Data available in the PEH Data Platform

The PEH Data Platform was developed during the HBM4EU project and currently hosts the data from the HBM4EU Aligned Studies and the MoM-study (Methylmercury-contrOl in expectant Mothers through suitable dietary advice for pregnancy). The platform will be expanded with new data generated under PARC.

HBM4EU Aligned Studies

As one of the core elements of HBM4EU a human biomonitoring (HBM) survey was conducted in 23 countries to generate EU-wide comparable HBM data. This survey has built on existing HBM capacity in Europe by aligning national or regional HBM studies, referred to as the HBM4EU Aligned Studies (Gilles et al. 20211, Gilles et al. 20222, Govarts et al. 20233). The HBM4EU Aligned Studies included a total of 10,795 participants of three age groups: (i) 3,576 children aged 6-12 years, (ii) 3,117 teenagers aged 12-18 years and (iii) 4,102 young adults aged 20-39 years. The participants were recruited between 2014 and 2021 in 11 to 12 countries per age group, geographically distributed across Europe. Depending on the age group, internal exposure to phthalates and the substitute DINCH, halogenated and organophosphorus flame retardants, per- and polyfluoroalkyl substances (PFASs), cadmium, bisphenols, polycyclic aromatic hydrocarbons (PAHs), arsenic species, acrylamide, mycotoxins (deoxynivalenol (total DON)), benzophenones and selected pesticides was assessed by measuring substance specific biomarkers subjected to stringent quality control programs for chemical analysis.

Figure 1: Overview of HBM4U Aligned Studies

Figure HBM4EU Aligned Studies

Detailed overview of available data

More details

Table 1: Overview of exposure data HBM4EU Aligned Studies in children.

Table 1
Acrylamide: AAMA = N-Acetyl-S-(2-carbamoyl-ethyl) cysteine, GAMA = N-Acetyl-S-(2-carbamoyl-2-hydroxyethyl)cysteine, Brominated flame retardants: 2,4,6-TBP = 2,4,6-Tribromophenol, DP-anti = Anti-dechlorane plus, BDE-153 = Polybrominated diphenylether 153, BDE-209 = Polybrominated diphenylether 209, BDE-47 = Polybrominated diphenylether 47,  DBDPE = Decabromodiphenylethane,  α-HBCD = Hexabromocyclododecane alpha, γ-HBCD = Hexabromocyclododecane gamma, DP-syn = Syn-dechlorane plus, TBBPA = Tetrabromobisphenol A, Organophosphate flame retardants: BCEP = Bis(2-chloroethyl) phosphate, BCIPP = bis(1-chloro-2-propyl) phosphate, BDCIPP = Bis(1,3-dichloro-2-propyl) phosphate, DPHP = Diphenyl phosphate, Phthalates & DINCH: MBzP = Mono-benzyl phthalate, MCHP = Mono-cyclo-hexyl phthalate, 5cx-MEPP = Mono(2-ethyl-5-carboxypentyl) phthalate, 5OH-MEHP = Mono(2-ethyl-5-hydroxyhexyl) phthalate, 5oxo-MEHP = Mono(2-ethyl-5-oxo-hexyl) phthalate, MEHP = Mono(2-ethylhexyl) phthalate, MEP = Mono-ethyl phthalate, MiBP = Mono-isobutyl phthalate, cx-MiDP = Mono(2,7-methyl-7- carboxy-heptyl) phthalate, OH-MiDP = 6-OH-Mono-propyl-heptyl phthalate, cx-MiNP = 7-Carboxy-(mono-methylheptyl) phthalate,  OH-MiNP = 7-OH-(Mono-methyl-octyl) phthalate, MnBP = Mono-n-butyl phthalate, MnOP  = Mono-n-octyl phthalate, MnPeP = Mono-n-pentyl phthalate, cx-MINCH = cyclohexane-1,2- dicarboxylate-mono-(7- carboxylate-4- methyl)heptyl ester, OH-MINCH = cyclohexane-1,2- dicarboxylate-mono-(7- hydroxy-4-methyl)octyl ester, pesticides: AMPA = Aminomethylphosphonic acid, TCPy = 3,5,6-trichloro-2-pyridinol, 3-PBA = 3-phenoxybenzoic acid, CIF3CA = Cis-3-(2-chloro-3,3,3-trifluoroprop-1-enyl)-2,2-dimethylcyclopropanecarboxylic acid, cis-DBCA = Cis-3-(2,2-dibromovinyl)-2,2-dimethylcyclopropane-1-carboxylic acid, cis-DCCA = Cis-3-(2,2-dichlorovinyl)-2,2-dimethylcyclopropane-1-carboxylic acid, F-3-PBA = 4-fluoro-3-phenoxybenzoic acid, trans-DCCA = Trans-3-(2,2-dichlorovinyl)-2,2-dimethylcyclopropane-1-carboxylic acid.

 

Table 2: Overview of effect biomarker data HBM4EU Aligned Studies in children.

Table 2

 

Table 3: Overview of health outcome information HBM4EU Aligned Studies in children.

Table 3 part 1Table 3 part 2

 

Table 4: Overview of exposure data HBM4EU Aligned Studies in teenagers.

Table 4
Arsenic species: As = Arsenic,  As(III) = Arsenite, As(V) = Arsenate, AsB = Arsenobetaine, DMA = Dimethylarsinic acid, MMA = monomethylarsonic acid, TRA = Toxicologically relevant arsenic, Per-/poly-fluorinated compounds:
PFBS = Perfluorobutane sulfonic acid, PFDA = Perfluorodecanoic acid, PFDoDA = Perfluorododecanoic acid, PFHpA = Perfluoroheptanoic acid, PFHpS = Perfluoroheptane sulfonic acid, PFHxA = Perfluorohexanoix acid, PFHxS = Perfluorohexane sulfonic acid, PFNA = Perfluorononanoic acid, PFOA = Perfluorooctanoic acid, PFOS = Perfluorooctane sulfonic acid (sum of all isomers), PFPeA = Perfluoropentanoic acid, PFUnDA = Perfluoroundecanoic acid, Phthalates & DINCH: MBzP = Mono-benzyl phthalate, MCHP = Mono-cyclo-hexyl phthalate, 5cx-MEPP = Mono(2-ethyl-5-carboxypentyl) phthalate, 5OH-MEHP = Mono(2-ethyl-5-hydroxyhexyl) phthalate, 5oxo-MEHP = Mono(2-ethyl-5-oxo-hexyl) phthalate, MEHP = Mono(2-ethylhexyl) phthalate, MEP = Mono-ethyl phthalate, MiBP = Mono-isobutyl phthalate, cx-MiDP = Mono(2,7-methyl-7- carboxy-heptyl) phthalate, OH-MiDP = 6-OH-Mono-propyl-heptyl phthalate, cx-MiNP = 7-Carboxy-(mono-methylheptyl) phthalate,  OH-MiNP = 7-OH-(Mono-methyl-octyl) phthalate, MnBP = Mono-n-butyl phthalate, MnOP  = Mono-n-octyl phthalate, MnPeP = Mono-n-pentyl phthalate, cx-MINCH = cyclohexane-1,2- dicarboxylate-mono-(7- carboxylate-4- methyl)heptyl ester, OH-MINCH = cyclohexane-1,2- dicarboxylate-mono-(7- hydroxy-4-methyl)octyl ester, UV-filters: BP-1 = Benzophenone 1, BP-2 = Benzophenone 2, BP-3 = Benzophenone 3, BP-7 = Benzophenone 7. 

 

Table 5: Overview of effect biomarker data HBM4EU Aligned Studies in teenagers. 

Table 5 overview of effect biomarkers Aligned Studies in teenagers

 

Table 6: Overview of health outcome information HBM4EU Aligned Studies in teenagers. 

Table 6 part 1Table 6 part 2

Table 7: Overview of exposure data HBM4EU Aligned Studies in adults.

Table 7
Acrylamide: AAMA = N-Acetyl-S-(2-carbamoyl-ethyl) cysteine, GAMA = N-Acetyl-S-(2-carbamoyl-2-hydroxyethyl)cysteine, Bisphenols: BPA = Bisphenol A, BPS = Bisphenol S, BPF = Bisphenol F,  Metals: Cd = cadmium,  Mycotoxins: tDON = total Deoxynivalenol, pesticides: AMPA = Aminomethylphosphonic acid, TCPy = 3,5,6-trichloro-2-pyridinol, 3-PBA = 3-phenoxybenzoic acid, CIF3CA = Cis-3-(2-chloro-3,3,3-trifluoroprop-1-enyl)-2,2-dimethylcyclopropanecarboxylic acid, cis-DBCA = Cis-3-(2,2-dibromovinyl)-2,2-dimethylcyclopropane-1-carboxylic acid, cis-DCCA = Cis-3-(2,2-dichlorovinyl)-2,2-dimethylcyclopropane-1-carboxylic acid, F-3-PBA = 4-fluoro-3-phenoxybenzoic acid, trans-DCCA = Trans-3-(2,2-dichlorovinyl)-2,2-dimethylcyclopropane-1-carboxylic acid, Polycyclic Aromatic Hydrocarbons: 1-NAPH = 1-hydroxynaphthalene, 1-PHEN = 1-hydroxyphenanthrene, 1-PYR = 1-hydroxypyrene, 1,2 DHN = 1-,2-dihydroxynaphthalene, 2-FLUO = 2-hydroxyfluorene, 2-NAPH = 2-hydroxynaphthalene, 2-PHEN = 2-hydroxyphenanthrene, 3-FLUO = 3-hydroxyfluorene, 3-BaP = Benzo[a]pyrene, 3-PHEN = 3-hydroxyphenanthrene, 4-PHEN = 4-hydroxyphenanthrene, 9-FLUO = 9-hydroxyfluorene, 9-PHEN = 9- hydroxyphenanthrene, UV-filters: BP-1 = Benzophenone 1, BP-2 = Benzophenone 2, BP-3 = Benzophenone 3, BP-7 = Benzophenone 7.

Table 8: Overview of health outcome information HBM4EU Aligned Studies in adults. 

Table 8 overview of health outcome information Aligned Studies in adults

 

HBM4EU MoM-study

HBM4EU MoM-study was an intervention study, whose target population were pregnant women living in Cyprus, Greece, Spain, Iceland and Portugal. The study was implemented in two phases. In Phase 1, pregnant women (up to 20th week) were recruited through their health care providers and provided hair samples to assess their baseline exposure to mercury. Through assisted interviews, participants provided related personal information (e.g., sociodemographic information, fish consumption patterns, other possible exposures to mercury, preferences). Women were randomized in a “control group”, which did not receive the HBM4EU-MOM intervention, and an “intervention group”, which received the intervention. The effectiveness of the intervention was assessed in Phase 2 (close to birth) through a second round of human biomonitoring (HBM) sampling involving a second analysis of total mercury in hair.

Figure 2: Overview of HBM4EU-MOM Survey

Figure 2: Overview of HBM4EU-MoM Survey

References

  1. Gilles, Govarts et al., 2021. HBM4EU combines and harmonises human biomonitoring data across the EU, building on existing capacity - The HBM4EU survey. Int J Hyg Environ Health 237, 113809.

  2. Gilles et al., 2022. Harmonization of Human Biomonitoring Studies in Europe: Characteristics of the HBM4EU-Aligned Studies Participants. Int J Environ Res Public Health 19

  3. Govarts et al., 2023. Harmonized human biomonitoring in European children, teenagers and adults: EU-wide exposure data of 11 chemical substance groups from the HBM4EU Aligned Studies (2014-2021). Int J Hyg Environ Health.

The webpage and its content have been developed within the context of H2020 project HBM4EU (2017-2022; Grant Agreement No 733032) and Horizon Europe partnership PARC (2022-2029; Grant Agreement No 101057014).