In recent decades, it has become clear that understanding early life risk factors is vital for the prevention and management of future psychiatric disorders.Reference Rice, Jones and Thapar1 Investigations into common psychiatric disorders have highlighted various early life risk factors, such as prenatal stress, social support, maternal anxiety, early life trauma and childhood temperament.Reference Rice, Jones and Thapar1,Reference Glover2 However, there is a current gap in the literature regarding potential early life risk factors for personality disorders. Personality disorders have a large personal and societal impact including psychosocial impairment,Reference Chanen, Jovev, McCutcheon, Jackson and McGorry3 increased rates of suicide,Reference Chanen and McCutcheon4,Reference Pompili, Girardi, Ruberto and Tatarelli5 functional impairmentReference Pompili, Girardi, Ruberto and Tatarelli5 and long-term health service use.Reference Chanen, Jovev, McCutcheon, Jackson and McGorry3,Reference Chanen and McCutcheon4 However, it has also been shown that early intervention is effective in reducing the impact of personality disorderReference Chanen, Jackson, McCutcheon, Jovev, Dudgeon and Yuen6 and, therefore, early identification of those at risk for personality disorder is an important goal. Childhood trauma (including physical and sexual abuse, separation from or loss of parents, and non-secure parent–child bonding) is one of the early life risk factors of personality disorder.Reference Bandelow, Krause, Wedekind, Broocks, Hajak and Rüther7 Such factors are usually measured retrospectively which makes them difficult to use as tools for identification of those at risk of developing a personality disorder.
Personality disorder tends to be comorbid with other psychiatric disorders.Reference Plana-Ripoll, Pedersen, Holtz, Benros, Dalsgaard and De Jonge8 Individuals with a prior diagnosis of a personality disorder are significantly more likely to develop other psychiatric disorders than those without a prior personality disorder diagnosis, and those with a history of mood disorders are more likely to be diagnosed with a personality disorder. Previously, we found a significant association between exposure to prenatal stress and the development of mood disorders.Reference Brannigan, Cannon, Tanskanen, Huttunen, Leacy and Clarke9 Several other studies have reported associations between prenatal stress and mental disorders such as depression,Reference Brown, van Os, Driessens, Hoek and Susser10 anxietyReference O'Connor, Heron, Golding, Glover and Team11 and schizophrenia.Reference Khashan, Abel, McNamee, Pedersen, Webb and Baker12 Given the lack of specificity in many risk factors (such as prenatal stress exposure) for psychiatric illness, it is plausible that personality disorders share risk factors with other psychiatric disorders. It is important for intervention and prevention strategies in mental illness to know the shared and unique factors that contribute to the risk of developing different outcomes.
In our previous work,Reference Brannigan, Cannon, Tanskanen, Huttunen, Leacy and Clarke9 we examined the association between prenatal stress and mental disorders and found that prenatal stress significantly increased the risk of mood disorders. Here we examine the association between prenatal stress and later personality disorder in offspring. This is the first study to examine exposure to prenatal stress as a potential risk factor for the development of personality disorder while controlling for important confounders such as comorbid psychiatric disorders, maternal reported depression during pregnancy, maternal smoking during pregnancy and parental psychiatric history. We hypothesised that exposure to mental stress during gestation would be associated with increased odds of developing a personality disorder, independent of any association with other comorbid psychiatric disorders.
Method
Participants
This study used data from the Helsinki Temperament Cohort, a prospective birth cohort comprising all children born in the greater Helsinki area between 1 July 1975 and 30 June 1976. This cohort (N = 6468) was established to examine the effect of prenatal stress and childhood temperament on mental health outcomes. Here we report on a subsample of 3626 cohort members whose mothers completed regular health and well-being assessments during pregnancy.
Ethical approval
Ethical approval for the collection and use of the Helsinki Temperament Cohort and the corresponding register information was granted by the Ministry of Social Welfare and Health, Finland (approval number 1430/69/82).
Prenatal stress
Prenatal stress data were collected during monthly antenatal clinic appointments. Women attending the clinic with an expected delivery date between 1 July 1975 and 31 June 1976 were given a booklet by the attending nurse. The booklet contained 15 identical, removable questionnaires on the health and well-being of the mother during the preceding month. The questionnaire directly asked about factors such as subjective stress, subjective feelings of depression, smoking and physical health. Women were asked to complete one questionnaire before each monthly clinic appointment. These prenatal questionnaires included one item on mental stress since the previous visit, and used a three-point Likert scale, with one indicating no stress, two indicating some stress and three indicating notable stress. Individuals could request additional booklets if they attended antenatal clinic appointments more frequently.
Outcome data
The primary outcome of interest for this study was the diagnosis of personality disorder. Outcome data were obtained through linkage between the Finnish National Population Register and the Finnish Hospital Discharge Register (FHDR). The FHDR was accessed in 2005, at which point the cohort members were approximately 30 years old. All diagnoses recorded in the register were coded using ICD-8 (1967), ICD-9 (1978) or ICD-10 (1992), depending on the date of diagnosis.
Confounders
We examined the following potential confounders: (a) maternal and paternal psychiatric history from the FDHR, (b) total prenatal questionnaires returned, (c) maternal smoking during pregnancy, (d) maternal report of depression during pregnancy and (e) other psychiatric disorders. Unadjusted and fully adjusted odds ratios are reported.
Parental psychiatric history
Maternal and paternal psychiatric history could be associated with both the experience of stress during pregnancy and with an increased risk of psychiatric disorder in the offspring. We controlled for both diagnosed maternal and paternal psychiatric disorder to attempt to separate the effects of prenatal stress and parental psychopathology. Paternal psychiatric history information was missing for 73 members of the cohort; these individuals were excluded from the fully adjusted model. Maternal and paternal psychiatric history information was obtained by linking the Finnish National Population Registry and the FHDR.
Number of questionnaires submitted
There was some variability in the number of prenatal questionnaires returned. Therefore, we adjusted for the numbers of questionnaires returned to account for this.
Prenatal smoking
Prenatal smoking and prenatal stress have been associated with similar adverse pregnancy outcomes such as low birth weight and preterm delivery as well as psychiatric outcomes such as conduct disorder, attention-deficit hyperactivity disorder and substance misuse.Reference Wakschlag, Pickett, Cook, Benowitz and Leventhal13 As individuals who are stressed are also more likely to smoke,Reference Kouvonen, Kivimäki, Virtanen, Pentti and Vahtera14 we controlled for smoking during pregnancy in order to ensure prenatal smoking was not driving any observed associations between prenatal stress and personality disorder. Information regarding maternal smoking during pregnancy was also collected as part of the prenatal questionnaires. This information was missing for seven members of the population.
Maternal self-reported feelings of depression
Many studies examining prenatal stress combine prenatal stress, anxiety and depression into one factor; here we control for maternal feelings of depression during pregnancy in an attempt to isolate the effects of maternal stress from maternal depression during pregnancy. Self-reported maternal depressive symptoms during pregnancy were recorded as part of the monthly prenatal questionnaires. Information on depressive symptoms during pregnancy was missing for 17 women.
Comorbid psychiatric diagnoses
We adjusted our analysis of the association between prenatal stress and personality disorders for other psychiatric disorders, obtained through the FHDR, to ensure that an association between the exposure and a comorbid disorder did not drive any association seen with personality disorder. In this cohort we previously found significant associations between prenatal stress and mood disorder, as well as an ‘any diagnosis’ category which included mood disorders, psychotic disorders and anxiety disorders.
Data analysis
Using Stata 14.215 for Windows we ran logistic regression models examining the association between self-reported maternal stress during pregnancy and personality disorder in the offspring. Prenatal stress was recorded using a modal measure of the most frequently reported level of stress throughout pregnancy. A modal measure of stress was used as it best represented the individual scores when compared with the mean, which was less accurate due to variability in the number of returned prenatal questionnaires. If the modal value was not unique, the higher level was used. We used a stepwise method of addition of confounders into our models. This allowed us to assess the impact of each individual confounder as it was added. We also adjusted our main outcome associations for anxiety, mood and psychotic outcomes to ensure any association seen was not driven by associations with these outcomes.
Results
Descriptive statistics
In total, 3626 members of the cohort returned at least one prenatal questionnaire; the median number of prenatal questionnaires submitted per woman was six throughout pregnancy, with the lowest number in early pregnancy. In total there were 40 individuals with personality disorder within the sample of 3626. There was no significant difference in prevalence of psychiatric outcomes between cohort individuals included in this analysis and those not included. The distribution of reported prenatal stress, personality disorder and the confounders can be seen in Table 1.
Table 1. Distribution of exposure to prenatal stress and confounders in those with and without a diagnosis of a personality disorder
Prenatal stress
Those who were exposed to either moderate or severe stress during gestation had nearly three times the odds of developing a personality disorder compared with those unexposed to such stress. This increase in odds persisted after controlling for important confounders such as parental psychopathology, maternal smoking during pregnancy, maternal self-reported depression during pregnancy and variation in the number of prenatal questionnaires returned. These associations can be seen in Table 2.
Table 2 The association between exposure to prenatal stress and the development of a personality disorder
a. Baseline: no stress reported during pregnancy.
b. Adjusted for total prenatal questionnaires returned (N = 3626).
c. Adjusted for model 1 and parental psychiatric history (N = 3553).
d. Adjusted for model 2 and maternal smoking during pregnancy (N = 3546).
e. Adjusted for model 3 and maternal feelings of depression (N = 3532).
* P < 0.05.
Comorbidity
Of the 40 individuals with personality disorder in the sample, 31 had at least one comorbid diagnosis of either a psychotic, depressive or anxiety disorder. In our final analysis we controlled for other individual psychiatric diagnoses, as well as an ‘any diagnosis’ category in addition to the other confounders. All associations between prenatal stress and personality disorder remain significant after controlling for other comorbid psychiatric disorders (Table 3).
Table 3 The association between prenatal stress and personality disorder adjusting for previous, concurrent or subsequent alternative psychiatric disorders
**P < 0.01, ***P < 0.005, ****P ≤ 0.001.
Discussion
To the best of our knowledge, this is the first study examining the association between maternal stress during pregnancy and the later development of personality disorder in the exposed offspring. Our results suggest that exposure to stress throughout gestation leads to a more than threefold increase in the odds of personality disorder in the offspring after controlling for parental psychopathology, maternal smoking during pregnancy and antenatal depression. When categorising individuals based on the level of stress reported, those exposed to severe stress showed consistently greater odds ratios compared with those exposed to moderate stress, reaching upwards of a ninefold increase in the odds of personality disorder in the offspring. This suggests that the subjective intensity of the experienced stress may moderate the impact of the stress. We also found that the effect of prenatal stress is independent of comorbid psychiatric disorders because the association persisted after adjusting for diagnoses of a depressive, anxiety or psychotic disorder.
These results are in line with previous research examining prenatal stress and its impact on the mental health of offspring. Previously, prenatal stress has been associated with an increased risk of offspring mood disorder,Reference Brannigan, Cannon, Tanskanen, Huttunen, Leacy and Clarke9,Reference Brown, van Os, Driessens, Hoek and Susser10 schizophreniaReference Khashan, Abel, McNamee, Pedersen, Webb and Baker12 and anxiety.Reference O'Connor, Heron, Golding, Glover and Team11 These results suggest that prenatal stress is a nonspecific risk factor for mental illness, and also supports current theories suggesting that psychiatric disorders may not be independent constructs but rather share common aetiologies and symptoms, and differ mainly in their expression.
The specific mechanism(s) by which prenatal stress increases the risk of personality disorder are currently unknown. Some potential explanatory factors for the association include biological factors, such as an impact of stress on foetal structural neurodevelopment, and psychosocial factors.
Biological mechanisms
Studies examining structural brain differences between those with and without personality disorders have shown that those with diagnosed personality disorder have significantly reduced hippocampal and amygdala volumesReference Driessen, Herrmann, Stahl, Zwaan, Meier and Hill16 as well as significantly reduced volume in the frontal lobe,Reference Lyoo, Han and Cho17 left orbitofrontal cortex and right anterior cingulate cortex.Reference Driessen, Herrmann, Stahl, Zwaan, Meier and Hill16 Studies examining the impact of prenatal stress on childhood brain development have found a widespread reduction in grey matter volume throughout brain regions including the prefrontal cortex, premotor cortex, medial temporal lobe, lateral temporal cortex and postcentral gyrus and cerebellumReference Buss, Davis, Muftuler, Head and Sandman18 in middle childhood. Additionally, many patients with personality disorder show hypothalamic–pituitary–adrenal axis dysregulation, including higher resting cortisol levelsReference Wingenfeld, Driessen, Adam and Hill19 and higher cortisol response compared with healthy controls.Reference Simeon, Knutelska, Smith, Baker and Hollander20 This is similar to findings of higher stress cortisol responses in those exposed to prenatal depression and prenatal stress.Reference Entringer, Kumsta, Hellhammer, Wadhwa and Wüst21,Reference Hannigan, Eilertsen, Gjerde, Reichborn-Kjennerud, Eley and Rijsdijk22
Genetic predisposition could also play a role in the association between prenatal stress and later mental disorders in offspring. It is possible that the association between prenatal stress and personality disorder in offspring is confounded by shared genetic factors, which may increase the susceptibility to experiencing stress during pregnancy, as well as increasing the odds of personality disorder in offspring. Hannigan and colleaguesReference Hannigan, Eilertsen, Gjerde, Reichborn-Kjennerud, Eley and Rijsdijk22 found, in a large Norwegian cohort, that shared genetic factors explained approximately 40% of the associations between prenatal depression and internalising and externalising problems in offspring.
Psychosocial mechanisms
There may also be many psychosocial factors mediating the relationship between prenatal stress and personality disorder. It is likely that a woman who is stressed during the antenatal period will also be stressed during the postnatal period. It is possible that any continuation of stress into the postnatal period could have an impact on the parent–child relationship, and on early parenting style and warmth, thus affecting the child's development.Reference Bergman, Sarkar, Glover and O'Connor23 This potential pathway has been shown in maternal antenatal depression: In the Avon Longitudinal Study of Parents and Children cohort, Plant et al Reference Plant, Jones, Pariante and Pawlby24 found that antenatal depression was significantly associated with maternal postnatal depression, which in turn was associated with maladaptive or nonresponsive parenting.
Plant and colleaguesReference Plant, Pariante, Sharp and Pawlby25 also found that individuals exposed to maternal prenatal depression were 2.3 times more likely to have experienced childhood maltreatment and 3.4 times more likely to be diagnosed with depressive disorder. Associations between maternal antenatal depression and childhood maltreatment were replicated in the Avon Longitudinal Study of Parents and Children cohort.Reference Plant, Jones, Pariante and Pawlby24 Both studies found that childhood maltreatment independently predicted later psychopathology, further supporting a continuum of early life adverse exposures, where prenatal factors may affect parental–child relationships and thus affect child development. We found that the association between prenatal stress and personality disorder in offspring was independent of maternal prenatal depression. It is possible that measuring women's levels of subjective stress during pregnancy is a good indicator of the psychosocial aspects of the subsequent rearing environment of the child and therefore may be a better measure of the risk to the mental well-being of offspring than the mother's experience of antenatal depression.
Other psychosocial factors, which may mediate the relationship between prenatal stress and personality disorder, include early life separation from parents, childhood trauma and parenting styles.Reference Bandelow, Krause, Wedekind, Broocks, Hajak and Rüther7 Various studies have examined the association between child–parent attachment and later borderline personality disorder (BPD). In a review examining Bowlby'sReference Bowlby26 theory of attachment and BPD, LevyReference Levy27 reported that patients with BPD were less likely to report secure attachment to their parent(s) and were more likely to be categorised as having a preoccupied or unresolved attachment to parents.
Strengths and limitations
We extracted our outcome data from the FHDR which has been found to have excellent diagnostic validity when compared with DSM criteria.Reference Isohanni, Mäkikyrö, Moring, Räsanen, Hakko and Partanen28 However, because this database only captures the most severe cases of personality disorder (those which require admission to hospital), it may underrepresent the number of individuals with personality disorder in our sample.
This study is unique in using subjectively reported maternal stress collected prospectively on a monthly basis throughout pregnancy. Most previous studies have used the occurrence of specific traumas as the exposure for stress studies. We think that subjective stress is a more accurate quantification of the impact of stress on a woman and her pregnancy.
Additionally, maternal stress, depression and anxiety during pregnancy are often examined in studies as a similar exposure. In this study, we attempted to separate the effects of prenatal stress and depression by adjusting for self-reported depressive symptoms during pregnancy and found an independent significant association between prenatal stress and personality disorder in offspring. We encourage future studies to separate these exposures to shed light on the mechanisms by which stress, depression and anxiety during pregnancy later affect the mental health of the offspring.
We were unable to control for potential confounders such as maternal education, physical and sexual abuse, and familial socioeconomic status. However, we were able to control for important confounders such as parental psychiatric history and antenatal depression. The antenatal depression variable used in this study comprised mother's self-reports of depression symptoms during pregnancy, which were collected as part of the monthly antenatal questionnaires, rather than a depression diagnosis. It is possible that having a different measure of antenatal depression would have led to a stronger association between antenatal depression and offspring psychopathology.
Because of statistical power limitations, we were unable to examine the association between exposure to prenatal stress during different trimesters of pregnancy and personality disorders. It has been previously suggested that there may be a trimester-specific effect of stress exposure on the development of psychiatric disorders,Reference Brown, van Os, Driessens, Hoek and Susser10,Reference O'Connor, Heron, Golding, Glover and Team11 and we suggest that future studies examining the associations between stress and personality disorder also attempt to identify the critical window of exposure during gestation.
Finally, we were unable to split personality disorders into individual disorders or disorder clusters. However, there is debate about the validity of subcategorisation within personality disorder, with evidence suggesting that most people meeting criteria for one personality disorder will meet the criteria for a second.Reference Widiger and Rogers29
Future directions of study
More research is needed to confirm our conclusions and to investigate potential mechanisms involved in the association. The next step in this area of research could involve examinations into whether interventions during pregnancy can reduce the adverse effects of stress.Reference Glover30 Some pilot work has shown that intervention during pregnancy can reduce the experience of stress and anxiety.Reference Vieten and Astin31
Funding
Funded by Health Research Board in Ireland, award code HRA-PHR-2015-1130.
eLetters
No eLetters have been published for this article.