Skip to main content
. 2022 May 27;12:8961. doi: 10.1038/s41598-022-13154-9

Table 1.

Summary of studies included in the systematic review.

ID First author Year Study design Country Sample Size Study Exposure assessment Measured metabolites and range Timing of outcome assessment Outcome variables
1 Agay-Shay24 2015 Cohort study Spain 470 INMA Spanish Birth cohort Maternal urine in the 1st and 3rd trimester of pregnancy

GM of MECPP, MEHHP, MEOHP, and MEHP (40.8 µg/g Cr, 28.6 µg/g Cr, 27.8 µg/g Cr, and 14.6 µg/g Cr, respectively)

‘GM of MnBP and MiBP (32.4 µg/g Cr, 32.6 µg/g Cr, respectively)

7 y BMI z-scores
2 Berman25 2020 Cohort study Australia 410 Maternal urine in the 2nd and 3rd trimester of pregnancy Median of ∑DEHP metabolites, and ∑DBP metabolites (9.34 µg/L, 4.10 µg/L, respectively) 1, 2, 3, 5, 8, 10, 14, 17 and 20 y Height, BMI, DXA (total fat %, total fat mass [g], total lean mass [g])
3 Botton26 2016 Cohort study France 520 EDEN mother–child cohort Maternal urine in the 2nd trimester Median of molar ∑DEHP metabolites, MnBP and MiBP (0.32 µM/L, 43 µg/L, and 39 µg/L, respectively) 5 y BMI
4 Buckley27 2016 Cohort study U.S 707 MSSM + CCCEH + HOME Study Prenatal maternal urine GM of molar ∑DEHP metabolites, MnBP and MiBP (0.277 µM/L, 30.6 µg/L, and 6.45 µg/L, respectively) 4–9 y BMI z-score and overweight/obese (BMI >  = 85th percentile)
5 Buckley10 2016 Cohort study U.S 180 MSSM Study Prenatal maternal urine GM of molar ∑DEHP metabolites, MnBP and MiBP (0.284 µM/L, 32.9 µg/L, and 5.83 µg/L, respectively) 4 and 9 y Body composition (total fat %)
6 Buser28 2014 Cross-sectional study U.S not described NHANES 2007–2010 Urine of the participants

(Children and adolescent aged 6–19) GM of molar ∑DEHP metabolites, MnBP and MiBP (0.24 µM/L, 23.0 µg/L, and 10.43 µg/L, respectively)

(adults >  = 20 y) GM of ∑DEHP metabolites, MnBP and MiBP (0.18 µM/L, 15.21 µg/L, and 6.75 µg/L, respectively)

Children and adolescent aged 6–19, adults >  = 20 y

(Children and adolescent) obese 95th percentile >  = BMI z-score; overweight, 95th percentile > BMI z-score >  = 85th percentile

(adults) obese, BMI >  = 30 kg/m2; overweight, 30 kg/m2 > BMI >  = 25 kg/m2

7 Chang29 2020 Cross-sectional study Taiwan 152 RAPIT program Urine of the participants GM of ∑DEHP metabolites, MnBP and MiBP (59.29 µg/g Cr, 49.44 µg/g Cr, and 28.85 µg/g Cr, respectively) 5 y BMI, total fat (%)
8 Deierlein30 2016 Cohort study U.S 1,239 The Breast Cancer and Environment Research Program Urine of the participants at the baseline (6–8 y) GM of ∑DEHP metabolites (182 µg/g Cr [6 y], 152 µg/g Cr [7 y], and 152 µg/g Cr [8 y]) and LMWH (184 µg/g Cr [6 y], 136 µg/g Cr [7 y], and 163 µg/g Cr [8 y]) 3 times until the last visit when girls were on average 14 y old (11–16 y) BMI
9 Heggeseth31 2019 Cohort Study U.S 335 CHAMACOS cohort study Prenatal maternal urine Median of MECPP, MEHHP, MEOHP, MnBP, and MiBP (24.05 µg/L, 14.8 µg/L, 10.75 µg/L, 20.7 µg/L, and 2.8 µg/L, respectively) 11 follow-up visits between ages 2 and 14 y BMI
10 Hou32 2015 Cross-sectional study Taiwan 308 270 normal adolescents (6.5–15 y) and 38 complainants (6.5–8.5 y) Urine of the participants GM of ∑DEHP, MnBP and MiBP (193.73 µg/L, 75.42 µg/L, and 47.06 µg/L, respectively) When assessing phthalate exposure (6.5–8.5 y) Obese (BMI), waist-to-hip ratio, Subcutaneous fat thickness
11 Kim33 2016 Cohort Study South Korea 128 128 healthy pregnant women and their infants in 2012 Umbilical cord blood, newborns’ first urine GM of MEHHP in maternal blood, maternal urine, cord blood, placenta, and newborns’ urine (0.31 µg/L, 18.23 µg/L, 0.,33 µg/L, 0.10 µg/L, and 5.83 µg/L, respectively), GM of MEOHP in maternal urine and newborns’ urine (15.88 µg/L, and 3.02 µg/L, respectively) Perinatal BMI z-score change during 3 months (Evaluation criterion for relative body mass increase was BMI z-score change over the 50th percentile)
12 Kim34 2018 Cross-sectional study South Korea 137 65 overweight children (6–13 y) and 72 controls Urine of the participants GM OF MECPP, MEOHP, and MEHHP (87.3 µg/g Cr, 29.5 µg/g Cr, and 36.8 µg/g Cr, respectively) When assessing phthalates exposure (6–13 y) BMI percentile
13 Lee35 2020 Cohort study South Korea 481 EDC cohort Prenatal maternal urine and urine of the participants

GM of molar ∑DEHP in prenatal maternal urine and children’s urine at 6 years of age (0.11 µM/L, and 0.33 µM/L, respectively)

GM of ∑MnBP in prenatal maternal urine and children’s urine at 6 years of age (39.68 µg/L, and 70.00 µg/L, respectively)

6 y BMI z-score, percentage of fat mass, fat mass index, percentage of skeletal muscle mass, skeletal muscle index
14 Maresca36 2016 Cohort study U.S 424 CCCEH cohort Prenatal maternal urine GM of molar ∑DEHP metabolites, MiBP, and MnBP (0.29 µM/L, 8.81 µg/L, 37.58 µg/L) 5 y and 7 y BMI z-score at 5 y and 7 y, percent of fat mass at 7 y, FMI at 7 y, WC at 7 y
15 Harley37 2017 Cohort study U.S 219 CHAMACOS cohort study Prenatal maternal urine, two times GM of ∑DEHP, MECPP, MEHHP, MEOHP, MnBP, and MiBP in each measurement (0.2 and 0.2 nmol/mL, 25.9 and 32.4 µg/L, 15.1 and 18.8 µg/L, 11.2 and 13.8 µg/L, 22.8 and 28.5 µg/L, and 2.7 and 3.4 µg/L, respectively) 12 y BMI z-score, WC
16 Saengkaew38 2017 Cross-sectional study Thailand 155 Children aged 7–18 y Urine of the participants Median of MBP (216.47 µg/g Cr), detection rate 82.58% When assessing phthalate exposure BMI z-score, WC
17 Shoaff39 2017 Cohort study U.S 219 HOME study up to two times prenatally and six times from 1 to 8 y GM of ∑DEHP, MiBP, and MnBP for children (86 µg/L, 4.8 µg/L, and 25 µg/L, respectively) 8 y BMI z-score, WC, body fat percent
18 Smerieri40 2015 Cross-sectional study Italy 72

41 obese children and 31 controls

(mean age 12 y)

Urine of the participants Detection rates of MECPP, MEOHP, and MEHHP were 80.5%, 87.8%, and 80.5% among obese group, and 38.7%, 74.2%, and 8.39% among control group, respectively When assessing phthalate exposure WC
19 Trasande13 2013 Cross-sectional study U.S 2,884 NHANES 2003–2008 (children 6–19 y) Urine of the participants GM of ∑DEHP metabolite (0.358 µM/L among male and 0.360 among female) and ∑LMW metabolite (0.593 µM/L among male and 0.680 µM/L among female) When assessing phthalate exposure BMI z-score, overweight (BMI z-score >  = 85th percentile), and obesity (BMI z-score >  = 95th percentile)
20 Tsai41 2016 Cohort study Taiwan 88 RAPIT program (6.0–10.5 y) Estimated the total daily intake of DEHP, and urine of the participants Mean of ∑DEHP metabolite 106.19 µg/g Cr When participants were examined Weight percentile and height percentile above 50th percentile (based on the standards provided by the Ministry of Health and Welfare)
21 Vafeiadi42 2018 Cohort Study Greece 500 Rhea Study Prenatal maternal urine and urine of the participants

GM of molar ∑DEHP, MiBP and MnBP in prenatal maternal urine (0.1 µM/g Cr, 33.5 µg/g Cr, and 37.1 µg/g Cr, respectively)

GM of molar ∑DEHP, MiBP, and MnBP in children’s urine (0.3 µM/gCr, 41.1 µg/g Cr, and 21.7 µg/g Cr, respectively)

4–6 y BMI z-score
22 Valvi43 2015 Cohort study Spain 391 INMA Spanish birth cohort Prenatal maternal urine at 1st and 3rd trimester GM of ∑DEHP metabolites, MnBP and MiBP (99.6 µg/gCr, 32.7 µg/gCr, and 33.0 µg/gCr, respectively) Birth to 6 mos., 1, 4, and 7 y of age BMI z-score, weight gain z-score (0–6 months)
23 Vrijheid44 2020 Cohort study Europe 1,031 HELIX study (BiB in UK, EDEN in France, INMA in Spain, KANC in Lithuanina, MoBa and Rhea in Greece) 77 prenatal exposure and 96 childhood exposure including air pollutants, built environments, and biomarkers of chemical pollutants Not described BMI z-score (age-and-sex standardized z-scores) BMI z-score
24 Wu45 2020 Cross-sectional study U.S 2372 NHANES 2005–2010 (6–19 y) Urine of the participants GM of MiBP, 9.98 µg/L When assessing phthalate exposure BMI z-score
25 Xia46 2018 Cross-sectional study China 159 PTHEC study, 69 overweight/obese children and 80 normal weight children Urine of the participants Median of MEOHP, MEHHP, and MnBP among normal participants (2.97 µg/L, 7.57 µg/L, and 13.68 µg/L, respectively) and among overweight/obese participants (2.6 µg/L, 6.5 µg/L, and 18.68 µg/L, respectively) When assessing phthalate exposure Overweight/obese
26 Xie47 2015 Case–control study China 167 57 boys with constitutional delay for growth and puberty and 110 controls (11 y) Urine of the participants Median of ∑DEHP metabolites and MnBP among cases (20.06 µg/L and 37.43 µg/L, respectively), and among controls (12.85 µg/L and 15.56 µg/L, respectively) When assessing phthalate exposure Constitutional delay of growth and puberty
27 Zettergren48 2021 Cohort study Sweden 100 BAMSE birth cohort Urine of the participants at 4 years of age GM of ∑DEHP metabolites and MnBP (331 µg/L, 296 µg/L) 24 y BMI, WC, Body fat %, trunk fat % (Bio-electrical impedance analysis)
28 Zhang11 2014 Cross-sectional study China 497 PTHEC study (8–13 y) Urine of the participants GM of ∑DEHP metabolites and MnBP; boys (8–10 y), 29.6 µg/L; boys (11–13 y), 21.9 µg/L; girls (8–10 y), 32.5 µg/L; girls (11–13 y), 16.5 µg/L When assessing phthalate exposure BMI z-score, body fat % (Yao’s formula)
29 Amin49 2017 Cross-sectional study Iran 242 Urine of the participants Mean of MEOHP, MEHHP, MEHP, MBzP, MBP, and MMP were 257.98 µg/L, 149.44 µg/L, 104.46 µg/L, 233.01 µg/L, 218.17 µg/L, and 59.82 µg/L 6–18 y BMI z-score, WC
30 Ashley-Martin50 2021 Cross-sectional study Canada 200 MIREC study Urine of the participants Twenty-two metabolites were measured. Median of ∑DEHP and ∑DiBP were 155 nmol/mL and 100 nmol/mL, respectively 2–5 y BMI z-score
31 Ding51 2021 Cross-sectional study China 463 Urine of the participants Median of MECPP, MCMHP, MEOHP, MEHHP, MEHP, and ∑DEHP were 13.00 μg/L, 7.68 μg/L, 6.04 μg/L, 4.78 μg/L, 3.18 μg/L, and 34.56 μg/L 16–19 y BMI, WHR, WHtR
32 Berger52 2021 Cohort study U.S 309 CHAMACOS cohort study Prenatal maternal urine GM of ∑DEHP (0.2 nmol/mL) 5 y BMI z-score
33 Li53 2021 Cohort study China 814 Maternal urine in the 1st, 2nd and 3rd trimester of pregnancy Median of ∑DEHP at 1st, 2nd, and 3rd trimesters were 0.09 nmol/mL, 0.06 nmol/mL, and 0.07 nmol/mL average BMI z-score of 6-, 12- and 24-month BMI z-score
34 Nidens54 2021 Cohort study Germany 130 Prenatal maternal urine GM of ∑HMWP (31.31 μg/gCr) 2 y Weight gain (%) first 2 years of life
35 On55 2021 Cross-sectional study South Korea 240 Urine of the participants GM of MECPP, MEOHP, MEHHP, and MEHP (104.73 µg/g Cr, 33.96 µg/g Cr, and 14.54 µg/g Cr, respectively) 5–16 y BMI percentile, weight percentile, and height percentile
36 Silva56 2021 Panel study Netherland 471 Urine of the participants Median of MECCP, MEOHP, and MEHHP were 0.94 nmol/L, 0.14 nmol/L, and 0.27 nmol/L 6y and 10 y BMI z-score, Fat mass index
37 Hatch57 2008 Cross-sectional study U.S 1,009 (6–19 y) NHANES 1999–2002 Urine of the participants

GM of MEHHP among boys in 6–11 y and 12–19y were 39.6 μg/gCr and 21.1 μg/gCr, respectively

GM of MEHHP among girls in 6–11 y and 12–19y were 39.1 μg/gCr and 18.2 μg/gCr, respectively

6–19y BMI, WC
38 Wang58 2013 Cross-sectional study China 259 Urine of the participants GM of ∑DEHP (117.3 nmol/mL) 8–15y BMI, WC
39 Bowman59 2019 Cohort study Mexico 229 ELEMENT study Urine of the participants

(boys) GM of ∑DEHP at 1st, 2nd, and 3rd trimester in prenatal maternal urine were 65.07 μg/L and 63.42 μg/L, and 78.60 μg/L

(girls) GM of ∑DEHP at 1st, 2nd, and 3rd trimester in prenatal maternal urine were 71.03 μg/L and 75.97 μg/L, and 76.69 μg/L

8–14y (Visit 1) and 9–17y (Visit 2) BMI z-score, WC, skinfold thickness

MEHHP mono-(2-ethyl-5-hydroxy-hexyl) phthalate; MEOHP mono-(2-ethyl-5-oxo-hexyl) phthalate; MnBP mono-n-butyl phthalate (MnBP); MECCP Mono-2-ethyl-5-carboxypentyl phthalate; MBzP Monobenzyl phthalatete; BMI body mass index; WC waist circumference.