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Christodoulou S, Katsaraki K, Vassiliu P, Danias N, Michalopoulos N, Tzikos G, Sideris DC, Arkadopoulos N. High Intratumoral i-tRF-Gly GCC Expression Predicts Short-Term Relapse and Poor Overall Survival of Colorectal Cancer Patients, Independent of the TNM Stage. Biomedicines 2023; 11:1945. [PMID: 37509584 PMCID: PMC10377136 DOI: 10.3390/biomedicines11071945] [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: 05/22/2023] [Revised: 06/22/2023] [Accepted: 07/07/2023] [Indexed: 07/30/2023] Open
Abstract
Colorectal cancer (CRC), one of the most prevalent types of cancer, requires the discovery of new tumor biomarkers for accurate patient prognosis. In this work, the prognostic value of the tRNA fragment i-tRF-GlyGCC in CRC was examined. Total RNA extraction from 211 CRC patient cancer tissue specimens and 83 adjacent normal tissues was conducted. Each RNA extract was subjected to in vitro polyadenylation and reverse transcription. A real-time quantitative PCR assay was used to quantify i-tRF-GlyGCC in all samples. Extensive biostatics analysis showed that i-tRF-GlyGCC levels in CRC tissues were significantly lower than in matched normal colorectal tissues. Additionally, the disease-free survival (DFS) and overall survival (OS) time intervals were considerably shorter in CRC patients with high i-tRF-GlyGCC expression. i-tRF-GlyGCC expression maintained its prognostic value independently of other established prognostic factors, as shown by the multivariate Cox regression analysis. Additionally, survival analysis after TNM stage stratification revealed that higher i-tRF-GlyGCC levels were linked to shorter DFS time intervals in patients with TNM stage II tumors, as well as an increased probability of having a worse OS for patients in TNM stage II. In conclusion, i-tRF-GlyGCC has the potential to be a useful molecular tissue biomarker in CRC, independent of other clinicopathological variables.
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Affiliation(s)
- Spyridon Christodoulou
- Fourth Department of Surgery, University General Hospital "Attikon", National and Kapodistrian University of Athens, 12462 Athens, Greece
| | - Katerina Katsaraki
- Department of Biochemistry and Molecular Biology, Faculty of Biology, National and Kapodistrian University of Athens, 15701 Athens, Greece
| | - Panteleimon Vassiliu
- Fourth Department of Surgery, University General Hospital "Attikon", National and Kapodistrian University of Athens, 12462 Athens, Greece
| | - Nikolaos Danias
- Fourth Department of Surgery, University General Hospital "Attikon", National and Kapodistrian University of Athens, 12462 Athens, Greece
| | - Nikolaos Michalopoulos
- Fourth Department of Surgery, University General Hospital "Attikon", National and Kapodistrian University of Athens, 12462 Athens, Greece
| | - Georgios Tzikos
- Propaedeutic Department of Surgery, University General Hospital "AHEPA", Aristotle University of Thessaloniki, 54636 Thessaloniki, Greece
| | - Diamantis C Sideris
- Department of Biochemistry and Molecular Biology, Faculty of Biology, National and Kapodistrian University of Athens, 15701 Athens, Greece
| | - Nikolaos Arkadopoulos
- Fourth Department of Surgery, University General Hospital "Attikon", National and Kapodistrian University of Athens, 12462 Athens, Greece
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2
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Abstract
Advanced colorectal cancer (CRC) is a significant cause of cancer mortality, with a poor prognosis. Here, we identified a novel prognostic signature for predicting survival of advanced CRC. Advanced CRC data were used (training set: n = 267 and validation set: n = 264). The survival analyses were investigated. The functional analysis of the prognostic signature was examined. In this study, our 15-gene signature was established and was an independent prognostic factor of advanced CRC. Stratification analyses also showed that this signature was still powerful for survival prediction in each stratum of age, gender, stage, and metastasis status. In mechanism, our signature involved in DNA replication, DNA damage, and cell cycle. Therefore, our findings suggested that this 15-gene signature has prognostic and predictive value in advanced CRC, which could be further used in personalized therapy for advanced CRC.
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Affiliation(s)
- Xiao Wang
- Department of Anesthesiology, Beijing Shijitan Hospital, Capital Medical University, Beijing, Haidian, China
| | - Tianzuo Li
- Department of Anesthesiology, Beijing Shijitan Hospital, Capital Medical University, Beijing, Haidian, China
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van Dam PJ, van der Stok EP, Teuwen LA, Van den Eynden GG, Illemann M, Frentzas S, Majeed AW, Eefsen RL, Coebergh van den Braak RRJ, Lazaris A, Fernandez MC, Galjart B, Laerum OD, Rayes R, Grünhagen DJ, Van de Paer M, Sucaet Y, Mudhar HS, Schvimer M, Nyström H, Kockx M, Bird NC, Vidal-Vanaclocha F, Metrakos P, Simoneau E, Verhoef C, Dirix LY, Van Laere S, Gao ZH, Brodt P, Reynolds AR, Vermeulen PB. International consensus guidelines for scoring the histopathological growth patterns of liver metastasis. Br J Cancer 2017; 117:1427-1441. [PMID: 28982110 PMCID: PMC5680474 DOI: 10.1038/bjc.2017.334] [Citation(s) in RCA: 158] [Impact Index Per Article: 22.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2017] [Revised: 06/12/2017] [Accepted: 08/30/2017] [Indexed: 02/07/2023] Open
Abstract
Background: Liver metastases present with distinct histopathological growth patterns (HGPs), including the desmoplastic, pushing and replacement HGPs and two rarer HGPs. The HGPs are defined owing to the distinct interface between the cancer cells and the adjacent normal liver parenchyma that is present in each pattern and can be scored from standard haematoxylin-and-eosin-stained (H&E) tissue sections. The current study provides consensus guidelines for scoring these HGPs. Methods: Guidelines for defining the HGPs were established by a large international team. To assess the validity of these guidelines, 12 independent observers scored a set of 159 liver metastases and interobserver variability was measured. In an independent cohort of 374 patients with colorectal liver metastases (CRCLM), the impact of HGPs on overall survival after hepatectomy was determined. Results: Good-to-excellent correlations (intraclass correlation coefficient >0.5) with the gold standard were obtained for the assessment of the replacement HGP and desmoplastic HGP. Overall survival was significantly superior in the desmoplastic HGP subgroup compared with the replacement or pushing HGP subgroup (P=0.006). Conclusions: The current guidelines allow for reproducible determination of liver metastasis HGPs. As HGPs impact overall survival after surgery for CRCLM, they may serve as a novel biomarker for individualised therapies.
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Affiliation(s)
- Pieter-Jan van Dam
- Translational Cancer Research Unit, GZA Hospitals (St Augustinus), Wilrijk-Antwerp, Belgium
| | - Eric P van der Stok
- Department of Surgical Oncology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Laure-Anne Teuwen
- Translational Cancer Research Unit, GZA Hospitals (St Augustinus), Wilrijk-Antwerp, Belgium
| | - Gert G Van den Eynden
- Translational Cancer Research Unit, GZA Hospitals (St Augustinus), Wilrijk-Antwerp, Belgium
| | - Martin Illemann
- The Finsen Laboratory, Rigshospitalet/BRIC, Faculty of Health Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Sophia Frentzas
- Tumour Biology Team, Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK
| | - Ali W Majeed
- Hepatobiliary Surgery, Sheffield Teaching Hospitals, Sheffield, UK
| | - Rikke L Eefsen
- Department of Oncology, Naestved Hospital, Naestved, Denmark
| | | | - Anthoula Lazaris
- Department of Surgery, Cancer Research Program, McGill University Health Centre Research Institute, Montreal, QC, Canada
| | - Maria Celia Fernandez
- Departments of Surgery, Oncology and Medicine, McGill University and the McGill University Health Center Research Institute, Cancer Research Program, Montreal, QC, Canada
| | - Boris Galjart
- Department of Surgical Oncology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Ole Didrik Laerum
- The Finsen Laboratory and Department of Radiation Biology, Copenhagen University Hospital, University of Copenhagen, Denmark
| | - Roni Rayes
- Departments of Surgery, Oncology and Medicine, McGill University and the McGill University Health Center Research Institute, Cancer Research Program, Montreal, QC, Canada
| | - Dirk J Grünhagen
- Department of Surgical Oncology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Michelle Van de Paer
- Translational Cancer Research Unit, GZA Hospitals (St Augustinus), Wilrijk-Antwerp, Belgium.,HistoGeneX, Sint-Bavostraat 78-80, Antwerp 2610, Belgium
| | - Yves Sucaet
- Department of Pathology, Faculty of Medicine, Vrije Universiteit Brussel, Brussels, Belgium.,Pathomation, Berchem, Belgium
| | | | - Michael Schvimer
- Institute of Pathology, Sheba Medical Center, Tel Hashomer, Israel
| | - Hanna Nyström
- Department of Surgery, Department of Surgical and Perioperative Sciences, Umeå University, Umeå, Sweden
| | - Mark Kockx
- HistoGeneX, Sint-Bavostraat 78-80, Antwerp 2610, Belgium
| | - Nigel C Bird
- Department of Oncology & Metabolism, University of Sheffield, Sheffield, UK
| | | | - Peter Metrakos
- Department of Surgery, Cancer Research Program, McGill University Health Centre Research Institute, Montreal, QC, Canada
| | - Eve Simoneau
- Department of Surgery, Cancer Research Program, McGill University Health Centre Research Institute, Montreal, QC, Canada
| | - Cornelis Verhoef
- Department of Surgical Oncology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Luc Y Dirix
- Translational Cancer Research Unit, GZA Hospitals (St Augustinus), Wilrijk-Antwerp, Belgium
| | - Steven Van Laere
- Translational Cancer Research Unit, GZA Hospitals (St Augustinus), Wilrijk-Antwerp, Belgium
| | - Zu-Hua Gao
- Department of Pathology and Oncology, McGill University, Montreal, QC, Canada
| | - Pnina Brodt
- Departments of Surgery, Oncology and Medicine, McGill University and the McGill University Health Center Research Institute, Cancer Research Program, Montreal, QC, Canada
| | - Andrew R Reynolds
- Tumour Biology Team, Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK.,Early Clinical Development, Innovative Medicines and Early Development, AstraZeneca, Cambridge, UK
| | - Peter B Vermeulen
- Translational Cancer Research Unit, GZA Hospitals (St Augustinus), Wilrijk-Antwerp, Belgium.,Tumour Biology Team, Breast Cancer Now Toby Robins Research Centre, The Institute of Cancer Research, London, UK.,HistoGeneX, Sint-Bavostraat 78-80, Antwerp 2610, Belgium
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van der Stok EP, Smid M, Sieuwerts AM, Vermeulen PB, Sleijfer S, Ayez N, Grünhagen DJ, Martens JWM, Verhoef C. mRNA expression profiles of colorectal liver metastases as a novel biomarker for early recurrence after partial hepatectomy. Mol Oncol 2016; 10:1542-1550. [PMID: 27692894 DOI: 10.1016/j.molonc.2016.09.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2016] [Revised: 08/31/2016] [Accepted: 09/12/2016] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Identification of specific risk groups for recurrence after surgery for isolated colorectal liver metastases (CRLM) remains challenging due to the heterogeneity of the disease. Classical clinicopathologic parameters have limited prognostic value. The aim of this study was to identify a gene expression signature measured in CRLM discriminating early from late recurrence after partial hepatectomy. METHODS CRLM from two patient groups were collected: I) with recurrent disease ≤12 months after surgery (N = 33), and II) without recurrences and disease free for ≥36 months (N = 30). The patients were clinically homogeneous; all had a low clinical risk score (0-2) and did not receive (neo-) adjuvant chemotherapy. Total RNA was hybridised to Illumina arrays, and processed for analysis. A leave-one-out cross validation (LOOCV) analysis was performed to identify a prognostic gene expression signature. RESULTS LOOCV yielded an 11-gene profile with prognostic value in relation to recurrent disease ≤12 months after partial hepatectomy. This signature had a sensitivity of 81.8%, with a specificity of 66.7% for predicting recurrences (≤12 months) versus no recurrences for at least 36 months after surgery (X2 P < 0.0001). CONCLUSION The current study yielded an 11-gene signature at mRNA level in CRLM discriminating early from late or no relapse after partial hepatectomy.
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Affiliation(s)
- E P van der Stok
- Department of Surgical Oncology, Erasmus MC Cancer Institute, Groene Hilledijk 301, 3075 EA Rotterdam, The Netherlands.
| | - M Smid
- Department of Medical Oncology and Cancer Genomics Netherlands, Erasmus MC Cancer Institute, 's-Gravendijkwal 230, 3015 CE Rotterdam, The Netherlands
| | - A M Sieuwerts
- Department of Medical Oncology and Cancer Genomics Netherlands, Erasmus MC Cancer Institute, 's-Gravendijkwal 230, 3015 CE Rotterdam, The Netherlands
| | - P B Vermeulen
- Translational Cancer Research Group, Sint-Augustinus (GZA Hospitals) & CORE (Antwerp University), Oosterveldlaan 24, 2610 Wilrijk-Antwerp, Belgium
| | - S Sleijfer
- Department of Medical Oncology and Cancer Genomics Netherlands, Erasmus MC Cancer Institute, 's-Gravendijkwal 230, 3015 CE Rotterdam, The Netherlands
| | - N Ayez
- Department of Surgical Oncology, Erasmus MC Cancer Institute, Groene Hilledijk 301, 3075 EA Rotterdam, The Netherlands
| | - D J Grünhagen
- Department of Surgical Oncology, Erasmus MC Cancer Institute, Groene Hilledijk 301, 3075 EA Rotterdam, The Netherlands
| | - J W M Martens
- Department of Medical Oncology and Cancer Genomics Netherlands, Erasmus MC Cancer Institute, 's-Gravendijkwal 230, 3015 CE Rotterdam, The Netherlands
| | - C Verhoef
- Department of Surgical Oncology, Erasmus MC Cancer Institute, Groene Hilledijk 301, 3075 EA Rotterdam, The Netherlands
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Sunderland GJ, Dunne DFJ, Jones RP, Malik HZ, Poston GJ, Fenwick SW. Current management of colorectal liver metastases. COLORECTAL CANCER 2014. [DOI: 10.2217/crc.13.86] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
SUMMARY Colorectal cancer is common worldwide and is predicted to become more so in the coming years. The liver is the most common site of metastasis and management is increasingly complex. A multidisciplinary team approach to management is essential, and is associated with better outcomes. Patients with irresectable liver metastases can still benefit from the involvement of a liver specialist, as high secondary resection rates can be achieved with combination chemotherapy, incorporating novel biological therapies and liver-directed local and locoregional treatments. The application of an enhanced recovery model to perioperative care, alongside improvements in the assessment of patient fitness for surgery, should help to mitigate the challenges presented by an older population with increased comorbidity undergoing increasingly complex treatment.
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Affiliation(s)
| | - Declan FJ Dunne
- Liverpool Hepatobiliary Centre, Aintree University Hospitals NHS Foundation Trust, Lower Lane, Liverpool, L9 7AL, UK
| | - Robert P Jones
- Liverpool Hepatobiliary Centre, Aintree University Hospitals NHS Foundation Trust, Lower Lane, Liverpool, L9 7AL, UK
| | - Hassan Z Malik
- Liverpool Hepatobiliary Centre, Aintree University Hospitals NHS Foundation Trust, Lower Lane, Liverpool, L9 7AL, UK
| | - Graeme J Poston
- Liverpool Hepatobiliary Centre, Aintree University Hospitals NHS Foundation Trust, Lower Lane, Liverpool, L9 7AL, UK
| | - Stephen W Fenwick
- Liverpool Hepatobiliary Centre, Aintree University Hospitals NHS Foundation Trust, Lower Lane, Liverpool, L9 7AL, UK
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Majeed AW, Shorthouse AJ, Blakeborough A, Bird NC. A proposal for the annotation of recurrent colorectal cancer: the 'Sheffield classification'. Colorectal Dis 2011; 13:1273-9. [PMID: 20883522 DOI: 10.1111/j.1463-1318.2010.02437.x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
AIM Current classification systems of large bowel cancer only refer to metastatic disease as M0, M1 or Mx. Recurrent colorectal cancer primarily occurs in the liver, lungs, nodes or peritoneum. The management of each of these sites of recurrence has made significant advances and each is a subspecialty in its own right. The aim of this paper was to devise a classification system which accurately describes the site and extent of metastatic spread. METHOD An amendment of the current system is proposed in which liver, lung and peritoneal metastases are annotated by 'Liv 0,1', 'Pul 0,1' and 'Per 0,1' in describing the primary presentation. These are then subclassified, taking into account the chronology, size, number and geographical distribution of metastatic disease or logoregional recurrence and its K-Ras status. CONCLUSION This discussion document proposes a classification system which is logical and simple to use. We plan to validate it prospectively.
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Affiliation(s)
- A W Majeed
- Liver Research Group, University of Sheffield, Sheffield, UK.
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