| Literature DB >> 25167801 |
Hyun Chang1, Nayoung Kim2, Ji Hyun Park3, Ryoung Hee Nam1, Yoon Jeong Choi1, Hye Seung Lee4, Hyuk Yoon1, Cheol Min Shin1, Young Soo Park2, Jung Min Kim5, Dong Ho Lee2.
Abstract
BACKGROUND/AIMS: This study was conducted to identify microRNAs (miRNAs) that are differentially expressed in Helicobacter pylori-infected patients with an intestinal type of gastric cancer using miRNA microarray and to confirm the candidate miRNA expression levels.Entities:
Keywords: Gastric carcinogenesis; Helicobacter pylori; Mi-croarray; MicroRNAs; TaqMan miRNA assays
Mesh:
Substances:
Year: 2015 PMID: 25167801 PMCID: PMC4351025 DOI: 10.5009/gnl13371
Source DB: PubMed Journal: Gut Liver ISSN: 1976-2283 Impact factor: 4.519
Characteristics of the Subjects Used in the MicroRNA Microarray and TaqMan Assay Analyses
| miRNA microarray | TaqMan miRNA assay | |||||
|---|---|---|---|---|---|---|
|
|
| |||||
| Age, yr | 69.3±1.7 | 67.8±3.4 | 60.1±11.0 | 61.4±8.5 | 66.5±8.8 | 67.3±8.1 |
| Male sex | 6 (75) | 5 (62.5) | 17 (70.8) | 15 (62.5) | 19 (79.2) | 18 (64.3) |
| Intestinal type histology | 8 (100.0) | 8 (100.0) | - | - | 24 (100.0) | 28 (100.0) |
Data are presented as mean±standard error or number (%). Hp+, current active Helicobacter pylori infection if any one of these endoscopy-based tests are positive (Campylobacter-like organism [CLO] test, culture, and histology); Hp-, the absence of H. pylori by both endoscopy-based tests and serological testing.
miRNA, microRNA; Hp, Helicobacter pylori; GC, gastric cancer group; Cont., noncancer controls.
Fig. 1Unsupervised hierarchical clustering analysis of gastric cancer formalin-fixed paraffin-embedded tissues. (A) A total of 1,781 microRNA (miRNA) probes were identified as differentially expressed between the cancerous and noncancerous regions of patients with gastric cancer. The higher normalized ratio value denotes higher expression levels of the miRNAs. (B) Two subclasses, Helicobacter pylori (Hp)-positive (n=7) and H. pylori-negative (n=6), showed clustering results of 219 miRNAs that exhibited 2-fold changes in gastric cancer samples. (C) A fold-change graph of 18 miRNAs upregulated in H. pylori-positive cancer. (D) A fold-change graph of 19 miRNAs upregulated in H. pylori-negative cancer.
*p<0.05; †p<0.01.
Differential Expression of 37 MicroRNAs between the H. pylori-Positive and H. pylori-Negative Gastric Cancer Tissue Samples
| miRNA | Fold change | p-value | miRNA | Fold change | p-value | ||
|---|---|---|---|---|---|---|---|
| Up in | 3.55 | <0.0213 | Up in | 4.11 | <0.0102 | ||
| 3.36 | <0.0193 | 3.70 | <0.0193 | ||||
| 3.22 | <0.0168 | 3.57 | <0.015 | ||||
| 3.01 | <0.0279 | 3.51 | <0.0458 | ||||
| 2.83 | <0.0236 | 3.42 | <0.0085 | ||||
| 2.80 | <0.0446 | 3.05 | <0.0244 | ||||
| 2.70 | <0.0227 | 2.90 | <0.0169 | ||||
| 2.54 | <0.0055 | 2.73 | <0.0182 | ||||
| 2.40 | <0.0322 | 2.67 | <0.0406 | ||||
| 2.38 | <0.0268 | 2.65 | <0.0368 | ||||
| 2.37 | <0.0312 | 2.55 | <0.0049 | ||||
| 2.26 | <0.006 | 2.25 | <0.0076 | ||||
| 2.25 | <0.0273 | 2.17 | <0.024 | ||||
| 2.24 | <0.0309 | 2.14 | <0.0366 | ||||
| 2.10 | <0.0394 | 2.09 | <0.0233 | ||||
| 2.03 | <0.021 | 2.07 | <0.0445 | ||||
| 2.03 | <0.0292 | 2.04 | <0.0237 | ||||
| 2.02 | <0.0363 | 2.03 | <0.0078 | ||||
| 2.00 | <0.0428 |
miRNA, microRNA; Hp, Helicobacter pylori; GC, gastric cancer group.
Fold change denotes reciprocal ratio, Hp+ GC/Hp- GC and Hp- GC/Hp+ GC. More than 2-fold changed hybridization signals were reserved for candidate miRNAs;
Differences in fold-change were considered statistically significant if the p-value of the one-way analysis of variance was <0.05;
Up in Hp+ GC, upregulated in the cancerous regions of H. pylori-positive cancer;
Up in Hp- GC, upregulated in the cancerous regions of H. pylori-negative cancer.
List of the Validation Assay Targets
| Stomach neoplasms | Assay ID | Sequence | |||
|---|---|---|---|---|---|
|
| |||||
| miRWalk | HMDD | Conserved miRNAs | |||
| Up in | 002196 | CAAGCUCGUGUCUGUGGGUCCG | |||
| 001531 | AGGCACGGUGUCAGCAGGC | ||||
| 001582 | AGGGAUCGCGGGCGGGUGGCGGCCU | ||||
| Up in | 000508 | UUCCCUUUGUCAUCCUAUGCCU | |||
| 002658 | AACAAUAUCCUGGUGCUGAGUG | ||||
| 000564 | UUUGUUCGUUCGGCUCGCGUGA | ||||
| 0001590 | CAAAAAUCUCAAUUACUUUUGC | ||||
miRNA, microRNA; Hp, Helicobacter pylori; GC, gastric cancer group.
The miRNA list of stomach neoplasms denotes the validated targets of two databases, miRWalk and HMDD. The validation study was conducted using seven conserved miRNAs;
Conserved miRNAs denotes overlapping miRNAs in the screened 37 miRNAs and the miRNA list from miRWalk and HMDD;
ID of TaqMan miRNA assays in miRBase version 19.0. RNU6B was used as an endogenous control.
Fig. 2Correlation analysis representing the corresponding fold-increase levels from the TaqMan miRNA assays for the same microRNAs (miRNAs) in the miRNA microarray. (A) Between noncancerous mucosa from Helicobacter pylori (Hp)-positive and H. pylori-negative gastric cancer groups and normal mucosa of H. pylori-positive and H. pylori-negative control groups. (B) Between cancerous mucosa of H. pylori-positive and H. pylori-negative cancer groups. r2, Spearman correlation coefficient; p, value of paired Student t-test.
GC, gastric cancer group.
Fig. 3MicroRNA (miRNA) expression levels of seven miRNAs in the cancer and control groups. (A) The miRNA expression levels of three miRNAs overexpressed in the Helicobacter pylori-positive cancer group. (B) The miRNA expression levels of four miRNAs overexpressed in the H. pylori-negative cancer group.
Cont., noncancer control groups; GC, gastric cancer group; Hp-, H. pylori-negative; Hp+, H. pylori-positive. *p<0.05; †p<0.01.