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Chinese Journal of Breast Disease(Electronic Edition) ›› 2023, Vol. 17 ›› Issue (05): 272-276. doi: 10.3877/cma.j.issn.1674-0807.2023.05.003

• Original Article • Previous Articles     Next Articles

Influencing factors of lactational mastitis in primiparas and construction of risk model

Sisi Wang, Jing Jin, Jie Wang()   

  1. Department of Obstetrics, Affiliated Hospital of Yangzhou University, Yangzhou 225000, China
  • Received:2023-02-21 Online:2023-10-01 Published:2023-11-30
  • Contact: Jie Wang

Abstract:

Objective

To analyze the risk factors of lactational mastitis (LM) in primiparas and build a risk prediction model of nomogram.

Methods

The clinical data of 186 primiparas who delivered their baby in our hospital from June 2021 to June 2022 were retrospectively analyzed, and the incidence of LM in primiparas was statistically analyzed. The logistic regression analysis was applied to find the risk factors of LM in primiparas. The R3.6.3 software was applied to construct the nomogram for predicting LM in primiparas, and the receiver operating characteristic (ROC) curve and calibration curve were used to verify the nomogram.

Results

Among 186 primiparas in lactation period, 42 patients developed mastitis, with an incidence of 22.6% (42/186). Logistic regression analysis showed that breast trauma history (OR=9.470, 95%CI: 3.450-25.996, P<0.001), milk stasis (OR=8.734, 95%CI: 3.241-23.534, P<0.001), cracked nipple (OR=5.540, 95%CI: 1.949-15.743, P=0.001) and abnormal lingual frenulum in infants (OR=7.121, 95%CI: 2.673-18.975, P<0.001) were independent risk factors for LM in primiparas. The area under the ROC curve was 0.867 (95%CI: 0.804-0.930). The slope of calibration curve was close to 1 (goodness-of-fit test: χ2=7.910, P=0.341).

Conclusion

The primiparas with breast trauma history, milk stasis, cracked nipples and infants with abnormal lingual frenulum are in high risk of LM. The nomogram based on these four factors can provide guidance for clinical prediction of LM in primiparas and implementation of corresponding interventions.

Key words: Lactation, Mastitis, Risk factors, Nomograms

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