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Wu B, Zheng M, Guo Q, Wang N, Zhu C, Zhao W, Xu Y. Early potential metabolic biomarkers of T1 stage lung adenocarcinoma based on serum metabolomics. Front Mol Biosci 2025; 12:1544774. [PMID: 40351532 PMCID: PMC12061714 DOI: 10.3389/fmolb.2025.1544774] [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: 12/17/2024] [Accepted: 04/09/2025] [Indexed: 05/14/2025] Open
Abstract
Background This study aims to investigate serum metabolite changes in patients with early-stage (T1) lung adenocarcinoma, identify potential diagnostic biomarkers, and establish an early warning mechanism for T1 stage lung adenocarcinoma. Methods The study included two groups: a lung adenocarcinoma group and a healthy control group. Serum samples underwent non-targeted metabolomics analysis. Total ion chromatograms (TIC) were generated to assess system stability. Chromatographic data were analyzed using multivariate statistical methods, including principal component analysis (PCA) for dimensionality reduction. Partial least squares discriminant analysis (PLS-DA) further validated PCA findings. Variables with VIP scores >1.0 in the PLS-DA model were selected, combined with ANOVA and T-tests (P < 0.05), to identify differentially expressed metabolites. Receiver operating characteristic (ROC) curve analysis was conducted to evaluate the diagnostic performance of selected metabolites. Results Serum metabolites significantly differed between the lung adenocarcinoma group and the healthy control group. Multivariate statistical analysis and ROC curve evaluation identified four potential diagnostic biomarkers: Cortisol, 3-Oxo-OPC4-CoA, PE-NMe(14:1(9Z)/14:1(9Z)), and Ceramide (d18:1/9Z-18:1), with AUC values of 0.930, 0.895, 0.890, and 0.795, respectively. Conclusion Cortisol,3-Oxo-OPC4-CoA,PE-NMe(14:1(9Z)/14:1(9Z)), and Ceramide (d18:1/9Z-18:1) exhibit significantly altered metabolic levels in T1 stage lung adenocarcinoma patients and can serve as metabolic biomarkers. These markers may enhance the sensitivity and specificity of early diagnosis, facilitating improved detection of T1 stage lung adenocarcinoma.
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Affiliation(s)
| | | | | | | | | | | | - Ye Xu
- Department of Thoracic Surgery, Tongren Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
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Goto Y, Sakurai H, Yoh K, Takamochi K, Shukuya T, Hishida T, Tsuboi M, Yoshida K, Ohde Y, Okumura S, Taguri M, Kunitoh H. Patient and hospital factors for outcomes of completely resected, node-negative nonsmall cell lung cancer. Jpn J Clin Oncol 2025:hyaf057. [PMID: 40194314 DOI: 10.1093/jjco/hyaf057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2025] [Accepted: 03/19/2025] [Indexed: 04/09/2025] Open
Abstract
OBJECTIVES To evaluate outcomes of early-stage nonsmall cell lung cancer (NSCLC) patients in relation to patient and hospital factors. SUMMARY BACKGROUND DATA Results of randomized controlled trials (RCTs) may not be applicable to daily practice. METHODS Outcomes of patients who had undergone curative surgery for node-negative NSCLC were retrospectively evaluated. They were either participants in an RCT (JCOG0707) or those excluded from it. "Excluded patients" were either ineligible to ("ineligible cohort") or eligible but did not participate ("eligible cohort") in the RCT. Correlations between hospital volume, study forwardness, and patient outcomes were also analyzed. RESULTS A total of 5921 patients, 917 in JCOG0707, were evaluated. The overall survival (OS) of the eligible cohort (n = 2616) was similar to the JCOG0707 cohort with an adjusted hazard ratio (aHR) of 1.01 (P = .90), while that of the ineligible cohort (n = 2388) was significantly worse, with an aHR of 1.67 (P < .0001). Both deaths from lung cancer and from other causes led to the inferior outcome. The OS of patients in the ineligible cohort, excluded from the trial due solely to the presence of concomitant malignancy (n = 704), was significantly worse than OS in the eligible cohort, but disease-specific survivals were not significantly different. Hospital volume did not affect OS (high vs low: aHR 0.91, P = .13), but high-volume hospitals had lower "other-cause" mortality (aHR 0.79, P = .02). CONCLUSIONS RCT-ineligible patients had worse OS, and their excess mortalities are mainly attributed to nonlung-cancer-specific deaths.
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Affiliation(s)
- Yasushi Goto
- Department of Thoracic Oncology, National Cancer Center Hospital, 5-1-1 Tsukiji, Chuo-ku, Tokyo 104-0045, Japan
| | - Hiroyuki Sakurai
- Division of Respiratory Surgery, Nihon University School of Medicine, 30-1 Ooyaguchikamicho, Itabashi-ku, Tokyo 173-8610, Japan
| | - Kiyotaka Yoh
- Department of Thoracic Oncology, National Cancer Center Hospital East, 6-5-1 Kashiwanoha, Kashiwa City, Chiba 277-0882, Japan
| | - Kazuya Takamochi
- Department of General Thoracic Surgery, Juntendo University, 3-1-3 Hongo, Bunkyo-ku, Tokyo 113-8431, Japan
| | - Takehito Shukuya
- Department of Respiratory Medicine, Juntendo University, 3-1-3 Hongo, Bunkyo-ku, Tokyo 113-8431, Japan
| | - Tomoyuki Hishida
- Division of Thoracic Surgery, Department of Surgery, Keio University, 35 Shinanomachi, Shinjuku-ku, Tokyo160-0016, Japan
| | - Masahiro Tsuboi
- Division of Thoracic Surgery, National Cancer Center Hospital East, 6-5-1 Kashiwanoha, Kashiwa City, Chiba 277-0882, Japan
| | - Koichi Yoshida
- Department of Thoracic Surgery, Tokyo Medical University School of Medicine, 6-7-1 Nishishinnjuku, Shinjuku-ku, Tokyo 160-0023, Japan
| | - Yasuhisa Ohde
- Division of Thoracic Surgery, Shizuoka Cancer Center, 1007 Shimonagakubo, Suntogun Nagaizumicho, Shizuoka 411-8777, Japan
| | - Sakae Okumura
- Department of Thoracic Surgical Oncology, The Cancer Institute Hospital of Japanese Foundation for Cancer Research, 3-8-31 Ariake, Koto-ku, Tokyo 135-8550, Japan
| | - Masataka Taguri
- Department of Data Science, Tokyo Medical University School of Medicine, 6-1-1 Shinjuku, Shinjuku-ku, Tokyo 160-8402, Japan
| | - Hideo Kunitoh
- Department of Medical Oncology, Japanese Red Cross Medical Center, 4-1-22 Hiro-o, Shibuya-ku, Tokyo 150-8935, Japan
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Liu J, Cao B, Shi Z, Song M, Liu J. Correlation Between the Extent of N1 Lymph Node Station Examination and Prognosis in Stage I Non-small Cell Lung Cancer Patients: One Station is Insufficient. Clin Lung Cancer 2025; 26:e108-e117.e3. [PMID: 39648080 DOI: 10.1016/j.cllc.2024.11.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2024] [Revised: 10/15/2024] [Accepted: 11/12/2024] [Indexed: 12/10/2024]
Abstract
BACKGROUND Examination standards for hilar and intrapulmonary (N1) lymph nodes (LNs) have been debated. The objective of this study was to assess the prognostic significance of the extent of examination for N1 LN stations in patients with pathological stage I non-small cell lung cancer (NSCLC). METHODS A total of 1868 patients were identified and divided into 3 groups on the basis of the number of N1 stations examined: group A (≥3 stations), group B (2 stations) and group C (1 station). Moreover, we investigated the prognostic significance of each individual N1 station examined. The primary outcome was 5-year disease-free survival (DFS). RESULTS Overall, 1062, 607, and 199 patients were in groups A, B, and C, respectively. The baseline demographic and clinical characteristics were similar among the groups, except for the tumor side. The 5-year DFS rates were comparable between groups A and B (85.1% vs. 82.7%, P = .3), both of which were significantly greater than that of group C (74.4%) (P < .01). Similar results were observed for the corresponding 5-year overall survival rates. The number of N1 stations examined was an independent predictor in multiple analyses. Additionally, the examination of stations 10 and 13 were independent favorable predictors for 5-year DFS. CONCLUSION For patients with pathological stage I NSCLC, examination of only 1 N1 station is insufficient. Examinations of a minimum of two N1 stations, including stations 10 and 13, is recommended to obtain the optimal survival benefit.
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Affiliation(s)
- Junhong Liu
- Department of Thoracic Surgery, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, China; Department of Thoracic Surgery, The Affiliated Hospital of North Sichuan Medical College, Nanchong, Sichuan, China
| | - Bingji Cao
- Department of Thoracic Surgery, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
| | - ZhiHua Shi
- Department of Thoracic Surgery, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
| | - Minglei Song
- Department of Thoracic Surgery, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
| | - Junfeng Liu
- Department of Thoracic Surgery, The Fourth Hospital of Hebei Medical University, Shijiazhuang, Hebei, China.
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Francescatti AB, Hieken TJ, Katz MHG. Operative Standards for Cancer Care: One Step at a Time. Ann Surg Oncol 2024; 31:8476-8478. [PMID: 39361174 DOI: 10.1245/s10434-024-16300-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Accepted: 09/19/2024] [Indexed: 11/10/2024]
Affiliation(s)
| | - Tina J Hieken
- Department of Surgery, Division of Breast and Melanoma Surgical Oncology, Mayo Clinic, Rochester, MN, USA
| | - Matthew H G Katz
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
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Smeltzer MP, Akinbobola OA, Ray MA, Fehnel C, Saulsberry A, Dortch KR, Pimenta K, Matthews AT, Osarogiagbon RU. Prevalence of Epidermal Growth Factor Receptor and Programmed Death Ligand 1 Testing in a Population-Based Lung Cancer Surgical Resection Cohort from 2018 to 2022. Cancer Epidemiol Biomarkers Prev 2024; 33:1098-1106. [PMID: 38884583 DOI: 10.1158/1055-9965.epi-23-1401] [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: 11/08/2023] [Revised: 01/30/2024] [Accepted: 05/16/2024] [Indexed: 06/18/2024] Open
Abstract
BACKGROUND Biomarker-directed therapy requires biomarker testing. We assessed the patterns of epidermal growth factor receptor (EGFR) and programmed death ligand 1 (PDL1) testing in a non-small cell lung cancer (NSCLC) resection cohort. We hypothesized that testing would increase but be unevenly distributed across patient-, provider- and institution-level demographics. METHODS We examined the population-based Mid-South Quality of Surgical Resection (MS-QSR) cohort of NSCLC resections. We evaluated the proportions receiving EGFR and PDL1 testing before and after approval of biomarker-directed adjuvant therapy (2018-2020 vs. 2021-2022). We used association tests and logistic regression to compare factors. RESULTS From 2018 to 2022, 1,687 patients had NSCLC resection across 12 MS-QSR institutions: 1,045 (62%) from 2018 to 2020 and 642 (38%) from 2021 to 2022. From 2018 to 2020, 11% had EGFR testing versus 38% in 2021 to 2022 (56% in those meeting ADAURA trial inclusion criteria, P < 0.0001). From 2018 to 2020, 8% had PDL1 testing versus 20% in 2021 to 2022 (P < 0.0001). EGFR testing did not significantly differ by age (P = 0.07), sex (P = 0.99), race (P = 0.33), or smoking history (P = 0.28); PDL1 testing did not differ significantly by age (P = 0.47), sex (P = 0.41), race (P = 0.51), or health insurance (P = 0.07). Testing was significantly less likely in nonteaching and non-Commission on Cancer-accredited hospitals and after resection by cardiothoracic or general surgeons (vs. general thoracic surgeons; all P < 0.05). CONCLUSIONS EGFR and PDL1 testing increased after approval of biomarker-directed adjuvant therapies. However, testing rates were still suboptimal and differed by institutional- and provider-level factors. IMPACT The association of institutional, pathologist, and surgeon characteristics with differences in testing demonstrate the need for more standardization in testing processes.
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Affiliation(s)
- Matthew P Smeltzer
- Division of Epidemiology, Biostatistics, and Environmental Health, School of Public Health, University of Memphis, Memphis, Tennessee
| | - Olawale A Akinbobola
- Thoracic Oncology Research Group, Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, Tennessee
| | - Meredith A Ray
- Division of Epidemiology, Biostatistics, and Environmental Health, School of Public Health, University of Memphis, Memphis, Tennessee
| | - Carrie Fehnel
- Thoracic Oncology Research Group, Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, Tennessee
| | - Andrea Saulsberry
- Thoracic Oncology Research Group, Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, Tennessee
| | - Kourtney R Dortch
- Thoracic Oncology Research Group, Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, Tennessee
| | - Kelly Pimenta
- Division of Epidemiology, Biostatistics, and Environmental Health, School of Public Health, University of Memphis, Memphis, Tennessee
| | - Anberitha T Matthews
- Thoracic Oncology Research Group, Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, Tennessee
| | - Raymond U Osarogiagbon
- Thoracic Oncology Research Group, Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, Tennessee
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Houda I, Dickhoff C, Uyl-de Groot CA, Damhuis RA, Reguart N, Provencio M, Levy A, Dziadziuszko R, Pompili C, Di Maio M, Thomas M, Brunelli A, Popat S, Senan S, Bahce I. Challenges and controversies in resectable non-small cell lung cancer: a clinician's perspective. THE LANCET REGIONAL HEALTH. EUROPE 2024; 38:100841. [PMID: 38476749 PMCID: PMC10928275 DOI: 10.1016/j.lanepe.2024.100841] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Revised: 01/07/2024] [Accepted: 01/08/2024] [Indexed: 03/14/2024]
Abstract
The treatment landscape of resectable early-stage non-small cell lung cancer (NSCLC) is transforming due to the approval of novel adjuvant and neoadjuvant systemic treatments. The European Medicines Agency (EMA) recently approved adjuvant osimertinib, adjuvant atezolizumab, adjuvant pembrolizumab, and neoadjuvant nivolumab combined with chemotherapy, and the approval of other agents or new indications may follow soon. Despite encouraging results, many unaddressed questions remain. Moreover, the transformed treatment paradigm in resectable NSCLC can pose major challenges to healthcare systems and magnify existing disparities in care as differences in reimbursement may vary across different European countries. This Viewpoint discusses the challenges and controversies in resectable early-stage NSCLC and how existing inequalities in access to these treatments could be addressed.
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Affiliation(s)
- Ilias Houda
- Department of Pulmonary Medicine, Amsterdam UMC, Location VU Medical Center, Cancer Center Amsterdam, de Boelelaan 1117, 1081HV Amsterdam, the Netherlands
| | - Chris Dickhoff
- Department of Cardiothoracic Surgery, Amsterdam UMC, Location VU Medical Center, Cancer Center Amsterdam, de Boelelaan 1117, 1081HV Amsterdam, the Netherlands
| | - Carin A. Uyl-de Groot
- Erasmus School of Health Policy & Management/Institute for Medical Technology Assessment, Erasmus University Rotterdam, P.O. Box 1738, 3000 DR Rotterdam, the Netherlands
| | - Ronald A.M. Damhuis
- Department of Research, Netherlands Comprehensive Cancer Organisation, Godebaldkwartier 419, 3511 DT Utrecht, the Netherlands
| | - Noemi Reguart
- Department of Medical Oncology, Hospital Clínic de Barcelona, C. de Villarroel, 170, 08036 Barcelona, Spain
| | - Mariano Provencio
- Department of Medical Oncology, Hospital Universitario Puerta De Hierro, C. Joaquín Rodrigo, 1, Majadahonda, 28222 Madrid, Spain
| | - Antonin Levy
- Department of Radiation Oncology, International Center for Thoracic Cancers (CICT), Université Paris Saclay, Gustave Roussy, 114 Rue Edouard Vaillant, 94805 Villejuif, France
| | - Rafal Dziadziuszko
- Faculty of Medicine, Department of Oncology and Radiotherapy, Medical University of Gdańsk, 80-210 Gdańsk, Poland
| | - Cecilia Pompili
- Department of Thoracic Surgery, University and Hospital Trust – Ospedale Borgo Trento, P.Le A. Stefani, 1, 37126 Verona, Italy
| | - Massimo Di Maio
- Department of Oncology, University of Turin, Medical Oncology 1U, AOU Città della Salute e della Scienza di Torino, 10126 Turin, Italy
| | - Michael Thomas
- Department of Thoracic Oncology, Thoraxklinik, Heidelberg University Hospital and National Center for Tumor Diseases (NCT), NCT Heidelberg, A Partnership Between DKFZ and Heidelberg University Hospital, Im Neuenheimer Feld 672, 69120 Heidelberg, Germany
- Translational Lung Research Center Heidelberg (TLRC-H), Member of the German Center for Lung Research, Heidelberg, Germany
| | - Alessandro Brunelli
- Department of Thoracic Surgery, St. James’s University Hospital, Beckett Street, LS9 7TF Leeds, UK
| | - Sanjay Popat
- Lung Unit, The Royal Marsden NHS Foundation Trust, Fulham Road, SW3 6JJ London, UK
| | - Suresh Senan
- Department of Radiation Oncology, Amsterdam UMC, Location VU Medical Center, Cancer Center Amsterdam, de Boelelaan 1117, 1081HV Amsterdam, the Netherlands
| | - Idris Bahce
- Department of Pulmonary Medicine, Amsterdam UMC, Location VU Medical Center, Cancer Center Amsterdam, de Boelelaan 1117, 1081HV Amsterdam, the Netherlands
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7
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Pratt CG, Van Haren RM. Three Tenets of Surgeon Quality: Medically Fit Patient, Surgically Resectable Tumor, and Oncologic Benefit from Resection. Ann Surg Oncol 2024; 31:691-693. [PMID: 37952019 DOI: 10.1245/s10434-023-14606-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 10/31/2023] [Indexed: 11/14/2023]
Affiliation(s)
- Catherine G Pratt
- Division of Thoracic Surgery, Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Robert M Van Haren
- Division of Thoracic Surgery, Department of Surgery, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
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8
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Akinbobola O, Ray MA, Smeltzer MP, Osarogiagbon RU. In Response: Taichiro Goto "Kit Use May Not Be Key To Improved Prognosis"; Response to "Akinbobola O, Ray MA, Fehnel C, et al. Institution-Level Evolution of Lung Cancer Resection Quality With Implementation of a Lymph Node Specimen Collection Kit". J Thorac Oncol 2023; 18:e80-e81. [PMID: 37479331 DOI: 10.1016/j.jtho.2023.05.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 05/17/2023] [Indexed: 07/23/2023]
Affiliation(s)
- Olawale Akinbobola
- Thoracic Oncology Research Group, Multidisciplinary Thoracic Oncology Department, Baptist Cancer Center, Memphis, Tennessee
| | - Meredith A Ray
- Division of Epidemiology, Biostatistics, and Environmental Health, School of Public Health University of Memphis, Memphis, Tennessee
| | - Matthew P Smeltzer
- Division of Epidemiology, Biostatistics, and Environmental Health, School of Public Health University of Memphis, Memphis, Tennessee
| | - Raymond U Osarogiagbon
- Thoracic Oncology Research Group, Multidisciplinary Thoracic Oncology Department, Baptist Cancer Center, Memphis, Tennessee.
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