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1.
JAMA Netw Open ; 4(10): e2126306, 2021 10 01.
Article in English | MEDLINE | ID: mdl-34618040

ABSTRACT

Importance: Quantitative assessment of bias from unmeasured confounding and missing data can help evaluate uncertainty in findings from indirect comparisons using real-world data (RWD). Objective: To compare the effectiveness of alectinib vs ceritinib in terms of overall survival (OS) in patients with ALK-positive, crizotinib-refractory, non-small cell lung cancer (NSCLC) and to assess the sensitivity of these findings to unmeasured confounding and missing data assumptions. Design, Setting, and Participants: This comparative effectiveness research study compared patients from 2 phase 2 alectinib trials and real-world patients. Patients were monitored from June 2013 to March 2020. Comparisons of interest were between alectinib trial data vs ceritinib RWD and alectinib RWD vs ceritinib RWD. RWD treatment groups were selected from nationally representative cancer data from US cancer clinics, the majority from community centers. Participants were ALK-positive patients aged 18 years or older with advanced NSCLC, prior exposure to crizotinib, and Eastern Cooperative Oncology Group Performance Status (PS) of 0 to 2. Data analysis was performed from October 2020 to March 2021. Exposures: Initiation of alectinib or ceritinib therapy. Main Outcomes and Measures: The main outcome was OS. Results: In total, there were 355 patients: 183 (85 men [46.4%]) in the alectinib trial, 91 (43 men [47.3%]) in the ceritinib RWD group, and 81 (38 men [46.9%]) in the alectinib RWD group. Patients in the alectinib trial were younger (mean [SD] age, 52.53 [11.18] vs 57.97 [11.71] years), more heavily pretreated (mean [SD] number of prior therapy lines, 1.95 [0.72] vs 1.47 [0.81]), and had more favorable baseline ECOG PS (ECOG PS of 0 or 1, 165 patients [90.2%] vs 37 patients [77.1%]) than those in the ceritinib RWD group. The alectinib RWD group (mean [SD] age, 58.69 [11.26] years) had more patients with favorable ECOG PS (ECOG PS of 0 or 1, 49 patients [92.4%] vs 37 patients [77.1%]) and more White patients (56 patients [72.7%] vs 53 patients [62.4%]) compared with the ceritinib group. Compared with ceritinib RWD, alectinib-exposed patients had significantly longer OS in alectinib trials (adjusted hazard ratio [HR], 0.59; 95% CI, 0.44-0.75; P < .001) and alectinib RWD (HR, 0.46; 95% CI, 0.29-0.63; P < .001) after adjustment for baseline confounders. For the worst-case HR estimate of 0.59, residual confounding by a hypothetical confounder associated with mortality and treatment by a risk ratio greater than 2.24 was required to reverse the findings. Conclusions were robust to plausible deviations from random missingness for missing ECOG PS and underrecorded comorbidities and central nervous system metastases in RWD. Conclusions and Relevance: Alectinib exposure was associated with longer OS compared with ceritinib in patients with ALK-positive NSCLC, and only substantial levels of bias examined reversed the findings. These findings suggest that quantitative bias analysis can be a useful tool to address uncertainty of findings for decision-makers considering RWD.


Subject(s)
Anaplastic Lymphoma Kinase/analysis , Carbazoles/pharmacology , Carcinoma, Non-Small-Cell Lung/drug therapy , Piperidines/pharmacology , Pyrimidines/pharmacology , Sulfones/pharmacology , Anaplastic Lymphoma Kinase/blood , Anaplastic Lymphoma Kinase/drug effects , Antineoplastic Agents/administration & dosage , Antineoplastic Agents/pharmacology , Carbazoles/administration & dosage , Humans , Piperidines/administration & dosage , Proportional Hazards Models , Protein Kinase Inhibitors/administration & dosage , Protein Kinase Inhibitors/pharmacology , Pyrimidines/administration & dosage , Sulfones/administration & dosage , Survival Analysis
3.
Cancer Sci ; 111(12): 4540-4547, 2020 Dec.
Article in English | MEDLINE | ID: mdl-33010107

ABSTRACT

Anaplastic lymphoma kinase (ALK) inhibition is expected to be a promising therapeutic strategy for ALK-positive malignancies. We aimed to examine the efficacy and safety of alectinib, a second-generation ALK inhibitor, in patients with relapsed or refractory ALK-positive anaplastic large cell lymphoma (ALCL). This open-label, phase II trial included patients (aged 6 years or older) with relapsed or refractory ALK-positive ALCL. Alectinib 300 mg was given orally twice a day (600 mg/d) for 16 cycles, and the duration of each cycle was 21 days. Patients who weighed less than 35 kg were given a reduced dose of alectinib of 150 mg twice a day (300 mg/d). Ten patients were enrolled, and the median age was 19.5 years (range, 6-70 years). Objective responses were documented in eight of 10 patients (80%; 90% confidence interval, 56.2-95.9), with six complete responses. The 1-year progression-free survival, event-free survival, and overall survival rates were 58.3%, 70.0%, and 70.0%, respectively. The median duration of therapy was 340 days. No unexpected adverse events occurred. The most common grade 3 and higher adverse event was a decrease in neutrophil count in two patients. Alectinib showed favorable clinical activity and was well tolerated in patients with ALK-positive ALCL who had progressed on standard chemotherapy. Based on the results of the current study, the Ministry of Health, Labour and Welfare of Japan approved alectinib for the treatment of recurrent or refractory ALK-positive ALCL in February 2020.


Subject(s)
Anaplastic Lymphoma Kinase/antagonists & inhibitors , Carbazoles/administration & dosage , Lymphoma, Large-Cell, Anaplastic/drug therapy , Lymphoma, Large-Cell, Anaplastic/enzymology , Piperidines/administration & dosage , Protein Kinase Inhibitors/administration & dosage , Administration, Oral , Adult , Aged , Anaplastic Lymphoma Kinase/blood , Carbazoles/adverse effects , Carbazoles/pharmacokinetics , Child , Confidence Intervals , Drug Administration Schedule , Drug Resistance, Neoplasm , Female , Humans , Japan , Lymphoma, Large-Cell, Anaplastic/mortality , Male , Piperidines/adverse effects , Piperidines/pharmacokinetics , Progression-Free Survival , Protein Kinase Inhibitors/adverse effects , Protein Kinase Inhibitors/pharmacokinetics , Recurrence , Survival Rate , Treatment Outcome , Young Adult
4.
Clin Cancer Res ; 25(22): 6662-6670, 2019 11 15.
Article in English | MEDLINE | ID: mdl-31358542

ABSTRACT

PURPOSE: Acquired resistance to next-generation ALK tyrosine kinase inhibitors (TKIs) is often driven by secondary ALK mutations. Here, we investigated utility of plasma genotyping for identifying ALK resistance mutations at relapse on next-generation ALK TKIs. EXPERIMENTAL DESIGN: We analyzed 106 plasma specimens from 84 patients with advanced ALK-positive lung cancer treated with second- and third-generation ALK TKIs using a commercially available next-generation sequencing (NGS) platform (Guardant360). Tumor biopsies from TKI-resistant lesions underwent targeted NGS to identify ALK mutations. RESULTS: By genotyping plasma, we detected an ALK mutation in 46 (66%) of 70 patients relapsing on a second-generation ALK TKI. When post-alectinib plasma and tumor specimens were compared, there was no difference in frequency of ALK mutations (67% vs. 63%), but plasma specimens were more likely to harbor ≥2 ALK mutations (24% vs. 2%, P = 0.004). Among 29 patients relapsing on lorlatinib, plasma genotyping detected an ALK mutation in 22 (76%), including 14 (48%) with ≥2 ALK mutations. The most frequent combinations of ALK mutations were G1202R/L1196M and D1203N/1171N. Detection of ≥2 ALK mutations was significantly more common in patients relapsing on lorlatinib compared with second-generation ALK TKIs (48% vs. 23%, P = 0.017). Among 15 patients who received lorlatinib after a second-generation TKI, serial plasma analysis demonstrated that eight (53%) acquired ≥1 new ALK mutations on lorlatinib. CONCLUSIONS: ALK resistance mutations increase with each successive generation of ALK TKI and may be underestimated by tumor genotyping. Sequential treatment with increasingly potent ALK TKIs may promote acquisition of ALK resistance mutations leading to treatment-refractory compound ALK mutations.


Subject(s)
Anaplastic Lymphoma Kinase/antagonists & inhibitors , Anaplastic Lymphoma Kinase/genetics , Antineoplastic Agents, Immunological/pharmacology , Drug Resistance, Neoplasm/genetics , Mutation , Neoplasms/genetics , Protein Kinase Inhibitors/pharmacology , Alleles , Amino Acid Substitution , Anaplastic Lymphoma Kinase/blood , Antineoplastic Agents, Immunological/therapeutic use , Carcinoma, Non-Small-Cell Lung/blood , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/genetics , Cell Line, Tumor , Clinical Decision-Making , Disease Management , High-Throughput Nucleotide Sequencing , Humans , Lung Neoplasms/blood , Lung Neoplasms/drug therapy , Lung Neoplasms/genetics , Neoplasms/blood , Neoplasms/drug therapy , Protein Kinase Inhibitors/therapeutic use , Recurrence , Treatment Outcome
5.
Acta Cytol ; 63(6): 489-496, 2019.
Article in English | MEDLINE | ID: mdl-30566947

ABSTRACT

The identification of non-small cell lung cancer (NSCLC) patients potentially responsive to targeted therapies relies on a number of relevant biomarkers, including EGFR, ALK, ROS-1, and PD-L1. Biomarker identification is most commonly based on surgical sample collection. However, when tissues are difficult to reach or when multiple analyses are necessary to monitor tumor progression and treatment response, liquid biopsy is a valid noninvasive alternative. This analysis, which is preferentially performed on circulating tumor DNA (ctDNA) extracted from plasma samples, has the major advantage of reducing the inherent risks and discomfort of tissue biopsy. However, a major disadvantage is that it yields only a low number of ctDNA targets. Thus, to avoid false-positive and false-negative results, it is important to adopt and validate technologies with high sensitivity and specificity in the pre-analytical phase of sampling. This review succinctly addresses the principal methodologies for analyzing plasma-derived ctDNA in NSCLC patients.


Subject(s)
Biomarkers, Tumor/genetics , Carcinoma, Non-Small-Cell Lung/diagnosis , Circulating Tumor DNA/genetics , Liquid Biopsy/standards , Lung Neoplasms/diagnosis , Neoplastic Cells, Circulating/chemistry , Anaplastic Lymphoma Kinase/antagonists & inhibitors , Anaplastic Lymphoma Kinase/blood , Anaplastic Lymphoma Kinase/genetics , Antineoplastic Agents/therapeutic use , Biomarkers, Tumor/blood , Carcinoma, Non-Small-Cell Lung/blood , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/genetics , Circulating Tumor DNA/blood , ErbB Receptors/antagonists & inhibitors , ErbB Receptors/blood , ErbB Receptors/genetics , High-Throughput Nucleotide Sequencing/methods , Humans , Liquid Biopsy/methods , Lung Neoplasms/blood , Lung Neoplasms/drug therapy , Lung Neoplasms/genetics , Monitoring, Physiologic , Mutation , Neoplastic Cells, Circulating/pathology , Precision Medicine/methods , Prognosis , Protein Kinase Inhibitors/therapeutic use , Protein-Tyrosine Kinases/antagonists & inhibitors , Protein-Tyrosine Kinases/blood , Protein-Tyrosine Kinases/genetics , Proto-Oncogene Proteins/antagonists & inhibitors , Proto-Oncogene Proteins/blood , Proto-Oncogene Proteins/genetics , Real-Time Polymerase Chain Reaction/methods
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