| Literature DB >> 31186704 |
Mao Zhang1, Jie Hu2, Haoran Li1, Shun Zhang1, Weiyu Hu1, Liqun Wu1, Bing Han1.
Abstract
Tumour necrosis factor α (TNF-α) and p38 mitogen-activated protein kinase (p38MAPK) serve an important role in regulating tumour cell apoptosis. However, a limited number of studies have investigated the predictive value of both TNF-α and p38MAPK in hepatocellular carcinoma (HCC). An integrated bioinformatics analysis was initially performed using two datasets available from the Oncomine™ database to determine the association between TNF-α and/or p38MAPK expression and prognosis of patients with HCC. Subsequently, TNF-α and p38MAPK expression in tissue samples from 83 patients with HCC classified as T1N0M0, using the Tumour-Node-Metastasis (TNM) staging system, was investigated using immunohistochemistry. The associations between clinicopathological characteristics and different TNF-α and p38MAPK expression levels in HCC were investigated using the χ2 test. Kaplan-Meier and Cox univariate/multivariate survival analyses were performed to explore the predictive significance of TNF-α and/or p38MAPK expression in patients with HCC. Using the Oncomine™ database, it was revealed that TNF-α and/or p38MAPK expression was not significantly associated with overall survival (OS) or disease-free survival (DFS) rates; however, TNF-α and p38MAPK expression levels were positively associated (P<0.05), and high p38MAPK expression was significantly associated with low aspartate aminotransferase levels (P<0.05). Compared with low expression levels of TNF-α and p38MAPK together, high expression of TNF-α alone, p38MAPK alone and TNF-α and p38MAPK together were significantly associated with improved OS and DFS rates (P<0.05). Additionally, multivariate Cox regression models suggested that high expression levels of TNF-α alone, p38MAPK alone, or TNF-α and p38MAPK together in the HCC microenvironment were independent predictive factors for OS and DFS rates (P<0.05). Patients with T1N0M0 HCC with high TNF-α and/or p38MAPK expression had a significantly lower risk of recurrence and mortality compared with patients with low TNF-α and p38MAPK expression. Consequently, TNF-α and p38MAPK could serve as predictive biomarkers or potential therapeutic targets for T1N0M0 HCC treatment.Entities:
Keywords: bioinformatics; hepatocellular carcinoma; immunohistochemistry; p38 mitogen-activated protein kinase; prognosis; tumour necrosis factor α
Year: 2019 PMID: 31186704 PMCID: PMC6507481 DOI: 10.3892/ol.2019.10193
Source DB: PubMed Journal: Oncol Lett ISSN: 1792-1074 Impact factor: 2.967
Figure 1.TNF-α and p38MAPK expression levels detected using immunohistochemistry. (A) Low expression and (B) high expression of TNF-α in the hepatocellular carcinoma microenvironment (magnification, ×100 and ×400). (C) Low expression and (D) high expression of p38MAPK in the hepatocellular carcinoma microenvironment (magnification, ×100 and ×400). TNF-α, tumour necrosis factor-α; p38MAPK, p38 mitogen-activated protein kinase.
Association between TNF-α/p38MAPK expression and clinicopathological characteristics.
| TNF-α | p38MAPK | ||||||
|---|---|---|---|---|---|---|---|
| Parameter | n (%) | High | Low | P-value | High | Low | P-value |
| Sex | 0.989[ | 0.846[ | |||||
| Male | 67 (80.7) | 42 | 25 | 46 | 21 | ||
| Female | 16 (19.3) | 10 | 6 | 12 | 4 | ||
| Age, years | 0.803[ | 0.567[ | |||||
| <50 | 20 (24.1) | 13 | 7 | 15 | 5 | ||
| ≥50 | 63 (75.9) | 39 | 24 | 43 | 20 | ||
| Alcohol abuse | 0.835[ | 0.268[ | |||||
| Yes | 23 (27.7) | 14 | 9 | 14 | 9 | ||
| No | 60 (72.3) | 38 | 22 | 44 | 16 | ||
| HBV infection | 0.919[ | 0.169[ | |||||
| Yes | 74 (89.2) | 47 | 27 | 54 | 20 | ||
| No | 9 (10.8) | 5 | 4 | 4 | 5 | ||
| TBIL level, µmol/l | 0.684[ | 1.000[ | |||||
| ≤22 | 72 (86.7) | 44 | 28 | 50 | 22 | ||
| >22 | 11 (13.3) | 8 | 3 | 8 | 3 | ||
| ALB level, g/l | 0.530[ | 0.169[ | |||||
| <35 | 9 (10.8) | 7 | 2 | 4 | 5 | ||
| ≥35 | 74 (89.2) | 45 | 29 | 54 | 20 | ||
| ALT level, U/l | 0.722[ | 0.542[ | |||||
| ≤60 | 68 (81.9) | 42 | 26 | 49 | 19 | ||
| >60 | 15 (18.1) | 10 | 5 | 9 | 6 | ||
| AST level, U/l | 0.803[ | 0.026[ | |||||
| ≤42 | 63 (75.9) | 39 | 24 | 48 | 15 | ||
| >42 | 20 (24.1) | 13 | 7 | 10 | 10 | ||
| PLT level, ×109 cells/l | 0.304[ | 0.467[ | |||||
| <100 | 19 (22.9) | 10 | 9 | 12 | 7 | ||
| ≥100 | 64 (77.1) | 42 | 22 | 46 | 18 | ||
| Liver cirrhosis | 1.000[ | 0.871[ | |||||
| Yes | 9 (10.8) | 6 | 3 | 7 | 2 | ||
| No | 74 (89.2) | 46 | 28 | 51 | 23 | ||
| AFP level, ng/l | 0.779[ | 0.257[ | |||||
| ≤400 | 63 (75.9) | 40 | 23 | 42 | 21 | ||
| >400 | 20 (24.1) | 12 | 8 | 16 | 4 | ||
| Child-Pugh grade | 1.000[ | 0.301[ | |||||
| A | 82 (98.8) | 51 | 31 | 58 | 24 | ||
| B | 1 (1.2) | 1 | 0 | 0 | 1 | ||
| Tumor size, cm | 0.363[ | 0.231[ | |||||
| ≤5 | 76 (91.6) | 46 | 30 | 55 | 21 | ||
| >5 | 7 (8.4) | 6 | 1 | 3 | 4 | ||
| Tumor margin, cm | 0.530[ | 0.089[ | |||||
| ≤2 | 74 (89.2) | 45 | 29 | 49 | 25 | ||
| >2 | 9 (10.8) | 7 | 2 | 9 | 0 | ||
| Pathological differentiation | 0.694[ | 0.377[ | |||||
| High | 8 (9.6) | 4 | 4 | 4 | 4 | ||
| Middle and low | 75 (90.4) | 48 | 27 | 54 | 21 | ||
| Microvascular tumor thrombus | 0.722[ | 0.991[ | |||||
| Yes | 15 (18.1) | 10 | 5 | 11 | 4 | ||
| No | 68 (81.9) | 42 | 26 | 47 | 21 | ||
| Capsule invasion | 0.470[ | 1.000[ | |||||
| Yes | 76 (91.6) | 49 | 27 | 53 | 23 | ||
| No | 7 (8.4) | 3 | 4 | 5 | 2 | ||
Pearson's χ2 test
Continuity correction by χ2 test
Fisher's exact test. TNF-α, tumor necrosis factor α; p38MAPK, p38 mitogen-activated protein kinase; HBV, hepatitis B virus; TBIL, total bilirubin; ALB, albumin; ALT, alanine aminotransferase; AST, aspartate aminotransferase; PLT, platelet; AFP, α-fetoprotein.
Association between the expression of TNF-α and p38MAPK.
| TNF-α | Pearson's contingency | |||
|---|---|---|---|---|
| p38MAPK | High | Low | Coefficient | P-value |
| High | 41 | 17 | 0.253 | 0.021 |
| Low | 11 | 14 | ||
TNF-α, tumor necrosis factor α; p38MAPK, p38 mitogen-activated protein kinase.
Figure 2.Predictive value of TNF-α and/or p38MAPK expression in the Oncomine™ database hepatocellular carcinoma samples. Kaplan-Meier overall survival and disease-free survival analysis of the different samples stratified according to the specific expression category: (A and B) both high vs. all others, (C and D) both high vs. both low, (E and F) TNF-α high vs. both low, (G and H) p38MAPK high vs. both low. TNF-α, tumour necrosis factor-α; p38MAPK, p38 mitogen-activated protein kinases.
Figure 3.Predictive value of TNF-α and/or p38MAPK expression in patients with T1N0M0 hepatocellular carcinoma. Kaplan-Meier overall survival and disease-free survival analysis of the different tissues stratified according to the specific expression category: (A and B) both high vs. all others, (C and D) both high vs. both low, (E and F) TNF-α high vs. both low, (G and H) p38MAPK high vs. both low. TNF-α, tumour necrosis factor-α; p38MAPK, p38 mitogen-activated protein kinase.
Multivariate analysis of variables potentially associated with overall survival (Cox regression model).
| Variable | HR (95% CI) | P-value |
|---|---|---|
| TNF-α | ||
| HBV infection (no vs. yes) | 3.296 (1.212–8.967) | 0.019 |
| PLT level (<100 vs. ≥100×109 cells/l) | 0.417 (0.188–0.921) | 0.031 |
| TNF-α (both low vs. TNF-α high) | 0.461 (0.213–0.999) | 0.0497 |
| p38MAPK | ||
| p38MAPK (both low vs. p38MAPK high) | 0.332 (0.157–0.702) | 0.004 |
| TNF-α and p38MAPK | ||
| Microvascular tumor thrombus (no vs. yes) | 2.863 (1.141–7.185) | 0.025 |
| TNF-α and p38MAPK (both low vs. both high) | 0.251 (0.108–0.588) | 0.001 |
HR, hazard ratio; CI, confidence interval; TNF-α, tumor necrosis factor α; HBV, hepatitis B virus; PLT, platelet; p38MAPK, p38 mitogen-activated protein kinase.
Multivariate analysis of variables potentially associated with disease-free survival (Cox regression model).
| Variable | HR (95% CI) | P-value |
|---|---|---|
| TNF-α | ||
| Tumor size (≤5 cm vs. >5 cm) | 2.340 (1.022–5.356) | 0.044 |
| Microvascular tumor thrombus (no vs. yes) | 2.411 (1.235–4.707) | 0.010 |
| TNF-α (both low vs. TNF-α high) | 0.621 (0.444–0.869) | 0.005 |
| p38MAPK | ||
| Microvascular tumor thrombus (no vs. yes) | 2.057 (1.068–3.964) | 0.031 |
| p38MAPK (both low vs. p38MAPK high) | 0.372 (0.193–0.716) | 0.003 |
| TNF-α and p38MAPK | ||
| Microvascular tumor thrombus (no vs. yes) | 2.500 (1.230–5.079) | 0.011 |
| TNF-α and p38MAPK (both low vs. both high) | 0.337 (0.166–0.681) | 0.002 |
HR, hazard ratio; CI, confidence interval; TNF-α, tumor necrosis factor α; p38MAPK, p38 mitogen-activated protein kinase.