Skip to main content
NIHPA Author Manuscripts logoLink to NIHPA Author Manuscripts
. Author manuscript; available in PMC: 2024 May 10.
Published in final edited form as: Fetal Diagn Ther. 2023 May 10;50(4):236–247. doi: 10.1159/000530862

Further evidence that an episode of preterm labor is a pathologic state: involvement of the insulin-like growth factor system

Priya Prasad a,b, Roberto Romero a,c,d, Tinnakorn Chaiworapongsa a,b, Nardhy Gomez-Lopez a,b,e,f, Anderson Lo a,b, Jose Galaz a,b, Andreea B Taran a, Eunjung Jung a,b, Francesca Gotsch a,b, Nandor Gabor Than a,g,h,i, Adi L Tarca a,b,f,j
PMCID: PMC10591834  NIHMSID: NIHMS1930930  PMID: 37231893

Abstract

Objective:

Approximately 47% of women with an episode of preterm labor deliver at term; However, their infants are at greater risk of being small for gestational age and for neurodevelopmental disorders In these cases, a pathologic insult may disrupt the homeostatic responses sustaining pregnancy. We tested the hypothesis of an involvement of components of the insulin-like growth factor (IGF) system.

Methods:

This is a cross-sectional study in which maternal plasma concentrations of pregnancy-associated plasma protease (PAPP)-A, PAPP-A2, insulin-like growth factor-binding protein 1 (IGFBP-1), and IGFBP-4 were determined in the following groups of women: 1) no episode of preterm labor, term delivery (controls; n=100); 2) episode of preterm labor, term delivery (n=50); 3) episode of preterm labor, preterm delivery (n=100); 4) pregnant women at term not in labor (n=61); and 5) pregnant women at term in labor (n=61). Pairwise differences in maternal plasma concentrations of PAPP-A, PAPP-A2, IGFBP-1, and IGFBP-4 among study groups were assessed by fitting linear models on log-transformed data and included adjustment for relevant covariates. Significance of the group coefficient in the linear models was assessed via t-scores, with p < 0.05 deemed a significant result.

Results:

Compared to controls, 1) women with an episode of premature labor, regardless of a preterm or a term delivery, had higher mean plasma concentrations of PAPP-A2 and IGFBP-1 (each, p<0.05); 2) women with an episode of premature labor who delivered at term also had a higher mean concentration of PAPP-A (p<0.05); and 3) acute histologic chorioamnionitis and spontaneous preterm labor were not associated with significant changes in these analytes.

Conclusion:

An episode of preterm labor involves the IGF system, supporting the view that the premature activation of parturition is a pathologic state, even in those women who delivered at term.

Keywords: biomarker, histologic chorioamnionitis, IGFBP-1, IGFBP-4, intra-amniotic infection/inflammation, PAPP-A, PAPP-A2, placental pathology, preterm birth

Mini-Summary

What does this study add to current knowledge?

Approximately 47% of patients diagnosed with an episode of preterm labor deliver at term. However, infants born to these women are more likely to be small for gestational age and are at greater risk for neurodevelopmental disorders. Herein, we report that women with an episode of preterm labor, regardless of whether they delivered preterm or at term, had higher plasma concentrations of pregnancy-associated plasma protease (PAPP)-A2 and insulin-like growth factor-binding protein 1 (IGFBP-1).

What are the main clinical implications?

The insulin-like growth factor system is involved in the pathologic nature of an episode of preterm labor, even when pregnancy reaches its full term.

Introduction

Preterm birth affects 10% of pregnancies worldwide and is the consequence of spontaneous preterm labor in two-thirds of cases [1, 2]. We propose that spontaneous labor at term results from physiologic activation of the common pathway of parturition [3], while premature labor leading to preterm delivery is the result of pathologic activation of this pathway [35], which can be synchronous or asynchronous [3, 4, 6].

An episode of premature labor is a frequent cause for hospital admission in pregnant women [7, 8]. There is a widespread belief that an episode of premature labor that resolves spontaneously or after treatment with tocolysis, leading to term delivery, is benign [9]. For this reason, some clinicians refer to these circumstances as false premature labor. However, there is now persuasive evidence that newborns delivered at term after an episode of premature labor are more likely to be small for gestational age (SGA) [1013] and are at greater risk for developing neurodevelopmental disorders [14], attention deficit hyperactivity disorders [15], and autism [16]. In addition, their placentas more frequently display lesions of maternal vascular malperfusion [10, 17, 18]. Collectively, these observations suggest that a proportion of episodes of premature labor, even if followed by a term delivery, may represent a pathologic state.

In line with the association of an episode of premature labor and the delivery of an SGA neonate, key components of the insulin-like growth factor (IGF) system involved in the regulation of fetal growth and abundantly expressed at the maternal-fetal interface are differentially expressed in preterm birth [19,20]. For example, increased amounts of insulin-like growth factor-binding protein 1 (IGFBP-1) in the cervicovaginal fluid are predictive of preterm delivery in women presenting with symptoms of spontaneous preterm labor [21]. Moreover, the altered ratio of maternal blood IGFBP-4 concentration compared to that of sex hormone-binding globulin is predictive of early preterm birth in asymptomatic pregnant women in mid-gestation [22]. In addition, placental or decidual altered expression of pregnancy-associated plasma proteases (PAPP-A and PAPP-A2) is associated with preterm birth due to various pregnancy complications [23, 24].

To further explore this hypothesis, we aimed to assess key components of the IGF system in pregnancy by measuring the maternal plasma concentrations of IGFBP-1, IGFBP-4, PAPP-A, and PAPP-A2. Therefore, current study was conducted to compare maternal plasma concentrations of these four proteins among patients with a normal pregnancy, those with an episode of premature labor who subsequently delivered at term, and those with an episode of premature labor resulting in preterm delivery, with and without placental evidence of acute histologic chorioamnionitis. The same analytes were also tested in the maternal plasma of patients at term with and without labor to assess whether the abovementioned components of the IGF system were also altered in the physiologic process of parturition.

Materials and Methods

Study design and participants

This cross-sectional study was conducted at Wayne State University, the Detroit Medical Center, and the Pregnancy Research Branch, NICHD/NIH/DHHS. Patients were enrolled at Hutzel Women’s Hospital of the Detroit Medical Center (Detroit, Michigan, USA). The following groups of women were included in this study: 1) women without an episode of premature labor who delivered at term (n=100; controls); 2) women with an episode of premature labor who delivered at term (n=50); 3) women with an episode of premature labor who delivered preterm (n=100); 4) pregnant women at term not in labor (n= 61); and 5) pregnant women at term in labor (n= 61). Women who delivered preterm were sub-classified into groups of those with (n=50) or without (n=50) acute histologic chorioamnionitis. With 50 samples per group in the comparison between preterm delivery with and without acute histologic chorioamnionitis, we had >90% power to detect a difference of 0.65 standard deviations or more at a significance level of 0.05. For all other comparisons, the statistical power was sufficient to detect even smaller effect sizes.

All patients provided written informed consent prior to the collection of plasma samples. The collection and use of human materials for research purposes were approved by the Institutional Review Boards of Wayne State University, the Detroit Medical Center, and the NICHD.

Clinical definitions

Premature labor was diagnosed in the presence of regular uterine contractions associated with cervical changes in patients between 20 and 366/7 weeks of gestation [2527]. The control group comprised patients with an uncomplicated (no medical or surgical complications) pregnancy who delivered a term (≥37 weeks of gestation) neonate with a birthweight between the 10th and 90th percentiles for gestational age [28]. Preterm delivery was defined as the birth of a neonate <37 weeks of gestation due to spontaneous preterm labor. Term labor was confirmed by the presence of regular uterine contractions associated with cervical changes after 37 completed weeks of gestation (included patients at different stages of cervical dilation). Term delivery was defined as the birth of a neonate after 37 completed weeks of gestation [29]. An SGA neonate was diagnosed when the birthweight was below the 10th percentile for gestational age, according to an established reference range [28]. A diagnosis of acute histologic chorioamnionitis was made according to the established criteria, including staging and grading [3032].

Sample collection and immunoassays for PAPP-A, PAPP-A2, IGFBP-1, and IGFBP-4

Maternal plasma samples were collected at the time of hospital admission from women with an episode of premature labor and from those in labor at term, whereas such samples from controls were collected during scheduled prenatal visits. Maternal plasma concentrations of PAPP-A, PAPP-A2, IGFBP-1, and IGFBP-4 were determined using commercially available sensitive and specific enzyme-linked immunosorbent assays (ELISA). The ELISA kits were validated for plasma determinations of the analytes and tested for matrix interference. The inter- and intra-assay coefficients of variation were 4.82% and 1.61% for PAPP-A, 10.91% and 4.08% for PAPP-A2, 2.54% and 1.18% for IGFBP-1, and 9.73% and 3.52% for IGFBP-4, respectively. The sensitivities were <0.35 ng/ml for PAPP-A, <0.18 ng/ml for PAPP-A2, <0.05 ng/ml for IGFBP-1, and <0.06 ng/ml for IGFBP-4.

For some maternal plasma samples, there was not enough volume to determine the concentrations of all four analytes; therefore, data were missing for up to five samples in the group with an episode of premature labor who delivered at term and in up to eight samples in the group with an episode of premature labor who delivered preterm, depending on the analyte. Laboratory personnel who performed the assays were masked to the clinical information.

Placental histopathologic examination

Placentas were collected in the Labor and Delivery Unit or Operating Room at Hutzel Women’s Hospital of the Detroit Medical Center and transferred to the Perinatology Research Branch laboratory. Sampling was conducted according to protocols of the Perinatology Research Branch, as previously described [3136]. A minimum of five full-thickness sections of the chorionic plate, three sections of the umbilical cord, and three chorioamniotic membrane rolls from each case were examined by placental pathologists who were masked to clinical data. They diagnosed the presence or absence of acute histologic chorioamnionitis in patients clinically diagnosed with premature labor.

Statistical Analysis

Pairwise differences in maternal plasma concentrations of PAPP-A, PAPP-A2, IGFBP-1, and IGFBP-4 in samples collected preterm were assessed by utilizing linear models in which data were log transformed to improve normality. Relevant covariates adjusted for in the analyses were selected using stepwise backward elimination from among the following: gestational age at sampling, sample storage time, body mass index, maternal age, and parity. When comparing term and preterm delivery groups, samples collected before 263/7 weeks of gestation were removed to match the distribution of samples. The comparison between the term groups was performed using the same methods. The significance of the group variable coefficient was assessed via t-test, with p<0.05 deemed a significant result. Analysis was performed using the R statistical language and environment (www.r-project.org).

Results

Demographics and clinical characteristics of the study population

A total of 372 patients were included in this study. The demographics and clinical characteristics of the control group and of women with an episode of premature labor (with either a term or a preterm delivery) are displayed in Table 1. Patients with premature labor had intact membranes but were not differentiated into subgroups based on the use of tocolytics, antibiotics, or steroids. There were no significant differences in maternal age and gestational age at blood sampling among the three groups. The distribution of gestational age at sampling in each group is shown in Figure 1. Women who had an episode of premature labor and delivered at term had lower weight and height, were more likely to be parous, and delivered smaller neonates at an earlier gestational age compared to the control group (p < 0.05). The frequency of delivery of an SGA neonate was higher in women with an episode of premature labor who delivered at term (16%) or delivered preterm (6%), when compared to the control group (p < 0.05). Compared to women with premature labor who delivered at term, women with premature labor who presented with slightly more advanced cervical dilation (3.8 vs. 2.5 cm) received magnesium/tocolysis treatment less frequently (40% vs. 62%) (all, p <0.05; Table 1).

Table 1.

Demographics and clinical characteristics of the preterm groups

Controls
N=100
PTL_TD
N=50
PTL_PTD
N=100
Age (years) 21.5 (19.8–25) 22 (19–25) 22 (20–25)
Body mass index (Kg/m2) 25.8 (22.3–30.1) 24.7 (20.6–27.6) 24.9 (21.2–28.3)
Height (cm) 162.6 (157.5–167.6) 160 (155.6–165.1)* 162.6 (157.5–165.1)
Weight (kg) 67.4 (59–79.7) 59.4 (53.2–72.1)* 65.5(54.9–74.2)
Nulliparity 43 (43%) 11(22%)* 28 (28%)
GA at sample (weeks) 32.3 (29.1–35.6) 32.7 (30.5–34.9) 33.9 (31–35.7)
GA at delivery (weeks) 39.7 (38.9–40.6) 38.7 (37.8–39.2)* 34.3 (31.7–35.9)*
Female neonate 49 (49%) 23 (46%) 50 (50%)
Birthweight (g) 3280 (3166.2–3531.2) 2987.5 (2785–3251.2)* 2205.5 (1618.8–2622.5)*
Birthweight percentile 44(32.8–58.3) 31.5(18.4–48.2)* 34.2(22.5–44.5)*
SGA neonate (<10th) 0 8(16%)* 6(6%)

Data are presented as median (interquartile range) or number (%). Statistically significant differences were assessed by group comparisons with term delivery controls (Fisher’s exact test for categorical variables and two-sided Wilcoxon test for continuous variables):

*

p < 0.05.

GA, gestational age; PTD, preterm delivery; PTL, premature labor; SGA, small for gestational age; TD, term delivery

Figure 1.

Figure 1

Gestational age (weeks) at blood sampling in women without an episode of premature labor who delivered a term neonate (control group), women with an episode of premature labor who delivered at term (PTL_TD group), and women with an episode of premature labor who delivered preterm (PTL_PTD group). Box-and-whisker plots (median, interquartile range, and range) display the distribution of gestational age in each group.

Plasma concentrations of PAPP-A, PAPP-A2, IGFBP-1, and IGFBP-4 in patients with an episode of premature labor who subsequently delivered either preterm or at term

Women with an episode of premature labor, regardless of whether they subsequently delivered at term or preterm, had significantly higher mean maternal plasma concentrations of PAPP-A2 and IGFBP-1 than the control group. The adjusted fold changes for PAPP-A2 were 1.37 (p=0.04) and 1.36 (p=0.012) in the groups that delivered at term and preterm, respectively (shown in Figure 2B). The adjusted fold changes for IGFBP-1 were 1.32 (p=0.04) and 1.42 (p=0.003) in the groups that delivered at term and preterm, respectively (shown in Figure 2C). Women with an episode of premature labor who delivered at term, but not those who delivered preterm, also had a significantly higher mean maternal plasma concentration of PAPP-A than controls (adjusted fold change=1.28, p=0.03) (shown in Figure 2A). There were no significant differences in any of the four analytes between women with an episode of premature labor who delivered preterm compared to those who delivered at term (shown in Figure 2A2D).

Figure 2.

Figure 2

Plasma concentrations of PAPP-A (A), PAPP-A2 (B), IGFBP-1 (C), and IGFBP-4 (D) in women without an episode of premature labor who delivered a term neonate (control group, N=100), women with an episode of premature labor who delivered at term (PTL_TD group, N=50), and women with an episode of premature labor who delivered preterm (PTL_PD group, N=100). Each p value was derived from pairwise comparison between groups by utilizing linear models in which data were log transformed to improve normality. Relevant covariates to adjust for in the analyses were selected by the use of stepwise backward elimination from among the following: gestational age at sampling, sample storage time, body mass index, maternal age, and parity. Box-and-whisker plots (median, interquartile range, and range) display the distribution of analyte values.

Acute histologic chorioamnionitis was not associated with changes in plasma concentrations of PAPP-A, PAPP-A2, IGFBP-1, and IGFBP-4 in patients who delivered preterm

A subgroup analysis of women with an episode of premature labor who delivered preterm was performed to assess the effect of acute histologic chorioamnionitis on the changes in the maternal plasma analytes concentrations. There were no differences in maternal characteristics between these two subgroups of women, yet those who had acute histologic chorioamnionitis delivered earlier (32.9 vs. 35.5 weeks) and were more likely to have received antenatal steroids compared to those without acute histologic chorioamnionitis (58% vs. 30%). Gestational age at sampling was also lower in cases compared to those without acute histologic chorioamnionitis (median 32.4 vs. 34.6 weeks) (p < 0.05, for all). There were no significant differences in the mean plasma concentrations of PAPP-A, PAPP-A2, IGFBP-1, and IGFBP-4 between patients with or without acute histologic chorioamnionitis after adjusting for gestational age at blood draw and for relevant maternal characteristics (see Table 2).

Table 2.

Plasma concentrations (ng/mL) of PAPP-A, PAPP-A2, IGFBP-1, and IGFBP-4 in patients who delivered preterm with and without histologic chorioamnionitis

Without histologic chorioamnionitis
n=50
With histologic chorioamnionitis
n=50
p
PAPP-A 1066 + 706 a 1101 + 706b 0.18
PAPP-A2 7.5 + 5.1 a 6.5 + 4.9c 0.71
IGFBP-1 49.4 + 32.5 a 63.4 + 51.4b 0.34
IGFBP-4 5.5 + 2.4 a 5.2 + 2.1b 0.41

Data are presented as mean ± SD; data are available for the following number of cases:

n=45;

b:

n=48;

c:

n=47.

Spontaneous labor at term was not associated with changes in plasma concentrations of PAPP-A, PAPP-A2, IGFBP-1, and IGFBP-4

Demographics and clinical characteristics of women at term in labor and those not in labor are shown in Table 3. Women in the term in labor group were younger, had lower body mass index, were more likely to be parous, and delivered smaller neonates compared to those in the term no labor group (all p < 0.05, Table 3). Figure 3 displays maternal plasma concentrations of PAPP-A, PAPP-A2, IGFBP-1 and IGFBP-4 among patients at term gestation. The presence or absence of labor at term was not associated with changes in analyte concentrations after adjusting for gestational age at blood draw and for relevant maternal characteristics.

Table 3.

Demographics and clinical characteristics of the term groups

Term no labor
n=61
Term labor
n=61
Age (years) 25 (22–29) 23 (20–27)
Body mass index (kg/m2) 27.9 (25.9–35.6) 26.6 (21.9–30.7)
Height (cm) 160 (157.5–167.6) 162.6 (160–167.6)
Weight (kg) 77.6 (63.5–87.9) 69.2 (59–82.7)
Nulliparity 5 (8.2%) 22 (36.1%)
GA age at sample (weeks) 39.6 (39.3–40) 39.7 (39.3–40.4)
GA at delivery (weeks) 39.6 (39.3–40) 39.7 (39.3–40.4)
Female neonate 22 (36.1%) 29 (47.5%)
Birthweight (g) 3440 (3175–3640) 3285 (3100–3455)
Birthweight percentile 51.1 (35.4–67.9) 39 (29.9–52.8)

Data are presented as median (interquartile range) or number (%). Statistically significant differences were assessed by group comparisons with the term no labor group (Fisher’s exact test for categorical variables and two-sided Wilcoxon test for continuous variables):

*

p < 0.05.

GA, gestational age.

Figure 3.

Figure 3

Plasma concentrations of PAPP-A (A), PAPP-A2 (B), IGFBP-1 (C), and IGFBP-4 (D) in women without labor (TNL, N=61) and in those with labor at term (TL, N=61). Box-and-whisker plots (median, interquartile range and range) display the distribution of analyte values.

Discussion

Principal findings of the study

1) Women with an episode of premature labor, regardless of whether they delivered preterm or at term, had higher mean plasma concentrations of PAPP-A2 and IGFBP-1 than the control group. Moreover, women with an episode of premature labor who subsequently delivered at term also had a higher mean plasma concentration of PAPP-A; 2) in women with spontaneous preterm labor and delivery, the mean plasma concentration of any of the four analytes did not differ in the presence or absence of histologic evidence of acute chorioamnionitis; and 3) labor at term was not associated with changes in the plasma concentrations of PAPP-A, PAPP-A2, IGFBP-1, and IGFBP-4.

An episode of premature labor that does not result in a preterm delivery may not be a benign condition

An episode of premature labor that resolves spontaneously or after tocolysis and that results in a term delivery is often labeled as false premature labor. The traditional view has been that an episode of premature labor represents a risk factor for the recurrence of another episode of premature labor or of a preterm delivery [37] but that overall it is a benign event without long-term consequences. However, accumulating evidence suggests that such is not always the case. Two retrospective studies reported that pregnant women who experience an episode of premature labor and deliver at term have a higher frequency of delivering an SGA neonate than those who deliver preterm [10, 13]. Moreover, in a prospective cohort study, an episode of premature labor had an odds ratio of 3.9 (95% confidence interval [CI], 1.3–11.4) for the delivery of an SGA neonate at term [12]. Longitudinal studies in fetal growth reported that neonates delivered at term, after an episode of premature labor, were smaller at birth and were more likely to present with fetal growth deceleration at the time of subsequent fetal biometry [11]. The excess of SGA neonates in women with an episode of premature labor who deliver at term has been attributed to the greater frequency of placental lesions of maternal vascular malperfusion [10, 17, 18] and utero-placental ischemia leading to fetal growth deceleration. The ischemic insult may not be sufficient to lead to a preterm birth but may compromise the growth of the fetus. The findings from the current study suggest that women who delivered after an episode of premature labor delivered an SGA neonate more frequently than the control group, supporting this view.

Importantly, infants at the age of two years, born at term after an episode of suspected premature labor, scored lower on the Global Cognitive Index in the test’s components (cognition, fine and gross motor skills, memory, receptive language, speed of processing, and visual motor coordination) [14] and were at greater risk of attention deficit hyperactivity disorders [15] and autism [16] than those who were born at term but did not experience an episode of premature labor.

The data presented in the current study show that patients with an episode of premature labor who did not progress to preterm delivery displayed biochemical changes in components of the IGF system that are not present in the physiologic process of labor at term. These biochemical changes are suggestive of a pathologic state that can expose the fetus and the mother to an adverse outcome. In addition, they provide a biological background for the findings reported in the recent literature on this topic.

The components of the IGF system

The placenta, an endocrine organ, produces hormones and growth regulatory proteins to support fetal growth and development [38, 39]. These molecules are secreted into the maternal circulation while gestational age advances and are considered candidate biomarkers for pregnancy complications [40]. A growing body of evidence supports that components of the IGF system play a central role in the regulation of fetal growth [4144] and that they are dysregulated at the maternal-fetal interface and in the biological fluids of women with preeclampsia [24, 4553], hemolysis, elevated liver enzymes, low platelet count (HELLP) syndrome [54, 55], intrauterine growth restriction [20, 22, 46, 50 5659], and gestational diabetes mellitus [23] as well as preterm prelabor rupture of the membranes [21, 46], preterm birth [46, 50, 60, 61], and fetal death [46].

The IGF system includes IGFs, IGF receptors, and IGFBPs as well as metalloproteinases that specifically cleave IGFBPs [4244, 6265]. The expression and function of these components of the IGF system are precisely regulated by the mother and the fetus. IGFs expressed by fetal tissues (e.g., mesenchymal core of chorionic villi, extravillous and villous trophoblasts) [66] exert an autocrine role promoting trophoblast metabolism, proliferation, differentiation, and migration [4244, 64, 6668]. The bioavailability of IGFs at the maternal-fetal interface is modulated by six maternal IGFBPs (IGFBP-1 to IGFBP-6) mainly produced by the decidua [63, 65, 66, 69]. IGFBP-1 is also known as placental protein 12 [70, 71], pregnancy-associated endometrial alpha1-globulin [72], and placental alpha-1-microglobulin (PAMG-1) [73]. IGFBP-1 is expressed predominantly in the decidua compared to all other human tissues, where it is one of the most abundant proteins and from where it is secreted into the amniotic fluid [74, 75]. IGFBP-4 is also considerably expressed in the decidua as well as in other human tissues [64, 66].

Two metalloproteinases, PAPP-A and PAPP-A2, can cleave the IGFBPs, decrease their affinity for IGFs, and enhance the activity of IGFs [7678]. Of interest, PAPP-A and PAPP-A2 are predominantly expressed at the maternal-fetal interface, mainly by the syncytiotrophoblast or by the decidua [51, 79, 80]. Therefore, given the tissue-specific expression patterns, changes in body fluid concentrations of the IGF system components may reflect either a placental or a decidual insult.

Higher expression of IGFBP-1 and PAPP-A2 in women with an episode of premature labor but not in those with labor at term: an abnormal decidual activation?

In the present study, women with an episode of premature labor, regardless of whether they subsequently delivered preterm or at term, had higher mean maternal plasma concentrations of IGFBP-1 and PAPP-A2 compared to the control group. The dysregulated expression of the two decidual proteins suggests that an episode of premature labor involves an abnormal activation of the decidua. Moreover, since labor at term was not associated with changes in the maternal blood concentrations of these two analytes, similar to the lack of changes in their expression at the maternal-fetal interface in term labor [24, 81], our observations represent further evidence that distinct mechanisms are implicated in the activation of the common terminal pathway of parturition in preterm and term gestations [82].

The role of IGFBP-1 and PAPPA2 in the prediction of preterm delivery and other obstetrical complications has been the subject of previous reports. For example, bedside tests detecting IGFBP-1 (or PAMG-1) in the cervicovaginal fluid are available to predict preterm delivery in women presenting with symptoms of spontaneous preterm labor [8389]. Moreover, IGFBP-1 (or PAMG-1) in the cervicovaginal fluid has been proposed as a test for ruptured membranes [9094]. The present study focused on maternal blood rather than on cervicovaginal fluid.

In the current study, there were no significant changes in maternal plasma concentrations of IGFBP-4, either in the presence of an episode of spontaneous preterm labor or in women in labor at term. Previous studies reported that, in asymptomatic pregnant women in mid-gestation, the IGFBP-4 to sex hormone-binding globulin (SHBG) ratio is predictive of early preterm birth, both medically indicated and spontaneous [95, 96]. Differences in tissue distribution and in the regulation of endometrial/decidual expression of IGFBP-4 [62, 97, 98] may account, at least in part, for the lack of alterations observed in the different study groups included in this study.

Strengths and Limitations

This is the most comprehensive study examining proteins of the IGF system in the maternal blood of women with an episode of premature labor and in women with labor at term. Yet, for some maternal plasma samples, there was not enough volume to determine the concentrations of all four analytes. A longitudinal study design would allow more detailed insight into the changes in the IGF system before and after an episode of premature labor occurs.

Conclusion

The evidence presented in this study suggests that women with an episode of preterm labor have biochemical changes in the maternal circulation of proteins that participate in the IGF system. These changes cannot be simply attributed to labor because they are not present in women with term parturition. The biological significance and the mechanisms responsible for the changes reported herein are still to be elucidated.

Acknowledgements

The authors wish to thank Maureen McGerty, M.A. (Wayne State University), for editorial support.

Funding Sources

This research was supported, in part, by the Perinatology Research Branch, Division of Obstetrics and Maternal-Fetal Medicine, Division of Intramural Research, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, U.S. Department of Health and Human Services (NICHD/NIH/DHHS); and, in part, with Federal funds from NICHD/NIH/DHHS under Contract No. HHSN275201300006C. Dr. Romero has contributed to this work as part of his official duties as an employee of the United States Federal Government. Dr. Gomez-Lopez and Dr. Tarca were also supported by the Wayne State University Perinatal Initiative for Maternal, Perinatal and Child Health.

Footnotes

Statement of Ethics

This research complies with the guidelines for human studies and was conducted ethically in accordance with the World Medical Association Declaration of Helsinki. The study protocols (OH97-CH-N067, OH97-CH-N066, OH98-CH-N001, OH99-CH-N056) were reviewed and approved by the Institutional Review Boards of the Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, United States Department of Health and Human Services (NICHD/NIH/DHHS), and of Wayne State University (IRB Nos. 075299M1E, 040302M1F).

Consent to Participate Statement

Written informed consent was obtained from the study participants prior to the collection of plasma samples.

Conflict of Interest Statement

Disclosure: All authors declare no conflicts of interest.

**

The study was conducted at the Perinatology Research Branch, NICHD/NIH/DHHS, in Detroit, Michigan; the Branch has since been renamed as the Pregnancy Research Branch, NICHD/NIH/DHHS.

Data Availability Statement

All data generated or analyzed during this study are included in this article. Further inquiries can be directed to the corresponding author at romeror@mail.nih.gov (Dr. Romero).

References

  • 1.Goldenberg RL, Culhane JF, Iams JD, Romero R. Epidemiology and causes of preterm birth. Lancet. 2008;371:75–84. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2.Chawanpaiboon S, Vogel JP, Moller AB, Lumbiganon P, Petzold M, Hogan D, et al. Global, regional, and national estimates of levels of preterm birth in 2014: a systematic review and modelling analysis. Lancet Glob Health. 2019;7:e37–e46. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Romero R, Espinoza J, Kusanovic JP, Gotsch F, Hassan S, Erez O, et al. The preterm parturition syndrome. Bjog. 2006;113 Suppl 3:17–42. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Romero R, Yeo L, Miranda J, Hassan SS, Conde-Agudelo A, Chaiworapongsa T. A blueprint for the prevention of preterm birth: vaginal progesterone in women with a short cervix. J Perinat Med. 2013;41:27–44. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.Romero R, Dey SK, Fisher SJ. Preterm labor: one syndrome, many causes. Science. 2014;345:760–5. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Romero R, Lockwood CJ Pathogenesis of Spontaneous Preterm Labor. In: Creasy RK, Resnik R, Iams JD, Lockwood CJ, Moore TR, editor. Maternal-Fetal Medicine: Principles and Practice. 2008. p. 521–43. [Google Scholar]
  • 7.Gazmararian JA, Petersen R, Jamieson DJ, Schild L, Adams MM, Deshpande AD, et al. Hospitalizations during pregnancy among managed care enrollees. Obstet Gynecol. 2002;100:94–100. [DOI] [PubMed] [Google Scholar]
  • 8.McPheeters ML, Miller WC, Hartmann KE, Savitz DA, Kaufman JS, Garrett JM, et al. The epidemiology of threatened preterm labor: a prospective cohort study. Am J Obstet Gynecol. 2005;192:1325–9; discussion 9–30. [DOI] [PubMed] [Google Scholar]
  • 9.Grover CM, Posner S, Kupperman M, Washington EA. Term delivery after hospitalization for preterm labor: incidence and costs in california. Prim Care Update Ob Gyns. 1998;5:178. [DOI] [PubMed] [Google Scholar]
  • 10.Espinoza J, Kusanovic JP, Kim CJ, Kim YM, Kim JS, Hassan SS, et al. An episode of preterm labor is a risk factor for the birth of a small-for-gestational-age neonate. Am J Obstet Gynecol. 2007;196(6):574.e1–5; discussion 574.e5–6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Lampl M, Gotsch F, Kusanovic JP, Espinoza J, Gonçalves L, Gomez R, et al. Downward percentile crossing as an indicator of an adverse prenatal environment. Ann Hum Biol. 2008;35:462–74. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Campbell MK, Cartier S, Xie B, Kouniakis G, Huang W, Han V. Determinants of small for gestational age birth at term. Paediatr Perinat Epidemiol. 2012;26(6):525–33. [DOI] [PubMed] [Google Scholar]
  • 13.Zoabi L, Weintraub AY, Novak L, Rafaeli-Yehudai T, Katz O, Beer-Wizel R, et al. Do patients who deliver at term after being hospitalized for preterm contractions have an increased risk for obstetrical complications? Arch Gynecol Obstet. 2013;288:537–42. [DOI] [PubMed] [Google Scholar]
  • 14.Paules C, Pueyo V, Martí E, de Vilchez S, Burd I, Calvo P, et al. Threatened preterm labor is a risk factor for impaired cognitive development in early childhood. Am J Obstet Gynecol. 2017;216:157.e1-.e7. [DOI] [PubMed] [Google Scholar]
  • 15.Navalón P, Ghosn F, Ferrín M, Almansa B, Moreno-Giménez A, Campos-Berga L, et al. Are infants born after an episode of suspected preterm labor at risk of attention deficit hyperactivity disorder? A 30-month follow-up study. Am J Obstet Gynecol. 2022. Jun 4:S0002–9378(22)00440–9. Online ahead of print. [DOI] [PubMed] [Google Scholar]
  • 16.Ghosn F, Navalón P, Pina-Camacho L, Almansa B, Sahuquillo-Leal R, Moreno-Giménez A, et al. Early signs of autism in infants whose mothers suffered from a threatened preterm labour: a 30-month prospective follow-up study. Eur Child Adolesc Psychiatry. 2022;31:1–13. [DOI] [PubMed] [Google Scholar]
  • 17.Jaiman S, Romero R, Pacora P, Erez O, Jung E, Tarca AL, et al. Disorders of placental villous maturation are present in one-third of cases with spontaneous preterm labor. J Perinat Med. 2021;49:412–30. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Visser L, van Buggenum H, van der Voorn JP, Heestermans L, Hollander KWP, Wouters M, et al. Maternal vascular malperfusion in spontaneous preterm birth placentas related to clinical outcome of subsequent pregnancy. J Matern Fetal Neonatal Med. 2021;34:2759–64. [DOI] [PubMed] [Google Scholar]
  • 19.Giudice LC, Martina NA, Crystal RA, Tazuke S, Druzin M. Insulin-like growth factor binding protein-1 at the maternal-fetal interface and insulin-like growth factor-I, insulin-like growth factor-II, and insulin-like growth factor binding protein-1 in the circulation of women with severe preeclampsia. Am J Obstet Gynecol. 1997;176(4):751–7; discussion 757–8. [DOI] [PubMed] [Google Scholar]
  • 20.Nawathe AR, Christian M, Kim SH, Johnson M, Savvidou MD, Terzidou V. Insulin-like growth factor axis in pregnancies affected by fetal growth disorders. Clin Epigenetics. 2016;8:11. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Elizur SE, Yinon Y, Epstein GS, Seidman DS, Schiff E, Sivan E. Insulin-like growth factor binding protein-1 detection in preterm labor: evaluation of a bedside test. Am J Perinatol. 2005;22(6):305–9. [DOI] [PubMed] [Google Scholar]
  • 22.Qiu Q, Bell M, Lu X, Yan X, Rodger M, Walker M, et al. Significance of IGFBP-4 in the development of fetal growth restriction. J Clin Endocrinol Metab. 2012;97(8):E1429–39. [DOI] [PubMed] [Google Scholar]
  • 23.Dereke J, Nilsson C, Strevens H, Landin-Olsson M, Hillman M. Pregnancy-associated plasma protein-A2 levels are increased in early-pregnancy gestational diabetes: a novel biomarker for early risk estimation. Diabet Med. 2020;37(1):131–7. [DOI] [PubMed] [Google Scholar]
  • 24.Kramer AW, Lamale-Smith LM, Winn VD. Differential expression of human placental PAPP-A2 over gestation and in preeclampsia. Placenta. 2016;37:19–25. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25.Gonik B, Creasy RK. Preterm labor: its diagnosis and management. Am J Obstet Gynecol. 1986;154:3–8. [DOI] [PubMed] [Google Scholar]
  • 26.Kim SM, Romero R, Lee J, Mi Lee S, Park CW, Shin Park J, et al. The frequency and clinical significance of intra-amniotic inflammation in women with preterm uterine contractility but without cervical change: do the diagnostic criteria for preterm labor need to be changed? J Matern Fetal Neonatal Med. 2012;25:1212–21. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.American College of Obstetricians and Gynecologists’ Committee on Practice Bulletins—Obstetrics. Practice bulletin No. 171: management of preterm labor. Obstet Gynecol. 2016;128(4):e155–64. [DOI] [PubMed] [Google Scholar]
  • 28.Alexander GR, Himes JH, Kaufman RB, Mor J, Kogan M. A United States national reference for fetal growth. Obstet Gynecol. 1996;87:163–8. [DOI] [PubMed] [Google Scholar]
  • 29.ACOG Committee Opinion No 579: Definition of term pregnancy. Obstet Gynecol. 2013;122:1139–40. [DOI] [PubMed] [Google Scholar]
  • 30.Kim CJ, Romero R, Kusanovic JP, Yoo W, Dong Z, Topping V, et al. The frequency, clinical significance, and pathological features of chronic chorioamnionitis: a lesion associated with spontaneous preterm birth. Mod Pathol. 2010;23:1000–11. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 31.Kim CJ, Romero R, Chaemsaithong P, Chaiyasit N, Yoon BH, Kim YM. Acute chorioamnionitis and funisitis: definition, pathologic features, and clinical significance. Am J Obstet Gynecol. 2015;213:S29–52. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32.Romero R, Kim YM, Pacora P, Kim CJ, Benshalom-Tirosh N, Jaiman S, et al. The frequency and type of placental histologic lesions in term pregnancies with normal outcome. J Perinat Med. 2018;46:613–30. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33.Redline RW, Faye-Petersen O, Heller D, Qureshi F, Savell V, Vogler C. Amniotic infection syndrome: nosology and reproducibility of placental reaction patterns. Pediatr Dev Pathol. 2003;6:435–48. [DOI] [PubMed] [Google Scholar]
  • 34.Redline RW, Heller D, Keating S, Kingdom J. Placental diagnostic criteria and clinical correlation--a workshop report. Placenta. 2005;26 Suppl A:S114–7. [DOI] [PubMed] [Google Scholar]
  • 35.Redline RW. Placental pathology: a systematic approach with clinical correlations. Placenta. 2008;29 Suppl A:S86–91. [DOI] [PubMed] [Google Scholar]
  • 36.Khong TY, Mooney EE, Ariel I, Balmus NC, Boyd TK, Brundler MA, et al. Sampling and definitions of placental lesions: Amsterdam Placental Workshop Group Consensus Statement. Arch Pathol Lab Med. 2016;140:698–713. [DOI] [PubMed] [Google Scholar]
  • 37.Mazaki-Tovi S, Romero R, Kusanovic JP, Erez O, Pineles BL, Gotsch F, et al. Recurrent preterm birth. Semin Perinatol. 2007;31:142–58. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 38.Burton GJ, Jauniaux E. What is the placenta? Am J Obstet Gynecol. 2015;213(4):S6.e1–4. [DOI] [PubMed] [Google Scholar]
  • 39.Costa MA. The endocrine function of human placenta: an overview. Reprod Biomed Online. 2016;32:14–43. [DOI] [PubMed] [Google Scholar]
  • 40.Than GN, Bohn H, Szabo DG. Advances in pregnancy-related protein research functional and clinical applications. Boca Raton, USA: CRC Press; 1993. [Google Scholar]
  • 41.Than GN, Csaba IF, Szabó DG, Bognár ZJ, Arany A, Bohn H. Levels of placenta-specific tissue protein 12 (PP12) in serum during normal pregnancy and in patients with trophoblastic tumour. Arch Gynecol. 1983;234:39–46. [DOI] [PubMed] [Google Scholar]
  • 42.Nayak NR, Giudice LC. Comparative biology of the IGF system in endometrium, decidua, and placenta, and clinical implications for foetal growth and implantation disorders. Placenta. 2003;24:281–96. [DOI] [PubMed] [Google Scholar]
  • 43.Sferruzzi-Perri AN, Owens JA, Pringle KG, Roberts CT. The neglected role of insulin-like growth factors in the maternal circulation regulating fetal growth. J Physiol. 2011;589:7–20. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 44.Sferruzzi-Perri AN. Regulating needs: Exploring the role of insulin-like growth factor-2 signalling in materno-fetal resource allocation. Placenta. 2018;64 Suppl 1:S16–22. [DOI] [PubMed] [Google Scholar]
  • 45.Than GN, Csaba IF, Szabó DG, Arany AA, Bognár ZJ, Bohn H. Serum levels of placenta-specific tissue protein 12 (PP12) in pregnancies complicated by pre-eclampsia, diabetes or twins. Arch Gynecol. 1984;236:41–5. [DOI] [PubMed] [Google Scholar]
  • 46.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;191:1446–51. [DOI] [PubMed] [Google Scholar]
  • 47.Winn VD, Gormley M, Paquet AC, Kjaer-Sorensen K, Kramer A, Rumer KK, et al. Severe preeclampsia-related changes in gene expression at the maternal-fetal interface include sialic acid-binding immunoglobulin-like lectin-6 and pappalysin-2. Endocrinology. 2009;150:452–62. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 48.Lai J, Pinas A, Poon LC, Agathokleous M, Nicolaides KH. Maternal serum placental growth factor, pregnancy-associated plasma protein-a and free β-human chorionic gonadotrophin at 30–33 weeks in the prediction of pre-eclampsia. Fetal Diagn Ther. 2013;33:164–72. [DOI] [PubMed] [Google Scholar]
  • 49.Allen RE, Rogozinska E, Cleverly K, Aquilina J, Thangaratinam S. Abnormal blood biomarkers in early pregnancy are associated with preeclampsia: a meta-analysis. Eur J Obstet Gynecol Reprod Biol. 2014;182:194–201. [DOI] [PubMed] [Google Scholar]
  • 50.Morris RK, Bilagi A, Devani P, Kilby MD. Association of serum PAPP-A levels in first trimester with small for gestational age and adverse pregnancy outcomes: systematic review and meta-analysis. Prenat Diagn. 2017;37:253–65. [DOI] [PubMed] [Google Scholar]
  • 51.Than NG, Romero R, Tarca AL, Kekesi KA, Xu Y, Xu Z, et al. Integrated systems biology approach identifies novel maternal and placental pathways of preeclampsia. Front Immunol. 2018;9:1661. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 52.Huhn EA, Hoffmann I, Martinez De Tejada B, Lange S, Sage KM, Roberts CT, et al. Maternal serum glycosylated fibronectin as a short-term predictor of preeclampsia: a prospective cohort study. BMC Pregnancy Childbirth. 2020;20:128. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 53.Sapantzoglou I, Gallardo Arozena M, Dragoi V, Akolekar R, Nicolaides KH, Syngelaki A. Fetal fraction of cell free DNA in screening for hypertensive disorders at 11–13 weeks. J Matern Fetal Neonatal Med. 2021;35(25):5363–8. [DOI] [PubMed] [Google Scholar]
  • 54.Buimer M, Keijser R, Jebbink JM, Wehkamp D, van Kampen AH, Boer K, et al. Seven placental transcripts characterize HELLP-syndrome. Placenta. 2008;29:444–53. [DOI] [PubMed] [Google Scholar]
  • 55.Várkonyi T, Nagy B, Füle T, Tarca AL, Karászi K, Schönléber J, et al. Microarray profiling reveals that placental transcriptomes of early-onset HELLP syndrome and preeclampsia are similar. Placenta. 2011;32 Suppl:S21–9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 56.Bocconi L, Mauro F, Maddalena SE, De Iulio C, Tirelli AS, Pace E, et al. Insulinlike growth factor 1 in controls and growth-retarded fetuses. Fetal Diagn Ther. 1998;13:192–6. [DOI] [PubMed] [Google Scholar]
  • 57.Sifakis S, Androutsopoulos VP, Pontikaki A, Velegrakis A, Papaioannou GI, Koukoura O, et al. Placental expression of PAPPA, PAPPA-2 and PLAC-1 in pregnacies is associated with FGR. Mol Med Rep. 2018;17(5):6435–40. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 58.He B, Hu C, Zhou Y. First-trimester screening for fetal growth restriction using Doppler color flow analysis of the uterine artery and serum PAPP-A levels in unselected pregnancies. J Matern Fetal Neonatal Med. 2021;34:3857–61. [DOI] [PubMed] [Google Scholar]
  • 59.Kim YR, Park G, Joo EH, Jang JH, Ahn EH, Jung SH, et al. First-trimester screening model for small-for-gestational-age using maternal clinical characteristics, serum screening markers, and placental volume: prospective cohort study. J Matern Fetal Neonatal Med. 2021;35(25):5149–54. [DOI] [PubMed] [Google Scholar]
  • 60.Lee SE, Han BD, Park IS, Romero R, Yoon BH. Evidence supporting proteolytic cleavage of insulin-like growth factor binding protein-1 (IGFBP-1) protein in amniotic fluid. J Perinat Med. 2008;36(4):316–23. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 61.Pereyra S, Sosa C, Bertoni B, Sapiro R. Transcriptomic analysis of fetal membranes reveals pathways involved in preterm birth. BMC Med Genomics. 2019;12:53. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 62.Giudice LC, Dsupin BA, Irwin JC. Steroid and peptide regulation of insulin-like growth factor-binding proteins secreted by human endometrial stromal cells is dependent on stromal differentiation. J Clin Endocrinol Metab. 1992;75:1235–41. [DOI] [PubMed] [Google Scholar]
  • 63.Bang P Pediatric implications of normal insulin-GH-IGF-Axis physiology. In: Feingold KR, Anawalt B, Boyce A, Chrousos G, de Herder WW, Dhatariya K, et al. , editors. Endotext. South Dartmouth (MA): MDText.com, Inc.; Copyright © 2000–2022, MDText.-com, Inc.; 2000. [PubMed] [Google Scholar]
  • 64.Giudice LC, Conover CA, Bale L, Faessen GH, Ilg K, Sun I, et al. Identification and regulation of the IGFBP-4 protease and its physiological inhibitor in human trophoblasts and endometrial stroma: evidence for paracrine regulation of IGF-II bioavailability in the placental bed during human implantation. J Clin Endocrinol Metab. 2002;87:2359–66. [DOI] [PubMed] [Google Scholar]
  • 65.Forbes BE, McCarthy P, Norton RS. Insulin-like growth factor binding proteins: a structural perspective. Front Endocrinol (Lausanne). 2012;3:38. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 66.Han VK, Bassett N, Walton J, Challis JR. The expression of insulin-like growth factor (IGF) and IGF-binding protein (IGFBP) genes in the human placenta and membranes: evidence for IGF-IGFBP interactions at the feto-maternal interface. J Clin Endocrinol Metab. 1996;81:2680–93. [DOI] [PubMed] [Google Scholar]
  • 67.Hamilton GS, Lysiak JJ, Han VK, Lala PK. Autocrine-paracrine regulation of human trophoblast invasiveness by insulin-like growth factor (IGF)-II and IGF-binding protein (IGFBP)-1. Exp Cell Res. 1998;244:147–56. [DOI] [PubMed] [Google Scholar]
  • 68.Sferruzzi-Perri AN, Sandovici I, Constancia M, Fowden AL. Placental phenotype and the insulin-like growth factors: resource allocation to fetal growth. J Physiol. 2017;595:5057–93. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 69.Chan K, Spencer EM. General aspects of insulin-like growth factor binding proteins. Endocrine. 1997;7:95–7. [DOI] [PubMed] [Google Scholar]
  • 70.Bohn H, Kraus W. [Isolation and characterization of a new placenta specific protein (PP12) (author’s transl)]. Arch Gynecol. 1980;229:279–91. [DOI] [PubMed] [Google Scholar]
  • 71.Seppälä M, Rutanen EM, Siiteri JE, Wahlström T, Koistinen R, Pietilä R, et al. Immunologic and biological properties and clinical significance of placental proteins PP5 and PP12. Ann N Y Acad Sci. 1983;417:368–82. [DOI] [PubMed] [Google Scholar]
  • 72.Bell SC, Bohn H. Immunochemical and biochemical relationship between human pregnancy-associated secreted endometrial alpha 1- and alpha 2-globulins (alpha 1- and alpha 2-PEG) and the soluble placental proteins 12 and 14 (PP12 and PP14). Placenta. 1986;7:283–94. [DOI] [PubMed] [Google Scholar]
  • 73.Nazimova SV, Obernikhin SS, Boltovskaia MN, Starosvetskaia NA, Zaraĭskiĭ EI, Fuks BB. [The content of the PAMG-1 protein that binds insulin-like growth factor I (somatomedin C) in the blood serum of diabetic patients]. Biull Eksp Biol Med. 1993;116:302–4. [PubMed] [Google Scholar]
  • 74.Rutanen EM, Seppälä M. Insulin-like growth factor binding protein-1 in female reproductive functions. Int J Gynaecol Obstet. 1992;39:3–9. [DOI] [PubMed] [Google Scholar]
  • 75.Martina NA, Kim E, Chitkara U, Wathen NC, Chard T, Giudice LC. Gestational age-dependent expression of insulin-like growth factor-binding protein-1 (IGFBP-1) phosphoisoforms in human extraembryonic cavities, maternal serum, and decidua suggests decidua as the primary source of IGFBP-1 in these fluids during early pregnancy. J Clin Endocrinol Metab. 1997;82:1894–8. [DOI] [PubMed] [Google Scholar]
  • 76.Sun IY, Overgaard MT, Oxvig C, Giudice LC. Pregnancy-associated plasma protein A proteolytic activity is associated with the human placental trophoblast cell membrane. J Clin Endocrinol Metab. 2002;87:5235–40. [DOI] [PubMed] [Google Scholar]
  • 77.Lawrence JB, Oxvig C, Overgaard MT, Sottrup-Jensen L, Gleich GJ, Hays LG, et al. The insulin-like growth factor (IGF)-dependent IGF binding protein-4 protease secreted by human fibroblasts is pregnancy-associated plasma protein-A. Proc Natl Acad Sci U S A. 1999;96:3149–53. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 78.Barrios V, Chowen JA, Martín-Rivada Á, Guerra-Cantera S, Pozo J, Yakar S, et al. Pregnancy-associated plasma protein (PAPP)-A2 in physiology and disease. Cells. 2021;10(12):3576. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 79.Tornehave D, Chemnitz J, Teisner B, Folkersen J, Westergaard JG. Immunohistochemical demonstration of pregnancy-associated plasma protein A (PAPP-A) in the syncytiotrophoblast of the normal placenta at different gestational ages. Placenta. 1984;5:427–31. [DOI] [PubMed] [Google Scholar]
  • 80.Szilagyi A, Gelencser Z, Romero R, Xu Y, Kiraly P, Demeter A, et al. Placenta-specific genes, their regulation during villous trophoblast differentiation and dysregulation in preterm preeclampsia. Int J Mol Sci. 2020;21(2):628. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 81.El-Azzamy H, Balogh A, Romero R, Xu Y, LaJeunesse C, Plazyo O, et al. Characteristic changes in decidual gene expression signature in spontaneous term parturition. J Pathol Transl Med. 2017;51:264–83. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 82.Pique-Regi R, Romero R, Tarca AL, Sendler ED, Xu Y, Garcia-Flores V, et al. Single cell transcriptional signatures of the human placenta in term and preterm parturition. Elife. 2019;8:e52004. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 83.Radan AP, Aleksandra Polowy J, Heverhagen A, Simillion C, Baumann M, Raio L, et al. Cervico-vaginal placental α-macroglobulin-1 combined with cervical length for the prediction of preterm birth in women with threatened preterm labor. Acta Obstet Gynecol Scand. 2020;99:357–63. [DOI] [PubMed] [Google Scholar]
  • 84.Tenoudji-Cohen Couka L, Donato XC, Glowaczower E, Squercioni-Aumont A, Katsogiannou M, Desbriere R. Does assessment of cervical phosphorylated insulin-like growth factor binding protein-1 by bedside vaginal swab test really predict preterm birth? Reprod Sci. 2021;28:2006–11. [DOI] [PubMed] [Google Scholar]
  • 85.Dochez V, Ducarme G, Gueudry P, Joueidi Y, Boivin M, Boussamet L, et al. Methods of detection and prevention of preterm labour and the PAMG-1 detection test: a review. J Perinat Med. 2021;49:119–26. [DOI] [PubMed] [Google Scholar]
  • 86.Kehl S, Weiss C, Pretscher J, Baier F, Faschingbauer F, Beckmann MW, et al. The use of PAMG-1 testing in patients with preterm labor, intact membranes and a short sonographic cervix reduces the rate of unnecessary antenatal glucocorticoid administration. J Perinat Med. 2021;49:1135–40. [DOI] [PubMed] [Google Scholar]
  • 87.Kashanian M, Eshraghi N, Rahimi M, Sheikhansari N. Evaluation of placental alpha microglobulin-1(PAMG1) accuracy for prediction of preterm delivery in women with the symptoms of spontaneous preterm labor; a comparison with cervical length and number of contractions. J Matern Fetal Neonatal Med. 2022;35:534–40. [DOI] [PubMed] [Google Scholar]
  • 88.Pirjani R, Moini A, Almasi-Hashiani A, Farid Mojtahedi M, Vesali S, Hosseini L, et al. Placental alpha microglobulin-1 (PartoSure) test for the prediction of preterm birth: a systematic review and meta-analysis. J Matern Fetal Neonatal Med. 2021;34:3445–57. [DOI] [PubMed] [Google Scholar]
  • 89.Barinov SV, Di Renzo GC, Belinina AA, Koliado OV, Remneva OV. Clinical and biochemical markers of spontaneous preterm birth in singleton and multiple pregnancies. J Matern Fetal Neonatal Med. 2022;35(25):5724–29. [DOI] [PubMed] [Google Scholar]
  • 90.Lee SM, Romero R, Park JW, Kim SM, Park CW, Korzeniewski SJ, et al. The clinical significance of a positive Amnisure test in women with preterm labor and intact membranes. J Matern Fetal Neonatal Med. 2012;25:1690–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 91.van der Ham DP, van Teeffelen AS, Mol BW. Prelabour rupture of membranes: overview of diagnostic methods. Curr Opin Obstet Gynecol. 2012;24:408–12. [DOI] [PubMed] [Google Scholar]
  • 92.Ramsauer B, Vidaeff AC, Hösli I, Park JS, Strauss A, Khodjaeva Z, et al. The diagnosis of rupture of fetal membranes (ROM): a meta-analysis. J Perinat Med. 2013;41:233–40. [DOI] [PubMed] [Google Scholar]
  • 93.Palacio M, Kühnert M, Berger R, Larios CL, Marcellin L. Meta-analysis of studies on biochemical marker tests for the diagnosis of premature rupture of membranes: comparison of performance indexes. BMC Pregnancy Childbirth. 2014;14:183. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 94.Ramsauer B, Duwe W, Schlehe B, Pitts R, Wagner D, Wutkewicz K, et al. Effect of blood on ROM diagnosis accuracy of PAMG-1 and IGFBP-1 detecting rapid tests. J Perinat Med. 2015;43:417–22. [DOI] [PubMed] [Google Scholar]
  • 95.Saade GR, Boggess KA, Sullivan SA, Markenson GR, Iams JD, Coonrod DV, et al. Development and validation of a spontaneous preterm delivery predictor in asymptomatic women. Am J Obstet Gynecol. 2016;214:633.e1-.e24. [DOI] [PubMed] [Google Scholar]
  • 96.Markenson GR, Saade GR, Laurent LC, Heyborne KD, Coonrod DV, Schoen CN, et al. Performance of a proteomic preterm delivery predictor in a large independent prospective cohort. Am J Obstet Gynecol MFM. 2020;2:100140. [DOI] [PubMed] [Google Scholar]
  • 97.Zhou R, Diehl D, Hoeflich A, Lahm H, Wolf E. IGF-binding protein-4: biochemical characteristics and functional consequences. J Endocrinol. 2003;178:177–93. [DOI] [PubMed] [Google Scholar]
  • 98.Mazerbourg S, Callebaut I, Zapf J, Mohan S, Overgaard M, Monget P. Up date on IGFBP-4: regulation of IGFBP-4 levels and functions, in vitro and in vivo. Growth Horm IGF Res. 2004;14:71–84. [DOI] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

All data generated or analyzed during this study are included in this article. Further inquiries can be directed to the corresponding author at romeror@mail.nih.gov (Dr. Romero).

RESOURCES