Dynamics of Endocrine Disruptor Exposure in Early Life: A Mother–Infant Hair Biomonitoring Study
Highlights
- Higher paraben concentrations in mothers' hair than in those of infants at birth.
- Higher TCS levels in newborns compared to their mothers.
- Exposure of infants to BPS and DDT metabolites (opDDE, ppDDE, and opDDD) at follow-up exceeded that of their mothers.
- No differences in analyte levels depending on infant sex or feeding type.
- Significant pairwise comparisons between MeP, EthP, BenP, and ButP levels in mothers and in newborns were identified.
- Significant pairwise comparisons for BPS and TCS in mothers, newborns at birth, and at follow-up were observed.
- The main findings indicate that EDC concentrations in the hair of pregnant women and their infants at birth and at a 10-month follow-up are critical for assessing prenatal and postnatal environmental exposures in early life.
Abstract
1. Introduction
2. Materials and Methods
2.1. Hair Sampling
- Mother and infant at birth: pairwise comparison between the mother and her infant immediately after delivery;
- Mother and infant at follow-up sampling time: pairwise comparison between the mother and her infant at the follow-up;
- Infant at birth and at follow-up sampling time: pairwise comparison within the same infant, comparing concentrations at birth and at follow-up.
2.2. Chemicals and Reagents
2.3. Extraction of PBs, BPS, and TCS from Hair
2.4. Extraction of Organochlorine Compounds from Hair
2.5. Instrumental Analysis
2.5.1. Liquid Chromatography-Mass Spectrometry
2.5.2. Gas Chromatography–Mass Spectrometry
2.6. Statistical Analysis
3. Results
3.1. Method Validation
3.2. Demographics
3.3. Maternal Environmental Exposure and Use of Cosmetic Products
3.4. Biomonitoring Data
3.5. Feeding Methods Comparison
3.6. Sex Comparison
3.7. Pairwise Comparison for Mothers and Infants
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Rt (min) | Target Ion | Q1 Ion | Standards Linearity R2 | Spiked Linearity R2 | LOD (pg/mg) | LOQ (pg/mg) | % Recovery ±SD (n = 3) | % Accuracy ±SD (n = 3) | Precision (% RSD) (n = 3) | |
|---|---|---|---|---|---|---|---|---|---|---|
| BPS | 13.1 | 249.1 | 285.1 | 0.9973 | 0.9901 | 0.6 | 1.9 | 92.8 ± 13.3 | 114.2 ± 14.1 | 12.4 |
| MeP | 14.1 | 151.1 | 194.0 | 0.9965 | 0.9937 | 0.7 | 2.3 | 98.5 ± 7.0 | 84.5 ± 11.1 | 20.4 |
| EthP | 15.9 | 165.1 | 208.1 | 0.9958 | 0.9874 | 0.7 | 2.4 | 102.2 ± 20.1 | 117.6 ± 9.7 | 15.9 |
| ProP | 17.6 | 179.0 | 239.0 | 0.9979 | 0.9812 | 0.7 | 2.2 | 94.9 ± 19.8 | 115.2 ± 12.6 | 15.5 |
| BenP | 19.05 | 227.1 | 287.2 | 0.9980 | 0.9934 | 0.8 | 2.6 | 101.1 ± 22.1 | 113.7 ± 7.5 | 17.9 |
| ButP | 19.1 | 193.1 | 236.1 | 0.9952 | 0.9911 | 0.3 | 1.0 | 81.9 ± 18.3 | 122.4 ± 8.8 | 18.2 |
| TCS | 23.2 | 287.0 | 289.0 | 0.9980 | 0.9972 | 0.7 | 2.5 | 102.7 ± 18.3 | 84.5 ± 25.9 | 18.6 |
| HCB | 15.31 | 284.0 | 249.0 | 0.9842 | 0.9981 | 0.08 | 0.27 | 84.2 ± 14.1 | 103.0 ± 13.4 | 18.2 |
| opDDE | 22.40 | 246.0 | 318.0 | 0.9869 | 0.9952 | 0.06 | 0.21 | 73.8 ± 8.5 | 100.4 ± 10.7 | 16.0 |
| ppDDE | 23.75 | 246.0 | 318.0 | 0.9849 | 0.9924 | 0.08 | 0.26 | 72.6 ± 21.4 | 103.1 ± 14.2 | 17.4 |
| opDDD | 24.05 | 235.0 | 165.0 | 0.9808 | 0.9974 | 0.07 | 0.24 | 68.2 ± 26.1 | 97.2 ± 9.5 | 16.8 |
| Area | |||||||
|---|---|---|---|---|---|---|---|
| Rural | Urban | Total | |||||
| Mean | SD | Mean | SD | Mean | SD | ||
| Age (year) | 30.7 | 3.7 | 34.1 | 4.8 | 33.1 | 4.7 | |
| Height (cm) | 165.50 | 4.26 | 165.83 | 6.07 | 165.73 | 5.54 | |
| Weight before (kg) | 66.5 | 11.8 | 69.1 | 14.8 | 68.3 | 13.9 | |
| Weight at gestation week (kg) | 76.7 | 12.0 | 78.9 | 12.2 | 78.2 | 12.1 | |
| ΔWeight, gestational weight gain from pre-pregnancy to gestation week (kg) | 10.25 | 5.35 | 9.76 | 8.06 | 9.91 | 7.29 | |
| BMI before (kg/m2) | 24.29 | 4.37 | 25.11 | 5.03 | 24.86 | 4.82 | |
| ΒΜΙ at gestation week (kg) | 28.06 | 4.61 | 28.71 | 4.35 | 28.52 | 4.40 | |
| ΔBMI, Change in BMI from pre-pregnancy to gestation week (kg/m2) | 3.77 | 1.99 | 3.60 | 2.92 | 3.65 | 2.65 | |
| Gestation Week | 35.03 | 3.46 | 34.7 | 2.4 | 34.8 | 2.8 | |
| n | % | n | % | n | % | ||
| Education | Primary | 0 | 0.0% | 2 | 4.9% | 2 | 3.4% |
| Secondary | 13 | 72.2% | 14 | 34.1% | 27 | 45.8% | |
| University | 5 | 27.8% | 25 | 61.0% | 30 | 50.8% | |
| Working Sector | Public | 3 | 16.7% | 6 | 14.6% | 9 | 15.3% |
| Private | 8 | 44.4% | 31 | 75.6% | 39 | 66.1% | |
| Self-Employment | 0 | 0.0% | 2 | 4.9% | 2 | 3.3% | |
| Unemployment | 7 | 38.9% | 2 | 4.9% | 9 | 15.3% | |
| Rural (21) | Urban (47) | Total (68) | ||||
|---|---|---|---|---|---|---|
| Mean (SD) | Min–Max | Mean (SD) | Min–Max | Mean (SD) | Min–Max | |
| Weight (g) | 2336 (740) | 850–3490 | 2273 (526) | 900–3760 | 2292 (593) | 850–3760 |
| Height (cm) | 46 (5) | 35–52 | 46 (3) | 35–54 | 46 (4) | 35–54 |
| HC (cm) | 32 (3) | 23–35 | 32 (2) | 26–35 | 32 (2) | 23–35 |
| n | % | n | % | n | % | |
| Boy | 14 | 66.7% | 31 | 66% | 45 | 66.2% |
| Girl | 7 | 33.3% | 16 | 33% | 23 | 33.8% |
| Disorders | ||||||
| Genital | 0 | 0.0% | 1 | 2.1% | 1 | 1.5% |
| Respiratory | 2 | 9.5% | 10 | 21.3% | 12 | 17.6% |
| Any | 2 | 9.5% | 11 | 23.4% | 13 | 19.1% |
| Product | Every Day Before | Every Day During | Weekly Before | Weekly During | Monthly Before | Monthly During | Never Before | Never During | x2p * |
|---|---|---|---|---|---|---|---|---|---|
| Body deodorant | 47 (79.7) | 34 (57.6) | 9 (15.3) | 18 (30.5) | 0 (0.0) | 2 (3.4) | 3 (5.1) | 5 (8.5) | <0.001 |
| Shower gel | 38 (64.4) | 38 (64.4) | 20 (33.9) | 20 (33.9) | 0 (0.0) | 0 (0.0) | 1 (1.7) | 1 (1.7) | <0.001 |
| Shampoo | 25 (42.4) | 22 (37.3) | 34 (57.6) | 37 (62.7) | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0 (0.0) | 0.453 |
| Perfume | 33 (55.9) | 17 (28.8) | 14 (23.7) | 15 (25.4) | 6 (10.2) | 9 (15.3) | 6 (10.2) | 18 (30.5) | <0.001 |
| Make-up | 28 (47.5) | 14 (23.7) | 14 (23.7) | 16 (27.1) | 15 (25.4) | 20 (33.9) | 2 (3.4) | 9 (15.3) | 0.007 |
| Nail polish | 4 (6.8) | 1 (1.7) | 11 (18.6) | 1 (1.7) | 30 (50.8) | 22 (37.3) | 14 (23.7) | 35 (59.3) | <0.001 |
| Hair spray/gel | 6 (10.2) | 2 (3.4) | 17 (28.8) | 10 (16.9) | 13 (22.0) | 9 (15.3) | 23 (39.0) | 38 (64.4) | 0.004 |
| Body cream/lotion | 13 (22.0) | 7 (11.9) | 28 (47.5) | 21 (35.6) | 6 (10.2) | 8 (13.6) | 12 (20.3) | 23 (39.0) | 0.003 |
| Sunscreen | 14 (23.7) | 9 (15.3) | 17 (28.8) | 11 (18.6) | 12 (20.3) | 10 (16.9) | 16 (27.1) | 29 (49.2) | 0.019 |
| Hair dye | 1 (1.7) | 0 (0.0) | 0 (0.0) | 0 (0.0) | 39 (66.1) | 9 (15.3) | 19 (32.2) | 50 (84.7) | 0.066 |
| Analyte | Mothers | Infants at Birth | Infants at Follow-Up |
|---|---|---|---|
| BPS | 100.0% (75.42 ± 83.64; 12.32–362.21) | 87.1% (79.24 ± 251.21; 0.0–1930.62) | 87.5% (289.2 ± 250.98; 0.0–960.44) |
| MeP | 100.0% (4184.16 ± 6565.91; 24.19–28811.82) | 100.0% (1035.56 ± 1465.96; 17.15–8777.84) | 95.8% (1412.87 ± 2219.13; 0.0–7956.63) |
| EthP | 92.6% (335.93 ± 539.63; 0.0–2090.94) | 38.7% (25.54 ± 39.87; 0.0–162.39) | 70.8% (85.88 ± 108.2; 0.0–468.1) |
| ProP | 100.0% (691.99 ± 1622.63; 17.9–7939.76) | 95.2% (460.62 ± 589.22; 0.0–3070.01) | 83.3% (1003.41 ± 2292.79; 0.0–10182.51) |
| BenP | 61.1% (37.82 ± 64.76; 0.0–292.78) | 25.8% (8.45 ± 19.64; 0.0–126.18) | 29.2% (19.39 ± 39.86; 0.0–152.98) |
| ButP | 50.0% (38.31 ± 86.54; 0.0–568.64) | 17.7% (6.64 ± 19.92; 0.0–137.67) | 37.5% (21.19 ± 46.24; 0.0–191.93) |
| TCS | 100.0% (1303.09 ± 1529.56; 19.43–5619.14) | 100.0% (2840.14 ± 2302.38; 160.27–9435.74) | 87.0% (881.47 ± 2251.94; 0.0–8450.6) |
| HCB | 76.0% (5.06 ± 5.96; 0.0–23.33) | 75.0% (5.58 ± 5.79; 0.0–28.52) | 63.6% (3.04 ± 3.75; 0.0–11.43) |
| opDDE | 44.0% (0.43 ± 0.53; 0.0–1.94) | 73.3% (1.95 ± 5.32; 0.0–34.79) | 72.7% (3.44 ± 5.12; 0.0–19.53) |
| ppDDE | 90.0% (3.07 ± 3.03; 0.0–12.33) | 88.3% (8.71 ± 23.71; 0.0–160.66) | 77.3% (6.37 ± 9.79; 0.0–35.62) |
| opDDD | 8.0% (0.04 ± 0.14; 0.0–0.71) | 31.7% (0.71 ± 3.08; 0.0–23.62) | 18.2% (2.46 ± 8.12; 0.0–34.73) |
| SumDDTs | 90.0% (3.53 ± 3.2; 0.0–14.27) | 91.8% (11.98 ± 33.92; 0.0–225.65) | 95.5% (12.34 ± 19.66; 0.0–82.53) |
| Analyte | Breastfed | Mixed | p-Value * |
|---|---|---|---|
| BPS | 218.73 (130.17–594.16) | 276.98 (150.56–319.51) | 0.841 |
| MeP | 953.15 (119.11–4812.35) | 414.67 (229.73–1347.93) | 0.920 |
| EthP | 0.00 (0.00–30.74) | 68.60 (35.36–116.55) | 0.081 |
| ProP | 157.37 (21.16–759.75) | 280.84 (87.12–799.70) | 0.651 |
| BenP | 0.00 (0.00–35.40) | 0.00 (0.00–27.82) | 0.686 |
| ButP | 10.27 (0.00–28.10) | 0.00 (0.00–20.58) | 0.729 |
| TCS | 154.66 (39.34–388.89) | 100.61 (81.56–456.87) | 0.457 |
| HCB | 0.45 (0.00–8.51) | 1.87 (0.00–5.73) | 0.702 |
| opDDE | 1.67 (1.25–2.24) | 1.00 (0.00–5.19) | 0.612 |
| ppDDE | 0.00 (0.00–4.40) | 4.28 (1.57–7.48) | 0.251 |
| SumDDT | 2.24 (1.25–6.07) | 5.33 (4.41–12.67) | 0.257 |
| At Birth | At Follow-Up | |||||
|---|---|---|---|---|---|---|
| Analyte | Boys | Girls | p-Value * | Boys | Girls | p-Value * |
| BPS | 18.78 (13.25–44.47) | 23.86 (16.90–47.92) | 0.252 | 282.69 (149.44–616.46) | 227.88 (84.65–271.28) | 0.290 |
| MeP | 584.04 (165.62–1099.20) | 451.74 (268.75–1344.53) | 0.821 | 505.93 (238.22–2614.89) | 288.81 (94.60–949.39) | 0.215 |
| EthP | 0.00 (0.00–39.22) | 0.00 (0.00–66.69) | 0.560 | 65.07 (0.00–152.81) | 35.36 (0.00–72.12) | 0.290 |
| ProP | 206.84 (105.13–558.97) | 175.22 (126.24–510.43) | 0.976 | 272.43 (42.31–1233.81) | 145.06 (61.14–540.38) | 0.640 |
| BenP | 0.00 (0.00–0.00) | 0.00 (0.00–16.66) | 0.681 | 0.00 (0.00–0.00) | 0.00 (0.00–27.82) | 0.519 |
| ButP | 0.00 (0.00–0.00) | 0.00 (0.00–10.35) | 0.298 | 0.00 (0.00–20.54) | 20.58 (0.00–26.28) | 0.263 |
| TCS | 2158.79 (1242.35–4022.91) | 2086.61 (1384.41–3510.68) | 0.940 | 92.08 (54.61–456.87) | 181.03 (32.93–483.75) | 0.875 |
| HCB | 4.41 (1.91–6.99) | 3.28 (0.00–9.85) | 0.752 | 2.49 (0.00–7.18) | 0.42 (0.00–2.92) | 0.238 |
| opDDE | 0.88 (0.30–1.62) | 0.95 (0.00–1.83) | 0.764 | 1.71 (0.00–4.41) | 0.91 (0.72–5.62) | 0.815 |
| ppDDE | 2.72 (1.29–4.56) | 3.12 (1.33–5.14) | 0.695 | 3.76 (1.54–7.48) | 2.41 (0.58–4.58) | 0.402 |
| opDDD | 0.00 (0.00–0.36) | 0.00 (0.00–1.03) | 0.154 | 0.00 (0.00–0.77) | 0.00 (0.00–0.00) | 0.297 |
| SumDDΤ | 3.58 (2.26–8.53) | 4.44 (2.13–10.14) | 0.481 | 5.33 (3.12–12.67) | 4.52 (2.07–7.91) | 0.365 |
| Analyte | Group | N | Mean (SD) (pg/mg) | Median (IQR) (pg/mg) | Wilcoxon Signed Ranks Test—p Values (Pair) |
|---|---|---|---|---|---|
| BPS | Mother | 54 | 75.42 (83.64) | 51.08 (22.76–89.65) | 0.001 */<0.0001 **/0.001 *** |
| Infant at birth | 62 | 79.24 (251.21) | 19.35 (13.98–46.64) | ||
| Infant at follow-up | 24 | 289.20 (250.98) | 250.40 (100.85–319.09) | ||
| MeP | Mother | 54 | 4184.16 (6565.91) | 1151.80 (214.56–7066.58) | 0.006/0.065/0.075 |
| Infant at birth | 62 | 1035.56 (1465.96) | 487.63 (184.85–1180.18) | ||
| Infant at follow-up | 24 | 1412.87 (2219.13) | 414.67 (146.31–1588.05) | ||
| EthP | Mother | 54 | 335.93 (539.63) | 79.51 (45.80–435.60) | <0.0001/0.001/0.122 |
| Infant at birth | 62 | 25.54 (39.87) | 0.00 (0.00–44.34) | ||
| Infant at follow-up | 24 | 85.88 (108.20) | 62.10 (0.00–116.53) | ||
| ProP | Mother | 54 | 691.99 (1622.63) | 188.04 (51.65–570.52) | 0.160/0.726/0.151 |
| Infant at birth | 62 | 460.62 (589.22) | 195.23 (111.72–570.22) | ||
| Infant at follow-up | 24 | 1003.41 (2292.79) | 175.22 (47.02–747.77) | ||
| BenP | Mother | 54 | 37.82 (64.76) | 19.15 (0.00–40.07) | 0.001/0.070/0.594 |
| Infant at birth | 62 | 8.45 (19.64) | 0.00 (0.00–15.44) | ||
| Infant at follow-up | 24 | 19.39 (39.86) | 0.00 (0.00–23.23) | ||
| ButP | Mother | 54 | 38.31 (86.54) | 9.79 (0.00–36.86) | <0.0001/0.070/0.424 |
| Infant at birth | 62 | 6.64 (19.92) | 0.00 (0.00–0.00) | ||
| Infant at follow-up | 24 | 21.19 (46.24) | 0.00 (0.00–24.41) | ||
| TCS | Mother | 54 | 1303.09 (1529.56) | 595.12 (211.46–2011.26) | <0.0001/0.014/0.001 |
| Infant at birth | 62 | 2840.14 (2302.38) | 2115.46 (1252.67–3777.59) | ||
| Infant at follow-up | 23 | 881.47 (2251.94) | 97.15 (54.61–456.87) | ||
| HCB | Mother | 50 | 5.06 (5.96) | 3.09 (0.55–7.16) | 0.168/0.179/0.904 |
| Infant at birth | 60 | 5.58 (5.79) | 4.13 (0.11–7.95) | ||
| Infant at follow-up | 22 | 3.04 (3.75) | 1.13 (0.00–5.76) | ||
| opDDE | Mother | 50 | 0.43 (0.53) | 0.00 (0.00–0.84) | 0.007/0.003/0.079 |
| Infant at birth | 60 | 1.95 (5.32) | 0.90 (0.00–1.64) | ||
| Infant at follow-up | 22 | 3.44 (5.12) | 1.13 (0.00–4.60) | ||
| ppDDE | Mother | 50 | 3.07 (3.03) | 2.26 (1.23–4.05) | 0.147/0.232/0.874 |
| Infant at birth | 60 | 8.71 (23.71) | 2.88 (1.31–4.90) | ||
| Infant at follow-up | 22 | 6.37 (9.79) | 3.21 (0.87–6.33) | ||
| opDDD | Mother | 50 | 0.04 (0.14) | 0.00 (0.00–0.00) | 0.002/0.080/0.953 |
| Infant at birth | 60 | 0.71 (3.08) | 0.00 (0.00–0.42) | ||
| Infant at follow-up | 22 | 2.46 (8.12) | 0.00 (0.00–0.00) | ||
| ΣDDT | Mother | 50 | 3.53 (3.20) | 3.04 (1.50–4.45) | 0.008/0.006/0.702 |
| Infant at birth | 49 | 11.98 (33.92) | 3.81 (2.19–8.57) | ||
| Infant at follow-up | 22 | 12.34 (19.66) | 5.06 (2.24–12.19) |
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Share and Cite
Kalligiannaki, A.; Baliou, S.; Vakonaki, E.; Panteris, E.; Hatzidaki, E.; Tzatzarakis, M.N. Dynamics of Endocrine Disruptor Exposure in Early Life: A Mother–Infant Hair Biomonitoring Study. Toxics 2026, 14, 175. https://doi.org/10.3390/toxics14020175
Kalligiannaki A, Baliou S, Vakonaki E, Panteris E, Hatzidaki E, Tzatzarakis MN. Dynamics of Endocrine Disruptor Exposure in Early Life: A Mother–Infant Hair Biomonitoring Study. Toxics. 2026; 14(2):175. https://doi.org/10.3390/toxics14020175
Chicago/Turabian StyleKalligiannaki, Aikaterini, Stella Baliou, Elena Vakonaki, Eleftherios Panteris, Eleftheria Hatzidaki, and Manolis N. Tzatzarakis. 2026. "Dynamics of Endocrine Disruptor Exposure in Early Life: A Mother–Infant Hair Biomonitoring Study" Toxics 14, no. 2: 175. https://doi.org/10.3390/toxics14020175
APA StyleKalligiannaki, A., Baliou, S., Vakonaki, E., Panteris, E., Hatzidaki, E., & Tzatzarakis, M. N. (2026). Dynamics of Endocrine Disruptor Exposure in Early Life: A Mother–Infant Hair Biomonitoring Study. Toxics, 14(2), 175. https://doi.org/10.3390/toxics14020175

