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. 2019 Nov;33(9):e22998.
doi: 10.1002/jcla.22998. Epub 2019 Aug 20.

Circulating plasma circular RNAs as novel diagnostic biomarkers for congenital heart disease in children

Affiliations

Circulating plasma circular RNAs as novel diagnostic biomarkers for congenital heart disease in children

Jinhuan Wu et al. J Clin Lab Anal. 2019 Nov.

Abstract

Objective: The diagnostic value of circulating circular RNAs (circRNAs) has received more and more attention. However, little has been reported about their potential in the diagnosis of congenital heart diseases (CHD). In this study, we explored differential expression of circRNAs from children with CHD to evaluate their potential as clinical biomarkers.

Methods: We established a discovery cohort (four CHD cases; four matched healthy controls) and a validation cohort (40 CHD cases; 40 matched healthy controls). Microarray expression analysis was performed on the discovery set to identify candidate circRNAs. Candidates were further validated in the validation set. The diagnostic accuracy of circRNAs was determined by receiver operating characteristic (ROC) analysis. Gene ontology (GO), pathway, and network analysis were performed to predict a network of circRNA/miRNA and target mRNAs related to CHD.

Results: The top seven significantly differentially expressed CHD-associated circRNAs were validated by RT-PCR as follows: hsa_circRNA_004183, hsa_circRNA_079265, hsa_circRNA_105039, hsa_circRNA_404686, hsa_circRNA_101050, hsa_circRNA_100787, and hsa_circRNA_101328. Three significantly down-regulated circRNAs (hsa_circRNA_004183, hsa_circRNA_079265, and hsa_circRNA_105039) were identified with area under curve (AUC) values of 0.758, 0.809, and 0.907, respectively; the combination had an AUC of 0.965. An interaction network was constructed by 43 circRNAs, 9 miRNAs, and 29 mRNAs, which involved in heart development.

Conclusions: We identified three circRNAs under-expressed in plasma from children with CHD. These circRNAs may be crucial in the development of CHD and may serve as novel non-invasive biomarkers for the diagnosis of CHD in children.

Keywords: biomarkers; circular RNAs; congenital heart diseases; diagnosis.

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Conflict of interest statement

The authors declare no conflicts of interest regarding the publication of this article.

Figures

Figure 1
Figure 1
Differential expression of circular RNAs (circRNAs). (A) The scatter plot is a visualization method used for assessing the variation in circRNA expression. The values corresponding to the X‐axis and Y‐axis in the scatter plot are the normalized signal values of the samples (log2 scaled). The green lines indicate fold changes. The circRNAs above the top green line and below the bottom green line indicate more than 2.0‐fold changes between the two groups. (B) Volcano plots were constructed using fold‐change values and P‐values. The vertical lines correspond to 2.0‐fold over‐ and under‐expression between two groups, and the horizontal line represents a threshold P‐value. The red points in the plot represent significantly differentially expressed circRNAs (P < .05)
Figure 2
Figure 2
Gene ontology (GO) and subcellular locations of differentially expressed circular RNAs (circRNAs). GO analysis enrichment of (A) biological processes, (B) cellular components (C) molecular functions; (D) Pathways corresponding to under‐expressed circRNA transcripts. The bar graph shows the top enrichment score value of the significantly enriched pathway
Figure 3
Figure 3
The expression levels of circular RNAs (circRNAs) in cases with congenital heart diseases (CHD) and healthy controls. Expression histogram (A) plasma hsa_circRNA_004183, (B) plasma hsa_circRNA_079265, and (C) plasma hsa_circRNA_105039. *P < .05
Figure 4
Figure 4
Receiver operating characteristic (ROC) curves for three candidate circular RNAs (circRNAs). (A) hsa_circRNA_004183, (B) hsa_circRNA_079265, (C) hsa_circRNA_105039; (D) receiver operating characteristic (ROC) curve for all three circRNAs combined
Figure 5
Figure 5
Potential microRNAs targeted by circular RNAs (circRNAs). (A) The potential miRNA targets of hsa_circ_105039 include hsa‐miR‐20b‐5p, hsa‐miR‐17‐5p, and hsa‐miR‐197‐3p. (B) The potential miRNA target of hsa_circ_079265 is hsa‐miR‐328‐5p
Figure 6
Figure 6
Circular RNAs (circRNAs)‐miRNA‐mRNA interaction network. The network consists of 9 nodes (genes). In the circRNA‐miRNA‐mRNA network, the inverted triangles represent circRNAs, circles represent mRNAs, and rhombuses represent miRNAs. An interaction between two factors is represented by one edge

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References

    1. Zhang W, Chen D, Xu Y, et al. Mortality rate for children under 5 years of age in Zhejiang Province, China from 1997 to 2012. PLoS ONE. 2015;10:e0127770. - PMC - PubMed
    1. Larsen SH, Emmertsen K, Johnsen SP, Pedersen J, Hjortholm K, Hjortdal VE. Survival and morbidity following congenital heart surgery in a population‐basedcohort of children–up to 12 years of follow‐up. Congenit Heart Dis. 2011;6:322‐329. - PubMed
    1. Hu Z, Yuan X, Rao K, Zheng Z, Hu S. National trend in congenital heart diseasemortality in China during 2003 to 2010: a population‐based study. J Thorac Cardiovasc Surg. 2014;148:596‐602. - PubMed
    1. Zhuang J. The continuing challenge of congenital heart disease in China. J Thorac Cardiovasc Surg. 2015;150:738. - PubMed
    1. Holland BJ, Myers JA, Woods CR Jr. Prenatal diagnosis of critical congenitalheart disease reduces risk of death from cardiovascular compromise prior toplanned neonatal cardiac surgery: a meta‐analysis. Ultrasound Obstet Gynecol. 2015;45:631‐638. - PubMed

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