Diagnostic capacity of miRNAs in neonatal sepsis: a systematic review and meta-analysis

Abstract

Background

Neonatal sepsis is the third leading cause of mortality during the neonatal period, with manifestations atypical and obscure. But the gold standard-blood culture test, requiring 3–5 days, makes it difficult to unveil the final pathogen and leads to the increasing ratio of false-negative results. The empirical method is consulting traditional biomarkers, such as procalcitonin (PCT), C-reactive protein (CRP), and white blood cell count. However, they are not specific for neonate in diagnostic capacity, especially for infants within three days after delivery, so more novel biomarkers are urgently needed to assist diagnosing neonatal sepsis. microRNAs (miRNAs) have been widely studied in recent years for their diagnostic and prognostic values in different diseases and we conducted a meta-analysis of miRNAs on the topic that whether they are potentially novel biomarkers in early detection of neonatal sepsis.

Objectives

The purpose of the study was to assess whether circulating miRNAs could be used as potential biomarkers for neonatal sepsis, including early and late-onset neonatal sepsis, then calculate their overall accuracy (OA) via meta-analysis.

Methods

PubMed, Cochrane Library, Embase, Web of Science, Scopus, and Ovid databases were retrieved; data cutoff for this analysis was 15 January 2023. Methodological quality assessment of included studies was performed through the Quality in Prognostic Studies tool. Corresponding 95% confidence interval (95%CI) was calculated to present miRNAs’ diagnostic value including the pooled sensitivity (Sen), specificity (Spe), positive or negative likelihood ratios (PLR or NLR), diagnostic odds ratio (DOR), and area under the curve (AUC). Differences in OA between the septic group and non-septic group were compared using Chi-square test.

Results

After identification, 16 records out of 11 selected articles were eligible for systematic review of miRNAs and four records for PCT; the case group for miRNAs included 945 neonatal sepsis cases; contrast group included 190 respiratory tract infections or pneumonia cases, 60 systemic inflammatory response syndrome (SIRS) cases and 559 healthy neonates. The pooled Sen, Spe, and DOR of miRNAs were 0.87 (95%CI 0.81–0.91), 0.79 (95%CI 0.71–0.85), and 24 (95%CI 12–50), respectively. The pooled Sen, Spe, and DOR of PCT were 0.92 (95%CI 0.83–0.96), 0.64 (95%CI 0.56–0.70), and 20 (95%CI, 7–56), respectively. The OA value of miRNAs was 80.38% and that of PCT was 77.36%, which were not statistically significant difference (p = .13) after the Chi-square test. In addition, no significant publication bias was indicated (p = .92).

Conclusions

Circulating miRNA levels could be applied as diagnostic biomarkers in neonatal sepsis.

Keywords:

• Neonatal sepsis
• miRNA
• diagnosis
• biomarker
• meta-analysis

Author contributions

Yihong Zhao: conceptualization, methodology, software, investigation, formal analysis, and writing – original draft. Ruqin Zhu: data curation. Xiaoyan Hu: conceptualization, supervision, and writing – review and editing.

Ethics statement

An ethics statement is not applicable because this study was based exclusively on published literature.

Disclosure statement

No potential conflict of interest was reported by the author(s).

Data availability statement

Data availability is not applicable to this article as no new data were created or analyzed in this study.

Additional information

Funding

There is no funding source for this meta-analysis.