{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,11]],"date-time":"2026-05-11T18:10:38Z","timestamp":1778523038795,"version":"3.51.4"},"reference-count":25,"publisher":"Public Library of Science (PLoS)","issue":"5","license":[{"start":{"date-parts":[[2026,5,11]],"date-time":"2026-05-11T00:00:00Z","timestamp":1778457600000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["www.plosone.org"],"crossmark-restriction":false},"short-container-title":["PLoS One"],"abstract":"<jats:sec id=\"sec001\">\n                    <jats:title>Objective<\/jats:title>\n                    <jats:p>To investigate the association between the concentration of cell-free fetal DNA (cffDNA) in the first trimester and the risks of preterm birth (PTB) and low birth weight (LBW) in a large cohort.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"sec002\">\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>This study employed a propensity score matching (PSM) analysis to balance baseline characteristics between case and control groups. Univariate and multivariate logistic regression models were used to assess the association between cffDNA (analyzed in quartiles and as a binary variable) and the outcomes. Hierarchical regression models were built with progressive adjustment for confounders. Subgroup and threshold effect analyses were conducted to evaluate the consistency and nature of the associations.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"sec003\">\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>Before PSM, significant baseline differences were observed across multiple covariates. After 1:3 ratio PSM, 682 PTB cases were matched with 1,983 controls and 533 LBW cases with 1,579 controls, achieving statistical balance. For PTB, a consistent, significant inverse association was observed across all cffDNA quartiles. Higher cffDNA levels were associated with a reduced risk of PTB in all models, both before and after matching. For LBW, a significantinverse association was confined to the highest cffDNA quartile (Q4), indicating a threshold effect. Subgroup analyses confirmed the robustness of these associations across most demographic strata. Threshold analysis identified a significant inflection point for PTB risk both before and after PSM.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"sec004\">\n                    <jats:title>Conclusion<\/jats:title>\n                    <jats:p>Elevated cffDNA levels are significantly associated with a reduced risk of adverse pregnancy outcomes, but the relationship patterns differ. For preterm birth, the protection is graded across all cffDNA levels, while for low birth weight, it is a threshold effect evident only at the highest concentrations. These findings suggest cffDNA may serve as a biomarker of placental health and a useful tool for risk stratification.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1371\/journal.pone.0349018","type":"journal-article","created":{"date-parts":[[2026,5,11]],"date-time":"2026-05-11T17:29:11Z","timestamp":1778520551000},"page":"e0349018","update-policy":"https:\/\/doi.org\/10.1371\/journal.pone.corrections_policy","source":"Crossref","is-referenced-by-count":0,"title":["Association between first-trimester cell-free fetal DNA levels and the risk of preterm birth and low birth weight: A propensity score-matched cohort study"],"prefix":"10.1371","volume":"21","author":[{"given":"Xiaosa","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hui","family":"Shao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Junjiang","family":"Wu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-9852-7790","authenticated-orcid":true,"given":"Guofeng","family":"Yin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"340","published-online":{"date-parts":[[2026,5,11]]},"reference":[{"key":"pone.0349018.ref001","doi-asserted-by":"crossref","first-page":"162","DOI":"10.1016\/j.puhe.2024.10.029","article-title":"Global burden of neonatal preterm birth: A systematic analysis for the global burden of disease study 2019","volume":"238","author":"Q Hu","year":"2025","journal-title":"Public Health"},{"key":"pone.0349018.ref002","doi-asserted-by":"crossref","first-page":"1545857","DOI":"10.3389\/fped.2025.1545857","article-title":"Burden of low birth weight and short gestation from 1990-2021 and projection to 2050: assessment against 2030 malnutrition reduction targets","volume":"13","author":"B Jiang","year":"2025","journal-title":"Front Pediatr"},{"issue":"2","key":"pone.0349018.ref003","doi-asserted-by":"crossref","first-page":"103301","DOI":"10.1016\/j.arcmed.2025.103301","article-title":"Inflammation in Pregnancy: Key Drivers, Signaling Pathways and Associated Complications","volume":"57","author":"A Garc\u00eda-Morales","year":"2025","journal-title":"Arch Med Res"},{"issue":"1","key":"pone.0349018.ref004","doi-asserted-by":"crossref","first-page":"1084","DOI":"10.1186\/s12884-025-07799-3","article-title":"Possible relationships between placenta and serum asprosin levels and pregnancy and spontaneous preterm births","volume":"25","author":"C Gul","year":"2025","journal-title":"BMC Pregnancy Childbirth"},{"issue":"3","key":"pone.0349018.ref005","doi-asserted-by":"crossref","first-page":"1102","DOI":"10.1038\/s41390-025-03905-5","article-title":"Placental pathology is associated with lower quality fidgety movements in preterm infants","volume":"98","author":"AS Abrudan","year":"2025","journal-title":"Pediatr Res"},{"issue":"11","key":"pone.0349018.ref006","doi-asserted-by":"crossref","first-page":"2644","DOI":"10.1038\/s41588-025-02377-x","article-title":"Expanding the scope of non-invasive prenatal screening","volume":"57","author":"KE Stanley","year":"2025","journal-title":"Nat Genet"},{"issue":"9076","key":"pone.0349018.ref007","doi-asserted-by":"crossref","first-page":"485","DOI":"10.1016\/S0140-6736(97)02174-0","article-title":"Presence of fetal DNA in maternal plasma and serum","volume":"350","author":"YM Lo","year":"1997","journal-title":"Lancet"},{"issue":"23","key":"pone.0349018.ref008","doi-asserted-by":"crossref","first-page":"2282","DOI":"10.1056\/NEJMc1812266","article-title":"Sequencing of Circulating Cell-free DNA during Pregnancy","volume":"379","author":"JM Hoskovec","year":"2018","journal-title":"N Engl J Med"},{"issue":"2","key":"pone.0349018.ref009","doi-asserted-by":"crossref","DOI":"10.1016\/j.ajog.2023.12.008","article-title":"Fetal fraction of cell-free DNA in noninvasive prenatal testing and adverse pregnancy outcomes: a nationwide retrospective cohort study of 56,110 pregnant women","volume":"231","author":"EC Becking","year":"2024","journal-title":"Am J Obstet Gynecol"},{"issue":"6393","key":"pone.0349018.ref010","doi-asserted-by":"crossref","first-page":"1133","DOI":"10.1126\/science.aar3819","article-title":"Noninvasive blood tests for fetal development predict gestational age and preterm delivery","volume":"360","author":"TTM Ngo","year":"2018","journal-title":"Science"},{"issue":"2","key":"pone.0349018.ref011","doi-asserted-by":"crossref","DOI":"10.1016\/j.ajog.2016.02.009","article-title":"Cell-free DNA fetal fraction and preterm birth","volume":"215","author":"L Dugoff","year":"2016","journal-title":"Am J Obstet Gynecol"},{"issue":"3","key":"pone.0349018.ref012","doi-asserted-by":"crossref","first-page":"719","DOI":"10.1097\/01.AOG.0000444440.96486.61","article-title":"Female age-related fertility decline. 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