBR-Green PCR kit, miR-141-5p expression in the serum was detected. The reaction program was: 95 °C for 1 min, 95 °C for 15 s, and 60 °C for 20 s, in total of 39 cycles. miR-141-5p expression was normalized to U6 and calculated by the 2−ΔΔct method. The primers are shown in Table 1.
Statistical analysis
Experimental data were assessed by SPSS 17.0 (Asia Analytics). The data are presented as the mean ± Standard Deviation (SD). Significant differences were calculated using Student's t-test. Correlations were analyzed by Pearson correlation. The diagnostic value was evaluated using the Receiver Operating Characteristic (ROC) curve; p < 0.05 indicated that the data difference was statistically significant.
Results
Patient pathological data
No significant differences were found in age, days of pregnancy, number of pregnancies, delivery, and abortion between the Stu group and Con group (Table 2).
β-HCG, P and E2 levels
β-HCG, P, and E2 in the Stu group (4680.00 ± 1530.00 mU/L, 32.26 ± 11.45 nmoL/L, 95.84 ± 14.97 nmoL/L) were lower than those in the Con group (10,200.00 ± 3800.00 mU/L, 106.80 ± 42.30 nmoL/L, 288.36 ± 26.58 nmoL/L) (p < 0.001) (Table 3).
Serum miR-141-5p in patients with ESA
miRNA microarray analysis found differentially expressed miRNAs in the serum of ESA patients. Differential expression of miR-141-5p showed the most significance. RT-qPCR detected increased miR-141-5p in the serum of patients with ESA (Fig. 1A and B).
Serum miR-141-5p in patients with ESA (A: miRNA microarray analysis; B: RT-qPCR detection of miR-141-5p in the serum of patients with ESA). The data were all measurement data expressed as mean ± standard deviation). (For interpretation of the references to color in this figure legend, the reader is referred to the web version of this article.)
Correlation analysis of miR-141-5p and serum β-HCG, P, and E2 levels in patients with ESA
Pearson analysis found that serum miR-141-5p was negatively correlated with β-HCG levels (r = −0.674), P levels (r = −0.722), and E2 levels in ESA patients (r = −0.631) (p < 0.001; Fig. 2A‒C).
Correlation analysis (A‒C: Relation between miR-141-5p and serum β-HCG, P, and E2 levels in patients with ESA).
miR-141-5p as a diagnostic biomarker for ESA
ROC analysis evaluated the diagnostic value of miR-141-5p, reporting that miR-141-5p had a diagnostic value for ESA (AUC = 0.868; specificity = 87.25 %, sensitivity = 82.60 %; SE = 0.036; 95 % CI = 0.797‒0.939; cutoff value = 1.545; p < 0.001) (Fig. 3).
miR-141-5p as a diagnostic biomarker for ESA (ROC curve analysis to assess the diagnostic value of miR-141-5p for ESA). (For interpretation of the references to color in this figure legend, the reader is referred to the web version of this article.)
Discussion
Circulating miRNAs mediate epigenetic changes in human disease.2727 Juchnicka I., Kuźmicki M., Niemira M., Bielska A., Sidorkiewicz I., Zbucka-Krętowska M., et al. miRNAs as predictive factors in early diagnosis of gestational diabetes mellitus. Front Endocrinol (Lausanne). 2022;13:839344. There is potential for miRNAs to serve as biomarkers for detecting diseases associated with pregnancy.2828 Lu Q., Yan Q., Xu F., Li Y., Zhao W., Wu C., et al. MicroRNA-873 is a potential serum biomarker for the detection of ectopic pregnancy. Cell Physiol Biochem. 2017;41(6):2513-22. The value of miRNAs lies not only in their non-invasiveness but also in their stability and unchanged concentrations during pregnancy.2929 Zhao Z., Moley K., Gronowski A. Diagnostic potential for miRNAs as biomarkers for pregnancy-specific diseases. Clin Biochem. 2013;46:953-60. As sequencing technology advances, more and more studies are looking at biomarkers that can be used to predict pregnancy-related diseases.3030 Xu X., Lv S., Xiao Z. Analysis of a circRNA-, miRNA-, and mRNA-associated ceRNA network reveals potential biomarkers in preeclampsia a ceRNA network in preeclampsia. Ann Med. 2021;53(1):2354-64.,3131 Landgraf P., Rusu M., Sheridan R., Sewer A., Iovino N., Aravin A., et al., A mammalian microRNA expression atlas based on small RNA library sequencing. Cell. 2007;129(7):1401-14. Therefore, this study attempted to find a specific biomarker for ESA diagnosis and treatment and to analyze its clinical significance. miR-141-5p, a member of the miR-200 family,3232 Wang Y., Cheng K., Zhou W., Liu H., Yang T., Hou P., et al. miR-141-5p regulate ATF2 via effecting MAPK1/ERK2 signaling to promote preeclampsia. Biomed Pharmacother. 2019;115:108953. has become increasingly evident in recent years that miR-141-5p plays a role in pregnancy-related disease. For example, miR-141-5p promotes the pathological process of preeclampsia3333 Zhang M., Wang S., Tang L., Wang X., Zhang T., Xia X., et al., Downregulated circular RNA hsa_circ_0067301 regulates epithelial-mesenchymal transition in endometriosis via the miR-141/Notch signaling pathway. Biochem Biophys Res Commun. 2019;514(1):71-7. and is involved in the regulation of EMT in endometriosis.3434 Cai H., Zhu X.-X., Li Z.-F., Zhu Y.-P., Lang J.-H. MicroRNA dysregulation and steroid hormone receptor expression in uterine tissues of rats with endometriosis during the implantation window. Chin Med J (Engl). 2018;131(18):2193-204. miR-141-5p is possibly associated with P and P receptors in endometriosis.3535 Murrieta-Coxca J., Gutiérrez-Samudio R.N., El-Shorafa H.M., Groten T., Rodríguez-Martínez S., Cancino-Diaz M.E., et al. Role of IL-36 cytokines in the regulation of angiogenesis potential of trophoblast cells. Int J Mol Sci. 2020;22(1):285. Furthermore, miR-141-5p can upregulate IL-36 in human primary trophoblast cells, which is involved in placental processes and responses to infection.3636 Gol M., Altunyurt S., Cimrin D., Guclu S., Bagci M., Demir N. Different maternal serum hCG levels in pregnant women with female and male fetuses: does fetal hypophyseal-adrenal-gonadal axis play a role? J Perinat Med. 2004;32(4):342-5. Notably, in patients with recurrent SA, miR-141-5p is highly expressed in decidual NK cells.2626 Li D., Li J. Association of miR-34a-3p/5p, miR-141-3p/5p, and miR-24 in decidual natural killer cells with unexplained recurrent spontaneous abortion. Med Sci Monit. 2016;22:922-9. These findings suggest that miR-141-5p plays a role in fertility and reproduction.
This study first analyzed clinical data of patients in the Stu group and the Con group, finding no difference in age, days of pregnancy days, and numbers of pregnancies, delivery, and abortion. Studies have shown that pregnancy hormones such as β-HCG, P, and E2 are related to pregnancy maintenance.3737 Yahi D., Ojo N., Mshelia G. Effects of dexamethasone on progesterone and estrogen profiles and uterine progesterone receptor localization during pregnancy in Sahel goat in Semi-Arid region. J Anim Sci Technol. 2017;59:12. Currently, β-HCG, P, and E2 have been widely used for early pregnancy diagnosis.1313 Li Y., Zhang J., Zhang K., Wang E., Shu J. Significance of dynamically monitoring serum estrogen and β-human chorionic gonadotropin in early pregnancy assessment. J Clin Lab Anal. 2021;35(1):e23559.,3838 Xie J., Cao Y. Expression of TGF-β1 and miR-99a in serum of patients with early spontaneous abortion and correlation with hormone levels during pregnancy. Exp Ther Med. 2019;17(6):4593-7.,3939 Drews R. A principle for simplified mounting of super-8 cameras on an operating microscope. Ophthalmology. 1979;86(5):852-3. This study measured lower β-HCG, P, and E2 in ESA patients. Hormone levels in normal pregnancy are higher than those in patients with first-trimester miscarriage,3636 Gol M., Altunyurt S., Cimrin D., Guclu S., Bagci M., Demir N. Different maternal serum hCG levels in pregnant women with female and male fetuses: does fetal hypophyseal-adrenal-gonadal axis play a role? J Perinat Med. 2004;32(4):342-5. which is consistent with the present findings.
To investigate whether miR-141-5p has diagnostic potential for ESA, this study performed miRNA microarray analysis on patients’ serum and found that miR-141-5p was most differentially expressed. In addition, miR-141-5p was up-regulated in ESA patients’ serum and was negatively correlated with serum β-HCG, P, and E2 levels in ESA patients. Furthermore, the diagnostic value of miR-141-5p in ESA was assessed, finding that the AUC of miR-141-5p was 0.868 (SE = 0.036; 95 % CI = 0.797‒0.939), confirming that miR-141-5p has a diagnostic value for ESA.
However, there are limitations to this study. First, the study elucidated the clinical significance of serum miR-141-5p as a biomarker in ESA, the function, and related molecular mechanisms of miR-141-5p in ESA were not elucidated. It is hoped that the regulatory mechanism of miR-141-5p on ESA can be further explored through in vitro cell experiments and in vivo animal experiments in future studies. Second, the small number of subjects included may lead to some bias in the experimental results, and a larger study is necessary to verify the results, Furthermore, reports on the combined detection of β-HCG, P, and E2 with miRNAs are required to improve the diagnostic performance of the identified miRNAs.
Serum miR-141-5p is enhanced in ESA patients and is negatively correlated with hormone levels during pregnancy. miR-141-5p has a higher diagnostic value for ESA. The authors expected that the serum miR-141-5p may stand for a more potent indicator to find the signs of ESA at an earlier period, even before the tests based on the ultrasound and β-HCG levels. Collectively, this study would provide instructions for the prevention of ESA and open a new avenue to look for selective surrogates in extrapolating abnormal pregnancies.
Availability of data and materials
The datasets used and/or analyzed during the present study are available from the corresponding author on reasonable request.
Acknowledgments
Not applicable.
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Ethical approvalAll procedures performed in this study involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki Declaration and its later amendments or comparable ethical standards. All subjects were approved by the Affiliated Hospital of Guangdong Medical University (n° GD20150721).
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FundingNot applicable.
References
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1Wang L.-Q., Yan C.-F., Zhao Y., Chu J., Yu X.-W. Reduced CD200 and CD200R1 expression in human chorionic villi contributes to early spontaneous abortion. Acta Obstet Gynecol Scand. 2014;93(12):1248-54.
-
2Tunç E., Tanrıverdi N., Demirhan O., Süleymanova D., Çetinel N. Chromosomal analyses of 1510 couples who have experienced recurrent spontaneous abortions. Reprod Biomed Online. 2016;32(4):414-9.
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3Klimczak A.M., Patel D.P., Hotaling J.M., Scott Jr R.T., et al., Role of the sperm, oocyte, and embryo in recurrent pregnancy loss. Fertil Steril. 2021;115(3):533-7.
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4Peters S.A.E., Yang L., Guo Y., Chen Y., Bian Z., Sun H., et al., China Kadoorie Biobank Collaboration Group. Pregnancy, pregnancy loss and the risk of diabetes in Chinese women: findings from the China Kadoorie Biobank. Eur J Epidemiol. 2020;35(3):295-303.
-
5Vomstein K., Feil K., Strobel L., Aulitzky A., Hofer-Tollinger S., Kuon R.-J., et al., Immunological risk factors in recurrent pregnancy loss: guidelines versus current state of the art. J Clin Med. 2021;10(4):869.
-
6Giakoumelou S., Wheelhouse N., Cuschieri K., Entrican G., Howie S.E.M., Horne A.W. The role of infection in miscarriage. Hum Reprod Update. 2016;22(1):116-33.
-
7Ali S., Majid S., Ali M.N., Taing S., Rehman M.U., Arafah A., et al. Cytokine imbalance at materno-embryonic interface as a potential immune mechanism for recurrent pregnancy loss. Int Immunopharmacol. 2021;90:107118.
-
8Makino T. Recurrent reproductive wastage and immunologic factors. Am J Reprod Immunol. 2002;48(4):266-8.
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9Coomarasamy A., Gallos I.D., Papadopoulou A., Dhillon-Smith R.K., Al-Memar M., Brewin J., et al., Sporadic miscarriage: evidence to provide effective care. Lancet. 2021;397(10285):1668-74.
-
10Coomarasamy A., Dhillon-Smith R.K., Papadopoulou A., Al-Memar M., Brewin J., Abrahams V.M., et al., Recurrent miscarriage: evidence to accelerate action. Lancet. 2021;397(10285):1675-82.
-
11Liu X., Han Y., Wang X., Zhang Y., Du A., Yao R., et al. Serum anti-Müllerian hormone levels are associated with early miscarriage in the IVF/ICSI fresh cycle. BMC Pregnancy Childbirth. 2022;22(1):279.
-
12Zuo Q., Gao Z., Cai L., Bai L., Pei Y., Liu M., et al., A predicting model of child-bearing-aged women' spontaneous abortion by co-infections of TORCH and reproductive tract. Congenit Anom (Kyoto). 2022;62(4):142-52.
-
13Li Y., Zhang J., Zhang K., Wang E., Shu J. Significance of dynamically monitoring serum estrogen and β-human chorionic gonadotropin in early pregnancy assessment. J Clin Lab Anal. 2021;35(1):e23559.
-
14Wang L., Jiang Y., Shen H., Ma X., Gao M., Jin P., et al. Independent value of serum β-human chorionic gonadotropin in predicting early pregnancy loss risks in IVF/ICSI cycles. Front Immunol. 2022;13:992121.
-
15Ali Syeda Z., Saratu' Langden S.S., Munkhzul C., Lee M., Song S.J., et al., Regulatory mechanism of MicroRNA expression in cancer. Int J Mol Sci. 2020;21(5):1723.
-
16Chen K., Rajewsky N. The evolution of gene regulation by transcription factors and microRNAs. Nature reviews. Genetics. 2007;8(2):93-103.
-
17Daoud A.Z., Mulholland E.J., Cole G., McCarthy H.O. MicroRNAs in pancreatic cancer: biomarkers, prognostic, and therapeutic modulators. BMC Cancer. 2019;19(1):1130.
-
18Iro M.A., Soundara Pandi S.P. Clinical application of non-coding RNAs in sepsis. Curr Opin Infect Dis. 2020;33(6):530-9.
-
19Barwari T., Joshi A., Mayr M. MicroRNAs in Cardiovascular Disease. J Am Coll Cardiol. 2016;68(23):2577-84.
-
20Zhu Y., Lu H., Huo Z., Ma Z., Dang J., Dang W., et al., MicroRNA-16 inhibits feto-maternal angiogenesis and causes recurrent spontaneous abortion by targeting vascular endothelial growth factor. Sci Rep. 2016;6:35536.
-
21Zhang Y., Zhou J., Li M.-Q., Xu J., Zhang J.-P., Jin L.-P.. MicroRNA-184 promotes apoptosis of trophoblast cells via targeting WIG1 and induces early spontaneous abortion. Cell Death Dis. 2019;10(3):223.
-
22Ding J., Cheng Y., Zhang Y., Liao S., Yin T., Yang J., et al. The miR-27a-3p/USP25 axis participates in the pathogenesis of recurrent miscarriage by inhibiting trophoblast migration and invasion. J Cell Physiol. 2019;234(11):19951-63.
-
23Jairajpuri D.S., Malalla Z.H., Mahmood N., Khan F., Almawi W.Y. Differentially expressed circulating microRNAs associated with idiopathic recurrent pregnancy loss. Gene. 2021;768:145334.
-
24Hosseini M., Gunel T., Gumusoglu E., Benian A., Aydinli K. MicroRNA expression profiling in placenta and maternal plasma in early pregnancy loss. Mol Med Rep. 2018;17(4):4941-52.
-
25Shahidi M., Nazari F., Ghanbarian H., Taheripanah R., Hajivalili M., Amani D., et al. miR-146b-5p and miR-520 h expressions are upregulated in serum of women with recurrent spontaneous abortion. Biochem Genet. 2022;60(5):1716-32.
-
26Li D., Li J. Association of miR-34a-3p/5p, miR-141-3p/5p, and miR-24 in decidual natural killer cells with unexplained recurrent spontaneous abortion. Med Sci Monit. 2016;22:922-9.
-
27Juchnicka I., Kuźmicki M., Niemira M., Bielska A., Sidorkiewicz I., Zbucka-Krętowska M., et al. miRNAs as predictive factors in early diagnosis of gestational diabetes mellitus. Front Endocrinol (Lausanne). 2022;13:839344.
-
28Lu Q., Yan Q., Xu F., Li Y., Zhao W., Wu C., et al. MicroRNA-873 is a potential serum biomarker for the detection of ectopic pregnancy. Cell Physiol Biochem. 2017;41(6):2513-22.
-
29Zhao Z., Moley K., Gronowski A. Diagnostic potential for miRNAs as biomarkers for pregnancy-specific diseases. Clin Biochem. 2013;46:953-60.
-
30Xu X., Lv S., Xiao Z. Analysis of a circRNA-, miRNA-, and mRNA-associated ceRNA network reveals potential biomarkers in preeclampsia a ceRNA network in preeclampsia. Ann Med. 2021;53(1):2354-64.
-
31Landgraf P., Rusu M., Sheridan R., Sewer A., Iovino N., Aravin A., et al., A mammalian microRNA expression atlas based on small RNA library sequencing. Cell. 2007;129(7):1401-14.
-
32Wang Y., Cheng K., Zhou W., Liu H., Yang T., Hou P., et al. miR-141-5p regulate ATF2 via effecting MAPK1/ERK2 signaling to promote preeclampsia. Biomed Pharmacother. 2019;115:108953.
-
33Zhang M., Wang S., Tang L., Wang X., Zhang T., Xia X., et al., Downregulated circular RNA hsa_circ_0067301 regulates epithelial-mesenchymal transition in endometriosis via the miR-141/Notch signaling pathway. Biochem Biophys Res Commun. 2019;514(1):71-7.
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34Cai H., Zhu X.-X., Li Z.-F., Zhu Y.-P., Lang J.-H. MicroRNA dysregulation and steroid hormone receptor expression in uterine tissues of rats with endometriosis during the implantation window. Chin Med J (Engl). 2018;131(18):2193-204.
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Publication Dates
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Publication in this collection
08 Mar 2024 -
Date of issue
2024
History
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Received
25 Aug 2023 -
Reviewed
18 Dec 2023 -
Accepted
30 Dec 2023