| Literature DB >> 28489570 |
Yi Huang1,2, Jiaying Zheng1,2, Dunyan Chen1,2, Feng Li1,3, Wenbing Wu1,2, Xiaoli Huang1,2, Yanan Wu1,2, Yangyang Deng4, Funan Qiu1,5.
Abstract
We performed transcriptome sequencing for hepatocellular carcinoma (HCC) and adjacent non-tumorous tissues to investigate the molecular basis of HCC. Nine HCC patients were recruited and differentially expressed genes (DEGs) were identified. Candidate fusion transcripts were also identified. A total of 1943 DEGs were detected, including 690 up-regulated and 1253 down-regulated genes, and enriched in ten pathways including cell cycle, DNA replication, p53, complement and coagulation cascades, etc. Seven candidate fusion genes were detected and CRYL1-IFT88 was successfully validated in the discovery sequencing sample and another 5 tumor samples with the recurrent rate of about 9.52% (6/63). The full length of CRYL1-IFT88 was obtained by 3' and 5' RACE. The function of the fusion transcript is closed to CRYL1 because it contained most of domain of CRYL1. According to the bioinformatics analysis, IFT88, reported as a tumor suppressor, might be seriously depressed in the tumor cell with this fusion because the transcript structure of IFT88 was totally changed. The function depression of IFT88 caused by gene fusion CRYL1-IFT88 might be associated with tumorigenesis or development of HCC.Entities:
Keywords: CRYL1-IFT88; HCC; fusion transcript; transcriptome sequencing; tumorigenesis
Mesh:
Substances:
Year: 2017 PMID: 28489570 PMCID: PMC5522265 DOI: 10.18632/oncotarget.17244
Source DB: PubMed Journal: Oncotarget ISSN: 1949-2553
Sample characteristics
| Patient | Age | Gender | Hepatitis | Serum AFP level(ng/mL) | Metastasis | Glisson capsule invasion | Tumor size (mm) | Multiple liver nodules |
|---|---|---|---|---|---|---|---|---|
| L6 | 48 | M | NBNC | 55.1 | Yes | + | 180 | - |
| L21 | 41 | M | HBV | 4.70 | Yes | + | 50 | - |
| L25 | 72 | M | HBV | 1110 | No | + | 80 | - |
| L30 | 50 | M | HBV | 260.9 | No | 25 | - | |
| L36 | 64 | M | HBV | 244.6 | Yes | + | 65 | synchronous |
| L39 | 67 | M | HBV | 321.1 | No | + | 55 | synchronous |
| L45 | 71 | M | HBV | 4606 | Yes | + | 12 | - |
| L46 | 18 | F | HBV | 37979 | No | + | 70 | - |
| L49 | 45 | M | HBV | 6528 | No | + | 60 | synchronous |
| L52 | 50 | M | HBV | 3.03 | Yes | + | 55 | synchronous |
| L53 | 61 | M | HBV | 1.90 | No | + | 30 | - |
| L54 | 52 | M | HBV | 26.53 | No | + | 20 | - |
| L55 | 55 | M | HBV | 1.82 | No | + | 34 | - |
| L57 | 58 | F | HBV | 2.55 | Yes | + | 55 | synchronous |
| L61 | 42 | M | HBV | 3.38 | No | + | 20 | synchronous |
| L64 | 64 | M | HBV | 774.2 | No | + | 10 | - |
| L68 | 54 | F | NBNC | 23784 | No | + | 22 | - |
| L72 | 40 | M | HBV | 1816 | No | + | 30 | - |
| L73 | 74 | M | NBNC | 5.90 | No | + | 30 | - |
| L85 | 76 | M | NBNC | 2.10 | No | + | 34 | - |
| L154 | 47 | M | HBV | 62.47 | Yes | + | 105 | - |
| L195 | 67 | M | NBNC | 3.01 | Yes | + | 80 | - |
| H1 | 37 | M | HBV | 1810 | No | 55 | - | |
| H2 | 67 | M | HBV | 3103 | No | + | 40 | - |
| H3 | 48 | M | HBV | 2.07 | No | 35 | - | |
| H4 | 68 | M | HBV | 15.87 | No | + | 35 | - |
| H5 | 71 | M | HBV | 11.65 | No | + | 35 | - |
| H6 | 56 | M | HBV | 33571 | No | + | 57 | - |
| H7 | 52 | M | HBV | 2100 | Yes | 35 | - | |
| H8 | 52 | M | NBNC | 5.30 | No | + | 65 | - |
| H9 | 37 | M | HBV | >60500 | Yes | 95 | - | |
| H11 | 46 | M | HBV | 4.64 | No | 45 | - | |
| H13 | 52 | F | NBNC | 2.45 | No | + | 22 | - |
| H16 | 75 | M | NBNC | 4.14 | Yes | + | 87 | synchronous |
| H22 | 47 | M | HBV | 5.78 | No | + | 40 | - |
| H25 | 60 | M | HBV | 61.54 | No | 25 | - | |
| H27 | 65 | M | HBV | 5.34 | No | + | 70 | - |
| H28 | 63 | M | HBV | 3396 | No | + | 40 | - |
| H29 | 52 | M | HBV | 66.50 | No | + | 22 | - |
| H30 | 58 | M | HBV | 6.52 | Yes | + | 58 | synchronous |
| H31 | 42 | M | HBV | 3.31 | No | + | 30 | - |
| H32 | 62 | M | HBV | 570 | No | + | 28 | - |
| H33 | 46 | M | HBV | 3780 | No | + | 21 | synchronous |
| H34 | 64 | M | HBV | 36541 | Yes | + | 140 | - |
| H35 | 47 | F | HCV | 250.5 | No | 22 | - | |
| H36 | 39 | M | HBV | 8.10 | Yes | + | 22 | synchronous |
| H37 | 63 | M | HBV | 208 | No | + | 40 | - |
| H38 | 48 | M | NBNC | 3.07 | No | + | 33 | - |
| H39 | 66 | M | HBV | 82.81 | No | + | 34 | - |
Note: The nine samples used for sequencing are shown in bold. The six samples with validated fusion CRYL1-IFT88 are shown in italic.
Summary statistics of the transcriptome sequencing
| Patient | Sample type | Total reads | Mapped reads | Total base (bp) | Mapped base (bp) | Mappping ratio | Coverage (X) |
|---|---|---|---|---|---|---|---|
| P10 | T | 35,930,408 | 33,819,287 | 4,491,301,000 | 4,227,410,875 | 94.12% | 33 |
| N | 34,902,228 | 32,863,973 | 4,362,778,500 | 4,107,996,625 | 94.16% | 32 | |
| P14 | T | 35,315,378 | 33,125,921 | 4,414,422,250 | 4,140,740,125 | 93.80% | 32 |
| N | 34,383,802 | 32,279,443 | 4,297,975,250 | 4,034,930,375 | 93.88% | 31 | |
| P17 | T | 35,532,658 | 33,258,212 | 4,441,582,250 | 4,157,276,500 | 93.60% | 32 |
| N | 34,537,914 | 32,152,860 | 4,317,239,250 | 4,019,107,500 | 93.09% | 31 | |
| P21 | T | 34,762,386 | 32,701,011 | 4,345,298,250 | 4,087,626,375 | 94.07% | 31 |
| N | 35,314,918 | 33,021,170 | 4,414,364,750 | 4,127,646,250 | 93.50% | 32 | |
| P24 | T | 35,610,444 | 32,509,118 | 4,451,305,500 | 4,063,639,750 | 91.29% | 31 |
| N | 34,637,398 | 31,280,461 | 4,329,674,750 | 3,910,057,625 | 90.31% | 30 | |
| P26 | T | 34,566,526 | 32,670,216 | 4,320,815,750 | 4,083,777,000 | 94.51% | 31 |
| N | 35,384,486 | 33,407,169 | 4,423,060,750 | 4,175,896,125 | 94.41% | 32 | |
| P29 | T | 34,564,642 | 32,385,294 | 4,320,580,250 | 4,048,161,750 | 93.69% | 31 |
| N | 34,771,048 | 32,792,475 | 4,346,381,000 | 4,099,059,375 | 94.31% | 32 | |
| P36 | T | 35,371,920 | 32,571,695 | 4,421,490,000 | 4,071,461,875 | 92.08% | 31 |
| N | 35,959,532 | 32,990,753 | 4,494,941,500 | 4,123,844,125 | 91.74% | 32 | |
| P40 | T | 42,279,434 | 39,097,967 | 5,284,929,250 | 4,887,245,875 | 92.50% | 38 |
| N | 40,083,384 | 36,852,292 | 5,010,423,000 | 4,606,536,500 | 91.90% | 35 | |
| Average | 35,772,695 | 33,321,073 | 4,471,586,847 | 4,165,134,146 | 93.17% | 32 | |
| Total | 643,908,506 | 599,779,317 | 80,488,563,250 | 74,972,414,625 | |||
KEGG pathway and gene ontology biological process items enrichment analyses result for the DEGs
| Term | DEG Count | FDR |
|---|---|---|
| KEGG pathway | ||
| hsa04110:Cell cycle | 31 | 6.10 × 10–6 |
| hsa00830:Retinol metabolism | 17 | 1.82 × 10–4 |
| hsa00980:Metabolism of xenobiotics by cytochrome P450 | 17 | 7.69 × 10–4 |
| hsa03030:DNA replication | 12 | 2.97 × 10–3 |
| hsa00982:Drug metabolism | 16 | 4.21 × 10–3 |
| hsa04610:Complement and coagulation cascades | 15 | 9.85 × 10–3 |
| hsa00590:Arachidonic acid metabolism | 13 | 1.03 × 10–2 |
| hsa00350:Tyrosine metabolism | 11 | 3.96 × 10–2 |
| hsa00071: Fatty acid metabolism | 10 | 4.17 × 10–2 |
| hsa04115:p53 signaling pathway | 13 | 4.58 × 10–2 |
| GO item | ||
| GO:0022403~cell cycle phase | 84 | 5.15 × 10–16 |
| GO:0000278~mitotic cell cycle | 77 | 4.11 × 10–15 |
| GO:0000279~M phase | 70 | 3.45 × 10–14 |
| GO:0007067~mitosis | 54 | 1.87 × 10–13 |
| GO:0000280~nuclear division | 54 | 1.87 × 10–13 |
| GO:0048285~organelle fission | 55 | 2.72 × 10–13 |
| GO:0000087~M phase of mitotic cell cycle | 54 | 4.11 × 10–13 |
| GO:0007049~cell cycle | 118 | 1.26 × 10–12 |
| GO:0022402~cell cycle process | 94 | 3.43 × 10–12 |
| GO:0009611~response to wounding | 87 | 6.60 × 10–11 |
| GO:0006954~inflammatory response | 61 | 7.36 × 10–10 |
| GO:0051301~cell division | 57 | 1.09 × 10–9 |
| GO:0007059~chromosome segregation | 26 | 8.40 × 10–9 |
| GO:0006952~defense response | 90 | 1.38 × 10–8 |
| GO:0006955~immune response | 97 | 2.41 × 10–8 |
| GO:0051726~regulation of cell cycle | 53 | 4.06 × 10–6 |
| GO:0006260~DNA replication | 36 | 9.33 × 10–6 |
| GO:0002526~acute inflammatory response | 24 | 1.13 × 10–5 |
| GO:0002253~activation of immune response | 23 | 2.07 × 10–5 |
| GO:0050778~positive regulation of immune response | 29 | 4.88 × 10–5 |
| GO:0007051~spindle organization | 15 | 5.21 × 10–5 |
| GO:0031960~response to corticosteroid stimulus | 21 | 5.78 × 10–5 |
| GO:0051384~response to glucocorticoid stimulus | 20 | 5.84 × 10–5 |
| GO:0048545~response to steroid hormone stimulus | 34 | 9.52 × 10–5 |
| GO:0055114~oxidation reduction | 79 | 1.70 × 10–4 |
| GO:0010033~response to organic substance | 86 | 2.60 × 10–4 |
| GO:0002684~positive regulation of immune system process | 38 | 2.84 × 10–4 |
| GO:0002252~immune effector process | 26 | 3.08 × 10–4 |
| GO:0051329~interphase of mitotic cell cycle | 22 | 3.60 × 10–4 |
| GO:0045087~innate immune response | 26 | 5.19 × 10–4 |
| GO:0000079~regulation of cyclin-dependent protein kinase activity | 15 | 5.37 × 10–4 |
| GO:0000226~microtubule cytoskeleton organization | 27 | 5.58 × 10–4 |
| GO:0051325~interphase | 22 | 5.67 × 10–4 |
| GO:0006956~complement activation | 13 | 6.96 × 10–4 |
| GO:0008203~cholesterol metabolic process | 20 | 7.33 × 10–4 |
| GO:0000070~mitotic sister chromatid segregation | 12 | 7.35 × 10–4 |
| GO:0009719~response to endogenous stimulus | 54 | 7.58 × 10–4 |
| GO:0000819~sister chromatid segregation | 12 | 9.75 × 10–4 |
Information of the identified fusion genes
| Sample id | Sample type | Gene1-Gene2 | Break point1 | Break point2 | Break point1 location | Break point2 location |
|---|---|---|---|---|---|---|
| P10 | tumor | chr13:21063509 | chr13:21184715 | coding | intron | |
| P14 | tumor | chr5:886707 | chr14:20230047 | coding | 5′-UTR | |
| P14 | tumor | chr2:27545315 | chr2:27527827 | coding | coding | |
| P24 | tumor | chr5:78427385 | chr1:569753 | 3′-UTR | exon | |
| P26 | tumor | chr16:16372646 | chr16:17323802 | coding | intron | |
| P26 | tumor | chr16:16372646 | chr16:17318037 | coding | intron | |
| P29 | tumor | chr19:6664861 | chr19:6677181 | 3′-UTR | downstream |
Figure 1Detection and Sanger sequencing validation of a recurrent fusion transcript CRYL1-IFT88
(A) Illustration of the CRYL1-IFT88 fusion gene (top) and Sanger sequencing validation result for the transcriptome tumor sequencing sample (P10) (bottom). (B) Sanger sequencing validation result for the other five tumor samples. The IDs of samples corresponded to Table 1. The fusion point was marked with dash line.
Figure 2The agarose gel electrophoresis of the six samples with successfully validated fusion transcript CRYL1-IFT88
The RT-PCR product for the fusion gene was 230 bp. The IDs of samples corresponded to Table 1. T and N represented tumor and adjacent non-tumor tissue, respectively.
Figure 3The RNA-Seq reads coverage and functional domains of IFT88
The RNA-Seq reads coverage of gene IFT88 by IGV in the samples of patient P10 was shown at the top, and the functional domains of IFT88 according to NCBI CD-search was shown at the bottom. The red dotted line indicated the breakpoint.