| Literature DB >> 35729650 |
Qun Chen1, Jiajia Li2, Peng Shen1, Hao Yuan1, Jie Yin1, Wanli Ge1, Wujun Wang3, Guangbin Chen1, Taoyue Yang1, Bin Xiao1, Yi Miao1, Zipeng Lu1, Pengfei Wu4, Kuirong Jiang5.
Abstract
Pancreatic cancer (PC) is a highly malignant solid tumor with insidious onset and easy early metastasis. Despite tremendous efforts devoted to research in this field, the mechanisms underlying PC tumorigenesis and progression remain unclear. Additionally, robust biomarkers and satisfactory therapeutic strategies for clinical use in PC patients are still lacking. Circular RNAs (circRNAs) are a new type of non-coding RNA originating from precursor messenger RNAs, with a covalent continuous closed-loop structure, strong stability and high specificity. Accumulating evidence suggests that circRNAs may participate in PC development and progression. Abnormal expression of circRNAs in PC is considered a vital factor that affects tumor cell proliferation, migration, invasion, apoptosis, angiogenesis and drug resistance. In this review of relevant articles published in recent years, we describe the basic knowledge concerning circRNAs, including their classification, biogenesis, functions and research approaches. Moreover, the biological roles and clinical significance of circRNAs related to PC are discussed. Finally, we note the questions remaining from recent studies and anticipate that further investigations will address these gaps in knowledge in this field. In conclusion, we expect to provide insights into circRNAs as potential targets for specific PC diagnosis and treatment in the future.Entities:
Keywords: Biomarker; Cancer diagnosis and therapy; CircRNAs; Pancreatic cancer
Year: 2022 PMID: 35729650 PMCID: PMC9210669 DOI: 10.1186/s13578-022-00833-3
Source DB: PubMed Journal: Cell Biosci ISSN: 2045-3701 Impact factor: 9.584
Fig. 1Biogenesis mechanism and functions of circular RNAs (circRNAs). Biogenesis of circRNAs. CircRNAs are generated from the 5’ splice donor site and 3’ splice acceptor site of precursor mRNAs (pre-mRNAs), which are covalently linked in reverse order. Lariat-driven circularization and intron-pairing-driven circularization are common models of circRNA formation. Additionally, some RNA binding proteins (RBPs) might act as regulatory activators or inhibitors in circRNA biogenesis. In terms of type, circRNAs can be sorted into three main categories: a) exonic circRNAs (EcRNAs), b) exon–intron circRNAs (EIciRNAs), and c) circular intronic RNAs (ciRNAs). The functions of circRNAs are as follows: (1) to compete with conventional splicing, (2) to act as transcriptional modulators, (3) to serve as translation templates of proteins, (4) to act as competing endogenous RNAs (ceRNAs), and (5) to bind to proteins
Fig. 2Functional role of PC-related circRNAs. CircRNAs are associated with the hallmarks of PC. The red markers indicate upregulated circRNAs, while the purple markers indicate downregulated circRNAs
Overview of circRNAs identified by microarrays and RNA sequencing in pancreatic cancer
| No | Sample | Detection | Treatment | GEO | Total circRNAs | Cut-off | CircRNA differently expressed | Reference |
|---|---|---|---|---|---|---|---|---|
| 1 | 6 PC tissues and 6 paired adjacent nontumor tissues | Microarray | GSE69362 | 5396 | Fold change ≥ 1.5 and p < 0.05 | 351 (209 upregulated, 142 downregulated) | 27,997,903 | |
| 2 | 20 PC tissues and 20 paired adjacent nontumor tissues | Microarray | Rnase R | GSE79634 | Fold change ≥ 2.0 and p < 0.05 | 289 (128 upregulated, 161 downregulated) | 29,620,241 | |
| 3 | 4 PC tissues and 4 normal pancreatic tissues | Microarray | Rnase R | 11,471 | Fold change > 1.5 and p < 0.05 | 193 (120 upregulated, 73 downregulated) | 33,507,122 | |
| 4 | 5 PC tissues and 5 normal pancreatic tissues | Microarray | Fold change > 2 and p < 0.05 | 33,593,338 | ||||
| 5 | 5 PC tissues and 5 paired adjacent nontumor tissues | RNA sequencing | rRNA-depleted and Rnase R | 28,374 | Fold change ≥ 2.0 and p < 0.05 | 278 (173 upregulated, 105 downregulated) | 31,428,151 | |
| 6 | 5 PC tissues and 5 paired adjacent nontumor tissues | RNA sequencing | GSE136569 | Fold change < 0.4 and p < 0.05 | 13 downregulated | 32,366,257 | ||
| 7 | 2 PC tissues and 2 normal pancreatic tissues | RNA sequencing | Rnase R | 58,050 | false discovery rate < 0.05 | 32,879,441 | ||
| 8 | 3 PC tissues and 3 normal pancreatic tissues | RNA sequencing | Rnase R | PRJNA695439 | Fold change > 1 and p < 0.05 | 203 (79 upregulated, 124 downregulated) | 33,750,389 | |
| 9 | Exosomes of 8 PC plasma and 8 healthy volunteers’ plasma | RNA sequencing | rRNA-depleted and Rnase R | Fold change ≥ 2.0 and p ≤ 0.05 | 453 (274 upregulated, 179 downregulated) | 31,605,569 | ||
| 10 | SW1990 and SW1990-GEM resistant | Microarray | Rnase R | Fold change ≥ 2.0 and p < 0.05 | 81 (26 upregulated, 55 downregulated) | 29,781,033 | ||
| 11 | PANC1 and PANC1-GEM resistant | RNA sequencing | GSE1105801 | Fold change ≥ 2.0 and p < 0.05 | 126 (68 upregulated, 58 downregulated) | 29,922,161 | ||
| 12 | PC cells with or without Ten Gy of X-ray radiation | RNA sequencing | Ribo-Zero rRNA Removal Kits | 12,572 | Fold change > 2 and p < 0.05 | 196 (182 upregulated, 14 downregulated) | 32,727,565 | |
| 13 | PANC1 and PANC1-autophagic inhibition | Microarray | 9420 | 30,570,107 | ||||
| 14 | PANC1 and PANC1-nigericin; SW1990 and SW1990-nigericin | RNA sequencing | remove ribosomal RNA | PRJNA543685 | Fold change ≥ 2.0 and p < 0.05 | 183 (141 upregulated, 42 downregulated) | 31,533,620 | |
| 15 | Exosomes of Hs766T and Hs766T-L2 cells | Microarray | RNase R | 29,709,702 | ||||
| 16 | Stellate cells from 5 PC and 5 normal tissues | RNA sequencing | Fold change ≥ 2.0 and p ≤ 0.05 | 841 (388 upregulated, 453 downregulated) | 33,042,405 |
PC: Pancreatic cancer; GEO: Gene expression omnibus
Overview of cellular functions of circRNAs in pancreatic cancer
| No | Circ | Host gene | Vitro Functions | Specimen | Expression | Reference | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Prolife | Cycle | Apopt | Migra | Invas | Angio | Other | ||||||
| 1 | ciRS7 | CDR1as | + | + | BXPC3/PANC1 | Up | 30,898,507 | |||||
| 2 | 0000284 | HIPK3 | + | BXPC3 | Up | 29,255,366 | ||||||
| 3 | 0005273 | PTK2 | + | + | ASPC1/CFPAC1 | Up | 33,275,224 | |||||
| 4 | chr12:7,467,880,474,700,449 | + | BXPC3 | Up | 32,879,441 | |||||||
| 5 | 0001649 | SHPRH | + | + | BXPC3/PANC1 | Down | 29,969,694 | |||||
| 6 | ASH2L | ASH2L | + | + | + | + | + | CAPAN1/ASPC1 | Up | 31,718,694 | ||
| 7 | 0001460 | NEIL3 | + | + | + | + | CFPAC1/MIAPACA2 | Up | 33,750,389 | |||
| 8 | 0013912 | POLR3C | + | + | + | + | + | ASPC1/PANC1 | Up | 32,884,344 | ||
| 9 | 0050102 | PGPEP1 | + | + | + | + | + | CFPAC1/PANC1 | Up | 33,289,016 | ||
| 10 | 0000662 | AXIN1 | + | + | + | + | + | ASPC1 | Down | 33,425,718 | ||
| 11 | 0000677 | ABCC1 | + | + | + | + | ASPC1/BXPC3 | Up | 33,413,045 | |||
| 12 | 0007534 | DDX42 | + | + | + | PANC1/SW1990 | Up | 30,382,592 | ||||
| 13 | 0001946 | CDR1as | + | + | + | + | ASPC1/PANC1 | Up | 33,593,338 | |||
| 14 | 0006215 | SLC4A7 | + | + | + | PANC1 | Up | 29,930,719 | ||||
| 15 | 0060055 | EIF6 | + | + | + | + | HS766T/SW1990 | Up | 33,469,368 | |||
| 16 | 0066147 | SFMBT1 | + | + | + | + | BXPC3/PANC1 | Up | 32,855,541 | |||
| 17 | 0071036 | INPP4B | + | + | + | ASPC1/PANC1 | Up | 33,507,122 | ||||
| 18 | 0099999 | ZMYM2 | + | + | + | CFPAC1/PANC1 | Up | 30,537,731 | ||||
| 19 | IARS | IARS | Endothelial permeability | Exo-HUVEC/ASPC1/HS766T/HS766T-L2 | Up | 30,064,461 | ||||||
| 20 | 0036627 | PDE8A | + | + | + | + | Scatteration | BXPC3/CAPAN2/Exo-HS766T | Up | 29,709,702 | ||
| 21 | ADAM9 | ADAM9 | + | + | + | CAPAN1/MIAPACA2 | Up | 31,810,373 | ||||
| 22 | 0000069 | STIL | + | + | + | + | + | MIAPACA2/SW1990; Exo-HPDE/SW1990 | Up | 33,324,055 | ||
| 23 | 0009065 | BFAR | + | + | + | BXPC3/PANC1 | Up | 32,375,768 | ||||
| 24 | 0043278 | TADA2A | + | + | + | PANC1/SW1990 | Up | 33,505,218 | ||||
| 25 | 0075829 | CASC15 | + | + | + | BXPC3/SW1990 | Up | 33,184,989 | ||||
| 26 | chr7:154,954,255,154,998,784 | + | + | + | PANC1 + NAPSC/CAPSC | Up | 33,042,405 | |||||
| 27 | LDLRAD3 | LDLRAD3 | + | + | + | PANC1/SW1990 | Up | 31,521,692 | ||||
| 28 | 0001013 | KIAA1841 | + | + | + | + | ASPC1/PANC1 | Up | 33,563,550 | |||
| 29 | 0001568 | DUSP22 | + | + | + | + | + | BXPC3/CAPAN2 | Up | 32,193,152 | ||
| 30 | 0000979 | TCONS_00003590 | + | + | + | + | PANC1 | Down | 32,878,470 | |||
| 31 | 0086375 | NFIB | + | + | CAPAN2/PANC1 | Down | 32,366,257 | |||||
| 32 | circ 03955 | + | + | Glycolysis | BXPC3/PANC1 | Up | 33,864,618 | |||||
| 33 | 0007334 | MBOAT2 | + | + | + | + | Glutamine metabolism | PANC1/SW1990 | Up | 33,832,516 | ||
| 34 | 0000977 | NOL10 | Inhibition of NK cells under hypoxia | PANC1/NK cell | Induced by hypoxiain | 31,402,756 | ||||||
| 35 | 0007367 | UBAP2 | Immune infiltration | GSE69362 and GSE79634 | Up | 31,584,877 | ||||||
| 36 | 0002130 | C3 | PANC1/SW1990; PDX tumor | Up | 32,727,565 | |||||||
| 37 | 0092314 | RANBP1 | + | + | CSC | ASPC1/PACA2 | Up | 33,842,379 | ||||
| 38 | 0005397 | RHOT1 | + | + | + | CAPAN2/PANC1 | Up | 30,444,423 | ||||
| 39 | 0007334 | MBOAT2 | + | PANC1 | 31,428,151 | |||||||
| 40 | 0030235 | RCBTB2 | + | + | + | + | PANC1/SW1990 | Up | 30,591,218 | |||
| 41 | 0000816 | FOXK2 | + | + | + | + | + | CFPAC1/PANC1 | Up | 32,217,695 | ||
| 42 | 0006988 | LDLRAD3 | ASPC1/CAPAN2/HPCY5/HPDE6C7/PANC1/SW1990 | Up | 29,307,994 | |||||||
| 43 | chr14:101,402,109,101,464,448 | SNHG23 | + | GEM-resistance | PANC1-GEM | Up | 29,922,161 | |||||
| 44 | chr4:5,272,960,352,780,244 | DCUN1D4 | + | GEM-resistance | PANC1-GEM | Up | 29,922,161 | |||||
| 45 | 0000284 | HIPK3 | + | + | + | + | GEM-resistance | PANC1/SW1990-GEM | Up | 32,104,074 | ||
| 46 | 101672/004077/003251 | GEM-resistance | SW1990-GEM | Up | 29,781,033 | |||||||
| 47 | 101543/002747/000926 | GEM-resistance | SW1990-GEM | Down | 29,781,033 | |||||||
Prolife: Proliferation; Cycle: Cell cycle; Apopt: Apoptosis; Migra: Migration; Invas: Invasion; Angio: Angiogenesis; CSC: Cancer Stem Cell; GEM: Gemcitabine
Overview of mechanisms and animal studies of circRNAs in pancreatic cancer
| No | Circ | Position | Location | Mechanisms | Vivo functions | Pheno | Reference | ||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| miRNAs | Targets | RBPs | Pathways | Grow | Meta | ||||||
| 1 | ciRS-7 | chrX:q27.1 | miR-7 | EGFR | STAT3 | Onco | 30,898,507 | ||||
| 2 | 0000284 | chr11:33,307,958–33,309,057 | miR-124 | IL-6 | JAK-STAT3 | + | Onco | 29,255,366 | |||
| 3 | 0005273 | chr8:141,710,989–141,716,304 | KLF12 | Onco | 33,275,224 | ||||||
| 4 | chr12:74,678,804–74,700,449 | chr12:74,678,804–74,700,449 | Cyto | none | Onco | 32,879,441 | |||||
| 5 | 0001649 | chr6:146,209,155–146,216,113 | Suppr | 29,969,694 | |||||||
| 6 | ASH2L | Cyto (mainly) and nucl | miR-34a | Notch1 | EMT; VEGF | + | + | Onco | 31,718,694 | ||
| 7 | 0001460 | chr4:178,274,461–178,281,831 | Cyto | miR-432-5p | ADAR1 | GLI1 (A to I RNA-editing)-EMT/CCND; negative regulation of circNEIL3 | + | + | Onco | 33,750,389 | |
| 8 | 0013912 | chr1:145,601,529–145,601,852 | Cyto | miR-7-5p | EMT | + | Onco | 32,884,344 | |||
| 9 | 0050102 | chr19:18,459,757–18,466,821 | Cyto | miR-1182 | NPSR1 | + | onco | 33,289,016 | |||
| 10 | 0000662 | chr16:398,402–398,484 | Cyto | miR-361-3p | BTG2 | + | Suppr | 33,425,718 | |||
| 11 | 0000677 | chr16:16,101,672–16,162,159 | Onco | 33,413,045 | |||||||
| 12 | 0007534 | chr17:61,869,771–61,877,977 | miR‐625/892b | Bcl2/Bax; MMP2 | + | Onco | 30,382,592 | ||||
| 13 | 0001946 | chrX:q27.1 | miR-432-5p | E2F3 | + | Onco | 33,593,338 | ||||
| 14 | 0006215 | chr3:27,478,878–27,490,288 | miR-378-3p | SERPINA4 | Onco | 29,930,719 | |||||
| 15 | 0060055 | chr20:33,866,724–33,872,064 | miR-557 | SLC7A11 | PI3K/AKT | + | Onco | 33,469,368 | |||
| 16 | 0066147 | chr3:52,960,046–52,962,357 | Cyto | miR-330-5p | PAK1 | EMT | + | + | Onco | 32,855,541 | |
| 17 | 0071036 | chr4:143,324,090–143,326,477 | cyto (mainly) and nucl | miR-489 | + | Onco | 33,507,122 | ||||
| 18 | 0099999 | chr13:20,633,586–20,638,685 | miR-335-5p | JMJD2C | + | Onco | 30,537,731 | ||||
| 19 | IARS | miR-122 | RhOA | ZO1; F-actin | + | + | Onco | 30,064,461 | |||
| 20 | 0036627 | chr15:85,656,607–85,669,605 | Cyto (mainly) and nucl | miR-338 | MACC1 | MET | + | + | Onco | 29,709,702 | |
| 21 | ADAM9 | miR-217 | PRSS3 | ERK/VEGF | + | Onco | 31,810,373 | ||||
| 22 | 0000069 | chr1:47,745,912–47,748,131 | Cyto | miR-144 | STIL | + | Onco | 33,324,055 | |||
| 23 | 0009065 | chr16:14,738,130–14,738,466 | Cyto | miR-34b-5p | MET | AKT | + | + | Onco | 32,375,768 | |
| 24 | 0043278 | chr17:35,797,838–35,800,763 | Cyto | miR-455-3p | CD80 | cytokines | + | Onco | 33,505,218 | ||
| 25 | 0075829 | chr6:22,020,567–22,056,919 | Cyto | miR-1287-5p | LAMTOR3 | ERK/AKT | + | + | Onco | 33,184,989 | |
| 26 | chr7:154,954,255–154,998,784 | chr7:154,954,255–154,998,784 | miR-4459 | KIAA0513 | + | Onco | 33,042,405 | ||||
| 27 | LDLRAD3 | miR-137-3p | PTN | + | Onco | 31,521,692 | |||||
| 28 | 0001013 | chr2:61,339,656–61,345,251 | Cyto | miR-145 | KLF5 | MMP; VEGF | + | Onco | 33,563,550 | ||
| 29 | 0001568 | chr6:349,113–349,256 | Cyto (mainly) and nucl | miR-377 | HOXC6 | PCNA; VEGF; MMP; caspase3 | + | Onco | 32,193,152 | ||
| 30 | 0000979 | chr2:19,042,277–19,042,456 | Cyto | miR-223 | SLC4A4 | EMT; MMP; VEGF | + | Suppr | 32,878,470 | ||
| 31 | 0086375 | chr9:14,146,687–14,155,892 | Cyto | miR-486-5p | PIK3R1 | PI3K/VEGF | + | + | Suppr | 32,366,257 | |
| 32 | 03955 | miR-3662 | HIF-1a | + | Onco | 33,864,618 | |||||
| 33 | 0007334 | chr2:9,083,315–9,098,771 | Cyto | miR-433-3p | GOT1 | + | Onco | 33,832,516 | |||
| 34 | 0000977 | chr2:10,784,445–10,808,849 | miR-153 | HIF-1a; ADAM10 | Onco | 31,402,756 | |||||
| 35 | 0007367 | chr9:33,948,371–33,956,144 | miR-494 | CXCR4/ZEB1 | Onco | 31,584,877 | |||||
| 36 | 0002130 | chr19:6,702,137–6,702,590 | miR-4482-3p | NBN | Onco | 32,727,565 | |||||
| 37 | 0092314 | chr22:20,113,099–20,113,439 | Cyto | miR-761 | S100P | AKT/EMT | + | Onco | 33,842,379 | ||
| 38 | 0005397 | chr17:30,500,849–30,503,232 | Cyto | miR-26b-3p/125a-3p/330-5p/382-5p | MAPK; Wnt; Ras | Onco | 30,444,423 | ||||
| 39 | 0007334 | chr2:9,083,315–9,098,771 | miR-144-3p/miR-577 | MMP7; COL1A1 | Onco | 31,428,151 | |||||
| 40 | 0030235 | chr13:49,075,877–49,077,050 | miR-1253/miR-1294 | Onco | 30,591,218 | ||||||
| 41 | 0000816 | chr17:80,521,229–80,526,077 | Cyto | miR-942 | ANK1; GDNF; PAX6 | YBX1; hnRNPK | NUF2; PDXK | + | + | Onco | 32,217,695 |
| 42 | 0006988 | chr11:36,248,634–36,248,980 | Onco | 29,307,994 | |||||||
| 43 | chr14:101,402,109–101,464,448 | chr14:101,402,109–101,464,448 | miR-145-5p | Onco | 29,922,161 | ||||||
| 44 | chr4:52,729,603–52,780,244 | chr4:52,729,603–52,780,244 | miR-145-5p | Onco | 29,922,161 | ||||||
| 45 | 0000284 | chr11:33,307,958–33,309,057 | miR-330-5p | RASSF1 | EMT | + | Onco | 32,104,074 | |||
| 46 | 101672/004077/003251 | Onco | 29,781,033 | ||||||||
| 47 | 101543/002747/000926 | Suppr | 29,781,033 | ||||||||
cyto: cytoplasm; nucl: nucleus; miRNAs: microRNAs; RBPs: RNA binding proteins; Meta: Metastasis; Pheno: Phenomenon; onco: oncogene; suppr: suppressor
Fig. 3The specific mechanism of circRNAs in the proliferation, cell cycle, and apoptosis of PC cells
Fig. 4The specific mechanism of circRNAs in the migration, invasion, angiogenesis, and metastasis of PC cells
Overview of prognostic, diagnostic and clinicopathological significance of circRNAs in pancreatic cancer tissues
| No | Circ | Expression | Cut-off | Detect | Variables | AUC | Survival | Prognostic biomarker | Reference | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Size | Differentiation | T | Lymphatic (N) | Distance (M) | TNM | Vessel invasion | Other | |||||||||
| 1 | 0001946/0005397 | Up | qRT-PCR | 27,997,903 | ||||||||||||
| 2 | 0006913/0000257/0005785/0041150/0008719 | Down | qRT-PCR | 27,997,903 | ||||||||||||
| 3 | 100433/101717/102049/102051/102619/103076/103390/104084/104270 | Up | qRT-PCR | 29,620,241 | ||||||||||||
| 4 | 000167 | Down | qRT-PCR | 29,620,241 | ||||||||||||
| 5 | 0001946 | Up | qRT-PCR | 33,593,338 | ||||||||||||
| 6 | 0006215 | Up | qRT-PCR | 29,930,719 | ||||||||||||
| 7 | 0066147 | Up | qRT-PCR | 32,855,541 | ||||||||||||
| 8 | 0007334 | Up | qRT-PCR | 31,428,151 | ||||||||||||
| 9 | 0000816 | Up | qRT-PCR | 32,217,695 | ||||||||||||
| 10 | chr12:74,678,804–74,700,449 | Up | qRT-PCR and FISH | + | + | 32,879,441 | ||||||||||
| 11 | ciRS-7 | Up | qRT-PCR | + | + | 30,898,507 | ||||||||||
| 12 | 0013912 | Up | qRT-PCR | + | + | 32,884,344 | ||||||||||
| 13 | 0006988 | Up | qRT-PCR | + | + | + | + | 29,307,994 | ||||||||
| 14 | 0050102 | Up | qRT-PCR | + | 33,289,016 | |||||||||||
| 15 | 0000662 | Down | qRT-PCR | + | 33,425,718 | |||||||||||
| 16 | 0099999 | qRT-PCR | + | 30,537,731 | ||||||||||||
| 17 | 0075829 | Up | qRT-PCR | + | + | 33,184,989 | ||||||||||
| 18 | 0007334 | Up | qRT-PCR | + | 33,832,516 | |||||||||||
| 19 | 0000977 | Up in high-HIF1A PC tissues | qRT-PCR | 31,402,756 | ||||||||||||
| 20 | 0071036 | Up | MEL | qRT-PCR | + | PET-CT SUVmax value | 0.65 | OS | + | 33,507,122 | ||||||
| 21 | 0000677 | Up | MEL | qRT-PCR | + | + | + | OS | + | 33,413,045 | ||||||
| 22 | 0000069 | Up | qRT-PCR | + | + | 0.8944 | 33,324,055 | |||||||||
| 23 | 0,060,055 | Up | qRT-PCR | + | 0.9093 | 33,469,368 | ||||||||||
| 24 | 0036627 | Up | MEL | qRT-PCR | + | + | + | OS | + | 29,709,702 | ||||||
| 25 | 0001460 | Up | MEL | qRT-PCR | + | OS | + | 33,750,389 | ||||||||
| 26 | 0007534 | Up | MEL | qRT-PCR | + | + | OS | + | 30,382,592 | |||||||
| 27 | IARS | Up | MEL | qRT-PCR | + | + | + | OS | + | 30,064,461 | ||||||
| 28 | 0030235 | Up | qRT-PCR | + | + | OS | + | 30,591,218 | ||||||||
| 29 | ASH2L | Up | qRT-PCR | + | + | OS | + | 31,718,694 | ||||||||
| 30 | 0001013 | Up | MEL | qRT-PCR | + | + | + | + | OS | 33,563,550 | ||||||
| 31 | ADAM9 | Up | qRT-PCR | + | + | OS | 31,810,373 | |||||||||
| 32 | 0000284 | Up | qRT-PCR | GEM resistance | OS | 32,104,074 | ||||||||||
| 33 | LDLRAD3 | Up | qRT-PCR | OS | 31,521,692 | |||||||||||
| 34 | 0001568 | Up | qRT-PCR and FISH | OS | 32,193,152 | |||||||||||
| 35 | 03955 | Up | qRT-PCR | OS | 33,864,618 | |||||||||||
| 36 | 0009065 | Up | qRT-PCR | + | OS/DFS | + | 32,375,768 | |||||||||
| 37 | 0092314 | Up | MEL | qRT-PCR | + | + | + | OS/DFS | 33,842,379 | |||||||
| 38 | 0005273 | Up | qRT-PCR | + | + | OS/PFS | 33,275,224 | |||||||||
| 39 | 0001649 | Down | MV | qRT-PCR | + | + | OS | + | 29,969,694 | |||||||
| 40 | 0000979 | Down | MEL | qRT-PCR | + | + | OS | 32,878,470 | ||||||||
| 41 | 0086375 | Down | qRT-PCR | + | + | OS/DFS | + | 32,366,257 | ||||||||
MEL: Median Expression Level; MV: Mean Value; GEM: Gemcitabine; AUC: Area Under the Curve; OS: Overall Survival; DFS: Disease-free Survival; PFS: Progression-free survival
Overview of prognostic, diagnostic and clinicopathological significance of circRNAs in pancreatic cancer plasmas
| No | Circ | Expression | Cut-off | Detect | Clinical significance | AUC | Sensitivity | Specificity | Survival | Prognostic biomarker | Reference |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 0002130/0000896/0101692/0005882/0001250/0000128 | Up | qRT-PCR | 31,605,569 | |||||||
| 2 | 0103896/0006662/0035432/0094190 | Down | qRT-PCR | 31,605,569 | |||||||
| 3 | 0,001,013 | Up | qRT-PCR | 33,563,550 | |||||||
| 4 | chr12:74,678,804–74,700,449 | Up | qRT-PCR | 32,879,441 | |||||||
| 5 | 0006988 | Up | qRT-PCR | CA19-9 level, Vessel invasion, Lymphatic invasion, Distance metastasis, TNM stage | 0.67 | 0.5738 | 0.7049 | 29,307,994 | |||
| 6 | 0000677 | Up | qRT-PCR | 0.716 | 0.6276 | 0.7429 | 33,413,045 | ||||
| 7 | 0036627 | MEL | qRT-PCR | Duodenal invasion, Vessel invasion, T stage, TNM stage | OS | + | 29,709,702 | ||||
| 8 | IARS | Up | qRT-PCR | Exosomes from patients with or without metastasis | 30,064,461 | ||||||
| 9 | chr14:101,402,109–101,464,448/chr4:52,729,603–52,780,244 | Up in non-GEM-responsive | qRT-PCR | 29,922,161 |
MEL: Median Expression Level; AUC: Area Under the Curve; OS: Overall Survival