{"title":"Weighted and unweighted comorbidity burden for predicting three-year neurodevelopment in extremely preterm infants: A nationwide cohort study.","authors":"Shuji Ishida, Hidehiko Nakanishi, Izumi Iitsuka, Moe Matsuura, Yoshie Oosaki, Maki Iwai, Rika Sekiya, Kohei Kawada, Yukako Kosaka, Ayano Yamaguchi, Mari Ooka","doi":"10.1038/s41372-026-02873-w","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>To compare the prognostic utility of unweighted morbidity counts and weighted morbidity scores for predicting neurodevelopmental outcomes at 3 years in extremely preterm infants.</p><p><strong>Study design: </strong>This retrospective cohort study used data from the Neonatal Research Network of Japan and included infants born at <28 weeks' gestation. Neurodevelopment at 3 years was assessed using developmental quotient and cerebral palsy. Cumulative morbidity burden was quantified using unweighted morbidity counts and weighted morbidity scores derived from log-odds ratios for severe impairment. Inverse probability weighting addressed incomplete follow-up.</p><p><strong>Results: </strong>Both unweighted morbidity counts and weighted morbidity scores were significantly associated with adverse neurodevelopmental outcomes. Unweighted morbidity counts demonstrated higher sensitivity for identifying any adverse outcome, whereas weighted morbidity scores showed high specificity (0.94) for severe impairment.</p><p><strong>Conclusion: </strong>Unweighted morbidity counts and weighted morbidity scores provide complementary prognostic information and may improve risk stratification, follow-up prioritization, and family counseling for extremely preterm infants.</p>","PeriodicalId":16690,"journal":{"name":"Journal of Perinatology","volume":" ","pages":""},"PeriodicalIF":2.3000,"publicationDate":"2026-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Perinatology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1038/s41372-026-02873-w","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"OBSTETRICS & GYNECOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Objective: To compare the prognostic utility of unweighted morbidity counts and weighted morbidity scores for predicting neurodevelopmental outcomes at 3 years in extremely preterm infants.
Study design: This retrospective cohort study used data from the Neonatal Research Network of Japan and included infants born at <28 weeks' gestation. Neurodevelopment at 3 years was assessed using developmental quotient and cerebral palsy. Cumulative morbidity burden was quantified using unweighted morbidity counts and weighted morbidity scores derived from log-odds ratios for severe impairment. Inverse probability weighting addressed incomplete follow-up.
Results: Both unweighted morbidity counts and weighted morbidity scores were significantly associated with adverse neurodevelopmental outcomes. Unweighted morbidity counts demonstrated higher sensitivity for identifying any adverse outcome, whereas weighted morbidity scores showed high specificity (0.94) for severe impairment.
Conclusion: Unweighted morbidity counts and weighted morbidity scores provide complementary prognostic information and may improve risk stratification, follow-up prioritization, and family counseling for extremely preterm infants.
期刊介绍:
The Journal of Perinatology provides members of the perinatal/neonatal healthcare team with original information pertinent to improving maternal/fetal and neonatal care. We publish peer-reviewed clinical research articles, state-of-the art reviews, comments, quality improvement reports, and letters to the editor. Articles published in the Journal of Perinatology embrace the full scope of the specialty, including clinical, professional, political, administrative and educational aspects. The Journal also explores legal and ethical issues, neonatal technology and product development.
The Journal’s audience includes all those that participate in perinatal/neonatal care, including, but not limited to neonatologists, perinatologists, perinatal epidemiologists, pediatricians and pediatric subspecialists, surgeons, neonatal and perinatal nurses, respiratory therapists, pharmacists, social workers, dieticians, speech and hearing experts, other allied health professionals, as well as subspecialists who participate in patient care including radiologists, laboratory medicine and pathologists.