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. 2021 Sep 24;29(2):306–320. doi: 10.1093/jamia/ocab184

Table 1.

Risk factors for preterm birth

Risk factor Clinical phenotype Evidence level
Sociodemographic
 Age27 NA NA
 Maternal race15 NA NA
 Paternal race28 NA NA
 Maternal ethnicity29 NA NA
 Paternal ethnicity28 NA NA
 Education level30 NA NA
 Household income31 NA NA
 Employment status32,33 NA NA
 Insurance status31 NA NA
 Marital status30 NA NA
 Body mass index15 NA NA
Clinical
Syphilis,34 hepatitis,35 gonorrhea,35 chlamydia,35 trichomonas,35 HSV,36 or GBS37 in current gestation Infection/inflammation Possible
Urinary tract infection or asymptomatic bacteriuria35 Infection/inflammation Possible
Kidney infection35 Infection/inflammation Possible
Pyelonephritis35 Infection/inflammation Possible
Chorioamnionitis35 Infection/inflammation Moderate
Vaginal bleeding35 Decidual hemorrhage Possible
Nonreassuring fetal heart tones, or fetal tachycardia35 Decidual hemorrhage Moderate (when together with vaginal bleeding)
Placenta previa35 Decidual hemorrhage Possible
Abruption35 Decidual hemorrhage Moderate
History of cervical conization procedure35 Cervical insufficiency Possible
History of loop electro-excision procedure35 Cervical insufficiency Possible
Short cervix15 Cervical insufficiency None to strong depending on measures
Funneling or hourglass membranes35 Cervical insufficiency Moderate (when together with short cervix)
Uterine fibroids35 Uterine distension Possible
Low amniotic fluid index35 Placental dysfunction Moderate
Preeclampsia or eclampsia15 Placental dysfunction Moderate for mild, strong for severe preeclampsia and eclampsia
Diabetes38 Maternal comorbidities Strong
Gestational diabetes in the current gestation39 Maternal comorbidities Moderate
Chronic hypertension40 Maternal comorbidities Strong
Cardiac,40a renal,35 autoimmune,41 pulmonary condition,35 anemia,42a or history of seizures35 Maternal comorbidities Moderate
Family history43 Family history None to strong depending on the degree of relatives and preterm delivery subtype
Stress, anxiety, or depression44 Maternal stress None to strong depending on survey responses
IUGR15a Placental dysfunction Moderate
Newly identified fetal anomalies45 Placental dysfunction Possible
Motor vehicle accident in current pregnancy35 Decidual hemorrhage Possible
Analytes
PAPP-A46,47a Placental dysfunction Possible when <0.52 MOM47
hCG48a Placental dysfunction Possible when >50 mIU/mL48
AFP49a Placental dysfunction Possible when >2.5 MOM50
uEstriol51a Placental dysfunction Possible when >2.6 ng52
Inhibin-A53a Placental dysfunction Possible when >2.25 MOM53
Obstetric history
Number of previous deliveries54 NA NA
Number of previous abortions55 NA NA
Time since the last pregnancy16 NA NA
Previous birth weight56 NA NA
Previous caesarean section57 NA NA
Previous preeclampsia or gestational hypertension56a Placental dysfunction Possible
IUGR in previous pregnancy58a Placental dysfunction Possible
Previous oligohydramnios59a Placental dysfunction Possible
Maternal medical condition in previous pregnancy35a Maternal comorbidities Possible
Previous gestational diabetes60a Maternal comorbidities Possible
Previous placental abruption56a Placental dysfunction Possible

Risk factors for preterm birth are listed in the first column. Clinical phenotype and the level of evidence that a risk factor provides for the phenotype are also presented where applicable. Phenotype mapping was done with the phenotyping tool derived from the study by Manuck et al35 and expanded in this work. NA in the clinical phenotype and evidence level columns corresponds to the risk factors that were not mapped to any phenotype and were themselves final variables included in the model.

AFP: alpha-fetoprotein; GSB: group B Streptococcus; hCG: human chorionic gonadotropin; HSV: herpes simplex virus; IUGR: intrauterine growth restriction; MOM: multiple of the median of normal pregnancies; PAPP-A: pregnancy-associated plasma protein A.

a

New risk factors added by the clinical expert.