1
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Ren X, Zhang L, Wang K, Li F. Causal association of peripheral immune cell counts with risk of prostate cancer: insights from bidirectional Mendelian randomization. Front Oncol 2024; 14:1374927. [PMID: 39678517 PMCID: PMC11638012 DOI: 10.3389/fonc.2024.1374927] [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: 01/23/2024] [Accepted: 10/15/2024] [Indexed: 12/17/2024] Open
Abstract
Objectives This study aimed to examine the causal relationships between peripheral immune cell counts and prostate cancer, adhering to Mendelian Randomization reporting guidelines for transparency and reproducibility. Methods In this study, bidirectional Mendelian randomization (MR) analysis, which includes MR-Egger, weighted median, weighted mode, and inverse variance weighted (IVW) approaches, was utilized to evaluate the bidirectional causal relationship between peripheral immune cell counts and the risk of PCa. Results The primary analysis using the IVW method suggests a potential causal association between basophil counts and the risk of prostate cancer (PCa), with an odds ratio (OR) of 1.111 and a 95% confidence interval (CI) of 1.011-1.222 (P = 0.028). Conversely, non-causal associations have been observed between other peripheral immune cell types, such as white blood cells, neutrophils, lymphocytes, eosinophils, or monocytes, and the incidence of PCa (P values > 0.05). Furthermore, although reverse analysis indicated a causal link between PCa and the counts of leukocytes and neutrophils (OR = 1.013; 95% CI = 1.002-1.225; P = 0.018 and OR = 1.013; 95% CI = 1.002-1.025; P = 0.019), no causal association was detected between PCa and basophil count (P value > 0.050). Conclusion This study suggests a potential bidirectional link between peripheral immune cells and prostate cancer, but inconsistencies in Mendelian Randomization methods mean these findings are preliminary and require further investigation.
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Affiliation(s)
- Xiaolu Ren
- Department of Radiology, General Hospital of Ningxia Medical University, Yinchuan, China
- School of Health Sciences, Universiti Sains Malaysia, Kelantan, Malaysia
| | - Li Zhang
- Department of Urology, People’s Hospital of Wuzhong, Wuzhong, China
| | - Kehua Wang
- Department of Vascular Surgery, General Hospital of Ningxia Medical University, Yinchuan, China
| | - Fang Li
- Department of Neurology, General Hospital of Ningxia Medical University, Yinchuan, China
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San-Jose Manso L, Alfranca A, Moreno-Pérez I, Ruiz-Vico M, Velasco C, Toquero P, Pacheco M, Zapatero A, Aldave D, Celada G, Albers E, Fenor de la Maza MD, García J, Castro E, Olmos D, Colomer R, Romero-Laorden N. Immunome profiling in prostate cancer: a guide for clinicians. Front Immunol 2024; 15:1398109. [PMID: 39635522 PMCID: PMC11614818 DOI: 10.3389/fimmu.2024.1398109] [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: 03/08/2024] [Accepted: 10/28/2024] [Indexed: 12/07/2024] Open
Abstract
Tumor immune microenvironment (TIME) plays a key role to understand how tumors respond to prostate cancer (PC) therapies and potential mechanisms of resistance. Previous research has suggested that specific genomic aberrations, such as microsatellite instability (MSI) or CDK12 bi-allelic loss can allow PC patients more likely to respond to immune checkpoint inhibitors (ICI) or other immune therapies. However, responses to these treatments remain highly variable even in selected patients. Thus, it is essential to obtain more information about tumor immune cells that infiltrate these tumors, and on their plasticity and interactions, in order to better understand the underlying biology to allow development of new therapeutic strategies. This review analyzes: 1) How interactions among immune cell populations and other cells infiltrating the tumor stroma can modulate the progression of PC, 2) How the standard therapies to treat PC (such as androgen deprivation therapy, new androgen-directed hormone therapy or chemotherapy) may influence the dynamic changes of the immunome and 3) What are the limitations in characterizing the immune landscape of the host´s response to tumors.
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Affiliation(s)
| | - Arantzazu Alfranca
- Immunology Department, Hospital Universitario La Princesa, Madrid, Spain
- Personalized Precision Medicine Chair, Universidad Autónoma de Madrid, Madrid, Spain
| | - Ignacio Moreno-Pérez
- Medical Oncology Department, Hospital Universitario Clínico San Carlos, Madrid, Spain
| | - María Ruiz-Vico
- Medical Oncology Department, Hospital Universitario 12 de Octubre, Madrid, Spain
| | - Clara Velasco
- Urology Department, Hospital Universitario La Princesa, Madrid, Spain
| | - Patricia Toquero
- Personalized Precision Medicine Chair, Universidad Autónoma de Madrid, Madrid, Spain
- Medical Oncology Department, Hospital Universitario La Princesa, Madrid, Spain
| | - María Pacheco
- GU Translational Research Unit, Instituto de Investigación Sanitaria de la Princesa, Madrid, Spain
| | - Almudena Zapatero
- Radiation Oncology Department, Hospital Universitario La Princesa, Madrid, Spain
| | - Diego Aldave
- Radiation Oncology Department, Hospital Universitario La Princesa, Madrid, Spain
| | - Guillermo Celada
- Urology Department, Hospital Universitario La Princesa, Madrid, Spain
| | - Eduardo Albers
- Urology Department, Hospital Universitario La Princesa, Madrid, Spain
| | | | - Jorge García
- Biocomputing Unit, Hospital Niño Jesús, Instituto de Investigación Sanitaria de la Princesa, Madrid, Spain
| | - Elena Castro
- Medical Oncology Department, Hospital Universitario 12 de Octubre, Madrid, Spain
| | - David Olmos
- Medical Oncology Department, Hospital Universitario 12 de Octubre, Madrid, Spain
| | - Ramón Colomer
- Personalized Precision Medicine Chair, Universidad Autónoma de Madrid, Madrid, Spain
- Medical Oncology Department, Hospital Universitario La Princesa, Madrid, Spain
| | - Nuria Romero-Laorden
- Personalized Precision Medicine Chair, Universidad Autónoma de Madrid, Madrid, Spain
- Medical Oncology Department, Hospital Universitario La Princesa, Madrid, Spain
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Dahan J, Pinthus J, Delouya G, Taussky D, Duceppe E, de Jesus A, Leong D. Investigation of association between clinically significant prostate cancer, obesity and platelet to-lymphocyte ratio and neutrophil -to-lymphocyte ratio. BMC Urol 2024; 24:226. [PMID: 39407194 PMCID: PMC11481316 DOI: 10.1186/s12894-024-01617-2] [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: 06/19/2024] [Accepted: 10/03/2024] [Indexed: 10/19/2024] Open
Abstract
INTRODUCTION Several blood markers of inflammation are elevated in prostate cancer (PCa) and have prognostic value. Little is known about the relationship between these markers, PCa, and other factors associated with chronic inflammation, such as smoking and obesity. We analyzed the interaction between neutrophil and platelet counts indexed to lymphocyte count (NLR and PLR, resp.) and clinically significant PCa (csPCa), accounting for the potential confounding factors of systemic inflammation. METHODS NLR and PLR were evaluated in a multicenter prospective study in 443 patients. CsPCa was defined as a Gleason ≥ 4 + 3. Differences between patients with csPCa and non-csPCA were evaluated using the chi-square test, analysis of variance or the Kruskal-Wallis test. Multivariable logistic regression analysis adjusted for smoking, hypertension, diabetes, and cardiovascular disease, and in separate models, either body mass index or waist-to-hip ratio was used to characterize the relationship between inflammation and csPCa. RESULTS None of the factors such as plateletcrit, NLR, and PLR were significantly different between patients with csPCa or non-significant PCa. After adjustment, there was no association between PLR, NLR, plateletcrit or platelet count and csPCa. In an exploratory analysis, there was no association between markers of inflammation and PSA levels > 10 ng/mL. When testing different NLR cutoffs to predict csPCa in ROC analysis, none reached a clinically meaningful value. CONCLUSION In contrast to previous studies, we found no significant association between easily available blood markers of inflammation and indices of PCa aggressiveness. Further research is required to determine whether inflammation promotes PCa. (ClinicalTrials.gov: NCT03127631. Date of registration: April 25, 2017.
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Affiliation(s)
- Johanna Dahan
- Department of Radiation Oncology, Centre hospitalier de l'Université de Montréal, 1000 rue St Denis, Montréal, QC, H2X 0C1, Canada
| | - Jehonathan Pinthus
- Department of Surgery, Juravinski Cancer Center/Hamilton Health Sciences, McMaster University, Hamilton, Canada
- Department of Surgery, Division of Urology, McMaster University, St. Joseph's Healthcare, Hamilton, Canada
| | - Guila Delouya
- Department of Radiation Oncology, Centre hospitalier de l'Université de Montréal, 1000 rue St Denis, Montréal, QC, H2X 0C1, Canada
| | - Daniel Taussky
- Department of Radiation Oncology, Centre hospitalier de l'Université de Montréal, 1000 rue St Denis, Montréal, QC, H2X 0C1, Canada.
| | - Emmanuelle Duceppe
- Department of Medicine, Centre hospitalier de l'Université de Montréal, Montréal, Canada
| | - Amanda de Jesus
- Population Health Research Institute, McMaster University, Hamilton, Canada
| | - Darryl Leong
- Departments of Medicine and Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Canada
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4
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Wang L, Li X, Liu M, Zhou H, Shao J. Association between monocyte-to-lymphocyte ratio and prostate cancer in the U.S. population: a population-based study. Front Cell Dev Biol 2024; 12:1372731. [PMID: 38645410 PMCID: PMC11026607 DOI: 10.3389/fcell.2024.1372731] [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: 01/18/2024] [Accepted: 03/21/2024] [Indexed: 04/23/2024] Open
Abstract
Introduction Monocyte-to-lymphocyte ratio (MLR) is a convenient and noninvasive inflammatory biomarker, and inflammation has been reported to be associated with prostate cancer (PCa). Our objective was to ascertain any possible correlation between PCa and MLR. Methods We utilized data from the 1999-2020 cycles of the National Health and Nutrition Examination Survey (NHANES) regarding MLR and PCa. The independent associations of MLR and other inflammatory biomarkers (platelet-to-lymphocyte ratio (PLR), systemic immune-inflammation index (SII), neutrophil-to-lymphocyte ratio (NLR), system inflammation response index (SIRI), and aggregate index of systemic inflammation (AISI)) with PCa was investigated using weighted multivariate logistic regression and generalized additive models. Receiver operating characteristic (ROC) curves were conducted to evaluate and contrast their diagnostic capabilities. Results The analysis we conducted comprised 25,367 persons in total. The mean MLR was 0.31 ± 0.14. The prevalence of PCa was 3.1%. A positive association was found between MLR and PCa (OR = 2.28; 95% CI: 1.44, 3.62). According to the interaction tests, age, body mass index (BMI), hypertension, diabetes, and smoking status did not significantly impact the relationship between MLR and PCa (all p for interaction >0.05). ROC analysis showed that MLR had a stronger discriminative ability and accuracy in predicting PCa than other inflammatory biomarkers (NLR, SII, AISI, PLR, and SIRI). Conclusion MLR might be better than other inflammatory biomarkers (NLR, SIRI, AISI, PLR, and SII) in predicting PCa. American adults who have elevated levels of MLR, NLR, PLR, SII, and AISI should be aware that they have a greater risk of PCa.
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Affiliation(s)
- Lanyu Wang
- Department of Urology, The Affiliated Wuxi People’s Hospital of Nanjing Medical University, Wuxi People’s Hospital, Wuxi Medical Center, Nanjing Medical University, Wuxi, Jiangsu, China
| | - Xiaowan Li
- Department of Critical Care Medicine, The Affiliated Wuxi People’s Hospital of Nanjing Medical University, Wuxi People’s Hospital, Wuxi Medical Center, Nanjing Medical University, Wuxi, Jiangsu, China
| | - Min Liu
- Department of Critical Care Medicine, The Affiliated Wuxi People’s Hospital of Nanjing Medical University, Wuxi People’s Hospital, Wuxi Medical Center, Nanjing Medical University, Wuxi, Jiangsu, China
| | - Hongyi Zhou
- Department of Urology, The Affiliated Wuxi People’s Hospital of Nanjing Medical University, Wuxi People’s Hospital, Wuxi Medical Center, Nanjing Medical University, Wuxi, Jiangsu, China
| | - Jianfeng Shao
- Department of Urology, Wuxi No. 2 People’s Hospital (Jiangnan University Medical Center), Wuxi, Jiangsu, China
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Ndinguri M, Middleton L, Unrine J, Lui S, Rollins J, Nienaber E, Spease C, Williams A, Cormier L. Therapeutic dosing and targeting efficacy of Pt-Mal-LHRH towards triple negative breast cancer. PLoS One 2023; 18:e0287151. [PMID: 37816015 PMCID: PMC10564129 DOI: 10.1371/journal.pone.0287151] [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: 12/31/2022] [Accepted: 05/31/2023] [Indexed: 10/12/2023] Open
Abstract
OBJECTIVE Pt-Mal-LHRH is a newly synthesized chemotherapeutic agent that was designed to selectively target the luteinizing hormone-releasing hormone (LHRH) receptor expressed by triple negative breast cancer (TNBC). The aim of this study was to evaluate the therapeutic dosing, tumor reduction efficacy, and selective distribution of Pt-Mal-LHRH in-vivo. METHODS AND RESULTS LHRH tissue expression levels in-vivo were investigated using western blotting and LHRH was found to be increased in reproductive tissues (mammary, ovary, uterus). Further, Pt-Mal-LHRH was found to have increased TNBC tumor tissue platinum accumulation compared to carboplatin by inductively coupled plasma mass spectrometry analysis. The platinum family, compound carboplatin, was selected for comparison due to its similar chemical structure and molar equivalent doses were evaluated. Moreover, in-vivo distribution data indicated selective targeting of Pt-Mal-LHRH by enhanced reproductive tissue accumulation compared to carboplatin. Further, TNBC tumor growth was found to be significantly attenuated by Pt-Mal-LHRH compared to carboplatin in both the 4T1 and MDA-MB-231 tumor models. There was a significant reduction in tumor volume in the 4T1 tumor across Pt-Mal-LHRH doses (2.5-20 mg/kg/wk) and in the MDA-MB-231 tumor at the dose of 10 mg/kg/wk in models conducted by an independent contract testing laboratory. CONCLUSION Our data indicates Pt-Mal-LHRH is a targeting chemotherapeutic agent towards the LHRH receptor and reduces TNBC tumor growth in-vivo. This study supports drug conjugation design models using the LHRH hormone for chemotherapeutic delivery as Pt-Mal-LHRH was found to be a more selective and efficacious than carboplatin. Further examination of Pt-Mal-LHRH is warranted for its clinical use in TNBCs, along with, other reproductive cancers overexpressing the LHRH receptor.
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Affiliation(s)
- Margaret Ndinguri
- Department of Chemistry, Eastern Kentucky University, Richmond, Kentucky, United States of America
| | - Lisa Middleton
- Department of Biological Sciences, Eastern Kentucky University, Richmond, Kentucky, United States of America
| | - Jason Unrine
- Department of Plant and Soil Sciences, University of Kentucky, Lexington, Kentucky, United States of America
| | - Shu Lui
- Department of Physiology, University of Kentucky, Lexington, Kentucky, United States of America
| | - Joseph Rollins
- Department of Biological Sciences, Eastern Kentucky University, Richmond, Kentucky, United States of America
| | - Emma Nienaber
- Department of Biological Sciences, Eastern Kentucky University, Richmond, Kentucky, United States of America
| | - Cassidy Spease
- Department of Biological Sciences, Eastern Kentucky University, Richmond, Kentucky, United States of America
| | - Aggie Williams
- Department of Biological Sciences, Eastern Kentucky University, Richmond, Kentucky, United States of America
| | - Lindsay Cormier
- Department of Biological Sciences, Eastern Kentucky University, Richmond, Kentucky, United States of America
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6
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Westhofen T, Bensel M, Schlenker B, Becker A, Stief CG, Kretschmer A, Buchner A. The impact of previous inguinal mesh hernioplasty on oncological and patient-reported outcomes following radical prostatectomy. Prostate 2023; 83:1313-1322. [PMID: 37394751 DOI: 10.1002/pros.24593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Revised: 06/14/2023] [Accepted: 06/19/2023] [Indexed: 07/04/2023]
Abstract
BACKGROUND The impact of previous inguinal mesh hernioplasty (MH) with non-resorbable mesh prostheses on surgical performance of radical prostatectomy (RP) has been controversially discussed, with unknown impact of MH on oncologic outcomes and health-related quality of life (HRQOL) following RP. We therefore aimed to assess the influence of previous MH on metastasis-free survival (MFS), biochemical recurrence-free survival (BRFS), and HRQOL following RP. METHODS We identified 344 patients with previous MH prior RP within our prospectively assessed institutional database of 6275 patients treated with RP for PC (2008-2019). A 1:3 propensity-score matched analysis of 1345 men (n = 319 previous MH, n = 1026 no previous MH) was conducted. Primary endpoint was MFS and secondary endpoints were BRFS and HRQOL (based on EORTC QLQ-C30). Binary logistic regression, Kaplan-Meier, and Cox regression models tested the effect of previous MH on MFS, BRFS, and HRQOL (p < 0.05). RESULTS Median follow-up was 47 months. Patients with previous MH had significantly lower 5-year MFS (72% vs. 85%, p < 0.001) and 5-year BRFS estimates (43% vs. 57%, p < 0.001). In multivariate analysis, previous MH was confirmed as an independent predictor for impaired MFS (hazard ratio [HR]: 3.772, 95% CI 1.12-12.64, p = 0.031) and BRFS (HR: 1.862, 95% CI: 1.22-2.85, p = 0.004). These results held true if stratified for surgical approach or limited to patients with successful PLND. We found significantly shorter median time to continence recovery for patients without previous MH (p = 0.001) without significant differences in total continence recovery rates, erectile function recovery, and HRQOL. CONCLUSIONS Our findings show an impaired oncologic outcome for patients with previous MH following RP with no significant differences regarding continence recovery, erectile function recovery, and general HRQOL.
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Affiliation(s)
- Thilo Westhofen
- Department of Urology, Ludwig-Maximilians-University of Munich, Munich, Germany
| | - Moritz Bensel
- Department of Urology, Ludwig-Maximilians-University of Munich, Munich, Germany
| | - Boris Schlenker
- Department of Urology, Ludwig-Maximilians-University of Munich, Munich, Germany
| | - Armin Becker
- Department of Urology, Ludwig-Maximilians-University of Munich, Munich, Germany
| | - Christian G Stief
- Department of Urology, Ludwig-Maximilians-University of Munich, Munich, Germany
| | - Alexander Kretschmer
- Department of Urology, Ludwig-Maximilians-University of Munich, Munich, Germany
- Janssen Global Research and Development, Los Angeles, California, USA
| | - Alexander Buchner
- Department of Urology, Ludwig-Maximilians-University of Munich, Munich, Germany
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Cantó E, Anguera G, Jiménez N, Mellado B, Ramírez O, Mariscal A, Maroto P, Vidal S. Association between the Immunophenotype of Peripheral Blood from mCRPC Patients and the Outcomes of Radium-223 Treatment. Diagnostics (Basel) 2023; 13:2222. [PMID: 37443615 DOI: 10.3390/diagnostics13132222] [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: 06/15/2023] [Revised: 06/26/2023] [Accepted: 06/26/2023] [Indexed: 07/15/2023] Open
Abstract
(1) Background: Prostate cancer is the second most common cancer in men, with androgen suppression as the standard treatment. Despite initially responding to castration, most metastatic prostate cancer patients eventually experience progression. In these cases, Radium-223 is the chosen treatment. We hypothesized that the immunophenotype of circulating leukocytes conditions the response to Radium-223 treatment. (2) Material and Methods: In this prospective study, we collected peripheral blood from twelve mCRPC patients and nine healthy donors before (baseline) and during treatment with Radium-223. Immunophenotyping and the percentages of leukocyte-platelet complexes were determined by flow cytometry. The increments or decrements of leukocyte subsets between the baseline and the second Radium-223 injection were also calculated. (3) Results: At baseline, the mCRPC patients had a lower percentages of CD4+ T cells and B cells and higher percentages of NK and neutrophils than the HDs. In addition, they had more OX40+ CD4+ T cells, PD-L1+ CD8low cells, PD-L1+ B cells, PD-L1+ NK cells, and monocyte-platelet complexes than the HDs. Moreover, patients with slow and fast progression had different percentages of PD-L1+ CD8+ T cells. In particular, slow progression patients underwent an increment of PD-L1+ CD8+ T cells after two cycles of Radium-223. (4) Conclusions: The characterization of circulating immune cells before initiating Radium-223 treatment could become a non-invasive indicator of the response.
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Affiliation(s)
- Elisabet Cantó
- Inflammatory Diseases, Institut de Recerca de l'Hospital de la Santa Creu i Sant Pau, Biomedical Research Institute Sant Pau (IIB Sant Pau), 08041 Barcelona, Spain
| | - Georgia Anguera
- Department of Medical Oncology, Hospital de la Santa Creu i Sant Pau, Autonomous University of Barcelona, 08025 Barcelona, Spain
| | - Natalia Jiménez
- Translational Genomics and Targeted Therapeutics in Solid Tumors Laboratory, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), 08036 Barcelona, Spain
| | - Begoña Mellado
- Medical Oncology Department, Hospital Clinic Institut d'Investigacions Biomèdiques August Pi i Sunyer, 08036 Barcelona, Spain
| | - Ona Ramírez
- Medical Oncology Department, Institut de Recerca de l'Hospital de la Santa Creu i Sant Pau, Biomedical Research Institute Sant Pau (IIB Sant Pau), 08041 Barcelona, Spain
| | - Anais Mariscal
- Immunology Department, Hospital de la Santa Creu i Sant Pau, Biomedical Research Institute Sant Pau (IIB Sant Pau), 08041 Barcelona, Spain
| | - Pablo Maroto
- Department of Medical Oncology, Hospital de la Santa Creu i Sant Pau, Autonomous University of Barcelona, 08025 Barcelona, Spain
| | - Silvia Vidal
- Inflammatory Diseases, Institut de Recerca de l'Hospital de la Santa Creu i Sant Pau, Biomedical Research Institute Sant Pau (IIB Sant Pau), 08041 Barcelona, Spain
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Tomioka M, Saigo C, Kawashima K, Suzui N, Miyazaki T, Takeuchi S, Kawase M, Kawase K, Kato D, Takai M, Iinuma K, Nakane K, Takeuchi T, Koie T. Clinical Predictors of Grade Group Upgrading for Radical Prostatectomy Specimens Compared to Those of Preoperative Needle Biopsy Specimens. Diagnostics (Basel) 2022; 12:diagnostics12112760. [PMID: 36428820 PMCID: PMC9689294 DOI: 10.3390/diagnostics12112760] [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: 10/14/2022] [Revised: 11/02/2022] [Accepted: 11/09/2022] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Decision-making and selection of treatment modalities for newly diagnosed prostate cancer (PCa) are often determined by risk stratification using grade group (GG), prostate-specific antigen (PSA), and clinical stage. The discrepancies between needle biopsy (NB) and radical prostatectomy (RP) specimens often occur because of the sampling errors in NB or multifocal features of PCa. Thus, we aimed to estimate the preoperative clinical factors for predicting GG upgrading after robot-assisted RP (RARP). METHODS In this retrospective study, we reviewed the clinical and pathological records of patients who underwent RARP at Gifu University Hospital. We focused on patients with organ-confined PCa who had not received neoadjuvant therapy prior to RARP. The primary endpoint was identified as the predictive factor of GG upgrading for RARP specimens compared to those of NB specimens. RESULTS Eighty-one patients were included in this study. The enrolled patients were divided into two groups: those who had GG upgrading for RARP specimens (the NB upgrade group) or those who did not have GG upgrading (the no upgrade group). The median age of all patients was 70 years, and the median body mass index (BMI) was 22.9 kg/m2. The median neutrophil count was 3720/μL, lymphocyte count was 1543/μL, and neutrophil-to-lymphocyte ratio (NLR) was 2.24. In univariate analysis, BMI, PSA, neutrophil count, and NLR were significantly associated with GG upgrading in RARP specimens compared to NB specimens. BMI and NLR were identified as strong predictive factors for GG upgrading in RARP specimens in the multivariate analysis. CONCLUSIONS Although this study's small number of enrolled patients was a vital weakness, BMI and NLR might have been significantly correlated with GG upgrading for RP specimens compared with NB specimens. Therefore, BMI and NLR may have potential benefits for newly diagnosed patients with PCa in terms of decision-making and the selection of treatment modalities.
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Affiliation(s)
- Masayuki Tomioka
- Department of Urology, Gifu University Graduate School of Medicine, Gifu 5011194, Japan
| | - Chiemi Saigo
- Department of Pathology and Translational Research, Gifu University Graduate School of Medicine, Gifu 5011194, Japan
| | - Keisuke Kawashima
- Department of Pathology and Translational Research, Gifu University Graduate School of Medicine, Gifu 5011194, Japan
| | - Natsuko Suzui
- Department of Pathology, Gifu University Hospital, Gifu 5011194, Japan
| | | | - Shinichi Takeuchi
- Department of Urology, Gifu University Graduate School of Medicine, Gifu 5011194, Japan
| | - Makoto Kawase
- Department of Urology, Gifu University Graduate School of Medicine, Gifu 5011194, Japan
| | - Kota Kawase
- Department of Urology, Gifu University Graduate School of Medicine, Gifu 5011194, Japan
| | - Daiki Kato
- Department of Urology, Gifu University Graduate School of Medicine, Gifu 5011194, Japan
| | - Manabu Takai
- Department of Urology, Gifu University Graduate School of Medicine, Gifu 5011194, Japan
| | - Koji Iinuma
- Department of Urology, Gifu University Graduate School of Medicine, Gifu 5011194, Japan
| | - Keita Nakane
- Department of Urology, Gifu University Graduate School of Medicine, Gifu 5011194, Japan
| | - Tamotsu Takeuchi
- Department of Pathology and Translational Research, Gifu University Graduate School of Medicine, Gifu 5011194, Japan
| | - Takuya Koie
- Department of Urology, Gifu University Graduate School of Medicine, Gifu 5011194, Japan
- Correspondence: ; Tel.: +81-582306000
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9
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Patysheva M, Frolova A, Larionova I, Afanas'ev S, Tarasova A, Cherdyntseva N, Kzhyshkowska J. Monocyte programming by cancer therapy. Front Immunol 2022; 13:994319. [PMID: 36341366 PMCID: PMC9631446 DOI: 10.3389/fimmu.2022.994319] [Citation(s) in RCA: 29] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Accepted: 09/27/2022] [Indexed: 08/27/2023] Open
Abstract
Monocytes in peripheral blood circulation are the precursor of essential cells that control tumor progression, that include tumor-associated macrophages (TAMs), dendritic cells (DCs) and myeloid-derive suppressor cells (MDSC). Monocytes-derived cells orchestrate immune reactions in tumor microenvironment that control disease outcome and efficiency of cancer therapy. Four major types of anti-cancer therapy, surgery, radiotherapy, chemotherapy, and most recent immunotherapy, affect tumor-associated macrophage (TAM) polarization and functions. TAMs can also decrease the efficiency of therapy in a tumor-specific way. Monocytes is a major source of TAMs, and are recruited to tumor mass from the blood circulation. However, the mechanisms of monocyte programming in circulation by different therapeutic onsets are only emerging. In our review, we present the state-of-the art about the effects of anti-cancer therapy on monocyte progenitors and their dedifferentiation, on the content of monocyte subpopulations and their transcriptional programs in the circulation, on their recruitment into tumor mass and their potential to give origin for TAMs in tumor-specific microenvironment. We have also summarized very limited available knowledge about genetics that can affect monocyte interaction with cancer therapy, and highlighted the perspectives for the therapeutic targeting of circulating monocytes in cancer patients. We summarized the knowledge about the mediators that affect monocytes fate in all four types of therapies, and we highlighted the perspectives for targeting monocytes to develop combined and minimally invasive anti-cancer therapeutic approaches.
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Affiliation(s)
- Marina Patysheva
- Laboratory of Translational Cellular and Molecular Biomedicine, Tomsk State University, Tomsk, Russia
- Laboratory of Tumor Progression Biology, Cancer Research Institute, Tomsk National Research Medical Center, Russian Academy of Sciences, Tomsk, Russia
| | - Anastasia Frolova
- Laboratory of Translational Cellular and Molecular Biomedicine, Tomsk State University, Tomsk, Russia
- Laboratory of Molecular Oncology and Immunology, Cancer Research Institute, Tomsk National Research Medical Center, Russian Academy of Sciences, Tomsk, Russia
| | - Irina Larionova
- Laboratory of Translational Cellular and Molecular Biomedicine, Tomsk State University, Tomsk, Russia
- Laboratory of Tumor Progression Biology, Cancer Research Institute, Tomsk National Research Medical Center, Russian Academy of Sciences, Tomsk, Russia
- Laboratory of Genetic Technologies, Siberian State Medical University, Tomsk, Russia
| | - Sergey Afanas'ev
- Laboratory of Translational Cellular and Molecular Biomedicine, Tomsk State University, Tomsk, Russia
- Department of Abdominal Oncology, Cancer Research Institute, Tomsk National Research Medical Center, Russian Academy of Sciences, Tomsk, Russia
| | - Anna Tarasova
- Department of Abdominal Oncology, Cancer Research Institute, Tomsk National Research Medical Center, Russian Academy of Sciences, Tomsk, Russia
| | - Nadezhda Cherdyntseva
- Laboratory of Translational Cellular and Molecular Biomedicine, Tomsk State University, Tomsk, Russia
- Laboratory of Molecular Oncology and Immunology, Cancer Research Institute, Tomsk National Research Medical Center, Russian Academy of Sciences, Tomsk, Russia
- Laboratory of Genetic Technologies, Siberian State Medical University, Tomsk, Russia
| | - Julia Kzhyshkowska
- Laboratory of Translational Cellular and Molecular Biomedicine, Tomsk State University, Tomsk, Russia
- Laboratory of Genetic Technologies, Siberian State Medical University, Tomsk, Russia
- Institute of Transfusion Medicine and Immunology, Institute for Innate Immunoscience (MI3), Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany
- German Red Cross Blood Service Baden-Württemberg – Hessen, Mannheim, Germany
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10
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Pre-Treatment Hemoglobin Concentration and Absolute Monocyte Count as Independent Prognostic Factors for Survival in Localized or Locally Advanced Prostate Cancer Patients Undergoing Radiotherapy. Biomedicines 2022; 10:biomedicines10102514. [PMID: 36289778 PMCID: PMC9599626 DOI: 10.3390/biomedicines10102514] [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: 09/15/2022] [Revised: 09/29/2022] [Accepted: 10/03/2022] [Indexed: 11/25/2022] Open
Abstract
The prognostic value of inflammatory indices, such as the absolute monocyte count (AMC), has been a subject of interest in recent prostate cancer (PCa) studies, while hemoglobin concentration (HGB) has been recognized as a survival factor in castration-resistant metastatic prostate cancer, but its value remains unclear in localized diseases. The aim of this study was to test the prognostic value of these two simple and inexpensive biomarkers for survival and was based on a cohort of 1016 patients treated with primary radiotherapy and androgen deprivation therapy for localized or locally advanced intermediate- or high-risk PCa. Complete survival data were available for all cases and were based on the National Cancer Registry, with a median observation time of 120 months (Interquartile Range (IQR) 80.9–144.7). Missing blood test data were supplemented using the Nearest Neighbor Imputation, and the Cox Proportional Hazards Regression model was used for analysis. The median age was 68.8 years (IQR 63.3–73.5). The five-year overall survival was 82.8%, and 508 patients were alive at the time of analysis. The median time between blood tests and the first day of radiotherapy was 6 days (IQR 0–19). HGB (p = 0.009) and AMC (p = 0.003) were independent prognostic factors for survival, along with age, Gleason Grade Group, clinical T stage and maximum prostate-specific antigen concentration. This study demonstrates that HGB and AMC can be useful biomarkers for overall survival in patients treated with radiotherapy for localized intermediate- or high-risk PCa.
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11
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Integrative Analysis of Bulk RNA-Seq and Single-Cell RNA-Seq Unveils the Characteristics of the Immune Microenvironment and Prognosis Signature in Prostate Cancer. JOURNAL OF ONCOLOGY 2022; 2022:6768139. [PMID: 35909899 PMCID: PMC9325591 DOI: 10.1155/2022/6768139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 06/10/2022] [Accepted: 06/21/2022] [Indexed: 12/01/2022]
Abstract
The immune microenvironment is a culmination of the collaborative effort of immune cells and is important in cancer development. The underlying mechanisms of the tumor immune microenvironment in regulating prostate cancer (PRAD) are unclear. In the current study, 144 natural killer cell-related genes were identified using differential expression, single-sample gene set enrichment analysis, and weighted gene coexpression network analysis. Furthermore, VCL, ACTA2, MYL9, MYLK, MYH11, TPM1, ACTG2, TAGLN, and FLNC were selected as hub genes via the protein-protein interaction network. Based on the expression patterns of the hub genes, endothelial, epithelial, and tissue stem cells were identified as key cell subpopulations, which could regulate PRAD via immune response, extracellular signaling, and protein formation. Moreover, 27 genes were identified as prognostic signatures and used to construct the risk score model. Receiver operating characteristic curves revealed the good performance of the risk score model in both the training and testing datasets. Different chemotherapeutic responses were observed between the low- and high-risk groups. Additionally, a nomogram based on the risk score and other clinical features was established to predict the 1-, 3-, and 5-year progression-free interval of patients with PRAD. This study provides novel insights into the molecular mechanisms of the immune microenvironment and its role in the pathogenesis of PARD. The identification of key cell subpopulations has a potential therapeutic and prognostic use in PRAD.
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12
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Coradduzza D, Solinas T, Balzano F, Culeddu N, Rossi N, Cruciani S, Azara E, Maioli M, Zinellu A, De Miglio MR, Madonia M, Falchi M, Carru C. miRNAs as molecular biomarkers for prostate cancer. J Mol Diagn 2022; 24:1171-1180. [PMID: 35835374 DOI: 10.1016/j.jmoldx.2022.05.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 04/05/2022] [Accepted: 05/23/2022] [Indexed: 01/10/2023] Open
Abstract
MicroRNAs (miRNAs) are short noncoding RNA able to regulate specific mRNA stability, thus influencing target gene expression. Disrupted levels of several miRNA have been associated with prostate cancer, the leading cause of cancer death among men and the fifth leading cause of death worldwide. Here, we investigated whether miR-145, miR-148, and miR-185 circulating levels in plasma could be used as molecular biomarkers, to allow distinguishing between individuals with benign prostatic hyperplasia, precancerous lesion, and prostate cancer. In this study, we recruited 170 urological clinic patients with suspected prostate cancer who underwent prostate biopsy. Total RNA was isolated from plasma, and TaqMan MicroRNA assays were used to analyze miR-145, miR-185, and miR-148 expression. First, differential miRNA expression among patient groups was evaluated. Then, miRNA levels were combined with clinical assessment outcomes, including results from invasive tests, using multivariate analysis to examine their ability in discriminating among the three patient groups. Our results suggest that miRNA is a promising molecular tool for clinical management of at-risk patients.
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Affiliation(s)
| | - Tatiana Solinas
- Urologic Clinic, Dep. of Clinical and Experimental Medicine, University of Sassari
| | - Francesca Balzano
- Department of Biomedical Sciences, University of Sassari, Sassari, Italy
| | - Nicola Culeddu
- Institute of Biomolecular Chemistry, National Research Council, Sassari, Italy
| | - Niccolò Rossi
- Department of Twin Research and Genetic Epidemiology, King's College London, London, UK
| | - Sara Cruciani
- Department of Biomedical Sciences, University of Sassari, Sassari, Italy
| | - Emanuela Azara
- Institute of Biomolecular Chemistry, National Research Council, Sassari, Italy
| | - Margherita Maioli
- Department of Biomedical Sciences, University of Sassari, Sassari, Italy
| | - Angelo Zinellu
- Department of Biomedical Sciences, University of Sassari, Sassari, Italy
| | | | - Massimo Madonia
- Urologic Clinic, Dep. of Clinical and Experimental Medicine, University of Sassari
| | - Mario Falchi
- Department of Twin Research and Genetic Epidemiology, King's College London, London, UK
| | - Ciriaco Carru
- Department of Biomedical Sciences, University of Sassari, Sassari, Italy; University Hospital of Sassari (AOU), Sassari, Italy.
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13
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Hadadi A, Smith KE, Wan L, Brown JR, Russler G, Yantorni L, Caulfield S, Lafollette J, Moore M, Kucuk O, Carthon B, Nazha B, Liu Y, Bilen MA. Baseline basophil and basophil-to-lymphocyte status is associated with clinical outcomes in metastatic hormone sensitive prostate cancer. Urol Oncol 2022; 40:271.e9-271.e18. [PMID: 35466038 PMCID: PMC9117505 DOI: 10.1016/j.urolonc.2022.03.016] [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: 10/17/2021] [Revised: 02/17/2022] [Accepted: 03/25/2022] [Indexed: 10/18/2022]
Abstract
BACKGROUND Biomarkers have the potential to provide clinical guidance, but there is limited data for biomarkers in metastatic hormone sensitive prostate cancer (mHSPC). METHODS We performed a retrospective multicenter review from Winship Cancer Institute at Emory University and Georgia Cancer Center for Excellence at Grady Memorial Hospital (2014-2020) in the United States of America (USA). We collected demographics, disease characteristics, and laboratory data, including complete blood counts (CBC) at the start of upfront therapy. We evaluated overall survival (OS) and progression-free survival (PFS) associated with baseline lab values. RESULTS 165 patients were included with a median follow-up time of 33.5 months (mo). 105 (63.6%) had Gleason scores of 8-10 and 108 (65.9%) were classified as high-volume disease. 92 patients received upfront docetaxel (55.8%) and 73 received upfront abiraterone (44.2%). Univariate analyses (UVA) and multivariable analyses (MVA) identified worse clinical outcomes (CO) associated with elevated basophils and basophil-to-lymphocyte ratio (BLR). Based on MVA, elevated basophils (defined as ≥0.1, optimal cut) were associated with a hazard ratio (HR) of 3.51 (95% CI 1.65-7.43, P 0.001) for OS and HR of 1.88 (95% CI 1.05-3.38, P 0.034) for PFS. Our MVA also found that BLR ≥0.0142 was associated with HR 2.11 (95% CI 1.09-4.10, P 0.028) for OS; however, PFS was not statistically significant. CONCLUSION We conclude that elevated baseline basophils and BLR are associated with worse clinical outcomes in mHSPC. Although results require further validation, BLR is a potential prognostic biomarker.
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Affiliation(s)
- Agreen Hadadi
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, GA
| | - Katherine Er Smith
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, GA
| | - Limeng Wan
- Departments of Biostatistics and Bioinformatics, Emory University, Atlanta, GA
| | - Jacqueline R Brown
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, GA; Department of Medical Oncology, Winship Cancer Institute of Emory University, Atlanta, GA
| | - Greta Russler
- Department of Medical Oncology, Winship Cancer Institute of Emory University, Atlanta, GA
| | - Lauren Yantorni
- Department of Medical Oncology, Winship Cancer Institute of Emory University, Atlanta, GA
| | - Sarah Caulfield
- Department of Medical Oncology, Winship Cancer Institute of Emory University, Atlanta, GA
| | | | - Melvin Moore
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, GA; Department of Medical Oncology, Winship Cancer Institute of Emory University, Atlanta, GA; Grady Cancer Center for Excellence, Grady Memorial Hospital, Atlanta, GA
| | - Omer Kucuk
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, GA; Department of Medical Oncology, Winship Cancer Institute of Emory University, Atlanta, GA; Grady Cancer Center for Excellence, Grady Memorial Hospital, Atlanta, GA
| | - Bradley Carthon
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, GA; Department of Medical Oncology, Winship Cancer Institute of Emory University, Atlanta, GA; Grady Cancer Center for Excellence, Grady Memorial Hospital, Atlanta, GA
| | - Bassel Nazha
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, GA; Department of Medical Oncology, Winship Cancer Institute of Emory University, Atlanta, GA; Grady Cancer Center for Excellence, Grady Memorial Hospital, Atlanta, GA
| | - Yuan Liu
- Departments of Biostatistics and Bioinformatics, Emory University, Atlanta, GA
| | - Mehmet A Bilen
- Department of Hematology and Medical Oncology, Emory University School of Medicine, Atlanta, GA; Department of Medical Oncology, Winship Cancer Institute of Emory University, Atlanta, GA; Grady Cancer Center for Excellence, Grady Memorial Hospital, Atlanta, GA.
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14
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Du J, Lan J, Xiong J, Yang H, Xu X, Tang C, Huang G, Ying Q, Mu J, Hu Q. Efficiency of C-reactive protein in prognosis evaluation of prostate cancer: a systematic review and meta-analysis. Transl Cancer Res 2021; 10:4432-4439. [PMID: 35116300 PMCID: PMC8798868 DOI: 10.21037/tcr-21-2097] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Accepted: 10/22/2021] [Indexed: 12/31/2022]
Abstract
Background Tumor markers can be diagnostically suggestive and are sometimes even related to prognostic prediction certain diseases. Multiple studies have shown the effectiveness in the prediction of prostate cancer (PCa) by the use of C-reactive protein (CRP). This meta-analysis was conducted to facilitate a conclusion regarding the values of CRP in the prediction of survival rate in patients with PCa. Methods Manuscripts were searched, identified, and collected from different databases; quality evaluation was performed according to the different search strategies involved. Information including the comparison between overall survival (OS) and cancer-specific survival (CSS) rate were retained from different studies in patients with evaluated or lowered CRP levels. Progression-free survival (PFS) was also recorded in relation to the log of CRP. Level of relevance was assessed using hazard ratio (HR) and 95% confidence interval (CI). Heterogenicity testing was performed by using Cochran’s Q test and Higgins I2 statistics. When P value <0.05, the outcome was considered statistically significant. Results A total 12 of manuscripts were included and evaluated from the 1,523 initially identified studies. The results of OS and PFS were 1.57 (95% CI: 1.34 to 1.85) and 1.50 (95% CI: 1.25 to 1.81), respectively. For CSS, the combined HR and 95% CI was 1.92 (95% CI: 1.36 to 2.70), which revealed a significant correlation between increased level of CRP and CSS in PCa patients. Conclusions This meta-analysis revealed that CRP value could be one of the critical indicators to predict the survival rate of PCa patients.
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Affiliation(s)
- Jianhui Du
- Department of Urology, People's Hospital of Guang'an City, Guang'an, China
| | - Jianhua Lan
- Department of Urology, People's Hospital of Guang'an City, Guang'an, China
| | - Jingjing Xiong
- Department of Urology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Hai Yang
- Department of Urology, People's Hospital of Guang'an City, Guang'an, China
| | - Xiaohan Xu
- Department of Urology, People's Hospital of Guang'an City, Guang'an, China
| | - Chaolai Tang
- Department of Urology, People's Hospital of Guang'an City, Guang'an, China
| | - Guohua Huang
- Department of Urology, People's Hospital of Guang'an City, Guang'an, China
| | - Qiao Ying
- Department of Urology, People's Hospital of Guang'an City, Guang'an, China
| | - Jian Mu
- Department of Urology, People's Hospital of Guang'an City, Guang'an, China
| | - Qiyi Hu
- Department of Urology, Affiliated Longhua People's Hospital, Southern Medical University (Longhua People's Hospital), Shenzhen, China
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15
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Xu Z, Zhang J, Zhong Y, Mai Y, Huang D, Wei W, Huang J, Zhao P, Lin F, Jin J. Predictive value of the monocyte-to-lymphocyte ratio in the diagnosis of prostate cancer. Medicine (Baltimore) 2021; 100:e27244. [PMID: 34559125 PMCID: PMC8462614 DOI: 10.1097/md.0000000000027244] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2020] [Accepted: 08/25/2021] [Indexed: 01/05/2023] Open
Abstract
It has been reported that inflammation and immune system are related to prostate cancer. The neutrophil-to-lymphocyte ratio (NLR), as well as the platelet-to-lymphocyte ratio (PLR), have already been proposed as new indices to help diagnose prostate cancer (PCa). However, the monocyte-to-lymphocyte ratio (MLR) with regard to PCa has rarely been mentioned.To investigate the capability of the MLR to predict PCa.Patients who were pathologically diagnosed with PCa in our hospital and healthy control subjects who conformed to the inclusion criteria were enrolled. Patient data were recorded, including age, complete blood counts, blood biochemistry, and serum prostate-specific antigen (PSA) levels. The differences in these data between the groups were analyzed and the diagnostic value of the MLR was compared with PSA.Our study included a total of 100 patients with PCa and 103 healthy control subjects. Patients with PCa presented with a significantly higher NLR, MLR, and PLR compared to control subjects. However, the hemoglobin and lymphocyte levels were lower (P < .05) in PCa patients. The area under the curve (AUC) of PSA and ratio of free/total serum prostate-specific antigen were 0.899 (95% confidence interval [CI]: 0.857-0.942) and 0.872 (95% CI: 0.818-0.926), respectively, while the AUC of the MLR was 0.852 (95% CI: 0.798-0.906), which was higher than that of the NLR, PLR, and any other blood parameters. Additionally, the optimal cut-off value of the MLR for PCa was 0.264, with a specificity of 87.4% and a sensitivity of 72.0%. An evaluation of the diagnostic value of MLR + PSA gave an AUC of 0.936 (95% CI: 0.902-0.970). However, the AUC of MLR + PSA + f/tPSA was 0.996 (95% CI: 0.991-1.000). The diagnostic value of MLR + NLR + PSA gave an AUC of 0.945 (95% CI: 0.913-0.977), and the specificity is 0.971.PSA remains the most important diagnostic indicator. MLR combined with PSA and f/tPSA has the higher predictive value than PSA. It suggests that MLR may be another good predictive indicator of PCa. It can help reduce the clinical false positive rate.
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Affiliation(s)
- Zhanping Xu
- Department of Urology, Foshan Hospital of Traditional Chinese Medicine, Foshan, Guangdong, PR China
| | - Jing Zhang
- Department of Gynecology, Family Planning Research Institute of Guangdong Province, Guangzhou, Guangdong, PR China
| | - Yuxiang Zhong
- Department of Urology, Foshan Hospital of Traditional Chinese Medicine, Foshan, Guangdong, PR China
| | - Yuan Mai
- Department of Urology, Foshan Hospital of Traditional Chinese Medicine, Foshan, Guangdong, PR China
| | - Danxuan Huang
- Health Management Center, Foshan Hospital of Traditional Chinese Medicine, Foshan, Guangdong, PR China
| | - Wei Wei
- Department of Urology, Foshan Hospital of Traditional Chinese Medicine, Foshan, Guangdong, PR China
| | - Jianhua Huang
- Department of Urology, Foshan Hospital of Traditional Chinese Medicine, Foshan, Guangdong, PR China
| | - Pengpeng Zhao
- Department of Urology, Foshan Hospital of Traditional Chinese Medicine, Foshan, Guangdong, PR China
| | - Fuxiang Lin
- Department of Urology, Foshan Hospital of Traditional Chinese Medicine, Foshan, Guangdong, PR China
| | - Jingmiao Jin
- Department of Urology, Foshan Hospital of Traditional Chinese Medicine, Foshan, Guangdong, PR China
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16
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Rundle AG, Sadasivan SM, Chitale DA, Gupta NS, Williamson SR, Kryvenko ON, Chen Y, Bobbitt K, Tang D, Rybicki BA. Racial differences in the systemic inflammatory response to prostate cancer. PLoS One 2021; 16:e0252951. [PMID: 34242232 PMCID: PMC8270440 DOI: 10.1371/journal.pone.0252951] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Accepted: 05/25/2021] [Indexed: 11/19/2022] Open
Abstract
Systemic inflammation may increase risk for prostate cancer progression, but the role it plays in prostate cancer susceptibility is unknown. From a cohort of over 10,000 men who had either a prostate biopsy or transurethral resection that yielded a benign finding, we analyzed 517 incident prostate cancer cases identified during follow-up and 373 controls with one or more white blood cell tests during a follow-up period between one and 18 years. Multilevel, multivariable longitudinal models were fit to two measures of systemic inflammation, neutrophil-to-lymphocyte ratio (NLR) and monocyte-to-lymphocyte ratio (MLR), to determine NLR and MLR trajectories associated with increased risk for prostate cancer. For both measures, we found no significant differences in the trajectories by case/control status, however in modeling NLR trajectories there was a significant interaction between race (white or Black and case-control status. In race specific models, NLR and MLR values were consistently higher over time among white controls than white cases while case-control differences in NLR and MLR trajectories were not apparent among Black men. When cases were classified as aggressive as compared to non-aggressive, the case-control differences in NLR and MLR values over time among white men were most apparent for non-aggressive cases. For NLR among white men, significant case-control differences were observed for the entire duration of observation for men who had inflammation in their initial prostate specimen. It is possible that, among white men, monitoring of NLR and MLR trajectories after an initial negative biopsy may be useful in monitoring prostate cancer risk.
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Affiliation(s)
- Andrew G. Rundle
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, United States of America
| | - Sudha M. Sadasivan
- Department of Public Health Sciences, Henry Ford Hospital, Detroit, MI, United States of America
| | - Dhananjay A. Chitale
- Department of Pathology and Laboratory Medicine, Henry Ford Hospital, Detroit, MI, United States of America
| | - Nilesh S. Gupta
- Department of Pathology and Laboratory Medicine, Henry Ford Hospital, Detroit, MI, United States of America
| | - Sean R. Williamson
- Department of Pathology and Laboratory Medicine, Henry Ford Hospital, Detroit, MI, United States of America
| | - Oleksandr N. Kryvenko
- Department of Pathology and Laboratory Medicine, Department of Urology, and Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, United States of America
| | - Yalei Chen
- Department of Public Health Sciences, Henry Ford Hospital, Detroit, MI, United States of America
| | - Kevin Bobbitt
- Department of Public Health Sciences, Henry Ford Hospital, Detroit, MI, United States of America
| | - Deliang Tang
- Department of Environmental Health Sciences, Mailman School of Public Health, Columbia Univ., New York, NY, United States of America
| | - Benjamin A. Rybicki
- Department of Public Health Sciences, Henry Ford Hospital, Detroit, MI, United States of America
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17
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Yirga A, Oyekunle T, Howard LE, De Hoedt AM, Cooperberg MR, Kane CJ, Aronson WJ, Terris MK, Amling CL, Taioli E, Fowke JH, Klaanssen Z, Freedland SJ, Vidal AC. Monocyte counts and prostate cancer outcomes in white and black men: results from the SEARCH database. Cancer Causes Control 2021; 32:189-197. [PMID: 33392907 DOI: 10.1007/s10552-020-01373-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Accepted: 11/20/2020] [Indexed: 11/30/2022]
Abstract
PURPOSE Circulating inflammatory markers may predict prostate cancer (PC) outcomes. For example, a recent study showed that higher peripheral blood monocyte counts were associated with aggressive PC in Asian men undergoing radical prostatectomy (RP). Herein, we investigated whether peripheral monocyte count can predict long-term PC outcomes after RP in black and white men. METHODS We retrospectively reviewed data on 2345 men undergoing RP from 2000 to 2017 at eight Veterans Affairs hospitals. Data on monocyte count within 6 and 12 months prior to surgery were collected. The study outcomes were biochemical recurrence (BCR), castration-resistant PC (CRPC), metastasis, all-cause mortality (ACM), and PC-specific morality (PCSM). Cox-proportional hazard models were used to assess the associations between pre-operative monocyte count and the above-mentioned outcomes accounting for confounders. RESULTS Of 2345 RP patients, 972 (41%) were black and 1373 (59%) were white men. In multivariable analyses, we found no associations between monocyte count and BCR among all men (HR: 1.36, 95%CI 0.90-2.07) or when analyses were stratified by race (HR: 1.30, 95%CI 0.69-2.46, in black men; HR:1.33, 95%CI 0.76-02.33, in white men). Likewise, no overall or race-specific associations were found between monocyte count and CRPC, metastases, ACM, and PCSM, all p ≥ 0.15. Results were similar for monocyte count measured at 12 months prior to RP. CONCLUSION In black and white PC patients undergoing RP, peripheral monocyte count was not associated with long-term PC outcomes. Contrary to what was found in Asian populations, monocyte count was not associated with PC outcomes in this study.
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Affiliation(s)
- Azeb Yirga
- Surgery Section, Durham VA Health Care System, Durham, NC, USA
| | - Taofik Oyekunle
- Surgery Section, Durham VA Health Care System, Durham, NC, USA.,Duke Cancer Institute, Duke University School of Medicine, Durham, NC, USA
| | - Lauren E Howard
- Surgery Section, Durham VA Health Care System, Durham, NC, USA.,Duke Cancer Institute, Duke University School of Medicine, Durham, NC, USA
| | | | - Matthew R Cooperberg
- Department of Urology, Diller Family Comprehensive Cancer Center, UCSF Helen, San Francisco, CA, USA
| | - Christopher J Kane
- Urology Department, University of California San Diego Health System, San Diego, CA, USA
| | - William J Aronson
- Urology Section, Department of Surgery, Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, CA, USA.,Department of Urology, UCLA School of Medicine, Los Angeles, CA, USA
| | - Martha K Terris
- Section of Urology, Veterans Affairs Medical Center, Augusta, GA, USA.,Department of Surgery, Section of Urology, Medical College of Georgia, Augusta, GA, USA
| | - Christopher L Amling
- Department of Urology, Oregon Health and Science University Hospital, Portland, OR, USA
| | - Emanuela Taioli
- Institute for Translational Epidemiology and Tisch Cancer Institute, Icahn School of Medicine At Mount Sinai, New York, NY, USA
| | - Jay H Fowke
- Department of Preventive Medicine, University of Tennessee Health Science Center, Memphis, TN, USA
| | | | - Stephen J Freedland
- Center for Integrated Research On Cancer and Lifestyle, Department of Surgery, Division of Urology, Cedars-Sinai Medical Center, Samuel Oschin Comprehensive Cancer Institute, 8631 West 3rd Street Suite 430W, Los Angeles, CA, 90048, USA
| | - Adriana C Vidal
- Center for Integrated Research On Cancer and Lifestyle, Department of Surgery, Division of Urology, Cedars-Sinai Medical Center, Samuel Oschin Comprehensive Cancer Institute, 8631 West 3rd Street Suite 430W, Los Angeles, CA, 90048, USA.
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18
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Zhou ZH, Liu F, Wang WJ, Liu X, Sun LJ, Zhu Y, Ye DW, Zhang GM. Development and validation of a nomogram including lymphocyte-to-monocyte ratio for initial prostate biopsy: a double-center retrospective study. Asian J Androl 2021; 23:41-46. [PMID: 32503957 PMCID: PMC7831838 DOI: 10.4103/aja.aja_19_20] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
Here, we developed a prostate cancer (PCa) risk nomogram including lymphocyte-to-monocyte ratio (LMR) for initial prostate biopsy, and internal and external validation were further conducted. A prediction model was developed on a training set. Significant risk factors with P < 0.10 in multivariate logistic regression models were used to generate a nomogram. Discrimination, calibration, and clinical usefulness of the model were assessed using C-index, calibration plot, and decision curve analysis (DCA). The nomogram was re-examined with the internal and external validation set. A nomogram predicting PCa risk in patients with prostate-specific antigen (PSA) 4–10 ng ml−1 was also developed. The model displayed good discrimination with C-index of 0.830 (95% confidence interval [CI]: 0.812–0.852). High C-index of 0.864 (95% CI: 0.840–0.888) and 0.871 (95% CI: 0.861–0.881) was still reached in the internal and external validation sets, respectively. The nomogram exhibited better performance compared to the nomogram with PSA only (C-index: 0.763, 95% CI: 0.746–0.780, P < 0.001) and the nomogram with LMR excluded (C-index: 0.824, 95% CI: 0.804–0.844, P < 0.010). The calibration curve demonstrated good agreement in the internal and external validation sets. DCA showed that the nomogram was useful at the threshold probability of >4% and <99%. The nomogram predicting PCa risk in patients with PSA 4–10 ng ml−1 also displayed good calibration and discrimination performance (C-index: 0.734, 95% CI: 0.708–0.760). This nomogram incorporating age, PSA, digital rectal examination, abnormal imaging signals, PSA density, and LMR could be used to facilitate individual PCa risk prediction in initial prostate biopsy.
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Affiliation(s)
- Zhong-Han Zhou
- Department of Urology, The Affiliated Hospital of Qingdao University, Qingdao 266003, China
| | - Feng Liu
- Department of Urology, The Affiliated Hospital of Qingdao University, Qingdao 266003, China
| | - Wen-Jie Wang
- Department of Special Inspection, Qingdao Eighth People's Hospital, Qingdao 266003, China
| | - Xue Liu
- Department of Anesthesiology, The Affiliated Hospital of Qingdao University, Qingdao 266003, China
| | - Li-Jiang Sun
- Department of Urology, The Affiliated Hospital of Qingdao University, Qingdao 266003, China
| | - Yao Zhu
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
| | - Ding-Wei Ye
- Department of Urology, Fudan University Shanghai Cancer Center, Shanghai 200032, China
| | - Gui-Ming Zhang
- Department of Urology, The Affiliated Hospital of Qingdao University, Qingdao 266003, China
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19
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Rulando M, Siregar GP, Warli SM. Correlation between neutrophil-to-lymphocyte ratio with Gleason score in patients with prostate cancer at Adam Malik Hospital Medan 2013 - 2015. Urol Ann 2020; 13:53-55. [PMID: 33897165 PMCID: PMC8052910 DOI: 10.4103/ua.ua_1_20] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2020] [Accepted: 06/19/2020] [Indexed: 11/15/2022] Open
Abstract
Context: A grading system was created by Donald F. Gleason for prostate cancer as prognostic indicators. The neutrophil-to-lymphocyte ratio (NLR) was found that it could be a prognostic factor in solid tumors. Aims: This study aims to assess whether there is a correlation between NLR with the results of the Gleason score of patients with prostate adenocarcinoma biopsy at Haji Adam Malik Hospital Medan. Settings and Design: A total of 121 patients underwent a prostate biopsy from early January 2013 to December 2015 at Adam Malik Hospital. Subjects and Methods: Of the 121 patients, thirty were not included in the study because of incomplete baseline data and a history of hematological abnormalities. Data from 91 patients were then taken, including age, hematologic data prebiopsy, prostate-specific antigen (PSA) on initial examination, prostate weight estimation, and Gleason scores from biopsy results. Statistical Analysis Used: The data are processed with SPSS version 22. Results: A significant moderate strength correlation was found between NLR and Gleason Score (r = 0.572; P = 0.001). However, no statistically significant correlation found between NLR and prostate weight estimation (r = 0.077; P = 0.469) and NLR with PSA (r = 0.072; P = 0.496). Conclusions: A significant correlation between the neutrophil-to-lymphocyte ratio and the Gleason score was noted. Further studies are needed to confirm these findings.
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Affiliation(s)
- Michael Rulando
- Division of Urology, Department of Surgery, Faculty of Medicine, Universitas Sumatera Utara, H. Adam Malik Hospital, Medan, Indonesia
| | - Ginanda Putra Siregar
- Division of Urology, Department of Surgery, Faculty of Medicine, Universitas Sumatera Utara, H. Adam Malik Hospital, Medan, Indonesia
| | - Syah Mirsya Warli
- Department of Urology, Universitas Sumatera Utara Hospital, Universitas Sumatera Utara, Medan, Indonesia
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20
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Application of Anti-Inflammatory Agents in Prostate Cancer. J Clin Med 2020; 9:jcm9082680. [PMID: 32824865 PMCID: PMC7464558 DOI: 10.3390/jcm9082680] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Revised: 08/14/2020] [Accepted: 08/17/2020] [Indexed: 02/06/2023] Open
Abstract
Chronic inflammation is a major cause of human cancers. The environmental factors, such as microbiome, dietary components, and obesity, provoke chronic inflammation in the prostate, which promotes cancer development and progression. Crosstalk between immune cells and cancer cells enhances the secretion of intercellular signaling molecules, such as cytokines and chemokines, thereby orchestrating the generation of inflammatory microenvironment. Tumor-associated macrophages (TAMs) and myeloid-derived suppressor cells (MDSCs) play pivotal roles in inflammation-associated cancer by inhibiting effective anti-tumor immunity. Anti-inflammatory agents, such as aspirin, metformin, and statins, have potential application in chemoprevention of prostate cancer. Furthermore, pro-inflammatory immunity-targeted therapies may provide novel strategies to treat patients with cancer. Thus, anti-inflammatory agents are expected to suppress the “vicious cycle” created by immune and cancer cells and inhibit cancer progression. This review has explored the immune cells that facilitate prostate cancer development and progression, with particular focus on the application of anti-inflammatory agents for both chemoprevention and therapeutic approach in prostate cancer.
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21
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Hayashi T, Fujita K, Matsushita M, Nonomura N. Main Inflammatory Cells and Potentials of Anti-Inflammatory Agents in Prostate Cancer. Cancers (Basel) 2019; 11:cancers11081153. [PMID: 31408948 PMCID: PMC6721573 DOI: 10.3390/cancers11081153] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Revised: 08/08/2019] [Accepted: 08/09/2019] [Indexed: 02/07/2023] Open
Abstract
Prostate cancer is the most common type of cancer and the leading cause of cancer deaths among men in many countries. Preventing progression is a major concern for prostate cancer patients on active surveillance, patients with recurrence after radical therapies, and patients who acquired resistance to systemic therapies. Inflammation, which is induced by various factors such as infection, microbiome, obesity, and a high-fat diet, is the major etiology in the development of prostate cancer. Inflammatory cells play important roles in tumor progression. Various immune cells including tumor-associated neutrophils, tumor-infiltrating macrophages, myeloid-derived suppressor cells, and mast cells promote prostate cancer via various intercellular signaling. Further basic studies examining the relationship between the inflammatory process and prostate cancer progression are warranted. Interventions by medications and diets to control systemic and/or local inflammation might be effective therapies for prostate cancer progression. Epidemiological investigations and basic research using human immune cells or mouse models have revealed that non-steroidal anti-inflammatory drugs, metformin, statins, soy isoflavones, and other diets are potential interventions for preventing progression of prostate cancer by suppressing inflammation. It is essential to evaluate appropriate indications and doses of each drug and diet.
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Affiliation(s)
- Takuji Hayashi
- Department of Urology, Osaka University Graduate School of Medicine, Suita, Osaka 565-0871, Japan
| | - Kazutoshi Fujita
- Department of Urology, Osaka University Graduate School of Medicine, Suita, Osaka 565-0871, Japan.
| | - Makoto Matsushita
- Department of Urology, Osaka University Graduate School of Medicine, Suita, Osaka 565-0871, Japan
| | - Norio Nonomura
- Department of Urology, Osaka University Graduate School of Medicine, Suita, Osaka 565-0871, Japan
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22
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Herraiz-Raya L, Moreillo-Vicente L, Martínez-Ruiz J, Agustí-Martínez A, Fernández-Anguita P, Esper-Rueda J, Salce-Marte L, Armas-Álvarez A, Díaz de Mera-Sánchez Migallón I, Martínez-Alfaro C, Giménez-Bachs J, Donate-Moreno M, Salinas-Sánchez A. Leukocyte and platelet counts as prognostic values of testicular germ cell tumours. Actas Urol Esp 2019; 43:284-292. [PMID: 31085041 DOI: 10.1016/j.acuro.2019.02.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2018] [Revised: 01/15/2019] [Accepted: 02/16/2019] [Indexed: 12/21/2022]
Abstract
INTRODUCTION The immune system plays an essential role in the organism's response to cancer. Several haematological markers can influence prognosis and survival of patients. The objective of this study is to determine their prognostic value in testicular germ cell tumours. MATERIAL AND METHODS Retrospective cohort study on 164 patients with germ cell tumours. Clinical, analytical, histological and evolutionary data were collected. The absolute neutrophil and absolute platelet counts, neutrophil-lymphocyte (NLR), platelet-lymphocyte and lymphocyte-monocyte ratios were estimated at diagnosis. The association that these markers can have with the classic prognostic factors, as well as their effect on prognosis and survival, have been analysed. RESULTS 17.7% had NLR>4 and 14.6% ANC>8000/μL. These patients presented higher percentages of residual disease and stage II-III tumours. Patients with elevated absolute neutrophil showed also higher percentages of progression and exitus. 7.3% presented absolute platelet >400000/μL. These patients obtained higher rates of residual disease, nonseminomatous and stage III tumours. 28.4% showed platelet-lymphocyte values>150. This data was associated to higher percentages of residual disease, progression, stage II and III tumours and seminomatous tumours. 83.3% had an lymphocyte-monocyte >3. These patients presented: higher tumour markers in normal range, decreased residual disease rates and higher percentages of stage I and II tumours. The mean survival time was shorter in patients with NLR>4 and absolute neutrophil >8,000/μL. The ROC curves showed significance in the prediction of progression and values of lymphocyte-monocyte >3, and prediction of survival and values NLR>4. CONCLUSION Our results indicate that the analysed haematological markers are associated with poor prognoses at diagnosis. Therefore, their use in daily clinical practice can be a valuable tool in the diagnosis and prognosis of patients with testicular germ cell tumours.
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23
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Shape Effects of Peptide Amphiphile Micelles for Targeting Monocytes. Molecules 2018; 23:molecules23112786. [PMID: 30373234 PMCID: PMC6278295 DOI: 10.3390/molecules23112786] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2018] [Revised: 10/23/2018] [Accepted: 10/25/2018] [Indexed: 12/12/2022] Open
Abstract
Peptide amphiphile micelles (PAMs) are a nanoparticle platform that have gained popularity for their targeting versatility in a wide range of disease models. An important aspect of micelle design is considering the type of hydrophobic moiety used to synthesize the PAM, which can act as a contributing factor regarding their morphology and targeting capabilities. To delineate and compare the characteristics of spherical and cylindrical micelles, we incorporated the monocyte-targeting chemokine, monocyte chemoattractant protein-1 (MCP-1), into our micelles (MCP-1 PAMs). We report that both shapes of nanoparticles were biocompatible with monocytes and enhanced the secondary structure of the MCP-1 peptide, thereby improving the ability of the micelles to mimic the native MCP-1 protein structure. As a result, both shapes of MCP-1 PAMs effectively targeted monocytes in an in vitro binding assay with murine monocytes. Interestingly, cylindrical PAMs showed a greater ability to attract monocytes compared to spherical PAMs in a chemotaxis assay. However, the surface area, the multivalent display of peptides, and the zeta potential of PAMs may also influence their biomimetic properties. Herein, we introduce variations in the methods of PAM synthesis and discuss the differences in PAM characteristics that can impact the recruitment of monocytes, a process associated with disease and cancer progression.
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24
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Arthur R, Williams R, Garmo H, Holmberg L, Stattin P, Malmström H, Lambe M, Hammar N, Walldius G, Robinsson D, Jungner I, Van Hemelrijck M. Serum inflammatory markers in relation to prostate cancer severity and death in the Swedish AMORIS study. Int J Cancer 2018; 142:2254-2262. [PMID: 29322512 DOI: 10.1002/ijc.31256] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2017] [Revised: 10/29/2017] [Accepted: 11/29/2017] [Indexed: 12/11/2022]
Abstract
Inflammation is a well-documented driver of cancer development and progression. However, little is known about its role in prostate carcinogenesis. Thus, we examined the association of C-reactive protein (CRP), haptoglobin, albumin and white blood cells (WBC) with prostate cancer (PCa) severity (defined by PCa risk category and clinicopathological characteristics) and progression (defined by PCa death). We selected 8,471 Swedish men with newly diagnosed PCa who had exposure measurements taken approximately 14 years prior to diagnosis. We calculated odds ratio (OR) and 95% confidence interval (CI) for the associations between the inflammatory markers and PCa severity using logistic regression, while Cox proportional hazard regression was used for the associations with overall and PCa death. Serum CRP levels were associated with increased odds of high risk and metastatic PCa, and high PSA levels (≥20 µg/L) (OR: 1.29; 95% CI: 1.06-1.56, 1.32; 1.05-1.65 and 1.51; 1.26-1.81, respectively). Similarly, higher haptoglobin levels were associated with increased odds of metastatic PCa, high PSA level and possibly high grade PCa (1.38; 1.10-1.74, 1.50; 1.17-1.93 and 1.25; 1.00-1.56, respectively). Albumin was positively associated with Gleason 4 + 3 tumour (1.38; 1.02-1.86) and overall death (HRunit increase in log : 1.60; 95% CI: 1.11-2.30), but inversely associated with high risk PCa and high PSA levels (≥20 µg/L) (0.71; 0.56-0.89 and 0.72; 0.5 9-0.90). WBC was associated with increased odds of T3-T4 PCa. Except for albumin, none of these markers were associated with PCa death or overall death. Systemic inflammation as early as 14 years prior to diagnosis may influence prostate cancer severity.
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Affiliation(s)
- R Arthur
- Division of Cancer Studies, Faculty of Life Sciences and Medicine, King's College London, Translational Oncology & Urology Research (TOUR), London, United Kingdom.,Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, New York, USA
| | - R Williams
- Division of Cancer Studies, Faculty of Life Sciences and Medicine, King's College London, Translational Oncology & Urology Research (TOUR), London, United Kingdom
| | - H Garmo
- Division of Cancer Studies, Faculty of Life Sciences and Medicine, King's College London, Translational Oncology & Urology Research (TOUR), London, United Kingdom.,Department of Surgical Sciences, Uppsala University Hospital, Uppsala, Sweden
| | - L Holmberg
- Division of Cancer Studies, Faculty of Life Sciences and Medicine, King's College London, Translational Oncology & Urology Research (TOUR), London, United Kingdom
| | - P Stattin
- Department of Surgical Sciences, Uppsala University Hospital, Uppsala, Sweden.,Unit of Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - H Malmström
- Unit of Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.,Swedish Orphan Biovitrum, Stockholm, Sweden
| | - M Lambe
- Department of Surgical Sciences, Uppsala University Hospital, Uppsala, Sweden.,Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - N Hammar
- Unit of Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.,Global Medicines Development, Medical Evidence & Observational Research, AstraZeneca, Stockholm, Sweden
| | - G Walldius
- Unit of Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | - D Robinsson
- Department of Urology, Ryhov Hospital, Jönköping, Sweden
| | - I Jungner
- Department of Clinical Epidemiology, Karolinska Institutet and CALAB Research, Stockholm, Sweden
| | - M Van Hemelrijck
- Division of Cancer Studies, Faculty of Life Sciences and Medicine, King's College London, Translational Oncology & Urology Research (TOUR), London, United Kingdom.,Unit of Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
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25
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Hayashi T, Fujita K, Nojima S, Hayashi Y, Nakano K, Ishizuya Y, Wang C, Yamamoto Y, Kinouchi T, Matsuzaki K, Kawamura N, Jingushi K, Kawashima A, Nagahara A, Ujike T, Uemura M, Imamura R, Morii E, Nonomura N. Peripheral blood monocyte count reflecting tumor-infiltrating macrophages is a predictive factor of adverse pathology in radical prostatectomy specimens. Prostate 2017; 77:1383-1388. [PMID: 28845570 DOI: 10.1002/pros.23398] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2017] [Accepted: 07/11/2017] [Indexed: 01/10/2023]
Abstract
BACKGROUND Tumor-infiltrating macrophages, which are thought to be derived from blood monocytes, interact with tumor cells to promote cancer progression. The aim of this study was to assess the association of peripheral blood monocyte count with pathological findings and local tumor-infiltrating macrophages in prostatectomy specimens. METHODS Preoperative peripheral blood monocyte counts were retrospectively assessed for their associations with pathological findings (pathological T stage, Gleason Score, extraprostatic extension, seminal vesicle invasion, and surgical margin) and biochemical recurrence of 248 patients who underwent radical prostatectomy. Local tumor-infiltrating macrophages were also evaluated immunohistochemically for their association with peripheral monocyte counts. RESULTS The peripheral monocyte counts of the patients with extraprostatic extension, seminal vesicle invasion, or primary Gleason ≥4 were significantly higher than those of the patients without each of these pathological findings (P < 0.001, P = 0.034, and P = 0.004, respectively). Peripheral monocyte count was a significant predictor of adverse pathology and postoperative biochemical recurrence in localized prostate cancer by multivariate analysis (P = 0.001 and P = 0.041, respectively). Both the density and the count of tumor-infiltrating macrophages correlated significantly with the peripheral blood monocyte count (Spearman rank correlation coefficients were 0.463 and 0.649, respectively, P < 0.001). CONCLUSIONS Peripheral blood monocyte count reflecting local tumor-infiltrating macrophages was a predictive factor for tumor progression and prognosis in patients with localized prostate cancer. Elucidating the mechanism of the interaction of peripheral monocytes with tumor-infiltrating macrophages is necessary.
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Affiliation(s)
- Takuji Hayashi
- Department of Urology, Osaka University Graduate School of Medicine, Suita, Japan
| | - Kazutoshi Fujita
- Department of Urology, Osaka University Graduate School of Medicine, Suita, Japan
| | - Satoshi Nojima
- Department of Pathology, Osaka University Graduate School of Medicine, Suita, Japan
| | - Yujiro Hayashi
- Department of Urology, Osaka University Graduate School of Medicine, Suita, Japan
| | - Kosuke Nakano
- Department of Urology, Osaka University Graduate School of Medicine, Suita, Japan
| | - Yu Ishizuya
- Department of Urology, Osaka University Graduate School of Medicine, Suita, Japan
| | - Cong Wang
- Department of Urology, Osaka University Graduate School of Medicine, Suita, Japan
| | - Yoshiyuki Yamamoto
- Department of Urology, Osaka University Graduate School of Medicine, Suita, Japan
| | - Toshiro Kinouchi
- Department of Urology, Osaka University Graduate School of Medicine, Suita, Japan
| | - Kyosuke Matsuzaki
- Department of Urology, Osaka University Graduate School of Medicine, Suita, Japan
| | - Norihiko Kawamura
- Department of Urology, Osaka University Graduate School of Medicine, Suita, Japan
| | - Kentaro Jingushi
- Department of Urology, Osaka University Graduate School of Medicine, Suita, Japan
| | - Atsunari Kawashima
- Department of Urology, Osaka University Graduate School of Medicine, Suita, Japan
| | - Akira Nagahara
- Department of Urology, Osaka University Graduate School of Medicine, Suita, Japan
| | - Takeshi Ujike
- Department of Urology, Osaka University Graduate School of Medicine, Suita, Japan
| | - Motohide Uemura
- Department of Urology, Osaka University Graduate School of Medicine, Suita, Japan
| | - Ryoichi Imamura
- Department of Urology, Osaka University Graduate School of Medicine, Suita, Japan
| | - Eiichi Morii
- Department of Pathology, Osaka University Graduate School of Medicine, Suita, Japan
| | - Norio Nonomura
- Department of Urology, Osaka University Graduate School of Medicine, Suita, Japan
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26
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Fujita K, Kume H, Matsuzaki K, Kawashima A, Ujike T, Nagahara A, Uemura M, Miyagawa Y, Tomonaga T, Nonomura N. Proteomic analysis of urinary extracellular vesicles from high Gleason score prostate cancer. Sci Rep 2017; 7:42961. [PMID: 28211531 PMCID: PMC5314323 DOI: 10.1038/srep42961] [Citation(s) in RCA: 128] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2016] [Accepted: 01/17/2017] [Indexed: 12/20/2022] Open
Abstract
Extracellular vesicles (EVs) are microvesicles secreted from various cell types. We aimed to discover a new biomarker for high Gleason score (GS) prostate cancer (PCa) in urinary EVs via quantitative proteomics. EVs were isolated from urine after massage from 18 men (negative biopsy [n = 6], GS 6 PCa [n = 6], or GS 8–9 PCa [n = 6]). EV proteins were labeled with iTRAQ and analyzed by LC-MS/MS. We identified 4710 proteins and quantified 3528 proteins in the urinary EVs. Eleven proteins increased in patients with PCa compared to those with negative biopsy (ratio >1.5, p-value < 0.05). Eleven proteins were chosen for further analysis and verified in 29 independent urine samples (negative [n = 11], PCa [n = 18]) using selected reaction monitoring/multiple reaction monitoring. Among these candidate markers, fatty acid binding protein 5 (FABP5) was higher in the cancer group than in the negative group (p-value = 0.009) and was significantly associated with GS (p-value for trend = 0.011). Granulin, AMBP, CHMP4A, and CHMP4C were also higher in men with high GS prostate cancer (p-value < 0.05). FABP5 in urinary EVs could be a potential biomarker of high GS PCa.
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Affiliation(s)
- Kazutoshi Fujita
- Department of Urology, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Hideaki Kume
- Laboratory of Proteome Research, National Institute of Biomedical Innovation, Health and Nutrition, Osaka, Japan
| | - Kyosuke Matsuzaki
- Department of Urology, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Atsunari Kawashima
- Department of Urology, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Takeshi Ujike
- Department of Urology, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Akira Nagahara
- Department of Urology, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Motohide Uemura
- Department of Urology, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Yasushi Miyagawa
- Department of Urology, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Takeshi Tomonaga
- Laboratory of Proteome Research, National Institute of Biomedical Innovation, Health and Nutrition, Osaka, Japan
| | - Norio Nonomura
- Department of Urology, Osaka University Graduate School of Medicine, Osaka, Japan
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