| Literature DB >> 32761139 |
Pengfei Li1, Hualin Yu1, Guowei Zhang1, Lihua Kang1, Bai Qin1, Yu Cao1, Jiawei Luo1, Xiaojuan Chen1, Ying Wang1, Miaomiao Qin1, Jian Wu1, Yemeng Huang1, Xi Zou1, Huaijin Guan1, Yong Wang1.
Abstract
Purpose: To explore the involvement of N6-methyladenosine (m6A) modification in circular RNAs (circRNAs) and relevant methyltransferases in the lesion of lens epithelium cells (LECs) under the circumstances of age-related cataract (ARC).Entities:
Mesh:
Substances:
Year: 2020 PMID: 32761139 PMCID: PMC7441297 DOI: 10.1167/iovs.61.10.13
Source DB: PubMed Journal: Invest Ophthalmol Vis Sci ISSN: 0146-0404 Impact factor: 4.799
The Grade of Lens Opacity and Identification Codes of Controls and ARCCs
| Controls | ARCCs | ||||||
|---|---|---|---|---|---|---|---|
| Samples | Sex | Age (y) | LOCSIII | Samples | Sex | Age (y) | LOCSIII |
| No.1 | Male | 60 | C0N1P0 | No.1 | Male | 59 | C3N1P1 |
| No.2 | Male | 55 | C0N1P0 | No.2 | Male | 63 | C3N0P1 |
| No.3 | Male | 59 | C0N1P0 | No.3 | Male | 62 | C3N1P1 |
| No.4 | Male | 53 | C0N1P1 | No.4 | Male | 68 | C3N0P1 |
| No.5 | Male | 52 | C0N0P1 | No.5 | Male | 65 | C4N1P1 |
| No.6 | Female | 50 | C0N1P0 | No.6 | Female | 59 | C3N1P1 |
| No.7 | Female | 62 | C0N0P1 | No.7 | Female | 57 | C3N0P1 |
| No.8 | Female | 58 | C0N1P0 | No.8 | Female | 59 | C3N1P1 |
| No.9 | Female | 63 | C0N1P1 | No.9 | Female | 53 | C4N1P1 |
| No.10 | Female | 54 | C0N1P0 | No.10 | Female | 58 | C3N1P1 |
Sequences of Primers Used for qRT-PCR Analysis of mRNA Levels
| Name | Sequence |
|---|---|
| GAPDH | Sense: 5′CGGATTTGGTCGTATTGGG 3′ |
| Antisense: 5′CTGGAAGATGGTGATGGGATT 3′ | |
| METTL3 | Sense: 5′TGATTGAGGTAAAGCGAGGTC 3′ |
| Antisense: 5′TCCTGACTGCCTTCTTGCTC 3′ | |
| METTL14 | Sense: 5′AGAAACTTGCAGGGCTTCCT 3′ |
| Antisense: 5′TCTTCTTCATATGGCAAATTTTCTT 3′ | |
| WTAP | Sense: 5′GGCGAAGTGTCGAATGCT 3′ |
| Antisense: 5′CCAACTGCTGGCGTGTCT 3′ | |
| FTO | Sense: 5′TGGGTTCATCCTACAACGG 3′ |
| Antisense: 5′CCTCTTCAGGGCCTTCAC 3′ | |
| ALKBH5 | Sense: 5′CCCGAGGGCTTCGTCAACA 3′ |
| Antisense: 5′CGACACCCGAATAGGCTTGA 3′ |
Figure 1.Overview of m6A within circRNAs in the controls and ARCCs. (A) Venn diagram showing the overlap of m6A peaks within circRNAs in two groups. (B) Sequence logo showing the motifs enriched across altered m6A-circRNAs identified come from controls and ARCCs. (C) The box plot shows the differential expression of m6A-circRNAs and non-m6A-circRNAs in the controls and the ARCCs. (D) Comparison of exon size of m6A-circRNAs and non-m6A-circRNAs.
Top 20 Differently Expressed m6A Peaks in ARCCs in Comparison With the Controls
| Chrom | PeakStart | PeakEnd | circRNA | Foldchange | Regulation |
|---|---|---|---|---|---|
| Chr14 | 50325601 | 50326500 | Chr14:50320399-50329517+ | 452.22 | Up |
| Chr6 | 136582921 | 136583440 | Chr6:136582168-136594325- | 159.6 | Up |
| Chr9 | 125902501 | 125902900 | Chr9:125884472-125946577- | 157.3 | Up |
| Chr5 | 139881741 | 139882140 | Chr5:139876200-139908465+ | 148.1 | Up |
| Chr20 | 7984441 | 7984840 | Chr20:7963084-7990868- | 140.5 | Up |
| Chr3 | 63128021 | 63128400 | Chr3:63088368-63134477+ | 131.5 | Up |
| Chr16 | 6746161 | 6746520 | Chr16:6739355-6751379+ | 131.5 | Up |
| Chr13 | 32807701 | 32808580 | Chr13:32802721-32808868+ | 130.9 | Up |
| Chr9 | 35309481 | 35309900 | Chr9:35295693-35313986- | 130.9 | Up |
| Chr1 | 70615561 | 70615980 | Chr1:70611392-70641665- | 129.1 | Up |
| Chr14 | 50325601 | 50326500 | Chr14:50320399-50329517+ | 452.22 | Up |
| Chr6 | 136582921 | 136583440 | Chr6:136582168-136594325- | 159.6 | Up |
| Chr12 | 105423161 | 105423520 | Chr12:105420762-105425389+ | 226.5 | Down |
| Chr12 | 27896101 | 27897520 | Chr12:27895922-27937336+ | 195.6 | Down |
| Chr12 | 28671081 | 28671960 | Chr12:28603094-28702063+ | 182.6 | Down |
| Chr2 | 112929261 | 112929860 | Chr2:112927341-112942737+ | 174.4 | Down |
| Chr2 | 47673101 | 47673740 | Chr2:47630499-47717680+ | 171.9 | Down |
| Chr5 | 178324901 | 178325420 | Chr5:178312615-178358327+ | 166.8 | Down |
| ChrX | 128223861 | 128224360 | ChrX:128206884-128256170+ | 164.5 | Down |
| Chr8 | 92215001 | 92215580 | Chr8:92201750-92231233+ | 159.6 | Down |
| Chr6 | 5409241 | 5409740 | Chr6:5396866-5431405+ | 152.9 | Down |
| Chr6 | 131261201 | 131261720 | Chr6:131247745-131277633- | 151 | Down |
Figure 2.Distribution of differentially methylated N6-methyladenosine sites. (A) Volcano plots showing that the differentially m6A-circRNAs were expressed between in controls and ARCCs with statistical significance (fold change ≥ 1.5 and P < 0.05). (B) Genomic distribution of m6A circRNAs. The percentage of m6A-circRNAs identified under each condition is shown in parentheses. (C) Proportion of circRNAs harboring different number of exons by per genes. The distributions of exon length (y axis) for m6A circRNAs are plotted based on the number of exons spanned by each circRNA (x axis). (D) Chromosomal distribution of all differentially methylated sites within circRNAs.
Top 20 Differently Expressed circRNAs in ARCCs
| Chrom | logFC | Regulation | Best transcript | GeneName | Catalog | |
|---|---|---|---|---|---|---|
| chr16:53289512- 53297009+ | 7.051200309 | 0.020452486 | Up | NM_025134 | CHD9 | Exonic |
| chr13:33016525- 33018263- | 7.031613681 | 0.021216355 | Up | NM_001278432 | N4BP2L2 | Exonic |
| chr5:7036594- 7039376+ | 7.014825203 | 0.02187616 | Up | ENST 00000512838 | RP11-122F24.1 | Sense overlapping |
| chr9:125941286- 125946577- | 7.00506637 | 0.022285553 | Up | NM_018387 | STRBP | Exonic |
| chr8:99538970- 99560389- | 6.987047913 | 0.023026542 | Up | NM_006281 | STK3 | Exonic |
| chr1:94341824- 94343418- | 6.960740953 | 0.024158725 | Up | NM_014597 | DNTTIP2 | Exonic |
| chr19:18546126- 18546486- | 6.958724555 | 0.024248228 | Up | NM_016368 | ISYNA1 | Sense overlapping |
| chr9:710804- 713464+ | 6.951246257 | 0.024585349 | Up | NM_015158 | KANK1 | Exonic |
| chr2:136418840- 136437894+ | 6.929833224 | 0.025546708 | Up | NM_015361 | R3HDM1 | Exonic |
| chr11:130011393- 130011900+ | 6.922345403 | 0.025890608 | Up | NM_001642 | APLP2 | Sense overlapping |
| chr1:51121114-5 1210447- | −7.634527865 | 0.006526426 | Down | NM_007051 | FAF1 | Exonic |
| chr22:46189425- 46202902+ | −7.489323778 | 0.009122695 | Down | NM_013236 | ATXN10 | Sense overlapping |
| chr8:30938383- 30954366+ | −7.486273726 | 0.009186889 | Down | NM_000553 | WRN | Exonic |
| chr5:38743226- 38744119- | −7.471430538 | 0.009493453 | Down | NR_109951 | OSMR-AS1 | Sense overlapping |
| chr6:13579683- 13601181+ | −7.451469074 | 0.009915108 | Down | NM_012241 | SIRT5 | Exonic |
| chr7:128655033- 128658211- | −7.436341897 | 0.010240094 | Down | NM_012470 | TNPO3 | Exonic |
| chr11:77330651- 77336860- | −7.297185761 | 0.01364152 | Down | NM_001293 | CLNS1A | Sense overlapping |
| chr12:122361528- 122372262+ | −7.17357918 | 0.017305858 | Down | NM_144668 | WDR66 | Exonic |
| chr3:185155235- 185165735+ | −7.155758828 | 0.017883108 | Down | NM_004721 | MAP3K13 | Exonic |
| chr13:61013822- 61068709+ | −7.057641015 | 0.021452948 | Down | NM_030794 | TDRD3 | Exonic |
Figure 3.Gene ontology enrichment and pathway analysis of altered m6A circRNAs. (A, B) Major enriched and meaningful GO terms of upregulation and downregulation m6A peaks circRNAs. (C, D) The top ten significantly enriched pathways of upregulation and downregulation m6A peaks circRNAs.
Figure 4.The relationship of m6A level and circRNAs abundance in ARC. (A, B) CircRNAs were more down regulated in the altered m6A modification of circRNAs in ARC. The percentage and number of circRNAs identified under each condition is shown in the pie chart. (C, D) M6A modification tagged circRNAs were more elevated in the upregulated and downregulated cirRNAs. The percentage and number of m6A-circRNAs identified under each condition is shown in the pie chart.
Figure 5.Comprehensive analysis of m6A-IP-seq and RNA-seq to screen for circRNA host genes associated with the pathogenesis of ARC. (A) Combining analysis of differentially methylated circRNAs and differentially expressed circRNAs and the intersection of host genes associated with ARC pathogenesis, which shows by using Venn diagrams. (B) Major enriched and meaningful GO terms of host genes associated with ARC pathogenesis. (C) Use pie chart to classify the results in Figure A. (D) The scatter plot shows the enrichment of genes associated with the ARC mechanism. (log2 foldchange (circRNAs) on the horizontal axis and log2 foldchange (m6A circRNAs) on the vertical axis). (E) Use pie chart to classify the results in Figure C. (F) The scatter plot shows the enrichment of genes associated with the cell death pathway. (log2 foldchange (circRNAs) on the horizontal axis and log2 foldchange (m6A circRNAs) on the vertical axis).
Figure 6.ALKBH5 was upregulated in ARC. (A, B) Quantitative real-time PCR was used to analysis mRNA level of METTL3, METTL14, FTO, WTAP, ALKBH5 between in controls and ARCCs (n = 7 each). The data were normalized by level of GAPDH. (C) Representative ALKBH5/NeuN immunostaining between in control and UVB group. Scale bar: 75µm. (D) Quantification of the fluorescence intensity for ALKBH5. The ImageJ software was used to perform quantitative analysis. (E) The expression level of the ALKBH5 protein was significantly decreased in SRA01/04 after UVB exposure. ****P < 0.0001, ***P < 0.001, **P < 0.01, *P < 0.05, ns: no significance.