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Li Z, Shi P, Qin C, Zhang W, Lin S, Zheng T, Li M, Fan L. Nomogram predicting overall survival of stage IIIB non-small-cell lung cancer patients based on the SEER database. THE CLINICAL RESPIRATORY JOURNAL 2023. [PMID: 37466041 DOI: 10.1111/crj.13660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 06/22/2023] [Indexed: 07/20/2023]
Abstract
PURPOSE We aimed to evaluate the prognostic value of stage IIIB non-small-cell (NSCLC) lung cancer patients and to construct a nomogram to effectively predict their overall survival (OS). METHODS In total, 4323 patients with stage IIIB NSCLC diagnosed between 1975 and 2018 were selected from the Surveillance, Epidemiology, and End Results (SEER) database. Multiple prognostic factors were combined to construct a nomogram for predicting OS of patients with stage IIIB NSCLC. The discrimination and calibration of the nomogram were evaluated by C-indexes and calibration curves. The nomogram was evaluated for predictive ability using receiver operating characteristic (ROC) curves, decision curve analysis curve (DCA), and clinical impact curve (CIC). RESULTS The nomogram was built on data of 4323 patients with stage IIIB NSCLC and consisted of the following prognostic factors: age, race, sex, primary labeled, pathology, T stage, whether to receive surgery, whether to receive radiotherapy, and whether to receive chemotherapy. The C-index in the training and validation sets for the nomogram was 0.672 (95% CI: 0.661-0.683) and 0.675 (95% CI: 0.656-0.694), respectively. According to scores of the nomogram, patients in the complete set, validation set, and training set were classified into two risk groups, low risk and high risk. CONCLUSIONS We developed the first validated nomogram to estimate the OS of patients with stage IIIB NSCLC. The nomogram was based on nine prognostic factors and provided an individualized risk estimate of 3-year and 5-year OS survival in patients with stage IIIB NSCLC.
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Affiliation(s)
- Ziye Li
- Integrated Chinese and Western Medicine Pulmonary Nodules Center, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, China
- Department of Respiratory Medicine, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China
| | - Pingfan Shi
- Integrated Chinese and Western Medicine Pulmonary Nodules Center, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, China
- Department of Respiratory Medicine, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China
| | - Chenge Qin
- Integrated Chinese and Western Medicine Pulmonary Nodules Center, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, China
- Department of Respiratory Medicine, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China
- Medical School of Nantong University, Nantong University, Nantong, China
| | - Wen Zhang
- Integrated Chinese and Western Medicine Pulmonary Nodules Center, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, China
- Department of Respiratory Medicine, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China
| | - Shumeng Lin
- Integrated Chinese and Western Medicine Pulmonary Nodules Center, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, China
- Department of Respiratory Medicine, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China
| | - Tiansheng Zheng
- Integrated Chinese and Western Medicine Pulmonary Nodules Center, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, China
- Department of Respiratory Medicine, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China
| | - Ming Li
- Integrated Chinese and Western Medicine Pulmonary Nodules Center, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Lihong Fan
- Integrated Chinese and Western Medicine Pulmonary Nodules Center, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, China
- Medical School of Nantong University, Nantong University, Nantong, China
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Nardone V, Giannicola R, Giannarelli D, Saladino RE, Azzarello D, Romeo C, Bianco G, Rizzo MR, Di Meo I, Nesci A, Pastina P, Falzea AC, Caracciolo D, Reginelli A, Caraglia M, Luce A, Mutti L, Giordano A, Cappabianca S, Pirtoli L, Barbieri V, Tassone P, Tagliaferri P, Correale P. Distinctive Role of the Systemic Inflammatory Profile in Non-Small-Cell Lung Cancer Younger and Elderly Patients Treated with a PD-1 Immune Checkpoint Blockade: A Real-World Retrospective Multi-Institutional Analysis. Life (Basel) 2021; 11:life11111235. [PMID: 34833111 PMCID: PMC8621400 DOI: 10.3390/life11111235] [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: 09/29/2021] [Revised: 11/01/2021] [Accepted: 11/12/2021] [Indexed: 12/17/2022] Open
Abstract
An immune checkpoint blockade with mAbs to PD-1 and PD-L1 is an expanding therapeutic option for mNSCLC patients. This treatment strategy is based on the use of mAbs able to restore the anti-tumor activity of intratumoral T cells inhibited by PD-1 binding to PD-L1/2 on tumor and inflammatory cells. It has been speculated that a chronic status of systemic inflammation as well as the immunosenescence physiologically occurring in elderly patients may affect the efficacy of the treatment and the occurrence of irAEs. We performed a multi-institutional retrospective study aimed at evaluating the effects of these mAbs (nivolumab or atezolizumab) in 117 mNSCLC patients younger (90 cases) and older (27 cases) than 75 years in correlation with multiple inflammatory parameters (NLR, CRP, ESR, LDH and PCT). No differences were observed when the cohorts were compared in terms of the frequency of PFS, OS, inflammatory markers and immune-related adverse events (irAEs). Similarly, the occurrence of irAEs was strictly correlated with a prolonged OS survival in both groups. On the contrary, a negative correlation between the high baseline levels of inflammatory markers and OS could be demonstrated in the younger cohort only. Overall, PD-1/PD-L1-blocking mAbs were equally effective in young and elderly mNSCLC patients; however, the detrimental influence of a systemic inflammation at the baseline was only observed in young patients, suggesting different aging-related inflammation immunoregulative effects.
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Affiliation(s)
- Valerio Nardone
- Department of Precision Medicine, University of Campania “L. Vanvitelli”, 80138 Naples, Italy; (A.R.); (M.C.); (A.L.); (S.C.)
- Correspondence:
| | - Rocco Giannicola
- Medical Oncology Unit, Grand Metropolitan Hospital “Bianchi-Melacrino-Morelli”, 89124 Reggio Calabria, Italy; (R.G.); (D.A.); (C.R.); (G.B.); (A.C.F.); (P.C.)
| | - Diana Giannarelli
- Biostatistical Unit, National Cancer Institute “Regina Elena”, IRCCS, 00161 Rome, Italy;
| | - Rita Emilena Saladino
- Tissue typing Unit, Grand Metropolitan Hospital “Bianchi-Melacrino-Morelli”, 89124 Reggio Calabria, Italy;
| | - Domenico Azzarello
- Medical Oncology Unit, Grand Metropolitan Hospital “Bianchi-Melacrino-Morelli”, 89124 Reggio Calabria, Italy; (R.G.); (D.A.); (C.R.); (G.B.); (A.C.F.); (P.C.)
| | - Caterina Romeo
- Medical Oncology Unit, Grand Metropolitan Hospital “Bianchi-Melacrino-Morelli”, 89124 Reggio Calabria, Italy; (R.G.); (D.A.); (C.R.); (G.B.); (A.C.F.); (P.C.)
| | - Giovanna Bianco
- Medical Oncology Unit, Grand Metropolitan Hospital “Bianchi-Melacrino-Morelli”, 89124 Reggio Calabria, Italy; (R.G.); (D.A.); (C.R.); (G.B.); (A.C.F.); (P.C.)
| | - Maria Rosaria Rizzo
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, 80138 Naples, Italy; (M.R.R.); (I.D.M.)
| | - Irene Di Meo
- Department of Advanced Medical and Surgical Sciences, University of Campania “Luigi Vanvitelli”, 80138 Naples, Italy; (M.R.R.); (I.D.M.)
| | - Antonio Nesci
- Unit of Pharmacy, Grand Metropolitan Hospital “Bianchi-Melacrino-Morelli”, 89124 Reggio Calabria, Italy;
| | - Pierpaolo Pastina
- Section of Radiation Oncology, Medical School, University of Siena, 53100 Siena, Italy;
| | - Antonia Consuelo Falzea
- Medical Oncology Unit, Grand Metropolitan Hospital “Bianchi-Melacrino-Morelli”, 89124 Reggio Calabria, Italy; (R.G.); (D.A.); (C.R.); (G.B.); (A.C.F.); (P.C.)
| | - Daniele Caracciolo
- Medical and Translational Oncology Unit, Department of Experimental and Clinical Medicine, Magna Graecia University, 88100 Catanzaro, Italy; (D.C.); (V.B.); (P.T.); (P.T.)
| | - Alfonso Reginelli
- Department of Precision Medicine, University of Campania “L. Vanvitelli”, 80138 Naples, Italy; (A.R.); (M.C.); (A.L.); (S.C.)
| | - Michele Caraglia
- Department of Precision Medicine, University of Campania “L. Vanvitelli”, 80138 Naples, Italy; (A.R.); (M.C.); (A.L.); (S.C.)
- BiogemScarl, Institute of Genetic Research, Precision and Molecular Oncology Laboratory, Ariano Irpino, 83031 Avellino, Italy
| | - Amalia Luce
- Department of Precision Medicine, University of Campania “L. Vanvitelli”, 80138 Naples, Italy; (A.R.); (M.C.); (A.L.); (S.C.)
| | - Luciano Mutti
- Sbarro Institute for Cancer Research and Molecular Medicine and Center of Biotechnology, College of Science and Technology, Temple University, Philadelphia, PA 19122, USA; (L.M.); (A.G.); (L.P.)
| | - Antonio Giordano
- Sbarro Institute for Cancer Research and Molecular Medicine and Center of Biotechnology, College of Science and Technology, Temple University, Philadelphia, PA 19122, USA; (L.M.); (A.G.); (L.P.)
- Department of Medical Biotechnology, University of Siena, 53100 Siena, Italy
| | - Salvatore Cappabianca
- Department of Precision Medicine, University of Campania “L. Vanvitelli”, 80138 Naples, Italy; (A.R.); (M.C.); (A.L.); (S.C.)
| | - Luigi Pirtoli
- Sbarro Institute for Cancer Research and Molecular Medicine and Center of Biotechnology, College of Science and Technology, Temple University, Philadelphia, PA 19122, USA; (L.M.); (A.G.); (L.P.)
| | - Vito Barbieri
- Medical and Translational Oncology Unit, Department of Experimental and Clinical Medicine, Magna Graecia University, 88100 Catanzaro, Italy; (D.C.); (V.B.); (P.T.); (P.T.)
| | - Pierfrancesco Tassone
- Medical and Translational Oncology Unit, Department of Experimental and Clinical Medicine, Magna Graecia University, 88100 Catanzaro, Italy; (D.C.); (V.B.); (P.T.); (P.T.)
| | - Pierosandro Tagliaferri
- Medical and Translational Oncology Unit, Department of Experimental and Clinical Medicine, Magna Graecia University, 88100 Catanzaro, Italy; (D.C.); (V.B.); (P.T.); (P.T.)
| | - Pierpaolo Correale
- Medical Oncology Unit, Grand Metropolitan Hospital “Bianchi-Melacrino-Morelli”, 89124 Reggio Calabria, Italy; (R.G.); (D.A.); (C.R.); (G.B.); (A.C.F.); (P.C.)
- Sbarro Institute for Cancer Research and Molecular Medicine and Center of Biotechnology, College of Science and Technology, Temple University, Philadelphia, PA 19122, USA; (L.M.); (A.G.); (L.P.)
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Chen C, Chen Z, Chio CL, Zhao Y, Li Y, Liu Z, Jin Z, Wu X, Wei W, Zhao Q, Li Y. Higher Expression of WT1 With Lower CD58 Expression may be Biomarkers for Risk Stratification of Patients With Cytogenetically Normal Acute Myeloid Leukemia. Technol Cancer Res Treat 2021; 20:15330338211052152. [PMID: 34738847 PMCID: PMC8573474 DOI: 10.1177/15330338211052152] [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] [Indexed: 11/17/2022] Open
Abstract
Background: Cytogenetics at diagnosis is the most important prognostic factor for adult acute myeloid leukemia (AML), but nearly 50% of AML patients who exhibit cytogenetically normal AML (CN-AML) do not undergo effective risk stratification. Therefore, the development of potential biomarkers to further define risk stratification for CN-AML patients is worth exploring. Methods: Transcriptome data from 163 cases in the GSE12417-GPL96 dataset and 104 CN-AML patient cases in the GSE71014-GPL10558 dataset were downloaded from the Gene Expression Omnibus database for overall survival (OS) analysis and validation. Results: The combination of Wilms tumor 1 (WT1) and cluster of diffraction 58 (CD58) can predict the prognosis of CN-AML patients. High expression of WT1 and low expression of CD58 were associated with poor OS in CN-AML. Notably, when WT1 and CD58 were used to concurrently predict OS, CN-AML patients were divided into three groups: low risk, WT1lowCD58high; intermediate risk, WT1highCD58high or WT1lowCD58low; and high risk, WT1highCD58low. Compared with low-risk patients, intermediate- and high-risk patients had shorter survival time and worse OS. Furthermore, a nomogram model constructed with WT1 and CD58 may personalize and reveal the 1-, 2-, 3-, 4-, and 5-year OS rate of CN-AML patients. Both time-dependent receiver operating characteristics and calibration curves suggested that the nomogram model demonstrated good performance. Conclusion: Higher expression of WT1 with lower CD58 expression may be a potential biomarker for risk stratification of CN-AML patients. Moreover, a nomogram model constructed with WT1 and CD58 may personalize and reveal the 1-, 2-, 3-, 4-, and 5-year OS rates of CN-AML patients.
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Affiliation(s)
- Cunte Chen
- Institute of Hematology, School of Medicine, 47885Jinan University, Guangzhou, China
| | - Zhuowen Chen
- 66278The First People's Hospital of Foshan City, Foshan, China
| | - Chi Leong Chio
- Institute of Hematology, School of Medicine, 47885Jinan University, Guangzhou, China
| | - Ying Zhao
- 66278The First People's Hospital of Foshan City, Foshan, China
| | - Yongsheng Li
- Guangdong Cord Blood Bank, Guangzhou, Guangdong, China.,Guangzhou Municipality Tianhe Nuoya Bio-engineering Co., Ltd, Guangzhou, Guangdong, China
| | - Zhipeng Liu
- Guangdong Cord Blood Bank, Guangzhou, Guangdong, China.,Guangzhou Municipality Tianhe Nuoya Bio-engineering Co., Ltd, Guangzhou, Guangdong, China
| | - Zhenyi Jin
- Institute of Hematology, School of Medicine, 47885Jinan University, Guangzhou, China
| | - Xiuli Wu
- Institute of Hematology, School of Medicine, 47885Jinan University, Guangzhou, China
| | - Wei Wei
- Guangdong Cord Blood Bank, Guangzhou, Guangdong, China.,Guangzhou Municipality Tianhe Nuoya Bio-engineering Co., Ltd, Guangzhou, Guangdong, China
| | - Qi Zhao
- Institute of Translational Medicine, Cancer Centre, 59193University of Macau, Taipa, Macau SPR, China
| | - Yangqiu Li
- Institute of Hematology, School of Medicine, 47885Jinan University, Guangzhou, China
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Xue N, Ou G, Ma W, Jia L, Sheng J, Xu Q, Liu Y, Jia M. Development and validation of a risk prediction score for patients with nasopharyngeal carcinoma. Cancer Cell Int 2021; 21:452. [PMID: 34446028 PMCID: PMC8393739 DOI: 10.1186/s12935-021-02158-6] [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] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Accepted: 08/17/2021] [Indexed: 12/13/2022] Open
Abstract
Background We aimed to develop and validate a predictive model for the overall survival (OS) of patients with nasopharyngeal carcinoma (NPC). Methods Overall, 519 patients were retrospectively reviewed in this study. In addition, a random forest model was used to identify significant prognostic factors for OS among NPC patients. Then, calibration plot and concordance index (C-index) were utilized to evaluate the predictive accuracy of the nomogram model. Results We used a random forest model to select the three most important features, dNLR, HGB and EBV DNA, which were significantly associated with the OS of NPC patients. Furthermore, the C-index of our model for OS were 0.733 (95% CI 0.673 ~ 0.793) and 0.772 (95% CI 0.691 ~ 0.853) in the two cohorts, which was significantly higher than that of the TNM stage, treatment, and EBV DNA. Based on the model risk score, patients were divided into two groups, associated with low-risk and high-risk. Kaplan–Meier curves demonstrated that the two subgroups were significantly associated with OS in the primary cohort, as well as in the validation cohort. The nomogram for OS was established using the risk score, TNM stage and EBV DNA in the two cohorts. The nomogram achieved a higher C-index of 0.783 (95% CI 0.730 ~ 0.836) than that of the risk score model 0.733 (95% CI 0.673 ~ 0.793) in the primary cohort (P = 0.005). Conclusions The established risk score model and nomogram resulted in more accurate prognostic prediction for individual patient with NPC.
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Affiliation(s)
- Ning Xue
- Department of Clinical Laboratory, Affiliated Tumor Hospital of Zhengzhou University, Henan Tumor Hospital, 127 Dongming Road, Zhengzhou, 450000, China
| | - Guoping Ou
- Department of Laboratory Medicine, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, Guangdong, China
| | - Weiguo Ma
- Department of Clinical Laboratory, Affiliated Tumor Hospital of Zhengzhou University, Henan Tumor Hospital, 127 Dongming Road, Zhengzhou, 450000, China
| | - Lina Jia
- Department of Clinical Laboratory, Affiliated Tumor Hospital of Zhengzhou University, Henan Tumor Hospital, 127 Dongming Road, Zhengzhou, 450000, China
| | - Jiahe Sheng
- Department of Clinical Laboratory, Affiliated Tumor Hospital of Zhengzhou University, Henan Tumor Hospital, 127 Dongming Road, Zhengzhou, 450000, China
| | - Qingxia Xu
- Department of Clinical Laboratory, Affiliated Tumor Hospital of Zhengzhou University, Henan Tumor Hospital, 127 Dongming Road, Zhengzhou, 450000, China.
| | - Yubo Liu
- Department of Ultrasound, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China.
| | - Miaomiao Jia
- Department of Clinical Laboratory, Affiliated Tumor Hospital of Zhengzhou University, Henan Tumor Hospital, 127 Dongming Road, Zhengzhou, 450000, China.
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