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1Department of Environmental Science, Baylor University, Waco, TX, USA
2Department of Public Health Sciences, University of California, Davis, CA, USA
3UC Davis MIND (Medical Investigations of Neurodevelopmental Disorders) Institute, Sacramento, CA, USA
4Section of Endocrinology, Diabetes, and Nutrition, Department of Medicine, Boston University School of Medicine, Boston, MA, USA
Copyright © 2022 Korean Endocrine Society
This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
CONFLICTS OF INTEREST
No potential conflict of interest relevant to this article was reported.
Study | Population (countries) | Sample size, n | ASD diagnosis method | Thyroid or antibody measurement | Key thyroid dysfunctions or antibody positivitya | Estimate (95% CI)b |
---|---|---|---|---|---|---|
Roman et al. (2013) [64] | Population-based cohort (The Netherlands) | 4,309 | PDP-CBCL SRS | TSH | Severe hypothyroxinemia | OR, 3.89 (1.83–8.20) |
FT4 | ||||||
TPO-Ab | ||||||
Andersen et al. (2014) [61] | Population-based cohort (Denmark) | 857,014 | ICD-10 | Not measuredc | Hyperthyroidism | HR, 1.34 (1.14–1.59) |
Hypothyroidism | ||||||
Andersen et al. (2018) [66] | Population-based cohort (Denmark) | 7,624 | ICD-10 | TSH | Hypothyroidism | HR, 1.75 (1.12–2.73) |
FT4 | Overt hyperthyroidism | HR, 2.18 (1.08–4.39) | ||||
Getahun et al. (2018) [63] | Retrospective cohort (USA) | 397,201 | DSM-IV | TSH | Hypothyroidism | HR, 1.31 (1.13–1.53) |
FT4 | ||||||
Levie et al. (2018) [65] | Population-based cohort (Spain, the Netherlands, the United Kingdom) | 9,036 | CAST | TSH | FT4 <5th percentile | OR, 1.5 (1.0–2.3) |
PDP-CBCL | FT4 | FT4 >95th percentile | OR, 1.2 (0.7–2.1) | |||
SCDC | TPO-Ab | FT4 <2.5th percentile | OR, 1.3 (0.7–2.5) | |||
FT4 >97.5th percentile | OR, 1.9 (1.0–3.4) | |||||
Rotem et al. (2020) [62] | Population-based cohort (Israel) | 437,222 | ICD-9 | TSH | Hypothyroidism | OR, 1.28 (1.11–1.49) |
FT4 | Hyperthyroidism | OR, 1.39 (0.88–2.18) | ||||
Other thyroid conditions | OR, 1.22 (1.05–1.42) | |||||
Brown et al. (2015) [32] | Nested case-control study (Finland) | 960 | ICD-10 | TPO-Ab | TPO-Ab+ | OR, 1.78 (1.16–2.75) |
ASD, autism spectrum disorder; CI, confidence interval; PDP-CBCL, the Pervasive Developmental Problems Subscale of the Child Behavior Checklist for Toddlers; SRS, social responsiveness scale; TSH, thyroid stimulating hormone; FT4, free thyroxine; TPO-Ab, thyroid peroxidase antibody; OR, odds ratio; ICD-9 or 10, the ninth or tenth revision of the International Classification of Diseases; HR, hazard ratio; DSM-IV, Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition; CAST, Childhood Autism Spectrum Test; SCDC, Social Communication Disorder Checklist; TPO-Ab+, positive to TPO-Ab.
a Each study defined thyroid dysfunction using various levels of TSH and/or FT4;
b Adjusted for various confounders and covariates in each study;
c Hyperthyroidism and hypothyroidism were defined by the various combinations of first hospital diagnosis of hyperthyroidism or hypothyroidism, number of anti-thyroid medications, and number of prescriptions of thyroid hormones.
Study | Population (country) | Sample size, na | ASD diagnosis method | Blood sample type | PFAS with notable findings | Estimate (95% CI)b |
---|---|---|---|---|---|---|
Braun et al. (2014) [93] | Prospective birth cohort (USA) | 175 | SRS | Prenatal maternal serum | PFOS | β, –2.0 (–4.4 to 0.4) |
Liew et al. (2015) [94] | Nested case-control study (Denmark) | 770 | ICD-10 | Prenatal maternal plasma | PFOA | RR, 0.98 (0.82–1.16) |
PFOS | RR, 0.87 (0.74–1.02) | |||||
Lyall et al. (2018) [95] | Nested case-control study (USA) | 986 | DSM-IV | Prenatal maternal serum | PFOA | OR, 0.92 (0.74–1.15) |
PFOS | OR, 0.92 (0.73–1.17) | |||||
Long et al. (2019) [49] | Retrospective cohort (Denmark) | 210 | ICD-8 | Amniotic fluid | PFOS | OR, 0.41 (0.17–0.97) |
ICD-10 | ||||||
Shin et al. (2020) [96] | Case-control study (USA) | 453 | ADI-R | Postnatal maternal serumc | PFHxS | OR, 1.46 (0.98–2.18) |
ADOS-G | PFOS | OR, 1.03 (0.99–1.08) | ||||
Oh et al. (2021) [97] | Prospective birth cohort (USA) | 173 | ADOS | Prenatal maternal serum | PFOA | RR, 1.31 (1.04–1.65) |
PFNA | RR, 1.79 (1.13–2.85) | |||||
Skogheim et al. (2021) [98] | Prospective birth cohort (Norway) | 1,380 | ICD-10 | Prenatal maternal plasma | PFOA | OR, 1.71 (1.20–2.45) |
PFAS, per- and polyfluoroalkyl substances; ASD, autism spectrum disorder; CI, confidence interval; SRS, social responsiveness scale; PFOS, perfluorooctane sulfonate; ICD-8 or 10, the eighth or tenth revision of the International Classification of Diseases; PFOA, perfluorooctanoate; RR, relative risk; DSM-IV, Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition; OR, odds ratio; ADI-R, Autism Diagnostic Interview-Revised; ADOSG, Autism Diagnostic Observation Schedules-Generic; PFHxS, perfluorohexane sulfonate; PFNA, perfluorononanoate.
a Number of mother-child pairs in which the child has SRS or a final diagnosis of ASD;
b Adjusted for various confounders and covariates in each study;
c Reconstructed maternal PFAS serum concentrations at the time of pregnancy using a simple pharmacokinetic model and maternal blood samples collected when the child was 2 to 5 years old in a case-control study.
Study | Population (country) | Sample size, na | Blood sample type | Thyroid or antibody measurement | Relationships between PFAS and thyroidb |
---|---|---|---|---|---|
Kim et al. (2011) [99] | Prospective birth cohort (South Korea) | 44 mothers | Prenatal maternal plasma | TT3, TT4, TSH | No relationshipc |
43 infants | Cord serum | ||||
de Cock et al. (2014) [100] | Prospective birth cohort (The Netherlands) | 83 | Cord plasma | TT4 | PFOA (↑) → TT4 (↑) |
Wang et al. (2014) [101] | Prospective birth cohort (Taiwan) | 285 mothers | Prenatal maternal plasma | TT3, TT4 | PFNA (↑), PFUnDA (↑), PFDoA (↑) → FT4 (↓), TT4 (↓) |
116 neonates | Cord serum | FT4, TSH | |||
Berg et al. (2015) [102] | Prospective birth cohort (Norway) | 515 | Prenatal maternal serum | TT3, TT4 | PFOS (↑) → TSH (↑) |
FT4, TSH | |||||
Shah-Kulkarni et al. (2016) [103] | Retrospective birth cohort (South Korea) | 279 | Cord serum | TT3, TT4, TSH | PFPeA (↑) → TT4 (↑) |
Berg et al. (2017) [104] | Prospective birth cohort (Norway) | 391 | Prenatal maternal serum | TT3, TT4 | PFOS (↑) → TSH (↑) |
FT4, TSH, TPO-Ab | |||||
Preston et al. (2018) [105] | Prospective birth cohort (USA) | 732 mothers | Prenatal maternal serum Cord serum | TT4, FT4I | PFOA (↑), PFHxS (↑), MeFOSAA (↑) → FT4I (↓) |
480 neonates | T3U, TSH | ||||
Itoh et al. (2019) [106] | Prospective birth cohort (Japan) | 701 | Prenatal maternal serum Cord serum | FT3, FT4, TSH, | PFOS (↑) → TSH (↑) |
TPO-Ab, Tg-Ab | PFOA (↑) → TPO-Ab (↓) | ||||
Lebeaux et al. (2020) [108] | Prospective birth cohort (USA) | 468 | Prenatal maternal serum Cord serum | FT3, TT3, TT4 | PFOA (↑), PFOS (↑), PFHxS (↑) → FT4 (↓) |
FT4, TSH | TPO-Ab (↑) → FT4 (↓) | ||||
Preston et al. (2020) [107] | Prospective birth cohort (USA) | 726 mothers | Prenatal maternal plasma Cord serum | TT4, FT4I | PFAS mixture (↑) → FT4I (↓) |
465 neonates | T3U, TSH | ||||
Liang et al. (2020) [109] | Prospective birth cohort (China) | 300 | Cord plasma | FT3, TT4 | PFAS mixture (↑) → FT3 (↑) |
FT4, TSH | |||||
Guo et al. (2021) [110] | Prospective birth cohort (China) | 490 | Cord serum | FT3, TT3, TT4 | PFHpA (↑), PFNA (↑) → TSH (↓) |
FT4, TSH, TPO-Ab, Tg-Ab | PFOA (↑), PFOS (↑), PFNA (↑), PFUnDA (↑) → TT4 (↑) | ||||
PFOS (↑), PFUnDA (↑), PFDoA (↑) → FT4 (↑) | |||||
PFDoA (↑) → TT3 (↑), TPO-Ab (↑) | |||||
PFAS mixture (↑) → TT4 (↑), FT4 (↑) |
PFAS, per- and polyfluoroalkyl substances; TT3, total triiodothyronine; TT4, total thyroxine; TSH, thyroid stimulating hormone; PFOA, perfluorooctanoate; FT4, free thyroxine; PFNA, perfluorononanoate; PFUnDA, perfluoroundecanoic acid; PFDoA, perfluorododecanoic acid; PFOS, perfluorooctane sulfonate; PFPeA, perfluoro-n-pentanoic acid; TPO-Ab, thyroid peroxidase antibody; FT4I, free thyroxine index; PFHxS, perfluorohexane sulfonate; MeFOSAA, 2-(N-methyl-perfluorooctane sulfonamido) acetate; FT3, free triiodothyronine; Tg-Ab, thyroglobulin antibody; T3U, triiodothyronine resin uptake; PFHpA, perfluoroheptanoic acid.
a Number of mother-child pairs, unless otherwise noted;
b Adjusted for various confounders and covariates in each study;
c Results were not statistically significant even after adjusting for major covariates.
Study | Population (countries) | Sample size, n | ASD diagnosis method | Thyroid or antibody measurement | Key thyroid dysfunctions or antibody positivity |
Estimate (95% CI) |
---|---|---|---|---|---|---|
Roman et al. (2013) [64] | Population-based cohort (The Netherlands) | 4,309 | PDP-CBCL SRS | TSH | Severe hypothyroxinemia | OR, 3.89 (1.83–8.20) |
FT4 | ||||||
TPO-Ab | ||||||
Andersen et al. (2014) [61] | Population-based cohort (Denmark) | 857,014 | ICD-10 | Not measured |
Hyperthyroidism | HR, 1.34 (1.14–1.59) |
Hypothyroidism | ||||||
Andersen et al. (2018) [66] | Population-based cohort (Denmark) | 7,624 | ICD-10 | TSH | Hypothyroidism | HR, 1.75 (1.12–2.73) |
FT4 | Overt hyperthyroidism | HR, 2.18 (1.08–4.39) | ||||
Getahun et al. (2018) [63] | Retrospective cohort (USA) | 397,201 | DSM-IV | TSH | Hypothyroidism | HR, 1.31 (1.13–1.53) |
FT4 | ||||||
Levie et al. (2018) [65] | Population-based cohort (Spain, the Netherlands, the United Kingdom) | 9,036 | CAST | TSH | FT4 <5th percentile | OR, 1.5 (1.0–2.3) |
PDP-CBCL | FT4 | FT4 >95th percentile | OR, 1.2 (0.7–2.1) | |||
SCDC | TPO-Ab | FT4 <2.5th percentile | OR, 1.3 (0.7–2.5) | |||
FT4 >97.5th percentile | OR, 1.9 (1.0–3.4) | |||||
Rotem et al. (2020) [62] | Population-based cohort (Israel) | 437,222 | ICD-9 | TSH | Hypothyroidism | OR, 1.28 (1.11–1.49) |
FT4 | Hyperthyroidism | OR, 1.39 (0.88–2.18) | ||||
Other thyroid conditions | OR, 1.22 (1.05–1.42) | |||||
Brown et al. (2015) [32] | Nested case-control study (Finland) | 960 | ICD-10 | TPO-Ab | TPO-Ab+ | OR, 1.78 (1.16–2.75) |
Study | Population (country) | Sample size, n |
ASD diagnosis method | Blood sample type | PFAS with notable findings | Estimate (95% CI) |
---|---|---|---|---|---|---|
Braun et al. (2014) [93] | Prospective birth cohort (USA) | 175 | SRS | Prenatal maternal serum | PFOS | β, –2.0 (–4.4 to 0.4) |
Liew et al. (2015) [94] | Nested case-control study (Denmark) | 770 | ICD-10 | Prenatal maternal plasma | PFOA | RR, 0.98 (0.82–1.16) |
PFOS | RR, 0.87 (0.74–1.02) | |||||
Lyall et al. (2018) [95] | Nested case-control study (USA) | 986 | DSM-IV | Prenatal maternal serum | PFOA | OR, 0.92 (0.74–1.15) |
PFOS | OR, 0.92 (0.73–1.17) | |||||
Long et al. (2019) [49] | Retrospective cohort (Denmark) | 210 | ICD-8 | Amniotic fluid | PFOS | OR, 0.41 (0.17–0.97) |
ICD-10 | ||||||
Shin et al. (2020) [96] | Case-control study (USA) | 453 | ADI-R | Postnatal maternal serum |
PFHxS | OR, 1.46 (0.98–2.18) |
ADOS-G | PFOS | OR, 1.03 (0.99–1.08) | ||||
Oh et al. (2021) [97] | Prospective birth cohort (USA) | 173 | ADOS | Prenatal maternal serum | PFOA | RR, 1.31 (1.04–1.65) |
PFNA | RR, 1.79 (1.13–2.85) | |||||
Skogheim et al. (2021) [98] | Prospective birth cohort (Norway) | 1,380 | ICD-10 | Prenatal maternal plasma | PFOA | OR, 1.71 (1.20–2.45) |
Study | Population (country) | Sample size, n |
Blood sample type | Thyroid or antibody measurement | Relationships between PFAS and thyroid |
---|---|---|---|---|---|
Kim et al. (2011) [99] | Prospective birth cohort (South Korea) | 44 mothers | Prenatal maternal plasma | TT3, TT4, TSH | No relationship |
43 infants | Cord serum | ||||
de Cock et al. (2014) [100] | Prospective birth cohort (The Netherlands) | 83 | Cord plasma | TT4 | PFOA (↑) → TT4 (↑) |
Wang et al. (2014) [101] | Prospective birth cohort (Taiwan) | 285 mothers | Prenatal maternal plasma | TT3, TT4 | PFNA (↑), PFUnDA (↑), PFDoA (↑) → FT4 (↓), TT4 (↓) |
116 neonates | Cord serum | FT4, TSH | |||
Berg et al. (2015) [102] | Prospective birth cohort (Norway) | 515 | Prenatal maternal serum | TT3, TT4 | PFOS (↑) → TSH (↑) |
FT4, TSH | |||||
Shah-Kulkarni et al. (2016) [103] | Retrospective birth cohort (South Korea) | 279 | Cord serum | TT3, TT4, TSH | PFPeA (↑) → TT4 (↑) |
Berg et al. (2017) [104] | Prospective birth cohort (Norway) | 391 | Prenatal maternal serum | TT3, TT4 | PFOS (↑) → TSH (↑) |
FT4, TSH, TPO-Ab | |||||
Preston et al. (2018) [105] | Prospective birth cohort (USA) | 732 mothers | Prenatal maternal serum Cord serum | TT4, FT4I | PFOA (↑), PFHxS (↑), MeFOSAA (↑) → FT4I (↓) |
480 neonates | T3U, TSH | ||||
Itoh et al. (2019) [106] | Prospective birth cohort (Japan) | 701 | Prenatal maternal serum Cord serum | FT3, FT4, TSH, | PFOS (↑) → TSH (↑) |
TPO-Ab, Tg-Ab | PFOA (↑) → TPO-Ab (↓) | ||||
Lebeaux et al. (2020) [108] | Prospective birth cohort (USA) | 468 | Prenatal maternal serum Cord serum | FT3, TT3, TT4 | PFOA (↑), PFOS (↑), PFHxS (↑) → FT4 (↓) |
FT4, TSH | TPO-Ab (↑) → FT4 (↓) | ||||
Preston et al. (2020) [107] | Prospective birth cohort (USA) | 726 mothers | Prenatal maternal plasma Cord serum | TT4, FT4I | PFAS mixture (↑) → FT4I (↓) |
465 neonates | T3U, TSH | ||||
Liang et al. (2020) [109] | Prospective birth cohort (China) | 300 | Cord plasma | FT3, TT4 | PFAS mixture (↑) → FT3 (↑) |
FT4, TSH | |||||
Guo et al. (2021) [110] | Prospective birth cohort (China) | 490 | Cord serum | FT3, TT3, TT4 | PFHpA (↑), PFNA (↑) → TSH (↓) |
FT4, TSH, TPO-Ab, Tg-Ab | PFOA (↑), PFOS (↑), PFNA (↑), PFUnDA (↑) → TT4 (↑) | ||||
PFOS (↑), PFUnDA (↑), PFDoA (↑) → FT4 (↑) | |||||
PFDoA (↑) → TT3 (↑), TPO-Ab (↑) | |||||
PFAS mixture (↑) → TT4 (↑), FT4 (↑) |
ASD, autism spectrum disorder; CI, confidence interval; PDP-CBCL, the Pervasive Developmental Problems Subscale of the Child Behavior Checklist for Toddlers; SRS, social responsiveness scale; TSH, thyroid stimulating hormone; FT4, free thyroxine; TPO-Ab, thyroid peroxidase antibody; OR, odds ratio; ICD-9 or 10, the ninth or tenth revision of the International Classification of Diseases; HR, hazard ratio; DSM-IV, Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition; CAST, Childhood Autism Spectrum Test; SCDC, Social Communication Disorder Checklist; TPO-Ab+, positive to TPO-Ab. Each study defined thyroid dysfunction using various levels of TSH and/or FT4; Adjusted for various confounders and covariates in each study; Hyperthyroidism and hypothyroidism were defined by the various combinations of first hospital diagnosis of hyperthyroidism or hypothyroidism, number of anti-thyroid medications, and number of prescriptions of thyroid hormones.
PFAS, per- and polyfluoroalkyl substances; ASD, autism spectrum disorder; CI, confidence interval; SRS, social responsiveness scale; PFOS, perfluorooctane sulfonate; ICD-8 or 10, the eighth or tenth revision of the International Classification of Diseases; PFOA, perfluorooctanoate; RR, relative risk; DSM-IV, Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition; OR, odds ratio; ADI-R, Autism Diagnostic Interview-Revised; ADOSG, Autism Diagnostic Observation Schedules-Generic; PFHxS, perfluorohexane sulfonate; PFNA, perfluorononanoate. Number of mother-child pairs in which the child has SRS or a final diagnosis of ASD; Adjusted for various confounders and covariates in each study; Reconstructed maternal PFAS serum concentrations at the time of pregnancy using a simple pharmacokinetic model and maternal blood samples collected when the child was 2 to 5 years old in a case-control study.
PFAS, per- and polyfluoroalkyl substances; TT3, total triiodothyronine; TT4, total thyroxine; TSH, thyroid stimulating hormone; PFOA, perfluorooctanoate; FT4, free thyroxine; PFNA, perfluorononanoate; PFUnDA, perfluoroundecanoic acid; PFDoA, perfluorododecanoic acid; PFOS, perfluorooctane sulfonate; PFPeA, perfluoro-n-pentanoic acid; TPO-Ab, thyroid peroxidase antibody; FT4I, free thyroxine index; PFHxS, perfluorohexane sulfonate; MeFOSAA, 2-(N-methyl-perfluorooctane sulfonamido) acetate; FT3, free triiodothyronine; Tg-Ab, thyroglobulin antibody; T3U, triiodothyronine resin uptake; PFHpA, perfluoroheptanoic acid. Number of mother-child pairs, unless otherwise noted; Adjusted for various confounders and covariates in each study; Results were not statistically significant even after adjusting for major covariates.