Capsule:
In a parous cohort, history of infertility was not associated with pregnancy anxiety (adjusted OR 1.03, 95% CI 0.69,1.53), mid-pregnancy depression (aOR 0.93, 95% CI 0.57,1.51), or postpartum depression (aOR 1.01, 95% CI 0.60,1.60).
Keywords: infertility, pregnancy anxiety, perinatal depression, postpartum depression
Objective
To examine associations of infertility with pregnancy-related anxiety and depressive symptoms during pregnancy and postpartum.
Study Design
Project Viva is a longitudinal research study including 2,100 pregnant women who delivered singleton infants between 1999 and 2002. Women were recruited during their first trimester of pregnancy from 8 obstetric offices of Atrius Harvard Vanguard Medical Associates. Additional details on recruitment and eligibility have been described elsewhere.1 For this analysis, included are those with information on time to pregnancy (if trying to become pregnant) and medical record information (infertility diagnosis code, treatment, and prescriptions), and who had also answered any of the three measures for anxiety and depressive symptoms in pregnancy and postpartum (Supplemental Figure 1). The study was approved by the institutional review board at Harvard Pilgrim Health Care.
Exposure: Infertility at index pregnancy
We used early pregnancy questionnaire data in which participants recorded the number of cycles it took to achieve pregnancy. We defined infertility before index pregnancy as ≥6 cycles to achieve pregnancy if ≥35 years of age or ≥12 cycles to achieve pregnancy if <35 years of age, or claims for infertility treatments/prescriptions abstracted from medical records. We conducted three sensitivity analyses for participants who: planned the index pregnancy, were nulliparous, and without a prior history of depression (Supplemental Tables 1– 3).
Outcomes: Anxiety and depressive symptoms in pregnancy and 6 months postpartum.
Participants completed a pregnancy-related anxiety scale2 in early pregnancy (median 9.9 weeks’ gestation), the Edinburgh Postnatal Depression Scale (EPDS)3 in mid-pregnancy (median 27.9 weeks’ gestation), and the EPDS again at 6 months postpartum. We classified high pregnancy-related anxiety if participants chose “very much” to three or more questions on the 7-item pregnancy-related anxiety scale. We used an EPDS ≥13 (0–30 scale) to indicate high perinatal and postpartum depressive symptoms (Supplemental Table 4).
Covariates
Demographic, reproductive characteristics, and questions about early life hardships, such as history of physical abuse, sexual abuse, financial hardship, depression, and social support, were assessed via questionnaires and interviews.
Analysis
We performed unadjusted and multivariable adjusted logistic regression models, adjusted for baseline sociodemographic, reproductive characteristics, and early life hardships. To account for missing covariate data, we performed multiple imputation by chained equation for all 2,100 women of Project Viva, and limited our analyses to participants with non-missing exposure and outcome data. All analyses were conducted in Stata (version 17).4
Results
Of the 2,039 participants, 386 (18.9%) women experienced infertility at the index pregnancy. Among those with infertility, 43 (11.9%) reported high pregnancy-related anxiety, 27 (8.2%) had high mid-pregnancy depressive symptoms, and 26 (9.1%) had high postpartum depressive symptoms. Among those without infertility, 168 (10.8%) reported high pregnancy-related anxiety, 118 (9.3%) had high mid-pregnancy depressive symptoms, and 95 (8.6%) had high postpartum depressive symptoms. (Table 1) In both unadjusted and adjusted models, infertility at index pregnancy was not associated with pregnancy anxiety (adjusted odds ratio [aOR] 1.03, 95% CI 0.69,1.53), high mid-pregnancy depressive symptoms (aOR 0.93, 95% CI 0.57,1.51), or high postpartum depressive symptoms (aOR 1.01, 95% CI 0.60,1.60). (Table 2). Infertility remains unrelated to the study outcomes in sensitivity analyses (Supplemental Tables 1–3).
Table 1.
Characteristics of the study participants according to infertility at index pregnancy
| Overall Sample | Infertility | Without infertility | |||||
|---|---|---|---|---|---|---|---|
| N | % | N | % | N | % | p | |
| Demographics | N=2,039 | N=386 | N=1,653 | ||||
| Age at enrollment/index pregnancy, years | |||||||
| Age < 35 years | 1,476 | 72.4 | 203 | 52.6 | 1,273 | 77.0 | |
| Age ≥ 35 years | 563 | 27.6 | 183 | 47.4 | 380 | 23.0 | <0.00 |
| Race and Ethnicity | |||||||
| Black | 319 | 15.8 | 46 | 12.0 | 273 | 16.6 | |
| White | 1,366 | 67.5 | 281 | 73.2 | 1,085 | 66.2 | |
| All other races and ethnicities | 339 | 16.7 | 57 | 14.8 | 282 | 17.2 | 0.02 |
| Partner Status | |||||||
| Married or Cohabiting | 1,854 | 91.6 | 372 | 96.9 | 1,482 | 90.4 | |
| Not married or cohabiting | 169 | 8.4 | 12 | 3.1 | 157 | 9.6 | <0.00 |
| Education | |||||||
| College degree | 1,324 | 65.4 | 283 | 73.7 | 1,041 | 63.5 | |
| No college degree | 700 | 34.6 | 101 | 26.3 | 599 | 36.5 | <0.00 |
| Household Income | |||||||
| > $70,000 per year | 1,115 | 61.3 | 246 | 69.1 | 869 | 59.4 | |
| ≤ $70,000 per year | 704 | 38.7 | 110 | 30.9 | 594 | 40.6 | 0.00 |
| Employment | |||||||
| Employed or Student | 1,537 | 88.0 | 310 | 90.9 | 1,227 | 87.3 | |
| Not Employed/Student | 209 | 12.0 | 31 | 9.1 | 178 | 12.7 | 0.07 |
| Physical Characteristics | |||||||
| BMI, kg/m2 | |||||||
| <25 kg/m2 | 1,271 | 62.6 | 217 | 56.5 | 1,054 | 64.0 | |
| 25-<30 kg/m2 | 438 | 21.6 | 99 | 25.8 | 339 | 20.6 | |
| ≥30 kg/m2 | 322 | 15.9 | 68 | 17.7 | 254 | 15.4 | 0.02 |
| Smoking | |||||||
| Never | 1,382 | 68.2 | 272 | 70.6 | 1,110 | 67.7 | |
| Former | 384 | 19.0 | 78 | 20.3 | 306 | 18.7 | |
| Smoked during pregnancy | 259 | 12.8 | 35 | 9.1 | 224 | 13.7 | 0.05 |
| Polycystic Ovarian Syndrome | 68 | 3.3 | 36 | 9.3 | 32 | 1.9 | <0.00 |
| Thyroid Disease | 80 | 4.0 | 21 | 5.6 | 59 | 3.6 | 0.09 |
| Nulliparous | 993 | 48.7 | 219 | 56.7 | 774 | 46.8 | <0.00 |
| Early Life Hardships | |||||||
| History of Physical Abuse | 573 | 36.3 | 123 | 39.2 | 450 | 35.6 | 0.24 |
| History of Financial Hardship | 201 | 11.6 | 35 | 10.3 | 166 | 12.0 | 0.40 |
| History of Depression | 185 | 11.3 | 56 | 16.7 | 129 | 9.9 | 0.00 |
| Social Support | |||||||
| Partner | |||||||
| Low (Score 0–9) | 81 | 4.8 | 9 | 2.7 | 72 | 5.3 | |
| High (Score 10–15) | 1,615 | 95.2 | 326 | 97.3 | 1,289 | 94.7 | 0.05 |
| Friend/Family | |||||||
| Low (Score 0–9) | 104 | 6.0 | 23 | 6.8 | 81 | 5.8 | |
| High (Score 10–15) | 1,625 | 94.0 | 316 | 93.2 | 1,309 | 94.2 | 0.51 |
| Outcomes | |||||||
| Pregnancy-related Anxiety | |||||||
| High | 211 | 11.0 | 317 | 88.1 | 1,390 | 89.2 | |
| Low | 1,707 | 89.0 | 43 | 11.9 | 168 | 10.8 | 0.53 |
| Perinatal Depressive symptoms | |||||||
| EPDS ≥13 | 145 | 9.1 | 27 | 8.2 | 118 | 9.3 | |
| EPDS ≤13 | 1,458 | 91.0 | 303 | 91.8 | 1,155 | 90.7 | 0.54 |
| Postpartum Depressive symptoms | |||||||
| EPDS ≥13 | 121 | 8.7 | 26 | 9.1 | 95 | 8.6 | |
| EPDS ≤13 | 1,274 | 91.3 | 261 | 90.9 | 1,013 | 91.4 | 0.80 |
Note. BMI: body mass index, EPDS: Edinburgh Postnatal Depression Scale
Note. Ns for some characteristics don’t add up to the column N because of missing values
Table 2.
Associations of infertility with pregnancy-related anxiety and pregnancy and postpartum depression symptoms
| OR (95% CI) | OR (95% CI) | OR (95% CI) | |
|---|---|---|---|
| Model 1 | 1.12 (0.79, 1.60) | 0.87 (0.56, 1.35) | 1.06 (0.67, 1.67) |
| Model 2 | 1.14 (0.79, 1.65) | 0.94 (0.60, 1.47) | 1.14 (0.71, 1.81) |
| Model 3 | 1.00 (0.68, 1.46) | 0.93 (0.59, 1.48) | 1.07 (0.66, 1.73) |
| Model 4 | 1.14 (0.78, 1.65) | 0.83 (0.52, 1.33) | 0.99 (0.60, 1.61) |
| Model 5 | 1.03 (0.69, 1.53) | 0.93 (0.57, 1.51) | 1.01 (0.60, 1.69) |
Note. The outcomes of Pregnancy-Related Anxiety, Perinatal EPDS, and Postpartum EPDS were run as separate factors/outcomes
Note. Infertility at index pregnancy is dichotomized as 0 = No history of impaired fertility, 1 = Infertility at index pregnancy
OR: Odds ratio, CI: Confidence intervals, EPDS: Edinburgh Postnatal Depression Scale
Model 1: Unadjusted
Model 2: Model 1 + categorical age (<35 years and ≥35 years)
Model 3: Model 2 + reproductive characteristics (pre-pregnancy body mass index category, smoking, polycystic ovarian syndrome, thyroid disease, nulliparous
Model 4: Model 2 + life hardships (history of physical abuse, history of financial hardship, history of depression, partner support, and friend/family support)
Model 5: Model 3 + Model 4 (fully adjusted)
Conclusion
We observed no association of infertility at index pregnancy with anxiety or depressive symptoms during pregnancy or postpartum, which reinforces what previous studies have found among women who received infertility treatment to conceive.5–7 Strengths of this study include adjustment for potential confounders and mediators, use of validated instruments, and use of multiple imputation for covariate data. Infertility treatments and reproductive medicine is continually evolving, and a limitation is the age of the data. We did not explore if differences in mental health outcomes exist based on infertility treatment utilization, or type of treatments received, which is an area for future research. While the study was adequately powered to identify clinically relevant differences, it was not sufficiently powered to detect more modest associations. Nonetheless, results echo what similar studies have found when examining associations between infertility and depression, which is encouraging that women with infertility who go on to have live birth are not more at risk for developing anxiety and depression in pregnancy and postpartum than women without infertility.
Supplementary Material
Attestation Statement:
The subjects in this trial have not concomitantly been involved in other randomized trials (If applicable).
Data regarding any of the subjects in the study has not been previously published unless specified: Findings have not yet been presented at a meeting. Abstract was accepted for presentations at the American Society for Reproductive Medicine (ASRM) 2023 Scientific Congress & Expo to be held October 14–18, 2023 in New Orleans, Louisiana, and the Revitalizing Women’s Healthcare Together Conference co-sponsored by the Institute of Restoration Reproductive Medicine of America (IRRMA) and FACTS About Fertility to be held September 29–30, 2023 in Minneapolis, Minnesota. Abstract was accepted for a poster presentation to the Sigma Theta Tau Region 15 Annual Research Symposium to be held October 6, 2023 in Chestnut Hill, MA.
Data will be made available to the editors of the journal for review or query upon request.
Funding Statement:
Project Viva is supported by grants from the US National Institutes of Health (R01 HD034568, R24ES030894, R01HD096032, UH3 OD023286, and U54 AG062322-01 funded by The National Institute on Aging (NIA) and the Office of Research on Women’s Health (ORWH)). Dr. Pérez Capotosto was also supported by a diversity supplement grant (R01HD096032-04S1). The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.
Footnotes
Disclosure Statement: The authors report no conflicts of interest
Data Sharing Statement:
The datasets used and/or analyzed in this study are available from the corresponding author on reasonable request.
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
The datasets used and/or analyzed in this study are available from the corresponding author on reasonable request.
