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Wu M, Ye M. Transcription factor Dp-1 knockdown downregulates thymidine kinase 1 expression to protect against proliferation and epithelial-mesenchymal transition in cervical cancer. Funct Integr Genomics 2023; 23:301. [PMID: 37715794 DOI: 10.1007/s10142-023-01218-6] [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: 07/19/2023] [Revised: 08/08/2023] [Accepted: 08/21/2023] [Indexed: 09/18/2023]
Abstract
Thymidine kinase 1 (TK1) level is an independent survival prognostic factor for both premalignant and malignant cervical pathologies. Herein, this study sought to probe the impacts of TK1 on cervical cancer (CC) progression and its underlying mechanism. Transcription factor Dp-1 (TFDP1) and TK1 expression was assessed using qRT-PCR in CC cell lines. After ectopic expression and knockdown experiments, cell counting kit-8 and colony formation assays were adopted to measure cell proliferation, western blot to examine the expression of epithelial-mesenchymal transition (EMT)-related proteins, and Transwell assays to assess cell invasion and migration. The binding of TFDP1 to TK1 was predicted by bioinformatic sites and verified by chromatin immunoprecipitation and dual-luciferase reporter assays. Tumor xenograft experiments in nude mice were performed to validate the influence of TFDP1/TK1 on CC progression in vivo. CC cells had high TK1 and TFDP1 expression. TFDP1 or TK1 knockdown restrained CC cell EMT, invasion, migration, and proliferation. TFDP1 facilitated TK1 expression in CC via transcription. Overexpression of TK1 counteracted the suppressive impacts of TFDP1 knockdown on CC cell malignant behaviors. Moreover, TFDP1 knockdown depressed CC growth in vivo by downregulating TK1. TFDP1 knockdown restricted proliferation and EMT in CC by downregulating TK1 expression.
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Affiliation(s)
- Mei Wu
- Department of Gynecologic Oncology, Hunan Cancer Hospital, Changsha, Hunan, 410013, People's Republic of China
| | - Mingji Ye
- Department of Urology Surgery, Hunan Cancer Hospital, No. 283, Tongzipo Road, Yuelu District, Changsha, Hunan, 410013, People's Republic of China.
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2
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Development of a Novel Recombinant Full-Length IgY Monoclonal Antibody against Human Thymidine Kinase 1 for Automatic Chemiluminescence Analysis on a Sandwich Biotin-Streptavidin Platform for Early Tumour Discovery. J Immunol Res 2023; 2023:7612566. [PMID: 36969497 PMCID: PMC10038734 DOI: 10.1155/2023/7612566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2022] [Revised: 01/26/2023] [Accepted: 02/04/2023] [Indexed: 03/20/2023] Open
Abstract
Serum thymidine kinase 1 protein (STK1p) concentration has been used successfully as a reliable proliferating serum biomarker in early tumour discovery and clinical settings. It is detected by an enhanced chemiluminescence (ECL) dot blot assay with the biotin-streptavidin (BSA) platform (a gold standard) based on chicken anti-human thymidine kinase 1 IgY polyclonal antibody (hTK1-IgY-pAb). However, ECL dot blotting is a semiautomatic method that has been limited to large-scale applications due to the differences among batches of antibodies from individual hens, and the skill level of operation technicians sometimes results in unstable STK1p values. Therefore, a highly stable recombinant chicken full-length IgY monoclonal antibody in combination with a fully automated sandwich biotin-streptavidin (sandwich-BSA) platform was developed. Hens were immunized with 31-peptide, a key sequence of human TK1 (hTK1), before constructing an immune phage display scFv library. Finally, a recombinant full-length IgY monoclonal antibody (hTK1-IgY-rmAb#5) with high-affinity binding with human recombinant TK1 (rhTK1) (
mol/L), high sensitivity with hTK1 calibrators (slope of linear curve: 89.98), and high specificity with low/elevated STK1p (
-0.963) was identified. hTK1-IgY-rmAb#5 showed a specific immune response with thymidine kinase 1 (TK1) in TK1-positive/negative cell lysates by Western blotting and immunohistochemistry (IHC) in normal and cancer tissues. In particular, the detection of TK1 serum samples from health centres showed a high coincidence rate (
) between hTK1-IgY-rmAb#5 and hTK1-IgY-pAb and between the semiautomatic ECL dot blot BSA platform and the novel automatic chemiluminescence sandwich-BSA platform (
). hTK1-IgY-rmAb#5 is stable and highly sensitive for detecting the lowest STK1p value at 0.01 pmol/L (pM). The accuracy is high (
) between different batches. It is easy to use the novel hTK1-IgY-rmAb#5 on a new automatic chemiluminescence sandwich-BSA platform. It will be beneficial for large-scale health screenings.
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3
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Multi-Omics Integration Analysis of TK1 in Glioma: A Potential Biomarker for Predictive, Preventive, and Personalized Medical Approaches. Brain Sci 2023; 13:brainsci13020230. [PMID: 36831773 PMCID: PMC9954725 DOI: 10.3390/brainsci13020230] [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: 12/08/2022] [Revised: 12/28/2022] [Accepted: 01/06/2023] [Indexed: 01/31/2023] Open
Abstract
Multi-omics expression datasets obtained from multiple public databases were used to elucidate the biological function of TK1 and its effects on clinical outcomes. The Kaplan-Meier curve, a predictive nomogram mode, and the time-dependent receiver operating characteristic (ROC) curve were established to assess the role of TK1 expression in glioma prognosis. TK1 was overexpressed in glioma compared with normal samples, and patients with elevated expression of TK1 had poor overall survival. The ROC curves indicated a high diagnostic value of TK1 expression in patients of glioma; the areas under the ROC curve (AUC) were 0.682, 0.735, and 0.758 for 1 year, 3 years, and 5 years of glioma survival, respectively. For a model based on TK1 expression and other clinical characteristics, the values of AUC were 0.864, 0.896, and 0.898 for 1 year, 3 years, and 5 years, respectively. Additionally, the calibration curve indicated that the predicted and observed areas at 1 year, 3 years, and 5 years of survival were in excellent agreement. Three types of TK1 alterations-missense mutations, splice mutations, and amplifications-were identified in 25 of 2706 glioma samples. The TK1-altered group had better overall survival than the unaltered group. Single-cell function analysis showed that TK1 was positively associated with proliferation, the cell cycle, DNA repair, DNA damage, and epithelial-mesenchymal transition in glioma. Immunoinfiltration analysis indicated that TK1 expression might play different roles in low-grade glioma and glioblastoma multiforme tumor microenvironments, but TK1 expression was positively associated with activated CD4 and Th2, regardless of tumor grade. In summary, our findings identified TK1 as a novel marker for predicting clinical outcomes and a potential target for glioma.
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4
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Gandhi R, Cawthorne C, Craggs LJL, Wright JD, Domarkas J, He P, Koch-Paszkowski J, Shires M, Scarsbrook AF, Archibald SJ, Tsoumpas C, Bailey MA. Cell proliferation detected using [ 18F]FLT PET/CT as an early marker of abdominal aortic aneurysm. J Nucl Cardiol 2021; 28:1961-1971. [PMID: 31741324 PMCID: PMC8648642 DOI: 10.1007/s12350-019-01946-y] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2019] [Accepted: 10/17/2019] [Indexed: 11/29/2022]
Abstract
BACKGROUND Abdominal aortic aneurysm (AAA) is a focal aortic dilatation progressing towards rupture. Non-invasive AAA-associated cell proliferation biomarkers are not yet established. We investigated the feasibility of the cell proliferation radiotracer, fluorine-18-fluorothymidine ([18F]FLT) with positron emission tomography/computed tomography (PET/CT) in a progressive pre-clinical AAA model (angiotensin II, AngII infusion). METHODS AND RESULTS Fourteen-week-old apolipoprotein E-knockout (ApoE-/-) mice received saline or AngII via osmotic mini-pumps for 14 (n = 7 and 5, respectively) or 28 (n = 3 and 4, respectively) days and underwent 90-minute dynamic [18F]FLT PET/CT. Organs were harvested from independent cohorts for gamma counting, ultrasound scanning, and western blotting. [18F]FLT uptake was significantly greater in 14- (n = 5) and 28-day (n = 3) AAA than in saline control aortae (n = 5) (P < 0.001), which reduced between days 14 and 28. Whole-organ gamma counting confirmed greater [18F]FLT uptake in 14-day AAA (n = 9) compared to saline-infused aortae (n = 4) (P < 0.05), correlating positively with aortic volume (r = 0.71, P < 0.01). Fourteen-day AAA tissue showed increased expression of thymidine kinase-1, equilibrative nucleoside transporter (ENT)-1, ENT-2, concentrative nucleoside transporter (CNT)-1, and CNT-3 than 28-day AAA and saline control tissues (n = 3 each) (all P < 0.001). CONCLUSIONS [18F]FLT uptake is increased during the active growth phase of the AAA model compared to saline control mice and late-stage AAA.
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Affiliation(s)
- Richa Gandhi
- Leeds Institute of Cardiovascular and Metabolic Medicine, School of Medicine, University of Leeds, 8.49c Worsley Building, Clarendon Way, Leeds, LS2 9NL, United Kingdom
- Institute of Medical and Biological Engineering, School of Mechanical Engineering, University of Leeds, Leeds, United Kingdom
| | - Christopher Cawthorne
- Department of Biomedical Science, PET Research Centre, University of Hull, Hull, United Kingdom
- Nuclear Medicine and Molecular Imaging, Department of Imaging and Pathology, KU Leuven, Leuven, Belgium
| | - Lucinda J L Craggs
- Leeds Institute of Cardiovascular and Metabolic Medicine, School of Medicine, University of Leeds, 8.49c Worsley Building, Clarendon Way, Leeds, LS2 9NL, United Kingdom
| | - John D Wright
- Leeds Institute of Cardiovascular and Metabolic Medicine, School of Medicine, University of Leeds, 8.49c Worsley Building, Clarendon Way, Leeds, LS2 9NL, United Kingdom
- Experimental & PreClinical Imaging Facility (ePIC), School of Medicine, University of Leeds, Leeds, United Kingdom
| | - Juozas Domarkas
- Department of Biomedical Science, PET Research Centre, University of Hull, Hull, United Kingdom
| | - Ping He
- Department of Biomedical Science, PET Research Centre, University of Hull, Hull, United Kingdom
| | - Joanna Koch-Paszkowski
- Leeds Institute of Cardiovascular and Metabolic Medicine, School of Medicine, University of Leeds, 8.49c Worsley Building, Clarendon Way, Leeds, LS2 9NL, United Kingdom
- Experimental & PreClinical Imaging Facility (ePIC), School of Medicine, University of Leeds, Leeds, United Kingdom
| | - Michael Shires
- Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, United Kingdom
| | - Andrew F Scarsbrook
- Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, United Kingdom
| | - Stephen J Archibald
- Department of Biomedical Science, PET Research Centre, University of Hull, Hull, United Kingdom
| | - Charalampos Tsoumpas
- Leeds Institute of Cardiovascular and Metabolic Medicine, School of Medicine, University of Leeds, 8.49c Worsley Building, Clarendon Way, Leeds, LS2 9NL, United Kingdom.
- Biomedical Engineering and Imaging Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
- Invicro, London, United Kingdom.
| | - Marc A Bailey
- Leeds Institute of Cardiovascular and Metabolic Medicine, School of Medicine, University of Leeds, 8.49c Worsley Building, Clarendon Way, Leeds, LS2 9NL, United Kingdom
- The Leeds Vascular Institute, Leeds General Infirmary, Great George Street, Leeds, United Kingdom
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5
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Li JM, Kim S, Zhang Y, Bian F, Hu J, Lu R, Pflugfelder SC, Chen R, Li DQ. Single-Cell Transcriptomics Identifies a Unique Entity and Signature Markers of Transit-Amplifying Cells in Human Corneal Limbus. Invest Ophthalmol Vis Sci 2021; 62:36. [PMID: 34297801 PMCID: PMC8300054 DOI: 10.1167/iovs.62.9.36] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Purpose Differentiated from adult stem cells (ASCs), transit-amplifying cells (TACs) play an important role in tissue homeostasis, development, and regeneration. This study aimed to characterize the gene expression profile of a candidate TAC population in limbal basal epithelial cells using single-cell RNA sequencing (scRNA-seq). Methods Single cells isolated from the basal corneal limbus were subjected to scRNA-seq using the 10x Genomics platform. Cell types were clustered by graph-based visualization methods and unbiased computational analysis. BrdU proliferation assays, immunofluorescent staining, and real-time reverse transcription quantitative polymerase chain reaction were performed using multiple culture models of primary human limbal epithelial cells to characterize the TAC pool. Results Single-cell transcriptomics of 16,360 limbal basal cells revealed 12 cell clusters. A unique cluster (3.21% of total cells) was identified as a TAC entity, based on its less differentiated progenitor status and enriched exclusive proliferation marker genes, with 98.1% cells in S and G2/M phases. The cell cycle-dependent genes were revealed to be largely enriched by the TAC population. The top genes were characterized morphologically and functionally at protein and mRNA levels. The specific expression patterns of RRM2, TK1, CENPF, NUSAP1, UBE2C, and CDC20 were well correlated in a time- and cycle-dependent manner with proliferation stages in the cell growth and regeneration models. Conclusions For the first time, to the best of our knowledge, we have identified a unique TAC entity and uncovered a group of cell cycle-dependent genes that serve as TAC signature markers. The findings provide insight into ASCs and TACs and lay the foundation for understanding corneal homeostasis and diseases.
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Affiliation(s)
- Jin-Miao Li
- Ocular Surface Center, Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, Texas, United States.,State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Sangbae Kim
- Human Genome Sequencing Center, Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas, United States
| | - Yun Zhang
- Ocular Surface Center, Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, Texas, United States
| | - Fang Bian
- Ocular Surface Center, Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, Texas, United States
| | - Jiaoyue Hu
- Ocular Surface Center, Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, Texas, United States
| | - Rong Lu
- Ocular Surface Center, Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, Texas, United States.,State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou, China
| | - Stephen C Pflugfelder
- Ocular Surface Center, Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, Texas, United States
| | - Rui Chen
- Human Genome Sequencing Center, Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, Texas, United States
| | - De-Quan Li
- Ocular Surface Center, Cullen Eye Institute, Department of Ophthalmology, Baylor College of Medicine, Houston, Texas, United States
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6
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McCartney A, Malorni L. Thymidine kinase-1 as a biomarker in breast cancer: estimating prognosis and early recognition of treatment resistance. Biomark Med 2020; 14:495-498. [PMID: 32378432 DOI: 10.2217/bmm-2020-0072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Affiliation(s)
- Amelia McCartney
- "Sandro Pitigliani" Medical Oncology Department, Hospital of Prato, Prato, Italy
| | - Luca Malorni
- "Sandro Pitigliani" Medical Oncology Department, Hospital of Prato, Prato, Italy.,"Sandro Pitigliani" Translational Research Unit, Hospital of Prato, Prato, Italy
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7
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Lasso G, Mayer SV, Winkelmann ER, Chu T, Elliot O, Patino-Galindo JA, Park K, Rabadan R, Honig B, Shapira SD. A Structure-Informed Atlas of Human-Virus Interactions. Cell 2019; 178:1526-1541.e16. [PMID: 31474372 PMCID: PMC6736651 DOI: 10.1016/j.cell.2019.08.005] [Citation(s) in RCA: 84] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2019] [Revised: 05/17/2019] [Accepted: 08/02/2019] [Indexed: 12/19/2022]
Abstract
While knowledge of protein-protein interactions (PPIs) is critical for understanding virus-host relationships, limitations on the scalability of high-throughput methods have hampered their identification beyond a number of well-studied viruses. Here, we implement an in silico computational framework (pathogen host interactome prediction using structure similarity [P-HIPSTer]) that employs structural information to predict ∼282,000 pan viral-human PPIs with an experimental validation rate of ∼76%. In addition to rediscovering known biology, P-HIPSTer has yielded a series of new findings: the discovery of shared and unique machinery employed across human-infecting viruses, a likely role for ZIKV-ESR1 interactions in modulating viral replication, the identification of PPIs that discriminate between human papilloma viruses (HPVs) with high and low oncogenic potential, and a structure-enabled history of evolutionary selective pressure imposed on the human proteome. Further, P-HIPSTer enables discovery of previously unappreciated cellular circuits that act on human-infecting viruses and provides insight into experimentally intractable viruses.
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Affiliation(s)
- Gorka Lasso
- Department of Systems Biology, Columbia University Medical Center, New York, NY, USA; Department of Microbiology and Immunology, Columbia University Medical Center, New York, NY, USA
| | - Sandra V Mayer
- Department of Systems Biology, Columbia University Medical Center, New York, NY, USA; Department of Microbiology and Immunology, Columbia University Medical Center, New York, NY, USA
| | - Evandro R Winkelmann
- Department of Systems Biology, Columbia University Medical Center, New York, NY, USA; Department of Microbiology and Immunology, Columbia University Medical Center, New York, NY, USA
| | - Tim Chu
- Department of Systems Biology, Columbia University Medical Center, New York, NY, USA
| | - Oliver Elliot
- Department of Systems Biology, Columbia University Medical Center, New York, NY, USA
| | | | - Kernyu Park
- Department of Biomedical Informatics, Columbia University Medical Center, New York, NY, USA
| | - Raul Rabadan
- Department of Systems Biology, Columbia University Medical Center, New York, NY, USA; Department of Biomedical Informatics, Columbia University Medical Center, New York, NY, USA
| | - Barry Honig
- Department of Systems Biology, Columbia University Medical Center, New York, NY, USA; Department of Biochemistry and Molecular Biophysics, Columbia University Medical Center, New York, NY, USA; Zuckerman Mind Brain Behavior Institute, Columbia University Medical Center, New York, NY, USA; Howard Hughes Medical Institute, Columbia University Medical Center, New York, NY, USA.
| | - Sagi D Shapira
- Department of Systems Biology, Columbia University Medical Center, New York, NY, USA; Department of Microbiology and Immunology, Columbia University Medical Center, New York, NY, USA.
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8
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Wang Y, Jiang X, Wang S, Yu H, Zhang T, Xu S, Li W, He E, Skog S. Serological TK1 predict pre-cancer in routine health screenings of 56,178 people. Cancer Biomark 2018; 22:237-247. [PMID: 29689706 DOI: 10.3233/cbm-170846] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND People with biomarkers above cut-off values normally have higher risk to develop pre-malignancies and malignancies. OBJECTIVE Here we investigate if serological TK1 protein (STK1p), AFP, CEA and PSA below cut-off values predict development of pre-cancer. METHODS The mean values and the concentration distribution of STK1p, AFP, CEA and PSA were determined in a cohort of 56,178 persons participating a health screening group, consist of people with non-tumor diseases, pre-malignancy and diseases associated with the risk process of malignancy. A health disease-free group (n= 428) was selected among the 56,178 participants and used as controls. RESULTS The STK1p below cut-off value (⩽ 2 pM) showed partly (51.6%) an almost normal concentration distribution and partly (43.9%) an extensive tail in the health screening group, which was not found in the disease-free group. Due to the extensive tail in the distribution, the mean value of STK1p increased significantly (p= 0.0001) from 0.38 ± 0.30 pM in the health disease-free group to 0.69 ± 0.55 pM in the group below the cut-off value. No significantly differences in the concentration distribution and the mean values among gender and ages were observed. On the other hand, there were no difference in the concentration distributions and the mean values of AFP, CEA and PSA between the health disease - free group and the group below cut-off values, as well as between gender and ages. Of interest, the elevated mean value of STK1p of the group below the cut-off value was correlated to pre-malignancy and diseases associated with the risk process of malignancy in liver and prostate. No such correlations were found with AFP, CEA and PSA. CONCLUSION STK1p is a potential proliferating biomarker for early discover of persons in the risk to develop or already have pre-malignancies or diseases associated with the risk process of malignancy.
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Affiliation(s)
- Yu Wang
- Health Management Center, PLA 180 Hospital, Quanzhou, Fujian, China.,Health Management Center, PLA 180 Hospital, Quanzhou, Fujian, China
| | - Xiaorong Jiang
- Health Management Center, PLA 180 Hospital, Quanzhou, Fujian, China.,Health Management Center, PLA 180 Hospital, Quanzhou, Fujian, China
| | - Shasha Wang
- Department of Disease Prevention and Control, First Hospital of Quanzhou Affiliated to Fujian Medical University, Quanzhou, Fujian, China
| | - Haixia Yu
- Health Management Center, PLA 180 Hospital, Quanzhou, Fujian, China
| | - Tingting Zhang
- Health Management Center, PLA 180 Hospital, Quanzhou, Fujian, China
| | - Shuan Xu
- Sino-Swed Molecular Bio-Medicine Research Institute, Shenzhen, Guangdong, China
| | - Wenlong Li
- Sino-Swed Molecular Bio-Medicine Research Institute, Shenzhen, Guangdong, China
| | - Ellen He
- Sino-Swed Molecular Bio-Medicine Research Institute, Shenzhen, Guangdong, China
| | - Sven Skog
- Sino-Swed Molecular Bio-Medicine Research Institute, Shenzhen, Guangdong, China
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9
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Wei YT, Luo YZ, Feng ZQ, Huang QX, Mo AS, Mo SX. TK1 overexpression is associated with the poor outcomes of lung cancer patients: a systematic review and meta-analysis. Biomark Med 2018; 12:403-413. [PMID: 29575921 DOI: 10.2217/bmm-2017-0249] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
AIM The study aimed to unveil the effect of TK1 expression on the clinicopathological significance and prognosis in patients with lung cancer. Results & methodology: Studies for meta-analysis were selected according to a thorough literature search in databases (PubMed, EMBASE and Chinese databases). Ten studies containing 1393 lung cancer patients were investigated in our analysis. The TK1 overexpression was associated with poorer overall survival(OS) in lung cancer patients (hazard ratio = 1.881; 95% CI:1.318-2.684, Z = 3.48; p = 0.001). Furthermore, The TK1 expression is associated with the clinicopathological features of lung cancer patients (tumor type, age, lymph node metastasis, distant metastasis and tumor, node, metastasis [TNM] stages). Discussion & conclusion: The TK1 expression might have a supportive implication in assessing biological behavior and prognosis of lung cancer patients.
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Affiliation(s)
- Yi-Tong Wei
- Department of Cardiothoracic Surgery, The First Affiliated Hospital of Guangxi Traditional Chinese Medical University, Nanning 530023, PR China
| | - Yu-Zhong Luo
- Department of Cardiothoracic Surgery, The First Affiliated Hospital of Guangxi Traditional Chinese Medical University, Nanning 530023, PR China
| | - Zhi-Qiang Feng
- Department of Cardiothoracic Surgery, The First Affiliated Hospital of Guangxi Traditional Chinese Medical University, Nanning 530023, PR China
| | - Qiang-Xin Huang
- Department of Cardiothoracic Surgery, The First Affiliated Hospital of Guangxi Traditional Chinese Medical University, Nanning 530023, PR China
| | - An-Sheng Mo
- Department of Cardiothoracic Surgery, The First Affiliated Hospital of Guangxi Traditional Chinese Medical University, Nanning 530023, PR China
| | - Shao-Xiong Mo
- Department of Cardiothoracic Surgery, The First Affiliated Hospital of Guangxi Traditional Chinese Medical University, Nanning 530023, PR China
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10
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Ning S, Wei W, Li J, Hou B, Zhong J, Xie Y, Liu H, Mo X, Chen J, Zhang L. Clinical significance and diagnostic capacity of serum TK1, CEA, CA 19-9 and CA 72-4 levels in gastric and colorectal cancer patients. J Cancer 2018; 9:494-501. [PMID: 29483954 PMCID: PMC5820916 DOI: 10.7150/jca.21562] [Citation(s) in RCA: 62] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2017] [Accepted: 10/23/2017] [Indexed: 12/12/2022] Open
Abstract
Despite extensive progress in treatment for cancer in recent decades, the early diagnosis for gastric cancer (GC) and colorectal cancer (CRC) remains poor. In this study, we explore the diagnostic value of joint detection of thymidine kinase 1 (TK1), carcinoembryonic antigen (CEA), carbohydrate antigen 19-9 (CA 19-9) and carbohydrate antigen 72-4 (CA 72-4) in the diagnosis of GC and CRC, and to evaluated the relationship between TK1 expression and clinical pathological characteristics in the patients. Serum TK1, CA 19-9, CA 72-4 and CEA levels were measured in 169 patients with GC, 344 patients with CRC and 75 healthy controls using electro-chemiluminescence. The TK1 concentration was significantly higher in patients with cancer than in healthy controls and patients with clinical stage Ⅲ+Ⅳ had higher TK1 levels than clinical stage Ⅰ+Ⅱ (P<0.05). The levels of TK1 is significantly associated with tumor stage, lymph node metastasis, distant metastasis, tumor differentiation and age (P<0.05). When the tumor markers (TK1, CA 19-9 and CA 72-4) were detected respectively, the area under receiver operating characteristics curve (AUC) of TK1 for three cancers was the highest (0.823-0.895). However, the combination of AUC was higher than that for each tumor marker detected respectively (0.934-0.953), and the Hosmer-Lemeshow test showed an adequate model of calibration (P>0.05). Moreover, the AUCs varied significantly between the combination tests and single biomarker tests (Z test, P<0.01). In conclusion, serum TK1 may be an independent tumor marker for GC and CRC patients, and the combination of TK1, CA 19-9 and CA 72-4 and CEA performed even better. This study suggests that combination detection of four tumor markers may prove to be useful for the diagnosis of GC and CRC.
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Affiliation(s)
- Shufang Ning
- Department of Research, Affiliated Tumor Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region 530021, China
| | - Wene Wei
- Department of Research, Affiliated Tumor Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region 530021, China
| | - Jilin Li
- Department of Research, Affiliated Tumor Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region 530021, China
| | - Bingbing Hou
- Department of Research, Affiliated Tumor Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region 530021, China
| | - Jianhong Zhong
- Department of Research, Affiliated Tumor Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region 530021, China
| | - Yuxuan Xie
- Department of Research, Affiliated Tumor Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region 530021, China
| | - Haizhou Liu
- Department of Research, Affiliated Tumor Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region 530021, China
| | - Xianwei Mo
- Department of Gastrointestinal Surgery, Affiliated Tumor Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region 530021, China
| | - Jiansi Chen
- Department of Gastrointestinal Surgery, Affiliated Tumor Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region 530021, China
| | - Litu Zhang
- Department of Research, Affiliated Tumor Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region 530021, China
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11
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Du YY, Zhang QJ, Sun GP. Expression and Clinical Significance of Cytokeratin-19 and Thymidine Kinase-1 in Advanced Gastrointestinal Cancer. Chin Med J (Engl) 2017; 129:2168-72. [PMID: 27625087 PMCID: PMC5022336 DOI: 10.4103/0366-6999.189919] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
Background: As the clinical value of cytokeratin-19 (CK19) and thymidine kinase-1 (TK1) in advanced gastrointestinal cancer remains controversial, we investigated their expression and clinical significance in this disease. Methods: A total of 171 advanced gastrointestinal cancer patients were prospectively enrolled in this study. The mRNA level of CK19 was detected using quantitative real-time reverse transcription-polymerase chain reaction (PCR) in all patients, along with a control group of fifty healthy individuals. Furthermore, detection of TK1 protein was carried out in 96 patients using a chemiluminescence dot blot assay. The primary endpoint was overall survival (OS) time. Results: Positive CK19 mRNA expression was detected in 74 (43.3%) of the 171 patients and positive TK1 expression was detected in 66 (68.8%) of the 96 patients. Furthermore, of the 96 patients, 36 (37.5%) were positive for both TK1 protein and CK19 mRNA, 30 (31.3%) were negative for TK1 protein, and 15 (15.6%) were negative for TK1 protein and positive for CK19 mRNA. The results indicated that patients who were positive for CK19 mRNA expression had significantly shorter OS times than those who were negative for it (median OS 7.7 vs. 9.7 months, respectively; P = 0.02). Moreover, patients who were positive for CK19 mRNA and TK1 protein expression had shorter OS times (median OS 6.1 months) than those who were positive for CK19 mRNA and negative for TK1 protein expression (median OS 9.1 months; P = 0.028). Positive CK19 mRNA expression was significantly associated with shorter OS in the univariate analysis (P = 0.027). Based on a multivariate Cox regression analysis, CK19 mRNA together with TK1 protein expression (P = 0.024) was an independent predictor for OS in gastrointestinal cancer patients. Conclusions: Our results suggest that positive expression of CK19 mRNA and TK1 protein is closely correlated with poor prognosis in advanced gastrointestinal cancer. Furthermore, both CK19 and TK1 are possible gastrointestinal cancer biomarkers.
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Affiliation(s)
- Ying-Ying Du
- Department of Oncology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230022, China
| | - Qiu-Jun Zhang
- Department of Oncology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230022, China
| | - Guo-Ping Sun
- Department of Oncology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui 230022, China
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Zhang F, Lin JD, Zuo XY, Zhuang YX, Hong CQ, Zhang GJ, Cui XJ, Cui YK. Elevated transcriptional levels of aldolase A (ALDOA) associates with cell cycle-related genes in patients with NSCLC and several solid tumors. BioData Min 2017; 10:6. [PMID: 28191039 PMCID: PMC5297095 DOI: 10.1186/s13040-016-0122-4] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2016] [Accepted: 12/27/2016] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Aldolase A (ALDOA) is one of the glycolytic enzymes primarily found in the developing embryo and adult muscle. Recently, a new role of ALDOA in several cancers has been proposed. However, the underlying mechanism remains obscure and inconsistent. In this study, we tried to investigate ALDOA-associated (AA) genes using available microarray datasets to help elucidating the role of ALDOA in cancer. RESULTS In the dataset of patients with non-small-cell lung cancer (NSCLC, E-GEOD-19188), 3448 differentially expressed genes (DEGs) including ALDOA were identified, in which 710 AA genes were found to be positively associated with ALDOA. Then according to correlation coefficients between each pair of AA genes, ALDOA-associated gene co-expression network (GCN) was constructed including 182 nodes and 1619 edges. 11 clusters out of GCN were detected by ClusterOne plugin in Cytoscape, and only 3 of them have more than three nodes. These three clusters were functionally enriched. A great number of genes (43/79, 54.4%) in the biggest cluster (Cluster 1) primarily involved in biological process like cell cycle process (Pa = 6.76E-26), mitotic cell cycle (Pa = 4.09E-19), DNA repair (Pa = 1.13E-04), M phase of meiotic cell cycle (Pa = 0.006), positive regulation of ubiquitin-protein ligase activity during mitotic cell cycle (Pa = 0.014). AA genes with highest degree and betweenness were considered as hub genes of GCN, namely CDC20, MELK, PTTG1, CCNB2, CDC45, CCNB1, TK1 and PSMB2, which could distinguish cancer from normal controls with ALDOA. Their positive association with ALDOA remained after removing the effect of HK2 and PKM, the two rate limiting enzymes in glycolysis. Further, knocking down ALDOA blocked breast cancer cells in the G0/G1 phase under minimized glycolysis. All suggested that ALDOA might affect cell cycle progression independent of glycolysis. RT-qPCR detection confirmed the relationship of ALDOA with CDC45 and CCNB2 in breast tumors. High expression of the hub genes indicated poor outcome in NSCLC. ALDOA could improve their predictive power. CONCLUSIONS ALDOA could contribute to the progress of cancer, at least partially through its association with genes relevant to cell cycle independent of glycolysis. AA genes plus ALDOA represent a potential new signature for development and prognosis in several cancers.
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Affiliation(s)
- Fan Zhang
- Guangdong Provincial Key Laboratory for Breast Cancer Diagnosis and Treatment, Cancer Hospital of Shantou University Medical College, Shantou, 515041 China
| | - Jie-Diao Lin
- Guangdong Provincial Key Laboratory for Breast Cancer Diagnosis and Treatment, Cancer Hospital of Shantou University Medical College, Shantou, 515041 China
| | - Xiao-Yu Zuo
- Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, 510060 China
| | - Yi-Xuan Zhuang
- Guangdong Provincial Key Laboratory for Breast Cancer Diagnosis and Treatment, Cancer Hospital of Shantou University Medical College, Shantou, 515041 China
| | - Chao-Qun Hong
- Guangdong Provincial Key Laboratory for Breast Cancer Diagnosis and Treatment, Cancer Hospital of Shantou University Medical College, Shantou, 515041 China
| | - Guo-Jun Zhang
- Guangdong Provincial Key Laboratory for Breast Cancer Diagnosis and Treatment, Cancer Hospital of Shantou University Medical College, Shantou, 515041 China
| | - Xiao-Jiang Cui
- Department of Surgery, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048 USA
| | - Yu-Kun Cui
- Guangdong Provincial Key Laboratory for Breast Cancer Diagnosis and Treatment, Cancer Hospital of Shantou University Medical College, Shantou, 515041 China
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Zhang Y, Wang J, Xie J, Yang D, Han G, Zhang Y, Fu Q. The assay and clinical significance of serum thymidine kinase 1 in patients with colorectal carcinoma. Eur Surg 2015. [DOI: 10.1007/s10353-015-0342-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Rausch S, Hennenlotter J, Teepe K, Kuehs U, Aufderklamm S, Bier S, Mischinger J, Gakis G, Stenzl A, Schwentner C, Todenhöfer T. Muscle-invasive bladder cancer is characterized by overexpression of thymidine kinase 1. Urol Oncol 2015; 33:426.e21-9. [PMID: 26231311 DOI: 10.1016/j.urolonc.2015.06.007] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2015] [Revised: 06/10/2015] [Accepted: 06/15/2015] [Indexed: 11/16/2022]
Abstract
OBJECTIVE Thymidine kinases have an important role in the synthesis of DNA and exhibit high activity in rapidly proliferating cells. Thymidine kinase 1 (TK1) activity has been shown to be increased in various cancer types and proposed as a prognostic parameter. Aim of the present study was to investigate TK1 in muscle-invasive urothelial carcinoma (UC). METHODS Corresponding UC and benign samples from paraffin embedded tissue of 111 patients treated with cystectomy for invasive UC from 1996 to 2006 were immunohistochemically (IHC) assessed for TK1. IHC expression patterns were evaluated in a semiquantitative fashion by 2 independent reviewers. Localization of staining was categorized into pure nuclear and additional cytoplasmic localization. Uni- and multivariate analyses were performed to assess differential expression in normal and UC tissue and to evaluate the diagnostic and predictive capability of TK1 by correlation to clinical data. To correlate TK1 expression with molecular subtypes of UC, analysis of TK1 RNA expression levels of the Cancer Genome Atlas UC cohort was performed. RESULTS TK1 was significantly overexpressed in invasive UC, compared to benign urothelium (P<0.0001), and cytoplasmic expression was more often found in cancer tissue than in benign tissue (P = 0.0001). No correlations of TK1 protein expression patterns to standard histopathological determinants were detected. In univariate analysis, TK1 nuclear and cytoplasmic expression was associated with improved cancer-specific survival (P = 0.0119). However, only metastasis status and histologic grade were identified as independent predictors of cancer-specific survival in multivariate analysis. TK1 expression was merely found in the basal layers of benign urothelium. RNA overexpression of TK1 could be correlated to the biologically more aggressive basal UC subtype. CONCLUSIONS TK1 expression is significantly different in invasive UC and benign urothelium, which underlines its potential as a diagnostic marker. Although TK1 is considered to be a marker of proliferation, and TK1 RNA overexpression is associated with an aggressive UC subtype, its capability as a predictive IHC biomarker for invasive UC remains limited.
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Affiliation(s)
- Steffen Rausch
- Department of Urology, University Hospital, Eberhard-Karls-University, Tuebingen, Germany
| | - Joerg Hennenlotter
- Department of Urology, University Hospital, Eberhard-Karls-University, Tuebingen, Germany
| | - Katharina Teepe
- Department of Urology, University Hospital, Eberhard-Karls-University, Tuebingen, Germany
| | - Ursula Kuehs
- Department of Urology, University Hospital, Eberhard-Karls-University, Tuebingen, Germany
| | - Stefan Aufderklamm
- Department of Urology, University Hospital, Eberhard-Karls-University, Tuebingen, Germany
| | - Simone Bier
- Department of Urology, University Hospital, Eberhard-Karls-University, Tuebingen, Germany
| | - Johannes Mischinger
- Department of Urology, University Hospital, Eberhard-Karls-University, Tuebingen, Germany
| | - Georgios Gakis
- Department of Urology, University Hospital, Eberhard-Karls-University, Tuebingen, Germany
| | - Arnulf Stenzl
- Department of Urology, University Hospital, Eberhard-Karls-University, Tuebingen, Germany
| | - Christian Schwentner
- Department of Urology, University Hospital, Eberhard-Karls-University, Tuebingen, Germany
| | - Tilman Todenhöfer
- Department of Urology, University Hospital, Eberhard-Karls-University, Tuebingen, Germany; Vancouver Prostate Centre, University of British Columbia, Vancouver, Canada.
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Xu Y, Liu B, Shi QL, Huang PL, Zhou XJ, Ma HH, Lu ZF, Bo Y, Eriksson S, He E, Skog S. Thymidine kinase 1 is a better prognostic marker than Ki-67 for pT1 adenocarcinoma of the lung. Int J Clin Exp Med 2014; 7:2120-2128. [PMID: 25232396 PMCID: PMC4161556] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2014] [Accepted: 06/10/2014] [Indexed: 06/03/2023]
Abstract
OBJECTIVES The sensitivity and reliability of the biomarkers thymidine kinase 1 (TK1) and Ki-67 were studied in relation to clinical features and prognosis of survival for pathological-T1 (pT1) lung adenocarcinoma patients. METHODS TK1 and Ki-67 expression was determined in 80 patients with pT1 adenocarcinoma of the lung and in 20 specimens from normal lung tissues, using immunohistochemistry. RESULTS TK1 was found in most lung tumor cells both in the cytoplasm and the nuclei. The positive labelling index (LI) for total TK1 was significantly higher than that for Ki-67. There was a significant correlation between the LI of total TK1 and lymph node metastasis, degree of tumor invasion and pathologic stages, which was not found for Ki-67. In addition, the overall 5-year survival of patients was statistically significant different between low and high levels of TK1 expression, but not in cases of Ki-67. A multivariate analysis revealed that expression of TK1, lymph node involvement and TNM pathology staging could serve as independent prognostic factors for the disease progression of pT1 lung adenocarcinoma patients. CONCLUSIONS Compared with Ki-67, TK1 is a more reliable proliferation index in pT1 adenocarcinoma of lung, which can evaluate the invasion and the prognosis of tumor.
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Affiliation(s)
- Yan Xu
- Department of Pathology, Jinling Hospital, Nanjing University School of MedicineNanjing, P.R.China
- Department of Internal Medicine, Zhong Da Hospital Affiliated to Southeast UniversityNanjing, P.R.China
| | - Biao Liu
- Department of Pathology, Jinling Hospital, Nanjing University School of MedicineNanjing, P.R.China
| | - Qun-Li Shi
- Department of Pathology, Jinling Hospital, Nanjing University School of MedicineNanjing, P.R.China
| | - Pei-Lin Huang
- Department of Internal Medicine, Zhong Da Hospital Affiliated to Southeast UniversityNanjing, P.R.China
| | - Xiao-Jun Zhou
- Department of Pathology, Jinling Hospital, Nanjing University School of MedicineNanjing, P.R.China
| | - Heng-Hui Ma
- Department of Pathology, Jinling Hospital, Nanjing University School of MedicineNanjing, P.R.China
| | - Zhen-Feng Lu
- Department of Pathology, Jinling Hospital, Nanjing University School of MedicineNanjing, P.R.China
| | - Yu Bo
- Department of Pathology, Jinling Hospital, Nanjing University School of MedicineNanjing, P.R.China
| | - Staffan Eriksson
- Department of Anatomy, Physiology and Biochemistry, Swedish University of Agricultural SciencesUppsala, Sweden
| | - Ellen He
- Sino-Swed Molecular Bio-Medicine Research InstituteShenzhen, China
| | - Sven Skog
- Sino-Swed Molecular Bio-Medicine Research InstituteShenzhen, China
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Chen F, Tang L, Xia T, He E, Hu G, Li Y, Zhang M, Zhou J, Eriksson S, Skog S. Serum thymidine kinase 1 levels predict cancer-free survival following neoadjuvant, surgical and adjuvant treatment of patients with locally advanced breast cancer. Mol Clin Oncol 2013; 1:894-902. [PMID: 24649267 PMCID: PMC3915673 DOI: 10.3892/mco.2013.149] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2013] [Accepted: 06/27/2013] [Indexed: 12/31/2022] Open
Abstract
In this study, the use of serum thymidine kinase 1 protein (STK1p) concentration for the prognosis of the overall survival of patients with locally advanced breast cancer (n=51) following routine treatment (neoadjuvant treatment, surgery and chemotherapy) was investigated. The patients were followed up for 44 months and the STK1p values were determined by a high-sensitivity enhanced chemiluminescence (ECL) dot blot assay. The variables investigated in relation to metastasis and survival were STK1p, clinical stage, tumor size and age, by the Kaplan-Meier method, the log-rank test and Cox uni- and multivariate analyses. Patients with high STK1p values (≥2.0 pM) 3–6 months after surgery exhibited a positive correlation to clinical stage, tumor size, occurrence of metastasis and survival. The hazard risk for the development of metastatic disease and mortality among breast cancer patients was 11–12 times higher in patients with high compared to those with low STK1p values (<2.0 pM). Notably, patients with stage III/IV disease and low STK1p values exhibited statistically significantly improved survival compared to patients with high STK1p values. A multivariate Cox analysis demonstrated that the STK1p levels 6 months after surgery was the only independent prognostic factor for metastasis and survival. In conclusion, STK1p is a prognostic marker in patients with locally advanced breast cancer and it may help identify a subgroup of stage III/IV patients with improved cancer-free survival expectancy, enabling personalized treatment.
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Affiliation(s)
- Feiyu Chen
- Department of Breast Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, P.R. China
| | - Lili Tang
- Department of Breast Surgery, Xiangya Hospital, Central South University, Changsha, Hunan, P.R. China
| | - Ting Xia
- Department of Breast Oncology, The Second Affiliated Hospital of Guangzhou Medical College, Guangzhou, P.R. China
| | - Ellen He
- Sino-Swedish Molecular Bio-Medicine Research Institute, Shenzhen, Guangdong, P.R. China
| | - Guozhu Hu
- Institute of Clinical Medicine, Jiangxi Provincial People's Hospital, Nanchang, Jiangxi, P.R. China
| | - Yuan Li
- Sino-Swedish Molecular Bio-Medicine Research Institute, Shenzhen, Guangdong, P.R. China
| | - Ming Zhang
- Sino-Swedish Molecular Bio-Medicine Research Institute, Shenzhen, Guangdong, P.R. China
| | - Ji Zhou
- Department of Breast Oncology, The Second Affiliated Hospital of Guangzhou Medical College, Guangzhou, P.R. China
| | - Staffan Eriksson
- Department of Anatomy, Physiology and Biochemistry, Swedish University of Agricultural Sciences, Uppsala, Uppland, Sweden
| | - Sven Skog
- Sino-Swedish Molecular Bio-Medicine Research Institute, Shenzhen, Guangdong, P.R. China
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