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Xu Q, Wang J, Wang J, Zhu Y, Chen B, Guo R, Qian Y, Yuan H, Liu F. A Pan-Cancer Analysis to Provide Insight into the Immunological Role and Prognostic Value of HTRA3. Crit Rev Eukaryot Gene Expr 2023; 33:57-75. [PMID: 37606164 DOI: 10.1615/critreveukaryotgeneexpr.2023048936] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/23/2023]
Abstract
High-temperature requirement factor A3 (HTRA3), a member of the HTRA protein family, is closely associated with apoptosis and plays a crucial role in controlling signal transmission and cancer development. However, the regulatory pathways of HTRA3 in tumors are not fully understood, necessitating a comprehensive analysis of HTRA3 in cancers. In this study, we conducted a multi-omics analysis of HTRA3 in pan-cancer using data from various databases including TCGA, cBioPortal, GeneMANIA, DAVID, TIMER2.0, SangerBox, and RNAactDrug. Our analysis included gene expression, survival prognosis, diagnostic value, mutation, gene-gene interaction, enrichment analysis, and drug sensitivity analysis. We found that HTRA3 is aberrantly expressed in a variety of cancers and significantly correlates with diagnosis, prognosis, TMB, MSI, immune checkpoint (ICP) genes, and drug sensitivity in various cancer types. HTRA3 is involved in a variety of cancer pathways, particularly extracellular matrix (ECM) alterations, and has a potential role in epithelial-mesenchymal transition (EMT). HTRA3 expression is positively correlated with the abundance of cancer-associated fibroblasts (CAFs) and endothelial cells in the tumor microenvironment, and is also positively correlated with immune scores, stromal scores, and ESTIMATE scores in multiple cancers. HTRA3 is often overexpressed in cancer and is associated with poor prognosis and regulation of the tumor's immune response. Therefore, it may serve as a novel biomarker for tumor diagnosis and treatment.
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Affiliation(s)
- Qi Xu
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, China
| | - Jiale Wang
- Department of Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China
| | - Jing Wang
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, China
| | - Yukuan Zhu
- Department of Anesthesiology, Harbin Fifth Hospital, Harbin, China
| | - Baihui Chen
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, China
| | - Runzhao Guo
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, China
| | - Yao Qian
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, China
| | - Haiyu Yuan
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, China
| | - Feng Liu
- Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, China
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Ji C, Sun LS, Xing F, Niu N, Gao HL, Dai JW, Zhou N, Jiang BC. HTRA3 Is a Prognostic Biomarker and Associated With Immune Infiltrates in Gastric Cancer. Front Oncol 2020; 10:603480. [PMID: 33425760 PMCID: PMC7786138 DOI: 10.3389/fonc.2020.603480] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Accepted: 11/12/2020] [Indexed: 12/24/2022] Open
Abstract
HtrA serine peptidase 3 (HTRA3) participates in multiple signal pathways and plays an important regulatory role in various malignancies; however, its role on prognosis and immune infiltrates in gastric cancer (GC) remains unclear. The study investigated HTRA3 expression in tumor tissues and its association with immune infiltrates, and determined its prognostic roles in GC patients. Patients with GC were collected from the cancer genome atlas (TCGA). We compared the expression of HTRA3 in GC and normal gastric mucosa tissues with Wilcoxon rank sum test. And logistic regression was used to evaluate the relationship between HTRA3 and clinicopathological characters. Gene ontology (GO) term analysis, Gene set enrichment analysis (GSEA), and single-sample Gene Set Enrichment Analysis (ssGSEA) was conducted to explain the enrichmental pathways and functions and quantify the extent of immune cells infiltration for HTRA3. Kaplan-Meier analysis and Cox regression were performed to evaluate the correlation between HTRA3 and survival rates. A nomogram, based on Cox multivariate analysis, was used to predict the impact of HTRA3 on prognosis. High HTRA3 expression was significantly correlated with tumor histological type, histological grade, clinical stage, T stage, and TP53 status (P < 0.05). HTRA3-high GC patients had a lower 10-year progression-free interval [PFI; hazard ratio (HR): 1.46; 95% confidence interval (CI): 1.02–2.08; P = 0.038], disease-specific survival (DSS; HR: 1.65; CI: 1.08–2.52; P = 0.021) and overall survival (OS; HR: 1.59; CI: 1.14–2.22; P = 0.006). Multivariate survival analysis showed that HTRA3 was an independent prognostic marker for PFI (HR: 1.456; CI: 1.021–2.078; P = 0.038), DSS (HR: 1.650; CI: 1.079–2.522; P = 0.021) and OS [hazard ratio (HR): 1.590; 95% confidence interval (CI):1.140–2.219; P = 0.006]. The C-indexes and calibration plots of the nomogram based on multivariate analysis indicated an effective predictive performance for GC patients. GSEA showed that High HTRA3 expression may activate NF-κB pathway, YAP1/WWTR1/TAZ pathway, and TGFβ pathway. There was a negative correlation between the HTRA3 expression and the abundances of adaptive immunocytes (T helper cell 17 cells) and a positive correlation with abundances of innate immunocytes (natural killer cells, macrophages etc.). HTRA3 plays a vital role in GC progression and prognosis and could be a moderate biomarker for prediction for survival after gastrectomy.
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Affiliation(s)
- Ce Ji
- Department of General Surgery, Shengjing Hospital of China Medical University, Shenyang, China.,Tumor Stem Cell and Transforming Medicine Laboratory, Shengjing Hospital of China Medical University, Benxi, China
| | - Li-Sha Sun
- Tumor Stem Cell and Transforming Medicine Laboratory, Shengjing Hospital of China Medical University, Benxi, China.,Department of Breast Surgery, Shengjing Hospital of China Medical University, Shenyang, China
| | - Fei Xing
- Tumor Stem Cell and Transforming Medicine Laboratory, Shengjing Hospital of China Medical University, Benxi, China.,Department of Breast Surgery, Shengjing Hospital of China Medical University, Shenyang, China
| | - Nan Niu
- Tumor Stem Cell and Transforming Medicine Laboratory, Shengjing Hospital of China Medical University, Benxi, China.,Department of Oncology, Shengjing Hospital of China Medical University, Shenyang, China
| | - Hong-Li Gao
- Tumor Stem Cell and Transforming Medicine Laboratory, Shengjing Hospital of China Medical University, Benxi, China.,Department of Breast Surgery, Shengjing Hospital of China Medical University, Shenyang, China
| | - Jing-Wei Dai
- Department of Neurosurgery, Shengjing Hospital of China Medical University, Shenyang, China
| | - Nan Zhou
- Department of General Surgery, Shengjing Hospital of China Medical University, Shenyang, China
| | - Ben-Chun Jiang
- Department of General Surgery, Shengjing Hospital of China Medical University, Shenyang, China
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Wang Y, Chen L, Ju L, Qian K, Wang X, Xiao Y, Wang G. Epigenetic signature predicts overall survival clear cell renal cell carcinoma. Cancer Cell Int 2020; 20:564. [PMID: 33292239 PMCID: PMC7686748 DOI: 10.1186/s12935-020-01640-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2019] [Accepted: 11/02/2020] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Recently, increasing study have found that DNA methylation plays an important role in tumor, including clear cell renal cell carcinoma (ccRCC). METHODS We used the DNA methylation dataset of The Cancer Genome Atlas (TCGA) database to construct a 31-CpG-based signature which could accurately predict the overall survival of ccRCC. Meanwhile, we constructed a nomogram to predict the prognosis of patients with ccRCC. RESULT Through LASSO Cox regression analysis, we obtained the 31-CpG-based epigenetic signature which were significantly related to the prognosis of ccRCC. According to the epigenetic signature, patients were divided into two groups with high and low risk, and the predictive value of the epigenetic signature was verified by other two sets. In the training set, hazard ratio (HR) = 13.0, 95% confidence interval (CI) 8.0-21.2, P < 0.0001; testing set: HR = 4.1, CI 2.2-7.7, P < 0.0001; entire set: HR = 7.2, CI 4.9-10.6, P < 0.0001, Moreover, combined with clinical indicators, the prediction of 5-year survival of ccRCC reached an AUC of 0.871. CONCLUSIONS Our study constructed a 31-CpG-based epigenetic signature that could accurately predicted overall survival of ccRCC and staging progression of ccRCC. At the same time, we constructed a nomogram, which may facilitate the prediction of prognosis for patients with ccRCC.
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Affiliation(s)
- Yejinpeng Wang
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Liang Chen
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Lingao Ju
- Department of Biological Repositories, Zhongnan Hospital of Wuhan University, Wuhan, China.,Human Genetics Resource Preservation Center of Hubei Province, Wuhan, China.,Human Genetics Resource Preservation Center of Wuhan University, Wuhan, China
| | - Kaiyu Qian
- Department of Biological Repositories, Zhongnan Hospital of Wuhan University, Wuhan, China.,Human Genetics Resource Preservation Center of Hubei Province, Wuhan, China.,Human Genetics Resource Preservation Center of Wuhan University, Wuhan, China
| | - Xinghuan Wang
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China.,Medical Research Institute, Wuhan University, Wuhan, China
| | - Yu Xiao
- Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China.,Department of Biological Repositories, Zhongnan Hospital of Wuhan University, Wuhan, China.,Human Genetics Resource Preservation Center of Hubei Province, Wuhan, China.,Human Genetics Resource Preservation Center of Wuhan University, Wuhan, China.,Laboratory of Precision Medicine, Zhongnan Hospital of Wuhan University, Wuhan, China
| | - Gang Wang
- Department of Biological Repositories, Zhongnan Hospital of Wuhan University, Wuhan, China. .,Human Genetics Resource Preservation Center of Hubei Province, Wuhan, China. .,Human Genetics Resource Preservation Center of Wuhan University, Wuhan, China.
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Bioanalytical insights into the association between eicosanoids and pathogenesis of hepatocellular carcinoma. Cancer Metastasis Rev 2019; 37:269-277. [PMID: 29934821 DOI: 10.1007/s10555-018-9747-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
It has been noted that inflammatory were intimately associated with the development and progression of hepatocellular carcinoma (HCC). Eicosanoids derived from arachidonic acid play crucial roles in chronic inflammation. Accordingly, there is an intricate relationship between eicosanoids and HCC, being supported by the epidemiological, clinical, and basic science studies. Herein, we intend to provide bioanalytical insights into the role of eicosanoids in HCC progression, from cell proliferation, angiogenesis migration, to apoptosis. Also, the analytical methods and biochemistry of eicosanoids are described.
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Wang YY, Li Z, Chen T, Zhao XM. Understanding the aristolochic acid toxicities in rat kidneys with regulatory networks. IET Syst Biol 2015; 9:141-6. [PMID: 26243830 PMCID: PMC8687369 DOI: 10.1049/iet-syb.2014.0057] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2014] [Revised: 02/01/2015] [Accepted: 02/14/2015] [Indexed: 01/11/2023] Open
Abstract
The natural products containing aristolochic acid (AA) have been widely used for acne, gastritis and so on. Recently, it is becoming accepted that AA may be responsible for acute and chronic renal failures as the side effects of Chinese herbs. However, it is unclear what happens in the cells after the AA treatment. In this study, the authors built a gene regulatory network as well as a microRNA-gene regulatory network to investigate the molecular dynamics induced by AA from a systematic perspective. With the regulatory networks, they detected some important pathways and biological processes that were affected by AA treatment, which can help explain the nephrotoxicity and carcinogenicity of AA. They found some important regulators and genes responding to AA treatment, and these genes have been reported to be related to the kidney functions, indicating their important roles in the toxicity of AA.
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Affiliation(s)
- Yin-Ying Wang
- School of Communication and Information Engineering, Shanghai University, Shanghai 200444, People's Republic of China
| | - Zhiguang Li
- Institute of Cancer Stem Cell, Cancer Center, Dalian Medical University, 9 Lvshun Road South, Dalian, Liaoning 116044, People's Republic of China
| | - Tao Chen
- Division of Genetic and Molecular Toxicology, National Center for Toxicological Research, US Food and Drug Administration, Jefferson, AR 72079, USA
| | - Xing-Ming Zhao
- Department of Computer Science, School of Electronics and Information Engineering, Tongji University, Shanghai 201804, People's Republic of China.
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Yaacob NS, Nasir R, Norazmi MN. Influence of 17β-estradiol on 15-deoxy-δ12,14 prostaglandin J2 -induced apoptosis in MCF-7 and MDA-MB-231 cells. Asian Pac J Cancer Prev 2014; 14:6761-7. [PMID: 24377602 DOI: 10.7314/apjcp.2013.14.11.6761] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
The nuclear receptor, peroxisome proliferator-activated receptor gamma (PPARγ), is expressed in various cancer cells including breast, prostate, colorectal and cervical examples. An endogenous ligand of PPARγ, 15-deoxy-Δ12,14 prostaglandin J2 (PGJ2), is emerging as a potent anticancer agent but the exact mechanism has not been fully elucidated, especially in breast cancer. The present study compared the anticancer effects of PGJ2 on estrogen receptor alpha (ERα)-positive (MCF-7) and ERα-negative (MDA-MB-231) human breast cancer cells. Based on the reported signalling cross-talk between PPARγ and ERα, the effect of the ERα ligand, 17β-estradiol (E2) on the anticancer activities of PGJ2 in both types of cells was also explored. Here we report that PGJ2 inhibited proliferation of both MCF-7 and MDA-MB-231 cells by inducing apoptotic cell death with active involvement of mitochondria. The presence of E2 potentiated PGJ2-induced apoptosis in MCF-7, but not in MDA-MB-231 cells. The PPARγ antagonist, GW9662, failed to block PGJ2-induced activities but potentiated its effects in MCF-7 cells, instead. Interestingly, GW9662 also proved capable of inducing apoptotic cell death. It can be concluded that E2 enhances PPARγ-independent anticancer effects of PGJ2 in the presence of its receptor.
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Affiliation(s)
- Nik Soriani Yaacob
- Department of Chemical Pathology, Universiti Sains Malaysia, Health Campus, Kelantan, Malaysia E-mail :
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Dynon K, Heng S, Puryer M, Li Y, Walton K, Endo Y, Nie G. HtrA3 as an early marker for preeclampsia: specific monoclonal antibodies and sensitive high-throughput assays for serum screening. PLoS One 2012; 7:e45956. [PMID: 23049902 PMCID: PMC3457993 DOI: 10.1371/journal.pone.0045956] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2012] [Accepted: 08/23/2012] [Indexed: 11/18/2022] Open
Abstract
Mammalian HtrA3 (high temperature requirement A3) is a serine protease of the HtrA family. It has two isoforms [long (HtrA3-L) and short (HtrA3-S)] and is important for placental development and cancer progression. Recently, HtrA3 was identified as a potential diagnostic marker for early detection of preeclampsia, a life-threatening pregnancy-specific disorder. Currently there are no high-throughput assays available to detect HtrA3 in human serum. In this study we generated and fully tested a panel of five HtrA3 mouse monoclonal antibodies (mAbs). Three mAbs recognised both HtrA3-L and HtrA3-S and the other two detected HtrA3-L only. All five mAbs were highly specific to HtrA3 and applicable in western blotting and immunohistochemical analysis of endogenous HtrA3 proteins in the mouse and human tissues. Amplified luminescent proximity homogeneous assays-linked immunosorbent assays (AlphaLISAs), were developed to detect HtrA3 isoforms in picomolar levels in serum. The HtrA3 AlphaLISA detected significantly higher serum levels of HtrA3 in women at 13-14 weeks of gestation who subsequently developed preeclampsia compared to gestational-age matched controls. These HtrA3 mAbs are valuable for the development of immunoassays and characterisation of HtrA3 isoform-specific biology. The newly developed HtrA3 AlphaLISA assays are suitable for large scale screening of human serum.
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Affiliation(s)
- Kemperly Dynon
- Prince Henry’s Institute of Medical Research, Clayton, Victoria, Australia
| | - Sophea Heng
- Prince Henry’s Institute of Medical Research, Clayton, Victoria, Australia
| | - Michelle Puryer
- Prince Henry’s Institute of Medical Research, Clayton, Victoria, Australia
| | - Ying Li
- Prince Henry’s Institute of Medical Research, Clayton, Victoria, Australia
| | - Kelly Walton
- Prince Henry’s Institute of Medical Research, Clayton, Victoria, Australia
| | - Yaeta Endo
- Cell-Free Science and Technology Research Centre, Ehime University, Matsuyama, Japan
| | - Guiying Nie
- Prince Henry’s Institute of Medical Research, Clayton, Victoria, Australia
- Department of Biochemistry and Molecular Biology, Monash University, Clayton, Victoria, Australia
- * E-mail:
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Edeline J, Mottier S, Vigneau C, Jouan F, Perrin C, Zerrouki S, Fergelot P, Patard JJ, Rioux-Leclercq N. Description of 2 angiogenic phenotypes in clear cell renal cell carcinoma. Hum Pathol 2012; 43:1982-90. [PMID: 22626276 DOI: 10.1016/j.humpath.2012.01.023] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2011] [Revised: 01/23/2012] [Accepted: 01/25/2012] [Indexed: 11/28/2022]
Abstract
Angiogenesis in clear cell renal cell carcinoma has received recent focus with the development of antiangiogenic therapies. Although tumor progression is known to be correlated with intratumoral and plasma levels of vascular endothelial growth factor-A, the role of tumor induced-angiogenesis remains unclear in these tumors. We analyzed the vascular network in a cohort of 73 clear cell renal cell carcinoma cases using endothelial immunostaining. We studied protein expression of vascular endothelial growth factor, Von Hippel Lindau, and carbonic anhydrase IX by immunohistochemistry, Von Hippel Lindau gene alteration by sequencing, deletion- and methylation-specific Multiplex Ligation-dependent Probe Amplification, and gene expression by pangenomic microarray and quantitative polymerase chain reaction in a subcohort of 39 clear cell renal cell carcinoma cases. We described 2 distinct angiogenic phenotypes in comparison with the normal kidney vasculature: low and high angiogenic phenotypes. The low angiogenic phenotype was associated with more aggressive prognostic factors such as T3 to T4 (62% versus 31%, P=.002), N+ (29% versus 3% P=.004), M+ (53% versus 21%, P=.004) stages, Fuhrman grade (grade 3-4: 91% versus 36%, P<.001), and intratumoral vascular endothelial growth factor expression (74% versus 28%, P<.001); was less associated with Von Hippel Lindau inactivation (56% versus 80%, P=.03); and was a predictor of poor prognosis in terms of progression-free, cancer-specific, and overall survival (log-rank test, P=.002, P=.011, and P=.035, respectively). The low angiogenic phenotype was also associated with a relative down-regulation of gene expression (platelet-derived growth factor D, N-acetyl transferase 8, and N-acetyl transferase 8 B). In conclusion, the histologic and molecular distinction between these 2 angiogenic phenotypes could help to better understand the biologic behavior of clear cell renal cell carcinoma angiogenesis and could be analyzed in a prospective study of the effects of antiangiogenic drugs.
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Affiliation(s)
- Julien Edeline
- Medical Oncology Department, Eugène Marquis Comprehensive Cancer Center, 35043 Rennes, France.
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