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Li Y, Guo L, Xie P, Liu Y, Li Y, Liu A, Li M. Systemic immune-related spleen radiomics predict progression-free survival in patients with locally advanced cervical cancer underwent definitive chemoradiotherapy. BMC Med Imaging 2024; 24:310. [PMID: 39548404 DOI: 10.1186/s12880-024-01492-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2024] [Accepted: 11/05/2024] [Indexed: 11/18/2024] Open
Abstract
PURPOSE Systemic immunity is essential for driving therapeutically induced antitumor immune responses, and the spleen may reflect alterations in systemic immunity. This study aimed to evaluate the predictive value of contrast-enhanced CT-based spleen radiomics for progression-free survival (PFS) in patients with locally advanced cervical cancer (LACC) who underwent definitive chemoradiotherapy (dCRT). Additionally, we investigated the role of spleen radiomics features and changes in spleen volume in assessing systemic immunity. METHODS This retrospective study included 257 patients with LACC who underwent dCRT. The patients were randomly divided into training and validation groups in a 7:3 ratio. Radiomic features were extracted from CT images obtained before and after dCRT. Radiomic scores (Radscore) were calculated using features selected through least absolute shrinkage and selection operator (LASSO) Cox regression. The percentage change in spleen volume was determined from measurements taken before and after treatment. Independent prognostic factors for PFS were identified through multivariate Cox regression analyses. Model performance was evaluated with the receiver operating characteristic (ROC) curve and the C-index. The Radscore cut-off value, determined from the ROC curve, was used to stratify patients into high- and low-risk survival groups. The Wilcoxon test was used to analyze differences in hematological parameters between different survival risk groups and between different spleen volume change groups. Spearman correlation analysis was used to explore the relationship between spleen volume change and hematological parameters. RESULTS Independent prognostic factors included FIGO stage, pre-treatment neutrophil-to-lymphocyte ratio (pre-NLR), spleen volume change, and Radscore. The radiomics-combined model demonstrated the best predictive performance for PFS in both the training group (AUC: 0.923, C-index: 0.884) and the validation group (AUC: 0.895, C-index: 0.834). Compared to the low-risk group, the high-risk group had higher pre-NLR (p = 0.0054) and post-NLR (p = 0.038). Additionally, compared to the decreased spleen volume group, the increased spleen volume group had lower post-NLR (p = 0.0059) and post-treatment platelet-to-lymphocyte ratio (p < 0.001). CONCLUSION Spleen radiomics combined with clinical features can effectively predict PFS in patients with LACC after dCRT. Furthermore, spleen radiomics features and changes in spleen volume can reflect alterations in systemic immunity.
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Affiliation(s)
- Yi Li
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University, Shandong Academy of Medical Sciences, Jinan, 250117, China
| | - Longxiang Guo
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University, Shandong Academy of Medical Sciences, Jinan, 250117, China
| | - Peng Xie
- Department of Gynecologic Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University, Shandong Academy of Medical Sciences, Jinan, China
| | - Yuhui Liu
- Department of Radiology, Shandong Cancer Hospital and Institute, Shandong First Medical University, Shandong Academy of Medical Sciences, Jinan, China
| | - Yuanlin Li
- School of Clinical Medicine, Shandong Second Medical University, Weifang, 261053, China
| | - Ao Liu
- Department of Radiation Oncology, Cheeloo College of Medicine, Qilu Hospital, Shandong University, Jinan, China.
- Department of Radiation Oncology, Cheeloo College of Medicine, Shandong Cancer Hospital, Shandong University, Jinan, China.
| | - Minghuan Li
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University, Shandong Academy of Medical Sciences, Jinan, 250117, China.
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Tian CF, Jing HY, Sinicrope FA, Wang JS, Gao BB, Sun XG, Yao ZG, Li LP, Saberzadeh-Ardestani B, Song W, Sha D. Tumor microenvironment characteristics association with clinical outcome in patients with resected intestinal-type gastric cancer. Oncologist 2024; 29:e1280-e1290. [PMID: 38907674 PMCID: PMC11448893 DOI: 10.1093/oncolo/oyae124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 05/04/2024] [Indexed: 06/24/2024] Open
Abstract
BACKGROUND Tumor microenvironment (TME) characteristics including tumor stroma ratio (TSR), tumor budding (TB), and tumor-infiltrating lymphocytes (TILs) were examined in resected gastric cancer. These TME features have been shown to indicate metastatic potential in colon cancer, and intestinal-type gastric cancer (IGC) has pathological similarities with that malignancy. METHODS TSR, TB, and TILs were quantified in routine histological sections from 493 patients with IGC who underwent radical resection at 2 university hospitals in China from 2010 to 2016. TME variables were dichotomized as follows: TSR (50%), TILs (median), TB per international guidelines (4 buds/0.785mm2), and platelet-lymphocyte ratio (PLR) per survival ROC. Association of TME features with patient clinicopathological characteristics, time-to-recurrence (TTR), and cancer-specific-survival (CSS) were examined using univariate and multivariate analysis, including a relative contribution analysis by Cox regression. RESULTS Patients whose tumors showed high TSR or high TB or low TILs were each significantly associated with increased T and N stage, higher histological grade, and poorer TTR and CSS at 5 years. Only TSR and N stage were independently associated with TTR and CSS after adjustment for covariates. PLR was only independently associated with TTR after adjustment for covariates. Among the variables examined, only TSR was significantly associated with both TTR (HR 1.72, 95% CI, 1.14-2.60, P = .01) and CSS (HR 1.62, 95% CI, 1.05-2.51, P = .03) multivariately. Relative contribution to TTR revealed that the top 3 contributors were N stage (45.1%), TSR (22.5%), and PLR (12.9%), while the top 3 contributors to CSS were N stage (59.9%), TSR (14.7%), and PLR (10.9%). CONCLUSIONS Among the examined TME features, TSR was the most robust for prognostication and was significantly associated with both TTR and CSS. Furthermore, the relative contribution of TSR to patient TTR and CSS was second only to nodal status.
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Affiliation(s)
- Chun-Fang Tian
- Department of Minimally Invasive Treatment of Cancer, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, Shandong, People's Republic of China
| | - Hai-Yan Jing
- Department of Pathology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, Shandong, People's Republic of China
| | - Frank A Sinicrope
- Department of Oncology, Mayo Clinic, Rochester, 55905, United States
| | - Jin-Shen Wang
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, Shandong, People's Republic of China
| | - Bin-Bin Gao
- Department of Minimally Invasive Treatment of Cancer, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, Shandong, People's Republic of China
| | - Xiao-Gang Sun
- Department of Minimally Invasive Treatment of Cancer, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, Shandong, People's Republic of China
| | - Zhi-Gang Yao
- Department of Pathology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, Shandong, People's Republic of China
| | - Le-Ping Li
- Department of Gastrointestinal Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, Shandong, People's Republic of China
| | | | - Wei Song
- Department of Minimally Invasive Treatment of Cancer, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, Shandong, People's Republic of China
| | - Dan Sha
- Department of Minimally Invasive Treatment of Cancer, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, Shandong, People's Republic of China
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Zhang Y, Zou J, Li L, Han M, Dong J, Wang X. Comprehensive assessment of postoperative recurrence and survival in patients with cervical cancer. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2024; 50:108583. [PMID: 39116515 DOI: 10.1016/j.ejso.2024.108583] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Revised: 07/22/2024] [Accepted: 08/02/2024] [Indexed: 08/10/2024]
Abstract
BACKGROUND The prediction of postoperative recurrence and survival in cervical cancer patients has been a major clinical challenge. The combination of clinical parameters, inflammatory markers, intravoxel incoherent motion diffusion-weighted imaging (IVIM-DWI), and MRI-derived radiomics is expected to support the prediction of recurrence-free survival (RFS), disease-free survival (DFS), tumor-specific survival (CSS), and overall survival (OS) of cervical cancer patients after surgery. METHODS A retrospective analysis of 181 cervical cancer patients with continuous follow-up was completed. The parameters of IVIM-DWI and radiomics were measured, analyzed, and screened. The LASSO regularization was used to calculate the radiomics score (Rad-score). Multivariate Cox regression analysis was used to construct nomogram models for predicting postoperative RFS, DFS, CSS, and OS in cervical cancer patients, with internal and external validation. RESULTS Clinical stage, parametrial infiltration, internal irradiation, D-value, and Rad-score were independent prognostic factors for RFS; Squamous cell carcinoma antigen, internal irradiation, D-value, f-value and Rad-score were independent prognostic factors for DFS; Maximum tumor diameter, lymph node metastasis, platelets, D-value and Rad-score were independent prognostic factors for CSS; Lymph node metastasis, systemic inflammation response index, D-value and Rad-score were independent prognostic factors for OS. The AUCs of each model predicting RFS, DFS, CSS, and OS at 1, 3, and 5 years were 0.985, 0.929, 0.910 and 0.833, 0.818, 0.816 and 0.832, 0.863, 0.891 and 0.804, 0.812, 0.870, respectively. CONCLUSIONS Nomograms based on clinical and imaging parameters showed high clinical value in predicting postoperative RFS, DFS, CSS, and OS of cervical cancer patients and can be used as prognostic markers.
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Affiliation(s)
- Yu Zhang
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, Anhui, China
| | - Jie Zou
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, Anhui, China
| | - Linrui Li
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, Anhui, China
| | - Mengyu Han
- Department of Radiology, The First Affiliated Hospital of the University of Science and Technology of Chinaa, Hefei, 230031, Anhui, China
| | - Jiangning Dong
- Department of Radiology, The First Affiliated Hospital of the University of Science and Technology of Chinaa, Hefei, 230031, Anhui, China.
| | - Xin Wang
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, 230022, Anhui, China.
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Garg M, Bhati P, Balaji G, Sasidharan A, Kalavagunta S, Vs S, Dutta D. Hematological Parameters at Baseline: A Novel Prognostic Factor for Cervical Cancer Patients Undergoing Concurrent Chemoradiotherapy in South India. Cureus 2024; 16:e69461. [PMID: 39411608 PMCID: PMC11478751 DOI: 10.7759/cureus.69461] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2024] [Accepted: 09/15/2024] [Indexed: 10/19/2024] Open
Abstract
Introduction In cervical cancer treatment, neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), and albumin-globulin ratio (AGR) are being studied as potential prognostic markers for predicting the effectiveness of concurrent chemoradiotherapy (CCRT). This study aims to investigate the relationship between these biomarkers and survival outcomes in cervical cancer patients undergoing CCRT. Materials and methods This retrospective study was conducted at Amrita Institute of Medical Sciences between January 2016 and December 2019. It included patients at any stage who received definitive CCRT and were followed for at least two years post-treatment. Patients who had initial surgery and those lost to follow-up were excluded. Results The study included 123 patients with a median age of 68. Most patients had stage IIB (39%) and squamous cell carcinoma (76.4%). With a median follow-up of 56 months, the five-year overall survival (OS) was 66.8%, progression-free survival (PFS) was 94%, and recurrence-free survival (RFS) was 81.2%. AGR (p = 0.001), NLR (p = 0.0001), and PLR (p = 0.001) were found to be significantly associated with OS, NLR (p = 0.002) and AGR (p = 0.001) significantly affected RFS, while only PLR (p = 0.02) significantly affected PFS on univariate analysis. NLR significantly impacted OS (p = 0.003) and RFS (p = 0.03) on multivariate analysis. Conclusion The results of our study showed that increased NLR and elevated levels of albumin indicate a higher likelihood of mortality. Furthermore, a higher NLR was linked to an increased probability of recurrence in patients with cervical cancer who received primary treatment with CCRT. Therefore, the identification of predictive biomarkers could significantly improve the assessment of progression risk, aiding in the selection of the most suitable treatment and personalized therapy.
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Affiliation(s)
- Monal Garg
- Gynecological Oncology, Amrita Institute of Medical Sciences, Kochi, IND
| | - Priya Bhati
- Gynecological Oncology, Amrita Institute of Medical Sciences, Kochi, IND
| | - Gautham Balaji
- Radiation Oncology, Amrita Institute of Medical Sciences, Kochi, IND
| | - Ajay Sasidharan
- Radiation Oncology, Amrita Institute of Medical Sciences, Kochi, IND
| | | | - Sheejamol Vs
- Biostatistics, Amrita Institute of Medical Sciences, Kochi, IND
| | - Debnarayan Dutta
- Radiation Oncology, Amrita Institute of Medical Sciences, Kochi, IND
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Qin L, Zhang L. The predictive value of serum inflammatory markers for the severity of cervical lesions. BMC Cancer 2024; 24:780. [PMID: 38943072 PMCID: PMC11212428 DOI: 10.1186/s12885-024-12561-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2024] [Accepted: 06/25/2024] [Indexed: 07/01/2024] Open
Abstract
OBJECTIVE Exploring the predictive value of NLR, PLR, MLR, and SII for the severity of cervical cancer screening abnormalities in patients. METHODS A retrospective analysis was conducted on the data of 324 patients suspected of cervical lesions due to abnormal TCT and/or HPV in our hospital from January 2023 to December 2023, who underwent colposcopy. The pathological results of colposcopic biopsy confirmed that there were 140 cases of chronic cervicitis, which classified as the group without cervical lesions. The cervical lesion group included 184 cases, including 91 cases of LSIL, 71 cases of HSIL, and 22 cases of cervical cancer. Compared the differences in preoperative peripheral blood NLR, PLR, MLR, and SII among different groups of patients, and evaluated their predictive value for the severity of cervical lesions using Receiver Operating Characteristic (ROC) curves. RESULTS The levels of NLR, PLR, and SII in the group without cervical lesions were lower than those in the group with cervical lesions (p < 0.05), and there was no statistically significant difference in MLR (p > 0.05). The comparison of NLR among LSIL, HSIL, and cervical cancer groups showed statistically significant differences (p < 0.05), while PLR, MLR, and SII showed no statistically significant differences (p > 0.05). The AUC of peripheral blood NLR, PLR, and SII for predicting cervical lesions were 0.569, 0.582, and 0.572, respectively. The optimal cutoff values were 2.3,176.48, and 603.56. The sensitivity and specificity were 38.6% and 73.6%, 28.8% and 85.7%, 37.5% and 76.4%, respectively. At the same time, the joint testing of the three had the highest efficiency, with sensitivity of 69% and specificity of 45%. CONCLUSION Although the peripheral blood NLR, PLR, and SII of the cervical lesions patients were higher than those without cervical lesions in cervical cancer screening abnormal patients, the predictive ROC curve discrimination was low. Therefore, it is not recommended to use preoperative peripheral blood inflammatory markers as markers for cervical cancer screening abnormal patient diversion.
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Affiliation(s)
- Lin Qin
- Senior Department of Obstetrics & Gynecology, the Seventh Medical Center of PLA General Hospital, Beijing, China.
| | - Lina Zhang
- Senior Department of Obstetrics & Gynecology, the Seventh Medical Center of PLA General Hospital, Beijing, China
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Xu J, Chen P, Cao S, Hu X, Li X. Prognostic value of systemic immune-inflammation index in patients with metastatic renal cell carcinoma treated with systemic therapy: a meta-analysis. Front Oncol 2024; 14:1404753. [PMID: 38962274 PMCID: PMC11220114 DOI: 10.3389/fonc.2024.1404753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Accepted: 06/05/2024] [Indexed: 07/05/2024] Open
Abstract
Objective A novel systemic immune-inflammation index (SII), based on the neutrophils, lymphocytes, and platelet counts, is associated with the prognosis of several cancers, including non-metastatic renal cell carcinoma (RCC). In the present study, we evaluate the prognostic significance of SII in patients with metastatic RCC (mRCC) treated with systemic therapy. Method Relevant studies were searched comprehensively from Web of Science, PubMed, Embase and the Cochrane Library up to January 2024. The pooled hazard ratio (HR) and 95% confidence interval (CI) were extracted from each study to evaluate the prognostic value of SII in patients with mRCC treated with tyrosine kinase inhibitor (TKI) or immune checkpoint inhibitor (ICI). Results A total of 12 studies including 4,238 patients were included in the final analysis. High SII was significantly correlated to poor overall survival (OS, HR = 1.88; 95% CI 1.60-2.21; P < 0.001) and progression-free survival (PFS, HR = 1.66; 95% CI 1.39-1.99; P < 0.001). Stratified by therapy, high SII was also related to the poor OS (TKI: HR = 1.63, P < 0.001; ICI: HR = 2.27, P < 0.001) and PFS (TKI: HR = 1.67, P < 0.001; ICI: HR = 1.88, P = 0.002). Conclusion In conclusion, high SII could serve as an unfavorable factor in patients with mRCC treated with systemic therapy. Stratified by therapies, the elevated SII was also associated with worse prognosis. Whereas, more prospective and large-scale studies are warranted to validate our findings. Systematic review registration https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42024522831, identifier CRD42024522831.
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Affiliation(s)
- Juan Xu
- Operating Room, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, Chengdu, China
| | - Pingrun Chen
- Department of Gastroenterology and Hepatology, West China Hospital, West China Medical School, Sichuan University, Chengdu, China
| | - Shangqi Cao
- Department of Urology, West China Hospital, West China Medical School, Sichuan University, Chengdu, China
| | - Xu Hu
- Department of Urology, West China Hospital, West China Medical School, Sichuan University, Chengdu, China
| | - Xiang Li
- Department of Urology, West China Hospital, West China Medical School, Sichuan University, Chengdu, China
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Wang L, Dong Y. Peripheral blood immune cell parameters in patients with high-grade squamous intraepithelial lesion (HSIL) and cervical cancer and their clinical value: a retrospective study. PeerJ 2024; 12:e17499. [PMID: 38846752 PMCID: PMC11155673 DOI: 10.7717/peerj.17499] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Accepted: 05/10/2024] [Indexed: 06/09/2024] Open
Abstract
Objective The objective of this study was to delineate the profile of peripheral blood lymphocytic indices in patients afflicted with high-grade squamous intraepithelial lesions (HSIL) and cervical neoplasms, and to elucidate the correlation of these hematologic markers with the clinicopathological spectra in individuals diagnosed with cervical carcinoma. Methods We adopted a retrospective case-control modality for this investigation. An aggregate of 39 HSIL patients and 42 cervical carcinoma patients, who were treated in our facility from July 2020 to September 2023, were meticulously selected. Each case of cervical malignancy was confirmed through rigorous histopathological scrutiny. Concomitantly, 31 healthy female individuals, who underwent prophylactic health evaluations during the corresponding timeframe, were enlisted as the baseline control group. We systematically gathered and analyzed clinical demographics, as well as the neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR), from peripheral blood samples. Pearson's correlation coefficient was deployed to dissect the interrelation between peripheral NLR and PLR concentrations and the clinicopathological features in the cervical cancer group. Results Inter-group comparative analysis unveiled statistically substantial variances in the PLR and NLR values among the tripartite clusters (F = 36.941, 14.998, P < 0.001, respectively). Although discrepancy in NLR (P = 0.061) and PLR (P = 0.759) measures between the groups of cervical carcinoma and HSIL was not statistically appreciable, these indices were markedly elevated in the cervical carcinoma faction as juxtaposed with the normative control group (t = 5.094, 5.927; P < 0.001 for both parameters). A discernible gradation in peripheral blood PLR and NLR concentrations was noted when stratified by clinical stage and the profundity of myometrial invasion in cervical cancer subjects (P < 0.001). The correlation matrix demonstrated a positive liaison between peripheral blood PLR and the clinical gradation, as well as the invasiveness of the neoplastic cells into the muscularis propria (P < 0.05); a similar trend was observed with the NLR values (P < 0.05). Conclusion Augmented NLR and PLR levels in peripheral blood specimens are indicative of HSIL and cervical malignancy. These hematological parameters exhibit a pronounced interconnection with clinical staging and muscular wall penetration depth, serving as potential discriminative biomarkers for the diagnosis and prognosis of cervical cancer.
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Affiliation(s)
- Ling Wang
- Medical Department, University Hospital, Qingdao Agriculture University, Qingdao, China
| | - Yuyan Dong
- Department of Obstetrics and Gynecology, Key Laboratory of Birth Regulation and Control Technology of National Health Commission of China, Shandong Provincial Maternal and Child Health Care Hospital Affiliated to Qingdao University, Jinan, China
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Guo Q, Gao Y, Lin Y, Li W, Zhang Z, Mao Y, Xu X. A nomogram of preoperative indicators predicting lymph vascular space invasion in cervical cancer. Arch Gynecol Obstet 2024; 309:2079-2087. [PMID: 38358484 DOI: 10.1007/s00404-024-07385-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2023] [Accepted: 01/08/2024] [Indexed: 02/16/2024]
Abstract
PURPOSE To develop predictive nomograms of lymph vascular space invasion (LVSI) in patients with early-stage cervical cancer. METHODS We identified 403 patients with cervical cancer from the Affiliated Hospital of Jiangnan University from January 2015 to December 2019. Patients were divided into the training set (n = 242) and the validation set (n = 161), with patients in the training set subdivided into LVSI (+) and LVSI (-) groups according to postoperative pathology. Preoperative hematologic indexes were compared between the two subgroups. Univariate and multivariate logistic regression analyses were used to analyze the independent risk factors for LVSI, from which a nomogram was constructed using the R package. RESULTS LVSI (+) was present in 94 out of 242 patients in the training set, accompanied by a significant increase in the preoperative squamous cell carcinoma antigen (SCC), white blood cells (WBC), neutrophil (NE), platelet (PLT), neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), systemic inflammation index (SII), and tumor size (P < 0.05). Univariate analysis showed that SCC, WBC, NE, NLR, PLR, SII, and tumor size were correlated with LVSI (P < 0.05), and multivariate analysis showed that tumor size, SCC, WBC, and NLR were independent risk factors for LVSI (P < 0.05). A nomogram was correspondingly established with good performance in predicting LVSI [training: ROC-AUC = 0.845 (95% CI: 0.731-0.843) and external validation: ROC-AUC = 0.704 (95% CI: 0.683-0.835)] and high accuracy (training: C-index = 0.787; external validation: C-index = 0.759). CONCLUSION The nomogram based on preoperative tumor size, SCC, WBC, and NLR had excellent accuracy and discriminative capability to assess the risk of LVSI in early-stage cervical cancer patients.
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Affiliation(s)
- Qu Guo
- Department of Gynecology, Affiliated Hospital of Jiangnan University, Wuxi, China
| | - Yufeng Gao
- Department of Gynecology, Affiliated Hospital of Jiangnan University, Wuxi, China
- Wuxi Medical College, Jiangnan University, Wuxi, China
| | - Yaying Lin
- Department of Gynecology, Affiliated Hospital of Jiangnan University, Wuxi, China
- Wuxi Medical College, Jiangnan University, Wuxi, China
| | - Weimin Li
- Ultrasonography Department, Affiliated Hospital of Jiangnan University, Wuxi, China
| | - Zhenyu Zhang
- Department of Gynecology, Affiliated Hospital of Jiangnan University, Wuxi, China
| | - Yurong Mao
- Department of Gynecology, Affiliated Hospital of Jiangnan University, Wuxi, China
| | - Xizhong Xu
- Department of Gynecology, Affiliated Hospital of Jiangnan University, Wuxi, China.
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Yu Z, Zhihui Q, Linrui L, Long L, Qibing W. Machine Learning-Based Models for Assessing Postoperative Risk Factors in Patients with Cervical Cancer. Acad Radiol 2024; 31:1410-1418. [PMID: 37891091 DOI: 10.1016/j.acra.2023.09.031] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Revised: 09/21/2023] [Accepted: 09/21/2023] [Indexed: 10/29/2023]
Abstract
RATIONALE AND OBJECTIVES To investigate the value of machine learning-based radiomics, intravoxel incoherent motion (IVIM) diffusion-weighted imaging and its combined model in predicting the postoperative risk factors of parametrial infiltration (PI), lymph node metastasis (LNM), deep muscle invasion (DMI), lymph-vascular space invasion (LVSI), pathological type (PT), differentiation degree (DD), and Ki-67 expression level in patients with cervical cancer. MATERIALS AND METHODS The data of 180 patients with cervical cancer were retrospectively analyzed and randomized 2:1 into a training and validation group. The IVIM-DWI and radiomics parameters of primary lesions were measured in all patients. Seven machine learning methods were used to calculate the optimal radiomics score (Rad-score), which was combined with IVIM-DWI and clinical parameters to construct nomograms for predicting the risk factors of cervical cancer, with internal and external validation. RESULTS The diagnostic efficacy of the nomograms based on clinical and imaging parameters was significantly better than MRI assessment alone. The area under the curve (AUC) of nomograms and MRI for the assessment of PI, LNM, and DMI were 0.981 vs 0.868, 0.848 vs 0.639, and 0.896 vs 0.780, respectively. Nomograms also performed well in the assessment of LVSI, PT, DD, and Ki-67 expression levels, with AUC of 0.796, 0.854, 0.806, 0.839 and 0.840, 0.856, 0.810, 0.832 in the training and validation groups. CONCLUSION Machine learning-based nomograms can serve as a useful tool for assessing postoperative risk factors in patients with cervical cancer.
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Affiliation(s)
- Zhang Yu
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, 81 Meishan Road, Hefei, Anhui 230000, China (Z.Y., Q.Z., L.L., W.Q.); Department of Radiology, West Branch of the First Affiliated Hospital of the University of Science and Technology of China, Hefei, Anhui 230001, China (Z.Y., L.L.)
| | - Qin Zhihui
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, 81 Meishan Road, Hefei, Anhui 230000, China (Z.Y., Q.Z., L.L., W.Q.)
| | - Li Linrui
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, 81 Meishan Road, Hefei, Anhui 230000, China (Z.Y., Q.Z., L.L., W.Q.); Department of Radiology, West Branch of the First Affiliated Hospital of the University of Science and Technology of China, Hefei, Anhui 230001, China (Z.Y., L.L.)
| | - Liu Long
- Department of Hepatobiliary and Pancreatic Surgery, The Second Hospital of Zhejiang University, Binjiang District, Zhejiang 310000, China (L.L.)
| | - Wu Qibing
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, 81 Meishan Road, Hefei, Anhui 230000, China (Z.Y., Q.Z., L.L., W.Q.).
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Liu H, Cui Y, Chang C, Zhou Z, Zhang Y, Ma C, Yin Y, Wang R. Development and validation of a 18F-FDG PET/CT radiomics nomogram for predicting progression free survival in locally advanced cervical cancer: a retrospective multicenter study. BMC Cancer 2024; 24:150. [PMID: 38291351 PMCID: PMC10826285 DOI: 10.1186/s12885-024-11917-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Accepted: 01/24/2024] [Indexed: 02/01/2024] Open
Abstract
BACKGROUND The existing staging system cannot meet the needs of accurate survival prediction. Accurate survival prediction for locally advanced cervical cancer (LACC) patients who have undergone concurrent radiochemotherapy (CCRT) can improve their treatment management. Thus, this present study aimed to develop and validate radiomics models based on pretreatment 18Fluorine-fluorodeoxyglucose (18F-FDG) positron emission tomography (PET)-computed tomography (CT) images to accurately predict the prognosis in patients. METHODS The data from 190 consecutive patients with LACC who underwent pretreatment 18F-FDG PET-CT and CCRT at two cancer hospitals were retrospectively analyzed; 176 patients from the same hospital were randomly divided into training (n = 117) and internal validation (n = 50) cohorts. Clinical features were selected from the training cohort using univariate and multivariate Cox proportional hazards models; radiomic features were extracted from PET and CT images and filtered using least absolute shrinkage and selection operator and Cox proportional hazard regression. Three prediction models and a nomogram were then constructed using the previously selected clinical, CT and PET radiomics features. The external validation cohort that was used to validate the models included 23 patients with LACC from another cancer hospital. The predictive performance of the constructed models was evaluated using receiver operator characteristic curves, Kaplan Meier curves, and a nomogram. RESULTS In total, one clinical, one PET radiomics, and three CT radiomics features were significantly associated with progression-free survival in the training cohort. Across all three cohorts, the combined model displayed better efficacy and clinical utility than any of these parameters alone in predicting 3-year progression-free survival (area under curve: 0.661, 0.718, and 0.775; C-index: 0.698, 0.724, and 0.705, respectively) and 5-year progression-free survival (area under curve: 0.661, 0.711, and 0.767; C-index, 0.698, 0.722, and 0.676, respectively). On subsequent construction of a nomogram, the calibration curve demonstrated good agreement between actually observed and nomogram-predicted values. CONCLUSIONS In this study, a clinico-radiomics prediction model was developed and successfully validated using an independent external validation cohort. The nomogram incorporating radiomics and clinical features could be a useful clinical tool for the early and accurate assessment of long-term prognosis in patients with LACC patients who undergo concurrent chemoradiotherapy.
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Affiliation(s)
- Huiling Liu
- Department of Radiation Oncology, The Third Affillated Teaching Hospital of Xinjiang Medical University, Affilated Cancer Hospital, Urumuqi, China
| | - Yongbin Cui
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University, Shandong Academy of Medical Sciences, Jinan, China
| | - Cheng Chang
- Department of Nuclear Medicine, Third Affiliated Hospital of Xinjiang Medical University, State Key Laboratory of Pathogenesis, Prevention and Treatment of High Incidence Diseases in Central Asia, Urumqi, China
| | - Zichun Zhou
- School of Mechanical, Electrical and Information Engineering, Shandong University, Weihai, China
| | - Yalin Zhang
- Department of Radiation Oncology, The Third Affillated Teaching Hospital of Xinjiang Medical University, Affilated Cancer Hospital, Urumuqi, China
- Xinjiang Key Laboratory of Oncology, Urumqi, China
- Key Laboratory of Cancer Immunotherapy and Radiotherapy, Chinese Academy of Medical Sciences, Urumqi, China
| | - Changsheng Ma
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University, Shandong Academy of Medical Sciences, Jinan, China
| | - Yong Yin
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University, Shandong Academy of Medical Sciences, Jinan, China.
| | - Ruozheng Wang
- Department of Radiation Oncology, The Third Affillated Teaching Hospital of Xinjiang Medical University, Affilated Cancer Hospital, Urumuqi, China.
- Xinjiang Key Laboratory of Oncology, Urumqi, China.
- Key Laboratory of Cancer Immunotherapy and Radiotherapy, Chinese Academy of Medical Sciences, Urumqi, China.
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11
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Bruno M, Bizzarri N, Teodorico E, Certelli C, Gallotta V, Pedone Anchora L, Fagotti A, Fanfani F, Scambia G, Ferrandina G. The potential role of systemic inflammatory markers in predicting recurrence in early-stage cervical cancer. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2024; 50:107311. [PMID: 38056022 DOI: 10.1016/j.ejso.2023.107311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Revised: 11/19/2023] [Accepted: 11/29/2023] [Indexed: 12/08/2023]
Abstract
INTRODUCTION The influence of systemic inflammatory markers on early-stage cervical cancer (ECC) patients is contradictory. No previous study analyzed whether these markers may be suggestive of recurrence. The aim of this study was to assess whether the inflammatory markers level of patients with recurrence during surveillance was different from those of patients without recurrence representing a risk factor for recurrence. METHODS Retrospective, single-center, observational study. Patients with 2009 FIGO EEC surgically treated between 2012 and 2019 were included. Baseline inflammatory markers were evaluated on the results of the complete blood count (CBC) and coagulation tests. Inflammatory markers of relapsed patients were evaluated on the last CBC performed before the relapse diagnosis. Inflammatory markers of patients with no recurrence were evaluated on the available CBC taken at the same median follow-up time as the one from relapsed patients. RESULTS 174 patients were included. Baseline Systemic immune inflammation index (SII) > 663 and Systemic inflammation response index (SIRI) > 0.98 were associated with significant risk of recurrence. SII>663 and Neutrophil to lymphocyte ratio (NLR) > 2.41 were associated with increased risk of death. Significant changes between relapsed (n = 23) and non-relapsed (n = 151) patients in median values of SII (615 versus 490, p-value = 0.001), SIRI (0.74 versus 1.05, p-value = 0.005), NRL (2.95 versus 2.15, p-value = 0.0035), and MLR (0.26 versus 0.22 p-value = 0.020), showed that different levels of inflammatory markers could help identifying recurrent disease during surveillance. CONCLUSION Baseline SII>663 and SIRI>0.98 were associated with increased risk of recurrence. Higher median values of SII, SIRI, NLR and MLR in relapsed patients highlight their potential association with recurrence.
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Affiliation(s)
- Matteo Bruno
- UOC Ginecologia Oncologica, Dipartimento per le Scienze della Salute della Donna e del Bambino e di Sanità Pubblica, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Nicolò Bizzarri
- UOC Ginecologia Oncologica, Dipartimento per le Scienze della Salute della Donna e del Bambino e di Sanità Pubblica, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy.
| | - Elena Teodorico
- UOC Ginecologia Oncologica, Dipartimento per le Scienze della Salute della Donna e del Bambino e di Sanità Pubblica, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Camilla Certelli
- UOC Ginecologia Oncologica, Dipartimento per le Scienze della Salute della Donna e del Bambino e di Sanità Pubblica, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Valerio Gallotta
- UOC Ginecologia Oncologica, Dipartimento per le Scienze della Salute della Donna e del Bambino e di Sanità Pubblica, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Luigi Pedone Anchora
- UOC Ginecologia Oncologica, Dipartimento per le Scienze della Salute della Donna e del Bambino e di Sanità Pubblica, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Anna Fagotti
- UOC Ginecologia Oncologica, Dipartimento per le Scienze della Salute della Donna e del Bambino e di Sanità Pubblica, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy; Università Cattolica del Sacro Cuore, Rome, Italy
| | - Francesco Fanfani
- UOC Ginecologia Oncologica, Dipartimento per le Scienze della Salute della Donna e del Bambino e di Sanità Pubblica, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy; Università Cattolica del Sacro Cuore, Rome, Italy
| | - Giovanni Scambia
- UOC Ginecologia Oncologica, Dipartimento per le Scienze della Salute della Donna e del Bambino e di Sanità Pubblica, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy; Università Cattolica del Sacro Cuore, Rome, Italy
| | - Gabriella Ferrandina
- UOC Ginecologia Oncologica, Dipartimento per le Scienze della Salute della Donna e del Bambino e di Sanità Pubblica, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy; Università Cattolica del Sacro Cuore, Rome, Italy
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12
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Zhao X, Yang Y, Pan Z, Lv W, Rao X, Wang X, Yu X. Plateletcrit is predictive of clinical outcome and prognosis for early-stage breast cancer: A retrospective cohort study based on propensity score matching. Cancer Med 2024; 13:e6944. [PMID: 38348939 PMCID: PMC10832319 DOI: 10.1002/cam4.6944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2023] [Revised: 12/12/2023] [Accepted: 01/06/2024] [Indexed: 02/15/2024] Open
Abstract
PURPOSE Breast cancer (BC) is diagnosed as the most common cancer in women in 2022 according to the American Cancer Society. It is essential to detect early and treat early. Several studies have shown that some blood parameters have important predictive value for BC. In this study, we aim to explore whether some immune-associated blood parameters are relevant to disease-free survival (DFS) in early-stage BC. METHODS A single-center, regression cohort study of 1490 patients with early-stage BC in Shanghai Cancer Center was conducted from January 2008 to December 2016. The patients were matched according to the ratio of 1:1 based on Propensity Score Matching (PSM). All patients who experienced disease progression were matched successfully. Thus, 58 pairs of subjects were obtained. Matched blood parameters were evaluated by paired samples t-test or Wilcoxon signed-rank test. Factors with statistical difference were further evaluated by stratified COX regression model. RESULTS Univariate analysis showed differences in platelet-related parameters (PLT, PCT, and PLR) and NLR between the two matched groups. However, stratified COX regression analysis, which ruled out the confounding effects of multiple factors, found that only PCT had prognostic value in early BC patients at baseline and study endpoint. Meanwhile, platelet-related parameters (PLT, MPV) and NLR were different in the progressive group by self before and after comparison. However, the multiple-factor analysis showed that only the NLR had prognostic value. ROC curve analysis indicated that the best sensitivity (65.45%) and specificity (78.18%) were obtained when the baseline PCT was 0.225. The optimal sensitivity (70.91%) and specificity (65.45%) were obtained when the PCT of disease progression was 0.215. The Kaplan-Meier curve was used to calculate the DFS rate based on the critical values of the two groups. CONCLUSIONS Some blood parameters have value to predict DFS in early-stage BC patients, especially platelet-associated parameters.
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Affiliation(s)
- Xu Zhao
- Department of Radiation OncologyFudan University Shanghai Cancer CenterShanghaiChina
- Department of Oncology, Shanghai Medical CollegeFudan UniversityShanghaiChina
- Shanghai Clinical Research Center for Radiation OncologyShanghaiChina
- Shanghai Key Laboratory of Radiation OncologyShanghaiChina
| | - Yilan Yang
- Department of Radiation OncologyFudan University Shanghai Cancer CenterShanghaiChina
- Department of Oncology, Shanghai Medical CollegeFudan UniversityShanghaiChina
- Shanghai Clinical Research Center for Radiation OncologyShanghaiChina
- Shanghai Key Laboratory of Radiation OncologyShanghaiChina
| | - Zhe Pan
- Department of Radiation OncologyFudan University Shanghai Cancer CenterShanghaiChina
- Department of Oncology, Shanghai Medical CollegeFudan UniversityShanghaiChina
- Shanghai Clinical Research Center for Radiation OncologyShanghaiChina
- Shanghai Key Laboratory of Radiation OncologyShanghaiChina
| | - Weiluo Lv
- Department of Radiation OncologyFudan University Shanghai Cancer CenterShanghaiChina
- Department of Oncology, Shanghai Medical CollegeFudan UniversityShanghaiChina
- Shanghai Clinical Research Center for Radiation OncologyShanghaiChina
- Shanghai Key Laboratory of Radiation OncologyShanghaiChina
| | - Xinxin Rao
- Department of Radiation OncologyFudan University Shanghai Cancer CenterShanghaiChina
- Department of Oncology, Shanghai Medical CollegeFudan UniversityShanghaiChina
- Shanghai Clinical Research Center for Radiation OncologyShanghaiChina
- Shanghai Key Laboratory of Radiation OncologyShanghaiChina
| | - Xuanyi Wang
- Department of Radiation OncologyFudan University Shanghai Cancer CenterShanghaiChina
- Department of Oncology, Shanghai Medical CollegeFudan UniversityShanghaiChina
- Shanghai Clinical Research Center for Radiation OncologyShanghaiChina
- Shanghai Key Laboratory of Radiation OncologyShanghaiChina
| | - Xiaoli Yu
- Department of Radiation OncologyFudan University Shanghai Cancer CenterShanghaiChina
- Department of Oncology, Shanghai Medical CollegeFudan UniversityShanghaiChina
- Shanghai Clinical Research Center for Radiation OncologyShanghaiChina
- Shanghai Key Laboratory of Radiation OncologyShanghaiChina
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13
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Kumar A, Gurram L, Naga Ch P, Nayak P, Mulye G, Chopra S, Engineer R, Shrivastava SK, Gupta S, Ghosh J, Gulia S, Agarwal JP, Mahantshetty U. Correlation of Hematological Parameters With Clinical Outcomes in Cervical Cancer Patients Treated With Radical Radio(chemo)therapy: A Retrospective Study. Int J Radiat Oncol Biol Phys 2024; 118:182-191. [PMID: 37506980 DOI: 10.1016/j.ijrobp.2023.07.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 07/02/2023] [Accepted: 07/14/2023] [Indexed: 07/30/2023]
Abstract
PURPOSE Variations in the levels of systemic inflammatory biomarker levels have been linked with outcomes in various malignancies including cervical cancer. In this study, we investigated prognostic implications of pretreatment hematological factors/indices in locally advanced cervical cancers treated with radical radio(chemo)therapy. METHODS AND MATERIALS Electronic medical records of 1051 patients with cervical cancer of FIGO (International Federation of Gynecology and Obstetrics) stage IB2-IVA treated in various prospective trials at our institute between 2003 and 2017 were reviewed. All clinical parameters such as age (dichotomized at the median), stage (IB2-IIB vs III-IVA), histologic type (squamous vs others), and hematological parameters (hemoglobin, platelets, absolute neutrophil count, absolute lymphocyte count, absolute monocyte count) were recorded. Neutrophil-to-lymphocyte ratio, platelet-to-lymphocyte ratio (PLR), lymphocyte-to-monocyte ratio (LMR), and prognostic nutritional index (PNI; defined as 10 × albumin concentration [g/dL] + 0.005 × total lymphocyte count [μL]) were calculated. Univariate and multivariate (Cox regression) analyses were performed to evaluate these factors with disease-free survival (DFS) and overall survival (OS). RESULTS With a median follow-up of 69 months, the 5-year DFS and OS were 65% and 69%, respectively. On multivariate analysis, FIGO stage (hazard ratio [HR], 1.9; P = .000) and PLR (HR, 1.002; P = .008) significantly affected DFS while FIGO stage (HR, 1.804; P = .000), LMR (HR, 0.92; P = .018), PNI (HR, 0.96; P = .013), and PLR (HR, 1.002; P = .006) significantly affected OS. Apart from FIGO stage, PLR significantly affected both DFS and OS. This correlation of hematological parameters is stronger in stage IIIB cervical cancer. CONCLUSIONS Hematological indices, including PNI, PLR, and LMR, can serve as reliable prognostic indicators for patients with cervical cancer. By incorporating these indices into routine assessment and monitoring, clinicians can better stratify patients, personalize treatment plans, and more accurately predict outcomes, ultimately improving patient care and management.
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Affiliation(s)
- Amrendra Kumar
- Department of Radiation Oncology, Tata Memorial hospital, Tata Memorial Centre, Homi Bhabha National Institute, Parel, Mumbai, Maharashtra, India
| | - Lavanya Gurram
- Department of Radiation Oncology, Tata Memorial hospital, Tata Memorial Centre, Homi Bhabha National Institute, Parel, Mumbai, Maharashtra, India.
| | - Pushpa Naga Ch
- Department of Radiation Oncology, Apollo Cancer Centre Amalodbhavi Nagar, Naga, Bengaluru, Karnataka, India
| | - Prashant Nayak
- Department of Radiation Oncology, Tata Memorial hospital, Tata Memorial Centre, Homi Bhabha National Institute, Parel, Mumbai, Maharashtra, India
| | - Gargee Mulye
- Department of Radiation Oncology, Tata Memorial hospital, Tata Memorial Centre, Homi Bhabha National Institute, Parel, Mumbai, Maharashtra, India
| | - Supriya Chopra
- Department of Radiation Oncology, Tata Memorial hospital, Tata Memorial Centre, Homi Bhabha National Institute, Parel, Mumbai, Maharashtra, India
| | - Reena Engineer
- Department of Radiation Oncology, Tata Memorial hospital, Tata Memorial Centre, Homi Bhabha National Institute, Parel, Mumbai, Maharashtra, India
| | - Shyam Kishore Shrivastava
- Department of Radiation Oncology, HCG ICS Khubchandani Cancer Centre Colaba, Mumbai, Maharashtra, India
| | - Sudeep Gupta
- Department of Medical Oncology, Tata Memorial Hospital, Tata Memorial Centre, Homi Bhabha National Institute, Parel, Mumbai, Maharashtra, India
| | - Jaya Ghosh
- Department of Medical Oncology, Tata Memorial Hospital, Tata Memorial Centre, Homi Bhabha National Institute, Parel, Mumbai, Maharashtra, India
| | - Seema Gulia
- Department of Medical Oncology, Tata Memorial Hospital, Tata Memorial Centre, Homi Bhabha National Institute, Parel, Mumbai, Maharashtra, India
| | - Jai Prakash Agarwal
- Department of Radiation Oncology, Tata Memorial hospital, Tata Memorial Centre, Homi Bhabha National Institute, Parel, Mumbai, Maharashtra, India
| | - Umesh Mahantshetty
- Homi Bhabha Cancer Hospital, Tata Memorial Centre, Homi Bhabha National Institute, Visakhapatnam, Andhra Pradesh, India
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14
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Yildirim HC, Kus F, Guven DC, Karaca E, Kaygusuz Y, Dizdar O, Aksoy S, Erman M, Yalcin S, Kilickap S. Mean Platelet Volume to Lymphocyte Ratio: A New Biomarker Predicting Response in Patients with Solid Tumors Treated with Nivolumab. JOURNAL OF IMMUNOTHERAPY AND PRECISION ONCOLOGY 2023; 6:170-176. [PMID: 38143956 PMCID: PMC10734395 DOI: 10.36401/jipo-23-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/05/2023] [Revised: 05/30/2023] [Accepted: 08/15/2023] [Indexed: 12/26/2023]
Abstract
Introduction Although immune checkpoint inhibitors (ICIs) are widely used in cancer treatment, identifying factors that predict treatment response remains a challenge in clinical practice. There is a need for biomarkers to identify patients who may not benefit from these treatments. It is crucial to identify a simple and cost-effective biomarker that can be easily incorporated into clinical practice. This study aims to investigate the mean platelet volume to lymphocyte ratio (MPVLR), as measured by a hemogram test, and median overall survival (mOS) in patients with cancer treated with nivolumab. Methods A total of 131 adult patients with metastatic cancer, including malignant melanoma (MM), renal cell carcinoma (RCC), non-small cell lung cancer (NSCLC), and head and neck cancer (HNC), were included in this study. Baseline demographics, ECOG (Eastern Cooperative Oncology Group) performance status, tumor type, and blood count parameters were recorded. Univariate and multivariate analyses were conducted to evaluate potential risk factors. Results The median age of the patients was 59.87 ± 11.97 years, and the median follow-up period was 20.20 months (IQR, 12.80-27.60). RCC (43.5%) and MM (25.9%) were the most common diagnoses. Patients with ECOG scores of 0-1 had a longer mOS than those with scores of 2-3 (mOS: 20.60 months [95% CI, 14.94-25.29] vs. 5.24 months [95% CI, 0-16.42], p < 0.001). Additionally, patients with lactate dehydrogenase (LDH) levels within the normal range had a longer mOS than those with high LDH levels (mOS: 24.54 months [95% CI, 14.13-34.96] vs. 13.10 months [95% CI, 4.49-21.72], p = 0.038). Patients with low MPVLR also had a longer mOS than those with high MPVLR (mOS: 33.70 months [95% CI, 25.99-41.42] vs. 11.07 months [95% CI, 6.89-15.24], p < 0.001). In the multivariate Cox regression analysis, high MPVLR, ECOG score of 2-3, and high LDH level were associated with shorter mOS (p < 0.001, p = 0.001, and p = 0.046, respectively). Conclusion This study demonstrates that MPVLR could serve as a novel biomarker for predicting response to nivolumab treatment. Incorporating MPVLR into clinical practice may aid in identifying patients who are less likely to benefit from the treatment.
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Affiliation(s)
- Hasan Cagri Yildirim
- Department of Medical Oncology, Hacettepe University Medical School, Ankara, Türkiye
| | - Fatih Kus
- Department of Medical Oncology, Hacettepe University Medical School, Ankara, Türkiye
| | - Deniz Can Guven
- Department of Medical Oncology, Hacettepe University Medical School, Ankara, Türkiye
| | - Ece Karaca
- Department of Internal Medicine, Hacettepe University Medical School, Ankara, Türkiye
| | - Yunus Kaygusuz
- Department of Internal Medicine, Hacettepe University Medical School, Ankara, Türkiye
| | - Omer Dizdar
- Department of Medical Oncology, Hacettepe University Medical School, Ankara, Türkiye
| | - Sercan Aksoy
- Department of Medical Oncology, Hacettepe University Medical School, Ankara, Türkiye
| | - Mustafa Erman
- Department of Medical Oncology, Hacettepe University Medical School, Ankara, Türkiye
| | - Suayib Yalcin
- Department of Medical Oncology, Hacettepe University Medical School, Ankara, Türkiye
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15
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Medici F, Ferioli M, Forlani L, Laghi V, Ma J, Cilla S, Buwenge M, Macchia G, Deodato F, Vadalà M, Malizia C, Tagliaferri L, Perrone AM, De Iaco P, Strigari L, Arcelli A, Morganti AG. Decoding the Complexity of Systemic Inflammation Predictors in Locally Advanced Cervical Cancer, with Hemoglobin as the Hidden Key (the ESTHER Study). Cancers (Basel) 2023; 15:5056. [PMID: 37894423 PMCID: PMC10605166 DOI: 10.3390/cancers15205056] [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: 08/30/2023] [Revised: 10/03/2023] [Accepted: 10/17/2023] [Indexed: 10/29/2023] Open
Abstract
Locally advanced cervical cancer (LACC) is treated with concurrent chemoradiation (CRT). Predictive models could improve the outcome through treatment personalization. Several factors influence prognosis in LACC, but the role of systemic inflammation indices (IIs) is unclear. This study aims to assess the correlation between IIs and prognosis in a large patient cohort considering several clinical data. We retrospectively analyzed pretreatment IIs (NLR, PLR, MLR, SII, LLR, COP-NLR, APRI, ALRI, SIRI, and ANRI) in 173 LACC patients. Patient, tumor, and treatment characteristics were also considered. Univariate and multivariate Cox's regressions were conducted to assess associations between IIs and clinical factors with local control (LC), distant metastasis-free survival (DMFS), disease-free survival (DFS), and overall survival (OS). Univariate analysis showed significant correlations between age, HB levels, tumor stage, FIGO stage, and CRT dose with survival outcomes. Specific pretreatment IIs (NLR, PLR, APRI, ANRI, and COP-NLR) demonstrated associations only with LC. The multivariate analysis confirmed Hb levels, CRT dose, and age as significant predictors of OS, while no II was correlated with any clinical outcome. The study findings contradict some prior research on IIs in LACC, emphasizing the need for comprehensive assessments of potential confounding variables.
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Affiliation(s)
- Federica Medici
- Radiation Oncology, Department of Medical and Surgical Sciences-DIMEC, Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy; (M.F.); (L.F.); (V.L.); (J.M.); (M.B.); (A.M.P.); (P.D.I.); (A.A.); (A.G.M.)
- Radiation Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Martina Ferioli
- Radiation Oncology, Department of Medical and Surgical Sciences-DIMEC, Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy; (M.F.); (L.F.); (V.L.); (J.M.); (M.B.); (A.M.P.); (P.D.I.); (A.A.); (A.G.M.)
| | - Ludovica Forlani
- Radiation Oncology, Department of Medical and Surgical Sciences-DIMEC, Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy; (M.F.); (L.F.); (V.L.); (J.M.); (M.B.); (A.M.P.); (P.D.I.); (A.A.); (A.G.M.)
- Radiation Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Viola Laghi
- Radiation Oncology, Department of Medical and Surgical Sciences-DIMEC, Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy; (M.F.); (L.F.); (V.L.); (J.M.); (M.B.); (A.M.P.); (P.D.I.); (A.A.); (A.G.M.)
- Radiation Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Johnny Ma
- Radiation Oncology, Department of Medical and Surgical Sciences-DIMEC, Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy; (M.F.); (L.F.); (V.L.); (J.M.); (M.B.); (A.M.P.); (P.D.I.); (A.A.); (A.G.M.)
- Radiation Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Savino Cilla
- Medical Physics Unit, Gemelli Molise Hospital-Università Cattolica del Sacro Cuore, 86100 Campobasso, Italy;
| | - Milly Buwenge
- Radiation Oncology, Department of Medical and Surgical Sciences-DIMEC, Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy; (M.F.); (L.F.); (V.L.); (J.M.); (M.B.); (A.M.P.); (P.D.I.); (A.A.); (A.G.M.)
| | - Gabriella Macchia
- Radiotherapy Unit, Gemelli Molise Hospital, Fondazione Policlinico Universitario A. Gemelli, IRCCS, 86100 Campobasso, Italy; (G.M.); (F.D.)
| | - Francesco Deodato
- Radiotherapy Unit, Gemelli Molise Hospital, Fondazione Policlinico Universitario A. Gemelli, IRCCS, 86100 Campobasso, Italy; (G.M.); (F.D.)
| | - Maria Vadalà
- Nuclear Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy; (M.V.); (C.M.)
| | - Claudio Malizia
- Nuclear Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy; (M.V.); (C.M.)
| | - Luca Tagliaferri
- UOC di Radioterapia Oncologica, Dipartimento Diagnostica per Immagini, Radioterapia Oncologica ed Ematologia, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Roma, Italy;
| | - Anna Myriam Perrone
- Radiation Oncology, Department of Medical and Surgical Sciences-DIMEC, Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy; (M.F.); (L.F.); (V.L.); (J.M.); (M.B.); (A.M.P.); (P.D.I.); (A.A.); (A.G.M.)
- Division of Gynecologic Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Pierandrea De Iaco
- Radiation Oncology, Department of Medical and Surgical Sciences-DIMEC, Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy; (M.F.); (L.F.); (V.L.); (J.M.); (M.B.); (A.M.P.); (P.D.I.); (A.A.); (A.G.M.)
- Division of Gynecologic Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Lidia Strigari
- Medical Physics, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy;
| | - Alessandra Arcelli
- Radiation Oncology, Department of Medical and Surgical Sciences-DIMEC, Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy; (M.F.); (L.F.); (V.L.); (J.M.); (M.B.); (A.M.P.); (P.D.I.); (A.A.); (A.G.M.)
- Radiation Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Alessio Giuseppe Morganti
- Radiation Oncology, Department of Medical and Surgical Sciences-DIMEC, Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy; (M.F.); (L.F.); (V.L.); (J.M.); (M.B.); (A.M.P.); (P.D.I.); (A.A.); (A.G.M.)
- Radiation Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
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Du JQ, Zhang F, Wang CQ, Zhu JF, Xu LX, Yang YH, Han MF, Hu Y. Effects of peripheral blood neutrophil/lymphocyte ratio levels and their changes on the prognosis of patients with early cervical cancer. Front Oncol 2023; 13:1139809. [PMID: 37829340 PMCID: PMC10565220 DOI: 10.3389/fonc.2023.1139809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Accepted: 09/13/2023] [Indexed: 10/14/2023] Open
Abstract
Although some studies have reported on the levels and clinical significance of peripheral blood neutrophil/lymphocyte ratio (NLR) in cervical cancer, the role of NLR levels and their changes preoperatively and postoperatively in early cervical cancer remain unclear. Our analyses explored the preoperative and postoperative NLR in 203 patients with stage I-IIA cervical cancer and evaluated the relationship between NLR changes, clinicopathological characteristics, and patient prognosis. The cut-off preoperative and postoperative NLR values were determined using receiver operating characteristic curve analysis. Preoperative NLR correlated with age, menopausal status, tumor size, and vascular infiltration, whereas postoperative NLR correlated with tumor differentiation. Patients with cervical cancer with a high preoperative NLR had significantly shorter overall survival (OS) and progression-free survival (PFS) than other patients, whereas PFS was significantly lower in the high postoperative NLR group. When comparing postoperative and preoperative NLR values, we observed a significantly higher rate of increase in postmenopausal patients and those without vascular infiltration than that among premenopausal patients and those with vascular infiltration. However, no clear difference in prognosis was observed between the groups with increased and decreased NLR. Therefore, a high peripheral blood NLR may predict a poor prognosis in patients with early cervical cancer. The effect of NLR changes on the prognosis of patients with cervical cancer requires further verification in multicenter studies.
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Affiliation(s)
- Jun-Qiang Du
- Department of Gynecology, Affiliated Dongyang Hospital of Wenzhou Medical University, Dongyang, Zhejiang, China
| | - Fan Zhang
- Department of Gynecology, Affiliated Dongyang Hospital of Wenzhou Medical University, Dongyang, Zhejiang, China
| | - Chao-Qun Wang
- Department of Pathology, Affiliated Dongyang Hospital of Wenzhou Medical University, Dongyang, Zhejiang, China
| | - Ju-Fan Zhu
- Department of Gynecology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Li-Xia Xu
- Department of Gynecology, Affiliated Dongyang Hospital of Wenzhou Medical University, Dongyang, Zhejiang, China
| | - Yi-Heng Yang
- Department of Gynecology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Meng-Fei Han
- Department of Gynecology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Yan Hu
- Department of Gynecology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
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Wang S, Wang Y, Zhuang J, Wu Y, Shi W, Wang L. Prognostic significance of index (LANR) composed of preoperative lymphocytes, albumin, and neutrophils in patients with stage IB-IIA cervical cancer. PLoS One 2023; 18:e0290905. [PMID: 37729271 PMCID: PMC10511094 DOI: 10.1371/journal.pone.0290905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Accepted: 08/17/2023] [Indexed: 09/22/2023] Open
Abstract
BACKGROUND The purpose of this study was to investigate the role of preoperative lymphocytes, albumin, neutrophils, and LANR in the prognosis of patients with stage IB-IIA cervical cancer (CC). METHODS We made a retrospective analysis of the clinical information and related materials of 202 patients with stage IB-IIA primary cervical cancer who had undergone a radical hysterectomy in the Department of Gynecology at the Affiliated Hospital of Jiangnan University between January 2017 and December 2018. The definition of LANR was as follows: LANR, lymphocyte × albumin / neutrophil. The receiver operating characteristic curve (ROC) was generated to determine the best cut-off values for these parameters, as well as the sensitivity and specificity of LANR in predicting recurrence and survival. The Kaplan-Meier method was employed to draw survival curves in our survival analysis. Univariate analysis, multifactorial analysis, and subgroup analysis were used to evaluate the prognostic significance of LANR in overall and progression-free survival. RESULTS The median follow-up time of the study was 55 months. In overall survival, the area under the curve for LANR was 0.704 (95% CI: 0.590-0.818, p<0.05). And in progression-free survival, the area under the curve for LANR was 0.745 (95% CI: 0.662-0.828, p<0.05). Univariate and multivariate analyses showed that the value of LANR was associated with both overall survival and progression-free survival (p< 0.05). Kaplan-Meier analysis demonstrated that OS (p< 0.001) and PFS (p< 0.001) in patients with high LANR levels were significantly higher than those with low LANR levels. CONCLUSIONS Our findings suggested that LANR might serve as a clinically reliable and effective independent prognostic indicator in patients with stage IB-IIA cervical cancer.
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Affiliation(s)
- Shan Wang
- Obstetrics, Gynecology and Reproduction Research, Affiliated Hospital of Jiangnan University, Wuxi, Jiangsu, P.R. China
| | - Yuan Wang
- Obstetrics, Gynecology and Reproduction Research, Affiliated Hospital of Jiangnan University, Wuxi, Jiangsu, P.R. China
| | - Jiaru Zhuang
- Obstetrics, Gynecology and Reproduction Research, Affiliated Hospital of Jiangnan University, Wuxi, Jiangsu, P.R. China
| | - Yibo Wu
- Obstetrics, Gynecology and Reproduction Research, Affiliated Hospital of Jiangnan University, Wuxi, Jiangsu, P.R. China
| | - Weifeng Shi
- Department of General surgery, Affiliated Hospital of Jiangnan University, Wuxi, Jiangsu, P.R. China
| | - Lei Wang
- Department of General surgery, Affiliated Hospital of Jiangnan University, Wuxi, Jiangsu, P.R. China
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18
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Ferioli M, Benini A, Malizia C, Forlani L, Medici F, Laghi V, Ma J, Galuppi A, Cilla S, Buwenge M, Macchia G, Zamagni C, Tagliaferri L, Perrone AM, De Iaco P, Strigari L, Morganti AG, Arcelli A. Classical Prognostic Factors Predict Prognosis Better than Inflammatory Indices in Locally Advanced Cervical Cancer: Results of a Comprehensive Observational Study including Tumor-, Patient-, and Treatment-Related Data (ESTHER Study). J Pers Med 2023; 13:1229. [PMID: 37623479 PMCID: PMC10456032 DOI: 10.3390/jpm13081229] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 06/12/2023] [Accepted: 07/28/2023] [Indexed: 08/26/2023] Open
Abstract
Systemic inflammation indices were found to be correlated with therapeutic outcome in several cancers. This study retrospectively analyzes the predictive role of a broad range of systemic inflammatory markers in patients with locally advanced cervical cancer (LACC) including patient-, tumor-, and treatment-related potential prognostic factors. All patients underwent definitive chemoradiation and pretreatment values of several inflammatory indices (neutrophil/lymphocyte ratio (NLR), platelet/lymphocyte ratio, monocyte/lymphocyte ratio, systemic immune inflammation index (SII), leukocyte/lymphocyte ratio, combination of platelet count and NLR, aspartate aminotransferase/platelet ratio index, aspartate aminotransferase/lymphocyte ratio index, systemic inflammatory response index, and aspartate transaminase/neutrophil ratio index) were calculated. Their correlation with local control (LC), distant metastasis-free (DMFS), disease-free (DFS), and overall survival (OS) was analyzed. One hundred and seventy-three patients were included. At multivariable analysis significant correlations were recorded among clinical outcomes and older age, advanced FIGO stage, lower hemoglobin levels, larger tumor size, and higher body mass index values. The multivariate analysis showed only the significant correlation between higher SII values and lower DMFS rates (p < 0.01). Our analysis showed no significant correlation between indices and DSF or OS. Further studies are needed to clarify the role of inflammation indices as candidates for inclusion in predictive models in this clinical setting.
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Affiliation(s)
- Martina Ferioli
- Radiation Oncology, Department of Medical and Surgical Sciences-DIMEC, Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy; (A.B.); (L.F.); (F.M.); (V.L.); (J.M.); (M.B.); (A.M.P.); (P.D.I.); (A.G.M.); (A.A.)
| | - Anna Benini
- Radiation Oncology, Department of Medical and Surgical Sciences-DIMEC, Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy; (A.B.); (L.F.); (F.M.); (V.L.); (J.M.); (M.B.); (A.M.P.); (P.D.I.); (A.G.M.); (A.A.)
- Radiation Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy;
| | - Claudio Malizia
- Nuclear Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy;
| | - Ludovica Forlani
- Radiation Oncology, Department of Medical and Surgical Sciences-DIMEC, Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy; (A.B.); (L.F.); (F.M.); (V.L.); (J.M.); (M.B.); (A.M.P.); (P.D.I.); (A.G.M.); (A.A.)
- Radiation Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy;
| | - Federica Medici
- Radiation Oncology, Department of Medical and Surgical Sciences-DIMEC, Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy; (A.B.); (L.F.); (F.M.); (V.L.); (J.M.); (M.B.); (A.M.P.); (P.D.I.); (A.G.M.); (A.A.)
- Radiation Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy;
| | - Viola Laghi
- Radiation Oncology, Department of Medical and Surgical Sciences-DIMEC, Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy; (A.B.); (L.F.); (F.M.); (V.L.); (J.M.); (M.B.); (A.M.P.); (P.D.I.); (A.G.M.); (A.A.)
- Radiation Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy;
| | - Johnny Ma
- Radiation Oncology, Department of Medical and Surgical Sciences-DIMEC, Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy; (A.B.); (L.F.); (F.M.); (V.L.); (J.M.); (M.B.); (A.M.P.); (P.D.I.); (A.G.M.); (A.A.)
- Radiation Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy;
| | - Andrea Galuppi
- Radiation Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy;
| | - Savino Cilla
- Medical Physics Unit, Gemelli Molise Hospital-Università Cattolica del Sacro Cuore, 86100 Campobasso, Italy;
| | - Milly Buwenge
- Radiation Oncology, Department of Medical and Surgical Sciences-DIMEC, Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy; (A.B.); (L.F.); (F.M.); (V.L.); (J.M.); (M.B.); (A.M.P.); (P.D.I.); (A.G.M.); (A.A.)
| | - Gabriella Macchia
- Radiotherapy Unit, Gemelli Molise Hospital, Fondazione Policlinico Universitario A. Gemelli, IRCCS, 86100 Campobasso, Italy;
| | - Claudio Zamagni
- Addarii Medical Oncology Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy;
| | - Luca Tagliaferri
- Gemelli ART (Advanced Radiation Therapy)—Interventional Oncology Center (IOC), Fondazione Policlinico Universitario Agostino Gemelli, IRCCS, 00168 Roma, Italy;
| | - Anna Myriam Perrone
- Radiation Oncology, Department of Medical and Surgical Sciences-DIMEC, Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy; (A.B.); (L.F.); (F.M.); (V.L.); (J.M.); (M.B.); (A.M.P.); (P.D.I.); (A.G.M.); (A.A.)
- Division of Gynecologic Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Pierandrea De Iaco
- Radiation Oncology, Department of Medical and Surgical Sciences-DIMEC, Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy; (A.B.); (L.F.); (F.M.); (V.L.); (J.M.); (M.B.); (A.M.P.); (P.D.I.); (A.G.M.); (A.A.)
- Division of Gynecologic Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
| | - Lidia Strigari
- Medical Physics, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy;
| | - Alessio Giuseppe Morganti
- Radiation Oncology, Department of Medical and Surgical Sciences-DIMEC, Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy; (A.B.); (L.F.); (F.M.); (V.L.); (J.M.); (M.B.); (A.M.P.); (P.D.I.); (A.G.M.); (A.A.)
- Radiation Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy;
| | - Alessandra Arcelli
- Radiation Oncology, Department of Medical and Surgical Sciences-DIMEC, Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy; (A.B.); (L.F.); (F.M.); (V.L.); (J.M.); (M.B.); (A.M.P.); (P.D.I.); (A.G.M.); (A.A.)
- Radiation Oncology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy;
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Zhao M, Gao Z, Gu X, Yang X, Wang S, Fu J. Predictive significance of lymphocyte level and neutrophil-to-lymphocyte ratio values during radiotherapy in cervical cancer treatment. Cancer Med 2023; 12:15820-15830. [PMID: 37325889 PMCID: PMC10469726 DOI: 10.1002/cam4.6221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 05/25/2023] [Accepted: 06/01/2023] [Indexed: 06/17/2023] Open
Abstract
OBJECTIVE The objective of this research was to analyze the prognostic significance of the minimum count of lymphocytes (LY) and the corresponding ratio of neutrophil-to-lymphocyte (NLR) in cervical cancer (CC) patients receiving radiotherapy. METHODS We retrospectively collected data from 202 CC patients who received concurrent chemoradiotherapy or radiotherapy alone at our hospital. Statistical methods including the Kaplan-Meier method, log-rank test and the Cox proportional hazards model were included to examine survival differences and identify independent factors that may affect overall survival (OS) and progression-free survival (PFS). RESULTS The research enrolled a total of 202 patients. Patients with higher LY levels and lower NLR values during radiotherapy had significantly better survival prognosis than those with lower LY levels and higher NLR values. Multivariate COX regression analysis revealed that FIGO stage I, pathological types of SqCC, absence of lymph node metastasis, concurrent chemoradiotherapy, higher LY levels during radiotherapy, and lower NLR values before radiotherapy were independently associated with poorer PFS. Similarly, FIGO stage I, absence of lymph node metastasis and lower NLR values during and before radiotherapy were independently linked with poorer OS. CONCLUSION Minimum LY value and its corresponding NLR during radiotherapy serve as prognostic factors for CC.
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Affiliation(s)
- Mengli Zhao
- Department of Radiation OncologyShanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of MedicineShanghaiChina
| | - Zhongrong Gao
- Department of Radiation OncologyShanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of MedicineShanghaiChina
| | - Xiaowei Gu
- Department of Radiation OncologyJiangyin Hospital Affiliated to Nantong UniversityJiangyinChina
| | - Xiaojing Yang
- Department of Radiation OncologyShanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of MedicineShanghaiChina
| | - Shanshan Wang
- Department of Radiation OncologyShanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of MedicineShanghaiChina
| | - Jie Fu
- Department of Radiation OncologyShanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of MedicineShanghaiChina
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Son J, Lin HY, Fu S, Biter AB, Dumbrava EE, Karp DD, Naing A, Pant S, Piha-Paul SA, Rodon J, Subbiah V, Tsimberidou AM, Yap TA, Frumovitz MM, Jazaeri AA, Ramirez PT, Westin SN, Yuan Y, Meric-Bernstam F, Hong DS. Predictors of Oncologic Outcome in Patients Receiving Phase I Investigational Therapy for Recurrent or Metastatic Cervical Cancer. JOURNAL OF IMMUNOTHERAPY AND PRECISION ONCOLOGY 2023; 6:10-18. [PMID: 36751659 PMCID: PMC9888522 DOI: 10.36401/jipo-22-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Revised: 11/04/2022] [Accepted: 11/21/2022] [Indexed: 01/11/2023]
Abstract
Introduction We aimed to identify clinical, pathologic, and treatment factors that are predictive of response and survival in patients with cervical cancer referred to phase I clinical trials. Methods Patients with cervical cancer who received at least one dose of a phase I investigational agent at our institution between 2014 and 2022 were included. The log-rank test was used to analyze differences in progression-free survival (PFS) and overall survival (OS), and multivariable regression analysis was performed. Results We included 65 patients with a median age of 41 years (range, 20-74), 3 prior therapies (range, 1-7), and 67.7% squamous carcinoma. The rate of distant metastasis at trial entry was 84.6%. The most common molecular alterations included PIK3CA (46.5%), PD-L1+ (46.2%), EPH (30.0%), and CREBBP (23.1%); 23.1% had received a prior checkpoint inhibitor. Phase I trials were for immunotherapy (58.5%) or targeted therapy (41.5%). The rate of biomarker matching was 21.5%. For all patients, median PFS was 3.6 months (95% CI, 2.0-5.2) and OS was 9.3 months (95% CI, 7.0-10.6). Factors at study entry associated with worse survival were presence of bone metastasis (PFS 1.6 vs 4.4 months: hazard ratio [HR], 2.8; p = 0.001; OS 3.8 vs 10.0 months: HR, 3.9; p < 0.0001) and absolute lymphocyte count below 1000/μL (PFS 1.8 vs 5.2 months: HR, 2.9; p = 0.0004; OS 7.0 vs 10.6 months: HR, 3.2; p = 0.0009). Factors associated only with worse OS were absolute neutrophil count above 4700/μL, hemoglobin below 10.5 g/dL, and smoking status. Grade 3+ treatment-related adverse events were seen in 16.9% of cases. Conclusion Bone metastasis and absolute lymphocyte count below normal range at phase I study entry portend poor survival in patients with recurrent or metastatic cervical cancer.
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Affiliation(s)
- Ji Son
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Heather Y. Lin
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Siqing Fu
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Amadeo B. Biter
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Ecaterina E. Dumbrava
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Daniel D. Karp
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Aung Naing
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Shubham Pant
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Sarina A. Piha-Paul
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Jordi Rodon
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Vivek Subbiah
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Apostolia M. Tsimberidou
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Timothy A. Yap
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Michael M. Frumovitz
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Amir A. Jazaeri
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Pedro T. Ramirez
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Shannon N. Westin
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Ying Yuan
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Funda Meric-Bernstam
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - David S. Hong
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
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Huang G, Gao H, Chen Y, Lin W, Shen J, Xu S, Liu D, Wu Z, Lin X, Jiang T, Dong B, Sun P. Platelet-to-Lymphocyte Ratio (PLR) as the Prognostic Factor for Recurrence/Residual Disease in HSIL Patients After LEEP. J Inflamm Res 2023; 16:1923-1936. [PMID: 37152868 PMCID: PMC10162391 DOI: 10.2147/jir.s406082] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Accepted: 04/19/2023] [Indexed: 05/09/2023] Open
Abstract
Purpose The platelet-to-lymphocyte ratio (PLR) is considered correlated with cancer prognosis including cervical cancer, in addition to high-risk papillomavirus (HR-HPV) infection, of which the predictive value in prognosis of high-grade squamous intraepithelial lesions (HSILs) remains unknown. Here, the prognostic predictive value of PLR in HSIL after loop electrosurgical excision procedure (LEEP) was evaluated. Patients and Methods This study included 335 nonpregnant participants with histopathologically confirmed HSIL and 3- and 5-year follow-ups from the Fujian Cervical Lesions Screening Cohorts (FCLSCs) between September 2016 and September 2018. PLR and other variables were evaluated to identify the factors related to the recurrence/residual cervical intraepithelial neoplasia (CIN)-free survival (RFS), namely, the time from LEEP at baseline to first detection of recurrence/residual CIN or end of follow-up, by logistic and Cox regression. Results In the Kaplan‒Meier analysis, HR-HPV infection (p=0.049/0.012), higher PLR (p=0.031/0.038), and gland invasion (p=0.047) had a higher risk for recurrence/residual CIN at the 3-/5-year follow-up. The univariate logistic and Cox regression analyses showed significant differences and a higher cumulative risk in patients with HR-HPV infection (OR=3.917, p=0.026; HR=3.996, p=0.020) and higher PLR (OR=2.295, p=0.041; HR=2.161, p=0.030) at the 5-year follow-up. The findings by multivariate Cox regression analysis were similar, indicating a poor prognosis for patients with HR-HPV infection (HR=3.901, p=0.023) and higher PLR (HR=2.082, p=0.038) at the 5-year follow-up. The calibration plot showed a better model fit for RFS at the 3-year follow-up. Conclusion Preoperative PLR level and HR-HPV infection could be available markers for predicting recurrence/residual disease of HSIL after LEEP. Clinically, combining PLR with HR-HPV tests may provide novel evaluation method and reference for management in post-treatment patients with cervical precancerous lesions.
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Affiliation(s)
- Guanxiang Huang
- Laboratory of Gynecologic Oncology, Fujian Maternity and Child Health Hospital, College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, Fuzhou, Fujian, 350001, People’s Republic of China
- Fujian Key Laboratory of Women and Children’s Critical Diseases Research, Fujian Maternity and Child Health Hospital (Fujian Women and Children’s Hospital), Fuzhou, Fujian, 350001, People’s Republic of China
- Fujian Clinical Research Center for Gynecological Oncology, Fujian Maternity and Child Health Hospital (Fujian Obstetrics and Gynecology Hospital), Fuzhou, Fujian, 350001, People’s Republic of China
| | - Hangjing Gao
- Laboratory of Gynecologic Oncology, Fujian Maternity and Child Health Hospital, College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, Fuzhou, Fujian, 350001, People’s Republic of China
- Fujian Key Laboratory of Women and Children’s Critical Diseases Research, Fujian Maternity and Child Health Hospital (Fujian Women and Children’s Hospital), Fuzhou, Fujian, 350001, People’s Republic of China
- Fujian Clinical Research Center for Gynecological Oncology, Fujian Maternity and Child Health Hospital (Fujian Obstetrics and Gynecology Hospital), Fuzhou, Fujian, 350001, People’s Republic of China
| | - Yanlin Chen
- Laboratory of Gynecologic Oncology, Fujian Maternity and Child Health Hospital, College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, Fuzhou, Fujian, 350001, People’s Republic of China
- Fujian Key Laboratory of Women and Children’s Critical Diseases Research, Fujian Maternity and Child Health Hospital (Fujian Women and Children’s Hospital), Fuzhou, Fujian, 350001, People’s Republic of China
| | - Wenyu Lin
- Laboratory of Gynecologic Oncology, Fujian Maternity and Child Health Hospital, College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, Fuzhou, Fujian, 350001, People’s Republic of China
- Fujian Key Laboratory of Women and Children’s Critical Diseases Research, Fujian Maternity and Child Health Hospital (Fujian Women and Children’s Hospital), Fuzhou, Fujian, 350001, People’s Republic of China
- Fujian Clinical Research Center for Gynecological Oncology, Fujian Maternity and Child Health Hospital (Fujian Obstetrics and Gynecology Hospital), Fuzhou, Fujian, 350001, People’s Republic of China
| | - Jun Shen
- Fujian Provincial Cervical Disease Diagnosis and Treatment Health Center, Fujian Maternity and Child Health Hospital, Fujian Maternity and Child Health Hospital, Fuzhou, Fujian, 350001, People’s Republic of China
| | - Shuxia Xu
- Department of Pathology, Fujian Maternity and Child Health Hospital, Fuzhou, Fujian, 350001, People’s Republic of China
| | - Dabin Liu
- Department of Gynecology, Fujian Maternity and Child Health Hospital, Fuzhou, Fujian, 350001, People’s Republic of China
| | - Zhihui Wu
- Department of Clinical Laboratory, Fujian Maternity and Child Health Hospital, Fuzhou, Fujian, 350001, People’s Republic of China
| | - Xite Lin
- Laboratory of Gynecologic Oncology, Fujian Maternity and Child Health Hospital, College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, Fuzhou, Fujian, 350001, People’s Republic of China
- Fujian Key Laboratory of Women and Children’s Critical Diseases Research, Fujian Maternity and Child Health Hospital (Fujian Women and Children’s Hospital), Fuzhou, Fujian, 350001, People’s Republic of China
- Fujian Clinical Research Center for Gynecological Oncology, Fujian Maternity and Child Health Hospital (Fujian Obstetrics and Gynecology Hospital), Fuzhou, Fujian, 350001, People’s Republic of China
| | - Tingting Jiang
- Laboratory of Gynecologic Oncology, Fujian Maternity and Child Health Hospital, College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, Fuzhou, Fujian, 350001, People’s Republic of China
- Fujian Key Laboratory of Women and Children’s Critical Diseases Research, Fujian Maternity and Child Health Hospital (Fujian Women and Children’s Hospital), Fuzhou, Fujian, 350001, People’s Republic of China
- Fujian Clinical Research Center for Gynecological Oncology, Fujian Maternity and Child Health Hospital (Fujian Obstetrics and Gynecology Hospital), Fuzhou, Fujian, 350001, People’s Republic of China
| | - Binhua Dong
- Laboratory of Gynecologic Oncology, Fujian Maternity and Child Health Hospital, College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, Fuzhou, Fujian, 350001, People’s Republic of China
- Fujian Key Laboratory of Women and Children’s Critical Diseases Research, Fujian Maternity and Child Health Hospital (Fujian Women and Children’s Hospital), Fuzhou, Fujian, 350001, People’s Republic of China
- Fujian Clinical Research Center for Gynecological Oncology, Fujian Maternity and Child Health Hospital (Fujian Obstetrics and Gynecology Hospital), Fuzhou, Fujian, 350001, People’s Republic of China
| | - Pengming Sun
- Laboratory of Gynecologic Oncology, Fujian Maternity and Child Health Hospital, College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, Fuzhou, Fujian, 350001, People’s Republic of China
- Fujian Key Laboratory of Women and Children’s Critical Diseases Research, Fujian Maternity and Child Health Hospital (Fujian Women and Children’s Hospital), Fuzhou, Fujian, 350001, People’s Republic of China
- Fujian Clinical Research Center for Gynecological Oncology, Fujian Maternity and Child Health Hospital (Fujian Obstetrics and Gynecology Hospital), Fuzhou, Fujian, 350001, People’s Republic of China
- Correspondence: Pengming Sun; Binhua Dong, Laboratory of Gynecologic Oncology, Department of Gynecology, Fujian Maternity and Child Health Hospital, College of Clinical Medicine for Obstetrics & Gynecology and Pediatrics, Fujian Medical University, Fuzhou, Fujian, 350001, People’s Republic of China, Tel +86-591-87558732; +86-13599071900, Fax +86-591-87551247, Email ; ; ;
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22
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Jiang P, Kong W, Gong C, Chen Y, Li F, Xu L, Yang Y, Gou S, Hu Z. Predicting the Recurrence of Operable Cervical Cancer Patients Based on Hemoglobin, Albumin, Lymphocyte, and Platelet (HALP) Score and Classical Clinicopathological Parameters. J Inflamm Res 2022; 15:5265-5281. [PMID: 36120183 PMCID: PMC9481301 DOI: 10.2147/jir.s383742] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Accepted: 09/07/2022] [Indexed: 11/23/2022] Open
Abstract
Objective The purpose of this study was to evaluate the prognostic value of hemoglobin, albumin, lymphocyte, and platelet (HALP) score in patients with operable cervical cancer, and on this basis, combined with classical clinicopathological parameters to predict the recurrence of patients. Methods A total of 1580 patients with stage IA-IIA cervical cancer were randomly divided into training cohort (n=1054) and validation cohort (n=526) according to the predefined ratio of 2:1. In the training cohort, the receiver operating characteristic (ROC) curve and Youden index were used to determine the optimal threshold of HALP score for predicting cervical cancer recurrence. On this basis, the independent related factors with cervical cancer recurrence were screened through univariate and multivariate Cox regression analysis, and then a nomogram model was further established. The internal and external validation of the model was carried out in the training cohort and the validation cohort respectively through the consistency index (C-index) and calibration curve. Results ROC curve and Youden index showed that the optimal threshold of HALP score for predicting cervical cancer recurrence was 39.50. Multivariate analysis confirmed that HALP score and some other classic clinicopathological parameters were independently associated with cervical cancer recurrence. Based on the results of multivariate analysis, a nomogram model for predicting cervical cancer recurrence was successfully constructed. The internal and external calibration curves showed that the fitting degree of the model was good, and the C-index (the C-index of the training cohort and the validation cohort were 0.862 and 0.847, respectively) showed that the prediction accuracy of the model proposed in this study was better than other similar models. Conclusion HALP score may be a novel predictor for predicting the cervical cancer recurrence. Nomogram model based on HALP score and classical clinicopathological parameters can better predict the recurrence of cervical cancer.
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Affiliation(s)
- Peng Jiang
- Department of Gynecology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, People's Republic of China
| | - Wei Kong
- Department of Gynecology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, People's Republic of China
| | - Chunxia Gong
- Department of Obstetrics and Gynecology, Women and Children's Hospital of Chongqing Medical University, Chongqing, People's Republic of China
| | - Yanlin Chen
- Department of Pathology, Women and Children's Hospital of Chongqing Medical University, Chongqing, People's Republic of China
| | - Fenglian Li
- Department of Gynecology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, People's Republic of China
| | - Lingya Xu
- Department of Gynecology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, People's Republic of China
| | - Yang Yang
- Department of Gynecology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, People's Republic of China
| | - Shikai Gou
- Department of Gynecology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, People's Republic of China
| | - Zhuoying Hu
- Department of Gynecology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, People's Republic of China
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23
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Song Y, Tian J, Yang L, Zhang Y, Dong Z, Ding H, Wang J, Wang Y, Wang H, Wang Z. Prognostic value of preoperative platelet-related parameters and plasma fibrinogen in patients with non-muscle invasive bladder cancer after transurethral resection of bladder tumor. Future Oncol 2022; 18:2933-2942. [PMID: 35880441 DOI: 10.2217/fon-2022-0223] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/09/2022] Open
Abstract
Aim: To investigate the prognostic value of preoperative mean platelet volume (MPV), MPV/lymphocyte ratio (MPVLR), MPV/platelet count ratio and plasma fibrinogen in patients with non-muscle invasive bladder cancer (NMIBC) after transurethral resection of bladder tumor (TURBT). Methods: A total of 371 patients who underwent TURBT were enrolled. The main end points were disease-free survival (DFS) and overall survival (OS). Results: MPVLR, tumor size, tumor number and pathological grade were independent risk factors for postoperative DFS. Age and pathological grade were independent risk factors for postoperative OS. Conclusion: MPVLR is an independent risk factor for DFS in NMIBC patients and could be used as a parameter to predict postoperative tumor recurrence in patients after TURBT.
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Affiliation(s)
- Yutong Song
- Institute of Urology, Lanzhou University Second Hospital, Key Laboratory of Gansu Province for Urological Diseases, Clinical Center of Gansu Province for Nephro-urology, Lanzhou University, Lanzhou, China
| | - Junqiang Tian
- Institute of Urology, Lanzhou University Second Hospital, Key Laboratory of Gansu Province for Urological Diseases, Clinical Center of Gansu Province for Nephro-urology, Lanzhou University, Lanzhou, China
| | - Li Yang
- Institute of Urology, Lanzhou University Second Hospital, Key Laboratory of Gansu Province for Urological Diseases, Clinical Center of Gansu Province for Nephro-urology, Lanzhou University, Lanzhou, China
| | - Yunxin Zhang
- Institute of Urology, Lanzhou University Second Hospital, Key Laboratory of Gansu Province for Urological Diseases, Clinical Center of Gansu Province for Nephro-urology, Lanzhou University, Lanzhou, China
| | - Zhilong Dong
- Institute of Urology, Lanzhou University Second Hospital, Key Laboratory of Gansu Province for Urological Diseases, Clinical Center of Gansu Province for Nephro-urology, Lanzhou University, Lanzhou, China
| | - Hui Ding
- Institute of Urology, Lanzhou University Second Hospital, Key Laboratory of Gansu Province for Urological Diseases, Clinical Center of Gansu Province for Nephro-urology, Lanzhou University, Lanzhou, China
| | - Juan Wang
- Institute of Urology, Lanzhou University Second Hospital, Key Laboratory of Gansu Province for Urological Diseases, Clinical Center of Gansu Province for Nephro-urology, Lanzhou University, Lanzhou, China
| | - Yuhan Wang
- Institute of Urology, Lanzhou University Second Hospital, Key Laboratory of Gansu Province for Urological Diseases, Clinical Center of Gansu Province for Nephro-urology, Lanzhou University, Lanzhou, China
| | - Hanzhang Wang
- Department of Urology, The University of Texas Health Science Center at San Antonio, 7703 Floyd Curl Drive, San Antonio, TX 78229-3900, USA
| | - Zhiping Wang
- Institute of Urology, Lanzhou University Second Hospital, Key Laboratory of Gansu Province for Urological Diseases, Clinical Center of Gansu Province for Nephro-urology, Lanzhou University, Lanzhou, China
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24
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Ayhan S, Akar S, Kar İ, Turan AT, Türkmen O, Kiliç F, Aytekin O, Ersak B, Ceylan Ö, Moraloğlu Tekin Ö, Kimyon Comert G. Prognostic value of systemic inflammatory response markers in cervical cancer. J OBSTET GYNAECOL 2022; 42:2411-2419. [PMID: 35659170 DOI: 10.1080/01443615.2022.2069482] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
We investigated the association between preoperative ratios of inflammatory markers and the prognosis in patients with invasive cervical cancer (CC). In this single-centre study, we retrospectively enrolled 163 CC patients who underwent radical hysterectomy between February 2008 and October 2018. Among the evaluated ratios, a high neutrophil-to-lymphocyte ratio (N/L) was significantly associated with deep stromal invasion and tumour size larger than 2 cm, whereas a high M/L was significantly related to advanced-stage CC (IB3-IIIC2), lymphatic metastasis (total) and pelvic lymph node metastasis (p= .002, p= .046 and p= .046, respectively). The neutrophil count plus monocyte-to-lymphocyte ratio (NM/L) and platelet-to-lymphocyte ratio (P/L) were significantly higher in patients with deep stromal invasion, advanced stage and tumour size larger than 2 cm (p=.01, p=.044 and p=.007; p=.004, p=.005 and p=.003, respectively). In the multivariate analysis, high NM/L (>168) was associated with a statistically significant hazard ratio of 3.04 (95% CI: (1.38-6.72); p=.006) for recurrence and 9.05 (95% CI: (2.10-38.99); p=.003) for death. Both stage and NM/L are independent prognostic factors that are significantly associated with recurrence and overall survival in CC.Impact StatementWhat is already known on this subject? Previous studies suggested that there is a relationship between inflammation and the formation, development and progression of cancer. However, the relationship between cervical cancer (CC) and inflammatory blood parameters is incompletely understood.What do the results of this study add? This study investigated the relationship between systemic blood inflammatory ratios and clinicopathological patient characteristics and disease outcomes in CC.What are the implications of these findings for clinical practice and/or further research? According to this study, systemic blood inflammatory ratios may help predict the prognosis and survival of patients with CC.
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Affiliation(s)
- Sevgi Ayhan
- Department of Gynecologic Oncology, University of Health Sciences, Ankara City Hospital, Ankara, Turkey
| | - Serra Akar
- Department of Gynecologic Oncology, University of Health Sciences, Ankara City Hospital, Ankara, Turkey
| | - İrem Kar
- Department of Biostatistics, Ankara University School of Medicine, Ankara, Turkey
| | - Ahmet Taner Turan
- Department of Gynecologic Oncology, University of Health Sciences, Ankara City Hospital, Ankara, Turkey
| | - Osman Türkmen
- Department of Gynecologic Oncology, University of Health Sciences, Ankara City Hospital, Ankara, Turkey
| | - Fatih Kiliç
- Department of Gynecologic Oncology, University of Health Sciences, Ankara City Hospital, Ankara, Turkey
| | - Okan Aytekin
- Department of Gynecologic Oncology, University of Health Sciences, Ankara City Hospital, Ankara, Turkey
| | - Burak Ersak
- Department of Gynecologic Oncology, University of Health Sciences, Ankara City Hospital, Ankara, Turkey
| | - Özgün Ceylan
- Department of Gynecologic Oncology, University of Health Sciences, Ankara City Hospital, Ankara, Turkey
| | - Özlem Moraloğlu Tekin
- Department of Gynecologic Oncology, University of Health Sciences, Ankara City Hospital, Ankara, Turkey
| | - Günsu Kimyon Comert
- Department of Gynecologic Oncology, University of Health Sciences, Ankara City Hospital, Ankara, Turkey
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25
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Zhang G, Wang C, Ma C, Miao L, He F, Fu C. A Novel Risk Factor for Para-Aortic Lymph Node Recurrence After Definite Pelvic Radiotherapy in Stage IIIB Cervical Cancer. Technol Cancer Res Treat 2022; 21:15330338221141541. [DOI: 10.1177/15330338221141541] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
Background: Studies determining which patients with International Federation of Gynecology and Obstetrics (FIGO) stage IIIB disease benefit from prophylactic extended-field irradiation (EFRT), which can reduce para-aortic lymph node (PALN) failure rates, are limited. The study was designed to evaluate the value of the controlling nutritional status (CONUT) score as a risk factor for predicting PALN recurrence and identifying potential indications of prophylactic EFRT. Methods: From 2010 to 2015, a retrospective review was conducted among patients with FIGO stage IIIB cervical cancer who were treated with definitive pelvic radiotherapy or concurrent chemoradiotherapy. We analyzed para-aortic lymph node metastasis-free survival (PALNMFS) using Kaplan-Meier curves. Multivariate analyses were performed using Cox regression models. Results: A total of 116 patients with FIGO stage IIIB cervical cancer were included in the study and the median follow-up was 42.2 months (range: 3.5-104.2 months). Multivariate analysis revealed that the CONUT score (HR: 3.141; 95% CI: 2.321-5.436; P < .001) and ≥3 pelvic lymph node metastases (HR: 2.235; 95% CI: 1.428-11.242; P < .001) were independent risk predictors of PALNMFS. Compared with the low CONUT group (score<3), the high CONUT group (score≥3) was associated with a significantly worse 3-year disease-free survival rate (46.9 vs 69.5%, P = .001), a significantly lower 3-year overall survival rate (68.5 vs 79.7%, P = .016) and a significantly lower PALNMFS rate (74.8 vs 96.4%, P < .001). Conclusions: A high CONUT score (score≥3) and ≥3 pelvic metastatic lymph nodes were significant predictors of PALNMFS after pelvic radiation in FIGO stage IIIB cervical cancer patients. Patients with these risk factors might benefit from prophylactic EFRT.
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Affiliation(s)
- Guangyu Zhang
- Department of Radiation Oncology, Qilu Hospital of Shandong University, Jinan, China
| | - Cong Wang
- Department of Gynecology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - Changdong Ma
- Department of Radiation Oncology, Qilu Hospital of Shandong University, Jinan, China
| | - Li Miao
- Department of Radiation Oncology, Qilu Hospital of Shandong University, Jinan, China
| | - Fangfang He
- Department of Radiation Oncology, Qilu Hospital of Shandong University, Jinan, China
| | - Chunli Fu
- Department of Geriatric Medicine, Qilu Hospital of Shandong University, Jinan, China
- Key Laboratory of Cardiovascular Proteomics of Shandong Province, Qilu Hospital of Shandong University, Jinan, China
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26
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Liu J, Liu S, Gao L, Li G, Xu J, Sun Y, Wang J, Shi B. Predicting Post-operative Blood Inflammatory Biomarkers Using Pre-operative Heart Rate Variability in Patients With Cervical Cancer. Front Physiol 2021; 12:696208. [PMID: 34803724 PMCID: PMC8599823 DOI: 10.3389/fphys.2021.696208] [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: 04/16/2021] [Accepted: 10/15/2021] [Indexed: 12/24/2022] Open
Abstract
Blood inflammatory biomarkers, including the neutrophil-to-lymphocyte ratio (NLR), the lymphocyte-to-monocyte ratio (LMR), and the platelet-to-lymphocyte ratio (PLR), play a significant role in determining the prognosis of patients with cervical cancer (CC). Currently, no methods are available to predict these indexes pre-operatively. Cardiac autonomic function is determined based on the heart rate variability (HRV), which is also associated with a progressive inflammatory response and cancer. Thus, the main aim of this study was to evaluate the feasibility of using pre-operative HRV parameters in CC patients to predict post-operative blood inflammation biomarkers as a means of determining prognosis. Between 2020 and 2021, 56 patients who were diagnosed with CC and then underwent hysterectomy surgery at the Department of Gynecologic Oncology, First Affiliated Hospital, Bengbu Medical College were enrolled in this study. Five-minute electrocardiogram data were collected 1 day before the operation for analysis of HRV parameters, including frequency domain parameters (LF, HF, and LF/HF) and Poincaré plot parameters (SD1, SD2, and SD2/SD1). Venous blood was collected 2 days post-operatively and inflammatory biomarkers were evaluated, with the NLR, LMR, and PLR determined. Pre-operative SD2 was significantly associated with post-operative PLR, with each 1-unit increase in SD2 decreasing the PLR value by 2.4 ± 0.9 (P < 0.05). Besides, LF/HF was significantly correlated with NLR, with each 1-unit increase in LF/HF increasing the NLR value by 1.1 ± 0.5 (P < 0.05). This association was independent of patient age and body mass index. These results suggest that the pre-operative autonomic nervous system plays a role in the regulation of post-operative cancer inflammation and that pre-operative HRV parameters can potentially predict post-operative inflammation and facilitate clinical treatment decisions.
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Affiliation(s)
- Jian Liu
- Department of Gynecologic Oncology, First Affiliated Hospital, Bengbu Medical College, Bengbu, China
| | - Shiqi Liu
- School of Medical Imaging, Bengbu Medical College, Bengbu, China.,Anhui Key Laboratory of Computational Medicine and Intelligent Health, Bengbu Medical College, Bengbu, China
| | - Longfei Gao
- Department of Gynecologic Oncology, First Affiliated Hospital, Bengbu Medical College, Bengbu, China
| | - Guangqiao Li
- School of Medical Imaging, Bengbu Medical College, Bengbu, China.,Anhui Key Laboratory of Computational Medicine and Intelligent Health, Bengbu Medical College, Bengbu, China
| | - Jie Xu
- Department of Gynecologic Oncology, First Affiliated Hospital, Bengbu Medical College, Bengbu, China
| | - Yilin Sun
- Department of Gynecologic Oncology, First Affiliated Hospital, Bengbu Medical College, Bengbu, China
| | - Jingfeng Wang
- School of Medical Imaging, Bengbu Medical College, Bengbu, China.,Anhui Key Laboratory of Computational Medicine and Intelligent Health, Bengbu Medical College, Bengbu, China
| | - Bo Shi
- School of Medical Imaging, Bengbu Medical College, Bengbu, China.,Anhui Key Laboratory of Computational Medicine and Intelligent Health, Bengbu Medical College, Bengbu, China
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27
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Acikgoz O, Cakan B, Demir T, Bilici A, Oven BB, Hamdard J, Olmuscelik O, Olmez OF, Seker M, Yildiz O. Platelet to lymphocyte ratio is associated with tumor localization and outcomes in metastatic colorectal cancer. Medicine (Baltimore) 2021; 100:e27712. [PMID: 34871263 PMCID: PMC8568374 DOI: 10.1097/md.0000000000027712] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Accepted: 10/19/2021] [Indexed: 01/05/2023] Open
Abstract
The aim of this study was to investigate the predictive and prognostic value of PLR, and the relationship between PLR and tumor localization.A total of 229 patients with de-novo metastatic CRC were retrospectively analyzed. The cutoff value for PLR was defined by the receiver operating characteristic (ROC) curve analysis and threshold value of 196.5 as best cut-off value was found.The higher rate of BRAF mutation was significantly detected for patients with PLRhigh (> 196.5) compared to those with PLRlow (≤196.5) (P = .001). PLR was significantly higher in tumors located on the right colon (P = .012). PLR, tumor localization, the presence of surgery for primary tumor, the presence of curative surgery, the presence of metastasectomy for progression-free survival (PFS) and PLR, gender, BRAF mutation, tumor localization, the presence of surgery for primary tumor, the presence of metastasectomy for overall survival (OS) were found to be prognostic factors by univariate analysis. Multivariate analysis showed that PLR, the presence of curative surgery and the presence of metastasectomy for both PFS and OS were found to be independent prognostic factors. Moreover, a logistic regression analysis indicated that PLR and tumor localization were found to be an independent factors for predicting response to systemic treatment (P < .001 and P = .023 respectively).Our results showed that pretreatment PLR was readily feasible and simple biomarker predicting response to treatment and survival, in addition it was significantly associated with tumor localization.
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Affiliation(s)
- Ozgur Acikgoz
- Department of Medical Oncology, Istanbul Medipol University School of Medicine, Istanbul, Turkey
| | - Burcin Cakan
- Department of Medical Oncology, Denizli Pamukkale University School of Medicine, Denizli, Turkey
| | - Tarik Demir
- Department of Medical Oncology, Istanbul Bezmialem Vakif University School of Medicine, Istanbul, Turkey
| | - Ahmet Bilici
- Department of Medical Oncology, Istanbul Medipol University School of Medicine, Istanbul, Turkey
| | - Bala Basak Oven
- Department of Medical Oncology, Istanbul Bahcesehir University School of Medicine, Istanbul, Turkey
| | - Jamshid Hamdard
- Department of Medical Oncology, Istanbul Medipol University School of Medicine, Istanbul, Turkey
| | - Oktay Olmuscelik
- Department of Medical Oncology, Istanbul Medipol University School of Medicine, Istanbul, Turkey
| | - Omer Fatih Olmez
- Department of Medical Oncology, Istanbul Medipol University School of Medicine, Istanbul, Turkey
| | - Mesut Seker
- Department of Medical Oncology, Istanbul Bezmialem Vakif University School of Medicine, Istanbul, Turkey
| | - Ozcan Yildiz
- Department of Medical Oncology, Istanbul Medipol University School of Medicine, Istanbul, Turkey
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28
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Sim JH, Lee JS, Jang DM, Kim HJ, Lee SW, Cho HS, Choi WJ. Effects of Perioperative Inflammatory Response in Cervical Cancer: Laparoscopic versus Open Surgery. J Clin Med 2021; 10:jcm10184198. [PMID: 34575308 PMCID: PMC8467117 DOI: 10.3390/jcm10184198] [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] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Revised: 08/31/2021] [Accepted: 09/14/2021] [Indexed: 12/31/2022] Open
Abstract
There are few studies between postoperative neutrophil to lymphocyte ratio (NLR) and survival in cervical cancer. We compared postoperative changes in NLR according to surgical methods and analyzed the effect of these changes on 5-year mortality of cervical cancer patients. A total of 929 patients were assigned to either the laparoscopic radical hysterectomy (LRH) (n = 721) or open radical hysterectomy (ORH) (n = 208) group. Propensity score matching analysis compared the postoperative NLR changes between the two groups, and multivariate logistic regression analysis evaluated the association between NLR changes and 5-year mortality. Surgical outcomes between the two groups were also compared. In the LRH group, NLR changes at postoperative day (POD) 0 and POD 1 were significantly lower than in the ORH group after matching (NLR change at POD 0, 10.4 vs. 14.3, p < 0.001; NLR change at POD 1, 3.5 vs. 5.4, p < 0.001). In multivariate logistic regression analysis, postoperative NLR change was not associated with 5-year mortality (2nd quartile: OR 1.55, 95% CI 0.56–4.29, p = 0.401; 3rd quartile: OR 0.90, 95% CI 0.29–2.82, p = 0.869; 4th quartile: OR 1.40, 95% CI 0.48–3.61, p = 0.598), whereas preoperative NLR was associated with 5-year mortality (OR 1.23, 95% CI 1.06–1.43, p = 0.005). After matching, there were no significant differences in surgical outcomes between the two groups. There were significantly fewer postoperative changes of NLR in the LRH group. However, the extent of these NLR changes was not associated with 5-year mortality. By contrast, preoperative NLR was associated with 5-year mortality.
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Affiliation(s)
- Ji-Hoon Sim
- Asan Medical Center, Department of Anesthesiology and Pain Medicine, University of Ulsan College of Medicine, Seoul 05505, Korea; (J.-H.S.); (J.-S.L.); (D.-M.J.); (W.-J.C.)
| | - Ju-Seung Lee
- Asan Medical Center, Department of Anesthesiology and Pain Medicine, University of Ulsan College of Medicine, Seoul 05505, Korea; (J.-H.S.); (J.-S.L.); (D.-M.J.); (W.-J.C.)
| | - Dong-Min Jang
- Asan Medical Center, Department of Anesthesiology and Pain Medicine, University of Ulsan College of Medicine, Seoul 05505, Korea; (J.-H.S.); (J.-S.L.); (D.-M.J.); (W.-J.C.)
| | - Hwa Jung Kim
- Asan Medical Center, Department of Clinical Epidemiology and Biostatistics, University of Ulsan College of Medicine, Seoul 05505, Korea;
| | - Shin-Wha Lee
- Asan Medical Center, Department of Obstetrics and Gynecology, University of Ulsan College of Medicine, Seoul 05505, Korea;
| | - Hyun-Seok Cho
- Asan Medical Center, Department of Anesthesiology and Pain Medicine, University of Ulsan College of Medicine, Seoul 05505, Korea; (J.-H.S.); (J.-S.L.); (D.-M.J.); (W.-J.C.)
- Correspondence: ; Tel.: +82-2-3010-0807; Fax: +82-2-3010-6790
| | - Woo-Jong Choi
- Asan Medical Center, Department of Anesthesiology and Pain Medicine, University of Ulsan College of Medicine, Seoul 05505, Korea; (J.-H.S.); (J.-S.L.); (D.-M.J.); (W.-J.C.)
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Zhao L, Sun J, Wang K, Tai S, Hua R, Yu Y, Fan Y, Huang J. Development of a New Recurrence-Free Survival Prediction Nomogram for Patients with Primary Non-Muscle-Invasive Bladder Cancer Based on Preoperative Controlling Nutritional Status Score. Cancer Manag Res 2021; 13:6473-6487. [PMID: 34429654 PMCID: PMC8379392 DOI: 10.2147/cmar.s323844] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Accepted: 07/27/2021] [Indexed: 12/18/2022] Open
Abstract
Background Bladder cancer is the second most prevalent neoplasm in the urogenital system in terms of morbidity and mortality, and there is an urgent need for a more accurate assessment of individual prognosis in patients with primary non-muscle-invasive bladder cancer (NMIBC). The Controlling Nutritional Status (CONUT) score is an emerging biomarker score which has been confirmed to have prognostic value in various malignant tumors. The study attempted to systematically identify the prognostic role of preoperative CONUT score on posttreatment recurrence-free survival (RFS) in patients with NMIBC, and determine the predictive value and feasibility of the new prognostic prediction model. Methods A total of 94 patients with NMIBC were analyzed retrospectively between January 2011 and December 2015. Statistical analysis was conducted using the nonparametric method. The Kaplan-–Meier method was used to assess recurrence-free survival (RFS), and Log rank tests was used to analyze the equivalences of survival curves. We used univariate and multivariate Cox proportional hazards regression model to identify important predictors of RFS. Discrimination of nomogram was measured by the concordance index. Predictive accuracy of the model was evaluated using the internal validation. Results In univariate analysis, age, history of smoking, pathological T stage, tumor grade, tumor size, and CONUT score were significantly correlated with RFS. Multivariate analysis indicated that CONUT score (HR =3.855, 95% CI 1.242–11.970, p=0.020) was an independent predictor of RFS in patients with NMIBC. Based on significant parameters in multivariate analysis and reliable recurrence predictors determined in predictive models and relevant guidelines, a new age-, history of smoking-, pathologic factors- and the CONUT score-based scoring model was developed to predict recurrence of NMBIC. In addition, we internally validated the nomogram using the consistency index and calibration plots, which demonstrated that the model has high prediction accuracy (c-index= 0.851). Conclusion The development of a new nomogram based on CONUT score could increase the accuracy of recurrence prediction and improve individualized treatment plans for patients with NMIBC.
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Affiliation(s)
- Liwei Zhao
- Department of Urology, School of Medicine, Hangzhou Normal University, Hangzhou, 311121, Zhejiang Province, People's Republic of China.,Department of Urology, Affiliated Xiaoshan Hospital, Hangzhou Normal University, Hangzhou, 311202, Zhejiang Province, People's Republic of China
| | - Ji Sun
- Department of Urology, Affiliated Xiaoshan Hospital, Hangzhou Normal University, Hangzhou, 311202, Zhejiang Province, People's Republic of China
| | - Kai Wang
- Department of Urology, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, 310006, Zhejiang Province, People's Republic of China
| | - Shengcheng Tai
- Department of Urology, Affiliated Xiaoshan Hospital, Hangzhou Normal University, Hangzhou, 311202, Zhejiang Province, People's Republic of China
| | - Runmiao Hua
- Department of Urology, Affiliated Xiaoshan Hospital, Hangzhou Normal University, Hangzhou, 311202, Zhejiang Province, People's Republic of China
| | - Yufu Yu
- Department of Urology, Affiliated Xiaoshan Hospital, Hangzhou Normal University, Hangzhou, 311202, Zhejiang Province, People's Republic of China
| | - Yi Fan
- Department of Urology, School of Medicine, Hangzhou Normal University, Hangzhou, 311121, Zhejiang Province, People's Republic of China.,Department of Urology, Affiliated Xiaoshan Hospital, Hangzhou Normal University, Hangzhou, 311202, Zhejiang Province, People's Republic of China
| | - Jiaguo Huang
- Department of Urology, Affiliated Xiaoshan Hospital, Hangzhou Normal University, Hangzhou, 311202, Zhejiang Province, People's Republic of China
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The utility of pretreatment systemic inflammatory response biomarkers on overall survival of cervical cancer patients stratified by clinical staging. Eur J Obstet Gynecol Reprod Biol 2021; 264:281-288. [PMID: 34352424 DOI: 10.1016/j.ejogrb.2021.07.034] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2021] [Revised: 07/17/2021] [Accepted: 07/21/2021] [Indexed: 12/17/2022]
Abstract
OBJECTIVE Inflammation plays a crucial role in the initiation and progression of many cancers. This study aimed to investigate the utility of pretreatmentneutrophil-lymphocyte ratio (NLR), platelet-lymphocyte ratio (PLR), derived neutrophil-lymphocyte ratio (dNLR), and a combination of PLR and NLR in predicting the risk of death according to clinical staging in cervical cancer (CC) patients. METHODS A cohort study of women with CC, diagnosed and treated at a single cancer referral center in Brazil, from 2006 to 2009. A multivariate Cox regression analysis and ROC curve analysis accessed the predictive value of inflammatory response biomarkers in overall survival (OS). The median values of the biomarkers were used as cut-off points. RESULTS A total of 1,266 patients were included in the study, 76.0% with locally advanced disease. After adjusting for clinical variables, NLR > 2.57, PLR ≥ 146.70, dNLR ≥ 1.778 and PLR + NLR in combination had equivalent performance in predicting worse OS, but only among patients with locally advanced disease (adjusted Hazard Ratio [aHR] = 1.453, 95% Confidence Interval [CI] = 1.227-1.722; p < 0.001; aHR = 1.429; 95% CI = 1.209-1.688; p < 0.001; aHR = 1.486, 95% CI = 1.257-1.756, p < 0.001, aHR = 1.731; 95% CI = 1.411-2.123; p < 0.001, respectively). CONCLUSION In conclusion, PLR, NLR, dNLR and PLR + NLR in combination presented equivalent performance in predicting OS in locally advanced CC patients. They are simple and readily available from routine blood tests, not entailing additional costs. PLR, NLR, dNLR and PLR + NLR in combination are strong prognostic biomarkers candidates in locally advanced CC and should be further explored in prospective trials.
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Mleko M, Pitynski K, Pluta E, Czerw A, Sygit K, Karakiewicz B, Banas T. Role of Systemic Inflammatory Reaction in Female Genital Organ Malignancies - State of the Art. Cancer Manag Res 2021; 13:5491-5508. [PMID: 34276227 PMCID: PMC8277565 DOI: 10.2147/cmar.s312828] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Accepted: 06/25/2021] [Indexed: 12/24/2022] Open
Abstract
Systemic inflammatory reaction (SIR) is an unfavorable prognostic factor in many malignancies and has a role in all stages of the neoplastic process: initiation, promotion, and disease progression. Analysis of SIR can be performed by assessing indicators (eg, lymphocyte-to-neutrophil, platelet-to-lymphocyte, and monocyte-to-neutrophil ratios) and products of neutrophils and lymphocytes (ie, the systemic immune-inflammation index), or by examining the relationship between levels of C-reactive protein and albumin (based on the Glasgow Prognostic Score, modified Glasgow Prognostic Score, and C-reactive protein-to-albumin ratio). Risk stratification is essential in the clinical management of cancer; hence, the evaluation of these factors has potential applications in the clinical management of patients with cancer and in the development of new therapeutic targets. This review summarizes the current knowledge on SIR indicators and presents their clinical utility in malignancies of the female genital organs.
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Affiliation(s)
- Michal Mleko
- Department of Gynecology and Oncology, Jagiellonian University Medical College, Krakow, Poland
| | - Kazimierz Pitynski
- Department of Gynecology and Oncology, Jagiellonian University Medical College, Krakow, Poland
| | - Elzbieta Pluta
- Department of Radiotherapy, Maria Sklodowska-Curie Institute - Oncology Centre, Krakow, Poland
| | - Aleksandra Czerw
- Department of Health Economics and Medical Law, Medical University of Warsaw, Warsaw, Poland.,Department of Economic and System Analyses, National Institute of Public Health - NIH, Warsaw, Poland
| | | | - Beata Karakiewicz
- Subdepartment of Social Medicine and Public Health, Department of Social Medicine, Pomeranian Medical University, Szczecin, Poland
| | - Tomasz Banas
- Department of Gynecology and Oncology, Jagiellonian University Medical College, Krakow, Poland
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Zhang G, Zhang Y, He F, Wu H, Wang C, Fu C. Preoperative controlling nutritional status (CONUT) score is a prognostic factor for early-stage cervical cancer patients with high-risk factors. Gynecol Oncol 2021; 162:763-769. [PMID: 34148719 DOI: 10.1016/j.ygyno.2021.06.012] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2021] [Accepted: 06/12/2021] [Indexed: 12/26/2022]
Abstract
OBJECTIVE The goal of the study was to confirm whether preoperative controlling nutritional status (CONUT) was a prognostic factor in early-stage cervical cancer patients with high-risk factors after surgery and postoperative concurrent chemoradiotherapy (CCRT). METHODS Between 2004 and 2015, a total of 698 patients who were treated with surgery and postoperative CCRT were included in this retrospective study. The prescribed dose for postoperative radiotherapy was 45-50.4 Gy in 25-28 fractions and the concurrent chemotherapy regimen contained cisplatin or paclitaxel. Based on the receiver operating characteristic (ROC) analysis, the patients were classified into low (<3) and high (≥3) CONUT groups. RESULTS Of all study patients, 471 (67.5%) patients were included in the low CONUT group. The low CONUT group had significantly better 5-year disease-free survival (DFS) and overall survival (OS) than the high CONUT group (p<0.001 and p = 0.001, respectively). A high CONUT score was significantly associated with lymph node metastasis, parametrial invasion, and poorer nutritional status, including lower body mass index (BMI) and lower prognostic nutritional index (PNI) score (p<0.05, respectively). The CONUT score was an independent predictor of DFS and OS in multivariate analysis. Notably, the CONUT score still efficiently stratified DFS in the high PNI score group (P = 0.001). CONCLUSIONS The preoperative high CONUT scores indicated poor prognosis for early-stage cervical cancer patients with high-risk factors treated with surgery and postoperative CCRT. In clinical practice, patients with high CONUT score should be considered to receive consolidation chemotherapy.
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Affiliation(s)
- Guangyu Zhang
- Department of Radiation Oncology, Qilu Hospital of Shandong University, Jinan, China
| | - Youzhong Zhang
- Department of Obstetrics and Gynecology, QiLu Hospital of Shandong University, Jinan, China
| | - Fangfang He
- Department of Radiation Oncology, Qilu Hospital of Shandong University, Jinan, China
| | - Haijian Wu
- Department of Radiation Oncology, Qilu Hospital of Shandong University, Jinan, China
| | - Cong Wang
- Department of Gynecology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China.
| | - Chunli Fu
- Department of Geriatric Medicine, Qilu Hospital of Shandong University, Jinan, China; Key Laboratory of Cardiovascular Proteomics of Shandong Province, Qilu Hospital of Shandong University, Jinan, China.
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Meng Z, Yang J, Wu J, Zheng X, Zhao Y, He Y. Association between the platelet-lymphocyte ratio and short-term mortality in patients with non-ST-segment elevation myocardial infarction. Clin Cardiol 2021; 44:994-1001. [PMID: 34037246 PMCID: PMC8259151 DOI: 10.1002/clc.23648] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Revised: 05/01/2021] [Accepted: 05/12/2021] [Indexed: 12/26/2022] Open
Abstract
Background Previous studies have shown that inflammation plays an important role in atherosclerosis and cardiovascular disease. Platelet to lymphocyte ratio (PLR) has been reported as a novel inflammatory marker. However, it is not clear whether PLR is associated with short‐term all‐cause mortality in critically ill patients with non‐ST‐segment elevation myocardial infarction (NSTEMI). Methods The data for the study is from the Medical Information Mart for Intensive Care III database. The primary outcome in our study was 28‐day mortality. Kapan‐Meier curve, lowess smoother curve, and multivariate Cox regression models were used to determine whether the association between PLR and 28‐day mortality of critically ill patients with NSTEMI. Results A total of 1273 critically ill patients with NSTEMI were included in this analysis. Kapan‐Meier curve and lowess smoother curve show that high PLR is associated with an increased risk of 28‐day all‐cause mortality. The study population is divided into two groups according to the cut‐off value of PLR level. In the Cox model, high PLR levels (PLR≥195.8) were significantly associated with increased 28‐day mortality (HR 1.54; 95%CI 1.09–2.18, p = .013). In quartile analyses, the HR (95% CI) for the third (183 ≤ PLR < 306) and fourth quartile (PLR≥306) was 1.55 (1.05–2.29) and 1.61 (1.03–2.52), respectively, compared to the reference group(111 ≤ PLR < 183). In subgroup analyses, there is no interaction effect in most of the subgroups except for respiratory failure and vasopressor use. Conclusion High PLR is associated with an increased risk of short‐term mortality in critically ill patients with NSTEMI.
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Affiliation(s)
- Zhongyuan Meng
- Clinical Medical College, Guangxi Medical University, Nanning, Guangxi, China
| | - Jiaqiang Yang
- Clinical Medical College, Guangxi Medical University, Nanning, Guangxi, China
| | - Jianfu Wu
- Clinical Medical College, Guangxi Medical University, Nanning, Guangxi, China
| | - Xifeng Zheng
- Clinical Medical College, Guangxi Medical University, Nanning, Guangxi, China
| | - Yaxin Zhao
- Clinical Medical College, Guangxi Medical University, Nanning, Guangxi, China
| | - Yan He
- Division of Cardiology, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China
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Guo Z, Liang J. Fibrinogen-Albumin Ratio Index (FARI) as a Certain Prognostic Biomarker in Pretreated Patients with Immunotherapy. Cancer Manag Res 2021; 13:4169-4180. [PMID: 34079370 PMCID: PMC8163584 DOI: 10.2147/cmar.s307272] [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] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Accepted: 04/08/2021] [Indexed: 12/26/2022] Open
Abstract
Purpose Immunotherapy has become the standard treatment for advanced tumors so that many biomarkers play parts in predicting prognosis and clinical outcome. Use of FARI is increasing, but there are no studies on its use prior to immunotherapy. Patients and Methods A retrospective study prior to immunotherapies in advanced carcinoma used FARI and other biomarkers as clinical parameters from which to analyse data from January 2014 to November 2020. Data were presented in GraphPad Prism 7 and X-Tile and analyzed using IBM SPSS. Results A total of 146 patients were enrolled in our study. FARI (with an optimal cut-off value of 11.1%) was divided into a high group, in connection with shorter OS mainly in patients with bone metastasis (120m vs 11.5m, 95% Cl: 12.17–23.83, SE: 2.974, p=0.03), and a low group with a longer PFS (11.0m vs 5.0m, 95% Cl: 3.303–12.697, SE: 2.397, p=0.03) in NSCLC but a shorter PFS (3.5m vs 5.5m, 95% Cl: 3.757–6.243, SE: 0.634, p=0.01) in liver metastasis. FARI was not determined as an independent predictor of OS in patients undergoing medical therapies (>11.1% vs ≤11.1%, HR: 1.296, 95% Cl: 0.687–2.032, p=0.314). ECOG (HR: 2.892, 95% Cl: 1.911–4.378, p<0.001) can be an independent predictor for PFS and OS in advanced carcinoma. Conclusion Our findings highlight certain potential values for predicting prognosis but no outstanding biomarkers prior to immunotherapy according to FARI.
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Affiliation(s)
- Ziwei Guo
- Medical Oncology, Peking University International Hospital, Beijing, People's Republic of China.,Medical Oncology, Peking University Cancer Hospital and Institute, Beijing, People's Republic of China
| | - Jun Liang
- Medical Oncology, Peking University Cancer Hospital and Institute, Beijing, People's Republic of China
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Li G, Shang Z, Liu Y, Yan H, Ou T. The Diagnostic Values of Pretreatment Serum Inflammation Markers and Lipoprotein in Men With Total Prostate-Specific Antigen Between 4 and 10 ng/ml. Front Med (Lausanne) 2020; 7:576812. [PMID: 33251229 PMCID: PMC7672182 DOI: 10.3389/fmed.2020.576812] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2020] [Accepted: 09/11/2020] [Indexed: 12/24/2022] Open
Abstract
Background: The purpose of this study was to analyze the values of pretreatment serum inflammation markers, lipid, and lipoprotein for predicting the pathological results in men with total prostate-specific antigen between 4 and 10 ng/ml. Materials and method: A total of 611 eligible patients diagnosed with total prostate-specific antigen between 4 and 10 ng/ml and who received a transrectal ultrasound-guided prostate biopsy between January 2014 and December 2019 were included in our study. All the patients were divided into groups according to their pathological results and we collected the data of their pretreatment indicators of the blood routine and biochemistry. Results: The pathological results from prostate biopsies from 160 patients with prostate cancer and 451 patients with benign lesions. Age and total prostate-specific antigen values were significantly higher in patients with prostate cancer than those with benign lesions (P < 0.05). Red blood cell, platelet count, prealbumin, and triglyceride were significantly lower in patients with prostate cancer than those with benign lesions. Neutrophil–lymphocyte ratio, platelet–lymphocyte ratio, lymphocyte- monocyte ratio, and apolipoprotein B were lower and apolipoprotein A-I was higher in the prostate cancer group than in the benign lesions group but not significantly (P > 0.05). Multivariate logistic regression revealed that age and total prostate-specific antigen could be independent predictors for pathological results (OR, 1.064, 95%CI, 1.031–1.098, P < 0.001; OR, 1.232, 95%CI, 1.061–1.429, P = 0.006). Conclusion: Higher age and total prostate-specific antigen were closely related to the pathological results. Prospective studies conducted with a large number of patients are needed to evaluate the diagnostic value of non-invasively pretreatment serum inflammation markers and lipoprotein for predicting the pathological results in men with total prostate-specific antigen between 4 and 10 ng/ml.
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Affiliation(s)
- Guangping Li
- Department of Urology, Xuanwu Hospital Capital Medical University, Beijing, China
| | - Zhenhua Shang
- Department of Urology, Xuanwu Hospital Capital Medical University, Beijing, China
| | - Yihao Liu
- Department of Urology, Xuanwu Hospital Capital Medical University, Beijing, China
| | - Hao Yan
- Department of Urology, Xuanwu Hospital Capital Medical University, Beijing, China
| | - Tongwen Ou
- Department of Urology, Xuanwu Hospital Capital Medical University, Beijing, China
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Han X, Liu S, Yang G, Hosseinifard H, Imani S, Yang L, Maghsoudloo M, Fu S, Wen Q, Liu Q. Prognostic value of systemic hemato-immunological indices in uterine cervical cancer: A systemic review, meta-analysis, and meta-regression of observational studies. Gynecol Oncol 2020; 160:351-360. [PMID: 33092868 DOI: 10.1016/j.ygyno.2020.10.011] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Accepted: 10/10/2020] [Indexed: 12/24/2022]
Abstract
OBJECTIVE To estimate the prognostic efficacy of several systemic hemato-immunological indices for the treatment of cervical cancer as well as to determine whether the systemic hemato-immunological indices are associated with an increased risk of cervical collision cancer. METHODS A systematic search was conducted to identify studies that evaluated the prognostic impact of neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), lymphocyte-to-monocyte ratio (LMR), thrombocyte-to-lymphocyte ratio (TLR), C-reactive protein/albumin ratio (CAR), and systemic immune-inflammation index (SII) in cervical cancer patients. The endpoints were overall survival (OS) or progression-free survival (PFS) and clinicopathologic parameters. A meta-analysis using random-effect models was performed to calculate hazard ratios (HRs) or odds ratios with 95% confidence intervals. RESULTS Twenty-two retrospective cohort studies involving 9558 patients were included. Our results show that high NLR, PLR, TLR, and CAR indicated poor prognosis for patients with cervical cancer (HRs = 2.46, 1.88, 3.70, and 3.94, respectively; all P ≤ 0.001). Subgroup analysis suggested that the highest NLR and PLR were more precise biomarkers in patients who were diagnosed with FIGO stage I-III cervical cancer after treatment with chemo-radiotherapy. High TLR and high LMR displayed significant prognostic value in late-FIGO stage III-IV cervical cancer (HRs = 4.33 and 2.032, respectively). Additionally, CAR was associated with poor survival in patients with advanced-FIGO stage cervical cancer and larger tumor size. According to the difference of NLR, the younger (43-51 years old) cervical cancer patients had a tendency of increased collision risk. However, cervical cancer patients in the 52-61 years age group were more vulnerable than their respective counterparts using the pooled estimate for PLR. CONCLUSION Our findings support a prognostic role for elevated CAR and TLR besides that of NLR and PLR in advanced-FIGO stage cervical cancer.
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Affiliation(s)
- Xingping Han
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan 646000, People's republic of China; Clinical Nursing Research Institute, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan 646000, People's republic of China
| | - Shuya Liu
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan 646000, People's republic of China
| | - Gang Yang
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan 646000, People's republic of China; Department of Oncology, Anyue Hospital of Traditional Chinese Medicine, Second Ziyang Hospital of Traditional Chinese Medicine, Ziyang, Sichuan, People's republic of China
| | - Hossein Hosseinifard
- Department of Biostatistics, Faculty of Paramedical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Saber Imani
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan 646000, People's republic of China
| | - Lisha Yang
- Department of Obstetrics, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan 646000, People's republic of China
| | - Mazaher Maghsoudloo
- Laboratory of Systems Biology and Bioinformatics, Institute of Biochemistry and Biophysics, University of Tehran, Tehran, Iran
| | - ShaoZhi Fu
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan 646000, People's republic of China
| | - QingLian Wen
- Department of Oncology, The Affiliated Hospital of Southwest Medical University, Luzhou, Sichuan 646000, People's republic of China.
| | - Qiang Liu
- Department of Obstetrics and Gynecology, Army Medical Center of PLA (Daping Hospital), Army Medical University (Third Military Medical University), Chongqing 400038, People's Republic of China.
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Trinh H, Dzul SP, Hyder J, Jang H, Kim S, Flowers J, Vaishampayan N, Chen J, Winer I, Miller S. Prognostic value of changes in neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR) and lymphocyte-to-monocyte ratio (LMR) for patients with cervical cancer undergoing definitive chemoradiotherapy (dCRT). Clin Chim Acta 2020; 510:711-716. [PMID: 32919942 DOI: 10.1016/j.cca.2020.09.008] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Revised: 08/29/2020] [Accepted: 09/08/2020] [Indexed: 01/04/2023]
Abstract
BACKGROUND Peripheral NLR, PLR, and LMR have prognostic value in various malignancies as they are surrogates for inflammation. Recent studies have identified NLR, PLR, and LMR correlate with patient outcomes in cervical cancer patients however there remains uncertainty regarding the optimal time point for assessing these markers. METHODS We retrospectively reviewed cervical cancer patients underoing definitive chemoradiation therapy (dCRT). NLR, PLR, and LMR values were identified before, during, and after dCRT and both relative and absolute changes in these values were calculated and compared with patient outcmoes. RESULTS Ninety-nine patients who met the includsion criteria were identified. NLR values before, during, and after dCRT correlated with progression free survival (PFS) and overall survival (OS). In addition, increasing NLR after treatment was associated with worse PFS and OS. LMR before and after treatment had a positive correlation with PFS however increasing LMR during dCRT was found to have a negative correlation with PFS and OS. CONCLUSIONS NLR serves as a prognostic indicator irrespective of timing with response to dCRT. While higher LMR before treatment was a positive prognostic indicator, increasing LMR was found to negatively correlate with PFS and OS.
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Affiliation(s)
- Hamilton Trinh
- Wayne State University School of Medicine, Detroit, Michigan, United States
| | - Stephen Paul Dzul
- Wayne State University School of Medicine, Detroit, Michigan, United States.
| | - Jalal Hyder
- Barbara Ann Karmonas Cancer Center, Detroit, Michigan, United States
| | - Hyejeong Jang
- Barbara Ann Karmonas Cancer Center, Detroit, Michigan, United States
| | - Seongho Kim
- Barbara Ann Karmonas Cancer Center, Detroit, Michigan, United States
| | - Julianne Flowers
- Wayne State University School of Medicine, Detroit, Michigan, United States
| | - Nitin Vaishampayan
- Wayne State University School of Medicine, Detroit, Michigan, United States
| | - Jerry Chen
- Wayne State University School of Medicine, Detroit, Michigan, United States
| | - Ira Winer
- Wayne State University School of Medicine, Detroit, Michigan, United States
| | - Steven Miller
- Wayne State University School of Medicine, Detroit, Michigan, United States
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Abstract
There is increasing awareness that platelets play a significant role in creating a hypercoagulable environment that mediates tumor progression, beyond their classical hemostatic function. Platelets have heterogenic responses to agonists, and differential release and uptake of bioactive molecules may be manipulated via reciprocal cross-talk with cells of the tumor microenvironment. Platelets thus promote tumor progression by enhancing tumor growth, promoting the development of tumor-associated vasculature and encouraging invasion. In the metastatic process, platelets form the shield that protects tumor cells from high-velocity forces and immunosurveillance, while ensuring the establishment of the pre-metastatic niche. This review presents the complexity of these concepts, considering platelets as biomarkers for diagnosis, prognosis and potentially as therapeutic targets in cancer.
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Affiliation(s)
- Tanya N Augustine
- School of Anatomical Sciences, Faculty of the Health Sciences, University of the Witwatersrand, Johannesburg, Gauteng, South Africa
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Chao B, Ju X, Zhang L, Xu X, Zhao Y. A Novel Prognostic Marker Systemic Inflammation Response Index (SIRI) for Operable Cervical Cancer Patients. Front Oncol 2020; 10:766. [PMID: 32477958 PMCID: PMC7237698 DOI: 10.3389/fonc.2020.00766] [Citation(s) in RCA: 88] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2020] [Accepted: 04/21/2020] [Indexed: 12/11/2022] Open
Abstract
It has been confirmed that the systemic inflammation response index (SIRI) based on peripheral blood neutrophil, monocyte and lymphocyte counts can be used for the prognostication of patients with various malignant tumors. However, the prognostic value of SIRI in cervical cancer patients has not yet been reported. This study found that a higher SIRI was related to lymphovascular invasion and was also significantly associated with FIGO stage, radiotherapy, neutrophil/lymphocyte ratio (NLR), platelet/lymphocyte ratio (PLR), and monocyte/lymphocyte ratio (MLR) but not related to other clinical and pathological parameters. According to the Kaplan-Meier survival analysis, a high SIRI was associated with the poor prognosis of cervical cancer patients in the primary and validation groups. SIRI, NLR, PLR, and MLR can all be used to determine the prognosis of patients with operable cervical cancer. Moreover, it was confirmed that only SIRI was an independent prognostic factor for patients with operable cervical cancer. The same result was obtained in the propensity score matching (PSM) analysis. In the ROC curve analysis, SIRI was more accurate in predicting the prognosis of cervical cancer patients. Then, a nomogram was established based on SIRI, FIGO stage and lymphovascular invasion, which could determine the prognosis of cervical cancer patients more accurately than FIGO stage. The validation cohort showed the same results. In addition, the changes in SIRI relative to the baseline value at 4–8 weeks after surgery were closely related to the survival of cervical cancer patients. Compared with those with unchanged SIRI (absolute value of variation <25%), cervical cancer patients with an increase in SIRI > 75% had worse OS (P < 0.001), while patients with a decrease in SIRI > 75% had a better prognosis (P < 0.001). SIRI can serve as a new independent prognostic index and a potential marker for therapeutic response monitoring in patients with curable cervical cancer. Compared with the traditional FIGO staging system, the nomogram integrating SIRI can predict the survival of cervical cancer patients more objectively and reliably after radical surgery.
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Affiliation(s)
- Bei Chao
- Department of Clinical Laboratory, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Xiaoli Ju
- Histoembryology, Jiangsu University, Zhenjiang, China
| | - Lirong Zhang
- Department of Clinical Laboratory, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Xin Xu
- Department of Clinical Laboratory, The Third Affiliated Hospital of Soochow University, Changzhou, China
| | - Yan Zhao
- Department of Clinical Laboratory, The Third Affiliated Hospital of Soochow University, Changzhou, China
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Li W, Li M, Wang T, Ma G, Deng Y, Pu D, Liu Z, Wu Q, Liu X, Zhou Q. Controlling Nutritional Status (CONUT) score is a prognostic factor in patients with resected breast cancer. Sci Rep 2020; 10:6633. [PMID: 32313183 PMCID: PMC7171067 DOI: 10.1038/s41598-020-63610-7] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2018] [Accepted: 03/27/2020] [Indexed: 02/05/2023] Open
Abstract
The present study aimed to determine the correlation between controlling nutritional status (CONUT) and prognosis in resected breast cancer patients. Totally, 861 breast cancer patients with surgical resection in West China Hospital of Sichuan University between 2007 and 2010 were included. The relationship between CONUT and various clinicopathological factors as well as prognosis was evaluated. The results showed that the optimal cutoff value for CONUT to predict the 5-year survival was 3 and CONUT had a higher area under the ROC curve (AUC) for 5-year disease free survival (DFS) and overall survival (OS) prediction compared with the neutrophil lymphocyte ratio (NLR) and prognostic nutritional index (PNI). High CONUT was significantly correlated with older age, lymph node involvement, advanced T-stage, and surgery type. In the multivariate analysis, CONUT-high patients had worse DFS and OS, when compared with CONUT-low patients. In conclusion, preoperative CONUT is a useful marker for predicting long term outcomes in breast cancer patients after curative resection.
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Affiliation(s)
- Wen Li
- Lung Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, P.R. China
| | - Min Li
- Department of Cancer, The People's Hospital of Yuechi, Guang'an, Sichuan, 638300, P.R. China
| | - Ting Wang
- Lung Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, P.R. China
| | - Guangzhi Ma
- Lung Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, P.R. China
| | - Yunfu Deng
- Lung Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, P.R. China
| | - Dan Pu
- Lung Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, P.R. China
| | - Zhenkun Liu
- Lung Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, P.R. China
| | - Qiang Wu
- Lung Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, P.R. China
| | - Xuejuan Liu
- Department of Breast Surgery, West China Hospital of Sichuan University, Chengdu, Sichuan, 610041, P.R. China
| | - Qinghua Zhou
- Lung Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, P.R. China.
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Yang Z, Li S, Zhao L, Lv W, Ju J, Zhang W, Li J, Che G. Serum uric acid to lymphocyte ratio: A novel prognostic biomarker for surgically resected early-stage lung cancer. A propensity score matching analysis. Clin Chim Acta 2020; 503:35-44. [DOI: 10.1016/j.cca.2020.01.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2019] [Revised: 12/29/2019] [Accepted: 01/08/2020] [Indexed: 12/14/2022]
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Bao X, Zhou G, Xu W, Liu X, Ye Z, Jiang F. Neutrophil-to-lymphocyte ratio and platelet-to-lymphocyte ratio: novel markers for the diagnosis and prognosis in patients with restenosis following CAS. Biomark Med 2020; 14:271-282. [PMID: 32134328 DOI: 10.2217/bmm-2019-0155] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
Aim: In this study, we investigated the effect of neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio on restenosis status in patients undergoing carotid angioplasty stenting (CAS). Methodology & results: Clinical imageology and receiver operating characteristic analysis were utilized to study the prognostic significance of NLRs/platelet-to-lymphocyte ratios and their correlation with survival. NLR of restenosis (+) patients was evidently increased after the CAS procedures, while the NLR of restenosis (-) patients before the CAS procedures being the lowest. Area under the curve of pre-CAS NLR or/and post-CAS NLR were all evidently higher than 50%. Also, restenosis incidence was the highest in patients with both high pre-CAS and high post-CAS values. Conclusion: Therefore, NLR can be utilized as an independent prognostic indicator to predict the incidence of restenosis after CAS procedures.
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Affiliation(s)
- Xiang Bao
- Department of Neurosurgery, Jinhua Municipal Central Hospital, Zhejiang University School of Medicine, Jinhua 321000, Zhejiang Province, China
| | - Gezhi Zhou
- Department of Neurosurgery, Jinhua Municipal Central Hospital, Zhejiang University School of Medicine, Jinhua 321000, Zhejiang Province, China
| | - Wei Xu
- Department of Neurosurgery, Jinhua Municipal Central Hospital, Zhejiang University School of Medicine, Jinhua 321000, Zhejiang Province, China
| | - Xiaobo Liu
- Department of Neurosurgery, Jinhua Municipal Central Hospital, Zhejiang University School of Medicine, Jinhua 321000, Zhejiang Province, China
| | - Zhijun Ye
- Department of Neurosurgery, Jinhua Municipal Central Hospital, Zhejiang University School of Medicine, Jinhua 321000, Zhejiang Province, China
| | - Fengfeng Jiang
- Department of Neurosurgery, Jinhua Municipal Central Hospital, Zhejiang University School of Medicine, Jinhua 321000, Zhejiang Province, China
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Hu Z, Tan S, Chen S, Qin S, Chen H, Qin S, Huang Z, Zhou F, Qin X. Diagnostic value of hematological parameters platelet to lymphocyte ratio and hemoglobin to platelet ratio in patients with colon cancer. Clin Chim Acta 2019; 501:48-52. [PMID: 31809747 DOI: 10.1016/j.cca.2019.11.036] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Revised: 11/17/2019] [Accepted: 11/27/2019] [Indexed: 12/09/2022]
Abstract
OBJECTIVE This study was designed to retrospectively analyze the value of the hematological parameter platelet to lymphocyte ratio (PLR) and hemoglobin to platelet ratio (HPR) in patients with colon cancer. METHODS The hematological parameters and clinical data of 354 cases patients with colon cancer, 108 cases patients with benign colon tumors and 123 healthy controls were collected from our hospital electronic medical records. RESULTS Compared with the colon benign tumor group and the healthy control group, the colon cancer group had an increased PLR value and a decreased HPR value. The correlation between the clinicopathological features and the laboratory parameters of colon cancer patients was analyzed, and the results showed that both PLR and HPR were associated with tumor invasion and tumor size. Compared with PLR (AUC = 0.725, 95%CI: 0.682-0.765), HPR (AUC = 0.752, 95%CI: 0.710-0.790) or carcinoembryonic antigen (CEA) (AUC = 0.710, 95%CI: 0.666-0.751) used alone, the combination with PLR and CEA (AUC = 0.790, 95%CI: 0.750-0.826) or with HPR and CEA (AUC = 0.814, 95%CI: 0.775-0.848) can improve specificity and produce greater AUC in differentiating colon cancer from benign colon cancer. CONCLUSION Combined application of PLR, HPR, and CEA may improve the diagnostic efficacy of distinguishing between colon cancer and benign colon tumors.
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Affiliation(s)
- Zuojian Hu
- Department of Laboratory Medicine, First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi, China
| | - Shaolin Tan
- Department of Orthopaedic Surgery, the First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi, China
| | - Siyuan Chen
- Department of Laboratory Medicine, First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi, China
| | - Shanzi Qin
- Department of Laboratory Medicine, First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi, China
| | - Huaping Chen
- Department of Laboratory Medicine, First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi, China
| | - Simeng Qin
- Department of Laboratory Medicine, First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi, China
| | - Zhili Huang
- Department of Blood Transfusion, Second Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi, China
| | - Fengyuan Zhou
- Department of Laboratory Medicine, First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi, China
| | - Xue Qin
- Department of Laboratory Medicine, First Affiliated Hospital of Guangxi Medical University, Nanning 530021, Guangxi, China.
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Song Q, Wu JZ, Wang S, Chen WH. Elevated preoperative platelet distribution width predicts poor prognosis in Esophageal Squamous Cell Carcinoma. Sci Rep 2019; 9:15234. [PMID: 31645619 PMCID: PMC6811575 DOI: 10.1038/s41598-019-51675-y] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2019] [Accepted: 10/07/2019] [Indexed: 01/10/2023] Open
Abstract
Activated platelets play a multifaceted role in tumorigenesis and progression. Platelet distribution width (PDW) is generally applied platelet parameters from routine blood test. Preoperative PDW has been considered a prognostic factor in many cancers. Nevertheless, the prognostic value of PDW in esophageal squamous cell carcinoma (ESCC) remains unknown. The study aimed to investigate whether preoperative PDW could serve as a prognostic factor in patients with ESCC. A total of 495 patients with ESCC undergoing curative surgery were enrolled. The relationship between PDW and clinical features in ESCC was analyzed using chi-square tests. Receiver operating characteristic (ROC) curve was used to determine the optimal cut-off value. Overall survival (OS) and disease-free survival (DFS) stratified by PDW were evaluated by Kaplan-Meier method and log-rank test. Univariate and multivariate Cox regression were used to evaluate the prognostic effect of PDW. Of the 495 patients, elevated PDW was observed in 241(48.7%) of the patients, respectively. An elevated PDW was correlated with depth of tumor (T stage, P = 0.031), nerve infiltration (P = 0.016), hospital time after operation (P = 0.020), platelet (P < 0.001), red cell distribution width (P < 0.001), and aspartate transaminase (P = 0.001). Moreover, elevated PDW (PDW ≥ 13.4 fL) predicted a worse OS and DFS in patients with ESCC (both P < 0.001). Multivariate analyses revealed that PDW was independently associated with OS (hazard ratios 1.194; 95% confidence interval 1.120-1.273; P < 0.001) and DFS (hazard ratios 2.562; 95% confidence interval 1.733-3.786; P < 0.001). Our findings indicated that elevated PDW could serve as an independent worse survival in ESCC.
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Affiliation(s)
- Qian Song
- Institute of Cancer and Basic Medicine (ICBM), Chinese Academy of Sciences; Department of Clinical Laboratory, Cancer Hospital of the University of Chinese Academy of Sciences; Department of Clinical Laboratory, Zhejiang Cancer Hospital, Hangzhou, Zhejiang, People's Republic of China
| | - Jun-Zhou Wu
- Institute of Cancer and Basic Medicine (ICBM), Chinese Academy of Sciences; Cancer Research Institute, Cancer Hospital of the University of Chinese Academy of Sciences; Cancer Research Institute, Zhejiang Cancer Hospital, Hangzhou, Zhejiang, People's Republic of China
| | - Sheng Wang
- Institute of Cancer and Basic Medicine (ICBM), Chinese Academy of Sciences; Department of Clinical Laboratory, Cancer Hospital of the University of Chinese Academy of Sciences; Department of Clinical Laboratory, Zhejiang Cancer Hospital, Hangzhou, Zhejiang, People's Republic of China
| | - Wen-Hu Chen
- Institute of Cancer and Basic Medicine (ICBM), Chinese Academy of Sciences; Department of Clinical Laboratory, Cancer Hospital of the University of Chinese Academy of Sciences; Department of Clinical Laboratory, Zhejiang Cancer Hospital, Hangzhou, Zhejiang, People's Republic of China.
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Neutrophil-to-Lymphocyte Ratio and Platelet-to-Lymphocyte Ratio in Discriminating Precancerous Pathologies from Cervical Cancer. JOURNAL OF ONCOLOGY 2019; 2019:2476082. [PMID: 31558903 PMCID: PMC6735215 DOI: 10.1155/2019/2476082] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/28/2019] [Revised: 07/02/2019] [Accepted: 07/15/2019] [Indexed: 12/17/2022]
Abstract
Purpose We aimed to determine the predictive value of several hematological markers of inflammation on the presence/absence of cervical cancer and also to determine their ability in discriminating precancerous cervical pathologies from cervical cancer. Materials and Methods In this study, patients who presented to Acıbadem Kayseri Hospital between May 2010 and June 2018 were evaluated. Forty patients with low-grade squamous intraepithelial lesions (LSIL), 40 patients with high-grade squamous intraepithelial lesions (HSIL), and 30 patients with cervical cancer (CC) were retrospectively included in this study. A control group of 70 healthy volunteers with normal cervical cytology was also included in the study. Results The neutrophil-to-lymphocyte ratio (NLR) was significantly higher in patients with CC than in controls. The platelet-to-lymphocyte ratio (PLR) was significantly higher in patients with CC compared to those with LSIL and HSIL diagnoses and also controls (p < 0.001). Logistic regression analysis revealed that age (OR: 1.075, 95% CI: 1.020-1.132, p=0.007), NLR (OR: 1.643, 95% CI: 1.009-3.142, p=0.047), and PLR (OR: 1.032, 95% CI: 1.003-1.062, p=0.029) were predictors for the presence of CC. ROC curve analysis revealed that both NLR and PLR were predictive of CC with a cutoff value of 2.02 for NLR (71% sensitivity and 60% specificity, AUC: 0.682, p=0.004) and 126.7 for PLR (83% sensitivity and 69% specificity, AUC: 0.752, p < 0.001). Conclusion In addition to patients' age, determination of NLR and PLR values, which are simple, inexpensive, and readily available markers of systemic inflammation, may help in decision making precancerous pathologies of the cervix.
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Impact of adaptive intensity-modulated radiotherapy on the neutrophil-to-lymphocyte ratio in patients with nasopharyngeal carcinoma. Radiat Oncol 2019; 14:151. [PMID: 31438994 PMCID: PMC6704552 DOI: 10.1186/s13014-019-1350-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2019] [Accepted: 07/28/2019] [Indexed: 01/04/2023] Open
Abstract
Purpose Nutritional status and haematological parameters are related to the prognosis of patients treated with radiotherapy, but the correlation between adaptive radiotherapy (ART) and haematological indicators has never been reported. This study explores the influence of ART on the change in haematological indicators and provides a theoretical basis for the use of ART in patients with nasopharyngeal carcinoma (NPC). Patients and methods We retrospectively analysed 122 patients with NPC from January 2014 to December 2015. Patients in two treatment groups were matched using the propensity score matching method at a ratio of 1:1. The data were analysed with the Kaplan–Meier method, log-rank tests, regression analyses and paired t tests. Results Significant differences were detected for changes in the neutrophil-to-lymphocyte ratio (ΔNLR), circulating lymphocyte count (ΔCLC), circulating platelet count (ΔCPC), and circulating neutrophil granulocyte count (ΔCNC) during radiotherapy (P = 0.002, P < 0.001, and P = 0.036, respectively) between the ART and non-ART groups. Differences in acute radiation injury to the parotid glands (PGs) (P < 0.001), skin (P < 0.001), and oral structures (P < 0.001), Δweight (kg) (P = 0.025), and Δweight (%) (P = 0.030) were also significant between the two groups. According to univariate and multivariate analyses, ART (R = 0.531, P = 0.004), skin-related side effects (R = 0.328, P = 0.020), and clinical stage (R = -0.689, P < 0.001) are influencing factors for the ΔNLR in patients. ART is also the influencing factor for the ΔCLC (R = 2.108, P < 0.001) and the only factor affecting the ΔCPC (R = 0.121, P = 0.035). Based on subgroup analyses, for stage T1–2N0–3 disease, ΔCLC was higher in patients in the ART group than in patients in the non-ART group (P < 0.001, P = 0.003, and P = 0.003). Conclusion ART ameliorates changes in haematological indexes (ΔNLR, ΔCLC, and ΔCPC) and reduces side effects to the skin and PGs and weight loss during radiotherapy in patients with NPC, and patients with stage T1–2 disease experience a greater benefit. Electronic supplementary material The online version of this article (10.1186/s13014-019-1350-9) contains supplementary material, which is available to authorized users.
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Zhang X, Hu D, Lin X, Zhang H, Xia Y, Lin J, Zheng X, Peng F, Jie J, Niu W. Prognostic Value of an Inflammation-Related Index in 6,865 Chinese Patients With Postoperative Digestive Tract Cancers: The FIESTA Study. Front Oncol 2019; 9:427. [PMID: 31192131 PMCID: PMC6538942 DOI: 10.3389/fonc.2019.00427] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2018] [Accepted: 05/07/2019] [Indexed: 12/18/2022] Open
Abstract
Objectives: We sought to determine the optimal cutting points for two inflammatory biomarkers, neutrophil-to-lymphocyte ratio (NLR), and platelet-to-lymphocyte ratio (PLR), to assess their prognostic value in patients with postoperative digestive tract cancers overall and by cancer sites, and further to construct an inflammation-related index based on the two biomarkers and assess its predictive performance. Methods: Total 6,865 assessable patients with digestive tract cancers who underwent tumor resection were consecutively enrolled from Fujian Cancer Hospital between January 2000 and December 2010, including 2535/3012/1318 patients with esophageal/gastric/colorectal cancer. The latest follow-up (median: 44.9 months) ended in December 2015. Optimal cutting points were determined using survival tree analysis overall and by cancer sites. Results: Among all study patients, the optimal cutting points were 2.07 and 168.50 to define high and low NLR and PLR, respectively. High NLR (hazard ratio [HR]: 1.48, 95% confidence interval [CI]: 1.37–1.61) and high PLR (HR: 1.41, 95% CI: 1.29–1.53) were associated with a significantly increased risk for the mortality of digestive tract cancers as a whole. By cancer sites, effect-size estimates were comparable and statistically significant. Elevation over the selected optimal cutting points for both NLR and PLR was associated with 1.69-fold increased risk of cancer-specific mortality compared to patients with simultaneously low NLR and PLR among all study patients, and this association persisted by cancer sites, especially for gastric cancer. Conclusions: Our findings demonstrate that the preoperative integrated NLR and PLR, as an inflammation-related index, is a significant independent predictor for postoperative mortality in Chinese patients with digestive tract cancers both overall and by cancer sites.
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Affiliation(s)
- Xinran Zhang
- Institute of Clinical Medical Sciences, China-Japan Friendship Hospital, Beijing, China
| | - Dan Hu
- Department of Pathology, Fujian Cancer Hospital, Fujian Medical University Cancer Hospital, Fuzhou, China
| | - Xiandong Lin
- Department of Radiobiology, Fujian Cancer Hospital, Fujian Medical University Cancer Hospital, Fuzhou, China
| | - Hejun Zhang
- Department of Pathology, Fujian Cancer Hospital, Fujian Medical University Cancer Hospital, Fuzhou, China
| | - Yan Xia
- Department of Pathology, Fujian Cancer Hospital, Fujian Medical University Cancer Hospital, Fuzhou, China
| | - Jinxiu Lin
- Department of Cardiology, First Affiliated Hospital of Fujian Medical University, Fuzhou, China
| | - Xiongwei Zheng
- Department of Pathology, Fujian Cancer Hospital, Fujian Medical University Cancer Hospital, Fuzhou, China
| | - Feng Peng
- Department of Cardiology, First Affiliated Hospital of Fujian Medical University, Fuzhou, China
| | - Jianzheng Jie
- Department of General Surgery, China-Japan Friendship Hospital, Beijing, China
| | - Wenquan Niu
- Institute of Clinical Medical Sciences, China-Japan Friendship Hospital, Beijing, China
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Muratoglu M, Kayipmaz AE, Kavalci C, Kirnap M, Moray G, Haberal M. Platelet-to-Lymphocyte Ratio as a Potential Indicator of Infection-Associated Emergency Visits of Renal Transplant Recipients. EXP CLIN TRANSPLANT 2019; 21:216-219. [PMID: 30968762 DOI: 10.6002/ect.2018.0249] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
OBJECTIVES Infection-associated emergency department use in renal transplant recipients has been increasing as solid-organ transplant has become a more common treatment method for chronic kidney failure. Platelet-to-lymphocyte ratio has been demonstrated to be significantly elevated in nosocomial infections in patients treated at intensive care units and is positively correlated with duration of hospital stay. In this study, we aimed to determine whether the platelet-to-lymphocyte ratio could be used as an indicator of infection in renal transplant patients presenting to emergency departments. MATERIALS AND METHODS This case-control retrospective study included data from between May 2015 and February 2018. We used the patient information management system to review patient medical records and laboratory test results of study participants. RESULTS Our study included 156 adults in the patient group (recipients with infection) and 170 adults in the control group (recipients without infection). We observed significant differences between patient and control groups in terms of the number of days of hospital stay; leukocyte, neutrophil, and lymphocyte counts; the platelet-to-lymphocyte ratio; and C-reactive protein levels. We plotted receiver operating characteristic curves to determine the sensitivity and specificity of the platelet-to-lymphocyte ratio along with C-reactive protein. The areas under the curve were 0.892 for C-reactive protein and 0.707 for the platelet-to-lymphocyte ratio. CONCLUSIONS For systemic inflammation, platelet-to-lymphocyte ratio can be used in conjunction with other biomarkers as an indicator of inflammation in renal transplant recipients who present with infection-associated causes to emergency departments.
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Zhang Q, Qu Y, Liu H, Jia H, Wen F, Pei S, Yu H. Initial platelet-to-lymphocyte count as prognostic factor in limited-stage small cell lung cancer. Biomark Med 2019; 13:249-258. [PMID: 30624082 DOI: 10.2217/bmm-2018-0415] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
Aim: To assessed the prognostic significance of pretreatment platelet-to-lymphocyte ratio (PLR) in patients with limited-stage small cell lung cancer (LS-SCLC). Methods: We retrospectively analyzed 286 patients with LS-SCLC. Results: Sixty received chemotherapy alone, 158 sequential chemo- and radiotherapy, 38 concurrent chemo- and radiotherapy and 30 surgery combined with therapy. The cut-off value of pretreatment PLR was 152.1. The median progression free survival (PFS) and overall survival (OS) in the low and high PLR groups were 27.4 versus 19.5 (p = 0.002) and 14.9 versus 11.4 (p = 0.003) months. Multivariate analysis confirmed that PLR was an independent prognostic factor of OS (hazard ratio = 1.326; p = 0.040) and PFS (hazard ratio = 1.306; p = 0.044), respectively. Conclusion: Pretreatment PLR is an independent prognostic factor of OS and PFS in patients with LS-SCLC.
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Affiliation(s)
- Qing Zhang
- Radiation Oncology Department of Thoracic Cancer, Cancer Hospital of China Medical University, Liaoning Cancer Hospital & Institute, Liaoning, Shenyang 110042, PR China
| | - Yanli Qu
- Radiation Oncology Department of Thoracic Cancer, Cancer Hospital of China Medical University, Liaoning Cancer Hospital & Institute, Liaoning, Shenyang 110042, PR China
| | - Hangyu Liu
- Radiation Oncology Department of Thoracic Cancer, Cancer Hospital of China Medical University, Liaoning Cancer Hospital & Institute, Liaoning, Shenyang 110042, PR China
| | - Hongying Jia
- Radiation Oncology Department of Thoracic Cancer, Cancer Hospital of China Medical University, Liaoning Cancer Hospital & Institute, Liaoning, Shenyang 110042, PR China
| | - Fengyun Wen
- Radiation Oncology Department of Thoracic Cancer, Cancer Hospital of China Medical University, Liaoning Cancer Hospital & Institute, Liaoning, Shenyang 110042, PR China
| | - Shengnan Pei
- Radiation Oncology Department of Thoracic Cancer, Cancer Hospital of China Medical University, Liaoning Cancer Hospital & Institute, Liaoning, Shenyang 110042, PR China
| | - Hong Yu
- Radiation Oncology Department of Thoracic Cancer, Cancer Hospital of China Medical University, Liaoning Cancer Hospital & Institute, Liaoning, Shenyang 110042, PR China
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Du S, Sun H, Gao S, Xin J, Lu Z. Metabolic parameters with different thresholds for evaluating tumor recurrence and their correlations with hematological parameters in locally advanced squamous cell cervical carcinoma: an observational 18F-FDG PET/CT study. Quant Imaging Med Surg 2019; 9:440-452. [PMID: 31032191 DOI: 10.21037/qims.2019.02.09] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Background Positron emission tomography (PET) parameters for a combination of the primary tumor and suspicious metastatic lymph nodes (SMLNs) appear to be more potential than those for the primary tumor alone for evaluating tumor recurrence in locally advanced cervical carcinoma (LACC), while the optimal threshold has not been determined. This study investigated the optimal PET parameters and percentage of SUVmax (%SUVmax) thresholds for tumor recurrence evaluation, and the relationship with hematological parameters in patients with LACC treated with concurrent chemoradiotherapy (CCRT). Methods Eighty-nine patients with advanced squamous cell cervical carcinoma (SCCC) scheduled for CCRT underwent pretreatment whole body PET/CT scans. We analyzed PET parameters including maximum standardized uptake value (SUVmax), metabolic tumor volume (MTV), and total lesion glycolysis (TLG) of the primary tumor (SUVmax-P, MTV-P, TLG-P) and the combination of the primary tumor and SMLNs (SUVmax-C, MTV-C, TLG-C). The association between PET parameters with different %SUVmax threshold and recurrence-free survival (RFS), and the correlations between PET parameters and hematological parameters including squamous cell carcinoma antigen (SCC-ag), neutrophil-lymphocyte ratio (NLR), platelet-lymphocyte ratio (PLR) and hemoglobin (Hb) were evaluated. Results The optimal threshold for evaluating tumor recurrence was 50%SUVmax, and the optimal PET parameter was MTV-C with the 50%SUVmax threshold (MTV-C50%) (c-index =0.752). Multivariate analysis indicated that MTV-C50% [hazard ratio (HR), 1.065; P<0.001], NLR (HR, 1.195; P=0.045) and SMLNs (HR, 2.225; P=0.003) were independent risk factors for RFS. MTV and TLG with most of %SUVmax thresholds had slight-to-moderate correlations with SCC-ag, NLR and PLR. For SCC-ag, MTV-C55% (r=0.500; P<0.001) had the highest correlation coefficient among all parameters. For NLR and PLR, MTV-C50% (r=0.637 and r=0.515, respectively; P<0.001 for both correlations) received the highest correlation coefficient. Conclusions The MTV-C estimated by using a 50%SUVmax threshold, which is related to systemic inflammatory response biomarker (NLR and PLR), can be used as an optimal PET parameter associated with tumor recurrence of LACC.
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Affiliation(s)
- Siyao Du
- 1Department of Radiology, 2Liaoning Provincial Key Laboratory of Medical Imaging, Shengjing Hospital of China Medical University, Shenyang 110004, China
| | - Hongzan Sun
- 1Department of Radiology, 2Liaoning Provincial Key Laboratory of Medical Imaging, Shengjing Hospital of China Medical University, Shenyang 110004, China
| | - Si Gao
- 1Department of Radiology, 2Liaoning Provincial Key Laboratory of Medical Imaging, Shengjing Hospital of China Medical University, Shenyang 110004, China
| | - Jun Xin
- 1Department of Radiology, 2Liaoning Provincial Key Laboratory of Medical Imaging, Shengjing Hospital of China Medical University, Shenyang 110004, China
| | - Zaiming Lu
- 1Department of Radiology, 2Liaoning Provincial Key Laboratory of Medical Imaging, Shengjing Hospital of China Medical University, Shenyang 110004, China
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