Table 2 Summary of application studies.

From: A state-of-the-science review and guide for measuring environmental exposure biomarkers in dried blood spots

Studies

Exposure (biomarker)

Sample size and type

Study design

Main findings

Notes

Joseph 2013 [35]

ETS; cotinine

1541 DBS samples extant child lead screening

Cross-sectional

61% DF; concurrent pediatric screening of lead and ETS using DBS sampling may be feasible

Used DBS assay developed by Murphy et al. (2013) [28]

Spector 2014 [36]

ETS; cotinine

1414 NDBS samples (California, Michigan, New York, Washington)

Cross-sectional

35% DF (83% DF for infants of smoking mothers); evidence of non-disclosure and exposure to SHS during pregnancy

Used DBS assay developed by Murphy et al. (2013) [28]

Sen 2015 [72]

Pb; epigenetic alterations

43 DBS samples from children

Cross-sectional

Elevated Pb exposure associated with alterations in epigenetic profiles

DNA was extracted from DBS samples

Sen 2015 [71]

Pb; epigenetic alterations

35 mother–infant NDBS pairs (Michigan)

Multigenerational cohort study

Elevated Pb levels in NDBS samples from mothers were associated with epigenetic alterations in the child’s NDBS samples

DNA was extracted from DBS samples

Montrose 2020 [73]

Pb; epigenetic alterations

96 NDBS samples (Michigan)

Cross-sectional (within Healthy Families Project – cohort study)

Elevated Pb exposure associated with alterations in epigenetic profiles; DBS sampling suitable for advancing environmental epigenetics

DNA was extracted from DBS samples

Nyanza 2019 [14]

Hg; T-Hg

1056 DBS samples (Tanzanian ASGM communities)

Cross-sectional (Mining and Health longitudinal cohort study)

Although T-Hg levels were higher in pregnant women from ASGM communities compared to non-ASGM, T-Hg levels were elevated in both

Used DBS assay developed by Nyanza et al. (2019) [48]

Nyanza 2020 [15]

Hg; T-Hg

961 DBS samples (Tanzanian ASGM communities)

Mining and Health longitudinal cohort study

Prenatal exposure to Hg was associated with adverse birth outcomes among women in ASGM communities

Used DBS assay developed by Nyanza et al. (2019) [48]

Nyanza 2021 [16]

Pb, T-Hg, Cd

439 DBS samples (Tanzanian ASGM communities)

Mining and Health longitudinal cohort study

High prenatal exposure to Hg was associated with worse neurodevelopment outcomes at 6–12 months of age; Hg and Pb co-exposure may further increase risk

Used DBS assay developed by Nyanza et al. (2019) [48]

Santa-Rios 2020 [69]

I-Hg; Me-Hg

35 DBS samples (Colombian ASGM communities)

Cross-sectional

Me-Hg and I-Hg detected in nearly all samples; field blank filter card contamination was estimated to average ~0.07 ± 0.15 and ~1.16 ± 0.79 µg/L for Me-Hg and I-Hg, respectively. Sample field blanks averaged 0.15 ± 0.19 and 1.77 ± 4.06 µg/L for Me-Hg and I-Hg, respectively. There is a need for Hg speciation

Used DBS assay developed by Santa-Rios et al. (2020) [47]

Santa-Rios 2021 [70]

Me-Hg

20 electronic waste workers (Ghana)

Cross-sectional

Me-Hg detected in nearly all samples; excellent agreement with venous blood values; Me-Hg contamination was low in contaminated field setting

Used DBS assay developed by Santa-Rios et al. (2021) [47]

Spliethoff 2008 [92]

PFOS, PFOSA, PFHxS, PFOA, PFNA

110 pooled NDBS sample composites representing 2640 infants (New York state)

Temporal biomonitoring (1997–2007)

PFOS, PFOSA, PFHxS, PFOA showed exponential declines after the year 2000; DF >90% for all analytes

Included initial method development and validation using spiked DBS samples

Pooled composite samples were 24 ×;6-mm diameter punches (~322 µL blood)

Ma 2013 [93]

PBDE congeners

51 pooled NDBS sample composites representing 1224 infants

Temporal biomonitoring (1997–2011)

PBDE exposure declined after 2004; DF 86%, 45%, and 43% for BDEs-47, -99, and -100, respectively. LOQs 0.003, 0.008, 0.008 ng/mL, respectively

Included initial method development and validation using spiked DBS samples

Pooled samples were equivalent to 24 ×;6-mm diameter DBS punches (~322 µL blood)

Ma 2014 [90]

PCBs and OCPs

51 pooled NDBS sample composites representing 1224 infants

Temporal biomonitoring (1997–2011)

PCBs and p,p’-DDE significantly declined from 1997 to 2001 with p,p’-DDE showing continued significant declines through 2011; >50% DF for 12 PCBs and 2 OCPs

Included initial method development and validation using spiked DBS samples

Pooled samples were equivalent to 24 × 6-mm diameter DBS punches (~322 µL blood)

Bell 2018 [94]

PFOS, PFOA, BPA

3111 NDBS samples (Upstate KIDS study, 2008–2010)

Longitudinal birth cohort study

PFOS, PFOA not associated with birth size independent of plurality; BPA negatively associated with birth size in twins. 99% DF for PFOS and 90% for BPA

Used DBS assay developed by Ma et al. (2013) [86]

Ghassabian 2018 [96]

PFOS, PFOA, BPA

788 NDBS samples (Upstate KIDS study, 2008–2010)

Longitudinal birth cohort study

Elevated PFOS related to behavioral difficulties; elevated PFOA related to difficulties in prosocial behavior. PFOS and PFOA had DF of 100%

Used DBS assay developed by Ma et al. (2013) [86]

Yeung 2019 [95]

PFOS, PFOA, BPA

3111 NDBS samples (Upstate KIDS study, 2008–2010)

Longitudinal birth cohort study

PFOS and PFOA associated with lower BMI at 3 years of age; postnatal BPA exposure may occur in the hospital

Used DBS assay developed by Ma et al. (2013) [86]

Robinson 2021 [97]

PFOS, PFOA, epigenetic alterations

597 NDBS samples (Upstate KIDS study, 2008–2010)

Cross-sectional

High concentrations of PFOA/PFOS were not clearly associated with significant epigenetic alterations

Used DBS assay developed by Ma et al. (2013) [86]

DNA was extracted from DBS samples

Bell 2019 [97]

PCBs, PBDE, p,p’-DDE

2065 NDBS samples (Upstate KIDS study, 2008–2010)

Cross-sectional

Elevated POPs were associated with an increased risk for large for gestational age and higher birth weight. >96% DF for DDE and many PCBs using pooled samples

Used DBS methods developed by Ma et al. (2014) [90] and Batterman and Chernyak (2014) [5, 87] DBS samples pooled for analyses

Gross 2020 [99]

OCPs, PBDEs, PFASs

98 NDBS samples (Starting Early Program RCT)

Nested case–control study

>94% DF for most analytes. Two PFASs associated with lower birth weight

Used DBS methods developed by Ma et al. (2013) [86] and Ma et al. (2014) [90]

  1. These studies primarily applied previously developed DBS assays to population-based studies and may contain components of both field and laboratory method development and validation.
  2. ASGM artisanal and gold mining, BPA bisphenol A, BDEbrominated diphenyl ethers, DF detection frequency, OCP organochlorine pesticides, p,p’-DDE p,p’-dichlorodiphenyldichloroethylene, PBDE polybrominated diphenyl ethers, PCBs polychlorinated biphenyl congeners, PFAS perfluoroalkyl substances, PFHxS perfluorohexane sulfonate, PFOA perfluorooctanoic acid, PFOSA perfluorooctane sulfonamide, PFNA perfluorononanoic acid, PFOS perfluorooctane sulfonic acid, RCT randomized controlled trial.