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Puosi E, Karlsson H, Lukkarinen H, Karlsson L, Lukkarinen M. Paternal adverse childhood experiences are associated with a low risk of atopy in the offspring. Acta Paediatr 2024; 113:2438-2451. [PMID: 38992923 DOI: 10.1111/apa.17345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Revised: 06/24/2024] [Accepted: 06/26/2024] [Indexed: 07/13/2024]
Abstract
AIM Parental adverse childhood experiences (ACE) might affect the offspring health through intergenerational inheritance. The aim of this study was to investigate how paternal ACE associate with offspring sensitisation and allergic rhinitis (AR). METHODS The study included 590 Finnish father-child dyads from the FinnBrain Birth Cohort Study. Outcomes were offspring sensitisation against allergens and AR at age 5.5 years. Paternal ACE up to 18 years were assessed using the Trauma and Distress Scale (TADS) with the lowest quarter as the reference group. RESULTS Of the children, 317 (54%) were males. Sensitisation occurred in 162/533 (30%) and AR in 122/590 (21%). Paternal TADS (median 17 points; interquartile range 11-27) was inversely associated with the risk of sensitisation. Children whose fathers scored the highest quarter had the lowest risk of sensitisation (adjusted odds ratio 0.42; 95% confidence interval 0.24-0.75), followed by those in the second highest quarter (0.58; 0.34-0.99). The association between the highest quarter and reduced risk of AR was similar. CONCLUSION Paternal ACE were associated with a low risk of offspring sensitisation and AR, suggesting paternal childhood stress might influence immune responses in their offspring.
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Affiliation(s)
- Emma Puosi
- FinnBrain Birth Cohort Study, Turku Brain and Mind Center, Department of Clinical Medicine, Faculty of Medicine, University of Turku, Turku, Finland
- Tyks Department of Paediatrics and Adolescent Medicine, Turku University Hospital and Paediatrics and Adolescent Medicine, Department of Clinical Medicine, Faculty of Medicine, University of Turku, Turku, Finland
- Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland
| | - Hasse Karlsson
- FinnBrain Birth Cohort Study, Turku Brain and Mind Center, Department of Clinical Medicine, Faculty of Medicine, University of Turku, Turku, Finland
- Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland
- Psychiatry, Department of Clinical Medicine, Faculty of Medicine, University of Turku and Tyks Psychiatry, Turku University Hospital, Turku, Finland
| | - Heikki Lukkarinen
- FinnBrain Birth Cohort Study, Turku Brain and Mind Center, Department of Clinical Medicine, Faculty of Medicine, University of Turku, Turku, Finland
- Tyks Department of Paediatrics and Adolescent Medicine, Turku University Hospital and Paediatrics and Adolescent Medicine, Department of Clinical Medicine, Faculty of Medicine, University of Turku, Turku, Finland
| | - Linnea Karlsson
- FinnBrain Birth Cohort Study, Turku Brain and Mind Center, Department of Clinical Medicine, Faculty of Medicine, University of Turku, Turku, Finland
- Tyks Department of Paediatrics and Adolescent Medicine, Turku University Hospital and Paediatrics and Adolescent Medicine, Department of Clinical Medicine, Faculty of Medicine, University of Turku, Turku, Finland
- Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland
| | - Minna Lukkarinen
- FinnBrain Birth Cohort Study, Turku Brain and Mind Center, Department of Clinical Medicine, Faculty of Medicine, University of Turku, Turku, Finland
- Tyks Department of Paediatrics and Adolescent Medicine, Turku University Hospital and Paediatrics and Adolescent Medicine, Department of Clinical Medicine, Faculty of Medicine, University of Turku, Turku, Finland
- Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland
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Zhou J, Wu P, Cai W, Lu J, Guo Y, Teng Y, Tong J, Gao G, Yan S, Tao F, Huang K. The impact of maternal anxiety during pregnancy on children's eczema and allergic rhinitis: The Ma'anshan birth cohort study. J Psychosom Res 2024; 181:111621. [PMID: 38636299 DOI: 10.1016/j.jpsychores.2024.111621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2023] [Revised: 02/15/2024] [Accepted: 02/19/2024] [Indexed: 04/20/2024]
Abstract
OBJECTIVE The objective of this study was to investigate the associations between maternal exposure to anxiety during pregnancy and the susceptibility of offspring to eczema and allergic rhinitis and the possibility of sensitivity periods and cumulative effects. METHODS The study's sample consisted of 3160 mother-child pairs from the Ma'anshan Birth Cohort Study. Maternal anxiety was repeatedly measured in the 1st, 2nd, and 3rd trimesters of pregnancy using the Chinese version of the Pregnancy-Related Anxiety Scale. Information regarding children's eczema and allergic rhinitis diagnoses was collected through parental reports at 12, 24, 36 and 48 months of age. Binary logistic regression models were used for statistical analysis and corrected for multiple comparisons using the false discovery rate (FDR) method. RESULTS Children whose mothers experienced anxiety throughout pregnancy had the highest odds of developing total eczema (aOR 1.45, 95% CI 1.02-2.07) and total allergic rhinitis (aOR 1.67, 95% CI 1.17-2.37) between the ages of 6 and 48 months. The higher the trajectory of the maternal anxiety scores throughout pregnancy, the higher the odds of total eczema (aOR 1.65, 95% CI 1.14-2.40) and allergic rhinitis (aOR 1.84, 95% CI 1.28-2.66) in their offspring. The association between maternal anxiety and children's eczema was mainly concentrated in the first 24 months, whereas the association with allergic rhinitis was mainly concentrated in the 36-48 months. CONCLUSION Maternal anxiety during any trimester of pregnancy, especially with a consistently high trajectory of anxiety scores, was associated with higher odds of children's eczema and allergic rhinitis.
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Affiliation(s)
- Jixing Zhou
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, Hefei 230032, Anhui Province, China; Key Laboratory of Population Health Across Life Cycle (AHMU), MOE, Hefei 230032, China; NHC Key Laboratory of study on abnormal gametes and reproductive tract, Hefei 230032, Anhui Province, China; Anhui Provincial Key Laboratory of Environment and Population Health Across the Life Course, Hefei 230032, Anhui Province, China
| | - Pengui Wu
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, Hefei 230032, Anhui Province, China; Key Laboratory of Population Health Across Life Cycle (AHMU), MOE, Hefei 230032, China; NHC Key Laboratory of study on abnormal gametes and reproductive tract, Hefei 230032, Anhui Province, China; Anhui Provincial Key Laboratory of Environment and Population Health Across the Life Course, Hefei 230032, Anhui Province, China
| | - Wenjing Cai
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, Hefei 230032, Anhui Province, China; Key Laboratory of Population Health Across Life Cycle (AHMU), MOE, Hefei 230032, China; NHC Key Laboratory of study on abnormal gametes and reproductive tract, Hefei 230032, Anhui Province, China; Anhui Provincial Key Laboratory of Environment and Population Health Across the Life Course, Hefei 230032, Anhui Province, China
| | - Jingru Lu
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, Hefei 230032, Anhui Province, China; Key Laboratory of Population Health Across Life Cycle (AHMU), MOE, Hefei 230032, China; NHC Key Laboratory of study on abnormal gametes and reproductive tract, Hefei 230032, Anhui Province, China; Anhui Provincial Key Laboratory of Environment and Population Health Across the Life Course, Hefei 230032, Anhui Province, China
| | - Yufan Guo
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, Hefei 230032, Anhui Province, China; Key Laboratory of Population Health Across Life Cycle (AHMU), MOE, Hefei 230032, China; NHC Key Laboratory of study on abnormal gametes and reproductive tract, Hefei 230032, Anhui Province, China; Anhui Provincial Key Laboratory of Environment and Population Health Across the Life Course, Hefei 230032, Anhui Province, China
| | - Yuzhu Teng
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, Hefei 230032, Anhui Province, China; Key Laboratory of Population Health Across Life Cycle (AHMU), MOE, Hefei 230032, China; NHC Key Laboratory of study on abnormal gametes and reproductive tract, Hefei 230032, Anhui Province, China; Anhui Provincial Key Laboratory of Environment and Population Health Across the Life Course, Hefei 230032, Anhui Province, China
| | - Juan Tong
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, Hefei 230032, Anhui Province, China; Key Laboratory of Population Health Across Life Cycle (AHMU), MOE, Hefei 230032, China; NHC Key Laboratory of study on abnormal gametes and reproductive tract, Hefei 230032, Anhui Province, China; Anhui Provincial Key Laboratory of Environment and Population Health Across the Life Course, Hefei 230032, Anhui Province, China
| | - Guopeng Gao
- Maternal and Child Health Care Center of Ma'anshan, No 24 Jiashan Road, Ma'anshan 243011, Anhui Province, China
| | - Shuangqin Yan
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, Hefei 230032, Anhui Province, China; Maternal and Child Health Care Center of Ma'anshan, No 24 Jiashan Road, Ma'anshan 243011, Anhui Province, China
| | - Fangbiao Tao
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, Hefei 230032, Anhui Province, China; Key Laboratory of Population Health Across Life Cycle (AHMU), MOE, Hefei 230032, China; NHC Key Laboratory of study on abnormal gametes and reproductive tract, Hefei 230032, Anhui Province, China; Anhui Provincial Key Laboratory of Environment and Population Health Across the Life Course, Hefei 230032, Anhui Province, China
| | - Kun Huang
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, Hefei 230032, Anhui Province, China; Key Laboratory of Population Health Across Life Cycle (AHMU), MOE, Hefei 230032, China; NHC Key Laboratory of study on abnormal gametes and reproductive tract, Hefei 230032, Anhui Province, China; Anhui Provincial Key Laboratory of Environment and Population Health Across the Life Course, Hefei 230032, Anhui Province, China.
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Ai Y, Huang J, Zhu TT. Early exposure to maternal stress and risk for atopic dermatitis in children: A systematic review and meta-analysis. Clin Transl Allergy 2024; 14:e12346. [PMID: 38488856 PMCID: PMC10941798 DOI: 10.1002/clt2.12346] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2023] [Revised: 01/27/2024] [Accepted: 02/26/2024] [Indexed: 03/17/2024] Open
Abstract
BACKGROUND The incidence of atopic dermatitis (AD) in children is increasing. Early exposure to stress factors may be associated with the AD development. This study aimed to summarize studies that reported an association between stress exposure and AD development in later life. METHODS AND FINDINGS A comprehensive literature search was performed using online databases (PubMed, EMBASE, PsycINFO, and Web of Science) for articles published up to May 1, 2023. Eligible studies were screened and selected based on the inclusion criteria. We incorporated cohort or case-control studies published in English which explored the relationship between stress experienced by parents or children and AD. The pooled odds ratio (OR) was calculated according to the type of stress using a random-effects model. Twenty-two studies were included. AD was related to maternal distress (OR 1.29, 95% Confidence Interval [CI]: 1.13-1.47), maternal anxiety (OR 1.31, 95% CI: 1.18-1.46), and negative life events (OR 2.00, 95% CI: 1.46-2.76). Maternal depression during pregnancy was associated with AD (OR 1.21, 95% CI: 1.09-1.33), whereas no significant association was found for postpartum depression. Research on stress experienced by paternal or children is scare. CONCLUSIONS Early maternal stress may potentially elevate the risk of AD in their offspring. Importantly, rigorously designed studies are required to corroborate the link between maternal stress and AD in children. These studies should aim to gather insights about the impact of stress during specific trimesters of pregnancy, postnatal stress, and paternal stress, and to identify potential prevention strategies.
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Affiliation(s)
- Yuan Ai
- Department of PediatricsWest China Second University HospitalSichuan UniversityChengduChina
- Key Laboratory of Obstetric & Gynecologic and Pediatric Diseases and Birth Defects of Ministry of EducationSichuan UniversityChengduSichuanChina
| | - Jichong Huang
- Department of PediatricsWest China Second University HospitalSichuan UniversityChengduChina
- Key Laboratory of Obstetric & Gynecologic and Pediatric Diseases and Birth Defects of Ministry of EducationSichuan UniversityChengduSichuanChina
| | - Ting Ting Zhu
- Department of PediatricsWest China Second University HospitalSichuan UniversityChengduChina
- Key Laboratory of Obstetric & Gynecologic and Pediatric Diseases and Birth Defects of Ministry of EducationSichuan UniversityChengduSichuanChina
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van Gelder MMHJ, van Wijk EJC, Roukema J, Roeleveld N, Verhaak CM, Merkus PJFM. Maternal depressive symptoms during pregnancy and infant wheezing up to 2 years of age. Ann Epidemiol 2023; 88:43-50. [PMID: 37944679 DOI: 10.1016/j.annepidem.2023.11.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 10/15/2023] [Accepted: 11/04/2023] [Indexed: 11/12/2023]
Abstract
PURPOSE To determine whether maternal depressive symptoms at multiple time points during pregnancy are associated with infant wheezing in the first 2 years of life to assess etiologically relevant time windows. METHODS We included Dutch women participating in the PRIDE Study with delivery in 2013-2019. Maternal depressive symptoms were assessed with the Hospital Anxiety and Depression Scale and Edinburgh Depression Scale at enrollment and in gestational weeks 17 and 34. The International Study of Asthma and Allergies in Childhood questionnaire was used to assess infant wheezing biannually postpartum. Adjusted risk ratios (RRs) and 95% confidence intervals (CIs) were estimated with modified Poisson regression. RESULTS Among 5294 pregnancies included, maternal depressive symptoms in gestational weeks 15-22 was associated with any wheezing in the first 2 years of life (RR 1.36, 95% CI 1.04-1.78) and with current wheezing at 12 (RR 1.29, 95% CI 1.03-1.61) and 18 months (RR 1.33, 1.04-1.69). Depressive symptoms in gestational weeks 32-35 seemed to be associated with any wheezing reported at two years (RR 1.27, 95% CI 0.96-1.69) and current wheezing at 12 months (RR 1.28, 95% CI 1.02-1.60). Four trajectories of depressive symptoms were identified. Only the trajectory with increasing symptoms throughout pregnancy seemed to be associated with infant wheezing (RR 1.36, 95% CI 0.97-1.89). CONCLUSIONS Maternal depressive symptoms in mid- and late pregnancy may be associated with development of infant wheezing, particularly those with onset in the second half of pregnancy. Research is needed to identify biological pathways and associations with more objective, long-term respiratory morbidity.
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Affiliation(s)
| | - Emma J C van Wijk
- Department for Health Evidence, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Jolt Roukema
- Department of Pediatric Pulmonology, Amalia Children's Hospital, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Nel Roeleveld
- Department for Health Evidence, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Chris M Verhaak
- Department of Medical Psychology, Amalia Children's Hospital, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Peter J F M Merkus
- Department of Pediatric Pulmonology, Amalia Children's Hospital, Radboud University Medical Center, Nijmegen, the Netherlands
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Zhou JX, Guo Y, Teng YZ, Zhu LL, Lu J, Hao XM, Yan SQ, Tao FB, Huang K. Maternal anxiety during pregnancy and children's asthma in preschool age: The Ma'anshan birth cohort study. J Affect Disord 2023; 340:312-320. [PMID: 37549810 DOI: 10.1016/j.jad.2023.08.037] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Revised: 07/17/2023] [Accepted: 08/04/2023] [Indexed: 08/09/2023]
Abstract
BACKGROUND The fetal immune system and consequent elevated risk of asthma in childhood may be impacted by maternal anxiety during pregnancy. Limited studies have evaluated whether there was a sensitive period and cumulative effect of the relationship between prenatal anxiety and children's asthma. METHODS 3131 mother-child pairs made up the study's sample from the Ma'anshan Birth Cohort Study in China. Maternal anxiety status was repeated three times using the pregnancy-related anxiety questionnaire in the 1st, 2nd and 3rd trimesters of pregnancy. Diagnostic information on asthma was collected three times at 24, 36, and 48 months of age. RESULTS After adjusting for confounders, children born to mothers with anxiety in the 1st, 2nd and 3rd trimesters of pregnancy all had an elevated risk of total asthma from 12 to 48 months of age. After further adjusting prenatal anxiety in the other trimesters, no association was observed between prenatal anxiety in any trimester and preschoolers' asthma. Children of mothers with persistently high anxiety score trajectory during pregnancy had an elevated risk of total asthma and high prevalence trajectory of asthma. Cumulative effects analysis showed that the more frequent the mother's anxiety, the higher the risk of her offspring developing a high prevalence trajectory of asthma from 12 to 48 months of age. The results of the subgroup analysis by age showed similar associations overall. CONCLUSIONS Maternal antenatal anxiety was associated with an elevated risk of preschool children's asthma, and a possible cumulative effect was observed. Maternal mental health conditions during pregnancy should receive constant attention throughout pregnancy, not just during one period.
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Affiliation(s)
- Ji-Xing Zhou
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, China; Key Laboratory of Population Health Across Life Cycle (AHMU), MOE, Hefei 230032, China; NHC Key Laboratory of Study on Abnormal Gametes and Reproductive Tract, Hefei 230032, China; Anhui Provincial Key Laboratory of Population Health and Aristogenics, Hefei 230032, China
| | - Yufan Guo
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, China; Key Laboratory of Population Health Across Life Cycle (AHMU), MOE, Hefei 230032, China; NHC Key Laboratory of Study on Abnormal Gametes and Reproductive Tract, Hefei 230032, China; Anhui Provincial Key Laboratory of Population Health and Aristogenics, Hefei 230032, China
| | - Yu-Zhu Teng
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, China; Key Laboratory of Population Health Across Life Cycle (AHMU), MOE, Hefei 230032, China; NHC Key Laboratory of Study on Abnormal Gametes and Reproductive Tract, Hefei 230032, China; Anhui Provincial Key Laboratory of Population Health and Aristogenics, Hefei 230032, China
| | - Lin-Lin Zhu
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, China; Key Laboratory of Population Health Across Life Cycle (AHMU), MOE, Hefei 230032, China; NHC Key Laboratory of Study on Abnormal Gametes and Reproductive Tract, Hefei 230032, China; Anhui Provincial Key Laboratory of Population Health and Aristogenics, Hefei 230032, China
| | - Jingru Lu
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, China; Key Laboratory of Population Health Across Life Cycle (AHMU), MOE, Hefei 230032, China; NHC Key Laboratory of Study on Abnormal Gametes and Reproductive Tract, Hefei 230032, China; Anhui Provincial Key Laboratory of Population Health and Aristogenics, Hefei 230032, China
| | - Xue-Mei Hao
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, China; Key Laboratory of Population Health Across Life Cycle (AHMU), MOE, Hefei 230032, China; NHC Key Laboratory of Study on Abnormal Gametes and Reproductive Tract, Hefei 230032, China; Anhui Provincial Key Laboratory of Population Health and Aristogenics, Hefei 230032, China
| | - Shuang-Qin Yan
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, China; Maternal and Child Health Care Center of Ma'anshan, No 24 Jiashan Road, Ma'anshan 243011, Anhui, China
| | - Fang-Biao Tao
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, China; Key Laboratory of Population Health Across Life Cycle (AHMU), MOE, Hefei 230032, China; NHC Key Laboratory of Study on Abnormal Gametes and Reproductive Tract, Hefei 230032, China; Anhui Provincial Key Laboratory of Population Health and Aristogenics, Hefei 230032, China
| | - Kun Huang
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, China; Key Laboratory of Population Health Across Life Cycle (AHMU), MOE, Hefei 230032, China; NHC Key Laboratory of Study on Abnormal Gametes and Reproductive Tract, Hefei 230032, China; Anhui Provincial Key Laboratory of Population Health and Aristogenics, Hefei 230032, China; Scientific Research Center in Preventive Medicine, School of Public Health, Anhui Medical University, Anhui Province, China.
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Waqas A, Nadeem M, Rahman A. Exploring Heterogeneity in perinatal depression: a comprehensive review. BMC Psychiatry 2023; 23:643. [PMID: 37667216 PMCID: PMC10478465 DOI: 10.1186/s12888-023-05121-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Accepted: 08/18/2023] [Indexed: 09/06/2023] Open
Abstract
Perinatal depression (PND) is a significant contributor to maternal morbidity globally. Recognized as a major cause of poor infant development, epidemiological and interventional research on it has increased over the last decade. Recently, studies have pointed out that PND is a heterogeneous condition, with variability in its phenotypes, rather than a homogenous latent entity and a concrete diagnosis, as previously conceptualized in psychometric literature and diagnostic systems. Therefore, it is pertinent that researchers recognize this to progress in elucidating its aetiology and developing efficacious interventions.This systematic review is conducted in accordance with the Meta-analysis of observational studies in epidemiology (MOOSE). It aims to provide an updated and comprehensive account of research on heterogeneity in phenotypes of PND and its implications in research, public health, and clinical practice. It provides a synthesis and quality assessment of studies reporting heterogeneity in PND using cutting-edge statistical techniques and machine learning algorithms. After reporting the phenotypes of PND, based on heterogeneous trajectories and symptom profiles, it also elucidates the risk factors associated with severe forms of PND, followed by robust evidence for adverse child outcomes. Furthermore, recommendations are made to improve public health and clinical practice in screening, diagnosis, and treatment of PND.
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Affiliation(s)
- Ahmed Waqas
- Department of Primary Care & Mental Health, Institute of Population Health, University of Liverpool, Liverpool, UK.
| | | | - Atif Rahman
- Department of Primary Care & Mental Health, Institute of Population Health, University of Liverpool, Liverpool, UK
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