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The need for speed in advanced non‐small cell lung cancer: A population kinetics assessment
by
Gomes, Marcio
, Moore, Sara M.
, Sekhon, Harman
, Dennie, Carole
, Stewart, David J.
, Reaume, Martin Neil
, Brule, Stephanie Y.
, Lo, Bryan
, Bradford, John‐Peter
, Maziak, Donna E.
, Fung‐Kee‐Fung, Michael
in
Biopsy
/ Brain cancer
/ Cancer Prevention
/ Cancer therapies
/ Carcinoma, Non-Small-Cell Lung - diagnosis
/ Carcinoma, Non-Small-Cell Lung - mortality
/ Carcinoma, Non-Small-Cell Lung - pathology
/ Chemotherapy
/ Clinical trials
/ Confidence intervals
/ Digitization
/ Humans
/ Immunotherapy
/ Kinetics
/ Lung cancer
/ Lung Neoplasms - diagnosis
/ Lung Neoplasms - mortality
/ Lung Neoplasms - pathology
/ Metastases
/ Metastasis
/ Non-small cell lung carcinoma
/ non‐small cell lung cancer
/ overall survival
/ Patients
/ Placebos
/ Population
/ population kinetics
/ Progression-Free Survival
/ Radiation therapy
/ Regression analysis
/ Small cell lung carcinoma
/ therapy delay
2021
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The need for speed in advanced non‐small cell lung cancer: A population kinetics assessment
by
Gomes, Marcio
, Moore, Sara M.
, Sekhon, Harman
, Dennie, Carole
, Stewart, David J.
, Reaume, Martin Neil
, Brule, Stephanie Y.
, Lo, Bryan
, Bradford, John‐Peter
, Maziak, Donna E.
, Fung‐Kee‐Fung, Michael
in
Biopsy
/ Brain cancer
/ Cancer Prevention
/ Cancer therapies
/ Carcinoma, Non-Small-Cell Lung - diagnosis
/ Carcinoma, Non-Small-Cell Lung - mortality
/ Carcinoma, Non-Small-Cell Lung - pathology
/ Chemotherapy
/ Clinical trials
/ Confidence intervals
/ Digitization
/ Humans
/ Immunotherapy
/ Kinetics
/ Lung cancer
/ Lung Neoplasms - diagnosis
/ Lung Neoplasms - mortality
/ Lung Neoplasms - pathology
/ Metastases
/ Metastasis
/ Non-small cell lung carcinoma
/ non‐small cell lung cancer
/ overall survival
/ Patients
/ Placebos
/ Population
/ population kinetics
/ Progression-Free Survival
/ Radiation therapy
/ Regression analysis
/ Small cell lung carcinoma
/ therapy delay
2021
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The need for speed in advanced non‐small cell lung cancer: A population kinetics assessment
by
Gomes, Marcio
, Moore, Sara M.
, Sekhon, Harman
, Dennie, Carole
, Stewart, David J.
, Reaume, Martin Neil
, Brule, Stephanie Y.
, Lo, Bryan
, Bradford, John‐Peter
, Maziak, Donna E.
, Fung‐Kee‐Fung, Michael
in
Biopsy
/ Brain cancer
/ Cancer Prevention
/ Cancer therapies
/ Carcinoma, Non-Small-Cell Lung - diagnosis
/ Carcinoma, Non-Small-Cell Lung - mortality
/ Carcinoma, Non-Small-Cell Lung - pathology
/ Chemotherapy
/ Clinical trials
/ Confidence intervals
/ Digitization
/ Humans
/ Immunotherapy
/ Kinetics
/ Lung cancer
/ Lung Neoplasms - diagnosis
/ Lung Neoplasms - mortality
/ Lung Neoplasms - pathology
/ Metastases
/ Metastasis
/ Non-small cell lung carcinoma
/ non‐small cell lung cancer
/ overall survival
/ Patients
/ Placebos
/ Population
/ population kinetics
/ Progression-Free Survival
/ Radiation therapy
/ Regression analysis
/ Small cell lung carcinoma
/ therapy delay
2021
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The need for speed in advanced non‐small cell lung cancer: A population kinetics assessment
Journal Article
The need for speed in advanced non‐small cell lung cancer: A population kinetics assessment
2021
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Overview
Background Systemic therapy prolongs overall survival (OS) in advanced non‐small cell lung cancer (NSCLC), but diagnostic tests, staging and molecular profiling take time, and this can delay therapy initiation. OS approximates first‐order kinetics. Methods We used OS of chemo‐naive NSCLC patients on a placebo/best supportive care trial arm to estimate % of patients dying while awaiting therapy. We digitized survival curves from eight studies, calculated OS half‐life, then estimated the proportion surviving after different times of interest (tn) using the formula: X=exp‐tn∗0.693/t1/2, where EXP signifies exponential, * indicates multiplication, 0.693 is the natural log of 2, and t1/2 is the survival half‐life in weeks. Results Across trials, the OS half‐life for placebo/best supportive care in previously untreated NSCLC was 19.5 weeks. Hence, based on calculations using the formula above, if therapy were delayed by 1, 2, 3, or 4 weeks then 4%, 7%, 10%, and 13% of all patients, respectively, would die while awaiting treatment. Others would become too sick to consider therapy even if still alive. Conclusions This quantifies why rapid baseline testing and prompt therapy initiation are important in advanced NSCLC. It also illustrates why screening procedures for clinical trial inclusion must be faster. Otherwise, it is potentially hazardous for a patient to be considered for a trial due to risk of death or deterioration while awaiting eligibility assessment. It is also important to not delay initiation of systemic therapy for procedures that add relatively little value, such as radiotherapy for small, asymptomatic brain metastases. In patients with metastatic non‐small cell lung cancer, it takes time for diagnostic and staging tests and for initiation of therapy. Based on exponential decay nonlinear regression analysis of overall survival curves from placebo or best supportive care arms of first line studies in metastatic disease, we calculated that an average of 4% of remaining patients will die during each week that passes without initiation of systemic therapy. It is important to initiate therapy as rapidly as possible.
Publisher
John Wiley & Sons, Inc,John Wiley and Sons Inc,Wiley
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