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Sutherland RL, O’Sullivan DE, Ruan Y, Chow K, Mah B, Kim D, Basmadjian RB, Forbes N, Cheung WY, Hilsden RJ, Brenner DR. The Use of Blood-Based Biomarkers in the Prediction of Colorectal Neoplasia at the Time of Primary Screening Colonoscopy Among Average-Risk Patients: A Systematic Literature Review. Cancers (Basel) 2024; 16:3824. [PMID: 39594779 PMCID: PMC11593258 DOI: 10.3390/cancers16223824] [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: 09/12/2024] [Revised: 11/01/2024] [Accepted: 11/09/2024] [Indexed: 11/28/2024] Open
Abstract
BACKGROUND/OBJECTIVES Risk prediction models (RPMs) for colorectal cancer (CRC) could facilitate risk-based screening. Models incorporating biomarkers may improve the utility of current RPMs. We performed a systematic review of studies reporting RPMs for CRC that evaluated the impact of blood-based biomarkers on clinical outcome prediction at the time of screening colonoscopy in average-risk populations. METHODS We conducted a search of MEDLINE, Web of Science, and PubMed databases from inception through April 2024. Studies that developed or validated a model to predict risk of CRC or its precursors were included. Studies were limited to those including patients undergoing average-risk CRC screening. RESULTS Sixteen studies published between 2015 and 2024 were included. Outcomes included CRC (16 studies) and high-risk adenomas (1 study). Using a complete blood count was the most common biomarker and was able to achieve an AUC of 0.82 and a specificity of 0.88. Other blood-based biomarkers included were various serum proteins/metabolites/enzymes, plasma metabolites, insulin-related factors, and anemia markers. The highest-performing model, with an AUC of 0.99, involved the use of a plasma metabolite panel. CONCLUSIONS The evidence base of RPMs for CRC screening is expanding and incorporating biomarkers, which remain a prominent aspect of model discovery. Most RPMs included a lack of internal/external validation or discussion as to how the model could be implemented clinically. As biomarkers improve the discriminatory potential of RPMs, more research is needed for the evaluation and implementation of RPMs within existing CRC screening frameworks.
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Affiliation(s)
- R. Liam Sutherland
- Department of Community Health Sciences, University of Calgary, Calgary, AB T2N 1N4, Canada; (R.L.S.); (R.B.B.); (N.F.); (W.Y.C.); (R.J.H.)
- Forzani and MacPhail Colorectal Cancer Screening Centre, Alberta Health Services, Calgary, AB T2N 1N4, Canada; (D.E.O.); (Y.R.); (K.C.); (B.M.); (D.K.)
| | - Dylan E. O’Sullivan
- Forzani and MacPhail Colorectal Cancer Screening Centre, Alberta Health Services, Calgary, AB T2N 1N4, Canada; (D.E.O.); (Y.R.); (K.C.); (B.M.); (D.K.)
- Cancer Epidemiology and Prevention Research, Alberta Health Services, Calgary, AB T2N 1N4, Canada
| | - Yibing Ruan
- Forzani and MacPhail Colorectal Cancer Screening Centre, Alberta Health Services, Calgary, AB T2N 1N4, Canada; (D.E.O.); (Y.R.); (K.C.); (B.M.); (D.K.)
- Cancer Epidemiology and Prevention Research, Alberta Health Services, Calgary, AB T2N 1N4, Canada
- Department of Oncology, University of Calgary, Calgary, AB T2N 1N4, Canada
| | - Kristian Chow
- Forzani and MacPhail Colorectal Cancer Screening Centre, Alberta Health Services, Calgary, AB T2N 1N4, Canada; (D.E.O.); (Y.R.); (K.C.); (B.M.); (D.K.)
| | - Brittany Mah
- Forzani and MacPhail Colorectal Cancer Screening Centre, Alberta Health Services, Calgary, AB T2N 1N4, Canada; (D.E.O.); (Y.R.); (K.C.); (B.M.); (D.K.)
| | - Dayoung Kim
- Forzani and MacPhail Colorectal Cancer Screening Centre, Alberta Health Services, Calgary, AB T2N 1N4, Canada; (D.E.O.); (Y.R.); (K.C.); (B.M.); (D.K.)
| | - Robert B. Basmadjian
- Department of Community Health Sciences, University of Calgary, Calgary, AB T2N 1N4, Canada; (R.L.S.); (R.B.B.); (N.F.); (W.Y.C.); (R.J.H.)
- Department of Oncology, University of Calgary, Calgary, AB T2N 1N4, Canada
| | - Nauzer Forbes
- Department of Community Health Sciences, University of Calgary, Calgary, AB T2N 1N4, Canada; (R.L.S.); (R.B.B.); (N.F.); (W.Y.C.); (R.J.H.)
- Forzani and MacPhail Colorectal Cancer Screening Centre, Alberta Health Services, Calgary, AB T2N 1N4, Canada; (D.E.O.); (Y.R.); (K.C.); (B.M.); (D.K.)
- Department of Medicine, University of Calgary, Calgary, AB T2N 1N4, Canada
| | - Winson Y. Cheung
- Department of Community Health Sciences, University of Calgary, Calgary, AB T2N 1N4, Canada; (R.L.S.); (R.B.B.); (N.F.); (W.Y.C.); (R.J.H.)
- Department of Oncology, University of Calgary, Calgary, AB T2N 1N4, Canada
| | - Robert J. Hilsden
- Department of Community Health Sciences, University of Calgary, Calgary, AB T2N 1N4, Canada; (R.L.S.); (R.B.B.); (N.F.); (W.Y.C.); (R.J.H.)
- Forzani and MacPhail Colorectal Cancer Screening Centre, Alberta Health Services, Calgary, AB T2N 1N4, Canada; (D.E.O.); (Y.R.); (K.C.); (B.M.); (D.K.)
- Department of Medicine, University of Calgary, Calgary, AB T2N 1N4, Canada
| | - Darren R. Brenner
- Department of Community Health Sciences, University of Calgary, Calgary, AB T2N 1N4, Canada; (R.L.S.); (R.B.B.); (N.F.); (W.Y.C.); (R.J.H.)
- Forzani and MacPhail Colorectal Cancer Screening Centre, Alberta Health Services, Calgary, AB T2N 1N4, Canada; (D.E.O.); (Y.R.); (K.C.); (B.M.); (D.K.)
- Department of Oncology, University of Calgary, Calgary, AB T2N 1N4, Canada
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Dastych M, Hubatka F, Turanek-Knotigova P, Masek J, Kroupa R, Raška M, Turanek J, Prochazka L. Overexpression of CD44v8-10 in Colon Polyps-A Possible Key to Early Diagnosis. Pathol Oncol Res 2021; 27:614281. [PMID: 34257584 PMCID: PMC8262190 DOI: 10.3389/pore.2021.614281] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Accepted: 02/26/2021] [Indexed: 01/10/2023]
Abstract
Background and aims: The majority of colorectal cancers arise from detectable adenomatous or serrated lesions. Here we demonstrate how deregulated alternative splicing of CD44 gene in diseased colon mucosa results in downregulation of standard isoform of CD44 gene (CD44s) and upregulation of variant isoform CD44v8-10. Our aim is to show that upregulation of CD44v8-10 isoform is a possible marker of precancerous lesion in human colon. Methods: We analysed pairs of fresh biopsy specimen of large intestine in a cohort of 50 patients. We studied and compared alternative splicing profile of CD44 gene in colon polyps and adjoined healthy colon mucosa. We performed end-point and qRT PCR, western blotting, IHC staining and flow cytometry analyses. Results: We detected more than five-fold overexpression of CD44v8-10 isoform and almost twenty-fold downregulation of standard isoform CD44s in colon polyps compared to adjoined healthy tissue with p = 0.018 and p < 0.001 in a cohort of 50 patients. Our results also show that aberrant splicing of CD44 occurs in both biologically distinct subtypes of colorectal adenoma possibly in ESRP-1 specific manner. Conclusion: 92% of the colon polyp positive patients overexpressed CD44v8-10 isoform in their colon polyps while only 36% of them had positive fecal occult blood test which is currently a standard non-invasive screening technique. Impact: We believe that our results are important for further steps leading to application of CD44v8-10 isoform as a biomarker of colorectal precancerosis in non-invasive detection. Early detection of colon precancerosis means successful prevention of colorectal carcinoma.
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Affiliation(s)
- Milan Dastych
- Department of Gastroenterology and Internal Medicine, University Hospital Brno and Faculty of Medicine Masaryk University Brno, Brno, Czech Republic
| | - Frantisek Hubatka
- Department of Pharmacology and Toxicology, Veterinary Research Institute, Brno, Czech Republic.,C2P NEXARS, Campus Science Park, Brno, Czech Republic
| | - Pavlina Turanek-Knotigova
- Department of Pharmacology and Toxicology, Veterinary Research Institute, Brno, Czech Republic.,C2P NEXARS, Campus Science Park, Brno, Czech Republic
| | - Josef Masek
- Department of Pharmacology and Toxicology, Veterinary Research Institute, Brno, Czech Republic
| | - Radek Kroupa
- Department of Gastroenterology and Internal Medicine, University Hospital Brno and Faculty of Medicine Masaryk University Brno, Brno, Czech Republic
| | - Milan Raška
- Department of Immunology, Faculty of Medicine and Dentistry, Palacky University Olomouc, Olomouc, Czech Republic
| | - Jaroslav Turanek
- Department of Pharmacology and Toxicology, Veterinary Research Institute, Brno, Czech Republic.,C2P NEXARS, Campus Science Park, Brno, Czech Republic.,Faculty of Medicine in Hradec Kralove, Institute of Hygiene and Preventive Medicine, Charles University, Hradec Kralove, Czech Republic.,Institute of Physics of the Czech Academy of Sciences, Prague 8, Czech Republic
| | - Lubomir Prochazka
- Department of Pharmacology and Toxicology, Veterinary Research Institute, Brno, Czech Republic
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Van Cutsem E, Paccard C, Chiron M, Tabernero J. Impact of Prior Bevacizumab Treatment on VEGF-A and PlGF Levels and Outcome Following Second-Line Aflibercept Treatment: Biomarker Post Hoc Analysis of the VELOUR Trial. Clin Cancer Res 2019; 26:717-725. [PMID: 31727675 DOI: 10.1158/1078-0432.ccr-19-1985] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2019] [Revised: 10/07/2019] [Accepted: 11/11/2019] [Indexed: 12/24/2022]
Abstract
PURPOSE Aflibercept is a targeted anti-VEGF therapy used to treat patients with metastatic colorectal cancer (mCRC) following progression on oxaliplatin-based regimens. This post hoc study evaluated the effect of prior bevacizumab treatment and growth factor levels on patient outcomes associated with aflibercept in the VELOUR phase III trial. EXPERIMENTAL DESIGN Baseline biomarker plasma concentrations were measured using a bead-based multiplex assay. Patients were grouped according to prior bevacizumab treatment, second-line treatment, and serum biomarker concentrations, and analyzed for overall survival (OS) and progression-free survival (PFS). RESULTS Plasma samples were available for 553 patients (placebo n = 265; aflibercept n = 288), of which 169 had received prior bevacizumab. Nine biomarkers implicated in angiogenesis or bevacizumab resistance correlated with prior bevacizumab therapy. VEGF-A and placental growth factor (PlGF) were the most significantly increased in patients who had received prior bevacizumab compared with those who had not received prior bevacizumab. In the placebo group, patients with high VEGF-A (>144 pg/mL) levels at baseline had worse OS and PFS compared with patients with lower levels at baseline (9.6 vs. 12.9 months). This was also seen in patients who received placebo and had high baseline PlGF (>8 pg/mL; 9.7 vs. 11.7 months). In the aflibercept group, prolonged OS and PFS were observed regardless of baseline VEGF-A or PlGF levels. CONCLUSIONS High VEGF-A and PlGF serum levels may underlie development of resistance to bevacizumab in patients with mCRC. Aflibercept retains its activity regardless of baseline VEGF-A and PlGF levels and may be an effective second-line treatment for patients with bevacizumab-induced resistance.
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Affiliation(s)
| | | | | | - Josep Tabernero
- Vall d'Hebron University Hospital and Institute of Oncology (VHIO), IOB-Quiron, UVic, Barcelona, Spain
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Wei SC, Tsao PN, Wang YT, Lin BR, Wu DC, Tsai WS, Chen JS, Wong JM. Using serum placenta growth factor could improve the sensitivity of colorectal cancer screening in fecal occult blood negative population: A multicenter with independent cohort validation study. Cancer Med 2019; 8:3583-3591. [PMID: 31063258 PMCID: PMC6601572 DOI: 10.1002/cam4.2216] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2018] [Revised: 04/08/2019] [Accepted: 04/14/2019] [Indexed: 12/13/2022] Open
Abstract
Background Colorectal cancer (CRC) is one of the most common cancers worldwide. Screening for CRC using the fecal occult blood test (FOBT) is feasible and useful for decreasing disease‐related mortality; however, its sensitivity and compliance are unsatisfactory. Methods This study examined the efficacy of using serum placenta growth factor (PlGF) for a novel CRC screening strategy. To investigate a potential novel screening tool for CRC, we compared the sensitivity, specificity, positive predictive value, and negative predictive value of the FOBT, serum PlGF, and their combination through an examination of two independent cohorts and validation using the second cohort. All the patients and control group received the colonoscopy and FOBT, the colonoscopy was used as the gold standard for the result. Results Serum PlGF levels were significantly increased in CRC patients (16.8 ± 11.4 pg/mL) compared with controls (12.0 ± 11.2 pg/mL). The predictive model that used the serum PlGF level alone was as effective as the FOBT (AUC: 0.60 vs 0.68, P = 0.891), and it had significantly higher sensitivity than the FOBT (0.81 vs 0.39). In addition, we found serum PlGF level has a good value for predicting CRC patients in those FOBT negative populations. Finally, combining serum PlGF level and the FOBT improved the predictive power and demonstrated satisfactory sensitivity (0.71) and specificity (0.71). This result was confirmed and validated in the second independent cohort. Furthermore, no matter the stages (early/advanced) and the location (distal/proximal) of CRC, the efficacy of serum PlGF and the combined model remained quite stable. Conclusion Serum PlGF level is a potential alternative screening tool for CRC, especially for those who are reluctant to stool‐based screening methods and who were tested as negative FOBT. In addition, combining serum PlGF level and the FOBT could increase the power of CRC screening.
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Affiliation(s)
- Shu-Chen Wei
- Department of Internal Medicine, National Taiwan University Hospital and College of Medicine, Taipei, Taiwan
| | - Po-Nien Tsao
- Department of Pediatrics, National Taiwan University Children's Hospital and National Taiwan University, Taipei, Taiwan.,The Research Center for Developmental Biology and Regenerative Medicine, National Taiwan University, Taipei, Taiwan
| | - Yu-Ting Wang
- Department of Medical Research, National Taiwan University Hospital, Taipei, Taiwan
| | - Been-Ren Lin
- Department of Surgery, National Taiwan University Hospital and College of Medicine, Taipei, Taiwan
| | - Deng-Chyang Wu
- Division of Gastroenterology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
| | - Wen-Sy Tsai
- Division of Colon and Rectal Surgery, Chang Gung Memorial Hospital, Linkou, Taiwan.,School of Medicine, Chang Gung University, Taoyuan, Taiwan
| | - Jinn-Shiun Chen
- Division of Colon and Rectal Surgery, Chang Gung Memorial Hospital, Linkou, Taiwan
| | - Jau-Min Wong
- Department of Internal Medicine, National Taiwan University Hospital and College of Medicine, Taipei, Taiwan
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