| Literature DB >> 35281807 |
Yi Shou1,2, Yuenan Liu1,2, Jiaju Xu1,2, Jingchong Liu1,2, Tianbo Xu1,2, Junwei Tong1,2, Lilong Liu1,2, Yaxin Hou1,2, Di Liu1,2, Hongmei Yang1,2, Gong Cheng1,2, Xiaoping Zhang1,2.
Abstract
Renal cell carcinoma (RCC) is one of the most common malignancies in the urinary system. The mortality of advanced RCC remains high despite advances in systemic therapy of RCC. Considering the misdiagnosis of early-stage RCC, the identification of effective biomarkers is of great importance. Tissue inhibitor matrix metalloproteinase 1 (TIMP1), which belongs to TIMP gene family, is a natural inhibitor of the matrix metalloproteinases (MMPs). In this study, we found TIMP1 was significantly up-regulated in cell lines and RCC tissues. Kaplan-Meier analysis revealed that high expression of TIMP1 indicated a poor prognosis. Multivariate analysis further indicated that TIMP1 overexpression was an independent prognostic factor of RCC patients. Furthermore, knockdown of TIMP1 in vitro suppressed the proliferation, migration, and invasion of RCC cells, while upregulating TIMP1 accelerated the proliferation, migration, and invasion of RCC cells. In addition, we also found that TIMP1 prompted the progression of RCC via epithelial-to-mesenchymal transition (EMT) signaling pathway. In conclusion, the present results suggested that TIMP1 indicated poor prognosis of renal cell carcinoma and could serve as a potential diagnostic and prognostic biomarker for RCC.Entities:
Keywords: EMT-epithelial to mesenchymal transition; TIMP1; biomarker; renal cell carcinoma (RCC); tumorigenesis
Year: 2022 PMID: 35281807 PMCID: PMC8914045 DOI: 10.3389/fgene.2022.648134
Source DB: PubMed Journal: Front Genet ISSN: 1664-8021 Impact factor: 4.599
Clinical characteristics of 59 patients with renal cell carcinoma.
| Characteristic | Data |
|---|---|
| Age, mean ± SEM (years) | 52.3 ± 13.8 |
| Gender, male/female | 31/28 |
| Tumor size, mean ± SEM (cm) | 5.5 ± 3.1 |
| Location, right/left | 27/32 |
| T stage, n (%) | |
| T1a | 13 (22.03) |
| T1b | 28 (47.46) |
| T2a | 8 (13.56) |
| T2b | 5 (8.47) |
| T3 | 2 (3.39) |
| T4 | 2 (3.39) |
| Unknown | 1 (1.69) |
| N stage, n (%) | |
| N0 | 54 (91.53) |
| N1 | 5 (8.47) |
| M stage, n (%) | |
| M0 | 56 (94.92) |
| M1 | 3 (5.08) |
| Fuhrman grade, n (%) | |
| 1 | 14 (23.73) |
| 2 | 27 (45.76) |
| 3 | 9 (15.25) |
| 4 | 4 (6.78) |
| Unknown | 5 (8.47) |
FIGURE 1Heatmap of mRNA expression levels of TIMP family obtained from TCGA_KIRC. Red represented high expression and blue represented low expression. TIMP, Tissue inhibitor matrix metalloproteinase; KIRC, kidney renal clear cell carcinoma; TCGA, The Cancer Genome Atlas.
FIGURE 2TIMP1 was upregulated in RCC. The mRNA expression level and clinical parameters were downloaded from TCGA_KIRC. (A) mRNA levels of TIMP family proteins in RCC tissues and paired normal tissues. (B) TIMP1 was upregulated in three renal statistics downloaded from the Oncomine database, including Beroukhim, Jones, and Yusenko renal statistics. TIMP, Tissue inhibitor matrix metalloproteinase; TIMP1, Tissue inhibitor matrix metalloproteinase 1; RCC, clear cell renal cell carcinoma, TCGA, The Cancer Genome Atlas; KIRC, kidney renal clear cell carcinoma.
FIGURE 3High level of TIMP1 indicated poor OS of patients with RCC. Kaplan-Meier curves for overall survival (OS) were performed in patients with RCC based on the TCGA database. (A) OS was closely associated with TIMP1 levels. OS subanalysis was applied in patients with different clinical parameters. (B) Patients at T1 and T2 stage, (C) Patients at N0 stage, (D) Patients at M0 stage, (E) Patients at G1 and G2 stage, (F) Patient with age<60, (G) Patients with age≥60, (H) Male patients, (I) Female patients. TIMP1, Tissue inhibitor matrix metalloproteinase 1; RCC, renal cell carcinoma; TCGA, The Cancer Genome Atlas.
FIGURE 4High level of TIMP1 suggested poor DFS of patients with RCC. Kaplan-Meier curves for disease-free survival (DFS) were performed in patients with RCC. (A) High level of TIMP1 indicated poor DFS. Kaplan-Meier curves for DFS as determined by different clinical parameters in RCC. (B) Patients at T1 and T2 stage, (C) Patients at N0 stage, (D) Patients with age≥60, (E) Female patients. TIMP1, Tissue inhibitor matrix metalloproteinase 1; RCC, renal cell carcinoma; TCGA, The Cancer Genome Atlas.
Univariate and multivariate analyses of TIMP1 mRNA level and patient overall survival.
| Variable | Univariate analysis | Multivariate analysis | ||||
|---|---|---|---|---|---|---|
| HR | 95% CI |
| HR | 95% CI |
| |
| Overall survival (n = 522) | ||||||
| TIMP1 | 2.375 | 1.724–3.271 | <0.001 | 1.528 | 1.080–2.161 | 0.017 |
| Age (years) | 1.786 | 1.312–2.450 | <0.001 | 1.600 | 1.159–2.209 | 0.004 |
| Gender | 0.933 | 0.683–1.275 | 0.663 | |||
| T stage | 3.209 | 2.361–4.364 | <0.001 | 1.572 | 1.089–2.270 | 0.016 |
| N stage | 3.944 | 2.135–7.285 | <0.001 | 1.998 | 1.060–4.136 | 0.032 |
| M stage | 4.351 | 3.180–5.951 | <0.001 | 2.521 | 1.766–3.599 | <0.001 |
| G grade | 2.715 | 1.925–3.827 | <0.001 | 1.477 | 1.009–2.162 | 0.045 |
Multivariate models were adjusted for TIMP1, T, N, M, G classification, and age.
Hazard ratio, estimated from Cox proportional hazard regression model.
Confidence interval of the estimated HR.
Univariate and multivariate analyses of TIMP1 mRNA level and patient disease-free survival.
| Variable | Univariate analysis | Multivariate analysis | ||||
|---|---|---|---|---|---|---|
| HR | 95% CI |
| HR | 95% CI |
| |
| DFS (n = 428) | ||||||
| TIMP1 | 2.999 | 2.024–4.442 | <0.001 | 2.104 | 1.364–3.245 | 0.001 |
| Age (years) | 1.364 | 0.956–1.946 | 0.086 | |||
| Gender | 1.421 | 0.957–2.112 | 0.082 | |||
| T stage | 4.571 | 3.164–6.603 | <0.001 | 1.954 | 1.275–2.996 | 0.002 |
| N stage | 6.024 | 3.024–11.997 | <0.001 | 2.833 | 1.390–5.774 | 0.004 |
| M stage | 8.522 | 5.870–12.372 | <0.001 | 4.999 | 3.317–7.681 | <0.001 |
| G grade | 3.426 | 2.269–5.172 | <0.001 | 2.124 | 1.363–3.309 | 0.001 |
Multivariate models were adjusted for TIMP1, T, N, M, G classification.
Hazard ratio, estimated from Cox proportional hazard regression model.
Confidence interval of the estimated HR.
FIGURE 5TIMP1 expression level was associated with different clinicopathological parameters. The mRNA expression levels of TIMP1 were downloaded from the TCGA-KIRC database. TIMP1 was upregulated in (A) T stage, (B) lymph node metastasis, (C) distant metastases, (D) TNM stage, (E) G grade, (F) gender, (G) OS status, (H) DFS status. ****p < 0.0001; ***p < 0.001; *p < 0.05. TIMP1, Tissue inhibitor matrix metalloproteinase 1; RCC, clear cell renal cell carcinoma; KIRC, kidney renal clear cell carcinoma; TCGA, The Cancer Genome Atlas; TNM, Tumor-Node-Metastasis; OS, overall survival; DFS, disease-free survival.
Correlation between TIMP1 mRNA expression and clinicopathological parameters of ccRCC patients.
| Parameter | Number | TIMP1 mRNA expression |
| ||
|---|---|---|---|---|---|
| Low ( | High ( | ||||
| Age (years) | <60 | 244 | 119 | 125 | 0.599 |
| ≥60 | 278 | 142 | 136 | ||
| Gender | Female | 180 | 105 | 75 | 0.006 |
| Male | 342 | 156 | 186 | ||
| T stage | T1 or T2 | 335 | 190 | 145 | <0.001 |
| T3 or T4 | 187 | 71 | 116 | ||
| N stage | N0 or NX | 507 | 258 | 249 | 0.018 |
| N1 | 15 | 3 | 12 | ||
| M stage | M0 or MX | 445 | 237 | 208 | <0.001 |
| M1 | 77 | 24 | 53 | ||
| G grade | G1 or G2 or Gx | 245 | 146 | 99 | <0.001 |
| G3 or G4 | 277 | 115 | 162 | ||
| TNM stage | I + II | 317 | 186 | 131 | <0.001 |
| III + IV | 205 | 75 | 130 | ||
p < 0.05.
FIGURE 6The mRNA expression level of TIMP1 can serve as a biomarker for clinical RCC diagnosis. (A) TIMP1 could effectively distinguish RCC from normal tissues (AUC = 0.8858; p < 0.0001). ROC analysis was performed in the following subgroups of patients with RCC: (B) T grade, (C) G stage, (D) distant metastases, (E) TNM stage, (F) OS status, (G) DFS status and (H) gender. TIMP1, Tissue inhibitor matrix metalloproteinase 1; RCC, clear cell renal cell carcinoma; ROC, Receiver operating curve, AUC, area under the curve; OS, overall survival; DFS, disease-free survival.
FIGURE 7TIMP1 was upregulated in RCC cell lines and tissues. (A) Levels of TIMP1 mRNA in 5 renal cancer cell lines (786-O, ACHN, A498, CAKI-1, OSRC-2) and a normal cell line (HK-2). (B) Levels of TIMP1 protein in 5 renal cancer cell lines (786-O, ACHN, A498, CAKI-1, OSRC-2) and a normal cell line (HK-2). (C) The mRNA levels of TIMP1 in 20 RCC tissues and adjacent nonmalignant tissues. (D) The protein levels of TIMP1 in RCC tissues and adjacent nonmalignant tissues. (E) Immunohistochemical (IHC) staining for TIMP1 in RCC tissues and adjacent nonmalignant tissues. The images are the lower magnification of the same tissue as that presented in the larger image of each set. Magnification, ×100 and ×400. TIMP1 expression was normalized to β-actin expression. ****p < 0.0001; *p < 0.05. TIMP1, Tissue inhibitor matrix metalloproteinase 1 RCC, clear cell renal cell carcinoma.
FIGURE 8TIMP1 promoted the proliferation, migration and invasion of RCC cells. (A) Verification of TIMP1 mRNA levels in transfected 786-O and ACHN cell lines. (B) Verification of TIMP1 protein levels in 786-O and ACHN cell lines after knocking down or overexpressing TIMP1. (C,D) Cell growth curves of CCK8 assays for transfected 786-O and ACHN cell lines to evaluate cell proliferation. (E,F) Transwell assays for transfected ACHN and 786-O cells to evaluate cell migration and invasion ability (Magnification: ×100). All results were plotted as the means ± SEM from three independent experiments. ****p < 0.0001, ***p < 0.001, **p < 0.01. TIMP1, Tissue inhibitor matrix metalloproteinase 1.
FIGURE 9TIMP1 was involved in multiple biological processes and promoted RCC via EMT pathway. (A–F) GSEA analysis for the correlations between the biological pathways with the levels of the TIMP1 mRNA based on TCGA database. FDR<25% and p < 0.05 were considered statistically significant. (G) The protein-protein interaction network of TIMP1. (H,I) Biological processes and KEGG pathways in STRING. (J) Verification of N-cadherin and E-cadherin protein changes after silencing TIMP1 in 786-O and ACHN. TIMP1, Tissue inhibitor matrix metalloproteinase 1, KEGG (Kyoto Encyclopedia of Genes and Genomes).
GO enrichment of TIMP1 retrieved from the STRING database.
| Term ID | Term description | Observed gene count | Background gene count | FDR | Matching proteins |
|---|---|---|---|---|---|
| GO:0030198 | Extracellular matrix organization | 7 | 296 | 4.32E-12 | TIMP1, MMP2, TGFB1, THBS1, MMP3, MMP14, MMP1, MMP9, SPP1 |
| GO:0019221 | Cytokine-mediated signaling pathway | 11 | 655 | 5.25E-08 | TIMP1, MMP2, TGFB1, MMP3, MMP1, MMP9, IL6, IL10 |
| GO:0016477 | Cell migration | 7 | 812 | 6.15E-06 | TGFB1, THBS1, MMP14, MMP1, MMP9, IL6, IL10 |
| GO:0048522 | Positive regulation of cellular process | 11 | 4898 | 1.47E-05 | TIMP1, MMP2, TGFB1, THBS1, MMP3, MMP14, MMP1, MMP9, SPP1, IL6, IL10 |
| GO:0008284 | Positive regulation of cell population proliferation | 8 | 878 | 7.74E-06 | TIMP1, MMP2, TGFB1, THBS1, MMP9, IL6, IL10 |
| GO:0043170 | Macromolecule metabolic process | 9 | 7453 | 0.00039 | TIMP1, MMP2, TGFB1, THBS1, MMP3, MMP14, MMP1, MMP9, SPP1, IL6, IL10 |
| GO:0009966 | Regulation of signal transduction | 11 | 3033 | 0.00052 | TIMP1, TGFB1, THBS1, MMP14, MMP9, SPP1, IL6, IL10 |
| GO:0031323 | Regulation of cellular metabolic process | 8 | 6082 | 0.0042 | TIMP1, TGFB1, THBS1, MMP3, MMP14, MMP9, SPP1, IL6, IL10 |
| GO:0005576 | Extracellular region | 9 | 2505 | 4.08E-09 | TIMP1, MMP2, TGFB1, THBS1, MMP3, MMP14, MMP1, MMP9, SPP1, IL6, IL10 |
| GO:0012505 | Endomembrane system | 11 | 4347 | 0.0228 | TIMP1, TGFB1, THBS1, MMP14, MMP9, SPP1, IL6 |
| GO:0004222 | Metalloendopeptidase activity | 7 | 110 | 2.39E-07 | MMP2, MMP3, MMP14, MMP1, MMP9 |
| GO:0005125 | Cytokine activity | 5 | 216 | 1.31E-05 | TIMP1, TGFB1, SPP1, IL6, IL10 |
| GO:0008083 | Growth factor activity | 4 | 160 | 1.77E-05 | TIMP1, TGFB1, IL6, IL10 |
| GO:0046872 | Metal ion binding | 7 | 4087 | 0.0097 | TIMP1, MMP2, THBS1, MMP3, MMP14, MMP1, MMP9 |
| GO:0005488 | Binding | 11 | 11878 | 0.0143 | TIMP1, MMP2, TGFB1, THBS1, MMP3, MMP14, MMP1, MMP9, SPP1, IL6, IL10 |
| GO:0030141 | Secretory granule | 4 | 828 | 0.0078 | TIMP1, TGFB1, THBS1, MMP9 |
| GO:0012505 | Endomembrane system | 7 | 4347 | 0.0228 | TIMP1, TGFB1, THBS1, MMP14, MMP9, SPP1, IL6 |
GO, gene ontology; TIMP1, Tissue inhibitor matrix metalloproteinase 1; FDR, false discovery rate.
KEGG enrichment of TIMP1 retrieved from the STRING database.
| Term ID | Term description | Observed gene count | Background gene count | FDR | Matching proteins |
|---|---|---|---|---|---|
| hsa04657 | IL-17 signaling pathway | 4 | 92 | 3.45E-06 | MMP3, MMP1, MMP9, IL6 |
| hsa04668 | TNF signaling pathway | 4 | 108 | 5.13E-06 | MMP3, MMP14, MMP9, IL6 |
| hsa05205 | Proteoglycans in cancer | 4 | 195 | 3.19E-05 | MMP2, TGFB1, THBS1, MMP9 |
| hsa05200 | Pathways in cancer | 5 | 515 | 4.61E-05 | MMP2, TGFB1, MMP1, MMP9, IL6 |
| hsa04068 | Fofo signaling pathway | 3 | 130 | 0.00027 | TGFB1, IL6, IL10 |
| hsa05202 | Transcriptional misregulation in cancer | 3 | 169 | 0.00052 | MMP3, MMP9, IL6 |
| hsa04060 | Cytokine-cytokine receptor interaction | 3 | 263 | 0.0016 | TGFB1, IL6, IL10 |
| hsa04151 | PI3K-Act signaling pathway | 3 | 348 | 0.003 | THBS1, SPP1, IL6 |
| hsa04350 | TGF-beta signaling pathway | 2 | 83 | 0.0033 | TGFB1, THBS1 |
| hsa04512 | ECM-receptor interaction | 2 | 81 | 0.0033 | THBS1, SPP1 |
| hsa04912 | GnRH signaling pathway | 2 | 88 | 0.0034 | MMP2, MMP14 |
| hsa04066 | HIF-1 signaling pathway | 2 | 98 | 0.0038 | TIMP1, IL6 |
| hsa04620 | Toll-like receptor signaling pathway | 2 | 102 | 0.0039 | SPP1, IL6 |
| hsa04630 | Jak-STAT signaling pathway | 2 | 160 | 0.0072 | IL6, IL10 |
| hsa04933 | AGE-RAGE signaling pathway in diabetic complications | 3 | 98 | 0.00014 | MMP2, TGFB1, IL6 |
KEGG, kyoto encyclopedia of genes and genomes; TIMP1, Tissue inhibitor matrix metalloproteinase 1; FDR, false discovery rate.