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5079732 
Journal Article 
Menstrual cycle characteristics as determinants of plasma concentrations of perfluoroalkyl substances (PFASs) in the Norwegian Mother and Child Cohort (MoBa study) 
Singer, AB; Whitworth, KW; Haug, LS; Sabaredzovic, A; Impinen, A; Papadopoulou, E; Longnecker, MP 
2018 
Yes 
Environmental Research
ISSN: 0013-9351
EISSN: 1096-0953 
166 
78-85 
English 
INTRODUCTION: Perfluoroalkyl substances (PFASs) are fluorinated organic compounds that have been used in a variety of industrial and consumer applications. Menstruation is implicated as a possible route of elimination for PFASs in women. The overall purpose of this study was to examine menstrual cycle characteristics as determinants of plasma PFAS concentrations in women.

METHODS: Our study sample consisted of 1977 pregnant women from the Norwegian Mother and Child Cohort (MoBa) study. The women were asked about menstrual cycle regularity in the year before the pregnancy and typical menstrual cycle length as well as other demographic and reproductive characteristics in a questionnaire completed during the pregnancy. Blood samples were collected around 17-18 weeks gestation and PFAS concentrations were measured in plasma. We examined the association between menstrual cycle characteristics and seven PFASs (perfluorooctanoic acid (PFOA), perfluorononanoic acid (PFNA), perfluorodecanoic acid (PFDA), perfluoroundecanoic acid (PFUnDA), perfluorohexane sulfonate (PFHxS), perfluoroheptane sulfonate (PFHpS), and perfluorooctane sulfonate (PFOS)) using multiple linear regression, adjusted for age, pre-pregnancy body mass index, smoking, education, income, parity, oral contraceptive use, inter-pregnancy interval, and breastfeeding duration.

RESULTS: Irregular cycles were not associated with PFAS concentrations. Overall, we found no evidence of associations between menstrual cycle length and PFAS concentrations. In subgroup analyses we found some evidence, among parous women, of decreased PFHpS and PFOS with short menstrual cycles; we also found, among recent OC users (in the 12 months before the questionnaire) increased PFNA and PFUnDA with long cycle length. Limitations of our study include misclassification of menstrual cycle characteristics, small sample sizes in the sub-group analyses, and a lack of information on duration and volume of menses.

CONCLUSIONS: In the entire study sample, we found little evidence of menstrual cycle characteristics as determinants of PFAS concentrations. However, we observed some associations between cycle length and PFAS concentrations with some select PFAS compounds in subgroup analyses. 
Perfluoroalkyl substances; Menstrual; Irregularity; Cycle length; MoBa 
PFAS
• Additional PFAS (formerly XAgency)
     Literature Search November 2019
          Other Sources
               TEDX
     Screened Studies
          Excluded
               Exclude (TIAB)
• Expanded PFAS SEM (formerly PFAS 430)
     Litsearch: September 2019
          PubMed
          Web of Science
          Other Sources
               PFAS TOX Database
     Screened Studies
          Excluded
               Exclude (TIAB)
     Not prioritized for screening
     Perfluorooctane
• PFAS 150
     Literature Search Update December 2020
          PubMed
          WOS
     Literature Search August 2019
          PubMed
          Web of Science
          Other sources
               PFAS TOX Database
     Screened Studies
          Included
               Include (TIAB)
               Include (Full Text)
     Ammonium perfluorooctanoate
     Perfluorinated compounds
     Perfluorodecanoic acid
     Perfluoroheptanesulfonic acid
     Perfluorohexanesulfonic acid
     Perfluorononanoic acid
     Perfluorooctane
     Perfluorooctanesulfonic acid
     Perfluorooctanoic acid
     Perfluoroundecanoic acid
• PFDA
     Literature Search Update 5/2019
          PubMed
     Scopus: April 2021
     June 2022 Pelch Database
     Literature Searches (through April 2023 update and post-public comment/peer review)a    
          Other
               Published PFAS SEMs
          Title & Abstract Screening
               Tagged as Supplemental
                    Full Text Screening
                         Studies Meeting PECO
                              Human health effects studies
• PFHxS
     Database searches
          Pubmed
          WOS
          Scopus
          Pelch PFAS SEM
     Inclusion
          TiAb
          Full Text
               Human Study
• PFNA
     PFNA Literature Search pre-2019
          WOS
     Literature Search
          Pubmed
          Toxline
          WOS
     PFNA May 2019 Update
          Pubmed
          Toxnet
          Web of Science
     Title and Abstract Screening
          Full Text Screening
               Studies Meeting PECO
                    Human health effects studies
     June 2022 Pelch Database
• PFOA (335-67-1) and PFOS (1763-23-1)
     Literature Search Update (2013-2019)
          PubMed
          WOS
• PFOA and PFOS OW MCLG Approaches
     Cited in White Papers