Study Design
All patients (and their partners) participating in the study were recruited from the Department of Surgical, Endoscopic and Oncologic Gynecology and Department of Gynecology and Gynecologic Oncology, Polish Mothers’ Memorial Hospital-Research Institute, Poland. Two hundred and seventy-seven couples, who had experienced spontaneous abortion (2–8 miscarriages) but were free from chromosomal aberrations, uterine anomalies, hormonal disturbances, and infections with Toxoplasma, Chlamydia, Listeria, and Brucella, were originally qualified for our study. Among them, 79 couples had two miscarriages (sporadic spontaneous abortion, SSA, with the mean age 32.08 ± 3.85 years; age range 25–41). The remaining group of 198 couples belonged to the recurrent spontaneous abortion group (RSA; with the mean age 32.78 ± 4.00 years; age range 24–46). These were selected on the basis of a history of three or more first trimester spontaneous abortion incidents with the same partner. Moreover, among the RSA group we selected 115 women (58.1 %) without autoantibodies. The remaining group of 83 RSA women (41.9 %) possessed a different set of autoantibodies, such as anticardiolipin, antinuclear, antithyroid, anti-β-glycoprotein, and factor LA. In the sporadic abortion group we could distinguish those possessing autoantibodies (35 women, 44.3 %) and without autoantibodies (40 women, 50.6 %). We had no data regarding autoantibodies concerning four women (5.1 %) from the SSA group. As we realized that our patient group was heterogeneous (in terms of presence of autoantibodies, factor V Leiden, antiphospholipid syndrome and mutations in MTHFR 677C>T and 1298A>C positions), we decided to include all collected couples and use a multivariate analysis.
The control group was recruited from the 1st Department of Obstetrics and Gynecology, Medical University of Warsaw and from the Disctrict Hospital Strzelce Opolskie. This group consisted of 219 healthy couples with at least two healthy-born children and no history of miscarriage or endocrinological or immunological disorders: women with the mean age 32.29 ± 5.81 years, age range 22–68, and their partners with the mean age 33.97 ± 6.18 years, age range 25–70. Men from the spontaneous abortion group had a similar age to the men from the control group: mean age 34.2 ± 3.15 years, age range 27–41. Thus, both control and spontaneous abortion groups were age-matched. All tested individuals were of Polish origin. Experimental protocols were approved by the Local Ethics Committees (the agreement of Medical University of Wroclaw and Polish Mothers’ Memorial Hospital–Research Institute in Łódź) and informed consent was obtained from all individual participants included in the study.
DNA Preparation and Genotyping
Genomic DNA was isolated from venous blood using the Invisorb Spin Blood Midi Kit (Invitek, Berlin, Germany) following the manufacturer’s instructions.
KIR2DL4 9A/10A alleles (rs11410751) and three other single nucleotide polymorphisms (SNPs) spanning the vicinity of the poly-adenine fragment, i.e. rs660773—position 9797 G>A (intron 7), rs660437—position 9769 C>A (intron 7), rs649216—9571 C>T (762), were distinguished by the high resolution melting (HRM) method and by restriction fragment length polymorphism (RFLP), respectively. Details of the genotyping have been described recently in details elsewhere (Nowak et al. 2015).
HLA-G genotyping in positions −725 C>G>T (rs1233334) and −716 T>G (rs2249863) was conducted by temperature gradient gel electrophoresis, and the 14 base pair insertion/deletion (rs66554220) of HLA-G was tested by the PCR-SSP (sequence-specific priming) method. Both methods have been described previously by Wiśniewski et al. (2010).
MTHFR
677C>T and MTHFR
1298A>C genotyping is described in Supplementary Material 1 and Supplementary Fig. 1–4.
LILRB1 5651G>A position (rs41308748, located in the 14th intron) genotyping is described in Supplementary Material 2 and Supplementary Figs. 5, 6. rs41308748 showed minor allele frequency (MAF) in controls (both women and men) MAF ≤ 0.09. To predict possible functional effects for this SNP we used the website: http://fastsnp.ibms.sinica.edu.tw (Yuan et al. 2006), which proposed it as the splicing site with the risk at the 3–4 level (with maximum 4).
The LILRB1 5651 genotype distributions were deviated from Hardy–Weinberg equilibrium (HWE) (Tables 1, 2). Therefore, we sequenced 14 AA genotype samples (from all 22), seven samples for GA and five samples for GG genotype. We repeated digestion for 11 samples because of the suspicion of the partial digestion.
Table 1 Genotype frequencies in women group according to cases and controls
Table 2 Genotype frequencies in men group according to cases and controls
Statistical Analysis
Chi-square, χ
2, test was used to test the hypothesis that two groups have the same the distribution of genotype counts. When the sample sizes were small, distributions of the test statistics were estimated numerically. Odds ratio (OR) and confidence interval for them at 1 − α = 0.95 were computed as the measures of effect size. When it was reasonable, we assumed log additive model of association between genotype and risk of miscarriages. Genetic differences between cases (Y = 1) and controls (Y = 0) were tested with model \(h\left[ {P\left( {Y = 1|\underline{x} } \right)} \right] = \alpha + \underline{\beta }^{T} \underline{x}\), where \(\underline{x}\) is matrix of genetic predictors and h is logit. Number of miscarriages, k, among cases was investigated with model defined as \(h\left[ {P\left( {Y \le k|\underline{x} } \right)} \right] = \alpha_{k} + \underline{\beta }^{T} \underline{x}\). Results were adjusted to age, autoantibodies and MTHFR polymorphisms. When necessary, coefficients α, β and their standard errors were estimating with bootstrap sampling (B = 4999). To summarize predictive power of the model we used a measure of proportional reduction in sum of squared errors (SSE) i.e. quasi-R
2 = \(1 - SSE_{{\hat{y}}} /SSE_{{\bar{y}}}\). Multicollinearity was measured based on Pearson’s correlation coefficients of \(\underline{x}_{n \times k}\)matrix, R
k × k
, as det R
k × k
\(\in \left[ {0,1} \right]\) and det R
k × k
= 1 in case of R
k × k
= I.
Hellinger distance, \(H \in \left[ {0,1} \right]\), was used as the measure of divergence between two multinomial probability distributions p and q with N classes as \(H = \sqrt {1 - \sum\nolimits_{i = 1}^{N} {\sqrt {p_{i} q_{i} } } }\) (Matusita 1955). Haplotype frequencies were estimated with maximum likelihood function (Excoffier and Slatkin 1995). Departure from HWE was measured as \(f = \frac{{p_{CC} - p_{C}^{2} }}{{p_{C} \left( {1 - p_{C} } \right)}}\), where p
C and p
CC are allele C and genotype CC frequencies. f < 0 in case of deficiency of homozygotes, f > 0 corresponds to deficiency of heterozygotes and f = 0 when locus is in HWE.
As there were no differences in frequencies of tested gene polymorphisms between recurrent miscarriage group (i.e., those with three or more spontaneous abortions) and those with two miscarriages, we could treat both groups as genetically homogenous population. Also, we had no information whether patients with two miscarriages got pregnant later and gave birth to a healthy child. Rather, we could presume that they got miscarriage. So there is no basis to distinguish between Cases A and Cases B group, therefore we pooled these groups in analyses (Tables 1, 2). Our decision to include patients with two miscarriages to analyses was supported also by the fact that many researchers have now included two pregnancy losses to RSA, because childless couples became more prevalent in recent decades (Diejomaoh 2015; Sugiura-Ogasawara et al. 2014).