title: Proportion of Tubal Factor Infertility due to Chlamydia: Finite Mixture Modeling of Serum Antibody Titers.
abstract: In this study, we examined whether the proportion of tubal factor infertility (TFI) that is attributable to Chlamydia trachomatis, the population excess fraction (PEF), can be estimated from serological data using finite mixture modeling. Whole-cell inclusion immunofluorescence serum antibody titers were recorded among infertile women seen at St. Michael's Hospital in Bristol, United Kingdom, during the period 1985-1995. Women were classified as TFI cases or controls based on laparoscopic examination. Finite mixture models were used to identify the number of component titer distributions and the proportion of serum samples in each, from which estimates of PEF were derived. Four titer distributions were identified. The component at the highest titer was found only in samples from women with TFI, but there was also an excess of the second-highest titer component in TFI cases. Minimum and maximum estimates of the PEF were 28.0% (95% credible interval: 6.9, 50.0) and 46.8% (95% credible interval: 23.2, 64.1). Equivalent estimates based on the standard PEF formula from case-control studies were 0% and over 65%. Finite mixture modeling can be applied to serological data to obtain estimates of the proportion of reproductive damage attributable to C. trachomatis Further studies using modern assays in contemporary, representative populations should be undertaken.
authors.forename: A E
authors.initials: AE
authors.lastname: Ades
authors.forename: M J
authors.initials: MJ
authors.lastname: Price
authors.forename: D
authors.initials: D
authors.lastname: Kounali
authors.forename: V A
authors.initials: VA
authors.lastname: Akande
authors.forename: G S
authors.initials: GS
authors.lastname: Wills
authors.forename: M O
authors.initials: MO
authors.lastname: McClure
authors.forename: P
authors.initials: P
authors.lastname: Muir
authors.forename: P J
authors.initials: PJ
authors.lastname: Horner
mesh_terms: D000907:Antibodies, Bacterial / Q000097:blood*; D016022:Case-Control Studies; D002690:Chlamydia Infections / Q000150:complications* / Q000175:diagnosis; D002692:Chlamydia trachomatis / Q000276:immunology / Q000302:isolation & purification; D005260:Female; D006801:Humans; D007247:Infertility, Female / Q000209:etiology*
chemical_list: D000907:Antibodies, Bacterial
keywords: Chlamydia trachomatis; antibody titers; finite mixture models; population excess fraction; tubal factor infertility