1
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He M, Jia Z, Hu L, Wu H. Development and validation of a nomogram to predict which patients with colorectal cancer liver metastases would benefit from primary tumor resection. Int J Colorectal Dis 2023; 38:144. [PMID: 37237238 DOI: 10.1007/s00384-023-04426-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/01/2023] [Indexed: 05/28/2023]
Abstract
PURPOSE The use of primary tumor resection (PTR) in the treatment of colorectal cancer liver metastases (CRLM) patients has become increasingly controversial. Our goal is to establish a nomogram to screen for the candidates that would benefit from PTR in CRLM patients. METHODS The Surveillance, Epidemiology, and End Results (SEER) database was searched for 8366 patients with colorectal liver cancer metastases (CRLM) from 2010 to 2015. Overall survival (OS) rates were calculated using the Kaplan-Meier curve. After propensity score matching (PSM), predictors were analyzed by logistic regression analysis, and a nomogram was created to predict for survival benefit of PTR using R software. RESULTS After PSM, there were 814 patients in both PTR group and non-PTR group, respectively. The median OS time in the PTR group was 26 months (95%CI = 23.33 ~ 28.67) and the median OS time in the non-PTR group was 15 months (95%CI = 13.36 ~ 16.64). The Cox regression analysis found that PTR was an independent predictive factor (HR = 0.46, 0.41 ~ 0.52) for OS. Additionally, logistic regression was used to study the factors impacting PTR benefit, and the results showed that CEA (P = 0.016), chemotherapy (P < 0.001), N stage (P < 0.001), histological grade (P < 0.001), and lung metastasis (P = 0.001) are independent predictive factors affecting the therapeutic outcome of PTR in patients with CRLM. The developed nomogram displayed good discriminative ability in predicting the beneficial probability of PTR surgery, with the area under the curve (AUC) values of 0.801 in training set and 0.739 in validation set respectively. CONCLUSION We developed a nomogram that predicts the survival benefits of PTR in CRLM patients with relatively high accuracy, and quantifies the predictive factors for PTR-related benefits.
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Affiliation(s)
- Mingming He
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, 230022, China
| | - Zhenya Jia
- Department of Oncology, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China
| | - Lei Hu
- Department of General Surgery, Division of Life Sciences and Medicine, The First Affiliated Hospital of USTC, University of Science and Technology of China, Hefei, Anhui, 230001, China.
| | - Huo Wu
- Department of General Surgery, The First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, 230022, China.
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Fanotto V, Salani F, Vivaldi C, Scartozzi M, Ribero D, Puzzoni M, Montagnani F, Leone F, Vasile E, Bencivenga M, De Manzoni G, Basile D, Fornaro L, Masi G, Aprile G. Primary Tumor Resection for Metastatic Colorectal, Gastric and Pancreatic Cancer Patients: In Search of Scientific Evidence to Inform Clinical Practice. Cancers (Basel) 2023; 15:cancers15030900. [PMID: 36765854 PMCID: PMC9913845 DOI: 10.3390/cancers15030900] [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: 12/23/2022] [Revised: 01/24/2023] [Accepted: 01/28/2023] [Indexed: 02/05/2023] Open
Abstract
The management of the primary tumor in metastatic colorectal, gastric and pancreatic cancer patients may be challenging. Indeed, primary tumor progression could be associated with severe symptoms, compromising the quality of life and the feasibility of effective systemic therapy, and might result in life-threatening complications. While retrospective series have suggested that surgery on the primary tumor may confer a survival advantage even in asymptomatic patients, randomized trials seem not to definitively support this hypothesis. We discuss the evidence for and against primary tumor resection for patients with metastatic gastrointestinal (colorectal, gastric and pancreatic) cancers treated with systemic therapies and put in context the pros and cons of the onco-surgical approach in the time of precision oncology. We also evaluate current ongoing trials on this topic, anticipating how these will influence both research and everyday practice.
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Affiliation(s)
- Valentina Fanotto
- Department of Oncology, Academic Hospital of Udine, Azienda Sanitaria Universitaria Friuli Centrale (ASUFC), Piazzale Santa Maria della Misericordia, 33100 Udine, Italy
| | - Francesca Salani
- Unit of Oncology 2, Azienda Ospedaliero-Universitaria Pisana, 56126 Pisa, Italy
- Institute of Interdisciplinary Research “Health Science”, Scuola Superiore Sant’Anna, Piazza Martiri della Libertà 33, 56124 Pisa, Italy
| | - Caterina Vivaldi
- Unit of Oncology 2, Azienda Ospedaliero-Universitaria Pisana, 56126 Pisa, Italy
- Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, 56126 Pisa, Italy
| | - Mario Scartozzi
- Unit of Medical Oncology, University Hospital, University of Cagliari, 09124 Cagliari, Italy
| | - Dario Ribero
- Division of General and Oncologic Surgery Multimedica, A.O. Santa Croce e Carle, 12100 Cuneo, Italy
| | - Marco Puzzoni
- Unit of Medical Oncology, University Hospital, University of Cagliari, 09124 Cagliari, Italy
| | - Francesco Montagnani
- Department of Oncology, Azienda Sanitaria Locale di Biella, 13900 Ponderano, Italy
| | - Francesco Leone
- Department of Oncology, Azienda Sanitaria Locale di Biella, 13900 Ponderano, Italy
| | - Enrico Vasile
- Unit of Oncology 2, Azienda Ospedaliero-Universitaria Pisana, 56126 Pisa, Italy
| | - Maria Bencivenga
- General and Upper GI Surgery Division, Verona University (VR), 37134 Verona, Italy
| | - Giovanni De Manzoni
- General and Upper GI Surgery Division, Verona University (VR), 37134 Verona, Italy
| | - Debora Basile
- Department of Oncology, San Bortolo General Hospital, ULSS 8 Berica-Vicenza, 36100 Vicenza, Italy
| | - Lorenzo Fornaro
- Unit of Oncology 2, Azienda Ospedaliero-Universitaria Pisana, 56126 Pisa, Italy
- Correspondence: ; Tel.: +39-050992466
| | - Gianluca Masi
- Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, 56126 Pisa, Italy
| | - Giuseppe Aprile
- Department of Oncology, San Bortolo General Hospital, ULSS 8 Berica-Vicenza, 36100 Vicenza, Italy
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Wang J, Li J, Wei S, Xu J, Jiang X, Yang L. The Ratio of Platelets to Lymphocytes Predicts the Prognosis of Metastatic Colorectal Cancer: A Review and Meta-Analysis. Gastroenterol Res Pract 2021; 2021:9699499. [PMID: 34764993 PMCID: PMC8577954 DOI: 10.1155/2021/9699499] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Accepted: 10/15/2021] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND In recent years, the incidence of colorectal cancer (CRC) has continued to increase. Although the overall prognosis of CRC has improved with the continuous improvement of the level of treatment, the prognosis of metastatic colorectal cancer (mCRC) is still poor. The purpose of our study is to explore the prognostic value of platelet to lymphocyte ratio (PLR) in mCRC. METHODS The PubMed, Web of Science, and Embase (via OVID) were systematically searched to obtain all relevant research. We used hazard ratio (HR) with 95% confidence interval (CI) to assess the associations of PLR and overall survival (OS) and progression free survival (PFS). RESULTS A total of twelve studies containing 1452 patients were included in this meta-analysis. Pooled analysis showed that high levels of PLR were associated with poor OS (HR: 1.72, 95% CI: 1.27-2.33, and P < 0.01) and PFS (HR: 1.64, 95% CI: 1.16-2.31, and P = 0.033). CONCLUSION Our analysis suggested that high levels of PLR pretreatment may be an effective predictive biomarker for the prognosis of mCRC patients.
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Affiliation(s)
- Jinming Wang
- Cancer Research Center Nantong, Nantong Tumor Hospital & Affiliated Tumor Hospital of Nantong University, Nantong, China
| | - Jing Li
- Cancer Research Center Nantong, Nantong Tumor Hospital & Affiliated Tumor Hospital of Nantong University, Nantong, China
| | - Sheng Wei
- Cancer Research Center Nantong, Nantong Tumor Hospital & Affiliated Tumor Hospital of Nantong University, Nantong, China
| | - Jie Xu
- Cancer Research Center Nantong, Nantong Tumor Hospital & Affiliated Tumor Hospital of Nantong University, Nantong, China
| | - Xiaohui Jiang
- Department of General Surgery, Nantong Tumor Hospital & Affiliated Tumor Hospital of Nantong University, Nantong, China
| | - Lei Yang
- Department of Oncology, Nantong Tumor Hospital & Affiliated Tumor Hospital of Nantong University, Nantong, China
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van der Kruijssen DEW, van Rooijen KL, Kurk SA, de Wilt JHW, Punt CJA, Vink GR, Elias SG, Koopman M. Role of Up-Front Primary Tumor Resection and Tumor Sidedness in the Survival of Synchronous Metastatic Colon Cancer Patients. Dig Surg 2021; 38:283-289. [PMID: 34320508 DOI: 10.1159/000517477] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Accepted: 05/25/2021] [Indexed: 12/10/2022]
Abstract
INTRODUCTION Uncertainty exists about a possible survival benefit of primary tumor resection (PTR) in synchronous metastatic colon cancer (mCC). Since sidedness of the primary tumor is regarded as an important prognostic factor, our objective was to study the interaction between PTR and sidedness in synchronous mCC. METHODS In this retrospective study, we used data from 2 first-line phase 3 randomized controlled trials (RCTs). A mixed Cox regression model was used to study the multiplicative interaction between PTR and sidedness. We adjusted for age, treatment arm, WHO performance status, number of affected organs by metastases, serum lactate dehydrogenase, and year of enrollment. RESULTS We found that PTR is associated with better survival in both right-sided (hazard ratio [HR] 0.59 [95% confidence interval 0.42-0.8 2]) and left-sided mCC (HR 0.70 [95% confidence interval 0.52-0.93]). The interaction between PTR and sidedness was not significant (p = 0.45). CONCLUSION Our data suggest that the prognostic value of PTR is independent of sidedness. Validation of these results will be performed in ongoing RCTs.
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Affiliation(s)
- Dave E W van der Kruijssen
- Department of Medical Oncology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Karlijn L van Rooijen
- Department of Medical Oncology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Sophie A Kurk
- Department of Medical Oncology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Johannes H W de Wilt
- Department of Surgery, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Cornelis J A Punt
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Geraldine R Vink
- Department of Medical Oncology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.,Comprehensive Cancer Organization, Utrecht, The Netherlands
| | - Sjoerd G Elias
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Miriam Koopman
- Department of Medical Oncology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
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Alese OB, Zakka K, Huo X, Jiang R, Shaib WL, Akce M, Behera M, Sullivan P, Wu C, El-Rayes BF. Perioperative therapy in metastatic colorectal cancer: Pattern of use and survival outcomes. J Surg Oncol 2020; 123:596-605. [PMID: 33125756 DOI: 10.1002/jso.26278] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2020] [Revised: 10/09/2020] [Accepted: 10/12/2020] [Indexed: 12/24/2022]
Abstract
BACKGROUND Multimodality therapy of metastatic colorectal cancer (mCRC) is currently considered the standard of care. The aim of this study was to evaluate the impact of perioperative therapy on surgical resection in mCRC. METHODS The National Cancer Database was analyzed for affected patients between 2004 and 2013. Univariate and multivariate analyses were done to identify factors associated with patient outcomes. Kaplan-Meier analysis and Cox proportional hazards models were used for the association between patient characteristics and survival. RESULTS About 61,940 patients with mCRC were identified. Mean age = 63.4 years (SD ± 14). About 69% had a colon primary and 32% had only one metastatic site. Only 49% of those who underwent surgery for both primary and metastatic sites received postoperative chemotherapy (p < .001). Negative prognostic factors included no chemotherapy received (hazard ratio [HR], 2.32; 2.27-2.37; p < .001), more than three metastatic sites (HR, 2.28; 2.09-2.48; p < .001), year of diagnosis between 2004 and 2008 (HR, 1.71; 1.15-1.20; p < .001) and colon tumor location with right worse than left-sided (HR, 1.21; 1.19-1.24; p < .001). Five-year overall survival for resection of the primary and metastatic site (28.2%) was higher than for no surgical treatment (4.7%). CONCLUSION Perioperative therapy was associated with improved survival, following resection of metastatic sites or primary tumor.
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Affiliation(s)
- Olatunji B Alese
- Department of Hematology and Oncology, Winship Cancer Institute, Emory University, Atlanta, Georgia, USA
| | - Katerina Zakka
- Department of Hematology and Oncology, Winship Cancer Institute, Emory University, Atlanta, Georgia, USA
| | - Xingyue Huo
- Winship Research Informatics, Emory University, Atlanta, Georgia, USA
| | - Renjian Jiang
- Winship Research Informatics, Emory University, Atlanta, Georgia, USA
| | - Walid L Shaib
- Department of Hematology and Oncology, Winship Cancer Institute, Emory University, Atlanta, Georgia, USA
| | - Mehmet Akce
- Department of Hematology and Oncology, Winship Cancer Institute, Emory University, Atlanta, Georgia, USA
| | - Madhusmita Behera
- Department of Hematology and Oncology, Winship Cancer Institute, Emory University, Atlanta, Georgia, USA.,Winship Research Informatics, Emory University, Atlanta, Georgia, USA
| | - Patrick Sullivan
- Division of General and GI Surgery, Department of Surgery, Emory University School of Medicine, Atlanta, Georgia, USA
| | - Christina Wu
- Department of Hematology and Oncology, Winship Cancer Institute, Emory University, Atlanta, Georgia, USA
| | - Bassel F El-Rayes
- Department of Hematology and Oncology, Winship Cancer Institute, Emory University, Atlanta, Georgia, USA
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PAPİLA KUNDAKTEPE B. The prognostic value of preoperative neutrophil -to- lymphocyte and platelet-to-lymphocyte ratios in patients with gastric and colorectal cancer. ARCHIVES OF CLINICAL AND EXPERIMENTAL MEDICINE 2020. [DOI: 10.25000/acem.703750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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Yang Y, Lu Y, Jiang W, Zhu J, Yan S. Individualized prediction of survival benefit from primary tumor resection for patients with unresectable metastatic colorectal cancer. World J Surg Oncol 2020; 18:193. [PMID: 32746835 PMCID: PMC7401291 DOI: 10.1186/s12957-020-01972-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2020] [Accepted: 07/28/2020] [Indexed: 12/14/2022] Open
Abstract
Background The impact of primary tumor resection (PTR) on the prognosis of unresectable metastatic colorectal cancer (mCRC) patients remains debatable. We aimed to develop several prognostic nomograms which could be useful in predicting whether patients might benefit from PTR or not. Methods Patients diagnosed as mCRC without resected metastasis were identified from the Surveillance Epidemiology and End Results database and randomly assigned into two groups: a training cohort (6369 patients) and a validation cohort (2774 patients). Univariate and multivariable Cox analyses were performed to identify the independent predictors and construct nomograms that could independently predict the overall survival (OS) of unresectable mCRC patients in PTR and non-PTR groups, respectively. The performance of these nomograms was assessed by the concordance index (C-index), calibration curves, and decision curve analysis (DCA). Results Based on the result of univariate and multivariable Cox analyses, two nomograms were respectively constructed to predict the 1-year OS rates of unresectable mCRC patients when receiving PTR and not. The first one included age, gender, tumor grade, proximal colon, N stage, CEA, chemotherapy, radiotherapy, histology type, brain metastasis, liver metastasis, lung metastasis, and bone metastasis. The second nomogram included age, race, tumor grade, primary site, CEA, chemotherapy, brain metastasis, and bone metastasis. These nomograms showed favorable sensitivity with the C-index range of 0.700–0.725. The calibration curves and DCAs also exhibited adequate fit and ideal net benefits in prognosis prediction and clinical application. Conclusions These practical prognosis nomograms could assist clinicians in making appropriate treatment decisions to effectively manage the disease.
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Affiliation(s)
- Yi Yang
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, 899 Pinghai Road, Suzhou, 215006, Jiangsu, China
| | - Yujie Lu
- Department of Oncology, The First Affiliated Hospital of Soochow University, 899 Pinghai Road, Suzhou, 215006, Jiangsu, China
| | - Wen Jiang
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, 899 Pinghai Road, Suzhou, 215006, Jiangsu, China
| | - Jinzhou Zhu
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, 899 Pinghai Road, Suzhou, 215006, Jiangsu, China
| | - Su Yan
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, 899 Pinghai Road, Suzhou, 215006, Jiangsu, China.
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8
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Engelhardt EG, Révész D, Tamminga HJ, Punt CJA, Koopman M, Onwuteaka-Philipsen BD, Steyerberg EW, de Vet HCW, Coupé VMH. Inventory of oncologists' unmet needs for tools to support decision-making about palliative treatment for metastatic colorectal cancer. BMC Med Inform Decis Mak 2018; 18:132. [PMID: 30551735 PMCID: PMC6295030 DOI: 10.1186/s12911-018-0712-9] [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: 03/14/2018] [Accepted: 11/22/2018] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Decision-making about palliative care for metastatic colorectal cancer (mCRC) consists of many different treatment-related decisions, and there generally is no best treatment option. Decision support systems (DSS), e.g., prognostic calculators, can aid oncologists' decision-making. DSS that contain features tailored to the needs of oncologists are more likely to be implemented in clinical practice. Therefore, our aim is to inventory colorectal cancer specialists' unmet decision support needs. METHODS We asked oncologists from the Dutch colorectal cancer group (DCCG), to participate in an online inventory questionnaire on their unmet decision support needs. To get more in-depth insight in required features of the DSS they need, we also conducted semi-structured telephone interviews. RESULTS Forty-one oncologists started the inventory questionnaire, and 27 of them completed all items. Of all respondents, 18 were surgeons (44%), 22 were medical oncologists (54%), and 28 (68%) had more than 10 years of experience treating mCRC. In both the inventory questionnaire and interviews, respondents expressed a need for an overarching DSS incorporating multiple treatment options, and presenting both the treatment benefits and harms. Respondents found it relevant for other outcomes, such as cost-effectiveness of treatment or quality of life, to be incorporated in DSS. There was also a wish for DSS incorporating an up-to-date "personalized" overview of the ongoing trials for which a specific patient is eligible. CONCLUSIONS Experienced oncologists indicate that their treatment advice is currently almost solely based on the available clinical guidelines. They experience a lack of good quality DSS to help them personalize their treatment advice. New tools integrating multiple treatment options and providing a broad range of clinically relevant outcomes are urgently needed to stimulate and safeguard more personalized treatment decision-making.
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Affiliation(s)
- Ellen G Engelhardt
- Department of Epidemiology and Biostatistics, Amsterdam UMC, location VUMC, F-wing Medical Faculty building, PO Box 7057 1007, MB, Amsterdam, The Netherlands.
| | - Dóra Révész
- Department of Epidemiology and Biostatistics, Amsterdam UMC, location VUMC, F-wing Medical Faculty building, PO Box 7057 1007, MB, Amsterdam, The Netherlands
| | - Hans J Tamminga
- Department of Epidemiology and Biostatistics, Amsterdam UMC, location VUMC, F-wing Medical Faculty building, PO Box 7057 1007, MB, Amsterdam, The Netherlands
| | - Cornelis J A Punt
- Department of Medical Oncology, Amsterdam UMC, location AMC, Amsterdam, The Netherlands
| | - Miriam Koopman
- Department of Medical Oncology, University Medical Center Utrecht and University Utrecht, Utrecht, The Netherlands
| | - Bregje D Onwuteaka-Philipsen
- Department of Public and Occupational Health, and Palliative Care Expertise Centre, VU University Medical Center, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - Ewout W Steyerberg
- Department of Public Health, Centre for Medical Decision Making, Erasmus Medical Center, Rotterdam, The Netherlands and Department of Medical Statistics, Leiden University Medical Center, Leiden, The Netherlands
| | - Henrica C W de Vet
- Department of Epidemiology and Biostatistics, Amsterdam UMC, location VUMC, F-wing Medical Faculty building, PO Box 7057 1007, MB, Amsterdam, The Netherlands
| | - Veerle M H Coupé
- Department of Epidemiology and Biostatistics, Amsterdam UMC, location VUMC, F-wing Medical Faculty building, PO Box 7057 1007, MB, Amsterdam, The Netherlands
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To resect or not to resect: The hamletic dilemma of primary tumor resection in patients with asymptomatic stage IV colorectal cancer. Crit Rev Oncol Hematol 2018; 132:154-160. [PMID: 30447921 DOI: 10.1016/j.critrevonc.2018.10.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2018] [Accepted: 10/05/2018] [Indexed: 02/07/2023] Open
Abstract
Primary tumor resection (PTR) in advanced asymptomatic colorectal cancer (CRC) has been a matter of intense debate for long time. With the advances in systemic treatments, this practice has decreased over the years, although it remains still pervasive. Although the removal of primary tumor has been extensively interrogated both in retrospective and prospective studies, it still remains a clinical conundrum. There are many arguments for and against PTR in CRC both from the preclinical and the clinical point of view. Two scoring models have been published aiming at identifying patients who are suitable candidate for PTR, but they deserve further investigations in larger datasets. While awaiting the results of ongoing randomized clinical trials (RCTs) on this controversial topic, both upfront systemic treatment and PTR followed by chemotherapy should be considered valid options in patients with asymptomatic mCRC. Clinical selection and a shared-decision making approach are the keys to success.
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10
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Platelet-to-lymphocyte ratio in advanced Cancer: Review and meta-analysis. Clin Chim Acta 2018; 483:48-56. [DOI: 10.1016/j.cca.2018.04.023] [Citation(s) in RCA: 73] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2018] [Revised: 04/15/2018] [Accepted: 04/16/2018] [Indexed: 12/30/2022]
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11
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Chen N, Li W, Huang K, Yang W, Huang L, Cong T, Li Q, Qiu M. Increased platelet-lymphocyte ratio closely relates to inferior clinical features and worse long-term survival in both resected and metastatic colorectal cancer: an updated systematic review and meta-analysis of 24 studies. Oncotarget 2018; 8:32356-32369. [PMID: 28404961 PMCID: PMC5458290 DOI: 10.18632/oncotarget.16020] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2016] [Accepted: 01/24/2017] [Indexed: 02/05/2023] Open
Abstract
Colorectal cancer (CRC) is one of the most common cancers worldwide. However, the prognostic and clinical value of platelet-lymphocyte ratio (PLR) in colorectal cancer was still unclear, which attracted more and more researchers considerable attention. We performed a systematic review and meta-analysis to investigate the relationship between PLR and survival as well as clinical features of CRC update to September 2016. The hazard ratio (HR) or odds ratio (OR) with 95% confidence interval (CI) were calculated to access the association. We included 24 eligible studies with a total of 13719 patients. Elevated PLR predicted shorter overall survival (OS) (HR=1.47; 95%CI, 1.28-1.68; p<0.001), poorer disease-free survival (DFS) (HR=1.51; 95% CI, 1.2-1.91; p=0.001), and worse recurrence-free survival (RFS) (HR=1.39; 95% CI, 1.03-1.86; p=0.03), but had nothing to do with Cancer-specific survival (CSS) (HR=1.14; 95% CI, 0.92-1.42; p=0.223). After trim and fill method, the connection between PLR and DFS disappeared (HR=1.143; 95%CI, 0.903-1.447; p=0.267). By subgroup analyze, we found that increased PLR predicated a worse OS and DFS in patients who underwent surgery, and this prognostic role also shown both in metastatic and nonmetastatic patients. In addition, elevated PLR was associated with poorly differentiated tumor (OR=1.51; 95% CI, 1.26-1.81; p<0.001), higher tumor stage (OR=1.25; 95% CI, 1.05-1.49; p=0.012), lymphovascular invasion (LVI) (OR=1.25; 95% CI, 1.09-1.43; p=0.001), and the recurrence of CRC (OR=2.78; 95% CI, 1.36-5.68; p=0.005). We indicated that pretreatment PLR was a good prognostic marker for CRC patients. High PLR was related to worse OS, RFS and poor clinical characteristics.
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Affiliation(s)
- Nan Chen
- West China School of Medicine/West China Hospital, Sichuan University, Chengdu, China
| | - Wanling Li
- West China School of Medicine/West China Hospital, Sichuan University, Chengdu, China
| | - Kexin Huang
- West China School of Medicine/West China Hospital, Sichuan University, Chengdu, China
| | - Wenhao Yang
- West China School of Medicine/West China Hospital, Sichuan University, Chengdu, China
| | - Lin Huang
- West China School of Medicine/West China Hospital, Sichuan University, Chengdu, China
| | - Tianxin Cong
- West China School of Medicine/West China Hospital, Sichuan University, Chengdu, China
| | - Qingfang Li
- West China School of Medicine/West China Hospital, Sichuan University, Chengdu, China
| | - Meng Qiu
- West China School of Medicine/West China Hospital, Sichuan University, Chengdu, China.,Department of Medical Oncology, Cancer Center, the State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, Sichuan, China
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12
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Clinical Usefulness of Tools to Support Decision-making for Palliative Treatment of Metastatic Colorectal Cancer: A Systematic Review. Clin Colorectal Cancer 2018; 17:e1-e12. [DOI: 10.1016/j.clcc.2017.06.007] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2017] [Accepted: 06/16/2017] [Indexed: 12/23/2022]
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13
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van Rooijen KL, Shi Q, Goey KKH, Meyers J, Heinemann V, Diaz-Rubio E, Aranda E, Falcone A, Green E, de Gramont A, Sargent DJ, Punt CJA, Koopman M. Prognostic value of primary tumour resection in synchronous metastatic colorectal cancer: Individual patient data analysis of first-line randomised trials from the ARCAD database. Eur J Cancer 2018; 91:99-106. [PMID: 29353165 DOI: 10.1016/j.ejca.2017.12.014] [Citation(s) in RCA: 62] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2017] [Accepted: 12/07/2017] [Indexed: 12/11/2022]
Abstract
Indication for primary tumour resection (PTR) in asymptomatic metastatic colorectal cancer (mCRC) patients is unclear. Previous retrospective analyses suggest a survival benefit for patients who underwent PTR. The aim was to evaluate the prognostic value of PTR in patients with synchronous mCRC by analysis of recent large RCTs including systemic therapy with modern targeted agents. Individual patient data (IPD) of 3423 patients enrolled into 8 randomised controlled trials (RCTs) with first-line systemic therapy in the ARCAD (Aide et Recherche en Cancérologie Digestive) database were analysed. The number of patients with unresected synchronous mCRC, resected synchronous mCRC and metachronous mCRC was 710 (21%), 1705 (50%) and 1008 (29%), respectively. Adjusting for age, gender, performance status (PS) and prior chemotherapy, the unresected group had a significantly worse median overall survival (16.4 m) compared with the synchronous resected (22.2 m; hazard ratio [HR] 1.60, 95% CI 1.43-1.78) and metachronous (22.4 m; HR 1.81, 95% CI 1.58-2.07) groups. Similarly, median progression-free survival was significantly worse for the unresected group compared with the synchronous resected (HR 1.31, 95% CI 1.19-1.44) and metachronous (HR 1.47, 95% CI 1.30-1.66) groups. In a multivariate analysis, the observed associations remained significant. This largest IPD analysis of mCRC trials to date demonstrates an improved survival in synchronous mCRC patients after PTR. These results may be subject to bias since reasons for (non)resection were not available. Until results of ongoing RCTs are available, both upfront PTR followed by systemic treatment and upfront systemic treatment are considered appropriate treatment strategies.
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Affiliation(s)
- K L van Rooijen
- Department of Medical Oncology, University Medical Center Utrecht, University of Utrecht, Utrecht, The Netherlands
| | - Q Shi
- Department of Health Science Research, Mayo Clinic, Rochester, USA
| | - K K H Goey
- Department of Medical Oncology, University Medical Center Utrecht, University of Utrecht, Utrecht, The Netherlands
| | - J Meyers
- Department of Health Science Research, Mayo Clinic, Rochester, USA
| | - V Heinemann
- Department of Medical Oncology and Comprehensive Cancer Center, Munich, Germany
| | - E Diaz-Rubio
- Cancer Translational Unit, Hospital Clinico San Carlos, Universidad Complutense, Madrid, Spain
| | - E Aranda
- Department of Medical Oncology, UCO, Maimonides Institute of Biomedical Research (IMIBIC), CIBERONC, Instituto de Salud Carlos III, Córdoba, Spain
| | - A Falcone
- Department of Medical Oncology, University of Pisa, Pisa, Italy
| | - E Green
- Department of Health Science Research, Mayo Clinic, Rochester, USA
| | - A de Gramont
- Department of Medical Oncology, Franco-British Institute, Levallois-Perret, France
| | - D J Sargent
- Department of Health Science Research, Mayo Clinic, Rochester, USA
| | - C J A Punt
- Department of Medical Oncology, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - M Koopman
- Department of Medical Oncology, University Medical Center Utrecht, University of Utrecht, Utrecht, The Netherlands.
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14
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Yu Z, Chen Z, Wu J, Li Z, Wu Y. Prognostic value of pretreatment serum carbohydrate antigen 19-9 level in patients with colorectal cancer: A meta-analysis. PLoS One 2017; 12:e0188139. [PMID: 29141049 PMCID: PMC5687748 DOI: 10.1371/journal.pone.0188139] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2017] [Accepted: 11/01/2017] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Carbohydrate antigen 19-9 (CA 19-9) is one of the most frequently used tumor markers for gastrointestinal cancer, particularly for diagnostic purposes. However, its value in predicting prognosis remains controversial. In this study, we sought to clarify this by conducting a meta-analysis of relevant studies. METHODS We systematically searched several databases, including PubMed, EMBASE and Web of Science for articles pertaining to the relationship between pretreatment serum CA 19-9 levels and prognosis in patients with colorectal cancer (CRC). The reported hazard ratios (HR) of overall survival (OS), disease-free survival (DFS), pooled progression-free survival (PFS) and recurrence-free survival (RFS) in the analyzed studies were compared by fixed effects/random effects models. RESULTS Seventeen studies involving 6434 patients with CRC were included in our meta-analysis. A comprehensive analysis of the collected data revealed that high serum CA 19-9 levels before treatment were significantly associated with poor OS (HR: 1.58, 95% CI: 1.36-1.83, P<0.001), DFS (HR: 1.71, 95% CI: 1.38-2.13, P<0.001), PFS (HR: 1.30,95%CI:0.93-1.82, P = 0.121) and RFS (HR: 1.43, 95% CI: 1.11-1.83, P = 0.006). This association between high pretreatment serum CA 19-9 levels and poor survival held true across different geographical regions, analysis types, methods used for HR determination, sample size, and treatment methods. CONCLUSIONS The results of this study indicate that pretreatment serum CA 19-9 level can be used as a prognostic indicator for patients with CRC.
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Affiliation(s)
- Zhan Yu
- Department of general surgery, The Third Affiliated Hospital of Soochow University, Changzhou, P.R. China
| | - Zhen Chen
- Department of Urology, The Third Affiliated Hospital of Soochow University, Changzhou, P.R. China
| | - Jian Wu
- Department of general surgery, The Third Affiliated Hospital of Soochow University, Changzhou, P.R. China
- Department of general surgery, The second people's Hospital of Jiangyin, Jiangyin, P.R. China
| | - Zhong Li
- Department of general surgery, The Third Affiliated Hospital of Soochow University, Changzhou, P.R. China
| | - Yugang Wu
- Department of general surgery, The Third Affiliated Hospital of Soochow University, Changzhou, P.R. China
- * E-mail:
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15
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Guo YH, Sun HF, Zhang YB, Liao ZJ, Zhao L, Cui J, Wu T, Lu JR, Nan KJ, Wang SH. The clinical use of the platelet/lymphocyte ratio and lymphocyte/monocyte ratio as prognostic predictors in colorectal cancer: a meta-analysis. Oncotarget 2017; 8:20011-20024. [PMID: 28212553 PMCID: PMC5386740 DOI: 10.18632/oncotarget.15311] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2016] [Accepted: 12/28/2016] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Conflicting evidence exists regarding the effects of platelet/lymphocyte ratio (PLR) and lymphocyte/monocyte ratio(LMR) on the prognosis of colorectal cancer (CRC) patients. This study aimed to evaluate the roles of the PLR and LMR in predicting the prognosis of CRC patients via meta-analysis. METHODS Eligible studies were retrieved from the PubMed, Embase,andChina National Knowledge Infrastructure (CNKI) databases, supplemented by a manual search of references from retrieved articles. Pooled hazard ratios (HR) with 95% confidence intervals (95% CI) were calculated using the generic inverse variance and random-effect model to evaluate the association of PLR and LMR with prognostic variables in CRC, including overall survival (OS), cancer-specific survival (CSS) and disease-free survival (DFS). RESULTS Thirty-three studies containing 15,404 patients met criteria for inclusion. Pooled analysis suggested that elevated PLR was associated with poorer OS (pooled HR = 1.57, 95% CI: 1.41 - 1.75, p< 0.00001, I2=26%) and DFS (pooled HR = 1.58, 95% CI: 1.31 - 1.92, p< 0.00001, I2=66%). Conversely, high LMR correlated with more favorable OS (pooled HR = 0.59, 95% CI: 0.50 - 0.68, p< 0.00001, I2=44%), CSS (pooled HR = 0.54, 95% CI: 0.40 - 0.72, p< 0.00001, I2=11%) and DFS (pooled HR = 0.82, 95% CI: 0.71- 0.94,p=0.005, I2=29%). CONCLUSIONS Elevated PLR was associated with poor prognosis, while high LMR correlated with more favorable outcomes in CRC patients. Pretreatment PLR and LMR could serve as prognostic predictors in CRC patients.
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Affiliation(s)
- Ya-Huan Guo
- Department of Medical Oncology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, P.R. China.,First Department of Medical Oncology, Shaanxi Provincial Tumor Hospital, Xi'an, 710061, P.R. China
| | - Hai-Feng Sun
- Department of Medical Oncology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, P.R. China.,Third Department of Medical Oncology, Shaanxi Provincial Tumor Hospital, Xi'an, 710061, P.R. China
| | - Yan-Bing Zhang
- First Department of Medical Oncology, Shaanxi Provincial Tumor Hospital, Xi'an, 710061, P.R. China
| | - Zi-Jun Liao
- Department of Medical Oncology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, P.R. China.,First Department of Medical Oncology, Shaanxi Provincial Tumor Hospital, Xi'an, 710061, P.R. China
| | - Lei Zhao
- Department of Molecular Physiology and Biophysics, Holden Comprehensive Cancer Center, University of Iowa Carver College of Medicine, Iowa City, IA, USA
| | - Jie Cui
- Department of Oncology, Yan'an University Affiliated Hospital, Yan'an, 716000, P.R. China
| | - Tao Wu
- Department of Medical Oncology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, P.R. China
| | - Jian-Rong Lu
- Department of Medical Oncology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, P.R. China
| | - Ke-Jun Nan
- Department of Medical Oncology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, P.R. China
| | - Shu-Hong Wang
- Department of Medical Oncology, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, 710061, P.R. China
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16
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S D, L W, B GY, F YH, H SX, Q MZ, Hao C, W CQ, S LZ. Risk factors of liver metastasis from advanced pancreatic adenocarcinoma: a large multicenter cohort study. World J Surg Oncol 2017; 15:120. [PMID: 28673297 PMCID: PMC5496221 DOI: 10.1186/s12957-017-1175-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2016] [Accepted: 05/23/2017] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Clinical prognostic parameters of liver metastasis from pancreatic adenocarcinoma have not been specifically identified.This study is to explore the risk factors of liver metastasis in advanced pancreatic adenocarcinoma (PDAC) patients in China. METHODS A multicenter cohort study was conducted to explore whether liver metastasis in locally advanced and metastatic PDAC could be reflected by some common laboratory indexes. We collected 1787 advanced PDAC patients from three participating hospitals between 2004 and 2014. The associations between some laboratory indexes and risks of liver metastases were analyzed. RESULTS Results have shown that 87% of stage IV patients developed synchronous liver metastasis. Primary tumor location (body/tail vs. head/neck, OR 0.55, 95% CI 0.36-0.83), primary tumor diameter (≥20 mm vs. <20 mm, OR 1.77, 95% CI 1.16-2.70), elevated ALT and AST (OR 1.62, 95% CI 0.92-2.83), and elevated CA19-9 (OR 2.72, 95% CI 1.85-3.99) upon diagnosis are significantly associated with risk of synchronous liver metastasis. Among stage III patients, 30.1% developed metachronous liver metastasis. However, no risk factors were identified among these patients. CONCLUSIONS Primary tumor location, diameter, elevated ALT and AST, and increased CA19-9 are independent risk factors of synchronous liver metastasis in PDAC patients.
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Affiliation(s)
- Dong S
- Department of Integrative Oncology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, 270 Dong-An Road, 200032, Shanghai, China
| | - Wang L
- Digestive Endoscopy Center, Department of Gastroenterology, Changhai Hospital, The Second Military Medical University, 169 Changhai Road, 200433, Shanghai, China
| | - Guo Y B
- Department of Integrative Medicine of Shanghai Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 200025, Shanghai, China
| | - Ying H F
- Department of Integrative Medicine of Shanghai Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 200025, Shanghai, China
| | - Shen X H
- Department of Integrative Medicine of Shanghai Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, 200025, Shanghai, China
| | - Meng Z Q
- Department of Integrative Oncology, Fudan University Shanghai Cancer Center, Shanghai, China
- Department of Oncology, Shanghai Medical College, Fudan University, 270 Dong-An Road, 200032, Shanghai, China
| | - Chen Hao
- Department of Integrative Oncology, Fudan University Shanghai Cancer Center, Shanghai, China.
- Department of Oncology, Shanghai Medical College, Fudan University, 270 Dong-An Road, 200032, Shanghai, China.
| | - Chen Q W
- Department of Integrative Oncology, Fudan University Shanghai Cancer Center, Shanghai, China.
- Department of Oncology, Shanghai Medical College, Fudan University, 270 Dong-An Road, 200032, Shanghai, China.
- Institute of Clinical Epidemiology, Key Laboratory of Public Health Safety, Ministry of Education, School of Public Health, Fudan University, 200032, Shanghai, China.
| | - Li Z S
- Digestive Endoscopy Center, Department of Gastroenterology, Changhai Hospital, The Second Military Medical University, 169 Changhai Road, 200433, Shanghai, China.
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17
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An Elevated Platelet-to-Lymphocyte Ratio Predicts Poor Prognosis and Clinicopathological Characteristics in Patients with Colorectal Cancer: A Meta-Analysis. DISEASE MARKERS 2017; 2017:1053125. [PMID: 28539688 PMCID: PMC5429964 DOI: 10.1155/2017/1053125] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/02/2016] [Accepted: 04/02/2017] [Indexed: 12/19/2022]
Abstract
Background. The aims of this study were to evaluate the clinicopathological and prognostic values of platelet-to-lymphocyte ratio (PLR) in colorectal cancer (CRC). Methods. The PubMed and Embase databases and the references of relevant studies were systematically searched. This study was performed with hazard ratios (HRs) and odd ratios (ORs) with corresponding 95% confidence intervals (CIs) as effect measures. Results. Our results indicated that elevated PLR was associated with poor overall survival (HR = 1.46, 95% CI = 1.23–1.73), disease-free survival (HR = 1.64, 95% CI = 1.17–2.30), cancer-specific survival (HR = 1.30, 95% CI = 1.12–1.51), and recurrence-free survival (HR = 1.38, 95% CI = 1.09–1.74) in CRC. For the clinicopathological characteristics, our results indicated that there were differences in the rate of elevated PLR between stages III/IV and I/II groups (OR = 1.38, 95% CI = 1.01–1.88), pT3/T4 and pT1/T2 groups (OR = 1.82, 95% CI = 1.03–3.20), and poor differentiation and moderate/well differentiation (OR = 2.59, 95% CI = 1.38–4.84). Conclusions. Our results indicated that elevated PLR predicted poor prognosis and clinicopathological characteristics in CRC and PLR is a convenient and low-cost blood-derived prognostic marker for CRC.
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18
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Gu X, Gao XS, Qin S, Li X, Qi X, Ma M, Yu H, Sun S, Zhou D, Wang W, Xiong W. Elevated Platelet to Lymphocyte Ratio Is Associated with Poor Survival Outcomes in Patients with Colorectal Cancer. PLoS One 2016; 11:e0163523. [PMID: 27658306 PMCID: PMC5033452 DOI: 10.1371/journal.pone.0163523] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2016] [Accepted: 09/10/2016] [Indexed: 01/04/2023] Open
Abstract
Platelet to lymphocyte ratio (PLR) is a parameter reflecting inflammatory responses in patients with cancer. Several studies have investigated the prognostic value of PLR in patients with colorectal cancer (CRC); however, the results are controversial. Thus, we carried out a meta-analysis to evaluate the association between PLR and CRC prognostication. Relevant articles were retrieved through PubMed, Embase, and Web of Science, and pooled hazard ratio (HR) and 95% confidence interval (CI) were computed by using STATA V.12.0. Both the random-effects model and fixed-effects model were utilized. A total of 13 studies (14 cohorts) with 8,601 patients were included in the meta-analysis. Pooled HRs and 95% CIs demonstrated that increased PLR predicted poor overall survival (OS) (HR = 1.81, 95%CI:1.42–2.31, p<0.001; I2 = 65%, Ph = 0.002), disease-free survival (DFS) (HR = 1.84, 95%CI:1.22–2.76, p = 0.003; I2 = 78.3%, Ph<0.001) and recurrence-free survival (RFS) (HR = 1.84, 95%CI:1.41–2.41, p<0.001; I2 = 0, Ph = 0.686), although this was not the case for cancer-specific survival (CSS) (HR = 1.75, 95%CI:0.59–5.17, p = 0.309; I2 = 66.2%, Ph = 0.085) or time to recurrence (TTR) (HR = 1.21 95%CI:0.62–2.36, p = 0.573;I2 = 58.4%, Ph = 0.121). Subgroup analysis showed that PLR enhanced the prognostic value for OS in Caucasian patients, in small sample studies and for metastatic disease; however, this was not the case with rectal cancer. Furthermore, elevated PLR predicted reduced DFS in Caucasians and not in Asians. In conclusion, our meta-analysis showed that high PLR was a significant biomarker for poor OS, DFS, and RFS in patients with CRC; however, it had no association with CSS or TTR.
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Affiliation(s)
- Xiaobin Gu
- Department of Radiation Oncology, Peking University First Hospital, Peking University, Beijing, China
| | - Xian-Shu Gao
- Department of Radiation Oncology, Peking University First Hospital, Peking University, Beijing, China
- * E-mail:
| | - Shangbin Qin
- Department of Radiation Oncology, Peking University First Hospital, Peking University, Beijing, China
| | - Xiaoying Li
- Department of Radiation Oncology, Peking University First Hospital, Peking University, Beijing, China
| | - Xin Qi
- Department of Radiation Oncology, Peking University First Hospital, Peking University, Beijing, China
| | - Mingwei Ma
- Department of Radiation Oncology, Peking University First Hospital, Peking University, Beijing, China
| | - Hao Yu
- Department of Radiation Oncology, Peking University First Hospital, Peking University, Beijing, China
| | - Shaoqian Sun
- Department of Radiation Oncology, Peking University First Hospital, Peking University, Beijing, China
| | - Dong Zhou
- Department of Radiation Oncology, Peking University First Hospital, Peking University, Beijing, China
| | - Wen Wang
- Department of Radiation Oncology, Peking University First Hospital, Peking University, Beijing, China
| | - Wei Xiong
- Tangshan People’s Hospital, Hebei, China
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