TY - JOUR
T1 - Novel Risk Score for Fetuses with Congenital Diaphragmatic Hernia Based on Ultrasound Findings
AU - Terui, Keita
AU - Nagata, Kouji
AU - Hayakawa, Masahiro
AU - Okuyama, Hiroomi
AU - Amari, Shoichirou
AU - Yokoi, Akiko
AU - Masumoto, Kouji
AU - Urushihara, Naoto
AU - Okazaki, Tadaharu
AU - Inamura, Noboru
AU - Toyoshima, Katsuaki
AU - Uchida, Keiichi
AU - Furukawa, Taizo
AU - Okawada, Manabu
AU - Sato, Yasunori
AU - Usui, Noriaki
N1 - Funding Information:
This study was funded by the Ministry of Health, Labor, and Welfare of Japan (Grant/Award Number: “H24-Nan-chi-Ippan-034”).
Publisher Copyright:
© 2020 Georg Thieme Verlag KG Stuttgart New York.
PY - 2020/2/1
Y1 - 2020/2/1
N2 - Introduction We aimed to establish and validate a risk score for fetuses with congenital diaphragmatic hernia (CDH) using only prenatal ultrasound findings. Material and Methods Derivation (2011-2016, n = 350) and validation (2006-2010, n = 270) cohorts were obtained from a Japanese CDH study group database. Using a logistic regression analysis, we created a prediction model and weighted scoring system from the derivation dataset and calculated the odds ratio of an unsatisfactory prognosis (death within 90 days of life or hospitalization duration exceeding 180 days). Five adverse prognostic factors obtained using prenatal ultrasound, including an observed/expected lung area-to-head circumference ratio (o/eLHR) <25%, liver herniation occupying more than one-third of the thoracic space, thoracic stomach, right-side CDH, and severe malformations, were used as predictors. The obtained model was validated using the validation cohort. Results The unsatisfactory prognosis prediction model was obtained based on the adjusted odds ratios. The C statistics of the model were 0.83 and 0.80 in the derivation and validation datasets, respectively. The five variables were weighted proportionally to their adjusted odds ratios for an unsatisfactory prognosis (o/eLHR <25%, 1 point; liver herniation occupying more than one-third of the thoracic space, 1 point; thoracic stomach, 1 point; right-side CDH, 2 points; and severe malformations, 3 points). Unsatisfactory prognosis rates for the low- (0-2 points), intermediate- (3-5 points), and high-risk (6-8 points) groups were 17, 46, and 100%, respectively (p < 0.001), in the validation cohort. Conclusion Our simple risk score effectively predicted the prognosis of fetuses with CDH.
AB - Introduction We aimed to establish and validate a risk score for fetuses with congenital diaphragmatic hernia (CDH) using only prenatal ultrasound findings. Material and Methods Derivation (2011-2016, n = 350) and validation (2006-2010, n = 270) cohorts were obtained from a Japanese CDH study group database. Using a logistic regression analysis, we created a prediction model and weighted scoring system from the derivation dataset and calculated the odds ratio of an unsatisfactory prognosis (death within 90 days of life or hospitalization duration exceeding 180 days). Five adverse prognostic factors obtained using prenatal ultrasound, including an observed/expected lung area-to-head circumference ratio (o/eLHR) <25%, liver herniation occupying more than one-third of the thoracic space, thoracic stomach, right-side CDH, and severe malformations, were used as predictors. The obtained model was validated using the validation cohort. Results The unsatisfactory prognosis prediction model was obtained based on the adjusted odds ratios. The C statistics of the model were 0.83 and 0.80 in the derivation and validation datasets, respectively. The five variables were weighted proportionally to their adjusted odds ratios for an unsatisfactory prognosis (o/eLHR <25%, 1 point; liver herniation occupying more than one-third of the thoracic space, 1 point; thoracic stomach, 1 point; right-side CDH, 2 points; and severe malformations, 3 points). Unsatisfactory prognosis rates for the low- (0-2 points), intermediate- (3-5 points), and high-risk (6-8 points) groups were 17, 46, and 100%, respectively (p < 0.001), in the validation cohort. Conclusion Our simple risk score effectively predicted the prognosis of fetuses with CDH.
KW - congenital diaphragmatic hernia
KW - fetus
KW - morbidity
KW - prognosis
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U2 - 10.1055/s-0039-1698768
DO - 10.1055/s-0039-1698768
M3 - Article
C2 - 31600805
AN - SCOPUS:85081208377
SN - 0939-7248
VL - 30
SP - 51
EP - 58
JO - European Journal of Pediatric Surgery
JF - European Journal of Pediatric Surgery
IS - 1
ER -