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Biochemical markers for prediction of the first half pregnancy losses: a review

Abstract

Objective

26% of all pregnancies end in miscarriage, and up to 10% of clinically diagnosed pregnancies, and recurrent pregnancy loss is 5% among couples of childbearing ages. Although there are several known causes of pregnancy loss in the first half, including recurrent pregnancy loss, including parental chromosomal abnormalities, uterine malformations, endocrinological disorders, and immunological abnormalities, about half of the cases of pregnancy loss in its first half remain unexplained.

Methods

The review includes observational controlled studies (case-control or cohort, longitudinal studies, reviews, meta-analyses), which include the study of biochemical factors for predicting pregnancy losses in the first half, in singlet pregnancy. The Newcastle-Ottawa Scale (NOS) was used to assess the research quality.

Results

Finally, 27 studies were included in the review, which has 134904 examined patients. The results of the review include estimates of β-human chorionic gonadotropin, progesterone, pregnancy-associated protein – A, angiogenic vascular factors, estradiol, α-fetoprotein, homocysteine and CA-125 as a predictors or markers of the first half pregnancy losses.

Conclusion

It may be concluded that to date, research data indicate the unavailability of any reliable biochemical marker for predicting pregnancy losses in its first half and require either a combination of them or comparison with clinical evidence. A fairly new model shall be considered for the assessment of α-fetoprotein in vaginal blood, which may have great prospects in predicting spontaneous miscarriages.

Biochemical marker; Laboratory marker; Pregnancy; Prediction; Spontaneous abortion; Miscarriage; Missed abortion

Introduction

The most common complication of the pregnancy is spontaneous abortion, at a term less than 20 weeks of gestation, which is frequently considered as the first half of pregnancy encompassing the first and part of the second trimesters.11. MacDorman MF, Kirmeyer SE, Wilson EC. Fetal and perinatal mortality, United States, 2006. Natl Vital Stat Rep. 2012;60(8):1-22.According to published reports, a 26% of all pregnancies end in miscarriage, and up to 10% of clinically diagnosed pregnancies.22. Kanmaz AG, Inan AH, Beyan E, Budak A. The effects of threatened abortions on pregnancy outcomes. Ginekol Pol. 2019;90(4):195-200. doi: 10.5603/GP.a2019.0035
https://doi.org/10.5603/GP.a2019.0035...
Recurrent pregnancy loss (RPL) is 5% among couples of childbearing age.33. Ticconi C, Pietropolli A, Di Simone N, Piccione E, Fazleabas A. Endometrial immune dysfunction in recurrent pregnancy loss. Int J Mol Sci. 2019;20(21):5332. doi: 10.3390/ijms20215332
https://doi.org/10.3390/ijms20215332...
Moreover, 80% of miscarriages occur in the first trimester, with a reduced risk of miscarriage after 12 weeks of pregnancy.44. Kaitu'u-Lino TJ, Whitehead CL, Ngian GL, Permezel M, Tong S. Serum concentrations of soluble Flt-1 are decreased among women with a viable fetus and no symptoms of miscarriage destined for pregnancy loss. PLoS One. 2012;7(2):e32509. doi: 10.1371/journal.pone.0032509
https://doi.org/10.1371/journal.pone.003...
It is generally assumed, that unprompted pregnancy losses occurring prior to the fetus are “physiological” phenomenon, preventing the conception of serious structural malformations or chromosomal aberrations incompatible with life from progressing to viability. Clinical studies confirm the availability of fetal malformations in 85% of cases and abnormal karyotype in 75% of cases, with spontaneous pregnancy losses in the first trimester.55. Philipp T, Philipp K, Reiner A, Beer F, Kalousek DK. Embryoscopic and cytogenetic analysis of 233 missed abortions: factors involved in the pathogenesis of developmental defects of early failed pregnancies. Hum Reprod. 2003;18(8):1724-32. doi: 10.1093/humrep/deg309
https://doi.org/10.1093/humrep/deg309...
Spontaneous pregnancy losses in the first half of pregnancy might be associated with such causes as molecular-genetic abnormalities in one of the parents,66. Branch DW, Gibson M, Silver RM. Clinical practice. Recurrent miscarriage. N Engl J Med. 2010;363(18):1740-7. doi: 10.1056/NEJMcp1005
https://doi.org/10.1056/NEJMcp1005...
immunological and immunogenic disorders,77. Holers VM, Girardi G, Mo L, Guthridge JM, Molina H, Pierangeli SS, et al. Complement C3 activation is required for antiphospholipid antibody-induced fetal loss. J Exp Med. 2002;195(2):211-20. doi: 10.1084/jem.200116116
https://doi.org/10.1084/jem.200116116...
thrombophilia88. Lassere M, Empson M. Treatment of antiphospholipid syndrome in pregnancy--a systematic review of randomized therapeutic trials. Thromb Res. 2004;114(5-6):419-26. doi: 10.1016/j.thromres.2004.08.006
https://doi.org/10.1016/j.thromres.2004....
endocrine diseases,99. Negro R, Schwartz A, Gismondi R, Tinelli A, Mangieri T, Stagnaro-Green A. Increased pregnancy loss rate in thyroid antibody negative women with TSH levels between 2.5 and 5.0 in the first trimester of pregnancy. J Clin Endocrinol Metab. 2010;95(9):E44-8. doi: 10.1210/jc.2010-0340
https://doi.org/10.1210/jc.2010-0340...
fragmentation of sperm DNA,1010. Robinson L, Gallos ID, Conner SJ, Rajkhowa M, Miller D, Lewis S, et al. The effect of sperm DNA fragmentation on miscarriage rates: a systematic review and meta-analysis. Hum Reprod. 2012;27(10):2908-17. doi: 10.1093/humrep/des261
https://doi.org/10.1093/humrep/des261...
endometrial embryo selectivity.1111. Teklenburg G, Salker M, Molokhia M, Lavery S, Trew G, Aojanepong T, et al. Natural selection of human embryos: decidualizing endometrial stromal cells serve as sensors of embryo quality upon implantation. PLoS One. 2010;5(4):e10258. doi: 10.1371/journal.pone.0010258
https://doi.org/10.1371/journal.pone.001...

It is worth to mention that approximately 50% of the cases of losses in the first half of pregnancy remain unexplained showing no connection to known causes such as recurrent pregnancy loss, including parental chromosomal abnormalities, uterine malformations, endocrinological disorders and immunological abnormalities.1212. Li TC, Makris M, Tomsu M, Tuckerman E, Laird S. Recurrent miscarriage: aetiology, management and prognosis. Hum Reprod Update. 2002;8(5):463-81. doi: 10.1093/humupd/8.5.463
https://doi.org/10.1093/humupd/8.5.463...

In addition to known factors, losses in the first half of pregnancy may also be related to the placenta’s disorders. In normal pregnancy, the earliest stages of development occur in the environment with a low oxygen concentration.1313. Jauniaux E, Poston L, Burton GJ. Placental-related diseases of pregnancy: involvement of oxidative stress and implications in human evolution. Hum Reprod Update. 2006;12(6):747-55. doi: 10.1093/humupd/dml016
https://doi.org/10.1093/humupd/dml016...
,1414. Jauniaux E, Watson AL, Hempstock J, Bao YP, Skepper JN, Burton GJ. Onset of maternal arterial blood flow and placental oxidative stress. A possible factor in human early pregnancy failure. Am J Pathol. 2000;157(6):2111-22. doi: 10.1016/S0002-9440(10)64849-3
https://doi.org/10.1016/S0002-9440(10)64...
A stable oxygen gradient between the decidua and fetoplacental tissue is also an important factor in trophoblast differentiation and migration, normal development of chorionic villi and angiogenesis.1515. Red-Horse K, Zhou Y, Genbacev O, Prakobphol A, Foulk R, McMaster M, et al. Trophoblast differentiation during embryo implantation and formation of the maternal-fetal interface. J Clin Invest. 2004;114(6):744-54. doi: 10.1172/JCI22991
https://doi.org/10.1172/JCI22991...
,1616. Burton GJ. Oxygen, the Janus gas; its effects on human placental development and function. J Anat. 2009;215(1):27-35. doi: 10.1111/j.1469-7580.2008.00978.x
https://doi.org/10.1111/j.1469-7580.2008...
Previous studies have shown that during normal pregnancy, physiological oxidative stress occurs in the placental tissue,1717. Jauniaux E, Greenwold N, Hempstock J, Burton GJ. Comparison of ultrasonographic and Doppler mapping of the intervillous circulation in normal and abnormal early pregnancies. Fertil Steril. 2003;79(1):100-6. doi: 10.1016/s0015-0282(02)04568-5
https://doi.org/10.1016/s0015-0282(02)04...
and changes in chorionic villi observed on the placenta periphery during the formation of fetal membranes are identical to those during miscarriage, indicating a common mechanism mediated by oxidative stress.1818. Jauniaux E, Hempstock J, Greenwold N, Burton GJ. Trophoblastic oxidative stress in relation to temporal and regional differences in maternal placental blood flow in normal and abnormal early pregnancies. Am J Pathol. 2003;162(1):115-25. doi: 10.1016/S0002-9440(10)63803-5
https://doi.org/10.1016/S0002-9440(10)63...

Oxidative stress and increased oxygenation might alter the various placental proteins synthesis. Some studies indicate a relationship between in vivo oxygen concentration and inhibin-A and sFlt-1 concentrations in early pregnancy, which suggests that specific placental proteins may be regulated by intrauterine oxygen concentration. Fetoplacental angiogenesis begins on the 21st day after impregnation and continues during the first trimester, turning into a richly branched villous capillary bed.1919. Barut F, Barut A, Gun BD, Kandemir NO, Harma MI, Harma M, et al. Intrauterine growth restriction and placental angiogenesis. Diagn Pathol. 2010;5:24. doi: 10.1186/1746-1596-5-2
https://doi.org/10.1186/1746-1596-5-2...
Trophoblasts are regulated by specific angiogenic factors and also express such factors.2020. Ahmed A, Perkins J. Angiogenesis and intrauterine growth restriction. Baillieres Best Pract Res Clin Obstet Gynaecol. 2000;14(6):981-98. doi: 10.1053/beog.2000.0139
https://doi.org/10.1053/beog.2000.0139...
In particular, vascular endothelial growth factor (VEGF) and placental growth factor (PlGF) have been found to play an important role in stimulating neovascularization, while soluble fms-like tyrosine kinase (sFlt-1) acts as a growth inhibiting factor.2121. Wa Law L, Sahota DS, Chan LW, Chen M, Lau TK, Leung TY. Serum placental growth factor and fms-like tyrosine kinase 1 during first trimester in Chinese women with pre-eclampsia--a case-control study. J Matern Fetal Neonatal Med. 2011;24(6):808-11. doi: 10.3109/14767058.2010.531309
https://doi.org/10.3109/14767058.2010.53...

22. Vatten LJ, Asvold BO, Eskild A. Angiogenic factors in maternal circulation and preeclampsia with or without fetal growth restriction. Acta Obstet Gynecol Scand. 2012;91(12):1388-94. doi: 10.1111/j.1600-0412.2012.01516.x
https://doi.org/10.1111/j.1600-0412.2012...
-2323. Tussupkaliyev A, Gaiday A, Bermagambetova S, Arenova S, Kaldigulova L, Dinets A. Urinary placental growth factor determined in the first trimester of pregnancy as a predictor of preeclampsia. Pregnancy Hypertens. 2020;21:63-7. doi: 10.1016/j.preghy.2020.05.0
https://doi.org/10.1016/j.preghy.2020.05...
A meta-analysis of 10 independent case-control studies showed that the polymorphisms rs1570360, rs3025039, rs2010963 and rs3025020 of VEGF were associated with the increased miscarriage risk.2424. Xu X, Du C, Li H, Du J, Yan X, Peng L, et al. Association of VEGF genetic polymorphisms with recurrent spontaneous abortion risk: a systematic review and meta-analysis. PLoS One. 2015;10(4):e0123696. doi: 10.1371/journal.pone.0123696
https://doi.org/10.1371/journal.pone.012...
Abnormal placental vascularization with increased oxidative damage is a common cause of preeclampsia, fetal growth restriction due to placental insufficiency and early miscarriage.1313. Jauniaux E, Poston L, Burton GJ. Placental-related diseases of pregnancy: involvement of oxidative stress and implications in human evolution. Hum Reprod Update. 2006;12(6):747-55. doi: 10.1093/humupd/dml016
https://doi.org/10.1093/humupd/dml016...
,2525. Gaiday A, Balash L, Tussupkaliyev A. The role of high concentrations of homocysteine for the development of fetal growth restriction. Rev Bras Ginecol Obstet. 2022;44(4):352-9. doi: 10.1055/s-0042-1743093
https://doi.org/10.1055/s-0042-1743093...
Angiogenic factors in complicated early pregnancy were evaluated with some limitations, which requires further study of this issue and the identification of new prognostic models based on angiogenic factors expression.

The aim of this review study was to conduct a research literature analyses and to evaluate the possible role of angiogenic factors for predicting pregnancy losses in its first half of first trimester.

Methods

The study was conducted within the framework of the scientific and technical project “Prediction of preeclampsia based on urinal PLGF and sFlt-1 concentrations: a multicenter cohort study” funded by the Ministry of Science and Education of the Republic of Kazakhstan, grant No. AP14869445.

The PRISMA statement and checklist was used to compile the study protocol and used for the study report.2626. Moher D, Liberati A, Tetzlaff J, Altman DG; PRISMA Group. Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. PLoS Med. 2009;6(7):e1000097. doi: 10.1371/journal.pmed.1000097
https://doi.org/10.1371/journal.pmed.100...
The search for relevant studies was performed in the international databases Cochrane Central Register of Controlled Trials (CENTRAL), MEDLINE, EMBASE, Scopus, Web of Science, Google Scholar. The links of all known primary and review articles were examined to identify cited articles that were not detected by the electronic searching.

Medical subject headings (MeSH) were used to search in the title, keywords and abstracts for biochemical markers (“biochemical marker”, “biological marker”, “laboratory marker”, “marker”, “serum marker”) and also for pregnancy loss (“pregnancy”, “first trimester of pregnancy”, “prognosis”, “prediction”, “spontaneous abortion”, “miscarriage”, “missed abortion”) and were combined with the logical operators: AND and OR. Two authors independently searched databases without restrictions on the language and year of publication, looking through titles and abstracts. After that, repetitions in the found studies were removed by comparison, and the relevance of the selected studies was evaluated according to the studies complete text.

The study includes observational controlled studies (case-control or cohort, longitudinal studies, reviews, meta-analyses), which include the study of biochemical factors for predicting pregnancy losses in the first half, and in the singlet pregnancy. Reviews are included in the original search to check for supporting links. The assessment of the biochemical factors level is accepted both before the onset of clinical evidence of pregnancy loss and with clinical symptoms. Outcome (i.e. pregnancy loss in the first half) was evaluated according to the recommendations of the European Society of Human Reproduction and Embryology (ESHRE), after laboratory, clinical and ultrasound diagnostic methods (U/S) of uterine pregnancy: uterine bleeding in the first half of pregnancy accompanied by complete or incomplete expulsion of the gestational sac/fetus from the uterine cavity confirmed by ultrasound; deceased gestational sac/fetus without clinical evidence, confirmed by ultrasonic examination. With abundant uterine bleeding requiring instrumental management, positive serum chorionic gonadotropin, without ultrasound confirmation of the presence of a gestational sac/fetus in the uterine cavity, with the exception of ectopic pregnancy.

Comments, editorials, correspondence with the editorial board, case series (as determined by the study’s authors), reports and animal studies, outcomes not consistent with the ESHRE criteria were excluded from the study.

The Newcastle-Ottawa Scale (NOS) was used to assess the research quality.2727. Lo CK, Mertz D, Loeb M. Newcastle-Ottawa Scale: comparing reviewers' to authors' assessments. BMC Med Res Methodol. 2014;14:45. doi: 10.1186/1471-2288-14-45
https://doi.org/10.1186/1471-2288-14-45...
The articles have been classified as of high quality (≥ 5 points) or of low quality (<5 points). The study includes all articles that scored ≥ 5 points. Two authors independently reviewed articles according to the NOS scale. In case of disagreement between the authors on the study assessment, the third author conducted an independent assessment according to the NOS scale, as a result of which a decision was made to assess the study quality and its inclusion in the study.

Extraction of the study outcome indices, which are indicated in the selected articles, were carried out according to the following criteria: year of publication, first author, study design, study population, number of subjects in the pregnancy loss group and control group, trimester or gestation age.

Results

According to the search a 2,152 research papers were identified. Analyses of the abstracts and full-text articles revealed 27 studies which were included in the review. These 27 studies gather 134904 examined patients as showed in figure 1.

Figure 1
Flow chart illustrating the selection process of the studies for the review

β-hCG (β-human chorionic gonadotropin)

According to Stewart et al.,2828. Stewart BK, Nazar-Stewart V, Toivola B. Biochemical discrimination of pathologic pregnancy from early, normal intrauterine gestation in symptomatic patients. Am J Clin Pathol. 1995;103(4):386-90. doi: 10.1093/ajcp/103.4.386
https://doi.org/10.1093/ajcp/103.4.386...
the β-hCG subunit may be detected in the plasma of a pregnant woman as early as eight days after ovulation. Quantitative levels of β-hCG may provide useful information about early pregnancy. The results of research by Barnhart et al.2929. Barnhart KT, Guo W, Cary MS, Morse CB, Chung K, Takacs P, et al. Differences in serum human chorionic gonadotropin rise in early pregnancy by race and value at presentation. Obstet Gynecol. 2016;128(3):504-11. doi: 10.1097/AOG.0000000000001568
https://doi.org/10.1097/AOG.000000000000...
indicated that in women with a viable intrauterine pregnancy, the initial levels of β-hCG should be within 48 hours by at least 49% in case of β-hCG of 1500 mMU/ml, by 40% in case of β-hCG from 1500 to 3000 mMU/ml, and by 33% in case of β-hCG exceeding 3000 mMU/ml. Lower concentrations of β-hCG increase to suggest early pregnancy abortion or ectopic pregnancy. Meta-analysis by Pillai et al.3030. Pillai RN, Konje JC, Tincello DG, Potdar N. Role of serum biomarkers in the prediction of outcome in women with threatened miscarriage: a systematic review and diagnostic accuracy meta-analysis. Hum Reprod Update. 2016;22(2):228-39. doi: 10.1093/humupd/dmv054
https://doi.org/10.1093/humupd/dmv054...
showed role of low β-hCG for prognosis of pregnancy abortion with β-hCG sensitivity of 44% (95% CI 17-75%), specificity of 86% (95% CI 80-91%), positive likelihood ratio of 3.37 (95% CI 1.98–5.74%) and negative likelihood ratio of 0.63 (95% CI 0.36–1.11). The level of hCG in blood increases rapidly with a maximum level of 50 000–1 00 000 IU/ml attained at about 8–10 weeks of gestation. The consistent nature of this pattern has made quantitative determinations of hCG a valuable tool in the clinical assessment of early pregnancy abnormalities.3030. Pillai RN, Konje JC, Tincello DG, Potdar N. Role of serum biomarkers in the prediction of outcome in women with threatened miscarriage: a systematic review and diagnostic accuracy meta-analysis. Hum Reprod Update. 2016;22(2):228-39. doi: 10.1093/humupd/dmv054
https://doi.org/10.1093/humupd/dmv054...
By approximately 10 weeks of pregnancy, the level of β-hCG usually stabilizes or decreases and cannot be used as marker for pregnancy, therefore serial ultrasound is the preferred diagnostic tool at that period of pregnancy.3131. Barnhart KT, Sammel MD, Rinaudo PF, Zhou L, Hummel AC, Guo W. Symptomatic patients with an early viable intrauterine pregnancy: HCG curves redefined. Obstet Gynecol. 2004;104(1):50-5. doi: 10.1097/01.AOG.0000128174.48843.12
https://doi.org/10.1097/01.AOG.000012817...

Progesterone

Measurement of progesterone in serum is useful for distinguishing between early viable or non-viable pregnancy, especially in conditions of inconclusive ultrasonic examination. In a meta-analysis by Verhaegen et al.,3232. Verhaegen J, Gallos ID, van Mello NM, Abdel-Aziz M, Takwoingi Y, Harb H, et al. Accuracy of single progesterone test to predict early pregnancy outcome in women with pain or bleeding: meta-analysis of cohort studies. BMJ. 2012;345:e6077. doi: 10.1136/bmj.e6077
https://doi.org/10.1136/bmj.e6077...
evaluating the accuracy of a single progesterone test to predict the pregnancy outcome in women with bleeding in the first trimester, showed that its concentration was less than 6 ng/ml (19.1 nmol/l) reliably excludes viable pregnancy with a negative predictive value of 99%. Low progesterone concentrations do not allow distinguishing intrauterine pregnancy from extra-uterine pregnancy.3232. Verhaegen J, Gallos ID, van Mello NM, Abdel-Aziz M, Takwoingi Y, Harb H, et al. Accuracy of single progesterone test to predict early pregnancy outcome in women with pain or bleeding: meta-analysis of cohort studies. BMJ. 2012;345:e6077. doi: 10.1136/bmj.e6077
https://doi.org/10.1136/bmj.e6077...
In the meta–analysis, Pillai et al.,3030. Pillai RN, Konje JC, Tincello DG, Potdar N. Role of serum biomarkers in the prediction of outcome in women with threatened miscarriage: a systematic review and diagnostic accuracy meta-analysis. Hum Reprod Update. 2016;22(2):228-39. doi: 10.1093/humupd/dmv054
https://doi.org/10.1093/humupd/dmv054...
devoted to the study of serum progesterone for predicting fetus wastage, showed the sensitivity of 30% (95% CI 2-87%), specificity of 86% (95% CI 78-91%), the positive likelihood ratio of 2.24 (95% CI 0.32-15.80%) and the negative likelihood ratio of 0.81 (95% CI 0.35–1.86).

PAPP-A (Pregnancy-associated protein - A)

Since PAPP-A is regularly measured in all women and is relevant to pregnancy outcomes; expression of this protein is performed by cost-effective method and therefore might be used to predict the pregnancy losses. Two recent studies have examined the relationship between low RARP-A levels and subsequent spontaneous pregnancy losses.3333. van Ravenswaaij R, Tesselaar-van der Goot M, de Wolf S, van Leeuwen-Spruijt M, Visser GH, Schielen PC. First-trimester serum PAPP-A and fbeta-hCG concentrations and other maternal characteristics to establish logistic regression-based predictive rules for adverse pregnancy outcome. Prenat Diagn. 2011;31(1):50-7. doi: 10.1002/pd.2610
https://doi.org/10.1002/pd.2610...
,3434. Hanita O, Roslina O, Azlin MI. Maternal level of pregnancy-associated plasma protein A as a predictor of pregnancy failure in threatened abortion. Malays J Pathol. 2012;34(2):145-51.In 2012, Hanita et al.3434. Hanita O, Roslina O, Azlin MI. Maternal level of pregnancy-associated plasma protein A as a predictor of pregnancy failure in threatened abortion. Malays J Pathol. 2012;34(2):145-51. performed a prospective cohort study on 42 women at risk of miscarriage and 40 women were in the control observation group. Out of 82 women, on 9 (11%) women the authors found that the average PAPP-A level was significantly lower in the group with pregnancy losses, compared with the observation group (0.78 multiple of median (MoM) vs. 1.00 MoM P < 0.05).3434. Hanita O, Roslina O, Azlin MI. Maternal level of pregnancy-associated plasma protein A as a predictor of pregnancy failure in threatened abortion. Malays J Pathol. 2012;34(2):145-51.In a 2011 a cohort study was performed by van Ravenswaaij et al.3333. van Ravenswaaij R, Tesselaar-van der Goot M, de Wolf S, van Leeuwen-Spruijt M, Visser GH, Schielen PC. First-trimester serum PAPP-A and fbeta-hCG concentrations and other maternal characteristics to establish logistic regression-based predictive rules for adverse pregnancy outcome. Prenat Diagn. 2011;31(1):50-7. doi: 10.1002/pd.2610
https://doi.org/10.1002/pd.2610...
among 28,566 women, showing a low level of RARP-A below the 5th percentile as predictor of subsequent miscarriage (odds ratio 14.53; 95% CI from 10.44 to 20.22). These recent studies suggest that low levels of PAPP-A may be associated with subsequent pregnancy loss before the fetus becomes viable. A meta-analysis by Pillai et al.3030. Pillai RN, Konje JC, Tincello DG, Potdar N. Role of serum biomarkers in the prediction of outcome in women with threatened miscarriage: a systematic review and diagnostic accuracy meta-analysis. Hum Reprod Update. 2016;22(2):228-39. doi: 10.1093/humupd/dmv054
https://doi.org/10.1093/humupd/dmv054...
has showed that PAPP-A had low and wide sensitivity in the range from 25 to 64%, but high specificity in the range from 88% to 94%. As a result of another meta-analysis by Hadizadeh-Talasaz et al.,3535. Hadizadeh-Talasaz Z, Taghipour A, Mousavi-Vahed SH, Roudsari RL. Predictive value of pregnancy-associated plasma protein-A in relation to fetal loss: a systematic review and meta-analysis. Int J Reprod Biomed. 2020;18(6):395-406. doi: 10.18502/ijrm.v13i6.7281
https://doi.org/10.18502/ijrm.v13i6.7281...
it was concluded that PAPP-A might not be recommended for routine prediction of fetal loss and further studies with a combination of other biomarkers are needed. Further research results showed the prognostic significance of PAPP-A for pregnancy loss sensitivity 57% (95% CI 53-63%), specificity 83% (95% CI 80-85%), positive the likelihood ratio is 3.52 (95% CI 2.44-5.07), the negative likelihood ratio is 0.54 (95% CI 0.37–0.79) and the diagnostic odds ratio is 6.95 (95% CI 3.58–13.50).3535. Hadizadeh-Talasaz Z, Taghipour A, Mousavi-Vahed SH, Roudsari RL. Predictive value of pregnancy-associated plasma protein-A in relation to fetal loss: a systematic review and meta-analysis. Int J Reprod Biomed. 2020;18(6):395-406. doi: 10.18502/ijrm.v13i6.7281
https://doi.org/10.18502/ijrm.v13i6.7281...
Dugoff et al.3636. Dugoff L, Hobbins JC, Malone FD, Porter TF, Luthy D, Comstock CH, et al. First-trimester maternal serum PAPP-A and free-beta subunit human chorionic gonadotropin concentrations and nuchal translucency are associated with obstetric complications: a population-based screening study (the FASTER Trial). Am J Obstet Gynecol. 2004;191(4):1446-51. doi: 10.1016/j.ajog.2004.06.052
https://doi.org/10.1016/j.ajog.2004.06.0...
in a trial study FaSTER has showed that although a low level of PAPP-A is associated with unfavorable pregnancy outcomes; it is a poor predictor of such outcomes.

Angiogenic vascular factors (VEGF – endothelial growth factor, PLGF – placental growth factor, sFlt-1 – soluble tyrosine kinase - 1)

Recent data have demonstrated that altered expression of VEGF family members may be a contributing factor to pregnancy loss and recurrent pregnancy loss.3737. Pang L, Wei Z, Li O, Huang R, Qin J, Chen H, et al. An increase in vascular endothelial growth factor (VEGF) and VEGF soluble receptor-1 (sFlt-1) are associated with early recurrent spontaneous abortion. PLoS One. 2013;8(9):e75759. doi: 10.1371/journal.pone.0075759
https://doi.org/10.1371/journal.pone.007...
,3838. Amirchaghmaghi E, Rezaei A, Moini A, Roghaei MA, Hafezi M, Aflatoonian R. Gene expression analysis of VEGF and its receptors and assessment of its serum level in unexplained recurrent spontaneous abortion. Cell J. 2015;16(4):538-45. doi: 10.22074/cellj.2015.498
https://doi.org/10.22074/cellj.2015.498...
The results of the study of the expression of VEGF and its receptors in women with unexplained recurrent pregnancy loss have presented that during the average-late secretory phase and in the peri-implantation period, decreasing of the expression of VEGF-A in vascular smooth muscle cells, endothelial cells and glandular epithelial cells decreased, while the expression of VEGFR-1 in stromal cells was also decreased.3939. Lash GE, Innes BA, Drury JA, Robson SC, Quenby S, Bulmer JN. Localization of angiogenic growth factors and their receptors in the human endometrium throughout the menstrual cycle and in recurrent miscarriage. Hum Reprod. 2012;27(1):183-95. doi: 10.1093/humrep/der376
https://doi.org/10.1093/humrep/der376...
,4040. Banerjee P, Jana SK, Pasricha P, Ghosh S, Chakravarty B, Chaudhury K. Proinflammatory cytokines induced altered expression of cyclooxygenase-2 gene results in unreceptive endometrium in women with idiopathic recurrent spontaneous miscarriage. Fertil Steril. 2013;99(1):179-87.e2. doi: 10.1016/j.fertnstert.2012.08.034
https://doi.org/10.1016/j.fertnstert.201...
On the other hand, patients with recurrent pregnancy loss had higher expression of VEGF in the lumen epithelium, glandular epithelium and endometrial stroma during embryo implantation as showed by Chen et al.4141. Chen X, Man GC, Liu Y, Wu F, Huang J, Li TC, et al. Physiological and pathological angiogenesis in endometrium at the time of embryo implantation. Am J Reprod Immunol. 2017;78(2):e12693. doi: 10.1111/aji.12693
https://doi.org/10.1111/aji.12693...
Pang et al.3737. Pang L, Wei Z, Li O, Huang R, Qin J, Chen H, et al. An increase in vascular endothelial growth factor (VEGF) and VEGF soluble receptor-1 (sFlt-1) are associated with early recurrent spontaneous abortion. PLoS One. 2013;8(9):e75759. doi: 10.1371/journal.pone.0075759
https://doi.org/10.1371/journal.pone.007...
has also found that serum levels of VEGF and sFlt-1 in women with pregnancy losses were significantly higher as compared to women with normal pregnancy.3737. Pang L, Wei Z, Li O, Huang R, Qin J, Chen H, et al. An increase in vascular endothelial growth factor (VEGF) and VEGF soluble receptor-1 (sFlt-1) are associated with early recurrent spontaneous abortion. PLoS One. 2013;8(9):e75759. doi: 10.1371/journal.pone.0075759
https://doi.org/10.1371/journal.pone.007...
In a study by Muttukrishna et al.4242. Muttukrishna S, Swer M, Suri S, Jamil A, Calleja-Agius J, Gangooly S, et al. Soluble Flt-1 and PlGF: new markers of early pregnancy loss? PLoS One. 2011;6(3):e18041. doi: 10.1371/journal.pone.0018041
https://doi.org/10.1371/journal.pone.001...
it was found that the average level of serum sFlt-1 was significantly decrease by 86% in the group patients with miscarriage as compared to the healthy patients in control group. Serum PLGF levels were lower in patients with miscarriage as compared to patients who had full-term live-born child.4242. Muttukrishna S, Swer M, Suri S, Jamil A, Calleja-Agius J, Gangooly S, et al. Soluble Flt-1 and PlGF: new markers of early pregnancy loss? PLoS One. 2011;6(3):e18041. doi: 10.1371/journal.pone.0018041
https://doi.org/10.1371/journal.pone.001...
In study by Kaitu’u-Lino et al.,44. Kaitu'u-Lino TJ, Whitehead CL, Ngian GL, Permezel M, Tong S. Serum concentrations of soluble Flt-1 are decreased among women with a viable fetus and no symptoms of miscarriage destined for pregnancy loss. PLoS One. 2012;7(2):e32509. doi: 10.1371/journal.pone.0032509
https://doi.org/10.1371/journal.pone.003...
a significant decrease (35%) of circulating sFlt-1 in serum was found in the miscarriage cohort as compared to women who gave birth to a live child at term 1.0 (0-3.3) MoM vs. 0.65 (0-1.94) MoM. In that study no changes were observed in the circulating serum PlGF between the groups of pregnant women with miscarriage and with the normal gestation course. It is also worth to mention that Kaitu’u-Lino et al.44. Kaitu'u-Lino TJ, Whitehead CL, Ngian GL, Permezel M, Tong S. Serum concentrations of soluble Flt-1 are decreased among women with a viable fetus and no symptoms of miscarriage destined for pregnancy loss. PLoS One. 2012;7(2):e32509. doi: 10.1371/journal.pone.0032509
https://doi.org/10.1371/journal.pone.003...
also did ROC analysis, showing the area under the curve (AUC) for sFlt-1 was 0.66 (p = 0.03) associating with pregnancy loss. Consequently, despite the statistically significant difference in sFlt-1 between the miscarriage cohort and the control group, sFlt-1 has low sensitivity and specificity for predicting miscarriage.44. Kaitu'u-Lino TJ, Whitehead CL, Ngian GL, Permezel M, Tong S. Serum concentrations of soluble Flt-1 are decreased among women with a viable fetus and no symptoms of miscarriage destined for pregnancy loss. PLoS One. 2012;7(2):e32509. doi: 10.1371/journal.pone.0032509
https://doi.org/10.1371/journal.pone.003...
In a study by Jayasena et al.4343. Jayasena CN, Abbara A, Comninos AN, Narayanaswamy S, Gonzalez Maffe J, Izzi-Engbeaya C, et al. Novel circulating placental markers prokineticin-1, soluble fms-like tyrosine kinase-1, soluble endoglin and placental growth factor and association with late miscarriage. Hum Reprod. 2016;31(12):2681-8. doi: 10.1093/humrep/dew225
https://doi.org/10.1093/humrep/dew225...
dedicated to the investigation of circulating angiogenic factors associated with late miscarriage, it was found that the levels of sFlt-1 and PLGF were lower in women who later suffered a miscarriage compared with uncomplicated pregnancy. Logistic regression modeling showed that increased sFlt-1 (odds ratio 0.15, 95% CI 0.08-0.26, p = 0.0001) and PLGF (odds ratio 0.02 95 CI 0.01-0.05, p = 0.0001) were associated with the lower risk of miscarriage after adjusting for age, BMI, gestational age, smoking and blood pressure. The combination of sFlt-1 and PLGF did not increase the prediction accuracy.4343. Jayasena CN, Abbara A, Comninos AN, Narayanaswamy S, Gonzalez Maffe J, Izzi-Engbeaya C, et al. Novel circulating placental markers prokineticin-1, soluble fms-like tyrosine kinase-1, soluble endoglin and placental growth factor and association with late miscarriage. Hum Reprod. 2016;31(12):2681-8. doi: 10.1093/humrep/dew225
https://doi.org/10.1093/humrep/dew225...
In another study, by Daponte et al.,4444. Daponte A, Pournaras S, Polyzos NP, Tsezou A, Skentou H, Anastasiadou F, et al. Soluble FMS-like tyrosine kinase-1 (sFlt-1) and serum placental growth factor (PlGF) as biomarkers for ectopic pregnancy and missed abortion. J Clin Endocrinol Metab. 2011;96(9):E1444-51. doi: 10.1210/jc.2011-0037
https://doi.org/10.1210/jc.2011-0037...
it was found that the concentration of serum PLGF and sFlt-1 was lower both in ectopic pregnancy (14.6±3.42/178.16±76.03 pg/ml) and in pregnancy losses (16.25±4.73/399.42±337.54 pg/ml) compared with uncomplicated pregnancy (21.64±5.68/1390.32±655.37 pg/ml). In women with viable uterine pregnancies, the expression of PLGF and Flt-1 genes were significantly lower in women with miscarriages and extrauterine gestation.4444. Daponte A, Pournaras S, Polyzos NP, Tsezou A, Skentou H, Anastasiadou F, et al. Soluble FMS-like tyrosine kinase-1 (sFlt-1) and serum placental growth factor (PlGF) as biomarkers for ectopic pregnancy and missed abortion. J Clin Endocrinol Metab. 2011;96(9):E1444-51. doi: 10.1210/jc.2011-0037
https://doi.org/10.1210/jc.2011-0037...
In another study by Stohl et al.4545. Stohl HE, Yu N, Stohl W. First-trimester serum BAFF:sFlt-1 ratio as a candidate early biomarker of spontaneous abortion. Am J Reprod Immunol. 2021;86(4):e13428. doi: 10.1111/aji.13428
https://doi.org/10.1111/aji.13428...
it was found that the average level of sFlt-1 in serum was higher in the first trimester of pregnancy than in non-pregnant controls, and high levels of sFlt-1 in the first trimester were associated with spontaneous miscarriages AUC 0.755 (95% CI 0.606-0.904) with the cutoff level of 0.1865 ng/ml, sensitivity 76.9%, specificity 73.7%, positive likelihood ratio 0.243, negative likelihood ratio 0.966, odds ratio 9.35 (95 CI 2.41-36.22).

Estradiol

In a systematic review with meta-analysis by Pillai et al.,3030. Pillai RN, Konje JC, Tincello DG, Potdar N. Role of serum biomarkers in the prediction of outcome in women with threatened miscarriage: a systematic review and diagnostic accuracy meta-analysis. Hum Reprod Update. 2016;22(2):228-39. doi: 10.1093/humupd/dmv054
https://doi.org/10.1093/humupd/dmv054...
four studies involving 244 women were included, in which estradiol in serum was studied to predict the outcome in women at miscarriage risk (30). Data analysis showed estradiol as a good prognostic marker for pregnancy loss with sensitivity of 45% (95% CI 6-90%), specificity of 87% (95% CI 81-92%), positive likelihood ratio of 3.72 (95% CI 1.01–13.71) and negative likelihood ratio of 0.62 (95% CI 0.20–1.84). Deng et al.4646. Deng W, Sun R, Du J, Wu X, Ma L, Wang M, et al. Prediction of miscarriage in first trimester by serum estradiol, progesterone and beta-human chorionic gonadotropin within 9 weeks of gestation. BMC Pregnancy Childbirth. 2022;22(1):112. doi: 10.1186/s12884-021-04158-w
https://doi.org/10.1186/s12884-021-04158...
showed that at 5-6 weeks of gestation cut-off level for estradiol associated with a miscarriage was 320 pg/ml with an AUC under the ROC curve equal to 0.709 (95% CI 0.793- 0.938, p = 0.000), a diagnostic threshold value at 7-9 weeks of gestation of 576 pg/ml, sensitivity 0.804, specificity 0.829. As a result of the conducted studies, it was revealed that low estradiol levels in the terms of 7-9 weeks of pregnancy may be used to predict miscarriage in the first trimester.4646. Deng W, Sun R, Du J, Wu X, Ma L, Wang M, et al. Prediction of miscarriage in first trimester by serum estradiol, progesterone and beta-human chorionic gonadotropin within 9 weeks of gestation. BMC Pregnancy Childbirth. 2022;22(1):112. doi: 10.1186/s12884-021-04158-w
https://doi.org/10.1186/s12884-021-04158...

α-fetoprotein

α-fetoprotein (AFP) is a product of specific fetal tissues and neoplastic cells of hepatocytic or germ origin in adults.4747. Deutsch HF. Chemistry and biology of alpha-fetoprotein. Adv Cancer Res. 1991;56:253-312. doi: 10.1016/s0065-230x(08)60483-2
https://doi.org/10.1016/s0065-230x(08)60...
In a retrospective study by Hu et al.,4848. Hu JL, Zhang YJ, Zhang JM, Zhu S, Li DM, Yin YF, et al. Pregnancy outcomes of women with elevated second-trimester maternal serum alpha-fetoprotein. Taiwan J Obstet Gynecol. 2020;59(1):73-8. doi: 10.1016/j.tjog.2019.11.011
https://doi.org/10.1016/j.tjog.2019.11.0...
it was determined that elevated AFP in maternal serum (≥ 2.5 times MoM) increases the risk of miscarriage (OR 20.81), with the frequency of 7.46%. The study by Mor et al.4949. Mor A, Tal R, Haberman S, Kalgi B, Nasab SH, Minkoff H. Same-day confirmation of intrauterine pregnancy failure in women with first- and early second-trimester bleeding. Fertil Steril. 2018;109(6):1060-4. doi: 10.1016/j.fertnstert.2018.02.006
https://doi.org/10.1016/j.fertnstert.201...
devoted to the identification of miscarriage by AFP concentration in vaginal blood showed mean concentrations of AFP in vaginal blood of 192.2 ng/ml (range 9.2-195 ng/ml) and in maternal serum 6.2 ng/ml (range 0.9-211 ng/ml) for miscarriages/incomplete miscarriages, whereas they were only 73.1 (range 1.5-280 ng/ml) and 25.2 ng/ml (range 18.7-73.3 ng/ml) for groups of high risk of pregnancy loss and cerclage, respectively.

Homocysteine

Homocystein (Hcy) has an impact on the risk for the pregnancy loss. According to recent research by Dai et al.5050. Dai C, Fei Y, Li J, Shi Y, Yang X. A novel review of homocysteine and pregnancy complications. Biomed Res Int. 2021;2021:6652231. doi: 10.1155/2021/6652231
https://doi.org/10.1155/2021/6652231...
hyperhomocytoseinemia (HHcy) was showed to be associated with various pregnancy complications, including recurrent pregnancy loss (RPL).5050. Dai C, Fei Y, Li J, Shi Y, Yang X. A novel review of homocysteine and pregnancy complications. Biomed Res Int. 2021;2021:6652231. doi: 10.1155/2021/6652231
https://doi.org/10.1155/2021/6652231...
,5151. Gaiday A, Tussupkaliyev A, Bermagambetova S, Sakhanova S, Dinets A. Prognostic role of increased serum homocysteine concentration in preeclampsia. Hypertens Pregnancy. 2021;40(2):118-23. doi: 10.1080/10641955.2021.1884257
https://doi.org/10.1080/10641955.2021.18...
According to published data, one third of the patients with RPL were diagnosed with Hhcy.5252. Raziel A, Kornberg Y, Friedler S, Schachter M, Sela BA, Ron-El R. Hypercoagulable thrombophilic defects and hyperhomocysteinemia in patients with recurrent pregnancy loss. Am J Reprod Immunol. 2001;45(2):65-71. doi: 10.1111/j.8755-8920.2001.450201.x
https://doi.org/10.1111/j.8755-8920.2001...
HHcy may cause damage to endothelial cells, and therefore it may also cause the damage the blood vessels of the placenta, leading to pregnancy losses. Nelen et al.5353. Nelen WL, Blom HJ, Steegers EA, den Heijer M, Thomas CM, Eskes TK. Homocysteine and folate levels as risk factors for recurrent early pregnancy loss. Obstet Gynecol. 2000;95(4):519-24. doi: 10.1016/s0029-7844(99)00610-9
https://doi.org/10.1016/s0029-7844(99)00...
has found that an increase in fasting Hcy (≥18.3 mmol/L) and Hcy after exercise (≥61.5 mmol/L) were associated with RPL. Methylenetetrahydrofolate reductase (MTHFR) gene mutation is related to elevated total homocysteine (tHct) expressions, in particular, among women with low folate intake.5050. Dai C, Fei Y, Li J, Shi Y, Yang X. A novel review of homocysteine and pregnancy complications. Biomed Res Int. 2021;2021:6652231. doi: 10.1155/2021/6652231
https://doi.org/10.1155/2021/6652231...
Obviously, compared to women with the MTHFR 677C>C or 677C>T genotypes, women with the MTHFR 677T>T genotype showed higher levels of Hcy.5454. Ota K, Takahashi T, Han A, Damvaeba S, Mizunuma H, Kwak-Kim J. Effects of MTHFR C677T polymorphism on vitamin D, homocysteine and natural killer cell cytotoxicity in women with recurrent pregnancy losses. Hum Reprod. 2020;35(6):1276-87. doi: 10.1093/humrep/deaa095
https://doi.org/10.1093/humrep/deaa095...
However, a study by Creus et al.5555. Creus M, Deulofeu R, Penarrubia J, Carmona F, Balasch J. Plasma homocysteine and vitamin B12 serum levels, red blood cell folate concentrations, C677T methylenetetrahydrofolate reductase gene mutation and risk of recurrent miscarriage: a case-control study in Spain. Clin Chem Lab Med. 2013;51(3):693-9. doi: 10.1515/cclm-2012-0452
https://doi.org/10.1515/cclm-2012-0452...
has demonstrated that there were no significant variances in the expression of homozygous and heterozygous mutations of the MTHFR gene between 60 unexplained RPL and 30 normal pregnant women. Similar findings were also reported by Zammiti et al.5656. Zammiti W, Mtiraoui N, Mahjoub T. Lack of consistent association between endothelial nitric oxide synthase gene polymorphisms, homocysteine levels and recurrent pregnancy loss in tunisian women. Am J Reprod Immunol. 2008;59(2):139-45. doi: 10.1111/j.1600-0897.2007.00551.x
https://doi.org/10.1111/j.1600-0897.2007...
in 350 women with RPL and 200 healthy showing any significant correlation between Hcy and RPL. Zammiti et al.5656. Zammiti W, Mtiraoui N, Mahjoub T. Lack of consistent association between endothelial nitric oxide synthase gene polymorphisms, homocysteine levels and recurrent pregnancy loss in tunisian women. Am J Reprod Immunol. 2008;59(2):139-45. doi: 10.1111/j.1600-0897.2007.00551.x
https://doi.org/10.1111/j.1600-0897.2007...
also concluded that mutations of maternal genes lead to renal or cardiac embolic diseases; however, these genetic abmormalities may not have the same harmful effect on placental circulation during the pregnancy first trimester.

CA-125

CA-125 is an antigenic determinant of a glycoprotein with a high molecular weight and is produced by normal and malignant cells of various origins (predominant in tissues originating from the Mullerian epithelium). In a study by Barooti et al.,5757. Barooti E, Rashidi Fakari F, Darvish S, Tavakoly N. The comparison of CA125 levels in the normal pregnancy and threatened abortion. J Obstet Gynecol Cancer Res. 2022;7(3):226-9. doi: 10.30699/jogcr.7.3.226
https://doi.org/10.30699/jogcr.7.3.226...
it was found that the level of CA-125 in miscarriage was 27.70 ± 7.50 IU/mL, as compared with controls 22.51 ± 6.82 IU/mL (P<0.001). In other study, Fiegler et al.5858. Fiegler P, Katz M, Kaminski K, Rudol G. Clinical value of a single serum CA-125 level in women with symptoms of imminent abortion during the first trimester of pregnancy. J Reprod Med. 2003;48(12):982-8. indicates that the level of CA-125 ≥ 43.1 U/ml might be associated with an increased risk of miscarriage, and in the presence of vaginal bleeding during pregnancy ≥ 3 days CA-125 of 66.5 U/ml might be considered as a cut-off value for the risk determination of the pregnancy loss. The meta-analysis by Pillai et al.3030. Pillai RN, Konje JC, Tincello DG, Potdar N. Role of serum biomarkers in the prediction of outcome in women with threatened miscarriage: a systematic review and diagnostic accuracy meta-analysis. Hum Reprod Update. 2016;22(2):228-39. doi: 10.1093/humupd/dmv054
https://doi.org/10.1093/humupd/dmv054...
showed that CA-125 for miscarriage prediction was associated with a sensitivity of 90% (95% CI 83-94%), specificity of 88% (95% CI 79-93%), the positive likelihood ratio of 7.85 (95% CI 4.23–14.60) and the negative likelihood ratio of 0.10 (95% CI 0.05–0.20).

Conclusion

Analyses of the published series to indicate the unavailability of any distinct biomarker for predicting pregnancy losses in its first half, which is required either a combination of them, for example, estradiol with progesterone or β-hCG with progesterone, or comparison with clinical evidence, for example vaginal bleeding. A fairly new model shall be considered the assessment of α-fetoprotein in vaginal blood, which may have great prospects in predicting spontaneous miscarriages. In order to reliably interpret biochemical markers in the pregnancy early stages, normograms for a specific gestational age are required, and predefined thresholds shall be important for the further research design.

Acknowledgments

The authors are grateful to West Kazakhstan Marat Ospanov Medical University for assistance in conducting the study.

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Edited by

Associate Editor

Patrícia El Beitune (https://orcid.org/0000-0003-0431-0690) Universidade Federal de Ciências da Saúde de Porto Alegre, RS, Brazil

Publication Dates

  • Publication in this collection
    30 Sept 2024
  • Date of issue
    2024

History

  • Received
    25 Mar 2024
  • Accepted
    27 May 2024
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