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Lin S, Li X, Ge Z, Chen W, Li Y, Zhang P, Wu Y, Wang W, Chen S, Zhou H, Tao L, Lai Y. A panel of three serum microRNAs as a potential diagnostic biomarker for renal cell carcinoma. Sci Rep 2025; 15:18135. [PMID: 40413252 PMCID: PMC12103623 DOI: 10.1038/s41598-025-01225-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2025] [Accepted: 05/05/2025] [Indexed: 05/27/2025] Open
Abstract
Hitherto there is no praiseworthy noninvasive methods in the early diagnosis of renal cell carcinoma (RCC). MicroRNAs (miRNAs) could be utilized as molecular markers for diverse malignancies. In this study, we aim to discern potential miRNAs as markers for screening RCC. We employed quantitative reverse transcription-polymerase chain reaction (RT-qPCR) to detect expression levels of candidate miRNAs in serum specimens of 108 RCC patients and 112 health volunteers. Diagnostic values of miRNAs were appraised, and panel was constructed by dint of receiver operating characteristic curves, the area under the ROC curve and backward stepwise logistic regression analysis. Moreover, we capitalized on bioinformatics analysis for exploration of miRNAs biological functions. The expression of five miRNAs (miR-30c-5p, miR-142-3p, miR-206, miR-223-3p, miR-200c-5p) were markedly alteration in serum specimens of RCC patients and health subjects. A three-miRNA panel combining miR-30c-5p, miR-142-3p and miR-206 was constructed and could discriminate RCC patients and healthy subjects satisfactorily with 0.872 (0.811-0.919, P < 0.001) AUC, 81.25% sensitivity and 86.90% specificity. ATF3 and MYC seem to be potential targets of the three-miRNA panel. The novel miRNA-based panel may perform as potential noninvasive markers to discriminate RCC patients and healthy subjects in advance.
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Affiliation(s)
- Shengjie Lin
- Department of Urology, Peking University Shenzhen Hospital, The fifth Clinical Medical College of Anhui Medical University, 1120 Lianhua Road, Shenzhen, 518036, China
- Institute of Urology, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, 518036, China
- Shenzhen Clinical Research Center for Urology and Nephrology, Shenzhen, 518036, China
- PKU-Shenzhen Clinical Institute of Shantou University Medical College, Shenzhen, China
| | - Xutai Li
- Department of Urology, Peking University Shenzhen Hospital, The fifth Clinical Medical College of Anhui Medical University, 1120 Lianhua Road, Shenzhen, 518036, China
- Institute of Urology, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, 518036, China
- Shenzhen Clinical Research Center for Urology and Nephrology, Shenzhen, 518036, China
- The Fifth Clinical Medical College of Anhui Medical University, Hefei, China
| | - Zhenjian Ge
- Department of Urology, Peking University Shenzhen Hospital, The fifth Clinical Medical College of Anhui Medical University, 1120 Lianhua Road, Shenzhen, 518036, China
- Institute of Urology, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, 518036, China
- Shenzhen Clinical Research Center for Urology and Nephrology, Shenzhen, 518036, China
- PKU-Shenzhen Clinical Institute of Shantou University Medical College, Shenzhen, China
| | - Wenkang Chen
- Department of Urology, Peking University Shenzhen Hospital, The fifth Clinical Medical College of Anhui Medical University, 1120 Lianhua Road, Shenzhen, 518036, China
- Institute of Urology, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, 518036, China
- Shenzhen Clinical Research Center for Urology and Nephrology, Shenzhen, 518036, China
- PKU-Shenzhen Clinical Institute of Shantou University Medical College, Shenzhen, China
| | - Yingqi Li
- Department of Urology, Peking University Shenzhen Hospital, The fifth Clinical Medical College of Anhui Medical University, 1120 Lianhua Road, Shenzhen, 518036, China
- Institute of Urology, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, 518036, China
- Shenzhen Clinical Research Center for Urology and Nephrology, Shenzhen, 518036, China
- Shenzhen University Health Science Center, Shenzhen, China
| | - Pengwu Zhang
- Department of Urology, Peking University Shenzhen Hospital, The fifth Clinical Medical College of Anhui Medical University, 1120 Lianhua Road, Shenzhen, 518036, China
- Institute of Urology, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, 518036, China
- Shenzhen Clinical Research Center for Urology and Nephrology, Shenzhen, 518036, China
| | - Yutong Wu
- Department of Urology, Peking University Shenzhen Hospital, The fifth Clinical Medical College of Anhui Medical University, 1120 Lianhua Road, Shenzhen, 518036, China
- Institute of Urology, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, 518036, China
- Shenzhen Clinical Research Center for Urology and Nephrology, Shenzhen, 518036, China
- PKU-Shenzhen Clinical Institute of Shantou University Medical College, Shenzhen, China
| | - Wuping Wang
- Department of Urology, Peking University Shenzhen Hospital, The fifth Clinical Medical College of Anhui Medical University, 1120 Lianhua Road, Shenzhen, 518036, China
- Institute of Urology, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, 518036, China
- Shenzhen Clinical Research Center for Urology and Nephrology, Shenzhen, 518036, China
- Shenzhen University Health Science Center, Shenzhen, China
| | - Siwei Chen
- Department of Urology, Peking University Shenzhen Hospital, The fifth Clinical Medical College of Anhui Medical University, 1120 Lianhua Road, Shenzhen, 518036, China
- Institute of Urology, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, 518036, China
- Shenzhen Clinical Research Center for Urology and Nephrology, Shenzhen, 518036, China
- Shenzhen University Health Science Center, Shenzhen, China
| | - Huimei Zhou
- Department of Urology, Peking University Shenzhen Hospital, The fifth Clinical Medical College of Anhui Medical University, 1120 Lianhua Road, Shenzhen, 518036, China
- Institute of Urology, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, 518036, China
- Shenzhen Clinical Research Center for Urology and Nephrology, Shenzhen, 518036, China
- The Fifth Clinical Medical College of Anhui Medical University, Hefei, China
| | - Lingzhi Tao
- Department of Urology, Peking University Shenzhen Hospital, The fifth Clinical Medical College of Anhui Medical University, 1120 Lianhua Road, Shenzhen, 518036, China.
- Institute of Urology, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, 518036, China.
- Shenzhen Clinical Research Center for Urology and Nephrology, Shenzhen, 518036, China.
| | - Yongqing Lai
- Department of Urology, Peking University Shenzhen Hospital, The fifth Clinical Medical College of Anhui Medical University, 1120 Lianhua Road, Shenzhen, 518036, China.
- Institute of Urology, Shenzhen Peking University-The Hong Kong University of Science and Technology Medical Center, Shenzhen, 518036, China.
- Shenzhen Clinical Research Center for Urology and Nephrology, Shenzhen, 518036, China.
- The Fifth Clinical Medical College of Anhui Medical University, Hefei, China.
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Plichta J, Karbownik M, Kuna P, Panek M. In Silico-Designed TGFβRI/TGFβRII Receptor Complex Peptide Inhibitors Exhibit Biological Activity In Vitro. J Cell Mol Med 2025; 29:e70548. [PMID: 40245195 PMCID: PMC12005349 DOI: 10.1111/jcmm.70548] [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: 01/18/2025] [Revised: 03/22/2025] [Accepted: 03/28/2025] [Indexed: 04/19/2025] Open
Abstract
TGF-β (transforming growth factor β) is a pleiotropic cytokine found in three isoforms in humans. It regulates cell proliferation, wound healing, immune cell recruitment, contributes to epithelial-to-mesenchymal transition (EMT) and to the conversion of fibroblasts to myofibroblasts. TGF-β signalling pathway hyperactivity underlies many human disorders. The aim of this study was to evaluate a series of novel, in silico-designed peptide inhibitors (PIs) of the TGFβ/TGFβRI/TGFβRII complex. Luciferase-based luminescence assays on HEK293T cells were used to comparatively assess PI biological activity and calculate IC50 values. Flow cytometry was used to assess PI cytotoxicity on HEK293T cells. The PIs caused significant luminescence level reductions compared to controls. Additionally, three of the PIs caused luminescence reductions that did not differ significantly from the effects of SD-208, a small molecule TGFβ inhibitor. None of the PIs exhibited cytotoxicity. Our TGFBR PIs have demonstrated activity in vitro, with no observed cytotoxicity. Our results suggest the PIs may be of interest in the treatment of fibrotic disorders, chronic inflammatory diseases, or certain neoplastic cancers. The PIs will be further refined in silico and tested via assays carried out on cancer cell lines and CD4+/CD8+ T cells.
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Affiliation(s)
- Jacek Plichta
- Department of Internal Medicine, Asthma and AllergyMedical University of LodzLodzPoland
| | - Michał Karbownik
- Department of Pharmacology and ToxicologyMedical University of LodzLodzPoland
| | - Piotr Kuna
- Department of Internal Medicine, Asthma and AllergyMedical University of LodzLodzPoland
| | - Michał Panek
- Department of Internal Medicine, Asthma and AllergyMedical University of LodzLodzPoland
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Bogusławska J, Rakhmetullina A, Grzanka M, Białas A, Rybicka B, Życka-Krzesińska J, Molcan T, Zielenkiewicz P, Pączek L, Piekiełko-Witkowska A. miR395e from Manihot esculenta Decreases Expression of PD-L1 in Renal Cancer: A Preliminary Study. Genes (Basel) 2025; 16:293. [PMID: 40149445 PMCID: PMC11942022 DOI: 10.3390/genes16030293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2025] [Revised: 02/25/2025] [Accepted: 02/27/2025] [Indexed: 03/29/2025] Open
Abstract
Background/Objectives: microRNAs are small non-coding RNAs that regulate gene expression by inducing mRNA degradation or inhibiting translation. A growing body of evidence suggests that miRNAs may be utilized as anti-cancer therapeutics by targeting expression of key genes involved in cancerous transformation and progression. Renal cell cancer (RCC) is the most common kidney malignancy. The most efficient RCC treatments involve blockers of immune checkpoints, including antibodies targeting PD-L1 (Programmed Death Ligand 1). Interestingly, recent studies revealed the cross-kingdom horizontal transfer of plant miRNAs into mammalian cells, contributing to the modulation of gene expression by food ingestion. Here, we hypothesized that PD-L1 expression may be modulated by miRNAs originating from edible plants. Methods: To verify this hypothesis, we performed bioinformatic analysis to identify mes-miR395e from Manihot esculenta (cassava) as a promising candidate miRNA that could target PD-L1. To verify PD-L1 regulation mediated by the predicted plant miRNA, synthetic mes-miR395 mimics were transfected into cell lines derived from RCC tumors, followed by evaluation of PD-L1 expression using qPCR and Western blot. Results: Transfection of mes-miR395e mimics into RCC-derived cell lines confirmed that this miRNA decreases expression of PD-L1 in RCC cells at both mRNA and protein levels. Conclusions: This preliminary study shows the promise of plant miRNA as potential adjuvants supporting RCC treatment.
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Affiliation(s)
- Joanna Bogusławska
- Department of Biochemistry and Molecular Biology, Centre of Translational Research, Centre of Postgraduate Medical Education, ul. Marymoncka 99/103, 01-813 Warsaw, Poland; (J.B.); (M.G.); (A.B.); (B.R.); (J.Ż.-K.)
| | - Aizhan Rakhmetullina
- Department of Bioinformatics, Institute of Biochemistry and Biophysics, Polish Academy of Sciences, ul. Pawińskiego 5a, 02-106 Warsaw, Poland; (A.R.); (T.M.); (P.Z.); (L.P.)
| | - Małgorzata Grzanka
- Department of Biochemistry and Molecular Biology, Centre of Translational Research, Centre of Postgraduate Medical Education, ul. Marymoncka 99/103, 01-813 Warsaw, Poland; (J.B.); (M.G.); (A.B.); (B.R.); (J.Ż.-K.)
| | - Alex Białas
- Department of Biochemistry and Molecular Biology, Centre of Translational Research, Centre of Postgraduate Medical Education, ul. Marymoncka 99/103, 01-813 Warsaw, Poland; (J.B.); (M.G.); (A.B.); (B.R.); (J.Ż.-K.)
| | - Beata Rybicka
- Department of Biochemistry and Molecular Biology, Centre of Translational Research, Centre of Postgraduate Medical Education, ul. Marymoncka 99/103, 01-813 Warsaw, Poland; (J.B.); (M.G.); (A.B.); (B.R.); (J.Ż.-K.)
| | - Joanna Życka-Krzesińska
- Department of Biochemistry and Molecular Biology, Centre of Translational Research, Centre of Postgraduate Medical Education, ul. Marymoncka 99/103, 01-813 Warsaw, Poland; (J.B.); (M.G.); (A.B.); (B.R.); (J.Ż.-K.)
| | - Tomasz Molcan
- Department of Bioinformatics, Institute of Biochemistry and Biophysics, Polish Academy of Sciences, ul. Pawińskiego 5a, 02-106 Warsaw, Poland; (A.R.); (T.M.); (P.Z.); (L.P.)
- Molecular Biology Laboratory, Institute of Animal Reproduction and Food Research, Polish Academy of Sciences, Tuwima Street 10, 10-748 Olsztyn, Poland
| | - Piotr Zielenkiewicz
- Department of Bioinformatics, Institute of Biochemistry and Biophysics, Polish Academy of Sciences, ul. Pawińskiego 5a, 02-106 Warsaw, Poland; (A.R.); (T.M.); (P.Z.); (L.P.)
- Department of Systems Biology, Institute of Experimental Plant Biology and Biotechnology, University of Warsaw, ul. Miecznikowa 1, 02-096 Warsaw, Poland
| | - Leszek Pączek
- Department of Bioinformatics, Institute of Biochemistry and Biophysics, Polish Academy of Sciences, ul. Pawińskiego 5a, 02-106 Warsaw, Poland; (A.R.); (T.M.); (P.Z.); (L.P.)
- Department of Clinical Immunology, Medical University of Warsaw, 02-006 Warsaw, Poland
| | - Agnieszka Piekiełko-Witkowska
- Department of Biochemistry and Molecular Biology, Centre of Translational Research, Centre of Postgraduate Medical Education, ul. Marymoncka 99/103, 01-813 Warsaw, Poland; (J.B.); (M.G.); (A.B.); (B.R.); (J.Ż.-K.)
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Agrawal P, Olgun G, Singh A, Gopalan V, Hannenhalli S. Characterizing the pan-cancer role of exosomal miRNAs in metastasis across cancers. Comput Struct Biotechnol J 2024; 27:252-264. [PMID: 39866667 PMCID: PMC11763893 DOI: 10.1016/j.csbj.2024.12.025] [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: 11/13/2024] [Revised: 12/20/2024] [Accepted: 12/23/2024] [Indexed: 01/28/2025] Open
Abstract
Exosomal microRNAs (exomiRs) play a critical role in intercellular communication, especially in cancer, where they regulate key cellular processes like proliferation, angiogenesis, and metastasis, highlighting their significance as potential diagnostic and therapeutic targets. Here, we aimed to characterize the role of exomiRs, derived from seven cancer types (four cell lines and three tumors), in influencing the pre-metastatic niche (PMN). In each cancer type we extracted high confidence exomiRs (LogFC >= 2 in exosomes relative to control), their experimentally validated targets, and the enriched pathways among those targets. We then selected the top100 high-confidence targets based on their frequency of appearance in the enriched pathways. We observed significantly higher GC content in exomiRs relative to genomic background. Gene Ontology analysis revealed both general cancer processes, such as wound healing and epithelial cell proliferation, as well as cancer-specific processes, such as "angiogenesis" in the kidney and "ossification" in the lung. ExomiR targets were enriched for cancer-specific tumor suppressor genes and downregulated in PMN formed in lungs compared to normal. Motif analysis showed high inter-cancer similarity among motifs enriched in exomiRs. Our analysis recapitulated exomiRs associated with M2 macrophage differentiation and chemoresistance, such as miR-21 and miR-222-3p, regulating signaling pathways like PTEN/PI3/Akt, NF-kB, etc. Additionally, Cox regression analysis in TCGA indicated that exomiR targets are significantly associated with better overall survival of patients. Lastly, support vector machine model using exomiR targets gene expression classified responders and non-responders to therapy with an AUROC ranging from 0.72 to 0.96, higher than previously reported gene signatures.
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Affiliation(s)
- Piyush Agrawal
- Cancer Data Science Laboratory, National Cancer Institute, Bethesda, MD, USA
| | - Gulden Olgun
- Department of Computer Engineering, Hacettepe University, Ankara 06800, Turkey
| | - Arashdeep Singh
- Cancer Data Science Laboratory, National Cancer Institute, Bethesda, MD, USA
| | - Vishaka Gopalan
- Cancer Data Science Laboratory, National Cancer Institute, Bethesda, MD, USA
| | - Sridhar Hannenhalli
- Cancer Data Science Laboratory, National Cancer Institute, Bethesda, MD, USA
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Lu M, Gong X, Zhang YM, Guo YW, Zhu Y, Zeng XB, Gao JH, Liu LM, Shu D, Ma R, Liang HF, Zhang RY, Xu Y, Zhang BX, Lu YJ, Ming ZY. Platelets promote primary hepatocellular carcinoma metastasis through TGF-β1-mediated cancer cell autophagy. Cancer Lett 2024; 600:217161. [PMID: 39117067 DOI: 10.1016/j.canlet.2024.217161] [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: 02/21/2024] [Revised: 07/21/2024] [Accepted: 08/03/2024] [Indexed: 08/10/2024]
Abstract
Previous research has revealed that platelets promote tumor metastasis by binding to circulating tumor cells (CTCs). However, the role of platelets in epithelial-mesenchymal transition (EMT) of cancer cells at the primary tumor site, the crucial initial step of tumor metastasis, remains to be elucidated. Here, we found that platelet releasate enhanced EMT and motility of hepatocellular carcinoma (HCC) cells via AMPK/mTOR-induced autophagy. RNA-seq indicated that platelet releasate altered TGF-β signaling pathway of cancer cells. Inhibiting TGFBR or deleting platelet TGF-β1 suppressed AMPK/mTOR pathway activation and autophagy induced by platelet releasate. Compared with Pf4cre-; Tgfb1fl/fl mice, HCC orthotopic models established on Pf4cre+; Tgfb1fl/fl mice showed reduced TGF-β1 in primary tumors, which corresponded with decreased cancer cell EMT, autophagy, migration ability and tumor metastasis. Inhibition of autophagy via Atg5 knockdown in cancer cells negated EMT and metastasis induced by platelet-released TGF-β1. Clinically, higher platelet count correlated with increased TGF-β1, LC3 and N-cad expression in primary tumors of HCC patients, suggesting a link between platelets and HCC progression. Our study indicates that platelets promote cancer cell EMT in the primary tumor and HCC metastasis through TGF-β1-induced HCC cell autophagy via the AMPK/mTOR pathway. These findings offer novel insights into the role of platelets in HCC metastasis and the potential therapeutic targets for HCC metastasis.
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Affiliation(s)
- Meng Lu
- Department of Pharmacology, School of Basic Medicine, Tongji Medical College and State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Huazhong University of Science and Technology, Wuhan, China; Hubei Key Laboratory of Drug Target Research and Pharmacodynamic Evaluation, Wuhan, China
| | - Xue Gong
- Department of Pharmacology, School of Basic Medicine, Tongji Medical College and State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Huazhong University of Science and Technology, Wuhan, China; Hubei Key Laboratory of Drug Target Research and Pharmacodynamic Evaluation, Wuhan, China
| | - Yu-Min Zhang
- Department of Pharmacology, School of Basic Medicine, Tongji Medical College and State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Huazhong University of Science and Technology, Wuhan, China; Hubei Key Laboratory of Drug Target Research and Pharmacodynamic Evaluation, Wuhan, China
| | - Ya-Wei Guo
- Department of Pharmacology, School of Basic Medicine, Tongji Medical College and State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Huazhong University of Science and Technology, Wuhan, China; Hubei Key Laboratory of Drug Target Research and Pharmacodynamic Evaluation, Wuhan, China
| | - Ying Zhu
- Department of Pharmacology, School of Basic Medicine, Tongji Medical College and State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Huazhong University of Science and Technology, Wuhan, China; Hubei Key Laboratory of Drug Target Research and Pharmacodynamic Evaluation, Wuhan, China; Department of Pharmacy, Traditional Chinese and Western Medicine Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xiang-Bin Zeng
- Department of Pharmacology, School of Basic Medicine, Tongji Medical College and State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Huazhong University of Science and Technology, Wuhan, China; Hubei Key Laboratory of Drug Target Research and Pharmacodynamic Evaluation, Wuhan, China
| | - Jia-Hui Gao
- Department of Pharmacology, School of Basic Medicine, Tongji Medical College and State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Huazhong University of Science and Technology, Wuhan, China; Hubei Key Laboratory of Drug Target Research and Pharmacodynamic Evaluation, Wuhan, China
| | - Lu-Man Liu
- Department of Pharmacology, School of Basic Medicine, Tongji Medical College and State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Huazhong University of Science and Technology, Wuhan, China; Hubei Key Laboratory of Drug Target Research and Pharmacodynamic Evaluation, Wuhan, China
| | - Dan Shu
- Department of Pharmacology, School of Basic Medicine, Tongji Medical College and State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Huazhong University of Science and Technology, Wuhan, China; Hubei Key Laboratory of Drug Target Research and Pharmacodynamic Evaluation, Wuhan, China; Department of Pharmacy, School of Medicine, Wuhan University of Science and Technology, Wuhan, China
| | - Rong Ma
- Department of Pharmacology, School of Basic Medicine, Tongji Medical College and State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Huazhong University of Science and Technology, Wuhan, China; Hubei Key Laboratory of Drug Target Research and Pharmacodynamic Evaluation, Wuhan, China
| | - Hui-Fang Liang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ru-Yi Zhang
- Hubei Key Laboratory of Diabetes and Angiopathy, Hubei University of Science and Technology, Xianning, China
| | - Yun Xu
- Center for Medical Device Evaluation, National Medical Products Administration, Beijing, China
| | - Bi-Xiang Zhang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yong-Jie Lu
- Center for Biomarkers and Therapeutics, Bart's Cancer Institute, Queen Mary University London, London, EC1M 6BQ, UK
| | - Zhang-Yin Ming
- Department of Pharmacology, School of Basic Medicine, Tongji Medical College and State Key Laboratory for Diagnosis and Treatment of Severe Zoonotic Infectious Diseases, Huazhong University of Science and Technology, Wuhan, China; Hubei Key Laboratory of Drug Target Research and Pharmacodynamic Evaluation, Wuhan, China; Tongji-Rongcheng Center for Biomedicine, Huazhong University of Science and Technology, Wuhan, China.
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Agrawal P, Olgun G, Singh A, Gopalan V, Hannenhalli S. Characterizing the role of exosomal miRNAs in metastasis. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.08.20.608894. [PMID: 39372783 PMCID: PMC11451750 DOI: 10.1101/2024.08.20.608894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 10/08/2024]
Abstract
Background Exosomal microRNAs (exomiRs), transported via exosomes, play a pivotal role in intercellular communication. In cancer, exomiRs influence tumor progression by regulating key cellular processes such as proliferation, angiogenesis, and metastasis. Their role in mediating communication between cancer cells and the tumor microenvironment highlights their significance as potential diagnostic and therapeutic targets. Methodology In this study, we aimed to characterize the role of exomiRs in influencing the pre-metastatic niche (PMN). Across 7 tumor types, including 4 cell lines and three tumors, we extracted high confidence exomiRs (Log FC >= 2 in exosomes relative to control) and their targets (experimentally identified and targeted by at least 2 exomiRs). Subsequently, we identified enriched pathways and selected the top 100 high-confidence exomiR targets based on the frequency of their appearance in the enriched pathways. These top 100 targets were consistently used throughout the analysis. Results Cancer cell line and tumor derived ExomiRs have significantly higher GC content relative to genomic background. Pathway enriched among the top exomiR targets included general cancer-associated processes such as "wound healing" and "regulation of epithelial cell proliferation", as well as cancer-specific processes, such as "regulation of angiogenesis in kidney" (KIRC), "ossification" in lung (LUAD), and "positive regulation of cytokine production" in pancreatic cancer (PAAD). Similarly, 'Pathways in cancer' and 'MicroRNAs in cancer' ranked among the top 10 enriched KEGG pathways in all cancer types. ExomiR targets were not only enriched for cancer-specific tumor suppressor genes (TSG) but are also downregulated in pre-metastatic niche formed in lungs compared to normal lung. Motif analysis shows high similarity among motifs identified from exomiRs across cancer types. Our analysis recapitulates exomiRs associated with M2 macrophage differentiation and chemoresistance such as miR-21 and miR-222-3p, regulating signaling pathways such as PTEN/PI3/Akt, NF-κB, etc. Cox regression indicated that exomiR targets are significantly associated with overall survival of patients in TCGA. Lastly, a Support Vector Machine (SVM) model using exomiR target gene expression classified responders and non-responders to neoadjuvant chemotherapy with an AUROC of 0.96 (in LUAD), higher than other previously reported gene signatures. Conclusion Our study characterizes the pivotal role of exomiRs in shaping the PMN in diverse cancers, underscoring their diagnostic and therapeutic potential.
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Affiliation(s)
- Piyush Agrawal
- Department of Medical Research, SRM Medical College Hospital & Research Centre, SRMIST, Kattankulathur, Chennai, Tamil Nadu, India
| | - Gulden Olgun
- Department of Computer Engineering, Hacettepe University, 06800, Ankara, Turkey
| | - Arashdeep Singh
- Cancer Data Science Laboratory, National Cancer Institute, Bethesda, MD, USA
| | - Vishaka Gopalan
- Cancer Data Science Laboratory, National Cancer Institute, Bethesda, MD, USA
| | - Sridhar Hannenhalli
- Cancer Data Science Laboratory, National Cancer Institute, Bethesda, MD, USA
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Liu Y, Jiang B, Li Y, Zhang X, Wang L, Yao Y, Zhu B, Shi H, Chai X, Hu X, Zhang B, Li H. Effect of traditional Chinese medicine in osteosarcoma: Cross-interference of signaling pathways and potential therapeutic targets. Medicine (Baltimore) 2024; 103:e36467. [PMID: 38241548 PMCID: PMC10798715 DOI: 10.1097/md.0000000000036467] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Accepted: 11/14/2023] [Indexed: 01/21/2024] Open
Abstract
Osteosarcoma (OS) has a high recurrence rate, disability rate, mortality and metastasis, it brings great economic burden and psychological pressure to patients, and then seriously affects the quality of life of patients. At present, the treatment methods of OS mainly include radiotherapy, chemotherapy, surgical therapy and neoadjuvant chemotherapy combined with limb salvage surgery. These treatment methods can relieve the clinical symptoms of patients to a certain extent, and also effectively reduce the disability rate, mortality and recurrence rate of OS patients. However, because metastasis of tumor cells leads to new complications, and OS cells become resistant with prolonged drug intervention, which reduces the sensitivity of OS cells to drugs, these treatments still have some limitations. More and more studies have shown that traditional Chinese medicine (TCM) has the characteristics of "multiple targets and multiple pathways," and can play an important role in the development of OS through several key signaling pathways, including PI3K/AKT, Wnt/β-catenin, tyrosine kinase/transcription factor 3 (JAK/STAT3), Notch, transforming growth factor-β (TGF-β)/Smad, nuclear transcription factor-κB (NF-κB), mitogen-activated protein kinase (MAPK), nuclear factor E2-related factor 2 (Nrf2), Hippo/YAP, OPG/RANK/RANKL, Hedgehog and so on. In this paper, the signaling pathways of cross-interference between active ingredients of TCM and OS were reviewed, and the development status of novel OS treatment was analyzed. The active ingredients in TCM can provide therapeutic benefits to patients by targeting the activity of signaling pathways. In addition, potential strategies for targeted therapy of OS by using ferroptosis were discussed. We hope to provide a unique insight for the in-depth research and clinical application of TCM in the fields of OS growth, metastasis and chemotherapy resistance by understanding the signaling crosstalk between active ingredients in TCM and OS.
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Affiliation(s)
- Yuezhen Liu
- Clinical College of Traditional Chinese Medicine, Gansu University of Traditional Chinese Medicine, Lanzhou, China
| | - Bing Jiang
- Department of Integrated Chinese and Western Medicine, Gansu University of Traditional Chinese Medicine, Lanzhou, China
| | - Yanqiang Li
- Clinical College of Traditional Chinese Medicine, Gansu University of Traditional Chinese Medicine, Lanzhou, China
| | - Xiaoshou Zhang
- Clinical College of Traditional Chinese Medicine, Gansu University of Traditional Chinese Medicine, Lanzhou, China
| | - Lijun Wang
- Clinical College of Traditional Chinese Medicine, Gansu University of Traditional Chinese Medicine, Lanzhou, China
| | - Yasai Yao
- Clinical College of Traditional Chinese Medicine, Gansu University of Traditional Chinese Medicine, Lanzhou, China
| | - Baohong Zhu
- Clinical College of Traditional Chinese Medicine, Gansu University of Traditional Chinese Medicine, Lanzhou, China
| | - Hengwei Shi
- The Second Affiliated Hospital of Gansu University of Traditional Chinese Medicine, Lanzhou, China
| | - Xiping Chai
- Gansu Provincial Hospital of Traditional Chinese Medicine, Lanzhou, China
| | - Xingrong Hu
- Gansu Provincial Hospital of Traditional Chinese Medicine, Lanzhou, China
| | - Bangneng Zhang
- Gansu Provincial Hospital of Traditional Chinese Medicine, Lanzhou, China
| | - Hongzhuan Li
- Gansu Provincial Hospital of Traditional Chinese Medicine, Lanzhou, China
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8
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Wang X, Zhang J, Wu Y, Zhang Y, Zhang S, Li A, Wang J, Wang Z. RORα inhibits gastric cancer proliferation through attenuating G6PD and PFKFB3 induced glycolytic activity. Cancer Cell Int 2024; 24:12. [PMID: 38184549 PMCID: PMC10770990 DOI: 10.1186/s12935-023-03201-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2023] [Accepted: 12/27/2023] [Indexed: 01/08/2024] Open
Abstract
BACKGROUND Glycolysis is critical for harvesting abundant energy to maintain the tumor microenvironment in malignant tumors. Retinoic acid-related orphan receptor α (RORα) has been identified as a circadian gene. However, the association of glycolysis with RORα in regulating gastric cancer (GC) proliferation remains poorly understood. METHODS Bioinformatic analysis and retrospective study were utilized to explore the role of RORα in cell cycle and glycolysis in GC. The mechanisms were performed in vitro and in vivo including colony formation, Cell Counting Kit-8 (CCK-8), Epithelial- mesenchymal transition (EMT) and subcutaneous tumors of mice model assays. The key drives between RORα and glycolysis were verified through western blot and chip assays. Moreover, we constructed models of high proliferation and high glucose environments to verify a negative feedback and chemoresistance through a series of functional experiments in vitro and in vivo. RESULTS RORα was found to be involved in the cell cycle and glycolysis through a gene set enrichment analysis (GSEA) algorithm. GC patients with low RORα expression were not only associated with high circulating tumor cells (CTC) and high vascular endothelial growth factor (VEGF) levels. However, it also presented a positive correlation with the standard uptake value (SUV) level. Moreover, the SUVmax levels showed a positive linear relation with CTC and VEGF levels. In addition, RORα expression levels were associated with glucose 6 phosphate dehydrogenase (G6PD) and phosphofructokinase-2/fructose-2,6-bisphosphatase (PFKFB3) expression levels, and GC patients with low RORα and high G6PD or low RORα and high PFKFB3 expression patterns had poorest disease-free survival (DFS). Functionally, RORα deletion promoted GC proliferation and drove glycolysis in vitro and in vivo. These phenomena were reversed by the RORα activator SR1078. Moreover, RORα deletion promoted GC proliferation through attenuating G6PD and PFKFB3 induced glycolytic activity in vitro and in vivo. Mechanistically, RORα was recruited to the G6PD and PFKFB3 promoters to modulate their transcription. Next, high proliferation and high glucose inhibited RORα expression, which indicated that negative feedback exists in GC. Moreover, RORα deletion improved fluorouracil chemoresistance through inhibition of glucose uptake. CONCLUSION RORα might be a novel biomarker and therapeutic target for GC through attenuating glycolysis.
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Affiliation(s)
- Xiaoshan Wang
- Department of General Surgery, First Affiliated Hospital of Anhui Medical University, Hefei, 230032, Anhui, People's Republic of China
| | - Junyi Zhang
- Department of General Surgery, First Affiliated Hospital of Anhui Medical University, Hefei, 230032, Anhui, People's Republic of China
| | - Yuwei Wu
- Department of General Surgery, First Affiliated Hospital of Anhui Medical University, Hefei, 230032, Anhui, People's Republic of China
| | - Yuqing Zhang
- Department of Occupational Health and Environmental Hygiene, School of Public Health, Anhui Medical University, Hefei, Anhui, People's Republic of China
| | - Siyuan Zhang
- Department of General Surgery, First Affiliated Hospital of Anhui Medical University, Hefei, 230032, Anhui, People's Republic of China
| | - Angqing Li
- Department of General Surgery, First Affiliated Hospital of Anhui Medical University, Hefei, 230032, Anhui, People's Republic of China
| | - Jian Wang
- Department of General Surgery, First Affiliated Hospital of Anhui Medical University, Hefei, 230032, Anhui, People's Republic of China
| | - Zhengguang Wang
- Department of General Surgery, First Affiliated Hospital of Anhui Medical University, Hefei, 230032, Anhui, People's Republic of China.
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9
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Murali R, Gopalakrishnan AV. Molecular insight into renal cancer and latest therapeutic approaches to tackle it: an updated review. Med Oncol 2023; 40:355. [PMID: 37955787 DOI: 10.1007/s12032-023-02225-0] [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: 09/05/2023] [Accepted: 10/16/2023] [Indexed: 11/14/2023]
Abstract
Renal cell carcinoma (RCC) is one of the most lethal genitourinary cancers, with the highest mortality rate, and may remain undetected throughout its development. RCC can be sporadic or hereditary. Exploring the underlying genetic abnormalities in RCC will have important implications for understanding the origins of nonhereditary renal cancers. The treatment of RCC has evolved over centuries from the era of cytokines to targeted therapy to immunotherapy. A surgical cure is the primary treatment modality, especially for organ-confined diseases. Furthermore, the urologic oncology community focuses on nephron-sparing surgical approaches and ablative procedures when small renal masses are detected incidentally in conjunction with interventional radiologists. In addition to new combination therapies approved for RCC treatment, several trials have been conducted to investigate the potential benefits of certain drugs. This may lead to durable responses and more extended survival benefits for patients with metastatic RCC (mRCC). Several approved drugs have reduced the mortality rate of patients with RCC by targeting VEGF signaling and mTOR. This review better explains the signaling pathways involved in the RCC progression, oncometabolites, and essential biomarkers in RCC that can be used for its diagnosis. Further, it provides an overview of the characteristics of RCC carcinogenesis to assist in combating treatment resistance, as well as details about the current management and future therapeutic options. In the future, multimodal and integrated care will be available, with new treatment options emerging as we learn more about the disease.
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Affiliation(s)
- Reshma Murali
- Department of Biomedical Sciences, School of Bio-Sciences and Technology, Vellore Institute of Technology VIT, Vellore, Tamil Nadu, 632014, India
| | - Abilash Valsala Gopalakrishnan
- Department of Biomedical Sciences, School of Bio-Sciences and Technology, Vellore Institute of Technology VIT, Vellore, Tamil Nadu, 632014, India.
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10
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Popławski P, Zarychta-Wiśniewska W, Burdzińska A, Bogusławska J, Adamiok-Ostrowska A, Hanusek K, Rybicka B, Białas A, Kossowska H, Iwanicka-Nowicka R, Koblowska M, Pączek L, Piekiełko-Witkowska A. Renal cancer secretome induces migration of mesenchymal stromal cells. Stem Cell Res Ther 2023; 14:200. [PMID: 37563650 PMCID: PMC10413545 DOI: 10.1186/s13287-023-03430-4] [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: 05/08/2023] [Accepted: 07/25/2023] [Indexed: 08/12/2023] Open
Abstract
BACKGROUND Advanced renal cell carcinoma (RCC) is therapeutically challenging. RCC progression is facilitated by mesenchymal stem/stromal cells (MSCs) that exert remarkable tumor tropism. The specific mechanisms mediating MSCs' migration to RCC remain unknown. Here, we aimed to comprehensively analyze RCC secretome to identify MSCs attractants. METHODS Conditioned media (CM) were collected from five RCC-derived cell lines (Caki-1, 786-O, A498, KIJ265T and KIJ308T) and non-tumorous control cell line (RPTEC/TERT1) and analyzed using cytokine arrays targeting 274 cytokines in addition to global CM proteomics. MSCs were isolated from bone marrow of patients undergoing standard orthopedic surgeries. RCC CM and the selected recombinant cytokines were used to analyze their influence on MSCs migration and microarray-targeted gene expression. The expression of genes encoding cytokines was evaluated in 100 matched-paired control-RCC tumor samples. RESULTS When compared with normal cells, CM from advanced RCC cell lines (Caki-1 and KIJ265T) were the strongest stimulators of MSCs migration. Targeted analysis of 274 cytokines and global proteomics of RCC CM revealed decreased DPP4 and EGF, as well as increased AREG, FN1 and MMP1, with consistently altered gene expression in RCC cell lines and tumors. AREG and FN1 stimulated, while DPP4 attenuated MSCs migration. RCC CM induced MSCs' transcriptional reprogramming, stimulating the expression of CD44, PTX3 and RAB27B. RCC cells secreted hyaluronic acid (HA), a CD44 ligand mediating MSCs' homing to the kidney. AREG emerged as an upregulator of MSCs' transcription. CONCLUSIONS Advanced RCC cells secrete AREG, FN1 and HA to induce MSCs migration, while DPP4 loss prevents its inhibitory effect on MSCs homing. RCC secretome induces MSCs' transcriptional reprograming to facilitate their migration. The identified components of RCC secretome represent potential therapeutic targets.
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Affiliation(s)
- Piotr Popławski
- Department of Biochemistry and Molecular Biology, Centre of Postgraduate Medical Education, Warsaw, Poland
| | | | - Anna Burdzińska
- Department of Immunology, Transplantology and Internal Diseases, Medical University of Warsaw, Warsaw, Poland
- Department of Physiological Sciences, Institute of Veterinary Medicine, Warsaw University of Life Sciences, Warsaw, Poland
| | - Joanna Bogusławska
- Department of Biochemistry and Molecular Biology, Centre of Postgraduate Medical Education, Warsaw, Poland
| | - Anna Adamiok-Ostrowska
- Department of Biochemistry and Molecular Biology, Centre of Postgraduate Medical Education, Warsaw, Poland
| | - Karolina Hanusek
- Department of Biochemistry and Molecular Biology, Centre of Postgraduate Medical Education, Warsaw, Poland
| | - Beata Rybicka
- Department of Biochemistry and Molecular Biology, Centre of Postgraduate Medical Education, Warsaw, Poland
| | - Alex Białas
- Department of Biochemistry and Molecular Biology, Centre of Postgraduate Medical Education, Warsaw, Poland
| | - Helena Kossowska
- Laboratory of Systems Biology, Faculty of Biology, University of Warsaw, 02-106, Warsaw, Poland
| | - Roksana Iwanicka-Nowicka
- Laboratory of Systems Biology, Faculty of Biology, University of Warsaw, 02-106, Warsaw, Poland
- Laboratory of Microarray Analysis, Institute of Biochemistry and Biophysics, Polish Academy of Sciences, Warsaw, Poland
| | - Marta Koblowska
- Laboratory of Systems Biology, Faculty of Biology, University of Warsaw, 02-106, Warsaw, Poland
- Laboratory of Microarray Analysis, Institute of Biochemistry and Biophysics, Polish Academy of Sciences, Warsaw, Poland
| | - Leszek Pączek
- Department of Immunology, Transplantology and Internal Diseases, Medical University of Warsaw, Warsaw, Poland
- Institute of Biochemistry and Biophysics, Polish Academy of Sciences, Warsaw, Poland
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11
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Zhou J, Xiong S, Liu M, Yang H, Wei P, Yi F, Ouyang M, Xi H, Long Z, Liu Y, Li J, Ding L, Xiong L. Study on the influence of scaffold morphology and structure on osteogenic performance. Front Bioeng Biotechnol 2023; 11:1127162. [PMID: 37051275 PMCID: PMC10083331 DOI: 10.3389/fbioe.2023.1127162] [Citation(s) in RCA: 29] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Accepted: 03/17/2023] [Indexed: 03/28/2023] Open
Abstract
The number of patients with bone defects caused by various bone diseases is increasing yearly in the aging population, and people are paying increasing attention to bone tissue engineering research. Currently, the application of bone tissue engineering mainly focuses on promoting fracture healing by carrying cytokines. However, cytokines implanted into the body easily cause an immune response, and the cost is high; therefore, the clinical treatment effect is not outstanding. In recent years, some scholars have proposed the concept of tissue-induced biomaterials that can induce bone regeneration through a scaffold structure without adding cytokines. By optimizing the scaffold structure, the performance of tissue-engineered bone scaffolds is improved and the osteogenesis effect is promoted, which provides ideas for the design and improvement of tissue-engineered bones in the future. In this study, the current understanding of the bone tissue structure is summarized through the discussion of current bone tissue engineering, and the current research on micro-nano bionic structure scaffolds and their osteogenesis mechanism is analyzed and discussed.
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Affiliation(s)
- Jingyu Zhou
- Department of Orthopedics, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
- Institute of Clinical Medicine, Jiangxi Provincial People’s Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, Jiangxi, China
- The Second Clinical Medical College of Nanchang University, Nanchang, Jiangxi, China
| | - Shilang Xiong
- Institute of Clinical Medicine, Jiangxi Provincial People’s Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, Jiangxi, China
- Department of Orthopedics, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Min Liu
- Department of Orthopedics, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
- The Second Clinical Medical College of Nanchang University, Nanchang, Jiangxi, China
| | - Hao Yang
- The Second Clinical Medical College of Nanchang University, Nanchang, Jiangxi, China
| | - Peng Wei
- Department of Orthopedics, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
- Institute of Clinical Medicine, Jiangxi Provincial People’s Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, Jiangxi, China
- The Second Clinical Medical College of Nanchang University, Nanchang, Jiangxi, China
| | - Feng Yi
- Department of Orthopedics, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
- The Second Clinical Medical College of Nanchang University, Nanchang, Jiangxi, China
| | - Min Ouyang
- Department of Orthopedics, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
- The Second Clinical Medical College of Nanchang University, Nanchang, Jiangxi, China
| | - Hanrui Xi
- Department of Orthopedics, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
- The Second Clinical Medical College of Nanchang University, Nanchang, Jiangxi, China
| | - Zhisheng Long
- Department of Orthopedics, Jiangxi Provincial People’s Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, Jiangxi, China
| | - Yayun Liu
- Department of Traumatology, Jiangxi Provincial People’s Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, Jiangxi, China
| | - Jingtang Li
- Department of Traumatology, Jiangxi Provincial People’s Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, Jiangxi, China
| | - Linghua Ding
- Department of Orthopedics, Jinhua People’s Hospital, Jinhua, Zhejiang, China
| | - Long Xiong
- Department of Orthopedics, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
- *Correspondence: Long Xiong,
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12
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Poplawski P, Alseekh S, Jankowska U, Skupien-Rabian B, Iwanicka-Nowicka R, Kossowska H, Fogtman A, Rybicka B, Bogusławska J, Adamiok-Ostrowska A, Hanusek K, Hanusek J, Koblowska M, Fernie AR, Piekiełko-Witkowska A. Coordinated reprogramming of renal cancer transcriptome, metabolome and secretome associates with immune tumor infiltration. Cancer Cell Int 2023; 23:2. [PMID: 36604669 PMCID: PMC9814214 DOI: 10.1186/s12935-022-02845-y] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 12/30/2022] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND Clear cell renal cell carcinoma (ccRCC) is the most common subtype of renal cancer. The molecules (proteins, metabolites) secreted by tumors affect their extracellular milieu to support cancer progression. If secreted in amounts detectable in plasma, these molecules can also serve as useful, minimal invasive biomarkers. The knowledge of ccRCC tumor microenvironment is fragmentary. In particular, the links between ccRCC transcriptome and the composition of extracellular milieu are weakly understood. In this study, we hypothesized that ccRCC transcriptome is reprogrammed to support alterations in tumor microenvironment. Therefore, we comprehensively analyzed ccRCC extracellular proteomes and metabolomes as well as transcriptomes of ccRCC cells to find molecules contributing to renal tumor microenvironment. METHODS Proteomic and metabolomics analysis of conditioned media isolated from normal kidney cells as well as five ccRCC cell lines was performed using mass spectrometry, with the following ELISA validation. Transcriptomic analysis was done using microarray analysis and validated using real-time PCR. Independent transcriptomic and proteomic datasets of ccRCC tumors were used for the analysis of gene and protein expression as well as the level of the immune infiltration. RESULTS Renal cancer secretome contained 85 proteins detectable in human plasma, consistently altered in all five tested ccRCC cell lines. The top upregulated extracellular proteins included SPARC, STC2, SERPINE1, TGFBI, while downregulated included transferrin and DPP7. The most affected extracellular metabolites were increased 4-hydroxy-proline, succinic acid, cysteine, lactic acid and downregulated glutamine. These changes were associated with altered expression of genes encoding the secreted proteins (SPARC, SERPINE1, STC2, DPP7), membrane transporters (SLC16A4, SLC6A20, ABCA12), and genes involved in protein trafficking and secretion (KIF20A, ANXA3, MIA2, PCSK5, SLC9A3R1, SYTL3, and WNTA7). Analogous expression changes were found in ccRCC tumors. The expression of SPARC predicted the infiltration of ccRCC tumors with endothelial cells. Analysis of the expression of the 85 secretome genes in > 12,000 tumors revealed that SPARC is a PanCancer indicator of cancer-associated fibroblasts' infiltration. CONCLUSIONS Transcriptomic reprogramming of ccRCC supports the changes in an extracellular milieu which are associated with immune infiltration. The proteins identified in our study represent valuable cancer biomarkers detectable in plasma.
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Affiliation(s)
- Piotr Poplawski
- grid.414852.e0000 0001 2205 7719Department of Biochemistry and Molecular Biology, Centre of Postgraduate Medical Education, ul. Marymoncka 99/103, 01-813 Warsaw, Poland
| | - Saleh Alseekh
- grid.418390.70000 0004 0491 976XMax-Planck Institute of Molecular Plant Physiology, Golm, 14476 Potsdam, Germany ,grid.510916.a0000 0004 9334 5103Center for Plant Systems Biology and Biotechnology, 4000 Plovdiv, Bulgaria
| | - Urszula Jankowska
- grid.5522.00000 0001 2162 9631Proteomics and Mass Spectrometry Core Facility, Malopolska Centre of Biotechnology, Jagiellonian University, Kraków, Poland
| | - Bozena Skupien-Rabian
- grid.5522.00000 0001 2162 9631Proteomics and Mass Spectrometry Core Facility, Malopolska Centre of Biotechnology, Jagiellonian University, Kraków, Poland
| | - Roksana Iwanicka-Nowicka
- grid.12847.380000 0004 1937 1290Laboratory of Systems Biology, Faculty of Biology, University of Warsaw, 02-106 Warsaw, Poland ,grid.413454.30000 0001 1958 0162Laboratory for Microarray Analysis, Institute of Biochemistry and Biophysics, Polish Academy of Sciences, 02-106 Warsaw, Poland
| | - Helena Kossowska
- grid.12847.380000 0004 1937 1290Laboratory of Systems Biology, Faculty of Biology, University of Warsaw, 02-106 Warsaw, Poland
| | - Anna Fogtman
- grid.413454.30000 0001 1958 0162Laboratory for Microarray Analysis, Institute of Biochemistry and Biophysics, Polish Academy of Sciences, 02-106 Warsaw, Poland
| | - Beata Rybicka
- grid.414852.e0000 0001 2205 7719Department of Biochemistry and Molecular Biology, Centre of Postgraduate Medical Education, ul. Marymoncka 99/103, 01-813 Warsaw, Poland
| | - Joanna Bogusławska
- grid.414852.e0000 0001 2205 7719Department of Biochemistry and Molecular Biology, Centre of Postgraduate Medical Education, ul. Marymoncka 99/103, 01-813 Warsaw, Poland
| | - Anna Adamiok-Ostrowska
- grid.414852.e0000 0001 2205 7719Department of Biochemistry and Molecular Biology, Centre of Postgraduate Medical Education, ul. Marymoncka 99/103, 01-813 Warsaw, Poland
| | - Karolina Hanusek
- grid.414852.e0000 0001 2205 7719Department of Biochemistry and Molecular Biology, Centre of Postgraduate Medical Education, ul. Marymoncka 99/103, 01-813 Warsaw, Poland
| | - Jan Hanusek
- grid.414852.e0000 0001 2205 7719Department of Biochemistry and Molecular Biology, Centre of Postgraduate Medical Education, ul. Marymoncka 99/103, 01-813 Warsaw, Poland
| | - Marta Koblowska
- grid.12847.380000 0004 1937 1290Laboratory of Systems Biology, Faculty of Biology, University of Warsaw, 02-106 Warsaw, Poland ,grid.413454.30000 0001 1958 0162Laboratory for Microarray Analysis, Institute of Biochemistry and Biophysics, Polish Academy of Sciences, 02-106 Warsaw, Poland
| | - Alisdair R. Fernie
- grid.418390.70000 0004 0491 976XMax-Planck Institute of Molecular Plant Physiology, Golm, 14476 Potsdam, Germany ,grid.510916.a0000 0004 9334 5103Center for Plant Systems Biology and Biotechnology, 4000 Plovdiv, Bulgaria
| | - Agnieszka Piekiełko-Witkowska
- grid.414852.e0000 0001 2205 7719Department of Biochemistry and Molecular Biology, Centre of Postgraduate Medical Education, ul. Marymoncka 99/103, 01-813 Warsaw, Poland
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Xu D, Gao C, Cao Y, Xiao B. HOXC8 alleviates high glucose-triggered damage of trophoblast cells during gestational diabetes mellitus via activating TGFβ1-mediated Notch1 pathway. Hum Cell 2023; 36:195-208. [PMID: 36308681 DOI: 10.1007/s13577-022-00816-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Accepted: 10/18/2022] [Indexed: 01/07/2023]
Abstract
Gestational diabetes mellitus (GDM) is an increasingly frequent disease occurred during pregnancy. HOXC8 has been disclosed to take part in the regulation of cancers. Additionally, the HOXC8 expression was dramatically decreased in the placenta of pre-eclampsia patients, but its expression and function have not been investigated in GDM. In this work, it was demonstrated that the mRNA and protein expression of HOXC8 was lower in GDM placenta tissues and GDM cell model. In addition, HOXC8 facilitated trophoblast cell proliferation and weakened trophoblast cell mitochondrial apoptosis. HOXC8 enhanced trophoblast cell migration and angiogenesis. Moreover, HOXC8 activated the TGFβ1-mediated Notch1 signaling pathway. Results showed that the mRNA and protein expressions of TGFβ1 and Notch1 were both lower in the GDM group than that in the NP group. Besides, there were positive correlations among HOXC8, TGFβ1 and Notch1. Inhibition of TGFβ1 (SB202190 treatment) reversed the effects of HOXC8 on trophoblast cells through modulating cell proliferation, mitochondrial apoptosis, migration and angiogenesis. At last, through in vivo experiments, it was identified that HOXC8 relieved GDM symptoms in vivo. In conclusion, HOXC8 alleviated HG-stimulated damage of trophoblast cells during GDM through activating TGFβ1-mediated Notch1 pathway. This discovery may provide a novel and useful bio-target for GDM treatment.
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Affiliation(s)
- Dan Xu
- Department of Obstetrics, The Yancheng Clinical College of Xuzhou Medical University, The First people's Hospital of Yancheng, Yancheng, 224001, Jiangsu, PR China
| | - Chengzhen Gao
- Department of Obstetrics, The Yancheng Clinical College of Xuzhou Medical University, The First people's Hospital of Yancheng, Yancheng, 224001, Jiangsu, PR China
| | - Yuanyuan Cao
- Department of Obstetrics, The Yancheng Clinical College of Xuzhou Medical University, The First people's Hospital of Yancheng, Yancheng, 224001, Jiangsu, PR China
| | - Biru Xiao
- Department of Obstetrics, The First Affiliated Hospital of Wenzhou Medical University, Nanbaixiang, Ouhai District, Wenzhou, 325000, Zhejiang, PR China.
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14
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Li R, Lu C, Li X, Chen X, Huang G, Wen Z, Li H, Tao L, Hu Y, Zhao Z, Chen Z, Lai Y. A Four-MicroRNA Panel in Serum as a Potential Biomarker for Screening Renal Cell Carcinoma. Front Genet 2022; 13:897827. [PMID: 35938021 PMCID: PMC9355293 DOI: 10.3389/fgene.2022.897827] [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: 03/16/2022] [Accepted: 06/23/2022] [Indexed: 02/05/2023] Open
Abstract
Background: Renal cell carcinoma (RCC) has been a major health problem and is one of the most malignant tumors around the world. Serum microRNA (miRNA) profiles previously have been reported as non-invasive biomarkers in cancer screening. The aim of this study was to explore serum miRNAs as potential biomarkers for screening RCC. Methods: A three-phase study was conducted to explore serum miRNAs as potential biomarkers for screening RCC. In the screening phase, 12 candidate miRNAs related to RCC were selected for further study by the ENCORI database with 517 RCC patients and 71 NCs. A total of 220 participants [108 RCC patients and 112 normal controls (NCs)] were enrolled for training and validation. The dysregulated candidate miRNAs were further confirmed with 30 RCC patients and 30 NCs in the training phase and with 78 RCC patients and 82 NCs in the validation phase. Receiver operating characteristic (ROC) curves and the area under the ROC curve (AUC) were used for assessing the diagnostic value of miRNAs. Bioinformatic analysis and survival analysis were also included in our study. Results: Compared to NCs, six miRNAs (miR-18a-5p, miR-138-5p, miR-141-3p, miR-181b-5p, miR-200a-3p, and miR-363-3p) in serum were significantly dysregulated in RCC patients. A four-miRNA panel was built by combining these candidate miRNAs to improve the diagnostic value with AUC = 0.908. ABCG1 and RNASET2, considered potential target genes of the four-miRNA panel, may play a significant role in the development of RCC. Conclusion: A four-miRNA panel in serum was identified for RCC screening in our study. The four--miRNA panel has a great potential to be a non-invasive biomarker for RCC screening.
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Affiliation(s)
- Rongkang Li
- Department of Urology, Guangdong and Shenzhen Key Laboratory of Male Reproductive Medicine and Genetics, Peking University Shenzhen Hospital, Clinical College of Anhui Medical University, Shenzhen, China
- The Fifth Clinical Medical College of Anhui Medical University, Hefei, China
| | - Chong Lu
- Department of Urology, Guangdong and Shenzhen Key Laboratory of Male Reproductive Medicine and Genetics, Peking University Shenzhen Hospital, Clinical College of Anhui Medical University, Shenzhen, China
- The Fifth Clinical Medical College of Anhui Medical University, Hefei, China
| | - Xinji Li
- Department of Urology, Guangdong and Shenzhen Key Laboratory of Male Reproductive Medicine and Genetics, Peking University Shenzhen Hospital, Clinical College of Anhui Medical University, Shenzhen, China
- Shantou University Medical College, Shantou, China
| | - Xuan Chen
- Department of Urology, Guangdong and Shenzhen Key Laboratory of Male Reproductive Medicine and Genetics, Peking University Shenzhen Hospital, Clinical College of Anhui Medical University, Shenzhen, China
- Shantou University Medical College, Shantou, China
| | - Guocheng Huang
- Department of Urology, Guangdong and Shenzhen Key Laboratory of Male Reproductive Medicine and Genetics, Peking University Shenzhen Hospital, Clinical College of Anhui Medical University, Shenzhen, China
- Shantou University Medical College, Shantou, China
| | - Zhenyu Wen
- Department of Urology, Guangdong and Shenzhen Key Laboratory of Male Reproductive Medicine and Genetics, Peking University Shenzhen Hospital, Clinical College of Anhui Medical University, Shenzhen, China
- Shantou University Medical College, Shantou, China
| | - Hang Li
- Department of Urology, Guangdong and Shenzhen Key Laboratory of Male Reproductive Medicine and Genetics, Peking University Shenzhen Hospital, Clinical College of Anhui Medical University, Shenzhen, China
| | - Lingzhi Tao
- Department of Urology, Guangdong and Shenzhen Key Laboratory of Male Reproductive Medicine and Genetics, Peking University Shenzhen Hospital, Clinical College of Anhui Medical University, Shenzhen, China
| | - Yimin Hu
- Department of Urology, Guangdong and Shenzhen Key Laboratory of Male Reproductive Medicine and Genetics, Peking University Shenzhen Hospital, Clinical College of Anhui Medical University, Shenzhen, China
| | - Zhengping Zhao
- Department of Urology, Guangdong and Shenzhen Key Laboratory of Male Reproductive Medicine and Genetics, Peking University Shenzhen Hospital, Clinical College of Anhui Medical University, Shenzhen, China
| | - Zebo Chen
- Department of Urology, Guangdong and Shenzhen Key Laboratory of Male Reproductive Medicine and Genetics, Peking University Shenzhen Hospital, Clinical College of Anhui Medical University, Shenzhen, China
- *Correspondence: Zebo Chen, ; Yongqing Lai,
| | - Yongqing Lai
- Department of Urology, Guangdong and Shenzhen Key Laboratory of Male Reproductive Medicine and Genetics, Peking University Shenzhen Hospital, Clinical College of Anhui Medical University, Shenzhen, China
- The Fifth Clinical Medical College of Anhui Medical University, Hefei, China
- *Correspondence: Zebo Chen, ; Yongqing Lai,
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