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Zhang Y, Wan W, Shen R, Zhang B, Wang L, Zhang H, Ren X, Cui J, Liu J. Prognostic Factors and Construction of Nomogram Prediction Model of Lung Cancer Patients Using Clinical and Blood Laboratory Parameters. Onco Targets Ther 2024; 17:131-144. [PMID: 38405176 PMCID: PMC10894599 DOI: 10.2147/ott.s444396] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Accepted: 01/31/2024] [Indexed: 02/27/2024] Open
Abstract
Objective This work aimed to explore the prognostic risk factors of lung cancer (LC) patients and establish a line chart prediction model. Methods A total of 322 LC patients were taken as the study subjects. They were randomly divided into a training set (n = 202) and a validation set (n = 120). Basic information and laboratory indicators were collected, and the progression-free survival (PFS) and overall survival (OS) were followed up. Single-factor and cyclooxygenase (COX) multivariate analyses were performed on the training set to construct a Nomogram prediction model, which was validated with 120 patients in the validation set, and Harrell's consistency was analyzed. Results Single-factor analysis revealed significant differences in PFS (P<0.05) between genders, body mass index (BMI), carcinoembryonic antigen (CEA), cancer antigen 125 (CA125), squamous cell carcinoma antigen (SCCA), treatment methods, treatment response evaluation, smoking status, presence of pericardial effusion, and programmed death ligand 1 (PD-L1) at 0 and 1-50%. Significant differences in OS (P<0.05) were observed for age, tumor location, treatment methods, White blood cells (WBC), uric acid (UA), CA125, pro-gastrin-releasing peptide (ProGRP), SCCA, cytokeratin fragment 21 (CYFRA21), and smoking status. COX analysis identified male gender, progressive disease (PD) as treatment response, and SCCA > 1.6 as risk factors for LC PFS. The consistency indices of the line chart models for predicting PFS and OS were 0.782 and 0.772, respectively. Conclusion Male gender, treatment response of PD, and SCCA > 1.6 are independent risk factors affecting the survival of LC patients. The PFS line chart model demonstrates good concordance.
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Affiliation(s)
- Yamin Zhang
- Department of Oncology, Xi’an International Medical Center Hospital, Xi’an, Shaanxi, 710100, People’s Republic of China
| | - Wei Wan
- Department of Oncology, Xi’an International Medical Center Hospital, Xi’an, Shaanxi, 710100, People’s Republic of China
| | - Rui Shen
- Department of Oncology, Xi’an International Medical Center Hospital, Xi’an, Shaanxi, 710100, People’s Republic of China
| | - Bohao Zhang
- Department of Oncology, Xi’an International Medical Center Hospital, Xi’an, Shaanxi, 710100, People’s Republic of China
| | - Li Wang
- Department of Oncology, Xi’an International Medical Center Hospital, Xi’an, Shaanxi, 710100, People’s Republic of China
| | - Hongyi Zhang
- Department of Urology, The First Affiliated Hospital of Xi’an Medical University, Xi’an, Shaanxi, 710077, People’s Republic of China
| | - Xiaoyue Ren
- College of Life Sciences, Northwest University, Xi’an, Shaanxi, 710069, People’s Republic of China
| | - Jie Cui
- Department of Oncology, The First Affiliated Hospital of Xi’an Medical University, Xi’an, Shaanxi, 710077, People’s Republic of China
| | - Jinpeng Liu
- Department of Oncology, Xi’an International Medical Center Hospital, Xi’an, Shaanxi, 710100, People’s Republic of China
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Miyazaki T, Saji H, Nakamura H, Nagayasu T, Okumura N, Tsuchida M, Sonobe M, Aokage K, Nakao M, Haruki T, Okada M, Suzuki K, Chida M, Yoshino I. The C-reactive protein to albumin ratio is a prognostic factor for stage I non-small cell lung cancer in elderly patients: JACS1303. Surg Today 2022; 52:1463-1471. [PMID: 35211804 DOI: 10.1007/s00595-022-02485-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2021] [Accepted: 01/16/2022] [Indexed: 11/24/2022]
Abstract
PURPOSE To establish the prognostic significance of C-reactive protein (CRP) and albumin in octogenarians with non-small cell lung cancer (NSCLC) based on the study of the Japanese Association for Chest Surgery (JACS 1303). METHODS A total of 618 octogenarians with pathological stage I NSCLC, who underwent pulmonary resection, were included in the analysis. We conducted multivariable Cox regression analysis to evaluate the CRP to albumin ratio (CAR) as a potential prognostic factor. Other clinicopathological factors were also evaluated. RESULTS The median age was 82 years. Operations included lobectomy (n = 388; 62.8%) segmentectomy (n = 95; 15%), and wedge resection (n = 135; 22%). Pathological stage IA was diagnosed in 380 (61.5%) patients. The 3-year (OS) and cancer-specific survival (CS) rates were 86.7% and 94.6%, respectively. OS was significantly higher for patients with low CAR (< 0.106) than for those with high CAR (≥ 0.106) (hazard ratio = 3.13, 95% confidence interval: 1.99-4.93, p < 0.0001). Univariate analysis identified sex, poor performance status, smoking status, comorbidity, solid tumor, histology, high Glasgow prognostic scale, and high CAR as significant prognostic factors. Multivariate analysis identified only the CAR as a significant prognostic factor for both OS and CS. CONCLUSIONS Our analysis of the nationwide data demonstrated that the CAR is a useful prognostic factor for elderly patients with stage I NSCLC.
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Affiliation(s)
- Takuro Miyazaki
- Department of Surgical Oncology, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1 Sakamoto, Nagasaki, 852-8501, Japan.
| | - Hisashi Saji
- Department of Chest Surgery, St. Marianna University School of Medicine, Kawasaki, Japan
| | - Hiroshige Nakamura
- Department of Surgery, Division of General Thoracic Surgery, Faculty of Medicine, Tottori University, Tottori, Japan
| | - Takeshi Nagayasu
- Department of Surgical Oncology, Nagasaki University Graduate School of Biomedical Sciences, 1-7-1 Sakamoto, Nagasaki, 852-8501, Japan
| | - Norihito Okumura
- Department of Thoracic Surgery, Kurashiki Central Hospital, Okayama, Japan
| | - Masanori Tsuchida
- Division of Thoracic and Cardiovascular Surgery, Niigata University Graduate School of Medical and Dental Sciences, Niigata, Japan
| | - Makoto Sonobe
- Department of Thoracic Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Keiju Aokage
- Division of Thoracic Surgery, Department of Thoracic Oncology, National Cancer Center Hospital East, Chiba, Japan
| | - Masayuki Nakao
- Department of Thoracic Surgical Oncology, The Cancer Institute Hospital, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Tomohiro Haruki
- Department of Surgery, Division of General Thoracic Surgery, Faculty of Medicine, Tottori University, Tottori, Japan
| | - Morihito Okada
- Department of Surgical Oncology, Hiroshima University, Hiroshima, Japan.,Committee for Scientific Affairs, The Japanese Association for Chest Surgery, Kyoto, Japan
| | - Kenji Suzuki
- Department of General Thoracic Surgery, Juntendo University School of Medicine, Tokyo, Japan.,Committee for Scientific Affairs, The Japanese Association for Chest Surgery, Kyoto, Japan
| | - Masayuki Chida
- Department of General Thoracic Surgery, Dokkyo Medical University, Shimotsuga, Japan
| | - Ichiro Yoshino
- Department of General Thoracic Surgery, Graduate School of Medicine, Chiba University, Chiba, Japan and President, The Japanese Association for Chest Surgery, Kyoto, Japan
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Kumar S, Chmura S, Robinson C, Lin SH, Gadgeel SM, Donington J, Feliciano J, Stinchcombe TE, Werner-Wasik M, Edelman MJ, Moghanaki D. Alternative Multidisciplinary Management Options for Locally Advanced NSCLC During the Coronavirus Disease 2019 Global Pandemic. J Thorac Oncol 2020; 15:1137-1146. [PMID: 32360578 PMCID: PMC7194660 DOI: 10.1016/j.jtho.2020.04.016] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Revised: 04/15/2020] [Accepted: 04/20/2020] [Indexed: 12/19/2022]
Abstract
The coronavirus disease 2019 (COVID-19) pandemic is currently accelerating. Patients with locally advanced NSCLC (LA-NSCLC) may require treatment in locations where resources are limited, and the prevalence of infection is high. Patients with LA-NSCLC frequently present with comorbidities that increase the risk of severe morbidity and mortality from COVID-19. These risks may be further increased by treatments for LA-NSCLC. Although guiding data is scarce, we present an expert thoracic oncology multidisciplinary (radiation oncology, medical oncology, surgical oncology) consensus of alternative strategies for the treatment of LA-NSCLC during a pandemic. The overarching goals of these approaches are the following: (1) reduce the number of visits to a health care facility, (2) reduce the risk of exposure to severe acute respiratory syndrome-coronavirus-2, (3) attenuate the immunocompromising effects of lung cancer therapies, and (4) provide effective oncologic therapy. Patients with resectable disease can be treated with definitive nonoperative management if surgical resources are limited or the risks of perioperative care are high. Nonoperative options include chemotherapy, chemoimmunotherapy, and radiation therapy with sequential schedules that may or may not affect long-term outcomes in an era in which immunotherapy is available. The order of treatments may be on the basis of patient factors and clinical resources. Whenever radiation therapy is delivered without concurrent chemotherapy, hypofractionated schedules are appropriate. For patients who are confirmed to have COVID-19, usually, cancer therapies may be withheld until symptoms have resolved with negative viral test results. The risk of severe treatment-related morbidity and mortality is increased for patients undergoing treatment for LA-NSCLC during the COVID-19 pandemic. Adapting alternative treatment strategies as quickly as possible may save lives and should be implemented through communication with the multidisciplinary cancer team.
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Affiliation(s)
- Sameera Kumar
- Department of Radiation Oncology, Fox Chase Cancer Center, Philadelphia, Pennsylvania.
| | - Steven Chmura
- Department of Radiation and Cellular Oncology, University of Chicago, Chicago, Illinois
| | - Clifford Robinson
- Department of Radiation Oncology, Washington University, St. Louis, Missouri
| | - Steven H Lin
- Department of Radiation Oncology, MD Anderson Cancer Center, Houston, Texas
| | - Shirish M Gadgeel
- Department of Internal Medicine, Division of Hematology and Oncology, University of Michigan, Ann Arbor, Michigan
| | | | - Josephine Feliciano
- Department of Medical Oncology, Johns Hopkins University, Baltimore, Maryland
| | | | - Maria Werner-Wasik
- Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Martin J Edelman
- Department of Hematology and Medical Oncology, Fox Chase Cancer Center, Philadelphia, Pennsylvania
| | - Drew Moghanaki
- Department of Radiation Oncology, Emory University, Atlanta Veterans Affairs Health Care System, Atlanta, Georgia
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