| Literature DB >> 34712855 |
Haley von Holst1, Pratibha Nayak1, Zygmunt Dembek1, Stephanie Buehler1, Diana Echeverria1, Dawn Fallacara1, Lisa John1.
Abstract
BACKGROUND: Increased exposure to perfluoroalkyl substances (PFAS) potentially affects infant and childhood health through immunosuppression. Given rapidly evolving research on PFAS, it is important to comprehensively examine the impact of PFAS exposure among the pediatric population as new research becomes available due to potential fragility of the developing immune system.Entities:
Keywords: Allergy; Asthma; Immune function; Infant and child health; Infection; PFAS; Perfluoroalkyl substances
Year: 2021 PMID: 34712855 PMCID: PMC8529509 DOI: 10.1016/j.heliyon.2021.e08160
Source DB: PubMed Journal: Heliyon ISSN: 2405-8440
Article inclusion and exclusion criteria.
| Inclusion Criteria | Exclusion Criteria |
|---|---|
Published 2010-present Children/infants/neonatal age <18 years PFAS exposure related to immune outcomes including but not limited to asthma, allergies, antibody response, and infectious diseases | Non-English Animal studies Toxicology studies Review or methodology studies that did not include unique data Gray literature including opinion pieces, conference proceedings, dissertations, and white papers |
Figure 1Article review flow diagram.
Immune related measures of health outcomes.
| Immune response | Measures of immune function | Health outcomes |
|---|---|---|
| a) Immunosuppression | Reduced antibody production is an indication of decreased immune function or immunosuppression that may indicate a greater risk of disease. | Decreased vaccine induced antibody response, infections |
| b) Hypersensitivity | Exaggerated allergic responses when exposed to foreign agents. | Allergic reaction, atopic dermatitis (dermal response), asthma (respiratory response), total IgE (circulating) |
| c) Autoimmunity | Autoimmune disease and related effects as a result of immune responses against self-molecules. | Celiac disease, juvenile dermatomyositis, lupus |
Figure 2Studies included in this review across immune response outcomes.
Figure 3Association between type of PFAS and diphtheria and tetanus vaccine response among children between ages 1–13 years across studies.
Predictors of health outcomes assessed across studies.
| Variable | BMI | Breast | Age | Month of Survey | Daycare Attendance | Exercise | Family History | Parental | Nutrition | Race | SES | Sex | Tobacco | Time since Vaccination | Quantity of Vaccination |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Immune Outcome: Allergies | |||||||||||||||
| X | X | ||||||||||||||
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| Immune Outcome: Asthma | |||||||||||||||
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| Immune Outcome: Infectious Diseases and Symptoms of Infection | |||||||||||||||
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| Immune Outcome: Vaccines and Antibodies | |||||||||||||||
| X | X | ||||||||||||||
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| Immune Outcome: Other | |||||||||||||||
| X | X | X | X | ||||||||||||
| Total | 18 | 19 | 33 | 5 | 5 | 5 | 12 | 19 | 3 | 4 | 14 | 34 | 21 | 2 | 1 |
Note: Not all confounding variables are included in the chart. Variables were excluded if they were not frequently used across studies (e.g., number of older siblings, time of birth, health insurance, season of conception).
Predictor variables included: BMI: As determined for the child, mother, or pre-pregnancy. Breast Feeding: Breast feeding or duration of breast feeding used as a variable, depending on study. Age: Age of the child or mother. Daycare attendance: Whether the child attended daycare. Exercise: Regular exercise (i.e., 1 h per day excluding physical education class.). Family History: Family history of the immune outcome of interest or (e.g., parental asthma, parental atopy). SES: Socioeconomic status of parent(s). Tobacco Exposure: Includes environmental tobacco exposures, secondhand smoke exposures, or smoking.
Acronyms: BMI = Body Mass Index; SES = Socioeconomic status.
Pennings et al. (2016) used the same data and methods identified in the Granum et al., (2013) study and thus is not included in the table.
Average PFAS serum levels across studies.
| Citation | Population Subgroup | PFOS (ng/mL) | PFOA (ng/mL) | PFNA (ng/mL) | PFDA (ng/mL) | PFUA (ng/mL) | PFBS (ng/mL) | PFDoA (ng/mL) | PFHxS (ng/mL) | SumPFAS (ng/mL) |
|---|---|---|---|---|---|---|---|---|---|---|
| Immune Outcome: Allergies | ||||||||||
| Girls (n = 335) | 5.8 (2.7) sum | 2.1 (1.2) | N/A | N/A | N/A | N/A | N/A | 0.82 (0.56) sum | 10.7 (4.9) | |
| Boys (n = 320) | 6.8 (3.0) sum | 1.9 (0.7) | N/A | N/A | N/A | N/A | N/A | 0.94 (0.61) sum | 11.2 (4.9) | |
| (N = 2,206) | 5.12 | 1.94 | 1.14 | 0.51 | N/A | N/A | N/A | N/A | N/A | |
| All (N = 687) | 2.93 | 7.73 | 0.70 | 0.45 | 0.46 | 0.05 | 0.10 | 0.18 | N/A | |
| w/o AD (n = 514) | 2.46 (1.80–3.17) | 6.76 (4.84–9.29) | 0.64 (0.49–0.81) | 0.36 (0.23–0.52) | 0.40 (0.29–0.52) | 0.05 (0.04–0.06) | 0.09 (0.07–0.13) | 0.16 (0.13–0.20) | N/A | |
| w/AD (n = 173) | 2.54 (1.83–3.37) | 7.17 (5.22–10.19) | 0.66 (0.54–0.86) | 0.39 (0.26–0.58) | 0.41 (0.30–0.57) | 0.05 (0.04–0.06) | 0.09 (0.07–0.12) | 0.16 (0.14–0.21) | N/A | |
| All (N = 863) | 4.27 | 1.22 | N/A | N/A | N/A | N/A | N/A | N/A | N/A | |
| All (N = 1,558) | 5.46 | 2.71 | 1.40 | 0.58 | N/A | N/A | N/A | 0.32 | N/A | |
| All (N = 343) | 5.60 | 1.40 | N/A | N/A | N/A | N/A | N/A | N/A | N/A | |
| All (N = 839) | 4.24 (5.54) | 1.19 (1.18) | 3.27 (7.01) | N/A | N/A | N/A | N/A | 25.21 (11.55) | N/A | |
| w/AD (n = 45) | 4.71 | 1.60 | 3.07 | N/A | N/A | N/A | 0.27 | 26.99 | N/A | |
| w/o AD (n = 794) | 3.99 | 1.17 | 3.14 | N/A | N/A | N/A | 0.35 | 25.11 | N/A | |
| All (N = 244) | 5.5 (0.11–48.36) | 1.71 (0.75–17.40) | 2.3 (0.38–63.87) | N/A | N/A | N/A | N/A | 0.035 (0.035–0.420) | N/A | |
| IL-33/TSLP (pg/mL) Z ≥ 80%; <80% | 4.7 (1.9); | 1.7 (1.9); 1.7 (1.8) | N/A | N/A | N/A | N/A | N/A | 1.0 (2.2); | N/A | |
| IgE (ku/L) | 4.6 ± 1.9; | 1.7 ± 1.9; 1.6 ± 1.8 | N/A | N/A | N/A | N/A | N/A | 1.0 ± 2.4; | N/A | |
| All (N = 2,062) | 5.01 | 2.08 | 1.19 | 0.501 | N/A | N/A | N/A | 0.275 | N/A | |
| Maternal (n = 55) | 9.075 | 1.47 | 0.789 | 0.298 | N/A | N/A | N/A | 0.24 | N/A | |
| 18 months old (n = 41) | 8.25 | 3.58 | 1.244 | 0.347 | N/A | N/A | N/A | 0.247 | N/A | |
| 5 years old (n = 53) | 5.058 | 2.596 | 1.358 | 0.357 | N/A | N/A | N/A | 0.372 | N/A | |
| All (N = 189) | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | 18.5 (6.14–96.43) | |
| Immune Outcome: Asthma | ||||||||||
| Prenatal (N = 1,033 child-mother pairs) | 8.2 (6.1) | 2.6 (1.8) | 0.8 (0.6) | N/A | N/A | N/A | N/A | 0.8 (1) | N/A | |
| Postnatal (N = 1,033 child-mother pairs) | 2.6 (2.6) | 1.7 (0.7) | 0.7 (0.7) | N/A | N/A | N/A | N/A | 0.5 (1) | N/A | |
| (N = 981) child-mother pairs | 7.73 (5.68–10.44) | 1.68 (1.13–2.35) | 0.65 (0.49–0.86) | 0.29 (0.22–0.40) | N/A | N/A | N/A | 0.36 (0.24–0.50) | N/A | |
| w/o asthma (n = 225) | 33.4 | 1.0 | 0.9 | 1.0 | N/A | 0.5 | 4.5 | 2.1 | N/A | |
| w/asthma (n = 231) | 45.5 | 1.5 | 1.1 | 1.2 ± 0.5 | N/A | 0.5 | 5.8 | 3.9 | N/A | |
| Comparison group (n = 165) | 3.45 (3.30) | 1.53 (0.65) | 0.56 (0.30) | 0.13 (0.13) | N/A | N/A | N/A | 0.73 (0.75) | 6.5 (4.0) | |
| WTCHR (n = 118) | 4.26 (2.51) | 1.91 (0.80) | 0.67 (0.30) | 0.17 (0.12) | N/A | N/A | N/A | 1.28 (2.0) | 8.44 (4.39) | |
| All (N = 607) | 3.7 (2.6–5.5) | 1.9 (1.4–2.7) | 0.7 (0.5–1.1) | N/A | N/A | N/A | N/A | 0.8 (0.5–1.3) | N/A | |
| w/o asthma (n = 504) Geometric mean (IQR) | 3.7 (2.5–5.4) | 1.9 (1.4–2.7) | 0.8 (0.5–1.3) | N/A | N/A | N/A | N/A | 0.8 (0.5–1.2) | N/A | |
| w/asthma (n = 93) Geometric mean (IQR) | 4.0 (2.9–5.6) | 2.0 (1.4–2.6) | 0.8 (0.5–1.3) | N/A | N/A | N/A | N/A | 0.9 (0.6–1.4) | N/A | |
| All (N = 378) | 20.9 | 4.62 | 0.63 | 0.19 | N/A | N/A | N/A | 3.33 | N/A | |
| All (N = 1,243) | 6.41 | 2.67 | 0.74 | N/A | N/A | N/A | N/A | 0.67 | N/A | |
| Ukraine (n = 492) | 4.88 (2.34–9.94) | 0.97 (0.45–2.34) | 0.62 (0.30–1.38) | 0.16 (0.07–0.35) | N/A | N/A | N/A | 1.53 (0.47–4.12) | N/A | |
| Greenland (n = 532) | 20.6 (10.2–49.6) | 1.79 (0.80–3.66) | 0.73 (0.33–2.01) | 0.42 (0.16–1.16) | N/A | N/A | N/A | 2.14 (0.97–5.10) | N/A | |
| Prenatal (N = 559) | 27.4 (23.3–33.3) | 3.3 (2.5–4.0) | 0.6 (0.5–0.8) | 0.3 (0.2–0.4) | N/A | N/A | N/A | 4.5 (2.2–8.3) | N/A | |
| Age 5/7 (N = 559) | 16.8 (13.5–21.1) | 4.0 (3.3–5.0) | 1.0 (0.8–1.2) | 0.3 (0.2–0.4) | N/A | N/A | N/A | 0.6 (0.4–0.9) | N/A | |
| Age 13 (N = 559) | 6.7 (5.2–8.5) | 2.0 (1.6–2.5) | 0.7 (0.6; 0.9) | 0.3 (0.2–0.4) | N/A | N/A | N/A | 0.4 (0.3–0.5) | N/A | |
| w/o asthma Comparison group (n = 168) | 28.83 (12.39–42.02) | 0.50 (0.43–0.69) | 0.80 (0.62–1.03) | 0.93 (0.76–0.93) | N/A | 0.48 (0.43–0.52) | N/A | N/A | N/A | |
| w/asthma | 31.51 (19.60–91.69) | 1.02 (0.48–2.13) | 1.00 (0.70–1.25) | 1.13 (0.85–1.47) | N/A | 0.48 (0.45–0.54) | N/A | N/A | N/A | |
| w/o asthma Comparison group (n = 225) | 33.39 | 1.00 | 0.87 | 1.02 | N/A | 0.48 | N/A | 2.10 | N/A | |
| w/asthma GBCA (n = 231) | 45.86 | 1.51 | 1.07 | 1.24 | N/A | 0.53 | N/A | 3.86 | N/A | |
| Girls w/o asthma (n = 123) | 28.8 (14.8–42.6) | 0.5 (0.4–1.2) | 0.9 (0.6–1.1) | 1.0 (0.8–1.2) | N/A | 0.5 (0.4–0.5) | 3.1 (0.9–6.2) | 1.2 (0.5–3.0) | N/A | |
| Girls w/asthma (n = 73) Median (IQR) | 28.2 (13.9–46.0) | 0.8 (0.5–1.8) | 0.9 (0.7–1.3) | 1.1 (0.8–1.5) | N/A | 0.5 (0.4–0.6) | 2.9 (0.9–7.7) | 2.5 (1.3–4.6) | N/A | |
| Boys w/o asthma (n = 102) Median (IQR) | 29.9 (13.0–43.8) | 0.5 (0.4–1.4) | 0.8 (0.6–1.0) | 0.9 (0.8–1.1) | N/A | 0.5 (0.4–0.5) | 2.4 (0.7–5.9) | 1.4 (0.7–2.6) | N/A | |
| Boys w/asthma (n = 158) Median (IQR) | 36.9 (22.6–67.8) | 1.3 (0.5–2.3) | 1.0 (0.8–1.3) | 1.2 (0.9–1.5) | N/A | 0.5 (0.5–0.5) | N/A | |||
| w/o asthma (n = 225) | 28.91 (14.06–42.02) | 0.52 (0.44–1.27) | 0.83 (0.64–1.05) | 0.95 (0.76–1.15) | N/A | N/A | N/A | 1.32 (0.59–2.79) | N/A | |
| w/asthma (n = 231) | 33.94 (19.59–61.10) | 1.16 (0.48–2.16) | 1.00 (0.73–1.28) | 1.14 (0.89–1.48) | N/A | N/A | N/A | 2.47 (1.25–4.26) | N/A | |
| 16.8 (10.8–26.2) | 4.0 (2.8–5.4) | 0.8 (0.5–1.2) | N/A | N/A | N/A | N/A | 2.0 (1.0–4.1) | N/A | ||
| 17.0 (10.8–25.8) | 4.3 (3.1–5.7) | 0.9 (0.6–1.2) | N/A | N/A | N/A | N/A | 2.2 (1.1–3.9) | N/A | ||
| 16.8 (10.8–26.2) | 4.0 (2.8–5.4) | 0.8 (0.5–1.2) | N/A | N/A | N/A | N/A | 2.0 (1.0–4.1) | N/A | ||
| Current asthma (n = 191) | 16.7 (10.3–25.3) | 4.2 (2.9–5.6) | 0.9 (0.5–1.3) | N/A | N/A | N/A | N/A | 2.1 (1.0–3.9) | N/A | |
| Immune Outcome: Infectious Diseases and Symptoms of Infection | ||||||||||
| All (N = 359) | 8.07 (2.36–25.10) | 1.68 (0.32–10.12) | 0.7 (0.21–3.64) | 0.27 (0.10–1.67) | N/A | N/A | N/A | 0.32 (0.02–1.03) | N/A | |
| All (N = 1,503) | 7.52 (15.08) | 1.68 (4.01) | 0.64 (1.43) | 0.29 (0.79) | N/A | N/A | N/A | 0.36 (0.81) | N/A | |
| All (N = 1,558) | 5.456 | 2.713 | 1.402 | 0.575 | N/A | N/A | N/A | 0.322 | N/A | |
| All (N = 641) | 5.6 | 1.8 | 0.2 | N/A | N/A | N/A | N/A | 0.3 | N/A | |
| All (N = 1,943) | 12.87 (9.92–16.6) | 2.54 (1.86–3.30) | 0.45 (0.33–0.63) | N/A | N/A | N/A | N/A | 0.65 (0.47–0.91) | N/A | |
| All (N = 1,400) | 35.3 (6.4–106.7) | 5.6 (<LLOQ- 41.5) | N/A | N/A | N/A | N/A | N/A | N/A | N/A | |
| Immune Outcome: Vaccines and Antibodies | ||||||||||
| 135 from the intervention group and 102 from the control group | 0.77 (0.53, 1.02) | 0.68 (0.53, 0.92) | 0.21 (0.13, 0.31) | 0.19 (0.15, 0.25) | N/A | N/A | N/A | 0.10 (0.09, 0.14) | N/A | |
| Girls, 18 months old (N = 275) | 7.1 (4.5–10.0) | 2.8 (2.0–4.5) | 1.0 (0.6–1.5) | N/A | N/A | N/A | N/A | 0.2 (0.1–0.4) | N/A | |
| Girls, 5 years old (N = 349) | 4.7 (3.5–6.3) | 2.2 (1.8–2.2) | 1.1 (0.8–1.6) | N/A | N/A | N/A | N/A | 0.3 (0.2–0.4) | N/A | |
| 7 years old (N = 587) | 15.3 (12.4–19.0) | 4.4 (3.5–5.7) | 1.1 (0.9–1.5) | 0.4 (0.2–0.6) | N/A | N/A | N/A | 0.5 (0.4–0.7) | N/A | |
| 13 years old (N = 587) | 6.7 (5.2–8.5) | 2.0 (1.6–2.5) | 0.7 (0.6–0.9) | 0.3 (0.2–0.4) | N/A | N/A | N/A | 0.4 (0.3–0.5) | N/A | |
| Maternal (n = 587) | 27.3 (23.2–33.1) | 3.2 (2.56–4.01) | 0.6 (0.46–0.79) | 0.28 (0.22–0.38) | N/A | N/A | N/A | 4.41 (2.24–8.43) | N/A | |
| 5 years old (n = 537) | 16.7 (13.5–21.1) | 4.06 (3.33–4.96) | 1.00 (0.76–1.24) | 0.28 (0.21–0.38) | N/A | N/A | N/A | 0.63 (0.45–0.88) | N/A | |
| 5 years old (N = 459) | 17.3 (14.2–21.3) | 4.1 (3.3–5.0) | N/A | N/A | N/A | N/A | N/A | 0.6 (5.0–0.9) | N/A | |
| 7 years old (N = 459) | 15.5 (12.8–19.2) | 4.4 (3.5–5.7) | N/A | N/A | N/A | N/A | N/A | 0.5 (0.4–0.7) | N/A | |
| 12–18 years (n = 1, 012) | 25.1 | 4.8 | N/A | N/A | N/A | N/A | N/A | N/A | N/A | |
| 12–19 years old | 29.0 | 5.41 | 0.471 | N/A | N/A | N/A | N/A | 2.64 | N/A | |
| 12–19 years old | 19.3 | 3.89 | 0.852 | N/A | N/A | N/A | N/A | 2.44 | N/A | |
| Maternal (N = 99) | 5.6 (3.8–7.1) | 1.1 (0.8–1.4) | 0.3 (0.2–0.4) | N/A | N/A | N/A | N/A | 0.3 (0.4–0.3) | N/A | |
| Formula-fed (n = 21) | 6.8 | 3.8 | 0.2 | N/A | N/A | N/A | N/A | 1.7 | N/A | |
| Breastfed (n = 80) | 15.2 | 16.8 | 0.6 | N/A | N/A | N/A | N/A | 2.1 | N/A | |
| All (N = 201) | 3.17 (1.88–4.94) | 1.22 (0.86–1.74) | 0.16 (0.05–0.29) | 0.12 (0.05–0.13) | N/A | N/A | N/A | 3.96 (2.32–5.41) | 10.56 (8.43–15.07) | |
| Boys (n = 106) | 3.10 (1.76–4.88) | 1.23 (0.86–1.94) | 0.17 (0.05–0.27) | 0.12 (0.05–0.20) | N/A | N/A | N/A | 4.15 (2.22–5.76) | 10.52 (8.35–14.68) | |
| Girls (n = 95) | 3.41 (1.95–5.23) | 1.21 (0.86–1.66) | 0.15 (0.05–0.23) | 0.13 (0.05–0.24) | N/A | N/A | N/A | 3.74 (2.35–5.12) | 10.87 (8.60–15.57) | |
Note. Acronyms: AD = Atopic dermatitis; GSE = Geometric standard error; IQR = Interquartile range; ku/L = kilo unit per liter; LLOQ = Lower limit of quantitation; ng/mL = Nanogram per milliliter; N/A = Not applicable; SD = Standard deviation, SE = Standard error.
Pennings et al. (2016) used the same data and methods identified in the Granum et al., (2013) study and thus is not included in the table.