Abstract
Females are more likely than males to develop eating disorders (EDs) in the adolescence and youth, and the etiology remains unclear. We aimed to estimate the effect of severe early life stress following bereavement, the death of a close relative, on the risk of EDs among females aged 10–26 years. This population-based cohort study included girls born in Denmark (from 1973 to 2000) or Sweden (from 1970 to 1997). Girls were categorized as exposed if they were born to mothers who lost a close relative 1 year prior to or during pregnancy or if the girl herself lost a parent or a sibling within the first 10 years of life. All other girls were included in unexposed group. An ED case was defined by a diagnosis of EDs at ages of 10–26 years, including broadly defined bulimia nervosa, broadly defined anorexia nervosa and mixed EDs. Poisson regression models were used to estimate the incidence rate ratio (IRR) between exposed group and unexposed group.A total of 64453 (3.05 %) girls were included in the exposed group. We identified 9477 girls with a diagnosis of EDs, of whom 307 (3.24 %) were from the exposed group. Both prenatal and postnatal exposure following bereavement by unexpected death was associated with an increased overall risk of EDs (IRRprenatal: 1.49, 95 % CI: 1.01–2.19 and IRRpostnatal: 1.34, 95 % CI: 1.05–1.71). We observed similar results for subtypes of broadly defined bulimia nervosa (IRR: 2.47, 95 % CI: 1.67–3.65) and mixed EDs (IRR: 1.45, 95 % CI: 1.02–2.07).Our findings suggest that prenatal and early postnatal life stress due to unexpected death of a close relative is associated with an increased overall risk of eating disorders in adolescent girls and young women. The increased risk might be driven mainly by differences in broadly defined bulimia nervosa and mixed eating disorders, but not broadly defined anorexia nervosa.
Keywords: Bereavement, Eating disorders, Cohort study, Prenatal stress, Postnatal stress
Introduction
The prevalence of eating disorders (EDs) has been increasing over the past decades [1, 2]. EDs affect up to 3 % of population, and the prevalence varies by subtypes and populations [3, 4]. The cumulative risk of EDs among females is more than 17-fold higher than among males in Denmark [5]. EDs are among the psychiatric disorders with the highest mortality risks, comparable with schizophrenia and bipolar disorder in adolescents and young adults [6]. In addition, individuals with EDs are likely to suffer from other psychiatric diseases, such as autism spectrum disorders [7, 8]. However, the etiology of EDs is still poorly understood.
Animal studies have suggested that perinatal stress has negative effects on the development of hypothalamus pituitary adrenal (HPA) axis that plays an important role in regulating eating behaviors. Some have suggested that acute maternal stress has a greater long-term effect on HPA axis function and behavior than chronic maternal stress with sex-specific effects [9]. Findings from a series of animal experiments showed that a single aversive stimulus could change sensitivity of HPA axis on response to future stressors [10]. A cross-sectional study in humans observed that war stress could modify the eating behavior and was associated with an increased risk of EDs [11]. Another case–control study suggested that chronic stress and psychiatric comorbidity are strongly associated with the onset of EDs in adolescents, and psychiatric comorbidity is a partial mediating factor in the association of stress with EDs [12]. It is difficult to compare findings in these studies due to variations in assessment of stress and case diagnosis.
Prenatal stress following maternal bereavement due to death of a close relative, has been proposed to be related to several psychiatric diseases in the offspring, such as attention deficit hyperactivity disorder (ADHD), schizophrenia, autism spectrum disorders and suicide attempt in different timing patterns [13–17]. Specifically, severe stress to a mother during the first trimester may alter the risk of schizophrenia in offspring [13], while bereavement during preconception period is associated with an increasing risk of ADHD [14]. Our previous study has shown that bereavement related to loss of an older child or spouse other than other relatives is associated with an increased risk of EDs in infants and toddlers [18]. In addition, it has been suggested that there are still certain specific risk factors for each subtype of EDs except sharing the same risk factors [19]. Hence, we hypothesized that maternal bereavement might be associated with risk of EDs in the offspring with different timing pattern for each subtype of EDs. Using data from national registers in Denmark and Sweden, we aimed to examine the association between prenatal and early postnatal life stress due to bereavement and risk of EDs in adolescent girls and young women. We expected that the association differed by timing of exposure [17], and type of death [18], and the subtype of EDs [19].
Methods
We performed a population-based cohort study based on several national registries from Denmark and Sweden. The study was approved by the Danish Data Protection Agency (No. 2008-41-2680) and the local ethics committee in Central Region of Denmark (No. M-201000252) and Karolinska Institutet (No. 2008/4:6).
Data sources
A unique personal identification number in Scandinavian countries allows individual records linkage across these national registries. The international classification of diseases (ICD) criteria was used during the study period, Specifically, eighth version (ICD-8) from 1977 to 1993 in Denmark and from 1973 to 1986 in Sweden, and ICD-9 from 1987 to1996 in Sweden, and the ICD-10 from 1994 onwards in Denmark and from 1997 onwards in Sweden.
Participants and follow up
We used data from the Danish Civil Registry System and the Swedish Multi-generation Register to identify girls born in Denmark from 1970 to 2000 (N = 1,034,539) and girls born in Sweden from 1973 to 1997 (N = 1,246,560). We excluded girls with no linkage to the mothers (N = 3672), with missing or implausible maternal age (unknown or ≤13 or ≥60 years, N = 3579), and born to mothers who lost a close relative by death due to EDs (N = 67). Girls who died (N = 16,029) or emigrated (N = 59,416) or were diagnosed with EDs (N = 4418) before the start of the follow-up period were also excluded. Although DSM-5 no longer requires amenorrhea for a diagnosis of AN, it has been reported that puberty has a close association with onset of EDs and age of menarche has declined, the start of follow up time was set to 10 years of age. To ensure that exposure precedes the onset of the disease, girls exposed to bereavement between 10–26 years of age were excluded (N = 83,162). Our study population consisted of 2,110,756 girls born in Denmark (N = 934,610) and Sweden (N = 1,178,146).
All subjects were followed from 10 years of age until the first diagnoses of EDs, death, emigration, the day when they reach 26 years of age, or end of follow-up (December 31, 2010 for Denmark and December 31, 2007 for Sweden), whichever came first.
Exposure
We categorized the girls as exposed if they were either prenatally or postnatally exposed to stress following bereavement by death of a family member. The prenatal exposure referred to maternal bereavement due to death of an older child, spouse, or one of other family members (a sibling or a parent) in the prenatal period from 1 year before or during pregnancy to the birth of the girl. The postnatal exposure referred to bereavement when the girl lost a mother, father or a sibling during the period from birth to up to 10 years of age. If the girl experienced more than once the exposure (i.e.,death) during the above defined time window, we gave priority to the earliest exposure.
We subdivided the exposure according to: (1) relationship to the deceased relative: death by a core family member (father and sibling for prenatal exposure, mother, father, and sibling for postnatal exposure) and death by an extended family member (mother’s parent or mother’s sibling, only suitable for prenatal exposure); (2) timing of exposure: prenatal exposure was further divided into five time periods (12–7 months before pregnancy, 6–0 months before pregnancy, the first trimester, the second trimester and the third trimester); postnatal exposure were divided into three time periods (infants and toddlers: 1–2 years old, preschoolers: 3–5 years old, and school age: 6–10 years old) [20]; (3) type of death: unexpected death [codes were for Sweden: 79590–79599, 79621, E807-E999 (ICD-8); 798, E807-E999 (ICD-9); R95, R96, R98, V01-Y98 (ICD-10); and for Denmark: 795, 810–823, 950–959, 800–807, 825–949, 960–999 (ICD-8); R95-R98, V01-V89, X60-X84 (ICD-10)] and other death.
Outcome
Information on EDs was obtained from the Danish Psychiatric Central Research Register, Danish National Patient Register, and Swedish Patient Register. We categorized EDs into three subtypes according to the following ICD codes: (1) broadly defined anorexia nervosa, including feeding disturbance (ICD-8 codes 306.5), anorexia nervosa (ICD-9 codes 307.B and ICD-10 codes F50.0), and atypical anorexia nervosa (ICD-10 codes F50.1); (2) broadly defined bulimia nervosa, including bulimia nervosa (ICD-9 codes 307.F and ICD-10 codes F50.2), atypical bulimia nervosa (ICD-10 codes F50.3); and (3) mixed eating disorders, including overeating associated with other psychological disturbances (ICD-10 codes F50.4), vomiting associated with other psychological disturbances (ICD-10 codes F50.5), other eating disorders (ICD-10 codes F50.8), and eating disorder unspecified (ICD-10 codes F50.9). Patients with more than one type of EDs were categorized according to the first diagnosis.
Statistical analysis
All data management and analyses were performed with the SAS version 9.2 statistical software packages (SAS Institute, Inc., Cary, North Carolina). Because survival analysis (Cox’s proportional hazards) would often be too computationally intensive for a dataset of this size with time-dependent variables, Log-Linear Poisson regression models, as an approximation of the Cox’s regression model [21], were used to estimate the incidence rate ratio (IRR) of EDs in relation to the exposure.
The following variables were adjusted for in the analyses: country (Denmark, Sweden), birth order (1st, 2nd, ≥3rd, missing), the number of fetuses in the current pregnancy (1, >1, missing), maternal education (<9 years, 10–14 years, ≥15 years, missing), calendar age of the index girl, calendar year of follow up, and family history of psychiatric diseases (yes, no) which was defined by the fact that father, mother or sibling of the index girl was diagnosed with psychiatric diseases (ICD-8 codes 290–315, ICD-9 codes 290–319 and ICD-10 codes F00–F99). Maternal age and paternal age were also adjusted as continuous variables in the analyses. We also restricted analyses to girls without family history of psychiatric diseases to partly disentangle the genetic effects. We first presented results for all exposure categories, and then presented results according to the timing of exposure (prenatal exposure and postnatal exposure).
Results
A total of 64,453 (3.05 %) girls were exposed during 1 year before pregnancy through 10 years of age. The baseline characteristics of the study population are presented in Table 1. Exposed girls were more likely to be born to older parents, or to have a family history of psychiatric diseases, or to have a higher birth order.
Table 1.
Baseline characteristic of population at birth by bereavement exposure
| Exposed (N = 64,453) | Unexposed (N = 2,046,302) | |
|---|---|---|
| Country | ||
| Denmark | 25,921 (40.22) | 908,689 (44.41) |
| Sweden | 38,532 (59.78) | 1,137,614 (55.59) |
| The number of fetuses in current pregnancy | ||
| Singleton | 59,693 (92.61) | 1,852,949 (90.55) |
| Multiple | 1888 (2.93) | 44,534 (2.18) |
| Missing | 2872 (4.46) | 148,820 (7.27) |
| Birth order | ||
| 1st | 24,279 (37.67) | 915,401 (44.73) |
| 2nd | 21,816 (33.85) | 684,946 (33.47) |
| ≥3rd | 15,874 (24.63) | 346,635 (16.94) |
| Missing | 2484 (3.85) | 99,321 (4.85) |
| Maternal age (years) | ||
| <27 | 24,086 (37.37) | 889,427 (43.47) |
| 27–30 | 17,403(27.00) | 597,789 (29.21) |
| >30 | 22,964(35.63) | 559,087 (27.32) |
| Paternal age (years) | ||
| <29 | 21,203 (32.90) | 807,665 (39.47) |
| 29–33 | 19,649 (30.49) | 678,635 (33.16) |
| >33 | 23,042 (35.75) | 530,648 (25.93) |
| Missing | 559 (0.87) | 29,355 (1.43) |
| Family history of psychiatric diseases | ||
| Yes | 17,333 (26.89) | 379,973 (18.57) |
| No | 47,120 (73.11) | 1,666,330 (81.43) |
| Maternal education (years) | ||
| <10 | 16,446 (25.52) | 444,753 (21.73) |
| 10–14 | 30,182(46.83) | 1,012,346 (49.47) |
| >14 | 7745 (12.02) | 265,688 (12.98) |
| Missing | 10,080 (15.64) | 323,516 (15.81) |
We identified 9477 females with a diagnosis of EDs, of whom 307 (3.24 %) were exposed to either prenatal or postnatal bereavement (Table 2). We did not find an overall association between exposure to bereavement and the risk of EDs (IRR: 1.06, 95 % confidence interval (CI): 0.94–1.19). When the exposure was categorized by type of death, we found that exposure to bereavement caused by unexpected death was associated with an increased overall risk of EDs (IRR: 1.38, 95 % CI: 1.12–1.69), both for prenatal (IRR: 1.49, 95 % CI: 1.01–2.19) and postnatal (IRR: 1.34, 95 % CI: 1.05–1.71) exposure. No association was observed after categorizing the exposure according to the timing of exposure and relationship of the deceased relative with the index girl.
Table 2.
Incidence rate ratio (IRR) for eating disorders after exposure to bereavement, by timing of bereavement, relationship to the deceased, and type of death
| Exposure | No. of cases | IR (10,000 person years) | Crude IRR | Adjusted IRRa |
|---|---|---|---|---|
| Non-exposure | 9170 | 4.16 | 1.00 | 1.00 |
| Any time exposure | 307 | 4.45 | 1.07 (0.95–1.19) | 1.06 (0.94–1.19) |
| Timing of exposure | ||||
| Prenatal exposure | 150 | 4.66 | 1.11 (0.95–1.31) | 1.06 (0.90–1.25) |
| 12–7 months | 47 | 5.13 | 1.22 (0.92–1.62) | 1.15 (0.86–1.54) |
| 6–0 months | 53 | 5.03 | 1.20 (0.91–1.57) | 1.16 (0.89–1.53) |
| During pregnancy | 50 | 4.00 | 0.97 (0.74–1.28) | 0.91 (0.69–1.21) |
| 1st trimester | 13 | 3.62 | 0.86 (0.50–1.48) | 0.85 (0.49–1.46) |
| 2nd trimester | 21 | 4.11 | 1.02 (0.67–1.55) | 1.01 (0.66–1.53) |
| 3rd trimester | 16 | 4.21 | 1.00 (0.61–1.64) | 0.86 (0.51–1.44) |
| Postnatal exposure | 157 | 4.28 | 1.02(0.87–1.20) | 1.05(0.86–1.24) |
| 0–2 years | 44 | 5.03 | 1.20 (0.89–1.61) | 1.29 (0.95–1.77) |
| 3–5 years | 45 | 4.03 | 0.96 (0.72–1.29) | 0.96 (0.70–1.31) |
| 6–10 years | 68 | 4.05 | 0.98 (0.77–1.24) | 0.98 (0.46–1.27) |
| Relationship to the deceased | ||||
| Loss of a core relative | 188 | 4.35 | 1.04 (0.90–1.20) | 1.05 (0.90–1.23) |
| Prenatal maternal loss of child/spouse | 31 | 4.77 | 1.13 (0.80–1.61) | 1.09 (0.76–1.56) |
| Postnatal loss of a parent | 100 | 4.16 | 1.00 (0.82–1.22) | 1.03 (0.83–1.27) |
| Postnatal loss of a sibling | 57 | 4.50 | 1.07 (0.82–1.39) | 1.08 (0.82–1.43) |
| Loss of other relatives | 119 | 4.63 | 1.11 (0.93–1.33) | 1.06 (0.88–1.27) |
| Type of death | ||||
| Any time of unexpected death | 99 | 5.62 | 1.35 (1.11–1.64) | 1.38 (1.12–1.69) |
| Prenatal unexpected death | 27 | 6.60 | 1.57 (1.08–2.29) | 1.49 (1.01–2.19) |
| Postnatal unexpected death | 72 | 5.32 | 1.28 (1.02–1.62) | 1.34 (1.05–1.71) |
| Any time of other death | 208 | 4.05 | 0.97 (0.84–1.11) | 0.95 (0.82–1.90) |
| Prenatal other death | 123 | 4.39 | 1.05 (0.88–1.26) | 1.01 (0.84–1.20) |
| Postnatal other death | 85 | 3.67 | 0.87 (0.70–1.08) | 0.87 (0.69–1.10) |
IR incidence rate, IRR incidence rate ratio
aAdjustment for country, birth order, the number of fetuses in current pregnancy, paternal age, maternal age, maternal education, calendar age of the index girl, calendar year of follow up, and family history of psychiatric diseases
We did not observe any significant association between bereavement and the risk of broadly defined anorexia nervosa (IRR: 0.96, 95 % CI: 0.82–1.13) (Table 3). Similar to the overall risk of EDs, we observed exposure to bereavement caused by unexpected death in prenatal or postnatal period was associated with the increased risks of broadly defined bulimia nervosa (IRR: 2.47, 95 % CI: 1.67–3.65) (Table 4) and mixed EDs (IRR: 1.45, 95 % CI: 1.02–2.07) (Table 5). However, the significant association disappeared for mixed EDs when separating the time window of exposure into prenatal (IRR: 1.81, 95 % CI: 0.97–3.37) and postnatal exposure (IRR: 1.33, 95 % CI: 0.86–2.04). We did not observe that the associations for all three subtypes differed by the timing of exposure and relationship of the deceased with the subject.
Table 3.
Incidence rate ratio (IRR) for broadly defined anorexia nervosa after exposure to bereavement, by timing of bereavement, relationship to the deceased, and type of death
| Exposure | No. of cases | IR (10,000 person years) | Crude IRR | Adjusted IRRa |
|---|---|---|---|---|
| Non-exposure | 5712 | 2.59 | 1.00 | 1.00 |
| Any time exposure | 166 | 2.41 | 0.96 (0.82–1.12) | 0.96 (0.82–1.13) |
| Timing of exposure | ||||
| Prenatal exposure | 81 | 2.52 | 1.02 (0.82–1.27) | 0.96 (0.77–1.20) |
| 12–7 months | 26 | 2.84 | 1.12 (0.75–1.67) | 1.07 (0.72–1.58) |
| 6–0 months | 28 | 2.66 | 1.09 (0.75–1.58) | 1.06 (0.73–1.54) |
| During pregnancy | 27 | 2.16 | 0.88 (0.61–1.29) | 0.79 (0.53–1.17) |
| 1st trimester | 4 | 1.11 | 0.45 (0.17–1.23) | 0.44 (0.17–1.17) |
| 2nd trimester | 14 | 2.74 | 1.12 (0.66–1.89) | 1.09 (0.64–1.84) |
| 3rd trimester | 9 | 2.37 | 0.97 (0.50–1.87) | 0.73 (0.35–1.52) |
| Postnatal exposure | 85 | 2.32 | 0.90 (0.73–1.12) | 0.97 (0.76–1.22) |
| 0–2 years | 24 | 2.74 | 1.08 (0.71–1.62) | 1.13 (0.72–1.77) |
| 3–5 years | 27 | 2.42 | 0.92 (0.62–1.36) | 0.90 (0.58–1.40) |
| 6–10 years | 34 | 2.02 | 0.80 (0.57–1.13) | 0.93 (0.65–1.32) |
| Relationship to the deceased | ||||
| Loss of a core relative | 96 | 2.22 | 0.87 (0.71–1.07) | 0.93 (0.74–1.16) |
| Prenatal maternal loss of child/spouse | 11 | 1.69 | 0.69 (0.38–1.25) | 0.74 (0.41–1.34) |
| Postnatal loss of a parent | 54 | 2.25 | 0.85 (0.64–1.12) | 0.96 (0.72–1.29) |
| Postnatal loss of a sibling | 31 | 2.45 | 1.00 (0.70–1.43) | 0.97 (0.65–1.44) |
| Loss of other relative | 70 | 2.72 | 1.10 (0.87–1.39) | 1.01 (0.79–1.28) |
| Type of death | ||||
| Any time of unexpected death | 43 | 2.44 | 0.98 (0.72–1.32) | 1.05 (0.76–1.44) |
| Prenatal unexpected death | 9 | 2.20 | 0.90 (0.47–1.73) | 0.81 (0.41–1.63) |
| Postnatal unexpected death | 34 | 2.51 | 1.00 (0.71–1.41) | 1.13 (0.79–1.62) |
| Any time of other death | 123 | 2.40 | 0.95 (0.79–1.14) | 0.94 (0.77–1.14) |
| Prenatal other death | 72 | 2.57 | 1.04 (0.82–1.31) | 0.98 (0.78–1.24) |
| Postnatal other death | 51 | 2.20 | 0.85 (0.64–1.13) | 0.87 (0.64–1.19) |
IR incidence rate, IRR incidence rate ratio
aAdjustment for country, birth order, the number of fetuses in current pregnancy, paternal age, maternal age, maternal education, calendar age of the index girl, calendar year of follow up, and family history of psychiatric diseases
Table 4.
Incidence rate ratio (IRR) for broadly defined bulimia nervosa after exposure to bereavement, by timing of bereavement, relationship to the deceased, and type of death
| Exposure | No. of cases | IR (10,000 person years) | Crude IRR | Adjusted IRRa |
|---|---|---|---|---|
| Non-exposure | 1659 | 0.75 | 1.00 | 1.00 |
| Any time exposure | 63 | 0.97 | 1.27 (0.96–1.67) | 1.30 (0.97–1.72) |
| Timing of exposure | ||||
| Prenatal exposure | 25 | 0.78 | 1.08 (0.71–1.69) | 1.23 (0.80–1.89) |
| 12–7 months | 8 | 0.87 | 1.10 (0.49–2.46) | 1.21 (0.54–2.71) |
| 6–0 months | 7 | 0.66 | 0.96 (0.43–2.13) | 1.02 (0.46–2.28) |
| During pregnancy | 10 | 0.80 | 1.21 (0.63–2.33) | 1.43 (0.74–2.76) |
| 1st trimester | 3 | 0.83 | 1.40 (0.45–4.35) | 1.63 (0.55–5.26) |
| 2nd trimester | 4 | 0.78 | 1.31 (0.49–3.51) | 1.58 (0.59–4.23) |
| 3rd trimester | 3 | 0.79 | 0.89 (0.22–3.55) | 1.00 (0.25–4.01) |
| Postnatal exposure | 38 | 1.03 | 1.42 (0.99–2.03) | 1.35 (0.93–1.96) |
| 0–2 years | 10 | 1.14 | 1.35 (0.64–2.83) | 1.41 (0.66–2.99) |
| 3–5 years | 7 | 0.63 | 0.90 (0.41–2.02) | 0.92 (0.41–2.05) |
| 6–10 years | 21 | 1.25 | 1.80 (1.13–2.87) | 1.60 (0.98–2.63) |
| Relationship to the deceased | ||||
| Loss of a core relative | 47 | 1.09 | 1.48 (1.08–2.04) | 1.38 (0.98–1.92) |
| Prenatal maternal loss of child/spouse | 9 | 1.38 | 1.81 (0.86–3.81) | 1.48 (0.70–3.12) |
| Postnatal loss of a parent | 27 | 1.12 | 1.61 (1.07–2.43) | 1.48 (0.95–2.29) |
| Postnatal loss of a sibling | 11 | 0.87 | 1.06 (0.53–2.13) | 1.11 (0.55–2.22) |
| Loss of other relative | 16 | 0.62 | 0.92 (0.54–1.55) | 1.13 (0.97–1.92) |
| Type of death | ||||
| Any time of unexpected death | 30 | 1.70 | 2.67 (1.84–3.89) | 2.47 (1.67–3.65) |
| Prenatal unexpected death | 9 | 2.20 | 3.70 (1.92–7.13) | 3.87 (2.01–7.47) |
| Postnatal unexpected death | 21 | 1.55 | 2.36(1.50–3.72) | 2.07 (1.28–3.34) |
| Any time of other death | 33 | 0.64 | 0.79 (0.53–1.18) | 0.86 (0.57–1.28) |
| Prenatal other death | 16 | 0.57 | 0.72 (0.41–1.27) | 0.82 (0.46–1.44) |
| Postnatal other death | 17 | 0.73 | 0.87 (0.49–1.54) | 0.91 (0.51–1.61) |
IR incidence rate, IRR incidence rate ratio
aAdjustment for country, birth order, the number of fetuses in current pregnancy, paternal age, maternal age, maternal education, calendar age of the index girl, calendar year of follow up, and family history of psychiatric diseases
Table 5.
Incidence rate ratio (IRR) for mixed eating disorders, following exposure to bereavement, by timing of bereavement, relationship to the deceased, and type of death
| Exposure | No. of cases | IR (10,000 person years) | Crude IRR | Adjusted IRRa |
|---|---|---|---|---|
| Non-exposure | 3049 | 1.38 | 1.00 | 1.00 |
| Any time exposure | 110 | 1.60 | 1.19 (0.97–1.45) | 1.11 (0.90–1.36) |
| Timing of exposure | ||||
| Prenatal exposure | 55 | 1.71 | 1.34 (1.02–1.76) | 1.19 (0.90–1.57) |
| 12–7 months | 19 | 2.07 | 1.54 (0.95–2.47) | 1.32 (0.81–2.16) |
| 6–0 months | 20 | 1.90 | 1.49 (0.95–2.34) | 1.37 (0.87–2.15) |
| During pregnancy | 16 | 1.28 | 1.06 (0.65–1.73) | 0.93 (0.56–1.54) |
| 1st trimester | 6 | 1.67 | 1.38 (0.62–3.07) | 1.29 (0.58–2.88) |
| 2nd trimester | 4 | 0.78 | 0.65 (0.24–1.73) | 0.60 (0.23–1.60) |
| 3rd trimester | 6 | 1.58 | 1.31 (0.59–2.91) | 1.02 (0.42–2.45) |
| Postnatal exposure | 55 | 1.50 | 1.06 (0.79–1.41) | 1.03 (0.76–1.39) |
| 0–2 years | 16 | 1.83 | 1.32 (0.78–2.34) | 1.48 (0.88–2.51) |
| 3–5 years | 18 | 1.61 | 1.04 (0.61–1.76) | 1.01 (0.61–1.80) |
| 6–10 years | 21 | 1.25 | 0.94 (0.60–1.47) | 0.79 (0.47–1.31) |
| Relationship to the deceased | ||||
| Loss of a core relative | 71 | 1.64 | 1.17 (0.91–1.51) | 1.11 (0.85–1.46) |
| Prenatal maternal loss of child/spouse | 16 | 2.46 | 1.78 (1.06–3.02) | 1.53 (0.88–2.64) |
| Postnatal loss of a parent | 37 | 1.54 | 1.00 (0.69–1.44) | 0.91 (0.61–1.36) |
| Postnatal loss of a sibling | 18 | 1.42 | 1.18 (0.74–1.87) | 1.24 (0.78–1.97) |
| Loss of other relative | 39 | 1.52 | 1.22 (0.89–1.68) | 1.10 (0.79–1.52) |
| Type of death | ||||
| Any time of unexpected death | 35 | 1.99 | 1.50 (1.06–2.13) | 1.45 (1.02–2.07) |
| Prenatal unexpected death | 11 | 2.69 | 2.03 (1.09–3.77) | 1.81 (0.97–3.37) |
| Postnatal unexpected death | 24 | 1.77 | 1.35 (0.86–2.05) | 1.33 (0.86–2.04) |
| Any time of other death | 75 | 1.46 | 1.08 (0.85–1.38) | 0.99 (0.77–1.27) |
| Prenatal other death | 44 | 1.57 | 1.24 (0.91–1.68) | 1.10 (0.80–1.50) |
| Postnatal other death | 31 | 1.34 | 0.89 (0.60–1.32) | 0.84 (0.54–1.29) |
IR incidence rate, IRR incidence rate ratio
aAdjustment for country, birth order, the number of fetuses in current pregnancy, paternal age, maternal age, maternal education, calendar age of the index girl, calendar year of follow up, and family history of psychiatric diseases
We observed similar results when analyses were restricted to subjects without family history of psychiatric diseases (results are available upon request).
Discussion
Using nationwide registers from two Nordic countries, we examined associations between stress due to bereavement from 1 year preconception to 10 years of age and the risks of EDs, including its three subtypes among adolescent girls and young women. We observed an increased risk of EDs among girls who were exposed to either prenatal or early postnatal life stress due to unexpected death of a close relative. It seemed that the increased risk was driven by differences in broadly defined bulimia nervosa and mixed EDs rather than broadly defined anorexia nervosa. Timing does not seem to be important.
Dysfunction of HPA axis has been implicated in the pathogenesis of EDs [22], and not only prenatal stress but also postnatal stress could alter HPA axis function [23, 24]. Girls exposed to both prenatal and postnatal stress are reported to have an increased vulnerability to psychiatric diseases and decreased stress response possibly mediated through a process of increased corticotrophin-releasing hormone in the hippocampus which regulates HPA axis activities [25]. This is also partly consistent with the results that functional signs of neonatal dysmaturity had a significant additive interaction with childhood abuse in determining the risk for the illness [26]. Stress due to loss of a close relative occurred in the early prenatal period could persist in the following period, even in postnatal period. Hence, our results that both prenatal and postnatal bereavement were associated with an increased risk of EDs might be contributed by a combined influence of prenatal maternal stress on fetal neurodevelopment and self-response to stress in early childhood. Our results also have alternative explanation that severe stress reduced maternal food intake and subsequently influenced the intrauterine nutrition [27, 28].
An animal study has suggested that effect of stress on food intake is more dependent on the intensity of a stressor [29]. Normally, sudden or violent death causes more stress than other types of death [30]. Cute maternal stress (mostly unexpected stress) has a greater long-term effect on HPA function and behavior than chronic maternal stress. These findings are in line with our results on association between unexpected loss of a close relative and increased risk of EDs.
To our knowledge, this is the first large-scale study to examine the association between prenatal and early life stress and the risk of EDs with its subtypes. Patients with different types of EDs show different personality traits and social adaption capacities [31]. EDs subtypes during adolescence are different in term of neuro correlates of inhibitory control and activation of brain regions [32]. We found an increased risk for broadly defined bulimia nervosa among girls who experienced unexpected loss of a close relative both during prenatal period and within 10 years after birth. The potential specific mechanisms need to be further studied.
We did not find an increased risk of broadly defined anorexia nervosa in bereaved girls. Higher education level and ascending year of birth have been proposed as risk factors for anorexia nervosa [33, 34]. We observed the same pattern for broadly defined anorexia nervosa in the present study. An increased risk of mixed EDs was observed among girls after exposure to bereavement caused by unexpected death. However, this association was weaker than the corresponding association for broadly defined bulimia nervosa and was not significant after dividing it into prenatal and postnatal exposure. The number of cases with mixed EDs was probably limited by time and ICD version: more than 30 % patient was diagnosed mixed EDs based on the ICD-10 in this study. Hence, it is worthy to further explore the associations between stress and subtypes of EDs using a more detailed categorized system of EDs. Further studies are also needed to clarify the possible mechanisms involve in different subtypes of EDs.
This study has several strengths. We used a large cohort with prospectively collected information that included all the girls born in Denmark and Sweden during nearly two decades. This allowed us to explore the association between rare exposure (bereavement) and outcomes (EDs and its subtypes), and to adjust for a number of potential confounders. In this population-based cohort study, bias due to selection of population and loss of follow up is unlikely. In addition, bereavement due to loss of a close relative, widely accepted as a relatively precise and universal indicator for stress, was used as an indicator of exposure status [35]. Again, this is the first large-scale study to examine the association between bereavement and different patterns for subtypes.
Our study also has several limitations. First, the ICD system was used to identify the cases in this study, instead of the DSM-5 that has more detailed diagnosis information about the EDs [36]. Some misclassification of EDs may be expected. Specifically, the incidence rate of EDs could be underestimated because cases who did not present for treatment would not be included at all. However, this needs not to be related to exposure, and hence would bias the estimates toward the null. Second, we did not find any validation study of EDs in the three registries. The Swedish Patient Register may have a high predictive value for most validated diagnoses (85-95 %), but a low sensitivity [37]. Validity of some psychiatric diseases is high in Danish Psychiatric Central Research Register, like childhood autism (94 %) and schizophrenia (90 %) [38, 39]. In our study, broadly defined anorexia nervosa was the most common subtype of EDs, which is in line with the previous studies [2, 5]. Third, we only have inpatients before 1995 in Denmark and all time in Sweden. Bereavement might either lower or increase the threshold for hospitalization, therefore comorbidity or other factors related to the threshold of hospitalization should be considered in the future studies. Fourth, as an observational study based on register data, it is not possible to conclude that the association is causal and further studies are needed.
In conclusion, our findings suggested that prenatal and early postnatal life stress due to unexpected death of a close relative is associated with an increased overall risk of eating disorders in adolescent girls and young women. The increased risk might be driven mainly by differences in broadly defined bulimia nervosa and mixed eating disorders, but not broadly defined anorexia nervosa.
Acknowledgments
The study was supported by the European Research Council (ERC-2010-StG-260242-PROGEURO); The Nordic Cancer Union (2013_129830); The Swedish Research Council for Health, Working Life and Welfare (2010-0092); The National Natural Science Foundation of China (81428011); XJ. SU is partly supported by a travel grant from Shanghai First Maternity and Infant Hospital, Tongji University School of Medicine.
Compliance with ethical standards
Conflict of interest
On behalf of Hong Liang, Wei Yuan, Jørn Olsen, Sven Cnattingius, Jiong Li, XiuJuan Su states that there is no conflict of interest.
Contributor Information
Xiujuan Su, Phone: 86 2120261427, Email: baolei06@163.com.
Wei Yuan, Phone: 86 2120261427, Email: yuanwei11@yahoo.com.
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