1
|
Ni Y, Liu B, Zhang W, Pang Y, Tian Y, Lv Q, Shi S, Zheng Y, Fan H. Evaluation of PDZD11 in hepatocellular carcinoma: prognostic value and diagnostic potential in combination with AFP. Front Oncol 2025; 15:1533865. [PMID: 40201341 PMCID: PMC11975663 DOI: 10.3389/fonc.2025.1533865] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2024] [Accepted: 03/06/2025] [Indexed: 04/10/2025] Open
Abstract
Background Hepatocellular carcinoma (HCC) is the most prevalent liver cancer, with a 5-year survival rate below 20% and an average survival time of 3-6 months. Identifying new biomarkers is crucial for early diagnosis and prognosis. The function of PDZ domain protein 11 (PDZD11) in HCC remains unclear. Methods In this study, PDZD11 was investigated as a potential biomarker for HCC using bioinformatic analysis of the TCGA and ICGC datasets. Furthermore, we assessed the potential of serum PDZD11 as a clinical diagnostic marker by enrolling a cohort comprising 78 HCC patients and 62 healthy controls (HC) using the ELISA analysis and combining its expression with common tumor markers. Results Our research found significantly higher PDZD11 mRNA expression in HCC tissues compared to tumor-adjacent tissues (p < 0.001), which was associated with lower overall survival (OS) rates (p < 0.01). Multivariate evaluation methods established PDZD11 as a standalone predictor of prognosis. A nomogram incorporating PDZD11 expression and clinicopathological factors predicted OS rates for HCC patients over various years. Patients with HCC exhibited notably elevated serum PDZD11 levels compared to HC, with these levels rising further in advanced disease stages and deteriorating performance status (PS). ROC analysis showed high diagnostic accuracy when PDZD11 is combined with AFP (AUC = 0.958). Conclusion PDZD11 is more sensitive than AFP in assessing HCC prognosis. In conclusion, PDZD11 is a promising supplementary biomarker for HCC diagnosis and prognosis alongside AFP.
Collapse
Affiliation(s)
- Yiyun Ni
- The Central Hospital of Yongzhou, Yongzhou Clinical College, University of South China, Yongzhou, Hunan, China
| | - Bin Liu
- The Central Hospital of Yongzhou, Yongzhou Clinical College, University of South China, Yongzhou, Hunan, China
| | - Weizhen Zhang
- The Central Hospital of Yongzhou, Yongzhou Clinical College, University of South China, Yongzhou, Hunan, China
| | - Yilin Pang
- School of Laboratory Medicine and Life Sciences, Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Yaling Tian
- The Central Hospital of Yongzhou, Yongzhou Clinical College, University of South China, Yongzhou, Hunan, China
| | - Qingsong Lv
- The Central Hospital of Yongzhou, Yongzhou Clinical College, University of South China, Yongzhou, Hunan, China
| | - Shengwen Shi
- The Central Hospital of Yongzhou, Yongzhou Clinical College, University of South China, Yongzhou, Hunan, China
| | - Yang Zheng
- The Central Hospital of Yongzhou, Yongzhou Clinical College, University of South China, Yongzhou, Hunan, China
| | - Huihui Fan
- The Central Hospital of Yongzhou, Yongzhou Clinical College, University of South China, Yongzhou, Hunan, China
| |
Collapse
|
2
|
Ju L, Luo Y, Shan J, Lu R, Chen L, Shao J, Bian Z, Yao M. CircGNAO1 suppresses hepatocellular carcinoma progression and metastasis via sponging miR-182-5p and regulating FOXO1 expression. Int Immunopharmacol 2024; 140:112873. [PMID: 39098231 DOI: 10.1016/j.intimp.2024.112873] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2024] [Revised: 08/01/2024] [Accepted: 08/01/2024] [Indexed: 08/06/2024]
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) is an aggressive malignant tumor with poor prognosis. Using high-throughput sequencing, we identified a novel circRNA, circGNAO1, which is downregulated in HCC tissues compared to adjacent tissues. However, the potential functions and mechanisms of circGNAO1 in HCC metastasis remain unclear. METHODS qRT-PCR was used to detect the expression of circGNAO1, miR-182-5p, and FOXO1 in HCC cells and tissues. Bioinformatics analysis, RNA pull-down assyas, and dual-luciferase reporter assays were employed to verify the interaction between circGNAO1 and miR-182-5p. Functional experiments were conducted using circGNAO1 overexpression and knockdown cell lines, including Transwell, wound healing, and EdU assays. Liver metastasis models and subcutaneous xenograft mouse models were established to analyze the effect of circGNAO1 on HCC metastasis and growth in vivo. RESULTS High-throughput sequencing and qRT-PCR results showed that the expression of circGNAO1 dramatically decreased in HCC tissues. Functionally, in vivo and in vitro experiments verified that overexpression of circGNAO1 inhibited the proliferation, migration, invasion and EMT of HCC cells, while knockdown of circGNAO1 promoted these behaviors. Mechanistically, we have demonstrated that circGNAO1 functions as a sponge for miR-182-5p to regulate FOXO1 expression, thereby activating the TGF-β/Smad3 signaling pathway and EMT process. CONCLUSIONS circGNAO1 suppresses the progression and metastasis of HCC through the miR-182-5p/FOXO1 axis, and circGNAO1 may be an efficient therapeutic target in HCC.
Collapse
Affiliation(s)
- Linling Ju
- Medical School of Nantong University, Nantong Third People's Hospital, Affiliated Nantong Hospital 3 of Nantong University, Nantong, Jiangsu, China
| | - Yunfeng Luo
- Medical School of Nantong University, Nantong Third People's Hospital, Affiliated Nantong Hospital 3 of Nantong University, Nantong, Jiangsu, China
| | - Jiajia Shan
- Nantong Haimen People's Hospital, Nantong, Jiangsu, China
| | - Rujian Lu
- Medical School of Nantong University, Nantong Third People's Hospital, Affiliated Nantong Hospital 3 of Nantong University, Nantong, Jiangsu, China
| | - Lin Chen
- Medical School of Nantong University, Nantong Third People's Hospital, Affiliated Nantong Hospital 3 of Nantong University, Nantong, Jiangsu, China
| | - Jianguo Shao
- Medical School of Nantong University, Nantong Third People's Hospital, Affiliated Nantong Hospital 3 of Nantong University, Nantong, Jiangsu, China.
| | - Zhaolian Bian
- Medical School of Nantong University, Nantong Third People's Hospital, Affiliated Nantong Hospital 3 of Nantong University, Nantong, Jiangsu, China.
| | - Min Yao
- Medical School of Nantong University, Nantong Third People's Hospital, Affiliated Nantong Hospital 3 of Nantong University, Nantong, Jiangsu, China.
| |
Collapse
|
3
|
Hsu HT, Lin YM, Hsing MT, Yeh KT, Lu JW, Yang SF. Cytoplasmic Expression of the EGFL6 Protein Is an Independent Prognostic Factor for Shortened Patient Survival in Human Hepatocellular Carcinoma. In Vivo 2024; 38:2455-2463. [PMID: 39187367 PMCID: PMC11363759 DOI: 10.21873/invivo.13715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2024] [Revised: 07/11/2024] [Accepted: 07/12/2024] [Indexed: 08/28/2024]
Abstract
BACKGROUND/AIM Hepatocellular carcinoma (HCC) is the most common primary liver tumor and the second leading cause of cancer-related deaths worldwide. The current study aimed to investigate the clinical relevance of the epidermal growth factor-like domain multiple 6 (EGFL6) expression in HCC and to evaluate whether the expression of EGFL6 in HCC has diagnostic and prognostic significance. PATIENTS AND METHODS This study aimed to investigate EGFL6 protein expression levels in 260 HCC tissue specimens using immunohistochemical analyses. The immunohistochemical study demonstrated strong EGFL6 expression in the cytoplasm of non-tumor or normal hepatocytes. RESULTS The findings revealed that 98 patients exhibited low EGFL6 expression, while 162 patients displayed high EGFL6 expression. We explored the associations between cytoplasmic EGFL6 expression and the clinicopathological features of HCC. Decreased cytoplasmic EGFL6 expression exhibited significant correlations with worse cellular differentiation, higher T classification, vascular invasion, higher stage, and tumor recurrence. Survival analyses, using Kaplan-Meier survival curves for HCC patients, revealed that those with reduced cytoplasmic EGFL6 expression experienced significantly worse disease-free survival (DFS) and disease-specific survival (DSS). Univariate and multivariate analyses identified EGFL6 as an independent predictor for decreased expression, differentiation grade, vascular invasion, stage, or recurrence in cases of DFS or DSS in HCC. CONCLUSION This study represents, to the best of our knowledge, the first investigation into the expression of EGFL6 protein in HCC. Taken together, our findings strongly suggest that EGFL6 likely plays a crucial role in the pathogenesis of HCC and indicates that targeting EGFL6 could be a promising therapeutic strategy.
Collapse
Affiliation(s)
- Hui-Ting Hsu
- Institute of Medicine, Chung Shan Medical University, Taichung, Taiwan, R.O.C
- School of Medicine, China Medical University Hospital, Taichung, Taiwan, R.O.C
- Department of Pathology, China Medical University Hospital, Taichung, Taiwan, R.O.C
| | - Yueh-Min Lin
- Department of Pathology, Changhua Christian Hospital, Changhua, Taiwan, R.O.C
- School of Medicine, Chung Shan Medical University, Taichung, Taiwan, R.O.C
| | - Ming-Tai Hsing
- Department of Neurosurgery, Show Chwan Memorial Hospital, Changhua, Taiwan, R.O.C
| | - Kun-Tu Yeh
- Department of Pathology, Changhua Christian Hospital, Changhua, Taiwan, R.O.C
- School of Medicine, Chung Shan Medical University, Taichung, Taiwan, R.O.C
| | - Jeng-Wei Lu
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark;
- The Finsen Laboratory, Rigshospitalet/National University Hospital, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Shun-Fa Yang
- Institute of Medicine, Chung Shan Medical University, Taichung, Taiwan, R.O.C.;
- Department of Medical Research, Chung Shan Medical University Hospital, Taichung, Taiwan, R.O.C
| |
Collapse
|
4
|
Hsu HT, Lin YM, Hsing MT, Yeh KT, Lu JW, Yang SF. Correlation Between Low Cytoplasmic Expression of XBP1 and the Likelihood of Surviving Hepatocellular Carcinoma. In Vivo 2024; 38:1316-1324. [PMID: 38688649 PMCID: PMC11059868 DOI: 10.21873/invivo.13571] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 01/23/2024] [Accepted: 01/31/2024] [Indexed: 05/02/2024]
Abstract
BACKGROUND/AIM Our objectives in this study were to (i) evaluate the clinical significance of X-box-binding protein 1 (XBP1) expression in cases of hepatocellular carcinoma (HCC) and (ii) assess the potential of XBP1 to be used as a prognostic biomarker. PATIENTS AND METHODS The expression of XBP1 protein in 267 HCC tissue specimens was measured using immunohistochemistry in order to characterize the associations among XBP1 expression, clinicopathological factors and survival outcomes. Survival analysis using follow-up data was used to assess the prognostic value of XBP1 in cases of HCC. Immunohistochemistry revealed a significant decrease in cytoplasmic XBP1 protein expression in HCC tumor tissue. RESULTS Immunoreactivity results showed that low cytoplasmic XBP1 expression was significantly associated with vascular invasion, as well as poor 5-year overall survival and long-term disease-specific (DSS) and disease-free (DFS) survival rates. Kaplan-Meier survival curves further confirmed a significant association between low cytoplasmic XBP1 protein expression and poor DSS and DFS. Univariate and multivariate analyses revealed that XBP1 expression, tumor differentiation, vascular invasion, tumor stage, and the rate of recurrence were linked to DSS, while low cytoplasmic XBP1 expression remained an independent predictor of poor DSS. Our analysis also revealed that XBP1 expression, tumor differentiation, vascular invasion, and T classification were linked to DFS, while low cytoplasmic XBP1 expression remained an independent predictor of poor DFS. CONCLUSION Low cytoplasmic XBP1 protein expression may play an important role in the pathogenesis of HCC, which suggests that XBP1 could potentially be targeted to benefit therapeutic strategies for HCC.
Collapse
Affiliation(s)
- Hui-Ting Hsu
- Institute of Medicine, Chung Shan Medical University, Taichung, Taiwan, R.O.C
- School of Medicine, Chung Shan Medical University Hospital, Taichung, Taiwan, R.O.C
- Department of Pathology, China Medical University Hospital, Taichung, Taiwan, R.O.C
| | - Yueh-Min Lin
- Department of Pathology, Changhua Christian Hospital, Changhua, Taiwan, R.O.C
- School of Medicine, Chung Shan Medical University, Taichung, Taiwan, R.O.C
| | - Ming-Tai Hsing
- Department of Neurosurgery, Show Chwan Memorial Hospital, Changhua, Taiwan, R.O.C
| | - Kun-Tu Yeh
- Department of Pathology, Changhua Christian Hospital, Changhua, Taiwan, R.O.C
- School of Medicine, Chung Shan Medical University, Taichung, Taiwan, R.O.C
| | - Jeng-Wei Lu
- Biotech Research and Innovation Centre, University of Copenhagen, Copenhagen, Denmark;
- The Finsen Laboratory, Rigshospitalet/National University Hospital, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Shun-Fa Yang
- Institute of Medicine, Chung Shan Medical University, Taichung, Taiwan, R.O.C.;
- Department of Medical Research, Chung Shan Medical University Hospital, Taichung, Taiwan, R.O.C
| |
Collapse
|
5
|
Bai W. The combined characteristics of cholesterol metabolism and the immune microenvironment may serve as valuable biomarkers for both the prognosis and treatment of hepatocellular carcinoma. Heliyon 2023; 9:e22885. [PMID: 38125426 PMCID: PMC10730758 DOI: 10.1016/j.heliyon.2023.e22885] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2023] [Revised: 11/17/2023] [Accepted: 11/22/2023] [Indexed: 12/23/2023] Open
Abstract
Background Hepatocellular carcinoma (HCC) being a complex disease, commonly exhibits multifaceted presentations, rendering its treatment challenging and necessitating specific approaches. The tumor immune microenvironment is crucial in cancer treatment, and cholesterol metabolism is a key component that helps cells grow and produce vital metabolites. However, the reprogramming of cholesterol metabolism in the tumor microenvironment (TME) can promote HCC development, and cancer classifiers relating to cholesterol metabolism are currently limited. Despite significant progress, further research is needed to improve early detection, liver function, and treatment options to improve patient outcomes. Methods To evaluate the expression abundance of tumor immune microenvironment (TIME) and cholesterol metabolism in 8 types of liver cancer cells, we comprehensively evaluated the immune cell composition, extracellular matrix alterations, and activity of relevant signaling pathways in the TIME through nine liver cancer patients, stromal scoring, immune scoring, tumor purity scoring, immune infiltration analysis, and pathway enrichment. Subsequently, we utilized machine learning techniques to construct prognostic models for both cholesterol metabolism and the tumor immune microenvironment, further exploring the tumor mutation burden, immune infiltration levels, and drug sensitivity in different subtypes of HCC patients. Results Our study constructed three cancer screening models to identify HCC patients with high cholesterol metabolism and low TIME, who have a poorer prognosis. On the contrary, patients with low cholesterol metabolism and high TIME often have better prognosis. Furthermore, we identified chemical compounds, such as BPD-00008900, ML323, Doramapimod, and AZD2014, which display better chemotherapy results for high-risk patients in specific sub-groups.
Collapse
Affiliation(s)
- Weiyu Bai
- Center for Life Sciences, School of Life Sciences, State Key Laboratory for Conservation and Utilization of Bio-Resources in Yunnan, Yunnan University, Kunming, 650091, China
| |
Collapse
|
6
|
Liu J, Gu X, Guan Z, Huang D, Xing H, Zheng L. Role of m6A modification in regulating the PI3K/AKT signaling pathway in cancer. J Transl Med 2023; 21:774. [PMID: 37915034 PMCID: PMC10619263 DOI: 10.1186/s12967-023-04651-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Accepted: 10/24/2023] [Indexed: 11/03/2023] Open
Abstract
The phosphoinositide 3-kinase (PI3K)/AKT signaling pathway plays a crucial role in the pathogenesis of cancer. The dysregulation of this pathway has been linked to the development and initiation of various types of cancer. Recently, epigenetic modifications, particularly N6-methyladenosine (m6A), have been recognized as essential contributors to mRNA-related biological processes and translation. The abnormal expression of m6A modification enzymes has been associated with oncogenesis, tumor progression, and drug resistance. Here, we review the role of m6A modification in regulating the PI3K/AKT pathway in cancer and its implications in the development of novel strategies for cancer treatment.
Collapse
Affiliation(s)
- Jie Liu
- Department of Oral and Maxillofacial Surgery, The First Affiliated Hospital of Zhengzhou University, No. 1 Jianshe East Road, Erqi District, Zhengzhou, 450052, Henan, China
| | - Xinyu Gu
- Department of Oncology, The First Affiliated Hospital, College of Clinical Medicine, Henan University of Science and Technology, Luoyang, 471000, Henan, China
| | - Zhenjie Guan
- Department of Stomatology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China
| | - Di Huang
- Department of Child Health Care, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, Henan, China
| | - Huiwu Xing
- Department of Pediatric Surgery, The First Affiliated Hospital of Zhengzhou University, No. 1 Jianshe East Road, Erqi District, Zhengzhou, 450052, Henan, China.
| | - Lian Zheng
- Department of Oral and Maxillofacial Surgery, The First Affiliated Hospital of Zhengzhou University, No. 1 Jianshe East Road, Erqi District, Zhengzhou, 450052, Henan, China.
| |
Collapse
|
7
|
Ramadan A, Ghanem HM, Mohamed AA, Elshobaky M, El Agawy W, Gawad EAHA, Eldeeb HH, Ezz Al Arab MR, Kamal MM. GPC3 gene expression and allelic discrimination of FZD7 gene in Egyptian patients with hepatocellular carcinoma. Rep Pract Oncol Radiother 2023; 28:485-495. [PMID: 37795234 PMCID: PMC10547423 DOI: 10.5603/rpor.a2023.0049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Accepted: 07/19/2023] [Indexed: 10/06/2023] Open
Abstract
Background Hepatocellular carcinoma (HCC) is the second leading cause of cancer-related deaths worldwide, and especially in Egypt. Early diagnosis of HCC greatly improves the survival and prognosis of patients. Low sensitivity and specificity of alpha-fetoprotein (AFP) has led to the demand for novel biomarkers of HCC. The aim of the present study was to evaluate the validity of frizzled-7 (FZD7) and glypican-3 (GPC3) gene expression as potential biomarkers for HCC early diagnosis, and to investigate the association between FZD7 rs2280509 polymorphism and HCC risk. Materials and methods Quantification of FZD7 and GPC3 gene expression by real-time quantitative reverse transcription polymerase chain reaction (qRT-PCR) assay, and genotyping FZD 7 (rs2280509 SNP) gene polymorphism using RT-PCR. Results The current results revealed that FZD7 gene expression had a greater area under the curve (AUC) for identifying HCC than GPC3 gene expression and AFP levels. The combination of the three markers as a panel showed a better diagnostic performance with a greater AUC than any of the single markers alone (p < 0.05). The FZD7 rs2280509 polymorphism (CT) was found to be significantly associated with an increased risk of HCC. The CT genotype and T allele were significantly more prevalent in the HCC group compared to either the cirrhosis (p = 0.03) or control groups (p = 0.0009 and 0.002; respectively). Conclusion FZD7 and GPC3 gene expressions have a complementary role in early HCC detection, with a greater diagnostic sensitivity and accuracy than AFP. In addition, FZD7 rs2280509 polymorphism is significantly associated with an increased risk of HCC in the Egyptian population.
Collapse
Affiliation(s)
- Amany Ramadan
- Department of Biochemistry, Faculty of Science, Ain Shams University, Cairo, Egypt
| | - Hala M Ghanem
- Department of Biochemistry, Faculty of Science, Ain Shams University, Cairo, Egypt
| | - Amal A Mohamed
- Department of Biochemistry and Molecular Biology, National Hepatology and Tropical Medicine Research Institute, Cairo, Egypt
| | - Mohamed Elshobaky
- Department of Internal Medicine, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Waleed El Agawy
- Department of Infectious Diseases, Faculty of Medicine, Port Said University, Cairo, Egypt
| | - Eman Al Hussain A Gawad
- Department of Chemical Pathology, National Cancer Institute (NCI), Cairo University, Cairo, Egypt
| | - Hala H Eldeeb
- Clinical and Chemical Pathology Department, El Sahel Teaching Hospital, Cairo, Egypt
| | | | - Maha M Kamal
- Department of Biochemistry, Faculty of Science, Ain Shams University, Cairo, Egypt
| |
Collapse
|
8
|
Liu H, Yang M, Dong Z. HSPB11 is a Prognostic Biomarker Associated with Immune Infiltrates in Hepatocellular Carcinoma. Int J Gen Med 2022; 15:4017-4027. [PMID: 35444459 PMCID: PMC9014112 DOI: 10.2147/ijgm.s363679] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Accepted: 04/05/2022] [Indexed: 12/24/2022] Open
Abstract
Purpose Patients and Methods Results Conclusion
Collapse
Affiliation(s)
- Hui Liu
- Department of Gastroenterology, Second Hospital of Dalian Medical University, Dalian, Liaoning, People’s Republic of China
| | - Mei Yang
- Department of Gastroenterology, Second Hospital of Dalian Medical University, Dalian, Liaoning, People’s Republic of China
| | - Zhiwei Dong
- Department of General Surgery, Air Force Medical Center, PLA, Beijing, People’s Republic of China
- Correspondence: Zhiwei Dong, Department of General Surgery, Air Force Medical Center, PLA, Beijing, People’s Republic of China, Tel +8617611408626, Fax +86 411-84671291-3106, Email
| |
Collapse
|
9
|
Huang X, Wang H, Xu F, Lv L, Wang R, Jiang B, Liu T, Hu H, Jiang Y. Overexpression of chaperonin containing TCP1 subunit 7 has diagnostic and prognostic value for hepatocellular carcinoma. Aging (Albany NY) 2022; 14:747-769. [PMID: 35073517 PMCID: PMC8833116 DOI: 10.18632/aging.203809] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Accepted: 12/20/2021] [Indexed: 11/25/2022]
Abstract
Chaperonin containing TCP1 subunit 7 (CCT7) regulates the expression of many tumor-related proteins. We investigated the diagnostic and prognostic value of CCT7 expression for hepatocellular carcinoma (HCC). In datasets from The Cancer Genome Atlas and the Gene Expression Omnibus, CCT7 mRNA levels were greater in HCC tissues than adjacent normal tissues, and these results were validated using immunohistochemistry. In patients with early-stage disease and low alpha-fetoprotein expression, CCT7 expression was still higher in HCC tissues than normal tissues. Receiver operating characteristic curve analyses indicated that CCT7 expression had better diagnostic value than alpha-fetoprotein for HCC patients with early-stage disease and low alpha-fetoprotein expression. The positive predictive value of CCT7 expression was higher than that of alpha-fetoprotein expression. Higher CCT7 mRNA and protein levels were independent risk factors for poorer overall and recurrence-free survival in HCC patients. Greater methylation of the CpG site cg19515186 was associated with better overall survival in HCC patients. Genes co-expressed with CCT7 were upregulated in HCC and associated with poorer overall survival. Gene Ontology, Kyoto Encyclopedia of Genes and Genomes and Gene Set Enrichment Analyses demonstrated that CCT7 expression correlated with spliceosome signaling. These findings demonstrate that CCT7 has diagnostic and prognostic value for HCC.
Collapse
Affiliation(s)
- Xinghua Huang
- The Fuzong Clinical Medical College of Fujian Medical University, Fuzhou, Fujian 350025, PR China.,Department of Hepatobiliary Surgery, 900th Hospital of the Joint Logistics Team, Fuzhou, Fujian 350025, PR China
| | - Huaxiang Wang
- The Fuzong Clinical Medical College of Fujian Medical University, Fuzhou, Fujian 350025, PR China.,Department of Hepatobiliary and Pancreatic Surgery, Taihe Hospital, Hubei University of Medicine, Shiyan, Hubei 442000, PR China
| | - Fengfeng Xu
- The Fuzong Clinical Medical College of Fujian Medical University, Fuzhou, Fujian 350025, PR China.,Department of Hepatobiliary Surgery, 900th Hospital of the Joint Logistics Team, Fuzhou, Fujian 350025, PR China
| | - Lizhi Lv
- The Fuzong Clinical Medical College of Fujian Medical University, Fuzhou, Fujian 350025, PR China.,Department of Hepatobiliary Surgery, 900th Hospital of the Joint Logistics Team, Fuzhou, Fujian 350025, PR China
| | - Ruling Wang
- Department of Hepatobiliary and Pancreatic Surgery, Taihe Hospital, Hubei University of Medicine, Shiyan, Hubei 442000, PR China
| | - Bin Jiang
- Department of Hepatobiliary and Pancreatic Surgery, Taihe Hospital, Hubei University of Medicine, Shiyan, Hubei 442000, PR China
| | - Tingting Liu
- Department of Hepatobiliary Surgery, 900th Hospital of the Joint Logistics Team, Fuzhou, Fujian 350025, PR China.,Graduate School of Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian 350025, PR China
| | - Huanzhang Hu
- The Fuzong Clinical Medical College of Fujian Medical University, Fuzhou, Fujian 350025, PR China.,Department of Hepatobiliary Surgery, 900th Hospital of the Joint Logistics Team, Fuzhou, Fujian 350025, PR China
| | - Yi Jiang
- The Fuzong Clinical Medical College of Fujian Medical University, Fuzhou, Fujian 350025, PR China.,Department of Hepatobiliary Surgery, 900th Hospital of the Joint Logistics Team, Fuzhou, Fujian 350025, PR China
| |
Collapse
|
10
|
Ho YJ, Chang J, Yeh KT, Gong Z, Lin YM, Lu JW. Prognostic and Clinical Implications of WNK Lysine Deficient Protein Kinase 1 Expression in Patients With Hepatocellular Carcinoma. In Vivo 2021; 34:2631-2640. [PMID: 32871793 DOI: 10.21873/invivo.12081] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Revised: 06/04/2020] [Accepted: 06/05/2020] [Indexed: 12/24/2022]
Abstract
BACKGROUND/AIM Hepatocellular carcinoma (HCC) is a particularly malignant form of cancer prevalent throughout the world; however, there is a pressing need for HCC biomarkers to facilitate prognosis and risk assessment. PATIENTS AND METHODS This paper reports on the potential prognostic value of WNK lysine deficient protein kinase 1 (WNK1) in cases of HCC. We analyzed the expression of WNK1 at the mRNA level using omics data from the UALCAN database. We then verified our findings through the immunohistochemical (IHC) staining of various human cancer tissue as well as 59 HCC samples paired with corresponding normal tissues. The prognostic value of mRNA or protein expression by WNK1 was evaluated using the Kaplan-Meier method. RESULTS Initial screening results revealed significantly higher WNK1 expression levels in HCC tissue compared to normal tissue. Verification using the paired HCC samples confirmed that the expression of WNK1 was indeed significantly higher in HCC tissue samples than in adjacent normal tissues. High WNK1 expression levels were significantly correlated with clinicopathological variables, including gender and histologic grade. Kaplan-Meier survival analysis revealed that high WNK1 expression levels were associated with poor HCC prognosis. Finally, univariate and multivariate analysis identified WNK1 as a prognostic factor for TNM stage in cases of HCC. CONCLUSION In summary, WNK1 is overexpressed at the mRNA and protein levels, and correlated with poor prognosis. Thus, WNK1 expression could potentially be used as a biomarker in HCC prognosis.
Collapse
Affiliation(s)
- Yi-Jung Ho
- School of Pharmacy, National Defense Medical Center, Taipei, Taiwan, R.O.C.,Graduate Institute of Life Sciences, National Defense Medical Center, Taipei, Taiwan, R.O.C
| | - Jungshan Chang
- Graduate Institute of Medical Sciences, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan, R.O.C
| | - Kun-Tu Yeh
- Department of Surgical Pathology, Changhua Christian Hospital, Changhua, Taiwan, R.O.C.,School of Medicine, Chung Shan Medical University, Taichung, Taiwan, R.O.C
| | - Zhiyuan Gong
- Department of Biological Sciences, National University of Singapore, Singapore, Singapore
| | - Yueh-Min Lin
- Department of Surgical Pathology, Changhua Christian Hospital, Changhua, Taiwan, R.O.C. .,School of Medicine, Chung Shan Medical University, Taichung, Taiwan, R.O.C.,Department of Medical Laboratory Science and Biotechnology, Central Taiwan University of Science and Technology, Taichung, Taiwan, R.O.C
| | - Jeng-Wei Lu
- Department of Biological Sciences, National University of Singapore, Singapore, Singapore
| |
Collapse
|
11
|
Kumari S, Ali A, Roome T, Razzak A, Iqbal A, Jabbar Siddiqui A, Muhammad Zahid Azam S, Shaikh H, El-Seedi HR, Musharraf SG. Metabolomics approach to understand the hepatitis C virus induced hepatocellular carcinoma using LC-ESI-MS/MS. ARAB J CHEM 2021. [DOI: 10.1016/j.arabjc.2020.11.013] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
|
12
|
Tang Y, Li K, Cai Z, Xie Y, Tan X, Su C, Li J. HSP90α combined with AFP and TK1 improved the diagnostic value for hepatocellular carcinoma. Biomark Med 2020; 14:869-878. [PMID: 32490681 DOI: 10.2217/bmm-2019-0484] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2019] [Accepted: 05/14/2020] [Indexed: 01/02/2023] Open
Abstract
Aim: We investigated the effect of the combination of heat shock protein 90α (HSP90α), alpha-fetoprotein (AFP) and thymidine kinase 1 (TK1) in the diagnosis of hepatocellular carcinoma (HCC). Methods & results: A total of 409 patients with HCC, 101 patients with benign liver disorder and 78 healthy individuals were retrospectively analyzed. HSP90α level was higher in HCC patients than in controls. The expression of HSP90α showed a positive correlation with tumor stage, differentiation, lymph node metastasis and tumor thrombus formation. The combination of HSP90α, AFP and TK1 improved the diagnostic sensitivity (89.24%) and the area under the receiver operating characteristic curve (0.919). Conclusion: The detection of HSP90α, AFP and TK1 is more efficient than a single tumor marker for the diagnosis of HCC.
Collapse
Affiliation(s)
- Yanping Tang
- Department of Research, Guangxi Medical University Cancer Hospital, Nanning, Guangxi 530021, PR China
| | - Kezhi Li
- Department of Research, Guangxi Medical University Cancer Hospital, Nanning, Guangxi 530021, PR China
| | - Zhengmin Cai
- Department of Research, Guangxi Medical University Cancer Hospital, Nanning, Guangxi 530021, PR China
| | - Yuxuan Xie
- Department of Research, Guangxi Medical University Cancer Hospital, Nanning, Guangxi 530021, PR China
| | - Xiaoyu Tan
- Department of Research, Guangxi Medical University Cancer Hospital, Nanning, Guangxi 530021, PR China
| | - Chenglin Su
- Department of Research, Guangxi Medical University Cancer Hospital, Nanning, Guangxi 530021, PR China
| | - Jilin Li
- Department of Research, Guangxi Medical University Cancer Hospital, Nanning, Guangxi 530021, PR China
| |
Collapse
|
13
|
Singh D, Yadav E, Falls N, Kumar V, Singh M, Verma A. Phytofabricated silver nanoparticles of Phyllanthus emblica attenuated diethylnitrosamine-induced hepatic cancer via knock-down oxidative stress and inflammation. Inflammopharmacology 2018; 27:1037-1054. [PMID: 30219979 DOI: 10.1007/s10787-018-0525-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2018] [Accepted: 08/27/2018] [Indexed: 12/14/2022]
Abstract
Oxidative stress and inflammation play a pivotal role in the expansion and progression of hepatic cancer. Nanoparticle-based drug delivery can quickly enhance the restorative capability of hepatic cancer. Silver nanoparticles synthesized from plant source are of great importance due to their small size, economic, non-hazardous and different biomedical applications. In the current study, we have evaluated the impacts of oxidative stress and proinflammatory markers of biosynthesized silver nanoparticles of Phyllanthus emblica (PE) leaves against diethylnitrosamine-induced hepatocellular carcinoma (HCC) in wistar rats till 16 weeks with its underlying mechanism. The physico-chemical properties of biosynthesized silver nanoparticles were determined by ultra-visible spectroscopy, Fourier transform infrared spectroscopy, field emission scanning electron microscope, energy dispersive X-ray analysis, transmission electron microscopy and X-ray diffraction studies. Biofabricated silver nanoparticles (PEAgNPs) significantly enhanced the process of recovery from hepatic cancer in animal models, which was ascertained by increased body weight, reduced hepatic knobs on the outer surface of liver, downregulated serum biochemical parameters (ALT: 134.66 ± 2.60; AST: 120.33 ± 3.18; ALP: 153.33 ± 4.25; AFP: 167.33 ± 3.38), decreased hepatic lipid peroxidation (20.22 ± 1.74), increased membrane-bound enzymes (Na+/K+ATPase: 4.18 ± 0.20; Ca2+ATPase: 6.24 ± 0.12), increased antioxidants parameters (CAT: 64.89 ± 4.13; SOD: 6.01 ± 0.11; GPx: 8.55 ± 0.05), alteration in the level of proinflammatory cytokines (TNF-α: 90.15 ± 5.77; NF-κB: 173.29 ± 7.26; IL-6: 178.11 ± 3.16; IL-1β: 48.26 ± 1.89) and histopathological studies. Our outcomes implicate successfully biofabrication of silver nanoparticles and exhibited a chemoprotective potential in the prevention and intervention of hepatocellular carcinoma.
Collapse
Affiliation(s)
- Deepika Singh
- Bio-organic and Medicinal Chemistry Research Laboratory, Department of Pharmaceutical Sciences, Faculty of Health Sciences, Sam Higginbottom University of Agriculture, Technology and Sciences, Allahabad, Uttar Pradesh, 211007, India.
| | - Ekta Yadav
- Bio-organic and Medicinal Chemistry Research Laboratory, Department of Pharmaceutical Sciences, Faculty of Health Sciences, Sam Higginbottom University of Agriculture, Technology and Sciences, Allahabad, Uttar Pradesh, 211007, India
| | - Neha Falls
- Natural Product Drug Discovery Laboratory, Department of Pharmaceutical Sciences, Faculty of Health Sciences, Sam Higginbottom University of Agriculture, Technology and Sciences, Allahabad, Uttar Pradesh, 211007, India
| | - Vikas Kumar
- Natural Product Drug Discovery Laboratory, Department of Pharmaceutical Sciences, Faculty of Health Sciences, Sam Higginbottom University of Agriculture, Technology and Sciences, Allahabad, Uttar Pradesh, 211007, India
| | - Manvendra Singh
- HMFA Institute of Engineering and Technology, Handia, Allahabad, 211007, India
| | - Amita Verma
- Bio-organic and Medicinal Chemistry Research Laboratory, Department of Pharmaceutical Sciences, Faculty of Health Sciences, Sam Higginbottom University of Agriculture, Technology and Sciences, Allahabad, Uttar Pradesh, 211007, India.
| |
Collapse
|
14
|
Dong S, Wu Y, Yu S, Yang Y, Lu L, Fan S. Increased EXT1 gene copy number correlates with increased mRNA level predicts short disease-free survival in hepatocellular carcinoma without vascular invasion. Medicine (Baltimore) 2018; 97:e12625. [PMID: 30278583 PMCID: PMC6181523 DOI: 10.1097/md.0000000000012625] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2018] [Accepted: 09/07/2018] [Indexed: 02/06/2023] Open
Abstract
Exostosin-1 (EXT1) has been demonstrated to participate in the progression of many cancers. However, it has not been previously described in patients with hepatocellular carcinoma (HCC) without vascular invasion. In this study, we got the accurate data of EXT1 mRNA Z-score from the CBio data portal of The Cancer Genome Atlas (TCGA), which was used to express the level of EXT1 gene expression. We analyzed the EXT1 gene expression between HCC and normal liver tissue and compared the clinical significance of tumor tissue's EXT1 gene expression of HCC patients without vascular invasion based on data from TCGA database. The association between EXT1 gene expression and disease-free survival (DFS) was further analyzed. EXT1 gene copy number was also analyzed in this study. Univariate and multivariate analyses showed that high EXT1 gene expression group was significantly poorer than that of the low EXT1 gene expression group (P = .004). In addition, EXT1 gene expression was positively associated with α-fetoprotein (AFP), which is a well-known marker for HCC. There was a significant positive correlation between EXT1 copy number and upregulated EXT1 gene (P < .0001). In conclusion, upregulation of EXT1 could be an important indicator to the short DFS of HCC patients without vascular invasion. EXT1 gene copy number amplification is one of the mechanisms underlying the upregulation of EXT1.
Collapse
|
15
|
Peng H, Yang Y, Zhe S, Wang J, Gribskov M, Qi Y. DEIsoM: a hierarchical Bayesian model for identifying differentially expressed isoforms using biological replicates. Bioinformatics 2017; 33:3018-3027. [PMID: 28595376 PMCID: PMC5870796 DOI: 10.1093/bioinformatics/btx357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2016] [Accepted: 06/02/2017] [Indexed: 11/18/2022] Open
Abstract
Motivation High-throughput mRNA sequencing (RNA-Seq) is a powerful tool for quantifying gene expression. Identification of transcript isoforms that are differentially expressed in different conditions, such as in patients and healthy subjects, can provide insights into the molecular basis of diseases. Current transcript quantification approaches, however, do not take advantage of the shared information in the biological replicates, potentially decreasing sensitivity and accuracy. Results We present a novel hierarchical Bayesian model called Differentially Expressed Isoform detection from Multiple biological replicates (DEIsoM) for identifying differentially expressed (DE) isoforms from multiple biological replicates representing two conditions, e.g. multiple samples from healthy and diseased subjects. DEIsoM first estimates isoform expression within each condition by (1) capturing common patterns from sample replicates while allowing individual differences, and (2) modeling the uncertainty introduced by ambiguous read mapping in each replicate. Specifically, we introduce a Dirichlet prior distribution to capture the common expression pattern of replicates from the same condition, and treat the isoform expression of individual replicates as samples from this distribution. Ambiguous read mapping is modeled as a multinomial distribution, and ambiguous reads are assigned to the most probable isoform in each replicate. Additionally, DEIsoM couples an efficient variational inference and a post-analysis method to improve the accuracy and speed of identification of DE isoforms over alternative methods. Application of DEIsoM to an hepatocellular carcinoma (HCC) dataset identifies biologically relevant DE isoforms. The relevance of these genes/isoforms to HCC are supported by principal component analysis (PCA), read coverage visualization, and the biological literature. Availability and implementation The software is available at https://github.com/hao-peng/DEIsoM Supplementary information Supplementary data are available at Bioinformatics online.
Collapse
Affiliation(s)
| | - Yifan Yang
- Department of Computer Science.,Department of Biological Sciences, Purdue University, West Lafayette, IN 47907, USA
| | | | - Jian Wang
- Eli Lilly and Company, Indianapolis, IN 46285, USA
| | - Michael Gribskov
- Department of Computer Science.,Department of Biological Sciences, Purdue University, West Lafayette, IN 47907, USA
| | - Yuan Qi
- Department of Computer Science.,Department of Statistics, Purdue University, West Lafayette, IN 47907, USA
| |
Collapse
|
16
|
Huang SJ, Cheng CL, Chen JR, Gong HY, Liu W, Wu JL. Inducible liver-specific overexpression of gankyrin in zebrafish results in spontaneous intrahepatic cholangiocarcinoma and hepatocellular carcinoma formation. Biochem Biophys Res Commun 2017; 490:1052-1058. [PMID: 28668389 DOI: 10.1016/j.bbrc.2017.06.164] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2017] [Accepted: 06/27/2017] [Indexed: 12/30/2022]
Abstract
Liver cancer is the second leading cause of death worldwide. As such, establishing animal models of the disease is important for both basic and translational studies that move toward developing new therapies. Gankyrin is a critical oncoprotein in the genetic control of liver pathology. In order to evaluate the oncogenic role of gankyrin without cancer cell inoculation and drug treatment, we overexpressed gankyrin under the control of the fabp10a promoter. A Tet-Off system was used to drive expression in hepatocytes. At seven to twelve months of age, gankyrin transgenic fish spontaneously incurred persistent hepatocyte damage, steatosis, cholestasis, cholangitis, fibrosis and hepatic tumors. The tumors were both hepatocellular carcinoma (HCC) and intrahepatic cholangiocarcinoma (ICC). ICC is the second most frequent primary liver cancer in human patients and the first to develop in this tumor model. We further investigated the role of complement C3, a central molecule of the complement system, and found the expression levels of both in mRNA and protein are decreased during tumorigenesis. Together, these findings suggest that gankyrin can promote malignant transformation of liver cells in the context of persistent liver injury. This transformation may be related to compensatory proliferation and the inflammatory microenvironment. The observed decrease in complement C3 may allow transforming cells to escape coordinated induction of the immune response. Herein, we demonstrate an excellent zebrafish model for liver cancers that will be useful for studying the molecular mechanisms of tumorgenesis.
Collapse
Affiliation(s)
- Shin-Jie Huang
- Institute of Fisheries Science, National Taiwan University, Taipei 106, Taiwan
| | - Chih-Lun Cheng
- Graduate Institute of Life Sciences, National Defense Medical Center, Taipei 114, Taiwan
| | - Jim-Ray Chen
- Department of Pathology, Chang Gung Memorial Hospital, Keelung 204, Taiwan; College of Medicine, Chang Gung Univeristy, Taoyuan 333, Taiwan
| | - Hong-Yi Gong
- Department of Aquaculture, National Taiwan Ocean University, Keelung 202, Taiwan
| | - Wangta Liu
- Department of Biotechnology, Kaohsiung Medical University, Kaohsiung 807, Taiwan; Center for Infectious Disease and Cancer Research, Kaohsiung Medical University, Kaohsiung 807, Taiwan
| | - Jen-Leih Wu
- Institute of Fisheries Science, National Taiwan University, Taipei 106, Taiwan; Department of Aquaculture, National Taiwan Ocean University, Keelung 202, Taiwan; College of Life Sciences, National Taiwan Ocean University, Keelung 202, Taiwan; Institute of Cellular and Organismic Biology, Academia Sinica, Taipei 115, Taiwan.
| |
Collapse
|
17
|
The antitumor activity of a lactosaminated albumin conjugate of doxorubicin in a chemically induced hepatocellular carcinoma rat model compared to sorafenib. Dig Liver Dis 2017; 49:213-222. [PMID: 27825923 DOI: 10.1016/j.dld.2016.10.003] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2016] [Revised: 09/22/2016] [Accepted: 10/03/2016] [Indexed: 12/11/2022]
Abstract
BACKGROUND Worldwide, consistent survival benefit for chemotherapy in hepatocellular carcinoma (HCC) is a golden goal for concerned researchers. Nexavar® (sorafenib) is the only approved agent that achieved touchable successes in this regard. Thus, there is a pressing medical need for new promising drugs to improve HCC therapy. AIMS our designed lactosaminated albumin conjugate of doxorubicin (L-HSA-DOXO) that rapidly and preferentially accumulates in the liver is compared, for the first time at its MTD, with doxorubicin and sorafenib, not only for antitumor efficacy but also for overall survival. METHODS HCC was induced in male Wistar rats with N-nitrosodiethylamine added to drinking water (100mg/L) for 8 weeks. Endpoints were antitumor efficacy, tolerability and overall survival. RESULTS L-HSA-DOXO proved to be superior at least over doxorubicin in the majority of assessed endpoints. Circulating AFP-L3% was diminished in L-HSA-DOXO (14.5%) and sorafenib (18.4%) groups compared to DENA (31.1%) and doxorubicin (29.5%) groups. This superiority was further confirmed by Western blot analyses of some novel HCC biomarkers. Survival study reinforced consistent benefits of both L-HSA-DOXO and sorafenib. CONCLUSIONS L-HSA-DOXO shows at least comparable activity to sorafenib which clinically achieves only ∼3 months overall survival benefit. Combination of these two agents could act beneficially or synergistically via two different modes of action to fight HCC.
Collapse
|
18
|
Rong Y, Chen H, Zhou XF, Yin CQ, Wang BC, Peng CW, Liu SP, Wang FB. Identification of an aptamer through whole cell-SELEX for targeting high metastatic liver cancers. Oncotarget 2016; 7:8282-94. [PMID: 26882565 PMCID: PMC4884992 DOI: 10.18632/oncotarget.6988] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2015] [Accepted: 01/13/2016] [Indexed: 01/10/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is one of the most deadly human cancers due to its ability of invasion and metastasis. Thus, the approaches to identify potential compounds that inhibit invasion and metastasis of HCC are critical for treatment of this disease. In the present study, we used HCCLM9 cells with high metastatic potential and MHCC97L with low metastatic potential as a model system to study the molecular mechanisms of HCC metastasis. By applying cell- Systematic Evolution of Ligands by Exponential enrichment (SELEX) against living cells, we used HCCLM9 as target cells and MHCC97L cells as control to screen a group of HCC metastasis- and cell-specific DNA aptamers. One of selected aptamers, LY-1, could specifically bind to metastatic HCC with a dissociation constant (Kd) in nanomolar range. In vitro studies demonstrated that LY-1 can recognize and bind to membrane protein of metastatic HCC cells. Furthermore, QD605 labeled LY-1 aptamer could recognize HCC cells in both local liver cancer tissues and pulmonary metastatic sites in a xenograft model of HCC with pulmonary metastasis. Further biochemical and immunostaining studies showed that LY-1 could selectively bind to a subpopulation of more metastatic cells in HCCLM9 cells, which express more CK19 and vimentin. Finally, treatment of highly metastatic cells with LY-1 led to reduced migration and invasiveness of HCCLM9 cells in vitro and suppression of xenograft growth in vivo. Taken together, the present study demonstrated the tumor targeting and tumor suppressive effects of LY-1, which could be a promising molecular probe for metastatic HCC and a potential candidate of chemotherapy for metastatic HCC.
Collapse
Affiliation(s)
- Yuan Rong
- Department of Laboratory Medicine & Center for Gene Diagnosis, Zhongnan Hospital of Wuhan University, Wuchang, Wuhan 430071, P.R. China
| | - Hao Chen
- Department of Laboratory Medicine & Center for Gene Diagnosis, Zhongnan Hospital of Wuhan University, Wuchang, Wuhan 430071, P.R. China
| | - Xue-Feng Zhou
- Department of Thoracic and Cardiovascular Surgery, Zhongnan Hospital of Wuhan University, Wuchang, Wuhan 430071, P.R. China
| | - Chang-Qing Yin
- Department of Laboratory Medicine & Center for Gene Diagnosis, Zhongnan Hospital of Wuhan University, Wuchang, Wuhan 430071, P.R. China
| | - Bi-Cheng Wang
- Department of Pathology, Zhongnan Hospital of Wuhan University, Wuchang, Wuhan 430071, P.R. China
| | - Chun-Wei Peng
- Department of Oncology, Zhongnan Hospital of Wuhan University, Wuchang, Wuhan 430071, P.R. China
| | - Shao-Ping Liu
- Hubei Key Laboratory of Tumor Biological Behaviors & Hubei Cancer Clinical Study Center, Wuchang, Wuhan 430071, P.R. China
| | - Fu-Bing Wang
- Department of Laboratory Medicine & Center for Gene Diagnosis, Zhongnan Hospital of Wuhan University, Wuchang, Wuhan 430071, P.R. China
| |
Collapse
|
19
|
Niu ZS, Niu XJ, Wang WH. Genetic alterations in hepatocellular carcinoma: An update. World J Gastroenterol 2016; 22:9069-9095. [PMID: 27895396 PMCID: PMC5107590 DOI: 10.3748/wjg.v22.i41.9069] [Citation(s) in RCA: 98] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2016] [Revised: 09/20/2016] [Accepted: 10/19/2016] [Indexed: 02/06/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is one of the leading causes of cancer-related deaths worldwide. Although recent advances in therapeutic approaches for treating HCC have improved the prognoses of patients with HCC, this cancer is still associated with a poor survival rate mainly due to late diagnosis. Therefore, a diagnosis must be made sufficiently early to perform curative and effective treatments. There is a need for a deeper understanding of the molecular mechanisms underlying the initiation and progression of HCC because these mechanisms are critical for making early diagnoses and developing novel therapeutic strategies. Over the past decade, much progress has been made in elucidating the molecular mechanisms underlying hepatocarcinogenesis. In particular, recent advances in next-generation sequencing technologies have revealed numerous genetic alterations, including recurrently mutated genes and dysregulated signaling pathways in HCC. A better understanding of the genetic alterations in HCC could contribute to identifying potential driver mutations and discovering novel therapeutic targets in the future. In this article, we summarize the current advances in research on the genetic alterations, including genomic instability, single-nucleotide polymorphisms, somatic mutations and deregulated signaling pathways, implicated in the initiation and progression of HCC. We also attempt to elucidate some of the genetic mechanisms that contribute to making early diagnoses of and developing molecularly targeted therapies for HCC.
Collapse
MESH Headings
- Animals
- Biomarkers, Tumor/genetics
- Biomarkers, Tumor/metabolism
- Carcinoma, Hepatocellular/drug therapy
- Carcinoma, Hepatocellular/genetics
- Carcinoma, Hepatocellular/metabolism
- Carcinoma, Hepatocellular/pathology
- Cell Transformation, Neoplastic/genetics
- Cell Transformation, Neoplastic/metabolism
- Cell Transformation, Neoplastic/pathology
- Gene Expression Regulation, Neoplastic
- Genetic Predisposition to Disease
- Genomic Instability
- Humans
- Liver Neoplasms/drug therapy
- Liver Neoplasms/genetics
- Liver Neoplasms/metabolism
- Liver Neoplasms/pathology
- Molecular Diagnostic Techniques
- Molecular Targeted Therapy
- Mutation
- Patient Selection
- Phenotype
- Polymorphism, Single Nucleotide
- Precision Medicine
- Predictive Value of Tests
- Signal Transduction
Collapse
|
20
|
Siddiqui NN, Ul Haq A, Siddiqui OA, Khan R. DNA methyltransferase 1, 3a, and 3b expression in hepatitis C associated human hepatocellular carcinoma and their clinicopathological association. Tumour Biol 2016; 37:10487-97. [PMID: 26850594 DOI: 10.1007/s13277-016-4941-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2015] [Accepted: 01/29/2016] [Indexed: 12/20/2022] Open
Abstract
Identification of biomarker will obligate a substantial influence on various cancer management and treatment. We hypothesize that genetic/proteomic and epigenetic studies should be uncovering modifications which may be independently or jointly affect the expression of the genes that are involved in the progression of liver cancer (LC). For this purpose, we examined the effect of expressional changes of DNMTs on HCV infected LC of different genotypes. We found that both mRNA and protein expression levels of DNMT1, 3a, and 3b were upregulated in genotype 1b and 3a HCV infected patients as compared to control. However, DNMT3b mRNA levels did not change in genotypes 2a, 3, and 4, but were upregulated at the protein level by genotype 1b, 2a, and 3a. Furthermore, no significant changes were observed for DNMTs investigated in sample expressing the genotypes 5 and 6. Our findings suggest that HCV at least in part by altering DNMTs expression may play a significant role in HCC progression.
Collapse
MESH Headings
- Amino Acid Sequence
- Carcinoma, Hepatocellular/enzymology
- Carcinoma, Hepatocellular/genetics
- Carcinoma, Hepatocellular/pathology
- Carcinoma, Hepatocellular/virology
- DNA (Cytosine-5-)-Methyltransferase 1
- DNA (Cytosine-5-)-Methyltransferases/biosynthesis
- DNA (Cytosine-5-)-Methyltransferases/genetics
- DNA (Cytosine-5-)-Methyltransferases/physiology
- DNA Methylation
- DNA Methyltransferase 3A
- DNA, Neoplasm/genetics
- DNA, Neoplasm/metabolism
- Enzyme Induction
- Epigenesis, Genetic
- Female
- Gene Expression Profiling
- Gene Expression Regulation, Neoplastic
- Genotype
- Hepacivirus/classification
- Hepacivirus/isolation & purification
- Hepatitis C, Chronic/complications
- Hepatitis C, Chronic/virology
- Humans
- Liver Neoplasms/enzymology
- Liver Neoplasms/genetics
- Liver Neoplasms/pathology
- Liver Neoplasms/virology
- Male
- Neoplasm Proteins/biosynthesis
- Neoplasm Proteins/genetics
- Neoplasm Proteins/physiology
- Protein Processing, Post-Translational
- RNA, Messenger/biosynthesis
- RNA, Messenger/genetics
- RNA, Neoplasm/biosynthesis
- RNA, Neoplasm/genetics
- Tumor Virus Infections/virology
- Up-Regulation
- DNA Methyltransferase 3B
Collapse
Affiliation(s)
- Nadir Naveed Siddiqui
- The Karachi Institute of Biotechnology and Genetic Engineering, (KIBGE), University of Karachi, Karachi, Pakistan
| | - Ahtesham Ul Haq
- Department of Biochemistry, University of Karachi-Pakistan, Karachi, Pakistan
- Department of Molecular Genetics, Dr. Ziauddin Hospital, North Nazimabad, Karachi, 74700, Pakistan
| | - Owais Ali Siddiqui
- Department of Molecular Genetics, Dr. Ziauddin Hospital, North Nazimabad, Karachi, 74700, Pakistan
| | - Rizma Khan
- Department of Molecular Genetics, Dr. Ziauddin Hospital, North Nazimabad, Karachi, 74700, Pakistan.
- Department of Biochemistry, Ziauddin University, Clifton, Karachi, 75600, Pakistan.
| |
Collapse
|
21
|
Ho YJ, Lin YM, Huang YC, Yeh KT, Lin LI, Lu JW. Tissue microarray-based study of hepatocellular carcinoma validating SPIB as potential clinical prognostic marker. Acta Histochem 2016; 118:38-45. [PMID: 26610895 DOI: 10.1016/j.acthis.2015.11.005] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2015] [Revised: 11/07/2015] [Accepted: 11/09/2015] [Indexed: 01/11/2023]
Abstract
Currently, the prognostic significance of SPIB protein overexpression in human hepatocellular carcinoma (HCC) is unclear. The aim of the present study was to investigate the level of SPIB expression in human HCC in order to determine possible correlations between SPIB expression and clinicopathological findings. The expression of SPIB proteins was detected using immunohistochemical staining in commercial multiple-tissue microarrays as a means of examining expression profiles in patients. Using online biomarker validation tool SurvExpress, we focused on the correlation between SPIB overexpression and survival as well as relapse-free survival (RFS). Results show that SPIB protein expression levels were significantly higher in colon, liver, and stomach tumors than in non-tumor tissues (p<0.05). SPIB overexpression in patients with HCC was also significantly higher than that of the normal samples (p<0.001). Among patients with liver disease, SPIB protein expression levels differ significantly according to the stage of liver disease, specifically between stages I, II, and III of HCC (p<0.05). SPIB expression was also shown to be significantly correlated with age (p=0.046) and histological grade (p=0.027). Furthermore, the SurvExpress analysis suggested that high SPIB and KI-67 mRNA expression were significantly associated with the poor survival of patients with HCC (p<0.05). Our results indicate that cross-talk in the expression of SPIB and KI-67 may be associated with poor prognosis and may potentially serve as a clinical prognostic indicator of HCC. This is the first time that such an association has been reported.
Collapse
Affiliation(s)
- Yi-Jung Ho
- Institute of Preventive Medicine, National Defense Medical Center, Taipei, Taiwan.
| | - Yueh-Min Lin
- Department of Pathology, Changhua Christian Hospital, Changhua, Taiwan; Department of Medical Technology, Jen-Teh Junior College of Medicine, Nursing and Management, Miaoli, Taiwan.
| | - Yen-Chi Huang
- Department of Styling & Cosmetology, Hsin Sheng Junior College of Medical Care and Management, Taoyuan, Taiwan.
| | - Kun-Tu Yeh
- Department of Pathology, Changhua Christian Hospital, Changhua, Taiwan; School of Medicine, Chung Shan Medical University, Taichung, Taiwan.
| | - Liang-In Lin
- Department of Laboratory Medicine, National Taiwan University Hospital, Taipei, Taiwan; Department of Clinical Laboratory Sciences and Medical Biotechnology, National Taiwan University, Taipei, Taiwan.
| | - Jeng-Wei Lu
- Department of Clinical Laboratory Sciences and Medical Biotechnology, National Taiwan University, Taipei, Taiwan.
| |
Collapse
|
22
|
Tsai CF, Hsieh TH, Lee JN, Hsu CY, Wang YC, Kuo KK, Wu HL, Chiu CC, Tsai EM, Kuo PL. Curcumin Suppresses Phthalate-Induced Metastasis and the Proportion of Cancer Stem Cell (CSC)-like Cells via the Inhibition of AhR/ERK/SK1 Signaling in Hepatocellular Carcinoma. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2015; 63:10388-10398. [PMID: 26585812 DOI: 10.1021/acs.jafc.5b04415] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Recent evidence indicating that phthalates promote cancer development, including cell proliferation, migration, and invasion, has raised public health concerns. Here, we show that bis(2-ethylhexyl) phthalate promotes the migration, invasion, and epithelial-mesenchymal transition of hepatocellular carcinoma cells. In addition, bis(2-ethylhexyl) phthalate increased the proportion of cancer stem cell (CSC)-like cells and stemness maintenance in vitro as well as tumor growth and metastasis in vivo. The various activities of curcumin, including anticancer, anti-inflammation, antioxidation, and immunomodulation, have been investigated extensively. Curcumin suppressed phthalate-induced cell migration, invasion, and epithelial-mesenchymal transition, decreased the proportion of CSC-like cells in hepatocellular carcinoma cell lines in vitro, and inhibited tumor growth and metastasis in vivo. We also reveal that curcumin suppressed phthalate-induced migration, invasion, and CSC-like cell maintenance through inhibition of the aryl hydrocarbon receptor/ERK/SK1/S1P3 signaling pathway. Our results suggest that curcumin may be a potential antidote for phthalate-induced cancer progression.
Collapse
Affiliation(s)
- Cheng-Fang Tsai
- Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University , Kaohsiung City 807, Taiwan
| | - Tsung-Hua Hsieh
- Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University , Kaohsiung City 807, Taiwan
| | - Jau-Nan Lee
- Department of Obstetrics and Gynecology, Kaohsiung Medical University Hospital , Kaohsiung City 807, Taiwan
| | - Chia-Yi Hsu
- Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University , Kaohsiung City 807, Taiwan
| | - Yu-Chih Wang
- Department of Obstetrics and Gynecology, Kaohsiung Medical University Hospital , Kaohsiung City 807, Taiwan
| | - Kung-Kai Kuo
- Division of Hepatobiliary Pancreatic Surgery, Department of Surgery, Kaohsiung Medical University Hospital , Kaohsiung 807, Taiwan
| | - Hua-Lin Wu
- Department of Biochemistry and Molecular Biology, National Cheng Kung University , Tainan 701, Taiwan
| | - Chien-Chih Chiu
- Department of Biotechnology, Kaohsiung Medical University , Kaohsiung 807, Taiwan
| | - Eing-Mei Tsai
- Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University , Kaohsiung City 807, Taiwan
- Department of Obstetrics and Gynecology, Kaohsiung Medical University Hospital , Kaohsiung City 807, Taiwan
| | - Po-Lin Kuo
- Institute of Clinical Medicine, College of Medicine, Kaohsiung Medical University , Kaohsiung 807, Taiwan
| |
Collapse
|
23
|
Song SS, Yuan PF, Li PP, Wu HX, Ni WJ, Lu JT, Wei W. Protective Effects ofTotal Glucosides of Paeonyon N-nitrosodiethylamine-induced Hepatocellular Carcinoma in Rats via Down-regulation of Regulatory B Cells. Immunol Invest 2015. [PMID: 26207789 DOI: 10.3109/08820139.2015.1043668] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
|
24
|
Lin F, Liu H. Immunohistochemistry in undifferentiated neoplasm/tumor of uncertain origin. Arch Pathol Lab Med 2015; 138:1583-610. [PMID: 25427040 DOI: 10.5858/arpa.2014-0061-ra] [Citation(s) in RCA: 73] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
CONTEXT Immunohistochemistry has become an indispensable ancillary study in the identification and classification of undifferentiated neoplasms/tumors of uncertain origin. The diagnostic accuracy has significantly improved because of the continuous discoveries of tissue-specific biomarkers and the development of effective immunohistochemical panels. OBJECTIVES To identify and classify undifferentiated neoplasms/tumors of uncertain origin by immunohistochemistry. DATA SOURCES Literature review and authors' research data and personal practice experience were used. CONCLUSIONS To better guide therapeutic decisions and predict prognostic outcomes, it is crucial to differentiate the specific lineage of an undifferentiated neoplasm. Application of appropriate immunohistochemical panels enables the accurate classification of most undifferentiated neoplasms. Knowing the utilities and pitfalls of each tissue-specific biomarker is essential for avoiding potential diagnostic errors because an absolutely tissue-specific biomarker is exceptionally rare. We review frequently used tissue-specific biomarkers, provide effective panels, and recommend diagnostic algorithms as a standard approach to undifferentiated neoplasms.
Collapse
Affiliation(s)
- Fan Lin
- From the Department of Laboratory Medicine, Geisinger Medical Center, Danville, Pennsylvania
| | | |
Collapse
|
25
|
Lu JW, Ho YJ, Lin LI, Huang YC, Yeh KT, Lin YH, Lin YM, Tzeng TY. JMJD2B as a potential diagnostic immunohistochemical marker for hepatocellular carcinoma: a tissue microarray-based study. Acta Histochem 2015; 117:14-9. [PMID: 25533242 DOI: 10.1016/j.acthis.2014.10.002] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2014] [Revised: 10/01/2014] [Accepted: 10/07/2014] [Indexed: 12/30/2022]
Abstract
The purpose of this study was to examine JMJD2B expression in human hepatocellular carcinoma (HCC) and elucidate relationships between various expression patterns and clinicopathological parameters of HCC patients. Immunohistochemical techniques were performed to detect JMJD2B expression in a tissue microarray from patients with breast, cerebrum, colon, esophagus, kidney, liver, lung, prostate, stomach, and uterus cancers. We performed immunohistochemical staining of a multiple tissue array to examine the expression profile of JMJD2B. Our results demonstrate that JMJD2B protein levels were upregulated in malignant human tumors, including breast, colon, liver, and lung. Immunohistochemistry staining examination of liver tumor tissue microarray revealed that the expression of JMJD2B is significant according to the histological grade and TNM stage of liver tumor. Moreover, JMJD2B was also correlated with Ki-67 expression in HCC samples. These results reveal that JMJD2B is dramatically upregulated in HCC, making it a potential diagnostic marker for the further development of HCC treatment therapies.
Collapse
Affiliation(s)
- Jeng-Wei Lu
- Department of Clinical Laboratory Sciences and Medical Biotechnology, National Taiwan University, Taipei, Taiwan
| | - Yi-Jung Ho
- Institute of Preventive Medicine, National Defense Medical Center, Taipei, Taiwan; Graduate Institute of Life Sciences, National Defense Medical Center, Taipei, Taiwan
| | - Liang-In Lin
- Department of Clinical Laboratory Sciences and Medical Biotechnology, National Taiwan University, Taipei, Taiwan; Department of Laboratory Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Yen-Chi Huang
- Department of Styling & Cosmetology, Hsin Sheng Junior College of Medical Care and Management, Taoyuan, Taiwan
| | - Kun-Tu Yeh
- Department of Pathology, Changhua Christian Hospital, Changhua, Taiwan; School of Medicine, Chung Shan Medical University, Taichung, Taiwan
| | - Yu-Hsiang Lin
- VYM Genome Research Center, National Yang-Ming University, Taipei, Taiwan
| | - Yueh-Min Lin
- Department of Pathology, Changhua Christian Hospital, Changhua, Taiwan; School of Medicine, Chung Shan Medical University, Taichung, Taiwan; Department of Medical Technology, Jen-Teh Junior College of Medicine, Nursing and Management, Miaoli, Taiwan.
| | - Tsai-Yu Tzeng
- VYM Genome Research Center, National Yang-Ming University, Taipei, Taiwan.
| |
Collapse
|
26
|
Ahmed HH, Khalil WKB, Hamza AH. Molecular mechanisms of Nano-selenium in mitigating hepatocellular carcinoma induced byN-nitrosodiethylamine (NDEA) in rats. Toxicol Mech Methods 2014; 24:593-602. [DOI: 10.3109/15376516.2014.956912] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
|
27
|
Timek DT, Shi J, Liu H, Lin F. Arginase-1, HepPar-1, and Glypican-3 are the most effective panel of markers in distinguishing hepatocellular carcinoma from metastatic tumor on fine-needle aspiration specimens. Am J Clin Pathol 2012; 138:203-10. [PMID: 22904131 DOI: 10.1309/ajcpk1zc9wnhccmu] [Citation(s) in RCA: 63] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Distinction of liver metastases from hepatocellular carcinoma (HCC) may present a diagnostic challenge. Arginase-1 (Arg-1) is a marker for HCC recently described in some literature. Immunohistochemical evaluation of Arg-1, hepatocyte paraffin-1 (HepPar-1), and glypican-3 expression was performed on 1,240 surgical specimens and 62 liver fine-needle aspiration specimens (29 HCCs, 28 metastatic tumors, and 5 benign liver cases). The staining results on tissue microarray sections showed that 2.7% and 3.1% of nonhepatic tumor cases were positive for HepPar-1 and glypican-3, respectively; none was positive for Arg-1. For fine-needle aspiration specimens, 19 HCCs were positive for all 3 markers; 9 were positive for 1 or 2 markers; and only 1 case was negative for all 3 markers. These data demonstrate that Arg-1 is the most specific marker in differentiating a non-HCC from HCC. It is recommended to use 3 markers as a panel in distinguishing HCC from metastatic carcinoma.
Collapse
Affiliation(s)
| | | | | | - Fan Lin
- Geisinger Medical Center, Danville, PA
| |
Collapse
|
28
|
Tang J, Tang D, Su B, Li Q, Qiu B, Chen G. Specific immunoreaction-induced controlled release strategy for sensitive impedance immunoassay of a cancer marker. Analyst 2011; 136:3869-71. [DOI: 10.1039/c1an15443e] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
|