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Praus F, Künstner A, Sauer T, Kohl M, Kern K, Deichmann S, Végvári Á, Keck T, Busch H, Habermann JK, Gemoll T. Panomics reveals patient individuality as the major driver of colorectal cancer progression. J Transl Med 2023; 21:41. [PMID: 36691026 PMCID: PMC9869555 DOI: 10.1186/s12967-022-03855-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2022] [Accepted: 12/26/2022] [Indexed: 01/24/2023] Open
Abstract
BACKGROUND Colorectal cancer (CRC) is one of the most prevalent cancers, with over one million new cases per year. Overall, prognosis of CRC largely depends on the disease stage and metastatic status. As precision oncology for patients with CRC continues to improve, this study aimed to integrate genomic, transcriptomic, and proteomic analyses to identify significant differences in expression during CRC progression using a unique set of paired patient samples while considering tumour heterogeneity. METHODS We analysed fresh-frozen tissue samples prepared under strict cryogenic conditions of matched healthy colon mucosa, colorectal carcinoma, and liver metastasis from the same patients. Somatic mutations of known cancer-related genes were analysed using Illumina's TruSeq Amplicon Cancer Panel; the transcriptome was assessed comprehensively using Clariom D microarrays. The global proteome was evaluated by liquid chromatography-coupled mass spectrometry (LC‒MS/MS) and validated by two-dimensional difference in-gel electrophoresis. Subsequent unsupervised principal component clustering, statistical comparisons, and gene set enrichment analyses were calculated based on differential expression results. RESULTS Although panomics revealed low RNA and protein expression of CA1, CLCA1, MATN2, AHCYL2, and FCGBP in malignant tissues compared to healthy colon mucosa, no differentially expressed RNA or protein targets were detected between tumour and metastatic tissues. Subsequent intra-patient comparisons revealed highly specific expression differences (e.g., SRSF3, OLFM4, and CEACAM5) associated with patient-specific transcriptomes and proteomes. CONCLUSION Our research results highlight the importance of inter- and intra-tumour heterogeneity as well as individual, patient-paired evaluations for clinical studies. In addition to changes among groups reflecting CRC progression, we identified significant expression differences between normal colon mucosa, primary tumour, and liver metastasis samples from individuals, which might accelerate implementation of precision oncology in the future.
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Affiliation(s)
- Friederike Praus
- Section for Translational Surgical Oncology and Biobanking, Department of Surgery, University of Lübeck and University Hospital Schleswig-Holstein, Campus Lübeck, Ratzeburger Allee 160, 23538, Lübeck, Germany
| | - Axel Künstner
- Medical Systems Biology Group, Lübeck Institute Für Experimental Dermatology, University of Lübeck, Campus Lübeck, 23538, Lübeck, Germany
| | - Thorben Sauer
- Section for Translational Surgical Oncology and Biobanking, Department of Surgery, University of Lübeck and University Hospital Schleswig-Holstein, Campus Lübeck, Ratzeburger Allee 160, 23538, Lübeck, Germany
| | - Michael Kohl
- Section for Translational Surgical Oncology and Biobanking, Department of Surgery, University of Lübeck and University Hospital Schleswig-Holstein, Campus Lübeck, Ratzeburger Allee 160, 23538, Lübeck, Germany
- Medical Systems Biology Group, Lübeck Institute Für Experimental Dermatology, University of Lübeck, Campus Lübeck, 23538, Lübeck, Germany
| | - Katharina Kern
- Section for Translational Surgical Oncology and Biobanking, Department of Surgery, University of Lübeck and University Hospital Schleswig-Holstein, Campus Lübeck, Ratzeburger Allee 160, 23538, Lübeck, Germany
| | - Steffen Deichmann
- Department of Surgery, University Hospital Schleswig-Holstein, Campus Lübeck, 23538, Lübeck, Germany
| | - Ákos Végvári
- Division of Physiological Chemistry I, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, 171 77, Stockholm, Sweden
- Proteomics Biomedicum, Division of Physiological Chemistry I, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, 171 77, Stockholm, Sweden
| | - Tobias Keck
- Department of Surgery, University Hospital Schleswig-Holstein, Campus Lübeck, 23538, Lübeck, Germany
| | - Hauke Busch
- Medical Systems Biology Group, Lübeck Institute Für Experimental Dermatology, University of Lübeck, Campus Lübeck, 23538, Lübeck, Germany
| | - Jens K Habermann
- Section for Translational Surgical Oncology and Biobanking, Department of Surgery, University of Lübeck and University Hospital Schleswig-Holstein, Campus Lübeck, Ratzeburger Allee 160, 23538, Lübeck, Germany
- Department of Oncology Pathology, Karolinska Institutet, 171 64, Solna, Sweden
| | - Timo Gemoll
- Section for Translational Surgical Oncology and Biobanking, Department of Surgery, University of Lübeck and University Hospital Schleswig-Holstein, Campus Lübeck, Ratzeburger Allee 160, 23538, Lübeck, Germany.
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Luo Q, Zeng L, Tang C, Zhang Z, Chen Y, Zeng C. TLR9 induces colitis-associated colorectal carcinogenesis by regulating NF-κB expression levels. Oncol Lett 2020; 20:110. [PMID: 32863923 PMCID: PMC7448563 DOI: 10.3892/ol.2020.11971] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Accepted: 07/08/2020] [Indexed: 12/19/2022] Open
Abstract
Chronic colorectal inflammation has been associated with colorectal cancer (CRC); however, its exact molecular mechanisms remain unclear. The present study aimed to investigate the effect of Toll-like receptor 9 (TLR9) on the development of colitis-associated CRC (CAC) through its regulation of the NF-κB signaling pathway. By using a CAC mouse model and immunohistochemistry, the present study discovered that the protein expression levels of TLR9 were gradually upregulated during the development of CRC. In addition, the expression levels of TLR9 were revealed to be positively correlated with NF-κB and Ki67 expression levels. In vitro, inhibiting TLR9 expression levels using chloroquine decreased the cell viability, proliferation and migration of the CRC cell line HT29, and further experiments indicated that this may occur through downregulating the expression levels of NF-κB, proliferating cell nuclear antigen and Bcl-xl. In conclusion, the findings of the present study suggested that TLR9 may serve an important role in the development of CAC by regulating NF-κB signaling.
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Affiliation(s)
- Qingtian Luo
- Department of Gastroenterology, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi 330006, P.R. China.,Department of Gastroenterology, The Affiliated Ganzhou Hospital of Nanchang University, Ganzhou, Jiangxi 341000, P.R. China
| | - Ling Zeng
- Department of Gastroenterology, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi 330006, P.R. China
| | - Chaotao Tang
- Department of Gastroenterology, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi 330006, P.R. China
| | - Zhendong Zhang
- Department of Pathology, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi 330006, P.R. China
| | - Youxiang Chen
- Department of Gastroenterology, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi 330006, P.R. China
| | - Chunyan Zeng
- Department of Gastroenterology, The First Affiliated Hospital of Nanchang University, Nanchang, Jiangxi 330006, P.R. China
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Gemoll T, Rozanova S, Röder C, Hartwig S, Kalthoff H, Lehr S, ElSharawy A, Habermann J. Protein Profiling of Serum Extracellular Vesicles Reveals Qualitative and Quantitative Differences After Differential Ultracentrifugation and ExoQuick TM Isolation. J Clin Med 2020; 9:jcm9051429. [PMID: 32408476 PMCID: PMC7290673 DOI: 10.3390/jcm9051429] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Revised: 05/04/2020] [Accepted: 05/07/2020] [Indexed: 12/11/2022] Open
Abstract
Solid tumor biopsies are the current standard for precision medicine. However, the procedure is invasive and not always feasible. In contrast, liquid biopsies, such as serum enriched for extracellular vesicles (EVs) represent a non-invasive source of cancer biomarkers. In this study, we compared two EV isolation methods in the context of the protein biomarker detection in inflammatory bowel disease (IBD) and colorectal cancer (CRC). Using serum samples of a healthy cohort as well as CRC and IBD patients, EVs were isolated by ultracentrifugation and ExoQuick™ in parallel. EV associated protein profiles were compared by multiplex-fluorescence two-dimensional difference gel electrophoresis (2D-DIGE) and subsequent identification by mass spectrometry. Validation of gelsolin (GSN) was performed using fluorescence-quantitative western blot. 2D-DIGE resolved 936 protein spots in all serum-enriched EVs isolated by ultracentrifugation or ExoQuick™. Hereof, 93 spots were differently expressed between isolation approaches. Higher levels of GSN in EVs obtained with ExoQuick™ compared to ultracentrifugation were confirmed by western blot (p = 0.0006). Although patient groups were distinguishable after both EV isolation approaches, sample preparation strongly influences EVs’ protein profile and thus impacts on inter-study reproducibility, biomarker identification and validation. The results stress the need for strict SOPs in EV research before clinical implementation can be reached.
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Affiliation(s)
- Timo Gemoll
- Section for Translational Surgical Oncology & Biobanking, Department of Surgery, University of Lübeck and University Hospital Schleswig-Holstein, 23562 Lübeck, Germany; (S.R.); (J.H.)
- Correspondence: ; Tel.: +49-0451-500-40431
| | - Svitlana Rozanova
- Section for Translational Surgical Oncology & Biobanking, Department of Surgery, University of Lübeck and University Hospital Schleswig-Holstein, 23562 Lübeck, Germany; (S.R.); (J.H.)
| | - Christian Röder
- Institute for Experimental Cancer Research, University of Kiel, 24105 Kiel, Germany; (C.R.); (H.K.)
| | - Sonja Hartwig
- Institute for Clinical Biochemistry and Pathobiochemistry, German Diabetes Center at the Heinrich-Heine-University Düsseldorf, Leibniz Center for Diabetes Research, 40225 Düsseldorf, Germany; (S.H.); (S.L.)
- German Center for Diabetes Research (DZD), 85764 München-Neuherberg, Germany
| | - Holger Kalthoff
- Institute for Experimental Cancer Research, University of Kiel, 24105 Kiel, Germany; (C.R.); (H.K.)
| | - Stefan Lehr
- Institute for Clinical Biochemistry and Pathobiochemistry, German Diabetes Center at the Heinrich-Heine-University Düsseldorf, Leibniz Center for Diabetes Research, 40225 Düsseldorf, Germany; (S.H.); (S.L.)
- German Center for Diabetes Research (DZD), 85764 München-Neuherberg, Germany
| | - Abdou ElSharawy
- Institute of Clinical Molecular Biology, Center of Molecular Sciences, University of Kiel, 24118 Kiel, Germany;
- Division of Biochemistry, Chemistry Department, Faculty of Sciences, Damietta University, New Damietta City 34511, Egypt
| | - Jens Habermann
- Section for Translational Surgical Oncology & Biobanking, Department of Surgery, University of Lübeck and University Hospital Schleswig-Holstein, 23562 Lübeck, Germany; (S.R.); (J.H.)
- Interdisciplinary Center for Biobanking-Lübeck (ICB-L), University of Lübeck, 23562 Lübeck, Germany
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Tumor Necrosis Factor Ligand-Related Molecule 1A Regulates the Occurrence of Colitis-Associated Colorectal Cancer. Dig Dis Sci 2018; 63:2341-2350. [PMID: 29796912 DOI: 10.1007/s10620-018-5126-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Accepted: 05/16/2018] [Indexed: 01/08/2023]
Abstract
BACKGROUND Tumor necrosis factor ligand-related molecule 1 A (TLlA) is closely related to the occurrence and development of inflammatory bowel disease. AIMS We aimed to explore whether TLlA was involved in the occurrence of colitis-associated colorectal cancer (CAC). METHODS Firstly, azoxymethane (AOM) and dextran sulfate sodium (DSS) were used to construct the CAC mice model in wild-type (WT) and TL1A transgenic (Tg) mice with TL1A high expression. The histopathological analysis was used for the evaluation of inflammation level, and the immunohistochemistry staining analysis was used to test the expression and location of proliferating cell nuclear antigen (PCNA) and β-catenin. Secondly, the HCT116 and HT29 cell lines were used for knockdown of TL1A gene for further assay including cell viability, cell clone, cell apoptosis and matrigel invasion. Western blot were used for quantitative protein expression of β-catenin and downstream oncogenes including c-myc and Cyclin D1 after knockdown of TL1A gene. RESULTS The evaluation of inflammation level showed that the disease activity index score and tumor formation rate were significantly higher in AOM + DSS/Tg group than that in AOM + DSS/WT group. The expression of PCNA, β-catenin, c-myc, and Cyclin D1 in AOM + DSS/Tg group was significantly higher than that in AOM + DSS/WT group. The cell experiment showed that TL1A knockdown inhibited the cell proliferation, invasion, and migration. Moreover, the expression of c-myc and Cyclin D1 was significantly decreased after TL1A knockdown. CONCLUSIONS TL1A can induce tumor cell proliferation and promote the occurrence of CAC by activating Wnt/β-catenin pathway.
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Islam F, Chaousis S, Wahab R, Gopalan V, Lam AK. Protein interactions of FAM134B with EB1 and APC/beta‐catenin in vitro in colon carcinoma. Mol Carcinog 2018; 57:1480-1491. [DOI: 10.1002/mc.22871] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2018] [Revised: 06/25/2018] [Accepted: 06/28/2018] [Indexed: 12/13/2022]
Affiliation(s)
- Farhadul Islam
- Cancer Molecular PathologySchool of Medicine Menzies Health Institute QueenslandGriffith UniversityGold CoastQueenslandAustralia
- Department of Biochemistry and Molecular BiologyUniversity of RajshahiRajshahiBangladesh
| | - Stephanie Chaousis
- Australian Rivers Institute and School of EnvironmentGriffith UniversityGold CoastQueenslandAustralia
| | - Riajul Wahab
- Cancer Molecular PathologySchool of Medicine Menzies Health Institute QueenslandGriffith UniversityGold CoastQueenslandAustralia
| | - Vinod Gopalan
- Cancer Molecular PathologySchool of Medicine Menzies Health Institute QueenslandGriffith UniversityGold CoastQueenslandAustralia
- School of Medical ScienceMenzies Health Institute QueenslandGriffith UniversityGold CoastQueenslandAustralia
| | - Alfred K.‐Y. Lam
- Cancer Molecular PathologySchool of Medicine Menzies Health Institute QueenslandGriffith UniversityGold CoastQueenslandAustralia
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