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1.
Lung Cancer ; 194: 107896, 2024 Jul 18.
Artigo em Inglês | MEDLINE | ID: mdl-39043076

RESUMO

OBJECTIVES: Predicting the prognosis of lung cancer is crucial for providing optimal medical care. However, a method to accurately predict the overall prognosis in patients with stage IV lung cancer, even with the use of machine learning, has not been established. Moreover, the inter-institutional generalizability of such algorithms remains unexplored. This study aimed to establish machine learning-based algorithms with inter-institutional generalizability to predict prognosis. MATERIALS AND METHODS: This multicenter, retrospective, hospital-based cohort study included consecutive patients with stage IV lung cancer who were randomly categorized into the training and independent test cohorts with a 2:1 ratio, respectively. The primary metric to assess algorithm performance was the area under the receiver operating characteristic curve in the independent test cohort. To assess the inter-institutional generalizability of the algorithms, we investigated their ability to predict patient outcomes in the remaining facility after being trained using data from 15 other facilities. RESULTS: Overall, 6,751 patients (median age, 70 years) were enrolled, and 1,515 (22 %) showed mutated epidermal growth factor receptor expression. The median overall survival was 16.6 (95 % confidence interval, 15.9-17.5) months. Algorithm performance metrics in the test cohort showed that the areas under the curves were 0.90 (95 % confidence interval, 0.88-0.91), 0.85 (0.84-0.87), 0.83 (0.81-0.85), and 0.85 (0.82-0.87) at 180, 360, 720, and 1,080 predicted survival days, respectively. The performance test of 16 algorithms for investigating inter-institutional generalizability showed median areas under the curves of 0.87 (range, 0.84-0.92), 0.84 (0.78-0.88), 0.84 (0.76-0.89), and 0.84 (0.75-0.90) at 180, 360, 720, and 1,080 days, respectively. CONCLUSION: This study developed machine learning algorithms that could accurately predict the prognosis in patients with stage IV lung cancer with high inter-institutional generalizability. This can enhance the accuracy of prognosis prediction and support informed and shared decision-making in clinical settings.

2.
Adv Ther ; 2024 Jul 12.
Artigo em Inglês | MEDLINE | ID: mdl-38995324

RESUMO

INTRODUCTION: Atezolizumab, carboplatin, and etoposide (ACE) therapy is a standard of care for extensive-disease small cell lung cancer (SCLC); however, its safety data are scarce, limiting generalization to the Japanese population. METHODS: This study aimed to compare the safety of ACE versus carboplatin and etoposide (CE) therapies in Japanese patients using the Diagnosis Procedure Combination (DPC) database by comparing the incidence of adverse events (AEs). Retrospective data on clinical background and AEs were extracted from the DPC database. Incidence rates and restricted mean survival times (RMSTs) up to 6 months were analyzed for 19 clinically important AEs. Covariates were adjusted using the inverse probability weighting method. RESULTS: A total of 330,774 patients were identified using the International Statistical Classification of Diseases and Related Health Problems 10th Revision codes, of whom 277 were included in the ACE cohort and 478 in the CE cohort. Among the 19 AEs, the incidence of skin disorder and thyroid dysfunction was significantly higher in the ACE cohort compared with the CE cohort. The adjusted incidence rate ratios were 2.38 (95% confidence interval [CI] 1.04-5.43) for skin disorder and 6.92 (95% CI 2.00-23.89) for thyroid dysfunction. The adjusted RMST differences were - 8.2 days (95% CI - 16.0 to - 0.4 days) for skin disorder and - 8.8 days (95% CI - 15.7 to - 1.9 days) for thyroid dysfunction. CONCLUSIONS: This study provides evidence regarding the safety of ACE combination therapy in Japanese clinical practice using the DPC database, with results comparable to those reported in pivotal clinical trials. TRIAL REGISTRATION: UMIN Clinical Trials Registry ID UMIN000041508.

3.
Target Oncol ; 2024 Jul 11.
Artigo em Inglês | MEDLINE | ID: mdl-38990462

RESUMO

BACKGROUND: Chemoimmunotherapy is a standard treatment for advanced non-small-cell lung cancer (NSCLC). However, data on clinical predictive factors remain scarce. OBJECTIVE: We aim to identify clinical biomarkers in patients undergoing chemoimmunotherapy. METHODS: This multicenter, real-world cohort study included chemonaive patients who underwent chemoimmunotherapy between December 2018 and May 2022. Multivariate analysis was used to determine associations between survival outcomes and patient background, including baseline neutrophil-to-lymphocyte ratio (NLR) and its dynamic change (ΔNLR). To further investigate the clinical significance of NLR, patients were classified based on their peripheral immune status, defined by a combination of NLR and ΔNLR. RESULTS: The study included 280 patients with 30.1 months of median follow-up. Multivariate analysis revealed that older individuals, poor performance status, tumor proportion score < 1%, liver metastasis, baseline NLR ≥ 5, and ΔNLR ≥ 0 independently correlated significantly with shorter progression-free and overall survival (OS). Patients with high peripheral immune status (defined as NLR <5 and ΔNLR < 0) significantly improved long-term survival (2-year OS rate of 58.3%), whereas those with low peripheral immune status (defined as NLR ≥ 5 and ΔNLR ≥ 0) had extremely poor outcomes (2-year OS rate of 5.6%). Safety profiles did not differ significantly in terms of severe adverse events and treatment-related death rates despite the patients' peripheral immune status (P = 0.46 and 0.63, respectively). CONCLUSIONS: Our study provides real-world evidence regarding clinical prognostic factors for the efficacy of chemoimmunotherapy. The combined assessment of baseline NLR and ΔNLR could facilitate the identification of patients who are likely to achieve a durable response from chemoimmunotherapy.

4.
J Clin Oncol ; : JCO2401001, 2024 Jun 10.
Artigo em Inglês | MEDLINE | ID: mdl-38857463

RESUMO

PURPOSE: Phase 3 studies of intravenous amivantamab demonstrated efficacy across EGFR-mutated advanced non-small cell lung cancer (NSCLC). A subcutaneous formulation could improve tolerability and reduce administration time while maintaining efficacy. PATIENTS AND METHODS: Patients with EGFR-mutated advanced NSCLC who progressed following osimertinib and platinum-based chemotherapy were randomized 1:1 to receive subcutaneous or intravenous amivantamab, both combined with lazertinib. Co-primary pharmacokinetic noninferiority endpoints were trough concentrations (Ctrough; on cycle-2-day-1 or cycle-4-day-1) and cycle-2 area under the curve (AUCD1-D15). Key secondary endpoints were objective response rate (ORR) and progression-free survival (PFS). Overall survival (OS) was a predefined exploratory endpoint. RESULTS: Overall, 418 patients underwent randomization (subcutaneous group, n=206; intravenous group, n=212). Geometric mean ratios of Ctrough for subcutaneous to intravenous amivantamab were 1.15 (90% CI, 1.04-1.26) at cycle-2-day-1 and 1.42 (90% CI, 1.27-1.61) at cycle-4-day-1; the cycle-2 AUCD1-D15 was 1.03 (90% CI, 0.98-1.09). ORR was 30% in the subcutaneous and 33% in the intravenous group; median PFS was 6.1 and 4.3 months, respectively. OS was significantly longer in the subcutaneous versus intravenous group (hazard ratio for death, 0.62; 95% CI, 0.42-0.92; nominal P=0.02). Fewer patients in the subcutaneous group experienced infusion-related reactions (13% versus 66%) and venous thromboembolism (9% versus 14%) versus the intravenous group. Median administration time for first infusion was reduced to 4.8 minutes (range, 0-18) for subcutaneous amivantamab from 5 hours (range, 0.2-9.9) for intravenous amivantamab. During cycle-1-day-1, 85% and 52% of patients in the subcutaneous and intravenous groups, respectively, considered treatment convenient; end-of-treatment rates were 85% and 35%, respectively. CONCLUSION: Subcutaneous amivantamab-lazertinib demonstrated noninferiority to intravenous amivantamab-lazertinib, offering a consistent safety profile with reduced infusion-related reactions, increased convenience, and prolonged survival.

5.
Cancer Med ; 13(12): e7430, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38924675

RESUMO

AIM: Atezolizumab and bevacizumab (Atezo/Bev) combination immunotherapy regimens and direct oral anticoagulants (DOACs) are both associated with bleeding. Therefore, combining Atezo/Bev regimens with DOACs may exacerbate the bleeding risk. This study investigated the feasibility of the Atezo/Bev regimen in patients taking DOACs. METHODS: This retrospective study included 141 patients with unresectable hepatocellular carcinoma (HCC) or advanced lung cancer (LC) treated with Atezo/Bev regimens. Patients who used antithrombotic agents other than DOACs were excluded. Bleeding events during the Atezo/Bev regimen were analyzed. RESULTS: The incidence rates of bleeding of any grade in the DOAC (n = 11) and no antithrombotic agent (NAA) (n = 130) groups were 9.1% and 10.8%, respectively, with no significant differences. Moreover, no significant difference was found in the frequency of bleeding of grade ≥3 between the DOAC and NAA groups. No patients in the DOAC group discontinued the Atezo/Bev regimen because of severe bleeding. Although serum albumin levels, with a hazard ratio (HR) of 0.298 (95% confidence interval [CI]: 0.105-0.847), independently contributed to bleeding events (p = 0.023), DOAC administration did not (HR: 1.357; 95% CI: 0.157-10.54; p = 0.770). Among only patients with HCC (n = 59), none of the five patients taking DOACs experienced bleeding events. A high albumin-bilirubin score (HR: 9.083, 95% CI: 1.118-73.76) was associated with bleeding events (p = 0.039). CONCLUSIONS: DOACs did not have a considerable effect on bleeding events in the Atezo/Bev regimens for HCC or LC. Under careful surveillance for bleeding, Atezo/Bev regimens may be feasible in patients receiving DOACs.


Assuntos
Anticorpos Monoclonais Humanizados , Bevacizumab , Carcinoma Hepatocelular , Estudos de Viabilidade , Hemorragia , Neoplasias Hepáticas , Neoplasias Pulmonares , Humanos , Carcinoma Hepatocelular/tratamento farmacológico , Masculino , Neoplasias Hepáticas/tratamento farmacológico , Feminino , Anticorpos Monoclonais Humanizados/administração & dosagem , Anticorpos Monoclonais Humanizados/efeitos adversos , Anticorpos Monoclonais Humanizados/uso terapêutico , Estudos Retrospectivos , Neoplasias Pulmonares/tratamento farmacológico , Idoso , Pessoa de Meia-Idade , Hemorragia/induzido quimicamente , Bevacizumab/administração & dosagem , Bevacizumab/efeitos adversos , Bevacizumab/uso terapêutico , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Anticoagulantes/administração & dosagem , Anticoagulantes/efeitos adversos , Anticoagulantes/uso terapêutico , Administração Oral , Idoso de 80 Anos ou mais
6.
Front Immunol ; 15: 1348034, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38464519

RESUMO

Introduction: The proportion of older patients diagnosed with advanced-stage non-small cell lung cancer (NSCLC) has been increasing. Immune checkpoint inhibitor (ICI) monotherapy (MONO) and combination therapy of ICI and chemotherapy (COMBO) are standard treatments for patients with NSCLC and programmed cell death ligand-1 (PD-L1) tumor proportion scores (TPS) ≥ 50%. However, evidence from the clinical trials specifically for older patients is limited. Thus, it is unclear which older patients benefit more from COMBO than MONO. Methods: We retrospectively analyzed 199 older NSCLC patients of Eastern Cooperative Oncology Group performance status (ECOG PS) 0-1 and PD-L1 TPS ≥ 50% who were treated with MONO or COMBO. We analyzed the association between treatment outcomes and baseline patient characteristics in each group, using propensity score matching. Results: Of the 199 patients, 131 received MONO, and 68 received COMBO. The median overall survival (OS; MONO: 25.2 vs. COMBO: 42.2 months, P = 0.116) and median progression-free survival (PFS; 10.9 vs. 11.8 months, P = 0.231) did not significantly differ between MONO and COMBO group. In the MONO group, OS was significantly shorter in patients without smoking history compared to those with smoking history [HR for smoking history against non-smoking history: 0.36 (95% CI: 0.16-0.78), P = 0.010]. In the COMBO group, OS was significantly shorter in patients with PS 1 than those with PS 0 [HR for PS 0 against PS 1: 3.84 (95% CI: 1.44-10.20), P = 0.007] and for patients with squamous cell carcinoma (SQ) compared to non-squamous cell carcinoma (non-SQ) [HR for SQ against non-SQ: 0.17 (95% CI: 0.06-0.44), P < 0.001]. For patients with ECOG PS 0 (OS: 26.1 months vs. not reached, P = 0.0031, PFS: 6.5 vs. 21.7 months, P = 0.0436) or non-SQ (OS: 23.8 months vs. not reached, P = 0.0038, PFS: 10.9 vs. 17.3 months, P = 0.0383), PFS and OS were significantly longer in the COMBO group. Conclusions: ECOG PS and histological type should be considered when choosing MONO or COMBO treatment in older patients with NSCLC and PD-L1 TPS ≥ 50%.


Assuntos
Carcinoma Pulmonar de Células não Pequenas , Neoplasias Pulmonares , Humanos , Idoso , Carcinoma Pulmonar de Células não Pequenas/patologia , Inibidores de Checkpoint Imunológico/uso terapêutico , Neoplasias Pulmonares/patologia , Antígeno B7-H1 , Prognóstico , Estudos Retrospectivos , Anticorpos Monoclonais Humanizados/uso terapêutico
7.
Thorac Cancer ; 15(11): 929-933, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38429896

RESUMO

We present a patient with lung adenocarcinoma showing high PD-L1 expression and BRAF V600E mutation, who achieved a remarkable long-term response to the combination therapy of dabrafenib and trametinib (DT treatment) after disease progression on immunotherapy. This case may provide an opportunity for clinicians to consider the order of administration of immunotherapy and molecular targeted therapy for BRAF V600E-positive lung cancer.


Assuntos
Adenocarcinoma de Pulmão , Imidazóis , Neoplasias Pulmonares , Oximas , Piridonas , Pirimidinonas , Humanos , Proteínas Proto-Oncogênicas B-raf/genética , Antígeno B7-H1/genética , Adenocarcinoma de Pulmão/tratamento farmacológico , Adenocarcinoma de Pulmão/genética , Neoplasias Pulmonares/tratamento farmacológico , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/patologia , Mutação
8.
Clin Lung Cancer ; 25(4): 389-394, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38413246

RESUMO

BACKGROUND: Thymic carcinoma is a rare cancer with an aggressive clinical presentation and no organotypic symptoms. Despite using platinum-based chemotherapy as first-line treatment, the prognosis remains poor, necessitating a novel therapeutic strategy. METHODS: The artemis trial is a Phase II, single-arm, multicenter study designed to evaluate the efficacy and safety of carboplatin, paclitaxel, lenvatinib, and pembrolizumab as first-line chemotherapy for patients with advanced or recurrent thymic carcinoma. A total of 35 patients will be enrolled in this study and will receive induction therapy every 3 weeks for up to 4 cycles, followed by pembrolizumab every 3 weeks, and daily lenvatinib as maintenance therapy for up to 31 cycles (for 2 years). Lenvatinib will be continued until disease progression or unacceptable toxicity based on the discretion of the attending physician. CONCLUSION: The primary endpoint of the study is the objective response rate, with secondary endpoints including progression-free survival, overall survival, duration of response, disease control rate, and safety profile. TRIAL REGISTRATION: ClinicalTrials.gov NCT05832827 Registered on April 27, 2023, https://classic. CLINICALTRIALS: gov/ct2/show/NCT05832827. Japan Registry of Clinical Trials (jRCT), jRCT2031230114. Registered on May 22, 2023, https://jrct.niph.go.jp/latest-detail/jRCT2031230114.


Assuntos
Anticorpos Monoclonais Humanizados , Protocolos de Quimioterapia Combinada Antineoplásica , Carboplatina , Recidiva Local de Neoplasia , Paclitaxel , Compostos de Fenilureia , Quinolinas , Humanos , Carboplatina/administração & dosagem , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Paclitaxel/administração & dosagem , Feminino , Masculino , Anticorpos Monoclonais Humanizados/administração & dosagem , Anticorpos Monoclonais Humanizados/uso terapêutico , Anticorpos Monoclonais Humanizados/efeitos adversos , Quinolinas/administração & dosagem , Quinolinas/uso terapêutico , Quinolinas/efeitos adversos , Recidiva Local de Neoplasia/tratamento farmacológico , Recidiva Local de Neoplasia/patologia , Pessoa de Meia-Idade , Adulto , Compostos de Fenilureia/administração & dosagem , Compostos de Fenilureia/uso terapêutico , Compostos de Fenilureia/efeitos adversos , Neoplasias do Timo/tratamento farmacológico , Neoplasias do Timo/patologia , Neoplasias do Timo/mortalidade , Idoso , Timoma/tratamento farmacológico , Timoma/patologia , Adulto Jovem , Prognóstico , Taxa de Sobrevida
9.
Cancer Sci ; 115(4): 1114-1128, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38332689

RESUMO

The direction and magnitude of immune responses are critically affected when dead cells are disposed of. Milk fat globule-epidermal growth factor-factor 8 (MFG-E8) promotes the engulfment of apoptotic normal and cancerous cells without inducing inflammation. We have previously reported that a certain proportion of the cancer cells express abundant MFG-E8, and that such expression is associated with the shorter survival of patients with esophageal cancer who had received chemotherapy before surgery. However, the influence of tumor-derived and systemically existing MFG-E8 on antitumor immune responses has not yet been fully investigated. Herein, we showed that CTL-dependent antitumor immune responses were observed in mice with no or decreased levels of systemic MFG-E8, and that such responses were enhanced further with the administration of anti-PD-1 antibody. In mice with decreased levels of systemic MFG-E8, the dominance of regulatory T cells in tumor-infiltrating lymphocytes was inverted to CD8+ T cell dominance. MFG-E8 expression by tumor cells appears to affect antitumor immune responses only when the level of systemic MFG-E8 is lower than the physiological status. We have also demonstrated in the clinical setting that lower levels of plasma MFG-E8, but not MFG-E8 expression in tumor cells, before the treatment was associated with objective responses to anti-PD-1 therapy in patients with non-small cell lung cancer. These results suggest that systemic MFG-E8 plays a critical role during the immunological initiation process of antigen-presenting cells to increase tumor-specific CTLs. Regulation of the systemic level of MFG-E8 might induce efficient antitumor immune responses and enhance the potency of anti-PD-1 therapy.


Assuntos
Carcinoma Pulmonar de Células não Pequenas , Neoplasias Esofágicas , Neoplasias Pulmonares , Animais , Humanos , Camundongos , Antígenos de Superfície/metabolismo , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Neoplasias Esofágicas/tratamento farmacológico , Inflamação/patologia , Neoplasias Pulmonares/tratamento farmacológico , Proteínas do Leite/metabolismo , Linfócitos T Citotóxicos/metabolismo
10.
Lung Cancer ; 189: 107498, 2024 03.
Artigo em Inglês | MEDLINE | ID: mdl-38324922

RESUMO

BACKGROUND: The Lung Cancer Compact PanelTM (compact panel) is a gene panel that can detect driver alterations with high sensitivity in liquid samples, including tumor cells. This study examined the ability of a compact panel to detect genetic mutations in liquid specimens used in clinical practice. METHODS: Three cohorts, bronchoscopic biopsy forceps washing (washing cohort), pleural effusion (pleural cohort), and spinal fluid (spinal cohort), were analyzed using the compact panel. Liquid samples were added into the GM (Genemetrics) tubes and analyzed. The washing cohort assessed the concordance rate of gene panel analysis outcomes in tissue specimens derived from the primary tumor. Meanwhile, the pleural cohort investigated the impact of storing specimens for 8 weeks and more on nucleic acid and mutation detection rates. RESULTS: In the washing cohort (n = 79), the concordance rate with mutations detected in tissues was 75/79 (94.9 %). This rate reached 100 % when focusing solely on driver alterations for treatment. The pleural cohort (n = 8) showed no deterioration in nucleic acid quality or quantity after 8 weeks of storage in GM tubes. Similarly, in the spinal cohort (n = 9), spinal fluid with malignant cells exhibited driver alterations similar to those in the primary tumor. These findings underscore the efficacy of the compact panel in accurately identifying genetic mutations in different liquid specimens. CONCLUSIONS: The compact panel is a reliable tool for detecting driver alterations in various cytological specimens. Its consistent performance across diverse sample types emphasizes its potential for guiding targeted therapies for patients with lung cancer and enhancing precision medicine approaches.


Assuntos
Neoplasias Pulmonares , Ácidos Nucleicos , Derrame Pleural , Humanos , Neoplasias Pulmonares/tratamento farmacológico , Biópsia , Mutação/genética , Ácidos Nucleicos/uso terapêutico
11.
Sci Rep ; 14(1): 3816, 2024 02 15.
Artigo em Inglês | MEDLINE | ID: mdl-38360906

RESUMO

Ramucirumab plus docetaxel (RD) can cause febrile neutropenia (FN), which frequently requires the prophylactic administration of pegfilgrastim. However, the effects of prophylactic pegfilgrastim on FN prevention, therapeutic efficacy, and prognosis after RD have not been fully evaluated in patients with advanced non-small-cell lung cancer (NSCLC). Two hundred and eighty-eight patients with advanced NSCLC who received RD as second-line therapy after platinum-based chemotherapy plus PD-1 blockade were included. Patients were divided into groups with and without prophylactic pegfilgrastim, and adverse events, efficacy, and prognosis were compared between both groups. Of the 288 patients, 247 received prophylactic pegfilgrastim and 41 did not. The frequency of grade 3/4 neutropenia was 62 patients (25.1%) in the pegfilgrastim group and 28 (68.3%) in the control group (p < 0.001). The frequency of FN was 25 patients (10.1%) in the pegfilgrastim group and 10 (24.4%) in the control group (p = 0.018). The objective response rate was 31.2% and 14.6% in the pegfilgrastim and control groups (p = 0.039), respectively. The disease control rate was 72.9% in the pegfilgrastim group and 51.2% in the control group (p = 0.009). Median progression free survival was 4.3 months in the pegfilgrastim group and 2.5 months in the control group (p = 0.002). The median overall survival was 12.8 and 8.1 months in the pegfilgrastim and control groups (p = 0.004), respectively. Prophylactic pegfilgrastim for RD reduced the frequency of grade 3/4 neutropenia and febrile neutropenia and did not appear to be detrimental to patient outcome RD.Clinical Trial Registration Number: UMIN000042333.


Assuntos
Carcinoma Pulmonar de Células não Pequenas , Neutropenia Febril , Filgrastim , Leucopenia , Neoplasias Pulmonares , Humanos , Carcinoma Pulmonar de Células não Pequenas/etiologia , Ramucirumab , Docetaxel , Neoplasias Pulmonares/etiologia , Polietilenoglicóis/uso terapêutico , Leucopenia/induzido quimicamente , Neutropenia Febril/induzido quimicamente , Neutropenia Febril/prevenção & controle , Neutropenia Febril/tratamento farmacológico , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Fator Estimulador de Colônias de Granulócitos/uso terapêutico
12.
J Immunother Cancer ; 12(2)2024 Feb 15.
Artigo em Inglês | MEDLINE | ID: mdl-38360040

RESUMO

BACKGROUND: In small-cell lung cancer (SCLC), the tumor immune microenvironment (TIME) could be a promising biomarker for immunotherapy, but objectively evaluating TIME remains challenging. Hence, we aimed to develop a predictive biomarker of immunotherapy efficacy through a machine learning analysis of the TIME. METHODS: We conducted a biomarker analysis in a prospective study of patients with extensive-stage SCLC who received chemoimmunotherapy as the first-line treatment. We trained a model to predict 1-year progression-free survival (PFS) using pathological images (H&E, programmed cell death-ligand 1 (PD-L1), and double immunohistochemical assay (cluster of differentiation 8 (CD8) and forkhead box P3 (FoxP3)) and patient information. The primary outcome was the mean area under the curve (AUC) of machine learning models in predicting the 1-year PFS. RESULTS: We analyzed 100,544 patches of pathological images from 78 patients. The mean AUC values of patient information, pathological image, and combined models were 0.789 (range 0.571-0.982), 0.782 (range 0.750-0.911), and 0.868 (range 0.786-0.929), respectively. The PFS was longer in the high efficacy group than in the low efficacy group in all three models (patient information model, HR 0.468, 95% CI 0.287 to 0.762; pathological image model, HR 0.334, 95% CI 0.117 to 0.628; combined model, HR 0.353, 95% CI 0.195 to 0.637). The machine learning analysis of the TIME had better accuracy than the human count evaluations (AUC of human count, CD8-positive lymphocyte: 0.681, FoxP3-positive lymphocytes: 0.626, PD-L1 score: 0.567). CONCLUSIONS: The spatial analysis of the TIME using machine learning predicted the immunotherapy efficacy in patients with SCLC, thus supporting its role as an immunotherapy biomarker.


Assuntos
Carcinoma Pulmonar de Células não Pequenas , Neoplasias Pulmonares , Carcinoma de Pequenas Células do Pulmão , Humanos , Neoplasias Pulmonares/tratamento farmacológico , Carcinoma Pulmonar de Células não Pequenas/patologia , Intervalo Livre de Progressão , Antígeno B7-H1 , Estudos Prospectivos , Carcinoma de Pequenas Células do Pulmão/terapia , Biomarcadores Tumorais/análise , Imunoterapia/métodos , Aprendizado de Máquina , Fatores de Transcrição Forkhead , Microambiente Tumoral
13.
Cancer Res Commun ; 4(1): 226-235, 2024 01 29.
Artigo em Inglês | MEDLINE | ID: mdl-38181055

RESUMO

PURPOSE: E7389-LF is a liposomal formulation of eribulin that contributes to tumor vascular remodeling. The phase II part of this phase Ib/II study assessed the efficacy/safety of E7389-LF in combination with nivolumab in several disease cohorts; herein, we report results from the small cell lung cancer (SCLC) cohort. EXPERIMENTAL DESIGN: Patients with unresectable/measurable SCLC and disease progression with first-line platinum-based chemotherapy with/without an immune checkpoint inhibitor (ICI) were enrolled to receive E7389-LF 2.1 mg/m2 plus nivolumab 360 mg intravenously every 3 weeks. The primary objective of this part was to assess the objective response rate (ORR). Secondary objectives included assessments of safety and progression-free survival (PFS); exploratory assessments included overall survival (OS) and biomarkers. RESULTS: Thirty-four patients were enrolled. By the data cut-off date (May 31, 2022), 29 (85.3%) had discontinued. Efficacy/biomarker analyses included 33 patients (1 had their diagnosis changed postenrollment); the ORR of E7389-LF plus nivolumab was 24.2% [95% confidence interval (CI): 11.1-42.3], the median PFS was 3.98 months (95% CI: 2.63-4.40), and, at a median follow-up of 10.6 months, the median OS was not reached (95% CI: not estimable). Notably, 27 of 33 patients (81.8%) had received an ICI as their prior first-line therapy. Treatment-related, treatment-emergent adverse events occurred in 97.1% (any grade) and 82.4% (grade ≥3) of enrolled patients; the most common event was neutropenia. Changes in vascular and immune-related plasma markers were observed. CONCLUSIONS: E7389-LF 2.1 mg/m2 in combination with nivolumab 360 mg every 3 weeks showed notable antitumor activity as second-line therapy for SCLC; no new safety signals were observed compared with either agent as monotherapy. SIGNIFICANCE: This phase II part of a phase Ib/II study assessed liposomal eribulin (E7389-LF) plus nivolumab in 34 patients with pretreated SCLC; 8 of 33 evaluable patients (including 6/27 pretreated with ICIs) had objective responses. The combination was tolerable; increases in vasculature-related biomarkers tended to correlate with responses.


Assuntos
Furanos , Cetonas , Neoplasias Pulmonares , Policetídeos de Poliéter , Carcinoma de Pequenas Células do Pulmão , Alcaloides de Vinca , Humanos , Nivolumabe/efeitos adversos , Carcinoma de Pequenas Células do Pulmão/tratamento farmacológico , Neoplasias Pulmonares/tratamento farmacológico , Alcaloides de Vinca/uso terapêutico , Biomarcadores
14.
Cancer Immunol Immunother ; 73(1): 4, 2024 Jan 04.
Artigo em Inglês | MEDLINE | ID: mdl-38175294

RESUMO

INTRODUCTION: Nivolumab plus ipilimumab with chemotherapy (NICT) and pembrolizumab with chemotherapy (PCT) are commonly used in patients with advanced non-small cell lung cancer (NSCLC). Compared with immune checkpoint inhibitor (ICI) monotherapy, ICI combination therapy can increase immune-related toxicity instead of prolonging survival. This study aimed to compare the efficacy and safety of NICT and PCT to decide on the favorable treatment. METHODS: We conducted a multi-center retrospective cohort study on patients who underwent NICT or PCT between December 2018 and May 2022. Propensity score matching (PSM) was performed with the variables age, sex, smoking status, performance status, stage, histology, and programmed cell death ligand-1 (PD-L1). The Kaplan-Meier method was used to compare survival for the matched patients. RESULTS: Six hundred consecutive patients were included. After PSM, 81 and 162 patients were enrolled in the NICT and PCT groups, respectively. The baseline characteristics were well-balanced. The median progression-free survival was equivalent (11.6 vs. 7.4 months; P = 0.582); however, the median overall survival (OS) was significantly longer in the NICT group than in the PCT group (26.0 vs. 16.8 months; P = 0.005). Furthermore, OS was better in PD-L1-negative patients who underwent NICT than in those who underwent PCT (26.0 vs. 16.8 months; P = 0.045). Safety profiles did not differ significantly in terms of severe adverse event and treatment-related death rates (P = 0.560, and 0.722, respectively). CONCLUSIONS: Real-world data suggests that NICT could be a favorable treatment option compared with PCT for patients with advanced NSCLC. Further follow-up is needed to determine the long-term prognostic benefit.


Assuntos
Carcinoma Pulmonar de Células não Pequenas , Neoplasias Pulmonares , Humanos , Nivolumabe/uso terapêutico , Ipilimumab/uso terapêutico , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Estudos Retrospectivos , Antígeno B7-H1 , Neoplasias Pulmonares/tratamento farmacológico , Platina
16.
BMC Pulm Med ; 23(1): 484, 2023 Dec 01.
Artigo em Inglês | MEDLINE | ID: mdl-38041137

RESUMO

BACKGROUND: It is essential to collect a sufficient amount of tumor tissue for successful next-generation sequencing (NGS) analysis. In this study, we investigated the clinical risk factors for avoiding re-biopsy for NGS analysis (re-genome biopsy) in cases where a sufficient amount of tumor tissue could not be collected by bronchoscopy. METHODS: We investigated the association between clinical factors and the risk of re-genome biopsy in patients who underwent transbronchial biopsy (TBB) or endobronchial ultrasound-guided transbronchial needle aspiration (EBUS-TBNA) and required re-genome biopsy in cases enrolled in LC-SCRUM Asia, a prospective nationwide genome screening project in Japan. We also examined whether the frequency of re-genome biopsy decreased between the first and second halves of the enrolment period. RESULTS: Of the 572 eligible patients, 236 underwent TBB, and 134 underwent EBUS-TBNA. Twenty-four TBBs required re-genome biopsy, and multivariate analysis showed that the risk of re-genome biopsy was significantly increased in lesions where the tumor lesion was centrally located. In these cases, EBUS-TBNA should be utilized even if the lesion is a pulmonary lesion. However, it should be noted that even with EBUS-TBNA, lung field lesions are at a higher risk of re-canalization than mediastinal lymph node lesions. It was also found that even when tumor cells were detected in rapid on-site evaluation, a sufficient amount of tumor tissue was not always collected. CONCLUSIONS: For centrally located pulmonary mass lesions, EBUS-TBNA, rather than TBB, can be used to obtain tumor tissues that can be analyzed by NGS.


Assuntos
Neoplasias Pulmonares , Humanos , Neoplasias Pulmonares/patologia , Estudos Retrospectivos , Estudos Prospectivos , Pulmão/patologia , Broncoscopia , Aspiração por Agulha Fina Guiada por Ultrassom Endoscópico , Sensibilidade e Especificidade
17.
Lung Cancer ; 186: 107426, 2023 12.
Artigo em Inglês | MEDLINE | ID: mdl-37992594

RESUMO

OBJECTIVES: Osimertinib is the primary treatment for patients with epidermal growth factor receptor (EGFR) mutation-positive advanced non-small cell lung cancer. However, evidence of the outcomes of osimertinib treatment in patients over 75 years of age in the real-world setting is limited. MATERIALS AND METHODS: This retrospective study analyzed the data of 538 patients (203 elderly and 335 non-elderly) with EGFR mutation-positive lung cancer in whom osimertinib was initiated as first-line treatment between August 2018 and December 2019. Patients over 75 years of age were classified as elderly. The data cut-off date was February 28, 2022. RESULTS: The progression-free survival (PFS) did not significantly differ between the elderly and non-elderly groups [elderly group: median PFS, 16.9 months (95 % confidence interval (CI), 14.3-20.2); non-elderly group: median PFS, 22.1 months (95 % CI: 19.5-26.3); hazard ratio (HR) for the elderly against the non-elderly: 1.21 (95 % CI: 0.98-1.50), p = 0.079]. However, the time to treatment failure (TTF) was significantly shorter in the elderly than in the non-elderly [elderly group: median TTF, 14.0 months (95 % CI: 0.98-1.50); non-elderly group: median TTF, 21.8 months (95 % CI: 18.2-24.6); HR for the elderly against the non-elderly: 1.46 (95 % CI: 1.20-1.77), p < 0.001]. Furthermore, the rate of treatment discontinuation because of adverse events was 28.6 % in the elderly and 14.9 % in the non-elderly (p < 0.001). Among patients who discontinued treatment, the conversion rate to second-line treatment was 39.6 % in the elderly and 72.8 % in the non-elderly. In addition, the median overall survival was 30 months (95 % CI: 25.8-37.7) in the elderly and not reached (NR) (95 % CI: NR-NR) in the non-elderly (p < 0.001). CONCLUSION: In a real-world clinical setting, elderly patients receiving osimertinib as first-line treatment should be aware of the frequent inability to transition to second-line treatment due to adverse events.


Assuntos
Carcinoma Pulmonar de Células não Pequenas , Neoplasias Pulmonares , Humanos , Idoso , Pessoa de Meia-Idade , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Carcinoma Pulmonar de Células não Pequenas/genética , Neoplasias Pulmonares/tratamento farmacológico , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/induzido quimicamente , Estudos Retrospectivos , Compostos de Anilina/uso terapêutico , Mutação , Receptores ErbB/genética , Inibidores de Proteínas Quinases/uso terapêutico
18.
JTO Clin Res Rep ; 4(11): 100586, 2023 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-38029024

RESUMO

Introduction: Durvalumab consolidation therapy is the standard of care after concurrent chemoradiotherapy (CRT) for stage III NSCLC. Immune-related pneumonitis during durvalumab treatment is potentially fatal; however, information is lacking regarding the impact of pneumonitis on patient survival. This study investigates the effect of pulmonary and nonpulmonary immune-related adverse events (irAEs) on the efficacy of durvalumab treatment in patients with stage III NSCLC. Methods: We retrospectively assessed 158 patients who received durvalumab after CRT at nine Japanese institutions between July 2018 and March 2020. Survival outcomes were compared between patients who developed pneumonitis with those who developed irAEs other than pneumonitis. Patients who survived for less than 3 months were excluded to reduce immortal time bias. Results: Among 158 evaluated patients, 76 (48%) experienced grade less than or equal to one irAEs, whereas 82 (52%) experienced grade greater than or equal to two irAEs. Among the patients with grade greater than or equal to two irAEs, those with grade greater than or equal to two pneumonitis (n = 55) were compared with those with grade greater than or equal to two irAEs other than pneumonitis (n = 27). Patients with grade greater than or equal to two pneumonitis exhibited a significantly worse overall survival than those with grade greater than or equal to two irAEs that excluded pneumonitis. Multivariate analysis revealed that grade greater than or equal to two pneumonitis (hazard ratio = 3.71; 95% confidence interval, 1.85-7.45; p < 0.001) and squamous histology (hazard ratio = 2.64; 95% confidence interval, 1.29-5.42; p = 0.008) were independently associated with worse overall survival. Conclusions: After minimizing immortal time bias, pneumonitis grade two or greater and squamous histology were poor prognostic factors in patients who received consolidation durvalumab after CRT.

19.
Target Oncol ; 18(6): 915-925, 2023 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-37902896

RESUMO

BACKGROUND: Immune checkpoint inhibitor (ICI) monotherapy and ICI plus chemotherapy are approved first-line treatments for patients with non-small cell lung cancer (NSCLC) expressing high levels of programmed cell death-ligand 1 (PD-L1). However, appropriate treatment for patients showing high PD-L1 expression and poor performance status (PS) is not well defined. OBJECTIVE: The aim of this study was to identify a treatment option that is better for these patients in a real-world setting. PATIENTS AND METHODS: A total of 425 patients with NSCLC and high PD-L1 expression were included retrospectively. All patients received either pembrolizumab monotherapy or ICI plus chemotherapy as the first-line treatment. Patients were subdivided into good (PS score 0 or 1; n = 354) and poor PS groups (PS score 2 or 3; n = 71). Early progressive disease (PD) was defined as PD within 3 months of ICI-based therapy initiation. RESULTS: The good PS group had significantly longer progression-free survival (PFS) and overall survival (OS) than the poor PS group upon ICI-based therapy administration. In the poor PS group, no significant difference was observed in PFS and OS between pembrolizumab monotherapy and ICI plus chemotherapy. In the good PS group, pembrolizumab monotherapy, PD-L1 50-89%, and liver metastasis were associated with early PD, as determined using multivariate logistic regression analyses. However, in the poor PS group, the multivariate logistic regression analyses did not show an association between pembrolizumab monotherapy and early PD. CONCLUSIONS: In patients with NSCLC exhibiting poor PS and high PD-L1 expression, ICI plus chemotherapy did not confer PFS or OS benefit compared with pembrolizumab monotherapy.


Assuntos
Antineoplásicos Imunológicos , Carcinoma Pulmonar de Células não Pequenas , Neoplasias Pulmonares , Humanos , Antineoplásicos Imunológicos/uso terapêutico , Antígeno B7-H1/metabolismo , Carcinoma Pulmonar de Células não Pequenas/patologia , Neoplasias Pulmonares/patologia , Estudos Retrospectivos
20.
JAMA Netw Open ; 6(7): e2322915, 2023 07 03.
Artigo em Inglês | MEDLINE | ID: mdl-37432682

RESUMO

Importance: Immune checkpoint inhibitor (ICI) monotherapy with pembrolizumab and ICI plus chemotherapy have been approved as first-line treatments for non-small cell lung cancer (NSCLC) for patients with a programmed cell death ligand-1 (PD-L1) tumor proportion score (TPS) of 50% or more, but the choice between these 2 therapeutic options is unclear. Objective: To clarify the association of a history of concurrent medication use with treatment outcomes for ICIs with or without chemotherapy in patients with NSCLC with a high PD-L1 TPS and to determine whether these clinical histories are biomarkers for appropriate treatment selection. Design, Setting, and Participants: This retrospective, multicenter cohort study at 13 hospitals in Japan included patients with advanced NSCLC with a PD-L1 TPS of 50% or more who had received pembrolizumab ICI monotherapy or ICI plus chemotherapy as the initial treatment between March 2017 and December 2020. The median (IQR) follow-up duration was 18.5 (9.2-31.2) months. Data were analyzed from April 2022 through May 2023. Exposure: ICI monotherapy with pembrolizumab or ICI plus chemotherapy as first-line treatment. Main Outcomes and Measures: The primary analysis was the association of treatment outcomes with baseline patient characteristics, including concomitant drug history, after propensity score matching. Cox proportional hazard models were used to determine the associations of patient characteristics with survival outcomes. Logistic regression analysis was used to determine the association of concomitant medication history with treatment outcomes and other patient characteristics. Results: A total of 425 patients with NSCLC were enrolled in the study including 271 patients (median [range] age, 72 [43-90] years; 215 [79%] men) who were treated with pembrolizumab monotherapy as the first-line treatment and 154 patients (median [range] age, 69 [36-86] years; 121 [79%] men) who were treated with ICI plus chemotherapy as the first-line treatment. In multivariable analysis, a history of proton pump inhibitor (PPI) use was independently associated with shorter progression-free survival (PFS) in the pembrolizumab monotherapy group (hazard ratio [HR], 1.38; 95% CI, 1.00-1.91; P = .048), but not in the ICI plus chemotherapy group. In patients with a PPI history, both the median (IQR) PFS (19.3 [9.0 to not reached] months vs 5.7 [2.4 to 15.2] months; HR, 0.38; 95% CI, 0.20-0.72; P = .002) and the median (IQR) overall survival (not reached [9.0 months to not reached) vs 18.4 [10.5 to 50.0] months; HR, 0.43; 95% CI, 0.20-0.92; P = .03) were significantly longer in the ICI plus chemotherapy group than in the pembrolizumab monotherapy group. In patients without a history of PPI use, both the median (IQR) PFS (18.8 months [6.6 months to not reached] vs 10.6 months [2.7 months to not reached]; HR, 0.81; 95% CI, 0.56-1.17; P = .26) and the median (IQR) overall survival (not reached [12.6 months to not reached] vs 29.9 [13.3 to 54.3] months, HR, 0.75; 95% CI, 0.48-1.18; P = .21) did not differ between groups. Conclusions and Relevance: This cohort study found that a history of PPI use could be an important clinical factor in treatment decision-making for patients with NSCLC with a PD-L1 TPS of 50% or more.


Assuntos
Carcinoma Pulmonar de Células não Pequenas , Neoplasias Pulmonares , Idoso , Feminino , Humanos , Masculino , Antígeno B7-H1 , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Estudos de Coortes , Inibidores de Checkpoint Imunológico/uso terapêutico , Neoplasias Pulmonares/tratamento farmacológico , Inibidores da Bomba de Prótons , Estudos Retrospectivos , Adulto , Pessoa de Meia-Idade , Idoso de 80 Anos ou mais
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