| Literature DB >> 33955043 |
Yu-An Hu1, Yan Zhu2, Guorui Liu1, Xinyue Yao1, Xiaoling Yan1, Yang Yang1, Weiping Wang1, Xiaoping Zou2, Xiaojun Li1.
Abstract
BACKGROUND: Circular RNAs (circRNAs) are involved in various diseases and serve as biomarkers. The present study aimed to investigate unique expression profiles of circRNAs in colon tissues of Crohn's disease (CD) and search novel biomarkers for the diagnosis.Entities:
Keywords: Crohn's disease; bioinformatics analysis; circular RNAs; microarray
Mesh:
Substances:
Year: 2021 PMID: 33955043 PMCID: PMC8183921 DOI: 10.1002/jcla.23788
Source DB: PubMed Journal: J Clin Lab Anal ISSN: 0887-8013 Impact factor: 2.352
Clinical characteristics of patients
| Microarray cohort | Validation cohort | |||||
|---|---|---|---|---|---|---|
| CD | UC | HC | CD | UC | HC | |
| n | 4 | 4 | 4 | 30 | 20 | 32 |
| Sex, n (M/F) | 2/2 | 3/1 | 2/2 | 17/13 | 9/11 | 21/11 |
| Age (years) | 39.25 ± 3.88 | 47.18 ± 3.81 | 46.00 ± 2.74 | 36.27 ± 12.55 | 42.20 ± 10.68 | 42.63 ± 7.01 |
Abbreviations: CD, Crohn´s disease; HC, healthy control; UC, ulcerative colitis.
The sequences of primers used in RT‐PCR for validation
| Target ID | Primers sequence | Product size(bp) |
|---|---|---|
| β‐actin | F:5′ GTGGCCGAGGACTTTGATTG3′ | 73 |
| R:5′ CCTGTAACAACGCATCTCATATT3′ | ||
| hsa_circ_0067185 | F:5′ CTCTCTCGGAATAAGACAGAGGG3′ | 78 |
| R:5′ AGCTCTTCATAGCGGCCACT3′ | ||
| hsa_circ_0001666 | F:5′ CTGCCTAGCTGTCAAGGAGTGG3′ | 102 |
| R:5′ TCCGGGAAAGGATCTGGAATG3′ | ||
| hsa_circ_0002003 | F:5′ GAAAGTTCTCTTCACCAAGGAG3′ | 99 |
| R:5′ AGTCTTTCTGCTAGTCCACCTC3′ | ||
| hsa_circ_0027774 | F:5′ GAAGTTATGGAGTCCTATGAAGTTG3′ | 66 |
| R:5′ GTCTGTTTGAACTTTTGCTTGAT3′ | ||
| hsa_circ_0005043 | F:5′ CCTTTGCCCAGGATGTTCG3′ | 75 |
| R:5′ CACAGATGCTGAACTCACAGGTG3′ | ||
| hsa_circ_0028912 | F:5′ TTCTGCGTTGGGAGTCTGGA3′ | 70 |
| R:5′ GGAATGTGGACTTCTGGGTCTG3′ | ||
| hsa_circ_0040994 | F:5′ CGTCACATCTGACCTCAAATGA3′ | 114 |
| R:5′ CAAGTGGAAGAACTGCTCGC3′ | ||
| hsa_circ_0004183 | F:5′ GTCCATTCCACGAGGTTCTC3′ | 112 |
| R:5′ CCTCTGACGCAGGGTTTC3′ | ||
| hsa_circ_0037274 | F:5′ AGCTGCCAGTTACTGAGTCGTG3′ | 67 |
| R:5′ GTCACCGATGAGCTGCTTGTT3′ | ||
| hsa_circ_0062142 | F:5′ TCGCCCGTAGTTTTGTTTCT3′ | 124 |
| R:5′ TTTCTTAATCTTGCTGCTGCAC3′ |
Abbreviations: F, Forward; R, Reverse.
FIGURE 1Overview of the microarray results. (A) Heat map of the circRNA microarray profiles. The expression of circRNAs was hierarchically clustered on the y‐axis, and tissue samples were hierarchically clustered on the x‐axis. Green indicated lower expression levels and red presented higher expression levels. (B) The volcano plots showing differentially expressed circRNAs. The green vertical line represented twofold changes, while the horizontal line marked a p value of 0.05. (C) Scatter plots of differentially expressed circRNAs. CircRNAs above and below the border green line were expressed more than twofold changes. (D) Venn diagram summarizing differentially expressed circRNAs shared by groups. Group A: UC, Group B: CD, Group C: healthy controls
Top 10 upregulated and downregulated circRNAs in CD patients compared with UC patients screened by microarray analysis
| circRNA (hsa_circRNA_) | Alias (hsa_circ_) | Fold change |
| FDR | Regulation | circRNA_type | chr | Best_transcript | GeneSymbol |
|---|---|---|---|---|---|---|---|---|---|
| 004183 | 0004183 | 7.21 | 0.020 | 0.2797 | Up | Exonic | chr10 | NM_018027 | FRMD4A |
| 405324 | 4.35 | 0.000 | 0.0264 | Up | Sense overlapping | chr15 | NM_020759 | STARD9 | |
| 000629 | 0000775 | 3.98 | 0.000 | 0.0612 | Up | Intronic | chr17 | ENST00000339151 | KIF18B |
| 051907 | 0051907 | 3.90 | 0.000 | 0.0654 | Up | Sense overlapping | chr19 | NM_001015 | RPS11 |
| 102207 | 0045881 | 3.86 | 0.001 | 0.0895 | Up | Exonic | chr17 | NM_001010982 | AFMID |
| 103107 | 0061251 | 3.82 | 0.002 | 0.1154 | Up | Exonic | chr21 | uc002yis.1 | TPTE |
| 101911 | 0040994 | 3.66 | 0.000 | 0.0456 | Up | Exonic | chr16 | NM_000135 | FANCA |
| 091419 | 0091419 | 3.59 | 0.013 | 0.2402 | Up | Exonic | chrX | ENST00000361575 | RPL39 |
| 406821 | 3.55 | 0.048 | 0.3969 | Up | Exonic | chr6 | NM_032131 | ARMC2 | |
| 406309 | 3.43 | 0.010 | 0.2102 | Up | Intronic | chr3 | ENST00000421999 | CMSS1 | |
| 102838 | 0056856 | 12.11 | 0.011 | 0.2175 | Down | Exonic | chr2 | NM_000888 | ITGB6 |
| 404595 | 11.47 | 0.011 | 0.2193 | Down | Intronic | chr1 | ENST00000295688 | CCT3 | |
| 066596 | 0066596 | 9.80 | 0.018 | 0.2692 | Down | Exonic | chr3 | NM_005233 | EPHA3 |
| 001350 | 0000253 | 9.68 | 0.024 | 0.2989 | Down | Intronic | chr10 | NR_047681 | BLNK |
| 400027 | 0092367 | 9.31 | 0.040 | 0.3741 | Down | Intronic | chr15 | uc001yxh.1 | SNURF‐SNRPN |
| 003997 | 0003997 | 7.92 | 0.017 | 0.2652 | Down | Exonic | chr11 | NM_024769 | CLMP |
| 400961 | 7.83 | 0.013 | 0.2358 | Down | Exonic | chr12 | NM_005653 | TFCP2 | |
| 001405 | 0001167 | 7.59 | 0.030 | 0.3342 | Down | Intronic | chr20 | ENST00000371941 | PREX1 |
| 000781 | 0000223 | 7.40 | 0.031 | 0.3377 | Down | Intronic | chr10 | ENST00000377524 | STAM |
| 404567 | 7.05 | 0.037 | 0.3614 | Down | Exonic | chr1 | NM_006608 | PHTF1 |
CircRNAs were selected by their Fold change (≥2) andp‐value (<0.05).
Abbreviations: CD, Crohn disease; Chr, chromosome; circRNA, circular RNA; FDR, false discovery rate; UC, ulcerative colitis.
Top 10 upregulated and downregulated circRNAs in CD patients compared with HC screened by microarray analysis
| circRNA (hsa_circRNA_) | Alias (hsa_circ_) | Fold change |
| FDR | Regulation | circRNA_type | chr | Best_transcript | GeneSymbol |
|---|---|---|---|---|---|---|---|---|---|
| 001729 | 0000691 | 7.70 | 0.048 | 0.3553 | Up | Antisense | chr16 | NM_014699 | ZNF646 |
| 104270 | 0001666 | 4.99 | 0.016 | 0.2351 | Up | Exonic | chr6 | NM_032448 | FAM120B |
| 004183 | 0004183 | 4.81 | 0.039 | 0.3332 | Up | Exonic | chr10 | NM_018027 | FRMD4A |
| 009024 | 0009024 | 4.80 | 0.029 | 0.2951 | Up | Exonic | chrY | NR_045128 | TXLNGY |
| 405324 | 3.12 | 0.007 | 0.1777 | Up | Sense overlapping | chr15 | NM_020759 | STARD9 | |
| 104616 | 0002003 | 2.72 | 0.015 | 0.2329 | Up | Exonic | chr8 | NM_001080394 | SPIDR |
| 085323 | 0085323 | 2.59 | 0.000 | 0.0774 | Up | Exonic | chr8 | NM_001568 | EIF3E |
| 101911 | 0040994 | 2.54 | 0.002 | 0.1219 | Up | Exonic | chr16 | NM_000135 | FANCA |
| 062142 | 0062142 | 2.53 | 0.013 | 0.2198 | Up | Exonic | chr22 | NR_001591 | TPTEP1 |
| 048148 | 0048148 | 2.52 | 0.000 | 0.0566 | Up | Exonic | chr19 | uc002lqu.3 | CNN2 |
| 102446 | 0049356 | 12.96 | 0.016 | 0.2337 | Down | Exonic | chr19 | NM_199141 | CARM1 |
| 405443 | 11.28 | 0.044 | 0.3448 | Down | Intronic | chr16 | ENST00000342673 | NDE1 | |
| 403556 | 11.05 | 0.012 | 0.2123 | Down | Exonic | chr6 | uc010jpp.1 | LINC00340 | |
| 400101 | 0092328 | 10.38 | 0.006 | 0.1664 | Down | Intronic | chr9 | ENST00000315731 | RPL7A |
| 102312 | 0003979 | 9.90 | 0.013 | 0.2159 | Down | Exonic | chr18 | NM_152352 | FAM210A |
| 074491 | 0074491 | 9.84 | 0.014 | 0.2262 | Down | Exonic | chr5 | NM_133263 | PPARGC1B |
| 023461 | 0023461 | 9.46 | 0.011 | 0.2067 | Down | Exonic | chr11 | NM_015242 | ARAP1 |
| 406237 | 8.98 | 0.018 | 0.2450 | Down | Exonic | chr3 | uc003cax.3 | OXNAD1 | |
| 101458 | 0034044 | 8.93 | 0.007 | 0.1742 | Down | Exonic | chr15 | uc001ytg.3 | HERC2P3 |
| 400564 | 8.89 | 0.002 | 0.1219 | Down | Exonic | chr10 | NM_001001330 | REEP3 |
CircRNAs were selected by their Fold change (≥2) and p‐value (<0.05).
Abbreviations: CD, Crohn disease; Chr, chromosome; circRNA, circular RNA; FDR, false discovery rate; UC, ulcerative colitis.
FIGURE 2Validation of 10 differentially expressed circRNAs in microarray analysis samples by qRT‐PCR. The expression levels of hsa_circ_0067185, hsa_circ_0001666, hsa_circ_0027774, hsa_circ_0004183, hsa_circ_0028912, and hsa_circ_0062142 were upregulated significantly in CD than those in UC and HC, while hsa_circ_0037274 and hsa_circ_0040994 showed significant downregulation in CD than those in UC and HC. **: p < 0.01
FIGURE 3The expression levels of circular RNAs in CD, UC, and HC determined by qRT‐PCR. The expression levels of hsa_circ_0001666 and hsa_circ_0062142 in CD were significantly higher than those in UC and HC. (A) hsa_circ_0001666; (B) hsa_circ_0062142; (C) hsa_circ_0004183, **: p < 0.01; (D) ROC curves of hsa_circ_0001666 and hsa_circ_0062142
FIGURE 4Gene ontology (GO) and KEGG pathway analysis for hsa_circ_0062142 and hsa_circ_0001666 target genes. (A) Enriched biological process in GO terms; (B) Enriched cellular component in GO terms; (C) Enriched molecular function in GO terms; (D) KEGG pathway analysis shows the top 10 enriched pathways related to hsa_circ_0062142 and hsa_circ_0001666
FIGURE 5A snippet of detailed annotation for circRNA/miRNA/mRNAs interaction. (A) hsa_circ_0062142; (B) hsa_circ_0001666. Yellow represents circRNA, red represents miRNA, and blue represents mRNA