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Table 2 Overview of indicator data on environmental exposure, health and data of human biomarkers that are available for environmental health research

From: Environmental health surveillance in a future European health information system

Indicators and/or relevant information within European programs

Biomarkers

POPs: dioxins furans, PCBs

Metals: lead, arsenic, mercury cadmium

Biocides: pesticides, herbicides fungicides

Flame retardants: polybrominated/fluorinated diphenyl ethers, organochlorines, organophosphates

Plasticizers/plastic compounds: (bis-) phenols, phthalates

Coatings: perfluorinated compounds

Personal care products: Polycyclic musks, disinfectants, trihalomethans, sunscreens

Smoking: Cotinine and metabolites

VOCs and VOCs: benzene, PAHs

Acrylamide & metabolites

Mycotoxins aflatoxin

HBM EXPOSURE BIOMARKERS

EXPOSURE ROUTE

Outdoor air

Emission of acidifying substances, O3, prim.PM, sec.PM (EEA), PM10(ENHIS)

        

x

  

Exceedance of air quality limit values in urban areas (EEA)

        

x

  

Particulate matter exposure PM10 (ECHI55)

 

x

      

x

  

Indoor air

Indoor air (IPChem)

x

x

 

x

x

x

 

x

x

 

x

Water

oxygen consuming substances (EEA) + nutrients in freshwater (EEA)

  

x

        

contaminants in water (national databases)

           

Soil (national databases)

x

x

x

     

x

  

Food

chemical contaminants: due to food production, distribution, packaging or consumption (EFSA)

x

x

  

x

x

  

x

x

 

additives (EFSA)

           

chemical residues: pesticides, hormones (EFSA)

  

x

        

Consumer goods

Consumer goods direct contact, other than food (REACH1)

   

x

x

x

x

    

Industrial emissions

pollutant release to air, water and waste from ind. Facilities (EEA)

x

x

x

x

    

x

 

x

Waste

household consumption (EEA)

 

x

x

        

diversion waste from landfill (EEA)

 

x

x

     

x

  

Occupation

           

work-related health risks (ECHI53)

x

x

x

x

x

x

  

x

 

x

HEALTH INDICATORS/INFORMATION

Smoking-related health outcomes

smoking-related deaths (ECHI15)

       

x

   

regular smokers (ECHI44), pregnant women smoking (ECHI45)

       

x

   

Cardiovascular outcomes

blood pressure (ECHI43)

 

x

     

x

x

  

Cancer

cancer incidence (ECHI20)

x

x

x

    

x

x

x

 

Diabetes

diabetes:self-reported+register-based prevalence (ECHI21A and B)

x

x

x

x

x

x

x

 

x

  

Fertility

Time to pregnancy (HBM)

x

x

x

x

x

x

x

    

total fertility rate (ECHI4)

x

x

x

x

x

x

x

    

Sexual maturation (HBM)

x

x

x

x

x

x

x

    

Immunologic outcomes

asthma, self-reported +register-based prevalence (ECHI26A and B)

x

x

x

x

x

x

x

x

x

x

x

COPD, self-reported +register-based prevalence (ECHI27A and B)

x

x

x

x

x

x

x

x

x

x

 

Allergies, allergic rhinitis, asthma, eczema, food allergy (HBM)

x

x

x

x

x

x

x

x

x

x

x

Infections (respiratory and others)

x

x

x

x

x

x

x

x

x

x

x

Neurologic outcomes

dementia/Alzheimer (ECHI22)

 

x

x

x

x

   

x

  

depression, self-reported +register-based prevalence (ECHI23A and B)

 

x

x

x

x

   

x

  

cognitive tests (HBM)

 

x

x

x

x

   

x

  

behaviour, autism, hyperactivity disorders (HBM)

 

x

x

x

x

   

x

  

growth and obesity, metabolic syndrome (HBM)

x

x

x

x

x

x

x

x

x

  

Fetal, neonatal, and child health

Spontaneous abortion/stillbirths/terminations (HBM)

x

x

x

x

   

x

x

  

Gestational age (HBM)

x

x

x

x

   

x

x

  

(low) birth weight (ECHI28)

x

x

x

x

x

  

x

x

x

 

mortality, birth weight, plurality (C1-C5)

x

x

x

x

x

  

x

x

x

 

Prevalence +deaths of selected congenital anomalies (R1, R3)

x

x

x

    

x

x

x

 

Distribution of Apgar score at 5 min (R2)

x

x

x

x

x

x

x

x

x

x

 

Prevalence of cerebral palsy (R4)

 

x

x

     

x

  

Maternal health

Maternal mortality ratio (C6, C7)

           

Incidence of severe maternal morbidity (R6)

x

x

x

x

x

x

x

x

x

x

 

Mode of delivery (HBM)

x

          

Health in general

body mass index (ECHI42)

X

  

x

x

x

x

X

   
  1. Crosses in the table suggest which indicators/data can be linked in order to study either the human exposure route leading to measurable internal concentrations measured in humans (human biomarkers, in columns) and furthermore linking these biomarkers with health indicators/data (Note: EEA = Environmental Core Indicator; (ECHI = European Core Health indicators (ECHI nr); Health indicators of EUROPERISTAT (C = core, R = recommended); effect biomarkers of HBM studies/cohorts (HBM); IPCheM = Information Platform for Chemical Monitoring for inventarisation of indoor, HBM, food/feed and environmental data)