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Han L, He J, Xie H, Gong Y, Xie C. Pan-cell death-related signature reveals tumor immune microenvironment and optimizes personalized therapy alternations in lung adenocarcinoma. Sci Rep 2024; 14:15682. [PMID: 38977778 PMCID: PMC11231366 DOI: 10.1038/s41598-024-66662-1] [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: 01/28/2024] [Accepted: 07/03/2024] [Indexed: 07/10/2024] Open
Abstract
This study constructed a comprehensive analysis of cell death modules in eliminating aberrant cells and remodeling tumor microenvironment (TME). Consensus analysis was performed in 490 lung adenocarcinoma (LUAD) patients based on 4 types of cell death prognostic genes. Intersection method divided these LUAD samples into 5 cell death risk (CDR) clusters, and COX regression analysis were used to construct the CDR signature (CDRSig) with risk scores. Significant differences of TME phenotypes, clinical factors, genome variations, radiosensitivity and immunotherapy sensitivity were observed in different CDR clusters. Patients with higher risk scores in the CDRSig tended to be immune-excluded or immune-desert, and those with lower risk scores were more sensitive to radiotherapy and immunotherapy. The results from mouse model showed that intense expression of the high-risk gene PFKP was associated with low CD8+ T cell infiltration upon radiotherapy and anti-PD-L1 treatment. Deficient assays in vitro confirmed that PFKP downregulation enhanced cGAS/STING pathway activation and radiosensitivity in LUAD cells. In conclusion, our studies originally performed a comprehensive cell death analysis, suggesting the importance of CDR patterns in reprogramming TME and providing novel clues for LUAD personalized therapies.
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Affiliation(s)
- Linzhi Han
- Department of Radiation and Medical Oncology, Zhongnan Hospital of Wuhan University, 169 Donghu Road, Wuhan, 430071, Hubei, China
| | - Jingyi He
- Department of Radiation and Medical Oncology, Zhongnan Hospital of Wuhan University, 169 Donghu Road, Wuhan, 430071, Hubei, China
| | - Hongxin Xie
- Department of Radiation and Medical Oncology, Zhongnan Hospital of Wuhan University, 169 Donghu Road, Wuhan, 430071, Hubei, China
| | - Yan Gong
- Tumor Precision Diagnosis and Treatment Technology and Translational Medicine, Hubei Engineering Research Center, Zhongnan Hospital of Wuhan University, 169 Donghu Road, Wuhan, 430071, Hubei, China.
- Hubei Key Laboratory of Tumor Biological Behaviors, Zhongnan Hospital of Wuhan University, Wuhan, China.
| | - Conghua Xie
- Department of Radiation and Medical Oncology, Zhongnan Hospital of Wuhan University, 169 Donghu Road, Wuhan, 430071, Hubei, China.
- Hubei Key Laboratory of Tumor Biological Behaviors, Zhongnan Hospital of Wuhan University, Wuhan, China.
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2
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Sun X, Teng X, Liu C, Tian W, Cheng J, Hao S, Jin Y, Hong L, Zheng Y, Dai X, Wu L, Liu L, Teng X, Shi Y, Zhao P, Fang W, Shi Y, Bao X. A Pathologically Friendly Strategy for Determining the Organ-specific Spatial Tumor Microenvironment Topology in Lung Adenocarcinoma Through the Integration of snRandom-seq and Imaging Mass Cytometry. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2308892. [PMID: 38682485 PMCID: PMC11234426 DOI: 10.1002/advs.202308892] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/19/2023] [Revised: 03/24/2024] [Indexed: 05/01/2024]
Abstract
Heterogeneous organ-specific responses to immunotherapy exist in lung cancer. Dissecting tumor microenvironment (TME) can provide new insights into the mechanisms of divergent responses, the process of which remains poor, partly due to the challenges associated with single-cell profiling using formalin-fixed paraffin-embedded (FFPE) materials. In this study, single-cell nuclei RNA sequencing and imaging mass cytometry (IMC) are used to dissect organ-specific cellular and spatial TME based on FFPE samples from paired primary lung adenocarcinoma (LUAD) and metastases. Single-cell analyses of 84 294 cells from sequencing and 250 600 cells from IMC reveal divergent organ-specific immune niches. For sites of LUAD responding well to immunotherapy, including primary LUAD and adrenal gland metastases, a significant enrichment of B, plasma, and T cells is detected. Spatially resolved maps reveal cellular neighborhoods recapitulating functional units of the tumor ecosystem and the spatial proximity of B and CD4+ T cells at immunogenic sites. Various organ-specific densities of tertiary lymphoid structures are observed. Immunosuppressive sites, including brain and liver metastases, are deposited with collagen I, and T cells at these sites highly express TIM-3. This study originally deciphers the single-cell landscape of the organ-specific TME at both cellular and spatial levels for LUAD, indicating the necessity for organ-specific treatment approaches.
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Affiliation(s)
- Xuqi Sun
- Department of Medical OncologyThe First Affiliated HospitalZhejiang University School of MedicineHangzhou310003China
| | - Xiao Teng
- Department of Thoracic SurgeryThe First Affiliated HospitalZhejiang University School of MedicineHangzhou310003China
| | - Chuan Liu
- Department of Medical OncologyThe First Affiliated HospitalZhejiang University School of MedicineHangzhou310003China
| | - Weihong Tian
- Changzhou Third People's HospitalChangzhou Medical CenterNanjing Medical University140 Hanzhong Rd, GulouNanjingJiangsu210029China
| | - Jinlin Cheng
- State Key Laboratory for Diagnosis and Treatment of Infectious DiseasesThe First Affiliated HospitalZhejiang University School of MedicineHangzhou310003China
| | - Shuqiang Hao
- Department of Medical OncologyThe First Affiliated HospitalZhejiang University School of MedicineHangzhou310003China
| | - Yuzhi Jin
- Department of Medical OncologyThe First Affiliated HospitalZhejiang University School of MedicineHangzhou310003China
| | - Libing Hong
- Department of Medical OncologyThe First Affiliated HospitalZhejiang University School of MedicineHangzhou310003China
| | - Yongqiang Zheng
- State Key Laboratory of Oncology in South ChinaCollaborative Innovation Center for Cancer MedicineSun Yat‐sen University Cancer CenterGuangzhou510060China
| | - Xiaomeng Dai
- Department of Medical OncologyThe First Affiliated HospitalZhejiang University School of MedicineHangzhou310003China
| | - Linying Wu
- Department of Respiratory DiseaseThe First Affiliated HospitalCollege of MedicineZhejiang UniversityHangzhou310003China
| | - Lulu Liu
- Department of Medical OncologyThe First Affiliated HospitalZhejiang University School of MedicineHangzhou310003China
| | - Xiaodong Teng
- Department of PathologyThe First Affiliated HospitalZhejiang University School of MedicineHangzhou310003China
| | - Yi Shi
- Bio‐X InstitutesKey Laboratory for the Genetics of Developmental and Neuropsychiatric DisordersShanghai Jiao Tong University1954 Huashan RoadShanghai200030China
| | - Peng Zhao
- Department of Medical OncologyThe First Affiliated HospitalZhejiang University School of MedicineHangzhou310003China
| | - Weijia Fang
- Department of Medical OncologyThe First Affiliated HospitalZhejiang University School of MedicineHangzhou310003China
| | - Yu Shi
- State Key Laboratory for Diagnosis and Treatment of Infectious DiseasesThe First Affiliated HospitalZhejiang University School of MedicineHangzhou310003China
| | - Xuanwen Bao
- Department of Medical OncologyThe First Affiliated HospitalZhejiang University School of MedicineHangzhou310003China
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3
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Fick CN, Dunne EG, Toumbacaris N, Tan KS, Mastrogiacomo B, Park BJ, Adusumilli PS, Molena D, Gray KD, Sihag S, Huang J, Bott MJ, Rocco G, Isbell JM, Jones DR. Late recurrence of completely resected stage I to IIIA lung adenocarcinoma. J Thorac Cardiovasc Surg 2024:S0022-5223(24)00548-8. [PMID: 38950771 DOI: 10.1016/j.jtcvs.2024.06.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2024] [Revised: 06/10/2024] [Accepted: 06/24/2024] [Indexed: 07/03/2024]
Abstract
OBJECTIVE Research into the risk factors associated with late recurrence (>2 years after surgery) of lung adenocarcinoma is limited. We investigated the incidence of and clinicopathologic and genomic features associated with late recurrence of resected stage I-IIIA lung adenocarcinoma. METHODS We performed a retrospective analysis of patients with completely resected pathologic stage I-IIIA lung adenocarcinoma (2010-2019). Patients with a history of lung cancer, neoadjuvant therapy, or mucinous or noninvasive lung adenocarcinoma, or with follow-up of less than 2 years were excluded. Cox and logistic regression modeling were used to compare clinicopathologic variables among patients with no, early (≤2 years), and late recurrence. Comparisons of genomic mutations were corrected for multiple testing. RESULTS Of the 2349 patients included, 537 developed a recurrence during follow-up. Most recurrences (55% [297/537]) occurred early; 45% (240/537) occurred late. A larger proportion of late recurrences than early recurrences were locoregional (37% vs 29%; P = .047). Patients with late recurrence had more aggressive pathologic features (International Association for the Study of Lung Cancer grade 2 and 3, lymphovascular invasion, visceral pleural invasion) and higher stage than patients without recurrence. Pathologic features were similar between patients with early and late recurrence, except stage IIIA disease was more common in the early cohort. No genomic mutations were associated with late recurrence. CONCLUSIONS Late recurrence of lung adenocarcinoma after resection is more common than previously reported. Patients without disease more than 2 years after surgery who had aggressive pathologic features at the time of resection have an elevated risk of recurrence and may benefit from more aggressive follow-up.
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Affiliation(s)
- Cameron N Fick
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Elizabeth G Dunne
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | | | - Kay See Tan
- Department of Epidemiology and Biostatistics, MSK, New York, NY
| | | | - Bernard J Park
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY; Druckenmiller Center for Lung Cancer Research, MSK, New York, NY
| | - Prasad S Adusumilli
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY; Druckenmiller Center for Lung Cancer Research, MSK, New York, NY
| | - Daniela Molena
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY; Druckenmiller Center for Lung Cancer Research, MSK, New York, NY
| | - Katherine D Gray
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY; Druckenmiller Center for Lung Cancer Research, MSK, New York, NY
| | - Smita Sihag
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY; Druckenmiller Center for Lung Cancer Research, MSK, New York, NY
| | - James Huang
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY; Druckenmiller Center for Lung Cancer Research, MSK, New York, NY
| | - Matthew J Bott
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY; Druckenmiller Center for Lung Cancer Research, MSK, New York, NY
| | - Gaetano Rocco
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY; Druckenmiller Center for Lung Cancer Research, MSK, New York, NY
| | - James M Isbell
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY; Druckenmiller Center for Lung Cancer Research, MSK, New York, NY
| | - David R Jones
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY; Druckenmiller Center for Lung Cancer Research, MSK, New York, NY.
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4
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Fick CN, Dunne EG, Vanstraelen S, Toumbacaris N, Tan KS, Rocco G, Molena D, Huang J, Park BJ, Rekhtman N, Travis WD, Chaft JE, Bott MJ, Rusch VW, Adusumilli PS, Sihag S, Isbell JM, Jones DR. High-risk features associated with recurrence in stage I lung adenocarcinoma. J Thorac Cardiovasc Surg 2024:S0022-5223(24)00440-9. [PMID: 38788834 DOI: 10.1016/j.jtcvs.2024.05.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Revised: 05/07/2024] [Accepted: 05/10/2024] [Indexed: 05/26/2024]
Abstract
OBJECTIVE There is a lack of knowledge regarding the use of prognostic features in stage I lung adenocarcinoma (LUAD). Thus, we investigated clinicopathologic features associated with recurrence after complete resection for stage I LUAD. METHODS We performed a retrospective analysis of patients with pathologic stage I LUAD who underwent R0 resection from 2010 to 2020. Exclusion criteria included history of lung cancer, induction or adjuvant therapy, noninvasive or mucinous LUAD, and death within 90 days of surgery. Fine and Gray competing-risk regression assessed associations between clinicopathologic features and disease recurrence. RESULTS In total, 1912 patients met inclusion criteria. Most patients (1565 [82%]) had stage IA LUAD, and 250 developed recurrence: 141 (56%) distant and 109 (44%) locoregional only. The 5-year cumulative incidence of recurrence was 12% (95% CI, 11%-14%). Higher maximum standardized uptake value of the primary tumor (hazard ratio [HR], 1.04), sublobar resection (HR, 2.04), higher International Association for the Study of Lung Cancer grade (HR, 5.32 [grade 2]; HR, 7.93 [grade 3]), lymphovascular invasion (HR, 1.70), visceral pleural invasion (HR, 1.54), and tumor size (HR, 1.30) were independently associated with a hazard of recurrence. Tumors with 3 to 4 high-risk features had a higher cumulative incidence of recurrence at 5 years than tumors without these features (30% vs 4%; P < .001). CONCLUSIONS Recurrence after resection for stage I LUAD remains an issue for select patients. Commonly reported clinicopathologic features can be used to define patients at high risk of recurrence and should be considered when assessing the prognosis of patients with stage I disease.
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Affiliation(s)
- Cameron N Fick
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Elizabeth G Dunne
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Stijn Vanstraelen
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Nicolas Toumbacaris
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Kay See Tan
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Gaetano Rocco
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY; Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Daniela Molena
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY; Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY
| | - James Huang
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY; Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Bernard J Park
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY; Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Natasha Rekhtman
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - William D Travis
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Jamie E Chaft
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY; Weill Cornell Medical College, New York, NY
| | - Matthew J Bott
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY; Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Valerie W Rusch
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY; Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Prasad S Adusumilli
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY; Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Smita Sihag
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY; Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY
| | - James M Isbell
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY; Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY
| | - David R Jones
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY; Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY.
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5
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Chen CL, Wang ST, Liao WC, Chen CH, Tu CY, Hsia TC, Cheng WC, Chen HJ. A real-world study comparing perioperative chemotherapy and EGFR-tyrosine kinase inhibitors for treatment of resected stage III EGFR-mutant adenocarcinoma. BMC Cancer 2023; 23:847. [PMID: 37697233 PMCID: PMC10496373 DOI: 10.1186/s12885-023-11342-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Accepted: 08/26/2023] [Indexed: 09/13/2023] Open
Abstract
BACKGROUND The patient population with stage III non-small-cell lung cancer (NSCLC) is heterogeneous, with varying staging characteristics and diverse treatment options. Despite the potential practice-changing implications of randomized controlled trials evaluating the efficacy of perioperative epidermal growth factor receptor-tyrosine kinase inhibitors (EGFR-TKIs), concerns have been raised due to conflicting overall survival (OS) results. Few real-world studies have examined the survival outcomes of patients with resected EGFR-mutant stage III adenocarcinoma receiving perioperative chemotherapy and EGFR-TKIs. METHODS In this retrospective observational study, we enrolled patients with resected stage III adenocarcinoma with EGFR mutations between January 2011 and December 2021. Patients were classified into two groups: perioperative chemotherapy and perioperative EGFR-TKIs. Outcomes and prognostic factors were analyzed using Cox proportional hazards regression analysis. RESULTS Eighty-four patients were enrolled in the analysis. Perioperative EGFR-TKIs led to longer progression-free survival (PFS) than chemotherapy (38.6 versus 14.2 months; p = 0.019). However, only pathological risk factors predicted poor PFS in multivariate analysis. Patients receiving perioperative chemotherapy had longer OS than those receiving EGFR-TKIs (111.3 versus 50.2 months; p = 0.052). Multivariate analysis identified perioperative treatment with EGFR-TKIs as an independent predictor of poor OS (HR: 3.76; 95% CI: 1.22-11.54). CONCLUSION Our study demonstrates that chemotherapy should be considered in the perioperative setting for high-risk patients, when taking pathological risk factors into consideration, and that optimized sequencing of EGFR-TKIs might be the most critical determinant of OS.
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Affiliation(s)
- Chieh-Lung Chen
- Division of Pulmonary and Critical Care, Department of Internal Medicine, China Medical University Hospital, No. 2, Yude Road, North District, Taichung City, 404327, Taiwan
| | - Sing-Ting Wang
- Division of Hematology and Oncology, Department of Internal Medicine, China Medical University Hospital, Taichung, 404327, Taiwan
| | - Wei-Chih Liao
- Division of Pulmonary and Critical Care, Department of Internal Medicine, China Medical University Hospital, No. 2, Yude Road, North District, Taichung City, 404327, Taiwan
- School of Medicine, College of Medicine, China Medical University, Taichung, 404333, Taiwan
| | - Chia-Hung Chen
- Division of Pulmonary and Critical Care, Department of Internal Medicine, China Medical University Hospital, No. 2, Yude Road, North District, Taichung City, 404327, Taiwan
- School of Medicine, College of Medicine, China Medical University, Taichung, 404333, Taiwan
| | - Chih-Yen Tu
- Division of Pulmonary and Critical Care, Department of Internal Medicine, China Medical University Hospital, No. 2, Yude Road, North District, Taichung City, 404327, Taiwan
- School of Medicine, College of Medicine, China Medical University, Taichung, 404333, Taiwan
| | - Te-Chun Hsia
- Division of Pulmonary and Critical Care, Department of Internal Medicine, China Medical University Hospital, No. 2, Yude Road, North District, Taichung City, 404327, Taiwan
- School of Medicine, College of Medicine, China Medical University, Taichung, 404333, Taiwan
| | - Wen-Chien Cheng
- Division of Pulmonary and Critical Care, Department of Internal Medicine, China Medical University Hospital, No. 2, Yude Road, North District, Taichung City, 404327, Taiwan.
- School of Medicine, College of Medicine, China Medical University, Taichung, 404333, Taiwan.
- Department of Life Science, National Chung Hsing University, Taichung, 40227, Taiwan.
- Ph.D. Program in Translational Medicine, National Chung Hsing University, Taichung, 40227, Taiwan.
- Rong Hsing Research Center for Translational Medicine, National Chung Hsing University, Taichung, 40227, Taiwan.
| | - Hung-Jen Chen
- Division of Pulmonary and Critical Care, Department of Internal Medicine, China Medical University Hospital, No. 2, Yude Road, North District, Taichung City, 404327, Taiwan.
- School of Medicine, College of Medicine, China Medical University, Taichung, 404333, Taiwan.
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Ray MA, Akinbobola O, Fehnel C, Saulsberry A, Dortch K, Wolf B, Valaulikar G, Patel HD, Ng T, Robbins T, Smeltzer MP, Faris NR, Osarogiagbon RU. Surgeon Quality and Patient Survival After Resection for Non-Small-Cell Lung Cancer. J Clin Oncol 2023; 41:3616-3628. [PMID: 37267506 PMCID: PMC10325770 DOI: 10.1200/jco.22.01971] [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: 08/30/2022] [Revised: 03/06/2023] [Accepted: 04/12/2023] [Indexed: 06/04/2023] Open
Abstract
PURPOSE The quality and outcomes of curative-intent lung cancer surgery vary in populations. Surgeons are key drivers of surgical quality. We examined the association between surgeon-level intermediate outcomes differences, patient survival differences, and potential mitigation by processes of care. PATIENTS AND METHODS Using a baseline population-based surgical resection cohort, we derived surgeon-level cut points for rates of positive margins, nonexamination of lymph nodes, nonexamination of mediastinal lymph nodes, and wedge resections. Applying the baseline cut points to a subsequent cohort from the same population-based data set, we assign surgeons into three performance categories in reference to each metric: 1 (<25th percentile), 2 (25th-75th percentile), and 3 (>75th percentile). The sum of performance scores created three surgeon quality tiers: 1 (4-6, low), 2 (7-9, intermediate), and 3 (10-12, high). We used chi-squared, Wilcoxon-Mann-Whitney, and Kruskal-Wallis tests to compare patient characteristics between the baseline and subsequent cohorts and across surgeon tiers. We applied Cox proportional hazards models to examine the association between patient survival and surgeon performance tier, sequentially adjusting for clinical stage, patient characteristics, and four specific processes. RESULTS From 2009 to 2021, 39 surgeons performed 4,082 resections across the baseline and subsequent cohorts. Among 31 subsequent cohort surgeons, five were tier 1, five were tier 2, and 21 were tier 3. Tier 1 and 2 surgeons had significantly worse outcomes than tier 3 surgeons (hazard ratio [HR], 1.37; 95% CI, 1.10 to 1.72 and 1.19; 95% CI, 1.00 to 1.43, respectively). Adjustment for specific processes mitigated the surgeon-tiered survival differences, with adjusted HRs of 1.02 (95% CI, 0.8 to 1.3) and 0.93 (95% CI, 0.7 to 1.25), respectively. CONCLUSION Readily accessible intermediate outcomes metrics can be used to stratify surgeon performance for targeted process improvement, potentially reducing patient survival disparities.
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Affiliation(s)
| | | | - Carrie Fehnel
- Thoracic Oncology Research Group, Baptist Cancer Center, Memphis, TN
| | - Andrea Saulsberry
- Thoracic Oncology Research Group, Baptist Cancer Center, Memphis, TN
| | - Kourtney Dortch
- Thoracic Oncology Research Group, Baptist Cancer Center, Memphis, TN
| | | | | | | | - Thomas Ng
- Methodist University Hospital, Memphis, TN
| | - Todd Robbins
- Baptist Memorial Hospital—Memphis, Memphis TN
- Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, TN
| | | | - Nicholas R. Faris
- Thoracic Oncology Research Group, Baptist Cancer Center, Memphis, TN
- Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, TN
| | - Raymond U. Osarogiagbon
- Thoracic Oncology Research Group, Baptist Cancer Center, Memphis, TN
- Multidisciplinary Thoracic Oncology Program, Baptist Cancer Center, Memphis, TN
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7
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Lengel HB, Zheng J, Tan KS, Liu CC, Park BJ, Rocco G, Adusumilli PS, Molena D, Yu HA, Riely GJ, Bains MS, Rusch VW, Kris MG, Chaft JE, Li BT, Isbell JM, Jones DR. Clinicopathologic outcomes of preoperative targeted therapy in patients with clinical stage I to III non-small cell lung cancer. J Thorac Cardiovasc Surg 2023; 165:1682-1693.e3. [PMID: 36528430 PMCID: PMC10085825 DOI: 10.1016/j.jtcvs.2022.10.056] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Revised: 10/06/2022] [Accepted: 10/29/2022] [Indexed: 11/18/2022]
Abstract
OBJECTIVE Targeted therapy improves outcomes in patients with advanced-stage non-small cell lung cancer (NSCLC) and in the adjuvant setting, but data on its use before surgery are limited. We sought to investigate the safety and feasibility of preoperative targeted therapy in patients with operable NSCLC. METHODS We retrospectively reviewed 51 patients with clinical stage I to III NSCLC who received targeted therapy, alone or in combination with chemotherapy, before surgical resection with curative intent, treated from 2004 to 2021. The primary outcome was the safety and feasibility of preoperative targeted therapy; secondary outcomes included objective response rate, major pathologic response (defined as ≤10% viable tumor) rate, recurrence-free survival (RFS), and overall survival. RESULTS Of the 51 patients included, 46 had an activating epidermal growth factor receptor gene alteration and 5 had an anaplastic lymphoma kinase fusion. Overall, 37 of 46 evaluable patients experienced at least 1 adverse event before surgery; however, only 3 patients experienced a grade 3 or 4 event. The objective response rate was 38% (17/45) for all evaluable patients and 44% (14/32) for patients with clinical stage II or III disease. The major pathologic response rate was 20% (9/44); 2 patients had a complete pathologic response. Median RFS was 3.8 years (95% CI, 2.8 to not reached). Targeted therapy alone was associated with better RFS than combination therapy (P = .009) in patients with clinical stage II or III disease. CONCLUSIONS Preoperative targeted therapy was well tolerated and associated with good outcomes, with or without induction chemotherapy. In addition, radiographic response and pathologic response were strongly correlated.
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Affiliation(s)
- Harry B Lengel
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Junting Zheng
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Kay See Tan
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Corinne C Liu
- Department of Radiology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Bernard J Park
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY; Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Gaetano Rocco
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY; Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Prasad S Adusumilli
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY; Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Daniela Molena
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY; Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Helena A Yu
- Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY; Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Gregory J Riely
- Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY; Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Manjit S Bains
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY; Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Valerie W Rusch
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY; Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Mark G Kris
- Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY; Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Jamie E Chaft
- Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY; Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Bob T Li
- Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY; Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - James M Isbell
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY; Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY
| | - David R Jones
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY; Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY.
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8
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Liu Y, Chudgar N, Mastrogiacomo B, He D, Lankadasari MB, Bapat S, Jones GD, Sanchez-Vega F, Tan KS, Schultz N, Mukherjee S, Offit K, Bao Y, Bott MJ, Rekhtman N, Adusumilli PS, Li BT, Mayo MW, Jones DR. A germline SNP in BRMS1 predisposes patients with lung adenocarcinoma to metastasis and can be ameliorated by targeting c-fos. Sci Transl Med 2022; 14:eabo1050. [PMID: 36197962 PMCID: PMC9926934 DOI: 10.1126/scitranslmed.abo1050] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
About 50% of patients with early-stage, surgically resected lung cancer will develop distant metastasis. There remains an unmet need to identify patients likely to develop recurrence and to design innovative therapies to decrease this risk. Two primary isoforms of BRMS1, v1 and v2, are present in humans. Using next-generation sequencing of BRMS1 on matched human noncancerous lung tissue and non-small cell lung cancer (NSCLC) specimens, we identified single-nucleotide polymorphism (SNP) rs1052566 that results in an A273V mutation of BRMS1v2. This SNP is homozygous (BRMS1v2A273V/A273V) in 8% of the population and correlates with aggressive biology in lung adenocarcinoma (LUAD). Mechanistically, we show that BRMS1v2 A273V abolishes the metastasis suppressor function of BRMS1v2 and promotes robust cell invasion and metastases by activation of c-fos-mediated gene-specific transcriptional regulation. BRMS1v2 A273V increases cell invasion in vitro and increases metastases in both tail-vein injection xenografts and LUAD patient-derived organoid (PDO) intracardiac injection metastasis in vivo models. Moreover, we show that BRMS1v2 A273V fails to interact with nuclear Src, thereby activating intratumoral c-fos in vitro. Higher c-fos results in up-regulation of CEACAM6, which drives metastases in vitro and in vivo. Using both xenograft and PDO metastasis models, we repurposed T5224 for treatment, a c-fos pharmacologic inhibitor investigated in clinical trials for arthritis, and observed suppression of metastases in BRMS1v2A273V/A273V LUAD in mice. Collectively, we elucidate the mechanism of BRMS1v2A273V/A273V-induced metastases and offer a putative therapeutic strategy for patients with LUAD who have this germline alteration.
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Affiliation(s)
- Yuan Liu
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center; New York, NY 10065, USA,Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center; New York, NY 10065, USA
| | - Neel Chudgar
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center; New York, NY 10065, USA
| | - Brooke Mastrogiacomo
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center; New York, NY 10065, USA,Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center; New York, NY USA
| | - Di He
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center; New York, NY 10065, USA
| | - Manendra B. Lankadasari
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center; New York, NY 10065, USA
| | - Samhita Bapat
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center; New York, NY 10065, USA
| | - Gregory D. Jones
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center; New York, NY 10065, USA
| | | | - Kay See Tan
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center; New York, NY 10065, USA
| | - Nikolaus Schultz
- Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center; New York, NY USA
| | - Semanti Mukherjee
- Department of Medicine, Memorial Sloan Kettering Cancer Center; New York, NY 10065, USA
| | - Kenneth Offit
- Department of Medicine, Memorial Sloan Kettering Cancer Center; New York, NY 10065, USA
| | - Yongde Bao
- Department of Microbiology, University of Virginia; Charlottesville, VA 22908, USA
| | - Matthew J. Bott
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center; New York, NY 10065, USA,Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center; New York, NY USA
| | - Natasha Rekhtman
- Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center; New York, NY 10065, USA,Department of Pathology, Memorial Sloan Kettering Cancer Center; New York, NY 10065, USA
| | - Prasad S. Adusumilli
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center; New York, NY 10065, USA,Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center; New York, NY 10065, USA
| | - Bob T. Li
- Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center; New York, NY 10065, USA,Department of Medicine, Memorial Sloan Kettering Cancer Center; New York, NY 10065, USA
| | - Marty W. Mayo
- Department of Biochemistry & Molecular Genetics, University of Virginia; Charlottesville, VA 22908, USA
| | - David R. Jones
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center; New York, NY 10065, USA,Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center; New York, NY 10065, USA,Corresponding Author: David R. Jones, MD, Professor & Chief, Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, Box 7, New York, NY 10065 USA Phone: 212-639-6428; Fax: 232-639-6686;
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9
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[Pattern of Recurrence and Metastasis after Radical Resection of
Non-small Cell Lung Cancer]. ZHONGGUO FEI AI ZA ZHI = CHINESE JOURNAL OF LUNG CANCER 2022; 25:26-33. [PMID: 35078282 PMCID: PMC8796126 DOI: 10.3779/j.issn.1009-3419.2021.102.50] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
The rate of recurrence and metastasis of non-small cell lung cancer after radical resection is still very high. The risk factors for recurrence and metastasis have been extensively studied, but the dynamic pattern of postoperative recurrence hazard over time is relatively lacking. The dynamic recurrence hazard rate curve is applied to describe the rate of recurrence at any point time among the "at-risk" patients. In this article, by reviewing the previous literature, the characteristics of the dynamic recurrence and metastasis pattern after radical resection of non-small cell lung cancer and the clinical factors affecting the recurrence and metastasis pattern are summarized, in order to screen out specific populations with high recurrence risk and give them personalized follow-up strategy and diagnosis and treatment.
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10
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Aggarwal C, Bubendorf L, Cooper WA, Illei P, Borralho Nunes P, Ong BH, Tsao MS, Yatabe Y, Kerr KM. Molecular testing in stage I-III non-small cell lung cancer: Approaches and challenges. Lung Cancer 2021; 162:42-53. [PMID: 34739853 DOI: 10.1016/j.lungcan.2021.09.003] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 09/02/2021] [Accepted: 09/08/2021] [Indexed: 02/08/2023]
Abstract
Precision medicine in non-small cell lung cancer (NSCLC) is a rapidly evolving area, with the development of targeted therapies for advanced disease and concomitant molecular testing to inform clinical decision-making. In contrast, routine molecular testing in stage I-III disease has not been required, where standard of care comprises surgery with or without adjuvant or neoadjuvant chemotherapy, or concurrent chemoradiotherapy for unresectable stage III disease, without the integration of targeted therapy. However, the phase 3 ADAURA trial has recently shown that the epidermal growth factor receptor (EGFR) tyrosine kinase inhibitor (TKI), osimertinib, reduces the risk of disease recurrence by 80% versus placebo in the adjuvant setting for patients with stage IB-IIIA EGFR mutation-positive NSCLC following complete tumor resection with or without adjuvant chemotherapy, according to physician and patient choice. Treatment with adjuvant osimertinib requires selection of patients based on the presence of an EGFR-TKI sensitizing mutation. Other targeted agents are currently being evaluated in the adjuvant and neoadjuvant settings. Approval of at least some of these other agents is highly likely in the coming years, bringing with it in parallel, a requirement for comprehensive molecular testing for stage I-III disease. In this review, we consider the implications of integrating molecular testing into practice when managing patients with stage I-III non-squamous NSCLC. We discuss best practices, approaches and challenges from pathology, surgical and oncology perspectives.
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Affiliation(s)
- Charu Aggarwal
- Abramson Cancer Center and Division of Hematology/Oncology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - Lukas Bubendorf
- Institute of Medical Genetics and Pathology, University Hospital Basel, University of Basel, Switzerland
| | - Wendy A Cooper
- Department of Tissue Pathology and Diagnostic Oncology, Royal Prince Alfred Hospital and NSW Health Pathology, Sydney, NSW, Australia; The University of Sydney, Sydney, NSW, Australia; Western Sydney University, Campbelltown, NSW, Australia
| | - Peter Illei
- Department of Pathology and Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Paula Borralho Nunes
- Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal; Hospital CUF Descobertas, Lisbon, Portugal
| | - Boon-Hean Ong
- Department of Cardiothoracic Surgery, National Heart Centre Singapore, Singapore
| | - Ming-Sound Tsao
- Department of Pathology, University Health Network, Princess Margaret Cancer Centre, Toronto, Canada
| | - Yasushi Yatabe
- Department of Diagnostic Pathology, National Cancer Center, Tokyo, Japan
| | - Keith M Kerr
- Department of Pathology, Aberdeen University, Medical School and Aberdeen Royal Infirmary, Foresterhill, Aberdeen, UK.
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11
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Li Q, Ma L, Qiu B, Wen Y, Liang W, Hu W, Chen N, Zhang T, Xu S, Chen L, Guo M, Zhao Y, Liu S, Guo J, Wang J, Wang S, Wang X, Pang Q, Long H, Liu H. Benefit from Adjuvant TKIs Versus TKIs Plus Chemotherapy in EGFR-Mutant Stage III-pN2 Lung Adenocarcinoma. ACTA ACUST UNITED AC 2021; 28:1424-1436. [PMID: 33916930 PMCID: PMC8167779 DOI: 10.3390/curroncol28020135] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Revised: 11/04/2020] [Accepted: 11/04/2020] [Indexed: 11/16/2022]
Abstract
BACKGROUND Recent studies have demonstrated benefits from adjuvant tyrosine-kinase inhibitors (TKIs) compared with chemotherapy in non-small cell lung cancer. We launched a multi-center retrospective study to evaluate the efficacy and toxicity of adjuvant TKIs with or without chemotherapy in epidermal growth factor receptor (EGFR)-mutant stage III-pN2 lung adenocarcinoma. METHODS Two hundred and seventy-four consecutive cases with stage III-pN2 lung adenocarcinoma and complete resection have been investigated. Clinic-pathologic characteristics, adjuvant treatments, long-term survivals, and toxicities were documented. Risk factors of distant metastasis-free survival (DMFS), disease-free survival (DFS), and overall survival (OS) were evaluated. RESULTS There were 52 (19.0%) patients treated with adjuvant TKIs alone, 199 (72.6%) with adjuvant chemotherapy alone, and 23 (8.4%) with both. After a median follow-up time of 29 months, the two-year DMFS, DFS, and OS was 61.2%, 54.1%, and 91.2%, respectively. According to univariable analyses, the risk factors were lymphovascular invasion (p < 0.001), extranodal extension (p = 0.005), and adjuvant systemic therapy (p = 0.006) for DMFS, EGFR mutation type (p = 0.025), lymphovascular invasion (p = 0.013), extranodal extension (p = 0.004), and adjuvant systemic therapy (p < 0.001) for DFS, and EGFR mutation type (p < 0.001) for OS. Multivariable analyses indicated that the independent prognostic factors were adjuvant systemic therapy (TKIs vs. TKIs+chemotherapy, Harzard ratio (HR) = 0.40; p = 0.036; TKIs vs. chemotherapy, HR = 0.38; p = 0.004), lymphovascular invasion (yes vs. no, HR = 2.22; p = 0.001) for DMFS, and adjuvant systemic therapy (TKIs vs. TKIs+chemotherapy, HR = 0.42; p = 0.034; TKIs vs. chemotherapy, HR = 0.33; p < 0.001) for DFS. No significant difference was found in the incidence of Grade 3-4 toxicities between groups (p = 0.445). CONCLUSIONS Adjuvant TKIs might be a beneficial choice compared with adjuvant chemotherapy or combination systemic treatments.
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Affiliation(s)
- Qiwen Li
- State Key Laboratory of Oncology in South China, Department of Radiation Oncology, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou 510060, China; (Q.L.); (B.Q.); (Y.W.); (N.C.); (J.G.)
| | - Li Ma
- Department of Radiation Oncology, National Cancer Center, Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen 518116, China;
| | - Bo Qiu
- State Key Laboratory of Oncology in South China, Department of Radiation Oncology, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou 510060, China; (Q.L.); (B.Q.); (Y.W.); (N.C.); (J.G.)
| | - Yuzhi Wen
- State Key Laboratory of Oncology in South China, Department of Radiation Oncology, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou 510060, China; (Q.L.); (B.Q.); (Y.W.); (N.C.); (J.G.)
| | - Wenhua Liang
- State Key Laboratory of Respiratory Disease, Department of Thoracic Surgery and Oncology, The First Affiliated Hospital of Guangzhou Medical University, National Clinical Research Center of Respiratory Disease, Guangzhou 510060, China; (W.L.); (M.G.); (Y.Z.)
| | - Wanming Hu
- State Key Laboratory of Oncology in South China, Department of Pathology, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou 510060, China; (W.H.); (S.L.)
| | - Naibin Chen
- State Key Laboratory of Oncology in South China, Department of Radiation Oncology, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou 510060, China; (Q.L.); (B.Q.); (Y.W.); (N.C.); (J.G.)
| | - Tian Zhang
- Department of Radiation Oncology, Tianjin Medical University Cancer Institute and Hospital, Tianjin 300060, China; (T.Z.); (Q.P.)
| | - Shuangbing Xu
- Union Hospital Cancer Center, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, China; (S.X.); (L.C.)
| | - Lingjuan Chen
- Union Hospital Cancer Center, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430000, China; (S.X.); (L.C.)
| | - Minzhang Guo
- State Key Laboratory of Respiratory Disease, Department of Thoracic Surgery and Oncology, The First Affiliated Hospital of Guangzhou Medical University, National Clinical Research Center of Respiratory Disease, Guangzhou 510060, China; (W.L.); (M.G.); (Y.Z.)
| | - Yi Zhao
- State Key Laboratory of Respiratory Disease, Department of Thoracic Surgery and Oncology, The First Affiliated Hospital of Guangzhou Medical University, National Clinical Research Center of Respiratory Disease, Guangzhou 510060, China; (W.L.); (M.G.); (Y.Z.)
| | - Songran Liu
- State Key Laboratory of Oncology in South China, Department of Pathology, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou 510060, China; (W.H.); (S.L.)
| | - Jinyu Guo
- State Key Laboratory of Oncology in South China, Department of Radiation Oncology, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou 510060, China; (Q.L.); (B.Q.); (Y.W.); (N.C.); (J.G.)
| | - Junye Wang
- State Key Laboratory of Oncology in South China, Department of Thoracic Surgery, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou 510060, China; (J.W.); (S.W.); (X.W.); (H.L.)
| | - Siyu Wang
- State Key Laboratory of Oncology in South China, Department of Thoracic Surgery, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou 510060, China; (J.W.); (S.W.); (X.W.); (H.L.)
| | - Xin Wang
- State Key Laboratory of Oncology in South China, Department of Thoracic Surgery, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou 510060, China; (J.W.); (S.W.); (X.W.); (H.L.)
| | - Qingsong Pang
- Department of Radiation Oncology, Tianjin Medical University Cancer Institute and Hospital, Tianjin 300060, China; (T.Z.); (Q.P.)
| | - Hao Long
- State Key Laboratory of Oncology in South China, Department of Thoracic Surgery, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou 510060, China; (J.W.); (S.W.); (X.W.); (H.L.)
| | - Hui Liu
- State Key Laboratory of Oncology in South China, Department of Radiation Oncology, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou 510060, China; (Q.L.); (B.Q.); (Y.W.); (N.C.); (J.G.)
- Correspondence: ; Tel.: +86-20-87343031; Fax: +86-20-87343492
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12
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Jones GD, Brandt WS, Shen R, Sanchez-Vega F, Tan KS, Martin A, Zhou J, Berger M, Solit DB, Schultz N, Rizvi H, Liu Y, Adamski A, Chaft JE, Riely GJ, Rocco G, Bott MJ, Molena D, Ladanyi M, Travis WD, Rekhtman N, Park BJ, Adusumilli PS, Lyden D, Imielinski M, Mayo MW, Li BT, Jones DR. A Genomic-Pathologic Annotated Risk Model to Predict Recurrence in Early-Stage Lung Adenocarcinoma. JAMA Surg 2021; 156:e205601. [PMID: 33355651 DOI: 10.1001/jamasurg.2020.5601] [Citation(s) in RCA: 47] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
Importance Recommendations for adjuvant therapy after surgical resection of lung adenocarcinoma (LUAD) are based solely on TNM classification but are agnostic to genomic and high-risk clinicopathologic factors. Creation of a prediction model that integrates tumor genomic and clinicopathologic factors may better identify patients at risk for recurrence. Objective To identify tumor genomic factors independently associated with recurrence, even in the presence of aggressive, high-risk clinicopathologic variables, in patients with completely resected stages I to III LUAD, and to develop a computational machine-learning prediction model (PRecur) to determine whether the integration of genomic and clinicopathologic features could better predict risk of recurrence, compared with the TNM system. Design, Setting, and Participants This prospective cohort study included 426 patients treated from January 1, 2008, to December 31, 2017, at a single large cancer center and selected in consecutive samples. Eligibility criteria included complete surgical resection of stages I to III LUAD, broad-panel next-generation sequencing data with matched clinicopathologic data, and no neoadjuvant therapy. External validation of the PRecur prediction model was performed using The Cancer Genome Atlas (TCGA). Data were analyzed from 2014 to 2018. Main Outcomes and Measures The study end point consisted of relapse-free survival (RFS), estimated using the Kaplan-Meier approach. Associations among clinicopathologic factors, genomic alterations, and RFS were established using Cox proportional hazards regression. The PRecur prediction model integrated genomic and clinicopathologic factors using gradient-boosting survival regression for risk group generation and prediction of RFS. A concordance probability estimate (CPE) was used to assess the predictive ability of the PRecur model. Results Of the 426 patients included in the analysis (286 women [67%]; median age at surgery, 69 [interquartile range, 62-75] years), 318 (75%) had stage I cancer. Association analysis showed that alterations in SMARCA4 (clinicopathologic-adjusted hazard ratio [HR], 2.44; 95% CI, 1.03-5.77; P = .042) and TP53 (clinicopathologic-adjusted HR, 1.73; 95% CI, 1.09-2.73; P = .02) and the fraction of genome altered (clinicopathologic-adjusted HR, 1.03; 95% CI, 1.10-1.04; P = .005) were independently associated with RFS. The PRecur prediction model outperformed the TNM-based model (CPE, 0.73 vs 0.61; difference, 0.12 [95% CI, 0.05-0.19]; P < .001) for prediction of RFS. To validate the prediction model, PRecur was applied to the TCGA LUAD data set (n = 360), and a clear separation of risk groups was noted (log-rank statistic, 7.5; P = .02), confirming external validation. Conclusions and Relevance The findings suggest that integration of tumor genomics and clinicopathologic features improves risk stratification and prediction of recurrence after surgical resection of early-stage LUAD. Improved identification of patients at risk for recurrence could enrich and enhance accrual to adjuvant therapy clinical trials.
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Affiliation(s)
- Gregory D Jones
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Whitney S Brandt
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Ronglai Shen
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York.,Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Francisco Sanchez-Vega
- Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Kay See Tan
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Axel Martin
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Jian Zhou
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Michael Berger
- Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - David B Solit
- Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Nikolaus Schultz
- Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Hira Rizvi
- Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York.,Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Yuan Liu
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York.,Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Ariana Adamski
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Jamie E Chaft
- Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York.,Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.,Weill Cornell Medicine, New York, New York
| | - Gregory J Riely
- Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York.,Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.,Weill Cornell Medicine, New York, New York
| | - Gaetano Rocco
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York.,Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Matthew J Bott
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York.,Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Daniela Molena
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York.,Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Marc Ladanyi
- Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York.,Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - William D Travis
- Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York.,Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Natasha Rekhtman
- Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York.,Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Bernard J Park
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York.,Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Prasad S Adusumilli
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York.,Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
| | - David Lyden
- Department of Pediatrics, Meyer Cancer Center, Weill Cornell Medicine, New York, New York
| | - Marcin Imielinski
- Department of Pathology, Weill Cornell Medicine, New York Genome Center, New York
| | - Marty W Mayo
- Department of Biochemistry and Molecular Genetics, University of Virginia, Charlottesville
| | - Bob T Li
- Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York.,Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.,Weill Cornell Medicine, New York, New York
| | - David R Jones
- Thoracic Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York.,Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
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13
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Jones DR, Wu YL, Tsuboi M, Herbst RS. Targeted therapies for resectable lung adenocarcinoma: ADAURA opens for thoracic oncologic surgeons. J Thorac Cardiovasc Surg 2021; 162:288-292. [PMID: 33691940 DOI: 10.1016/j.jtcvs.2021.02.008] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 01/29/2021] [Accepted: 02/02/2021] [Indexed: 12/09/2022]
Affiliation(s)
- David R Jones
- Thoracic Service, Department of Surgery, and Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, NY.
| | - Yi-Long Wu
- Guangdong Lung Cancer Institute, Guangdong Provincial People's Hospital, Guangdong, China
| | | | - Roy S Herbst
- Yale School of Medicine and Yale Cancer Center, New Haven, Conn
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14
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Divisi D, De Vico A, Zaccagna G, Crisci R. Lobectomy versus sublobar resection in patients with non-small cell lung cancer: a systematic review. J Thorac Dis 2020; 12:3357-3362. [PMID: 32642260 PMCID: PMC7330740 DOI: 10.21037/jtd.2020.02.54] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Surgery is the gold standard treatment of lung cancer. The minimally invasive technique does not only concern access to the chest but also the limits of parenchymal resection. The study debates on the safety and oncological adequacy of sublobar resections in bronchogenic carcinoma patients. A systematic analysis of the data in the literature was carried out, comparing the outcomes of patients with resectable non-small lung cancer (NSCLC) who underwent lobectomy or sublobar resection. These last interventions include both segmentectomies and wedge resections taking into consideration the following parameters: complications, relapse rate and overall survival. The complication rate is higher in patients underwent lobectomy compared to sublobar resection, especially in presence of high comorbidity index or octogenarian patients (overall values respectively between 0 and 48% and 0 and 46.6%). Contrarily, the relapse rate (6.2% to 32% vs. 3.6% to 53.4%) and overall survival (50.2% to 93.8% vs. 38.6% to 100%) are more favorable in patients undergoing lobectomy. Sublobar resections are particularly indicated in elderly patients and in patients with high comorbidity index or reduced respiratory functional reserve. However, pulmonary lobectomy still remains the safest and oncologically correct method in patients with good performance status or higher risk of recurrence.
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Affiliation(s)
- Duilio Divisi
- Thoracic Surgery Unit, University of L'Aquila, "G. Mazzini" Hospital of Teramo, Teramo, Italy
| | - Andrea De Vico
- Thoracic Surgery Unit, University of L'Aquila, "G. Mazzini" Hospital of Teramo, Teramo, Italy
| | - Gino Zaccagna
- Thoracic Surgery Unit, University of L'Aquila, "G. Mazzini" Hospital of Teramo, Teramo, Italy
| | - Roberto Crisci
- Thoracic Surgery Unit, University of L'Aquila, "G. Mazzini" Hospital of Teramo, Teramo, Italy
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15
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Xi J, Du Y, Hu Z, Liang J, Bian Y, Chen Z, Sui Q, Zhan C, Li M, Guo W. Long-term outcomes following neoadjuvant or adjuvant chemoradiotherapy for stage I-IIIA non-small cell lung cancer: a propensity-matched analysis. J Thorac Dis 2020; 12:3043-3056. [PMID: 32642227 PMCID: PMC7330800 DOI: 10.21037/jtd-20-898] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Background This study aimed to evaluate the long-term survival outcomes of patients undergoing neoadjuvant chemoradiotherapy or adjuvant chemoradiotherapy for T1-4N0-1M0 disease. Methods Patients with pT1-4N0-1M0 between 2010 and 2015 who received pre- or postoperative (R0 resection) chemoradiotherapy were identified. The exclusion criteria included N2 or M1 disease, immunotherapy, and targeted therapy. The staging was recalculated according to the new 8th edition TNM classification. Survival and predictors were assessed using Kaplan-Meier and multivariate Cox proportional-hazards model. Propensity-score matching with a ratio of 2:1 was performed to reduce bias in various clinicopathological factors. Results Of the 1,769 patients who met the inclusion criteria, 407 and 814 were included in the neoadjuvant and adjuvant chemoradiotherapy group, respectively, after propensity-score matching. The 5-year overall survival (OS) and cancer-specific survival (CSS) were 38.1% and 40.0% for neoadjuvant chemoradiotherapy and 26.3% and 26.5% for adjuvant chemoradiotherapy, respectively [P<0.0001, hazard ratio (HR): 0.7418, 95% confidence interval (CI): 0.6434-0.8553; P<0.0001, HR: 0.7444, 95% CI: 0.6454-0.8587)]. When stratified by stage, stage IIA (P=0.4166, HR: 0.8575, 95% CI: 0.5917-1.243) and IIIA (P=0.0740, HR: 0.7687, 95% CI: 0.5748-1.028) did not show improved 5-year OS in patients receiving neoadjuvant chemoradiotherapy. When stratified by age, similar trends were observed for patients aged more than 75 years. The multivariable analysis showed a significant association of neoadjuvant chemoradiotherapy with better survival. Conclusions Neoadjuvant chemoradiotherapy might improve the long-term survival of patients with stage I-IIIA non-small cell lung cancer (NSCLC). For patients aged more than 75 years, neoadjuvant chemoradiotherapy was not associated with an improvement in survival.
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Affiliation(s)
- Junjie Xi
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yajing Du
- Center for Tumor Diagnosis and Therapy, Jinshan Hospital, Fudan University, Shanghai, China
| | - Zhengyang Hu
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jiaqi Liang
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Yunyi Bian
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Zhencong Chen
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Qihai Sui
- Eight-Year Program Clinical Medicine, Shanghai Medical College, Fudan University, Shanghai, China
| | - Cheng Zhan
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Ming Li
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Weigang Guo
- Department of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai, China
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16
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Ijsseldijk MA, Shoni M, Siegert C, Wiering B, van Engelenburg AKC, Tsai TC, Ten Broek RPG, Lebenthal A. Oncologic Outcomes of Surgery Versus SBRT for Non-Small-Cell Lung Carcinoma: A Systematic Review and Meta-analysis. Clin Lung Cancer 2020; 22:e235-e292. [PMID: 32912754 DOI: 10.1016/j.cllc.2020.04.017] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Revised: 04/21/2020] [Accepted: 04/25/2020] [Indexed: 02/06/2023]
Abstract
BACKGROUND The optimal treatment of stage I non-small-cell lung carcinoma is subject to debate. The aim of this study was to compare overall survival and oncologic outcomes of lobar resection (LR), sublobar resection (SR), and stereotactic body radiotherapy (SBRT). METHODS A systematic review and meta-analysis of oncologic outcomes of propensity matched comparative and noncomparative cohort studies was performed. Outcomes of interest were overall survival and disease-free survival. The inverse variance method and the random-effects method for meta-analysis were utilized to assess the pooled estimates. RESULTS A total of 100 studies with patients treated for clinical stage I non-small-cell lung carcinoma were included. Long-term overall and disease-free survival after LR was superior over SBRT in all comparisons, and for most comparisons, SR was superior to SBRT. Noncomparative studies showed superior long-term overall and disease-free survival for both LR and SR over SBRT. Although the papers were heterogeneous and of low quality, results remained essentially the same throughout a large number of stratifications and sensitivity analyses. CONCLUSION Results of this systematic review and meta-analysis showed that LR has superior outcomes compared to SBRT for cI non-small-cell lung carcinoma. New trials are underway evaluating long-term results of SBRT in potentially operable patients.
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Affiliation(s)
- Michiel A Ijsseldijk
- Division of Surgery, Slingeland Ziekenhuis, Doetinchem, The Netherlands; Division of Surgery, Radboud University Medical Center, Nijmegen, The Netherlands.
| | - Melina Shoni
- Division of Thoracic Surgery, Brigham and Women's Hospital, Boston, MA
| | - Charles Siegert
- Division of Thoracic Surgery, Brigham and Women's Hospital, Boston, MA; Division of Thoracic Surgery, West Roxbury Veterans Administration, West Roxbury, MA
| | - Bastiaan Wiering
- Division of Surgery, Slingeland Ziekenhuis, Doetinchem, The Netherlands
| | | | - Thomas C Tsai
- Division of Thoracic Surgery, Brigham and Women's Hospital, Boston, MA
| | - Richard P G Ten Broek
- Division of Surgery, Slingeland Ziekenhuis, Doetinchem, The Netherlands; Division of Surgery, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Abraham Lebenthal
- Division of Thoracic Surgery, Brigham and Women's Hospital, Boston, MA; Division of Thoracic Surgery, West Roxbury Veterans Administration, West Roxbury, MA; Harvard Medical School, Boston, MA
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17
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Beyond Margin Status: Population-Based Validation of the Proposed International Association for the Study of Lung Cancer Residual Tumor Classification Recategorization. J Thorac Oncol 2019; 15:371-382. [PMID: 31783180 DOI: 10.1016/j.jtho.2019.11.009] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2019] [Revised: 10/24/2019] [Accepted: 11/17/2019] [Indexed: 12/16/2022]
Abstract
INTRODUCTION The International Association for the Study of Lung Cancer's (IASLC's) proposal to recategorize the residual tumor (R) classification for resected NSCLC needs validation. METHODS Using a 2009 to 2019 population-based multi-institutional NSCLC resection cohort from the United States, we classified resections by Union for International Cancer Control (UICC) and IASLC R criteria and compared the distribution of R classification variables and their survival associations. RESULTS Of 3361 resections, 95.3% were R0, 4.3% were R1, and 0.4% were R2 by UICC criteria; 33.3% were R0, 60.8% were R-uncertain, and 5.8% were R1/2 by IASLC criteria; 2044 patients (63.8%) migrated from UICC R0 to IASLC R-uncertain. Median survival was not reached, 69 (95% confidence interval [CI]: 64-77), and 25 (95% CI: 18-36) months, respectively, for patients with IASLC R0, R-uncertain, and R1 or R2 resections. Failure to achieve nodal dissection criteria caused 98% of migration to R-uncertainty, metastasis to the highest mediastinal node station, 5.8%. Compared with R0, R-uncertain resections with mediastinal nodes, no mediastinal nodes, and no nodes had adjusted hazard ratios of 1.28 (95% CI: 1.10-1.48), 1.47 (95% CI: 1.24-1.74), and 1.74 (95% CI: 1.37-2.21), respectively, suggesting a dose-response relationship between nodal R-uncertainty and survival. Accounting for mediastinal nodal involvement, the highest mediastinal station involvement was not independently prognostic. The incomplete resection variables were uniformly prognostic. CONCLUSIONS The proposed R classification recategorization variables were mostly prognostic, except the highest mediastinal nodal station involvement. Further categorization of R-uncertainty by severity of nodal quality deficit should be considered.
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18
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Zhou J, Sanchez-Vega F, Caso R, Tan KS, Brandt WS, Jones GD, Yan S, Adusumilli PS, Bott M, Huang J, Isbell JM, Sihag S, Molena D, Rusch VW, Chatila WK, Rekhtman N, Yang F, Ladanyi M, Solit DB, Berger MF, Schultz N, Jones DR. Analysis of Tumor Genomic Pathway Alterations Using Broad-Panel Next-Generation Sequencing in Surgically Resected Lung Adenocarcinoma. Clin Cancer Res 2019; 25:7475-7484. [PMID: 31455678 DOI: 10.1158/1078-0432.ccr-19-1651] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2019] [Revised: 07/22/2019] [Accepted: 08/23/2019] [Indexed: 12/16/2022]
Abstract
PURPOSE The majority of broad-panel tumor genomic profiling has used a gene-centric approach, although much of that data is unused in clinical decision making. We hypothesized that a pathway-centric approach using next-generation sequencing (NGS), combined with conventional clinicopathologic features, may better predict disease-free survival (DFS) in early stage lung adenocarcinoma. EXPERIMENTAL DESIGN Utilizing our prospectively maintained database, we analyzed 492 patients with primary, untreated, completely surgically resected lung adenocarcinoma. Ten canonical pathways were analyzed using broad-panel NGS. The correlations of DFS and number (and type) of pathway (NPA) were analyzed using the Kaplan-Meier method and log-rank test. Associations between altered pathways and clinicopathologic variables, as well as identification of actionable therapeutic strategies were explored. RESULTS Median NPA for the cohort was two (range, 0-5). Smoking status, solid morphologic appearance on preoperative CT, maximal standardized uptake value, pathologic tumor size, aggressive histologic subtype, lymphovascular invasion, visceral pleural invasion, and positive lymph nodes were significantly associated with NPA (P < 0.05). Of 543 actionable genetic alterations identified, 455 (84%) were within the RTK/RAS pathway. A total of 86 tumors had actionable therapeutic genomic alterations in >1 pathway. On multivariable analysis, higher NPA was significantly associated with worse DFS (HR, 1.31; P = 0.014). CONCLUSIONS NPA and specific pathway alterations are associated with clinicopathologic features in patients with surgically resected lung adenocarcinoma. Cell cycle, Hippo, TGFβ, and p53 pathway alterations are associated with poor DFS. Finally, NPA is an independent risk factor for poor DFS in our cohort.See related commentary by Blakely, p. 7269.
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Affiliation(s)
- Jian Zhou
- Thoracic Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York.,Thoracic Department, Peking University People's Hospital, Beijing, China
| | - Francisco Sanchez-Vega
- Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York.,Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Raul Caso
- Thoracic Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Kay See Tan
- Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York.,Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Whitney S Brandt
- Thoracic Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Gregory D Jones
- Thoracic Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Shi Yan
- Thoracic Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Prasad S Adusumilli
- Thoracic Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York.,Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Matthew Bott
- Thoracic Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York.,Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
| | - James Huang
- Thoracic Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York.,Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
| | - James M Isbell
- Thoracic Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York.,Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Smita Sihag
- Thoracic Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York.,Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Daniela Molena
- Thoracic Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York.,Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Valerie W Rusch
- Thoracic Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York.,Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Walid K Chatila
- Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Natasha Rekhtman
- Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York.,Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Fan Yang
- Thoracic Department, Peking University People's Hospital, Beijing, China
| | - Marc Ladanyi
- Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - David B Solit
- Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Michael F Berger
- Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Nikolaus Schultz
- Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center, New York, New York
| | - David R Jones
- Thoracic Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York. .,Druckenmiller Center for Lung Cancer Research, Memorial Sloan Kettering Cancer Center, New York, New York
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Burt BM. A year at the forefront of general thoracic surgery. J Thorac Cardiovasc Surg 2019; 158:248-251. [PMID: 31064652 DOI: 10.1016/j.jtcvs.2019.04.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2019] [Revised: 03/28/2019] [Accepted: 04/03/2019] [Indexed: 10/27/2022]
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Loi M, Mazzella A, Mansuet-Lupo A, Bobbio A, Canny E, Magdeleinat P, Régnard JF, Damotte D, Trédaniel J, Alifano M. Synchronous Oligometastatic Lung Cancer Deserves a Dedicated Management. Ann Thorac Surg 2018; 107:1053-1059. [PMID: 30476480 DOI: 10.1016/j.athoracsur.2018.10.029] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2018] [Revised: 09/02/2018] [Accepted: 10/08/2018] [Indexed: 01/21/2023]
Abstract
BACKGROUND Oligometastatic stage IV non-small lung cancer (NSCLC) patients have a 5-year overall survival of 30% versus 4% to 6% in historical cohorts of stage IV NSCLC patients. We reviewed data and patterns of care of patients affected by oligometastatic NSCLC in our center between 2001 and 2017. METHODS We retrospectively reviewed clinical and pathological files of all patients with lung cancer and synchronous isolated adrenal or brain metastases, or both, treated by locally ablative treatments (surgery or radiotherapy, or both) of both primary cancer and distant metastasis. Statistical analysis was performed to assess the effect on overall survival of patient- and tumor-related characteristics and therapeutic approaches. Overall survival was assessed by the Kaplan-Meier method. Survival rates were compared by log-rank test. Significance was accepted at a level of p of less than 0.05. RESULTS Our department treated 51 patients affected by NSCLC and synchronous brain metastasis (n = 41), adrenal metastasis (n = 9), or both (n = 1). Median survival was 42 months (95% confidence interval, 22.3 to 63.7). Overall survival was 62% at 2 years and 34.4% at 5 years. A univariate and multivariate analysis the positive prognostic factors for survival was cessation of smoking (p = 0.006) and lymphovascular and perineural spreading in the tissues (p = 0.024). CONCLUSIONS In selected oligometastatic synchronous NSCLC patients, a multimodality approach encompassing radical treatment of the primary tumor and ablative treatment of concurrent metastases is recommended, with encouraging results. Smoking cessation is a part of the treatment sequence.
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Affiliation(s)
- Mauro Loi
- Department of Thoracic Surgery, Paris Center University Hospital, Assistance Publique-Hôpitaux de Paris, Paris Descartes University, Paris, France; Department of Radiotherapy, Hopital Tenon, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Antonio Mazzella
- Department of Thoracic Surgery, Paris Center University Hospital, Assistance Publique-Hôpitaux de Paris, Paris Descartes University, Paris, France
| | - Audrey Mansuet-Lupo
- Department of Pathology, Paris Center University Hospital, Assistance Publique-Hôpitaux de Paris, Paris Descartes University, Paris, France
| | - Antonio Bobbio
- Department of Thoracic Surgery, Paris Center University Hospital, Assistance Publique-Hôpitaux de Paris, Paris Descartes University, Paris, France
| | - Emelyne Canny
- Department of Thoracic Surgery, Paris Center University Hospital, Assistance Publique-Hôpitaux de Paris, Paris Descartes University, Paris, France
| | - Pierre Magdeleinat
- Department of Thoracic Surgery, Paris Center University Hospital, Assistance Publique-Hôpitaux de Paris, Paris Descartes University, Paris, France
| | - Jean-François Régnard
- Department of Thoracic Surgery, Paris Center University Hospital, Assistance Publique-Hôpitaux de Paris, Paris Descartes University, Paris, France
| | - Diane Damotte
- Department of Pathology, Paris Center University Hospital, Assistance Publique-Hôpitaux de Paris, Paris Descartes University, Paris, France
| | - Jean Trédaniel
- Thoracic Oncology Unit, St. Joseph Hospital, Paris Descartes University, Paris, France
| | - Marco Alifano
- Department of Thoracic Surgery, Paris Center University Hospital, Assistance Publique-Hôpitaux de Paris, Paris Descartes University, Paris, France.
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Hirji SA, D'Amico TA. Visiting an old foe: distant recurrence following R0 lobectomy for pathological N0 lung adenocarcinoma. J Thorac Dis 2018; 10:S3286-S3289. [PMID: 30370139 DOI: 10.21037/jtd.2018.08.116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Sameer A Hirji
- Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Thomas A D'Amico
- Department of Surgery, Duke University Medical Center, Durham, NC, USA
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Ilonen I, Jones DR. Initial extended resection or neoadjuvant therapy for T4 non-small cell lung cancer-What is the evidence? ACTA ACUST UNITED AC 2018; 2. [PMID: 30498811 DOI: 10.21037/shc.2018.09.08] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Locally advanced non-small cell lung cancer (NSCLC) tumors that invade surrounding structures within the chest (T4) are a heterogeneous group, and, as such, there are no straightforward guidelines for their management. Advances in imaging, invasive mediastinal staging, and neoadjuvant therapies have expanded the role of surgery with curative intent for this patient group and have also diminished the rate of explorative thoracotomies. Unlike for T4 superior sulcus tumors, the use of neoadjuvant therapy for central T4 tumors is not clearly defined. The most important determinants of a successful outcome after surgery are achieving an R0 resection and avoiding incidental pathologic N2 disease. Use of neoadjuvant therapy in this setting may yield better outcomes after surgery, as both of these variables can be altered if the tumor responds to neoadjuvant therapy. Moreover, response to induction therapy has been shown to have prognostic value.
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Affiliation(s)
- Ilkka Ilonen
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - David R Jones
- Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY, USA
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23
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Brandt WS, Yan W, Zhou J, Tan KS, Montecalvo J, Park BJ, Adusumilli PS, Huang J, Bott MJ, Rusch VW, Molena D, Travis WD, Kris MG, Chaft JE, Jones DR. Outcomes after neoadjuvant or adjuvant chemotherapy for cT2-4N0-1 non-small cell lung cancer: A propensity-matched analysis. J Thorac Cardiovasc Surg 2018; 157:743-753.e3. [PMID: 30415902 DOI: 10.1016/j.jtcvs.2018.09.098] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/04/2018] [Revised: 08/31/2018] [Accepted: 09/18/2018] [Indexed: 12/31/2022]
Abstract
OBJECTIVE Comparative survival between neoadjuvant chemotherapy and adjuvant chemotherapy for patients with cT2-4N0-1M0 non-small cell lung cancer has not been extensively studied. METHODS Patients with cT2-4N0-1M0 non-small cell lung cancer who received platinum-based chemotherapy were retrospectively identified. Exclusion criteria included stage IV disease, induction radiotherapy, and targeted therapy. The primary end point was disease-free survival. Secondary end points were overall survival, chemotherapy tolerance, and ability of Response Evaluation Criteria In Solid Tumors response to predict survival. Survival was estimated using the Kaplan-Meier method, compared using the log-rank test and Cox proportional hazards models, and stratified using matched pairs after propensity score matching. RESULTS In total, 330 patients met the inclusion criteria (n = 92/group after propensity-score matching; median follow-up, 42 months). Five-year disease-free survival was 49% (95% confidence interval, 39-61) for neoadjuvant chemotherapy versus 48% (95% confidence interval, 38-61) for adjuvant chemotherapy (P = .70). On multivariable analysis, disease-free survival was not associated with neoadjuvant chemotherapy or adjuvant chemotherapy (hazard ratio, 1.1; 95% confidence interval, 0.64-1.90; P = .737), nor was overall survival (hazard ratio, 1.21; 95% confidence interval, 0.63-2.30; P = .572). The neoadjuvant chemotherapy group was more likely to receive full doses and cycles of chemotherapy (P = .014/0.005) and had fewer grade 3 or greater toxicities (P = .001). Response Evaluation Criteria In Solid Tumors response to neoadjuvant chemotherapy was associated with disease-free survival (P = .035); 15% of patients receiving neoadjuvant chemotherapy (14/92) had a major pathologic response. CONCLUSIONS Timing of chemotherapy, before or after surgery, is not associated with an improvement in overall or disease-free survival among patients with cT2-4N0-1M0 non-small cell lung cancer who undergo complete surgical resection.
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Affiliation(s)
- Whitney S Brandt
- Thoracic Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Wanpu Yan
- Thoracic Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Jian Zhou
- Thoracic Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Kay See Tan
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Joseph Montecalvo
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Bernard J Park
- Thoracic Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Prasad S Adusumilli
- Thoracic Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - James Huang
- Thoracic Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Matthew J Bott
- Thoracic Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Valerie W Rusch
- Thoracic Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Daniela Molena
- Thoracic Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - William D Travis
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Mark G Kris
- Thoracic Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Jamie E Chaft
- Thoracic Oncology Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - David R Jones
- Thoracic Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY.
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Rearranging the deck chairs. J Thorac Cardiovasc Surg 2017; 155:1205. [PMID: 29100585 DOI: 10.1016/j.jtcvs.2017.10.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2017] [Accepted: 10/07/2017] [Indexed: 11/21/2022]
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