Dataset Information

Lung cancer staging: a physiological update.

ABSTRACT: The tumour-node metastasis (TNM) classification system is anatomically based. We investigated whether the addition of simple physiological variables, age and body mass index (BMI), would affect survival curves, i.e. a composite anatomical and physiological staging system. We retrospectively analysed a prospectively validated thoracic surgery database (n = 1981). Cox multivariate analysis was performed to determine possible significant factors. Kaplan-Meier survival curves were constructed with combined anatomical and physiological factors. Cox multivariate analysis revealed age (P < 0.001) and BMI (P = 0.01) as significant factors affecting survival. Receiver operating curve analysis determined cut-off levels for age of 67 and BMI of 27.6. A composite anatomical and physiological survival curve based on TNM for BMI > 27.6 and age < 67 was produced. Age and BMI criteria resulted in significantly different survival curves, for stage I (P < 0.0001) and stage II (P = 0.0032), but not for stage III (P = 0.06). Neural network analysis confirmed the importance of BMI and age above cancer stage with regard to long-term survival. Combining age < 67, BMI > 27.6 and TNM anatomical classification results in very different estimated survival curves from the usual TNM system. Patients from stages I, II and III may have survival equivalent to a stage higher or lower depending on their age and BMI.

SUBMITTER: Poullis M

PROVIDER: S-EPMC3352702 | biostudies-literature | 2012 Jun

REPOSITORIES: biostudies-literature

ACCESS DATA

Publications

Lung cancer staging: a physiological update.

Poullis Michael M McShane James J Shaw Mathew M Woolley Steven S Shackcloth Michael M Page Richard R Mediratta Neeraj N

Interactive cardiovascular and thoracic surgery 20120314 6

The tumour-node metastasis (TNM) classification system is anatomically based. We investigated whether the addition of simple physiological variables, age and body mass index (BMI), would affect survival curves, i.e. a composite anatomical and physiological staging system. We retrospectively analysed a prospectively validated thoracic surgery database (n = 1981). Cox multivariate analysis was performed to determine possible significant factors. Kaplan-Meier survival curves were constructed with c ...[more]

PMID: 22419795

Similar Datasets

Project description:We previously described and validated a breast cancer staging system (CPS+EG, clinical-pathologic scoring system incorporating estrogen receptor-negative disease and nuclear grade 3 tumor pathology) for assessing prognosis after neoadjuvant chemotherapy using pretreatment clinical stage, posttreatment pathologic stage, estrogen receptor (ER) status, and grade. Development of the CPS+EG staging system predated routine administration of trastuzumab in patients with ERBB2-positive disease (formerly HER2 or HER2/neu).To validate the CPS+EG staging system using the new definition of ER positivity (?1%) and to develop an updated staging system (Neo-Bioscore) that incorporates ERBB2 status into the previously developed CPS+EG.Retrospective review of data collected prospectively from January 2005 through December 2012 on patients with breast cancer treated with neoadjuvant chemotherapy at The University of Texas MD Anderson Cancer Center.Prognostic scores were computed using 2 versions of the CPS+EG staging system, one with ER considered positive if it measured 10% or higher, the other with ER considered positive if it measured 1% or higher. Fits of the Cox proportional hazards model for the 2 sets of prognostic scores were compared using the Akaike Information Criterion (AIC). Status of ERBB2 was added to the model, and the likelihood ratio test was used to determine improvement in fit.A total of 2377 patients were included; all were women (median age, 50 years [range, 21-87 years]); ER status was less than 1% in 28.9%, 1% to 9% in 8.3%, and 10% or higher in 62.8%; 591 patients were ERBB2 positive. Median follow-up was 4.2 years (range, 0.5-11.7 years). Five-year disease-specific survival was 89% (95% CI, 87%-90%). Using 1% or higher as the cutoff for ER positivity, 5-year disease-specific survival estimates determined using the CPS+EG stage ranged from 52% to 98%, thereby validating our previous finding that the CPS+EG score facilitates more refined categorization into prognostic subgroups than clinical or final pathologic stage alone. The AIC value for this model was 3333.06, while for a model using 10% or higher as the cutoff for ER positivity, it was 3333.38, indicating that the model fits were nearly identical. The improvement in fit of the model when ERBB2 status was added was highly significant, with 5-year disease-specific survival estimates ranging from 48% to 99% (P?<?.001). Incorporating ERBB2 into the staging system defined the Neo-Bioscore, which provided improved stratification of patients with respect to prognosis.The Neo-Bioscore improves our previously validated staging system and allows its application in ERBB2-positive patients. We recommend that treatment response and biologic markers be incorporated into the American Joint Committee on Cancer staging system.

Project description:BackgroundGuidelines recommend mediastinal lymph node sampling as the first invasive test in patients with suspected lung cancer with mediastinal lymphadenopathy without distant metastases, but there are no comparative effectiveness studies on how test sequencing affects outcomes. The objective was to compare practice patterns and outcomes of diagnostic strategies in patients with lung cancer.MethodsThe study included a retrospective cohort of 15,316 patients with lung cancer with regional spread without distant metastases in the Surveillance, Epidemiology, and End Results or Texas Cancer Registry Medicare-linked databases. If the first invasive test involved mediastinal sampling, patients were classified as receiving guideline-consistent care; otherwise, they were classified as receiving guideline-inconsistent care. We used propensity matching to compare the number of tests performed and multivariate logistic regression to compare the frequency of complications.ResultsTwenty-one percent of patients had guideline-consistent diagnostic evaluations. Among patients with non-small cell lung cancer, 44% never had mediastinal sampling. Patients who had guideline-consistent care required fewer tests than those with guideline-inconsistent care (P < .0001), including thoracotomies (49% vs 80%, P < .001) and CT image-guided biopsies (9% vs 63%, P < .001), although they had more transbronchial needle aspirations (37% vs 4%, P < .001). The consequence was that patients with guideline-consistent care had fewer pneumothoraxes (4.8% vs 25.6%, P < .0001), chest tubes (0.7% vs 4.9%, P < .001), hemorrhages (5.4% vs 10.6%, P < .001), and respiratory failure events (5.3% vs 10.5%, P < .001).ConclusionsGuideline-consistent care with mediastinal sampling first resulted in fewer tests and complications. We found three quality gaps: failure to sample the mediastinum first, failure to sample the mediastinum at all in patients with non-small cell lung cancer, and overuse of thoracotomy.

Project description:BackgroundGuidelines recommend mediastinal sampling first for patients with mediastinal lymphadenopathy with suspected lung cancer. The objective of this study was to describe practice patterns and outcomes of diagnostic strategies in patients with lung cancer.MethodsThis study included a retrospective cohort of 15,914 patients with lung cancer with T1-3N1-3M0 disease diagnosed from 2004 to 2013 in the National Cancer Institute's Surveillance, Epidemiology, and End Results or Texas Cancer Registry Medicare-linked databases. Patients who had mediastinal sampling as their first invasive test were classified as guideline consistent; all others were guideline inconsistent. Propensity matching was used to compare the number of tests performed, and multivariable logistic regression was used to compare the incidence of complications.ResultsGuideline-consistent care increased from 23% to 34% of patients from 2004 to 2013 (P < .001). Use of endobronchial ultrasound-guided transbronchial needle aspiration increased from 0.1% to 25% of all patients (P < .001), and mediastinal sampling increased from 54% to 64% (P < .0001). Guideline-consistent care was associated with fewer thoracotomies (38% vs 71%; P < .001) and CT scan-guided biopsies (10% vs 75%; P < .001) than guideline-inconsistent care but more transbronchial needle aspirations (59% vs 12%; P < .001). Guideline-consistent care was associated with fewer pneumothoraxes (5.1% vs 22%; P < .001), chest tubes (0.9% vs 4.4%; P < .001), hemorrhages (3.5% vs 5.8%; P < .001), and respiratory failure events (2.7% vs 3.7%; P = .047) than guideline-inconsistent care. Bronchoscopic mediastinal sampling was associated with fewer complications than surgical mediastinal sampling.ConclusionsGuideline-consistent care with mediastinal sampling first was associated with fewer tests and complications. Quality gaps decreased with the introduction of endobronchial ultrasound-guided transbronchial needle aspiration but persist. Gaps include failure to sample the mediastinum first, failure to sample the mediastinum at all, and overuse of thoracotomy.

Dataset Information

Lung cancer staging: a physiological update.

Publications

Lung cancer staging: a physiological update.

Similar Datasets

OmicsDI is part of the ELIXIR infrastructure

Tweets