TY - JOUR
T1 - Integrative Analysis of MicroRNA and mRNA Sequencing Data Identifies Novel Candidate Genes and Pathways for Developmental Dysplasia of Hip
AU - Cheng, Bolun
AU - Jia, Yumeng
AU - Wen, Yan
AU - Hou, Weikun
AU - Xu, Ke
AU - Liang, Chujun
AU - Cheng, Shiqiang
AU - Liu, Li
AU - Chu, Xiaomeng
AU - Ye, Jing
AU - Yao, Yao
AU - Zhang, Feng
AU - Xu, Peng
N1 - Publisher Copyright:
© The Author(s) 2021.
PY - 2021/12
Y1 - 2021/12
N2 - Objective: Our aim is to explore the candidate pathogenesis genes and pathways of developmental dysplasia of hip (DDH). Design: Proliferating primary chondrocytes from hip cartilage were used for total RNA extraction including 5 DDH patients and 5 neck of femur fracture (NOF) subjects. Genome-wide mRNA and microRNA (miRNA) were then sequenced on the Illumina platform (HiSeq2500). Limma package was used for difference analysis of mRNA expression profiles. edgeR was used for difference analysis of miRNA expression profiles. miRanda was used to predict miRNA-target genes. The overlapped DDH associated genes identified by mRNA and miRNA integrative analysis were further compared with the differently expressed genes in hip osteoarthritis (OA) cartilage. Results: Differential expression analysis identified 1,833 differently expressed mRNA and 186 differently expressed miRNA for DDH. Integrative analysis of mRNA and miRNA expression profiles identified 175 overlapped candidate genes (differentially expressed genes, DEGs) for DDH, such as VWA1, TMEM119, and SCUBE3. Further gene ontology enrichment analysis detected 111 candidate terms for DDH, such as skeletal system morphogenesis (P = 4.92 × 10−5) and skeletal system development (P = 8.85 × 10−5). Pathway enrichment analysis identified 14 candidate pathways for DDH, such as Hedgehog signaling pathway (P = 4.29 × 10−5) and Wnt signaling pathway (P = 4.42 × 10−2). Among the identified DDH associated candidate genes, we also found some genes were detected in hip OA including EFNA1 and VWA1. Conclusions: We identified multiple novel candidate genes and pathways for DDH, providing novel clues for understanding the molecular mechanism of DDH.
AB - Objective: Our aim is to explore the candidate pathogenesis genes and pathways of developmental dysplasia of hip (DDH). Design: Proliferating primary chondrocytes from hip cartilage were used for total RNA extraction including 5 DDH patients and 5 neck of femur fracture (NOF) subjects. Genome-wide mRNA and microRNA (miRNA) were then sequenced on the Illumina platform (HiSeq2500). Limma package was used for difference analysis of mRNA expression profiles. edgeR was used for difference analysis of miRNA expression profiles. miRanda was used to predict miRNA-target genes. The overlapped DDH associated genes identified by mRNA and miRNA integrative analysis were further compared with the differently expressed genes in hip osteoarthritis (OA) cartilage. Results: Differential expression analysis identified 1,833 differently expressed mRNA and 186 differently expressed miRNA for DDH. Integrative analysis of mRNA and miRNA expression profiles identified 175 overlapped candidate genes (differentially expressed genes, DEGs) for DDH, such as VWA1, TMEM119, and SCUBE3. Further gene ontology enrichment analysis detected 111 candidate terms for DDH, such as skeletal system morphogenesis (P = 4.92 × 10−5) and skeletal system development (P = 8.85 × 10−5). Pathway enrichment analysis identified 14 candidate pathways for DDH, such as Hedgehog signaling pathway (P = 4.29 × 10−5) and Wnt signaling pathway (P = 4.42 × 10−2). Among the identified DDH associated candidate genes, we also found some genes were detected in hip OA including EFNA1 and VWA1. Conclusions: We identified multiple novel candidate genes and pathways for DDH, providing novel clues for understanding the molecular mechanism of DDH.
KW - developmental dysplasia of hip
KW - genome-wide analysis
KW - hip osteoarthritis
KW - mRNA sequencing
KW - small RNA sequencing
UR - https://www.scopus.com/pages/publications/85100465054
U2 - 10.1177/1947603521990859
DO - 10.1177/1947603521990859
M3 - 文章
C2 - 33522290
AN - SCOPUS:85100465054
SN - 1947-6035
VL - 13
SP - 1618S-1626S
JO - Cartilage
JF - Cartilage
IS - 2_suppl
ER -