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Wen X, Sun H, Du S, Xia J, Zhang W, Zhang F. A nomogram of inflammatory indexes for preoperatively predicting the risk of lymph node metastasis in colorectal cancer. Tech Coloproctol 2024; 28:148. [PMID: 39495392 PMCID: PMC11534845 DOI: 10.1007/s10151-024-03010-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2024] [Accepted: 08/30/2024] [Indexed: 11/05/2024]
Abstract
PURPOSE To investigate the independent risk factors associated with the development of lymph node metastasis (LNM) in patients with colorectal cancer (CRC), focusing on preoperative systemic inflammatory indicators, and to construct a corresponding risk predictive model. MATERIALS AND METHODS The clinical data of 241 patients with CRC who underwent surgery after the first diagnosis between January 2012 and December 2017 at our hospital were reviewed. A best logistic regression model was constructed by Lasso regression for multivariate analysis, from which a Nomogram was derived. Using bootstrap to conduct internal validation. The model's predictive performance and clinical practicability were evaluated using the receiver operating characteristic curve (ROC) curve, calibration curve, and decision curve analysis (DCA). External validation was conducted using retrospective data from 170 patients who underwent surgery between January 2020 and May 2022 at another hospital. RESULTS Cross-validation indicated smoking history, neutrophil-lymphocyte ratio (NLR), platelet-lymphocyte ratio (PLR), lymphocyte-monocyte ratio (LMR), fibrinogen-albumin ratio (FAR), and fecal occult blood (FOB) as variables with non-zero coefficients. These factors were included in the logistic regression, and multivariate analysis confirmed that smoking history, NLR, LMR, FAR, and FOB were independent risk factors (P < 0.05). The ROC and calibration curve of the original model and external validation indicated strong predictive power of the model. DCA suggested the model's favorable clinical utility. CONCLUSIONS The model constructed in this study has robust predictive performance and clinical utility for the preoperative determination of CRC LMN, offering significant for clinical decision-making in patients with CRC.
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Affiliation(s)
- Xuemei Wen
- Xinhua Clinical College, Dalian University, Dalian, China
| | - Haoran Sun
- Affiliated Zhongshan Hospital of Dalian University, Dalian, China
| | - Shijiang Du
- Xinhua Clinical College, Dalian University, Dalian, China
| | - Junkai Xia
- Xinhua Clinical College, Dalian University, Dalian, China
| | - Wenjun Zhang
- Department of Colorectal Surgery, Dalian University Affiliated Xinhua Hospital, Dalian, No. 156, Wansui Street, Shahekou District, Dalian City, 116021, Liaoning Province, China.
| | - Fujie Zhang
- Department of Colorectal Surgery, Dalian University Affiliated Xinhua Hospital, Dalian, No. 156, Wansui Street, Shahekou District, Dalian City, 116021, Liaoning Province, China.
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Bereczki-Temistocle D, Jung I, Gurzu S, Kovacs Z, Chiciudean R, Ormenisan A, Banias L. HPV disrupt the cytoskeleton in oral squamous cell carcinomas from non-oropharyngeal sites via the E-cadherin/Mena/SMA pathway. Pathol Res Pract 2023; 249:154723. [PMID: 37544131 DOI: 10.1016/j.prp.2023.154723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Revised: 07/19/2023] [Accepted: 07/26/2023] [Indexed: 08/08/2023]
Abstract
In this paper, we aimed to evaluate the mechanism of actin cytoskeleton disruption, in oral squamous cell carcinoma (OSCC). A total of 43 patients with surgically resected OSCCs located in non-oropharyngeal regions were randomly selected. The expression of E-cadherin, β-catenin, smooth muscle actin (SMA), Mena, maspin, V-set and immunoglobulin domain containing 1 (VSIG1), β human chorionic gonadotropin (βhCG), and angiotensin-converting enzyme (ACE) was assessed via immunohistochemistry (IHC) and evaluated in association with the prevalence of high-risk human papillomavirus (HPV). Mena positivity (n = 30; 69.77%) was more frequent in poorly differentiated OSCC of the tongue and lips with high-risk HPV viral DNA and a lymph node ratio (LNR) ≤ 2.5. Loss of E-cadherin was more prevalent among poorly differentiated stage pT4N1 tumors with an LNR ≤ 2.5 and perineural invasion. These cases were classified as SMA-high tumors. Independent negative prognostic factors included high Mena expression, loss of E-cadherin, high SMA expression, and the presence of high-risk HPV. No VSIG1 positivity was observed. In conclusion, in non-oropharyngeal OSCC, cytoskeleton activity might be driven by the Mena/E-cadherin/SMA axis, reflecting active epithelial-mesenchymal interaction. High Mena intensity is an indicator of poorly differentiated carcinomas with high-risk HPV and unfavorable prognosis.
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Affiliation(s)
- Despina Bereczki-Temistocle
- Department of Pathology, George Emil Palade University of Medicine, Pharmacy, Science and Technology, Targu-Mures, Romania; Department of Oral and Maxillo-Facial Surgery, George Emil Palade University of Medicine, Pharmacy, Science and Technology, Targu-Mures, Romania
| | - Ioan Jung
- Department of Pathology, George Emil Palade University of Medicine, Pharmacy, Science and Technology, Targu-Mures, Romania
| | - Simona Gurzu
- Department of Pathology, George Emil Palade University of Medicine, Pharmacy, Science and Technology, Targu-Mures, Romania; Research Center of Oncopathology and Translational Medicine (CCOMT), George Emil Palade University of Medicine, Pharmacy, Science and Technology, Targu-Mures, Romania.
| | - Zsolt Kovacs
- Research Center of Oncopathology and Translational Medicine (CCOMT), George Emil Palade University of Medicine, Pharmacy, Science and Technology, Targu-Mures, Romania; Department of Biochemistry, George Emil Palade University of Medicine, Pharmacy, Science and Technology, Targu-Mures, Romania
| | - Rebeca Chiciudean
- Department of Pathology, George Emil Palade University of Medicine, Pharmacy, Science and Technology, Targu-Mures, Romania
| | - Alina Ormenisan
- Department of Oral and Maxillo-Facial Surgery, George Emil Palade University of Medicine, Pharmacy, Science and Technology, Targu-Mures, Romania
| | - Laura Banias
- Department of Pathology, George Emil Palade University of Medicine, Pharmacy, Science and Technology, Targu-Mures, Romania
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Colloca G, Venturino A, Guarneri D. Neutrophil-to-lymphocyte ratio predict survival of patients with rectal cancer receiving neo-adjuvant chemoradiation followed by radical resection: a meta-analysis. Expert Rev Anticancer Ther 2023; 23:421-429. [PMID: 36970998 DOI: 10.1080/14737140.2023.2194635] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/29/2023]
Abstract
BACKGROUND Neutrophil-to-lymphocyte ratio is suggested as a prognostic and predictive factor for patients with rectal cancer. The purpose of the current meta-analysis is to evaluate the relationship between neutrophil-lymphocyte ratio (NLR) and the outcome of patients, with rectal cancer receiving chemoradiation and surgery. METHODS A systematic review on two databases and a selection of studies were done. Thereafter, two meta-analyses were performed, evaluating the relationship of baseline NLR with overall survival (OS) and disease-free survival (DFS). RESULTS Thirty-one retrospective studies were selected. Twenty-six studies have documented a significant relationship of NLR to OS (HR 2.05, CI 1.66-2.53), whereas 23 studies have reported a weaker but significant relationship of NLR to DFS (HR 1.78, CI 1.49-2.12). Among the moderator variables, a possible effect for age and sex on the relationship of NLR with DFS is suggested. CONCLUSIONS Baseline NLR >3 is a simple and reproducible prognostic factor, with a more consistent effect in the elderly. It could be a reliable variable to support clinicians in defining personalized treatment strategies, even though a standardization of the cutoff and a better characterization among microsatellite unstable rectal tumors are necessary.
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Portale G, Bartolotta P, Azzolina D, Gregori D, Fiscon V. Prognostic role of platelet-to-lymphocyte ratio, neutrophil-to-lymphocyte, and lymphocyte-to-monocyte ratio in operated rectal cancer patients: systematic review and meta-analysis. Langenbecks Arch Surg 2023; 408:85. [PMID: 36781510 DOI: 10.1007/s00423-023-02786-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Accepted: 12/30/2022] [Indexed: 02/15/2023]
Abstract
BACKGROUND Inflammation plays an important role in tumor growth. Novel serum blood biomarkers, including neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), and lymphocyte-to-monocyte ratio (LMR), have been proposed as useful prognostic indexes in cancer patients. However, their role in rectal cancer is controversial. METHODS A comprehensive literature review was conducted including MEDLINE/Pubmed, EMBASE, SCOPUS, and the Cochrane Database of Systematic Reviews through May 2022. The systematic review and meta-analysis were conducted according to the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) guidelines. Quality was appraised with the Methodological Index for Non-Randomized Studies (MINORS) tool. Aim of the study was to summarize available literature on PLR, NLR, and LMR in patients with rectal cancer undergoing resection. RESULTS Forty-seven observational studies (14,205 patients) were included; there were 42 retrospective and 5 prospective cohort studies with an average MINORS score of 14.6 (range: 12-18). Worse overall survival was associated with high NLR (HR 1.81; 95%CI 1.52-2.15; p < 0.001), high PLR (HR 1.24; 95%CI 1.06-1.46; p = 0.009), and low LMR (HR 0.67; 95%CI 0.49-0.91; p = 0.01). High NLR and low LMR were also associated with disease-free-survival (HR 1.68; 95%CI 1.35-2.08; p < 0.001 and HR 0.71; 95%CI 0.58-0.87; p < 0.001, respectively). CONCLUSIONS NLR, PLR, and LMR are independent clinical predictors for overall survival in patients with rectal cancer treated with curative surgery. NLR and LMR are also good predictors for disease free survival. These biomarkers, which are readily available, appear optimal prognostic indexes and may help clinicians predict the prognosis of rectal cancer and develop individualized treatment strategies.
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Affiliation(s)
- Giuseppe Portale
- Department of General Surgery, Azienda Euganea ULSS 6, Via Casa Di Ricovero 40, 35013, Cittadella, Padua, Italy.
| | - Patrizia Bartolotta
- Unit of Biostatistics, Epidemiology and Public Health, Department of Cardiac Thoracic Vascular Sciences and Public Health, University of Padova, 35121, Padua, Italy
| | - Danila Azzolina
- Unit of Biostatistics, Epidemiology and Public Health, Department of Cardiac Thoracic Vascular Sciences and Public Health, University of Padova, 35121, Padua, Italy
| | - Dario Gregori
- Unit of Biostatistics, Epidemiology and Public Health, Department of Cardiac Thoracic Vascular Sciences and Public Health, University of Padova, 35121, Padua, Italy
| | - Valentino Fiscon
- Department of General Surgery, Azienda Euganea ULSS 6, Via Casa Di Ricovero 40, 35013, Cittadella, Padua, Italy
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Song HN, Kim JY, Kim JM, Kang KM, Choi HS, Jeong JH, Ha IB, Jeong BK. Sarcopenia using pectoralis muscle area and lymphocyte-to-monocyte ratio (LMR) are independent prognostic factors in patients for nonmetastatic breast cancer. Medicine (Baltimore) 2022; 101:e32229. [PMID: 36626455 PMCID: PMC9750599 DOI: 10.1097/md.0000000000032229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
Sarcopenia is defined as loss of skeletal muscle mass and strength. This can lead to adverse clinical outcomes in patients with advanced cancer. The lymphocyte-to-monocyte ratio (LMR), a converted inflammatory response, is associated with poor prognosis in patients with malignancies. Herein, we examined the prognostic influence of sarcopenia status assessed by pectoralis muscle area (PMA), inflammatory status calculated by LMR, and its association with disease-free survival (DFS) in a cohort of women diagnosed with nonmetastatic breast cancer. A total of 293 patients with nonmetastatic breast cancer who underwent primary mass resection and radiotherapy between January 2011 and December 2017 were enrolled. The cross-sectional area of the muscle (cm2) at PMA was measured using computed tomography before radiation therapy. Baseline monocyte and lymphocyte counts were obtained from the complete blood count to calculate the LMR. Most of the patients (248/293, 84.6%) underwent breast conservation surgery. Lymph node involvement at diagnosis (hazard ratio [HR], 5.08; P < .001), low LMR (HR, 2.79; P = .007), and low PMA (HR, 3.80; P < .001) were independent poor prognostic factors in multivariate analysis. The mean DFS of sarcopenic and nonsarcopenic patients was 89.8 months and 118.8 months, respectively (P < .001). Sarcopenic patients with low LMR showed the worst outcomes, whereas nonsarcopenic patients with high LMR showed the best outcomes. Low PMA and low LMR were independent poor prognostic factors for DFS in patients with nonmetastatic breast cancer.
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Affiliation(s)
- Haa-Na Song
- Division of Hematology-Oncology, Department of Internal Medicine, Gyeongsang National University of Medicine and Gyeongsang National University Hospital, Jinju, Korea
- Institute of Health Science, Gyeongsang National University, Jinju, Korea
| | - Ju Yeon Kim
- Institute of Health Science, Gyeongsang National University, Jinju, Korea
- Department of Surgery, Gyeongsang National University of Medicine and Gyeongsang National University Hospital, Jinju, Korea
| | - Jae Myung Kim
- Institute of Health Science, Gyeongsang National University, Jinju, Korea
- Department of Surgery, Gyeongsang National University of Medicine and Gyeongsang National University Hospital, Jinju, Korea
| | - Ki Mun Kang
- Institute of Health Science, Gyeongsang National University, Jinju, Korea
- Department of Radiation Oncology, Gyeongsang National University Changwon Hospital, Gyeongsang National University of Medicine, Changwon, Korea
| | - Hoon Sik Choi
- Institute of Health Science, Gyeongsang National University, Jinju, Korea
- Department of Radiation Oncology, Gyeongsang National University Changwon Hospital, Gyeongsang National University of Medicine, Changwon, Korea
| | - Jin Hee Jeong
- Institute of Health Science, Gyeongsang National University, Jinju, Korea
- Department of Emergency Medicine, Gyeongsang National University School of Medicine and Gyeongsang National University Hospital, Jinju, Korea
| | - In Bong Ha
- Institute of Health Science, Gyeongsang National University, Jinju, Korea
- Department of Radiation Oncology, Gyeongsang National University of Medicine and Gyeongsang National University Hospital, Jinju, Korea
| | - Bae-Kwon Jeong
- Institute of Health Science, Gyeongsang National University, Jinju, Korea
- Department of Radiation Oncology, Gyeongsang National University of Medicine and Gyeongsang National University Hospital, Jinju, Korea
- * Correspondence: Bae-Kwon Jeong, Department of Radiation Oncology, Gyeongsang National University of Medicine and Gyeongsang National University Hospital, 79 Gangnam-ro, Jinju, Gyeongsangnam-do 52727, Korea (e-mail: )
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Talebi V, Hashemi MG, Ghazanfari R, Tabrizi M, Saleh M, Saatian M. Association of neutrophil to lymphocyte ratio and platelet to lymphocyte ratio with tumoral differentiation in colorectal cancer. GENE REPORTS 2022. [DOI: 10.1016/j.genrep.2022.101701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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Histopathological and Haemogram Features Correlate with Prognosis in Rectal Cancer Patients Receiving Neoadjuvant Chemoradiation without Pathological Complete Response. J Clin Med 2022; 11:jcm11174947. [PMID: 36078877 PMCID: PMC9456328 DOI: 10.3390/jcm11174947] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Revised: 08/19/2022] [Accepted: 08/20/2022] [Indexed: 11/18/2022] Open
Abstract
Background: Neoadjuvant chemoradiation therapy (NCRT) followed by surgery is the standard treatment for locally advanced rectal cancer (LARC); approximately 80% of patients do not achieve complete response. Identifying prognostic factors predictive of survival in these patients to guide further management is needed. The intratumoural lymphocytic response (ILR), peritumoural lymphocytic reaction (PLR), neutrophil-to-lymphocyte ratio (NLR), and platelet-to-lymphocyte ratio (PtLR) are correlated with the tumour microenvironment and cancer-related systemic inflammation. This study aimed to explore the ability of the ILR, PLR, NLR, and PtLR to predict survival in LARC patients without a complete response to NCRT. Methods: Sixty-nine patients who underwent NCRT and surgery were retrospectively reviewed. The ILR and PLR were assessed in surgical specimens, and the NLR and PtLR were calculated using pre- and post-NCRT blood count data. The Kaplan–Meier method and Cox regression analyses were performed for survival analysis. Results: A high PLR and high post-NCRT NLR and PtLR were significantly associated with better prognosis. Lymphovascular invasion (LVI), post-NCRT neutrophil count, and lymphocyte count were significant predictors of overall survival. LVI and the PLR were independent predictors of disease-free survival. Conclusions: NCRT-induced local and systemic immune responses are favourable prognostic predictors in LARC patients without complete response to NCRT.
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Banias L, Jung I, Chiciudean R, Gurzu S. From Dukes-MAC Staging System to Molecular Classification: Evolving Concepts in Colorectal Cancer. Int J Mol Sci 2022; 23:ijms23169455. [PMID: 36012726 PMCID: PMC9409470 DOI: 10.3390/ijms23169455] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Revised: 08/12/2022] [Accepted: 08/18/2022] [Indexed: 11/21/2022] Open
Abstract
This historical review aimed to summarize the main changes that colorectal carcinoma (CRC) staging systems suffered over time, starting from the creation of the classical Duke’s classification, modified Astler–Coller staging, internationally used TNM (T—primary tumor, N—regional lymph nodes’ status, M—distant metastases) staging system, and ending with molecular classifications and epithelial–mesenchymal transition (EMT) concept. Besides currently used staging parameters, this paper briefly presents the author’s contribution in creating an immunohistochemical (IHC)-based molecular classification of CRC. It refers to the identification of three molecular groups of CRCs (epithelial, mesenchymal and hybrid) based on the IHC markers E-cadherin, β-catenin, maspin, and vimentin. Maspin is a novel IHC antibody helpful for tumor budding assessment, which role depends on its subcellular localization (cytoplasm vs. nuclei). The long road of updating the staging criteria for CRC has not come to an end. The newest prognostic biomarkers, aimed to be included in the molecular classifications, exert predictive roles, and become more and more important for targeted therapy decisions.
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Affiliation(s)
- Laura Banias
- Department of Pathology, George Emil Palade University of Medicine, Pharmacy, Science and Technology, 38 Gheorghe Marinescu Street, 540139 Targu Mures, Romania
| | - Ioan Jung
- Department of Pathology, George Emil Palade University of Medicine, Pharmacy, Science and Technology, 38 Gheorghe Marinescu Street, 540139 Targu Mures, Romania
| | - Rebeca Chiciudean
- Department of Pathology, George Emil Palade University of Medicine, Pharmacy, Science and Technology, 38 Gheorghe Marinescu Street, 540139 Targu Mures, Romania
- Correspondence: ; Tel.: +40-745-673550; Fax: +40-265-210407
| | - Simona Gurzu
- Department of Pathology, George Emil Palade University of Medicine, Pharmacy, Science and Technology, 38 Gheorghe Marinescu Street, 540139 Targu Mures, Romania
- Research Center of Oncopathology and Transdisciplinary Research (CCOMT), George Emil Palade University of Medicine, Pharmacy, Science and Technology, 540136 Targu Mures, Romania
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Lin ZQ, Ma C, Cao WZ, Ning Z, Tan G. Prognostic Significance of NLR, PLR, LMR and Tumor Infiltrating T Lymphocytes in Patients Undergoing Surgical Resection for Hilar Cholangiocarcinoma. Front Oncol 2022; 12:908907. [PMID: 35719959 PMCID: PMC9203898 DOI: 10.3389/fonc.2022.908907] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Accepted: 05/06/2022] [Indexed: 12/15/2022] Open
Abstract
Objective This study evaluated the prognostic significance of preoperative neutrophil to lymphocyte ratio (NLR), platelet to lymphocyte ratio (PLR), lymphocyte to monocyte ratio (LMR) and tumor-infiltrating lymphocytes (TILs), and whether these preoperative blood inflammatory indicators were associated with TILs in hilar cholangiocarcinoma (HCCA). Methods A total of 76 patients with HCCA who underwent radical resection were included. Data on their clinicopathologic characteristics, perioperative features, and survival outcomes were analyzed. The optimal cutoff levels for the NLR, PLR and LMR were defined by using the web application Cut-off Finder. The densities of specific immune cells (CD3+, CD4+, CD8+) within the tumor microenvironment were examined by immunohistochemical. The association of the number of CD3+, CD4+ and CD8+ T cells infiltration in the local tumor microenvironment with preoperative NLR, PLR and LMR level was analyzed. Survival curves were calculated using the Kaplan-Meier estimate. Univariate and multivariate logistic regression models were used to identify factors associated with overall survival. Results The optimal cutoff value of preoperative NLR, PLR and LMR was 2.00, 117.60, and 4.02, respectively. NLR was significantly negatively correlated with CD3+ and CD8+ T cell infiltration, but not with CD4+ T cells. PLR had no correlation with CD3+, CD4+, or CD8+ T cell infiltration, while LMR had a significantly positive correlation with CD3+ T cells infiltration but not with CD4+ or CD8+ T cells. In the multivariate logistic regression model, T stage, lymph node metastasis, CA19-9 and LMR were independent risk factors associated with overall survival (OS). Survival curves indicated that HCCA patients with low CD3+ T cells infiltration and low preoperative LMR live shorter than others. Conclusions LMR played as an independent factor for predicting the survival in patients with HCCA after R0 radical resection. A high LMR was associated with an accumulation of CD3+ T cells in HCCA.
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Affiliation(s)
- Zhi-Qiang Lin
- Department of General Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China.,Health Science Center, East China Normal University, Shanghai, China
| | - Chi Ma
- Department of General Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China.,Liaoning Key Laboratory of Molecular Targeted Drugs in Hepatobiliary and Pancreatic Cancer, Dalian Medical University, Dalian, China
| | - Wen-Zhuo Cao
- Department of General Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China.,Liaoning Key Laboratory of Molecular Targeted Drugs in Hepatobiliary and Pancreatic Cancer, Dalian Medical University, Dalian, China
| | - Zhen Ning
- Department of General Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China.,Liaoning Key Laboratory of Molecular Targeted Drugs in Hepatobiliary and Pancreatic Cancer, Dalian Medical University, Dalian, China
| | - Guang Tan
- Department of General Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China.,Liaoning Key Laboratory of Molecular Targeted Drugs in Hepatobiliary and Pancreatic Cancer, Dalian Medical University, Dalian, China
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Lee HH, Chen CH, Huang YH, Chiang CH, Huang MY. Biomarkers of Favorable vs. Unfavorable Responses in Locally Advanced Rectal Cancer Patients Receiving Neoadjuvant Concurrent Chemoradiotherapy. Cells 2022; 11:cells11101611. [PMID: 35626648 PMCID: PMC9139800 DOI: 10.3390/cells11101611] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Revised: 04/27/2022] [Accepted: 05/10/2022] [Indexed: 02/04/2023] Open
Abstract
Colorectal cancer is the second leading cause of cancer death globally. The gold standard for locally advanced rectal cancer (LARC) nowadays is preoperative concurrent chemoradiation (CCRT). Approximately three quarters of LARC patients do not achieve pathological complete response and hence suffer from relapse, metastases and inevitable death. The exploration of trustworthy and timely biomarkers for CCRT response is urgently called for. This review focused upon a broad spectrum of biomarkers, including circulating tumor cells, DNA, RNA, oncogenes, tumor suppressor genes, epigenetics, impaired DNA mismatch repair, patient-derived xenografts, in vitro tumor organoids, immunity and microbiomes. Utilizing proper biomarkers can assist in categorizing appropriate patients by the most efficient treatment modality with the best outcome and accompanied by minimal side effects. The purpose of this review is to inspect and analyze accessible data in order to fully realize the promise of precision oncology for rectal cancer patients.
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Affiliation(s)
- Hsin-Hua Lee
- Ph.D. Program in Environmental and Occupational Medicine, National Health Research Institutes, Kaohsiung Medical University, Kaohsiung 807, Taiwan;
- Department of Radiation Oncology, Kaohsiung Medical University Hospital, Kaohsiung 807, Taiwan; (C.-H.C.); (C.-H.C.)
- Department of Radiation Oncology, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan
- Center for Cancer Research, Kaohsiung Medical University, Kaohsiung 807, Taiwan
| | - Chien-Hung Chen
- Department of Radiation Oncology, Kaohsiung Medical University Hospital, Kaohsiung 807, Taiwan; (C.-H.C.); (C.-H.C.)
- Center for Cancer Research, Kaohsiung Medical University, Kaohsiung 807, Taiwan
- Department of Radiation Oncology, Kaohsiung Municipal Ta-Tung Hospital, Kaohsiung Medical University, Kaohsiung 801, Taiwan
| | - Yu-Hsiang Huang
- Post-Graduate Year Training, Kaohsiung Medical University Hospital, Kaohsiung 807, Taiwan;
| | - Cheng-Han Chiang
- Department of Radiation Oncology, Kaohsiung Medical University Hospital, Kaohsiung 807, Taiwan; (C.-H.C.); (C.-H.C.)
| | - Ming-Yii Huang
- Ph.D. Program in Environmental and Occupational Medicine, National Health Research Institutes, Kaohsiung Medical University, Kaohsiung 807, Taiwan;
- Department of Radiation Oncology, Kaohsiung Medical University Hospital, Kaohsiung 807, Taiwan; (C.-H.C.); (C.-H.C.)
- Department of Radiation Oncology, Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan
- Center for Cancer Research, Kaohsiung Medical University, Kaohsiung 807, Taiwan
- Graduate Institute of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 807, Taiwan
- Correspondence: ; Tel.: +886-7-3121101 (ext. 7158)
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Creation and Validation of a Survival Nomogram Based on Immune-Nutritional Indexes for Colorectal Cancer Patients. JOURNAL OF ONCOLOGY 2022; 2022:1854812. [PMID: 35368901 PMCID: PMC8975631 DOI: 10.1155/2022/1854812] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Revised: 03/06/2022] [Accepted: 03/07/2022] [Indexed: 12/18/2022]
Abstract
Nutritional and inflammatory status was associated with prognosis in various types of malignant cancer, including colorectal cancer (CRC). This clinical research was performed to estimate the prognostic role of immune-nutritional indexes CRC in patients and to set up a survival nomogram based on the significant immune-nutritional indexes. 1024 CRC patients underwent surgical resection from Wuhan Union Hospital were enrolled and divided into the test cohort (n = 717) and validation cohort (n = 307). A total of 19 immune-nutritional indexes were included into our analysis. The Cox regression analysis was utilized to identify the informative immune-nutritional indexes which were closely associated with overall survival (OS) and disease-free survival (DFS). Survival nomograms were created in the test set and further verified in the validation set. Td-ROC was curved to estimate the predictive performance of survival nomograms for CRC patients. Body mass index (BMI), chemotherapy, TNM stage, T stage, lactate dehydrogenase (LDH)/prealbumin (PA), monocytes (MON)/albumin (ALB), and prognostic nutritional index (PNI) were seven potent prognostic biomarkers of CRC patients. We created an OS-nomogram based on the seven risk indexes, and the predictive accuracy expressed with area under curve (AUC) was 0.826 for 1-year, 0.809 for 3-year, and 0.80 for 5-year OS rates in the test set and 0.795 for 1-year, 0.749 for 3-year, and 0.647 for 5-year OS rates in the validation set. TNM stage, T stage, LDH/ALB, and MON/ALB were risk factors for unfavorable DFS in CRC patients. We further built a DFS-nomogram based on the four risk factors, and the predictive performance presented with AUC was 0.806 for 1-year, 0.763 for 3-year, and 0.82 for 5-year DFS rates in the test set, and 0.704 for 1-year, 0.692 for 3-year, and 0.692 for 5-year DFS rates in the validation set. Our survival nomogram based on immune-nutritional indexes is a useful and potential prognostic tool in CRC patients.
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Nobili S, Mini E. Special Issue: “Gastrointestinal Cancers and Personalized Medicine”. J Pers Med 2022; 12:jpm12030338. [PMID: 35330338 PMCID: PMC8953463 DOI: 10.3390/jpm12030338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Accepted: 02/22/2022] [Indexed: 02/01/2023] Open
Affiliation(s)
- Stefania Nobili
- Department of Neurosciences, Imaging and Clinical Sciences, “G. d’Annunzio” University of Chieti-Pescara, 66100 Chieti, Italy
- Center for Advanced Studies and Technology (CAST), “G. d’Annunzio” University of Chieti-Pescara, 66100 Chieti, Italy
- Correspondence:
| | - Enrico Mini
- Department of Health Sciences, University of Florence, 50139 Florence, Italy;
- DENOTHE Excellence Center, University of Florence, 50139 Florence, Italy
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Iseas S, Sendoya JM, Robbio J, Coraglio M, Kujaruk M, Mikolaitis V, Rizzolo M, Cabanne A, Ruiz G, Salanova R, Gualdrini U, Méndez G, Antelo M, Carballido M, Rotondaro C, Viglino J, Eleta M, Di Sibio A, Podhajcer OL, Roca E, Llera AS, Golubicki M, Abba MC. Prognostic Impact of An Integrative Landscape of Clinical, Immune, and Molecular Features in Non-Metastatic Rectal Cancer. Front Oncol 2022; 11:801880. [PMID: 35071006 PMCID: PMC8777220 DOI: 10.3389/fonc.2021.801880] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Accepted: 12/08/2021] [Indexed: 12/12/2022] Open
Abstract
Rectal Cancer (RC) is a complex disease that involves highly variable treatment responses. Currently, there is a lack of reliable markers beyond TNM to deliver a personalized treatment in a cancer setting where the goal is a curative treatment. Here, we performed an integrated characterization of the predictive and prognostic role of clinical features, mismatch-repair deficiency markers, HER2, CDX2, PD-L1 expression, and CD3-CD8+ tumor-infiltrating lymphocytes (TILs) coupled with targeted DNA sequencing of 76 non-metastatic RC patients assigned to total mesorectal excision upfront (TME; n = 15) or neoadjuvant chemo-radiotherapy treatment (nCRT; n = 61) followed by TME. Eighty-two percent of RC cases displayed mutations affecting cancer driver genes such as TP53, APC, KRAS, ATM, and PIK3CA. Good response to nCRT treatment was observed in approximately 40% of the RC cases, and poor pathological tumor regression was significantly associated with worse disease-free survival (DFS, HR = 3.45; 95%CI = 1.14-10.4; p = 0.028). High neutrophils-platelets score (NPS) (OR = 10.52; 95%CI=1.34-82.6; p = 0.025) and KRAS mutated cases (OR = 5.49; 95%CI = 1.06-28.4; p = 0.042) were identified as independent predictive factors of poor response to nCRT treatment in a multivariate analysis. Furthermore, a Cox proportional-hazard model showed that the KRAS mutational status was an independent prognostic factor associated with higher risk of local recurrence (HR = 9.68; 95%CI = 1.01-93.2; p <0.05) and shorter DFS (HR = 2.55; 95%CI = 1.05-6.21; p <0.05), while high CEA serum levels were associated with poor DFS (HR = 2.63; 95%CI = 1.01-6.85; p <0.05). Integrated clinical and molecular-based unsupervised analysis allowed us to identify two RC prognostic groups (cluster 1 and cluster 2) associated with disease-specific OS (HR = 20.64; 95%CI = 2.63-162.2; p <0.0001), metastasis-free survival (HR = 3.67; 95%CI = 1.22-11; p = 0.012), local recurrence-free survival (HR = 3.34; 95%CI = 0.96-11.6; p = 0.043) and worse DFS (HR = 2.68; 95%CI = 1.18-6.06; p = 0.012). The worst prognosis cluster 2 was enriched by stage III high-risk clinical tumors, poor responders to nCRT, with low TILs density and high frequency of KRAS and TP53 mutated cases compared with the best prognosis cluster 1 (p <0.05). Overall, this study provides a comprehensive and integrated characterization of non-metastatic RC cases as a new insight to deliver a personalized therapeutic approach.
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Affiliation(s)
- Soledad Iseas
- Oncology Unit, Gastroenterology Hospital “Dr. Carlos Bonorino Udaondo”, Buenos Aires, Argentina
| | - Juan M. Sendoya
- Laboratorio de Terapia Molecular y Celular, Genocan, Fundación Instituto Leloir, IIBBA (CONICET), Buenos Aires, Argentina
| | - Juan Robbio
- Oncology Unit, Gastroenterology Hospital “Dr. Carlos Bonorino Udaondo”, Buenos Aires, Argentina
- Unidad de Investigación Traslacional, Laboratorio de Biología Molecular GENUIT, Gastroenterology Hospital “Dr. Carlos Bonorino Udaondo”, Buenos Aires, Argentina
| | - Mariana Coraglio
- Proctology Unit, Gastroenterology Hospital “Dr. Carlos Bonorino Udaondo”, Buenos Aires, Argentina
| | - Mirta Kujaruk
- Pathology Unit, Gastroenterology Hospital “Dr. Carlos Bonorino Udaondo”, Buenos Aires, Argentina
| | - Vanesa Mikolaitis
- Pathology Unit, Gastroenterology Hospital “Dr. Carlos Bonorino Udaondo”, Buenos Aires, Argentina
| | - Mariana Rizzolo
- Pathology Unit, Gastroenterology Hospital “Dr. Carlos Bonorino Udaondo”, Buenos Aires, Argentina
| | - Ana Cabanne
- Pathology Unit, Gastroenterology Hospital “Dr. Carlos Bonorino Udaondo”, Buenos Aires, Argentina
| | - Gonzalo Ruiz
- Biomakers Molecular Pathology and Research, Buenos Aires, Argentina
| | - Rubén Salanova
- Biomakers Molecular Pathology and Research, Buenos Aires, Argentina
| | - Ubaldo Gualdrini
- Proctology Unit, Gastroenterology Hospital “Dr. Carlos Bonorino Udaondo”, Buenos Aires, Argentina
| | - Guillermo Méndez
- Oncology Unit, Gastroenterology Hospital “Dr. Carlos Bonorino Udaondo”, Buenos Aires, Argentina
| | - Marina Antelo
- Oncology Unit, Gastroenterology Hospital “Dr. Carlos Bonorino Udaondo”, Buenos Aires, Argentina
| | - Marcela Carballido
- Oncology Unit, Gastroenterology Hospital “Dr. Carlos Bonorino Udaondo”, Buenos Aires, Argentina
| | - Cecilia Rotondaro
- Laboratorio de Terapia Molecular y Celular, Genocan, Fundación Instituto Leloir, IIBBA (CONICET), Buenos Aires, Argentina
| | - Julieta Viglino
- Laboratorio de Terapia Molecular y Celular, Genocan, Fundación Instituto Leloir, IIBBA (CONICET), Buenos Aires, Argentina
| | - Martín Eleta
- Imaxe Image Diagnosis Center, Buenos Aires, Argentina
| | | | - Osvaldo L. Podhajcer
- Laboratorio de Terapia Molecular y Celular, Genocan, Fundación Instituto Leloir, IIBBA (CONICET), Buenos Aires, Argentina
| | - Enrique Roca
- Oncology Unit, Gastroenterology Hospital “Dr. Carlos Bonorino Udaondo”, Buenos Aires, Argentina
| | - Andrea S. Llera
- Laboratorio de Terapia Molecular y Celular, Genocan, Fundación Instituto Leloir, IIBBA (CONICET), Buenos Aires, Argentina
| | - Mariano Golubicki
- Oncology Unit, Gastroenterology Hospital “Dr. Carlos Bonorino Udaondo”, Buenos Aires, Argentina
- Unidad de Investigación Traslacional, Laboratorio de Biología Molecular GENUIT, Gastroenterology Hospital “Dr. Carlos Bonorino Udaondo”, Buenos Aires, Argentina
| | - Martín Carlos Abba
- Basic and Applied Immunological Research Center, School of Medical Sciences, National University of La Plata, La Plata, Argentina
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Biomarkers and cell-based models to predict the outcome of neoadjuvant therapy for rectal cancer patients. Biomark Res 2021; 9:60. [PMID: 34321074 PMCID: PMC8317379 DOI: 10.1186/s40364-021-00313-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Accepted: 07/08/2021] [Indexed: 12/16/2022] Open
Abstract
Rectal cancer constitutes approximately one-third of all colorectal cancers and contributes to considerable mortality globally. In contrast to colon cancer, the standard treatment for localized rectal cancer often involves neoadjuvant chemoradiotherapy. Tumour response rates to treatment show substantial inter-patient heterogeneity, indicating a need for treatment stratification. Consequently researchers have attempted to establish new means for predicting tumour response in order to assist in treatment decisions. In this review we have summarized published findings regarding potential biomarkers to predict neoadjuvant treatment response for rectal cancer tumours. In addition, we describe cell-based models that can be utilized both for treatment prediction and for studying the complex mechanisms involved.
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