| Literature DB >> 29147291 |
Vimal Raj1, Sumit Gupta1, Tamilselvan Sivashanmugam1, Daniel Barnes1, Sanjay Agrawal2, Jonathan A Bennett2, Michael D Peake2, James J Entwisle1.
Abstract
BACKGROUND: Scanning patients early in their diagnostic journey helps in differentiating benign from malignant aetiology. There is increasing pressure on diagnostic practices for rapid diagnoses and thereby early commencement of treatment in patients suspected to have lung cancer (LC). In our practice, multi detector computed tomography (MDCT) imaging is performed in selected patients referred to the LC service prior to them seeing a chest physician in the LC clinic. This study evaluates the role of such practice and reviews its potential impact on LC services.Entities:
Keywords: Lung cancer; MDCT; Screening
Year: 2012 PMID: 29147291 PMCID: PMC5649789 DOI: 10.4021/wjon513w
Source DB: PubMed Journal: World J Oncol ISSN: 1920-4531
Showing the Distribution of Patients Into Various Categories and the Respective Risk Scores
| n = 124 | Malignancy | No Malignancy | ||
|---|---|---|---|---|
| Age (mean (SEM))* | 69 (1.52) | 67 (1.59) | ||
| Abnormality in % | Lung | 89 | None | 21 |
| Metastasis | 7 | Insignificant | 24 | |
| Others | 4 | Significant | 55 | |
| CXR score in % | 0 | 0 | 0 | 21 |
| 1 | 23 | 1 | 24 | |
| 2 | 77 | 2 | 55 | |
| Clinical risk score in % | 0 | 2 | 0 | 31 |
| 1 | 36 | 1 | 63 | |
| 2 | 62 | 2 | 6 | |
| MCRS∧ in % | 0-2 (Low) | 25 | 0-2 (Low) | 85 |
| 3 (Intermediate) | 13 | 3 (Intermediate) | 10 | |
| 4 (High) | 62 | 4 (High) | 6 | |
*unpaired t test, P = ns; ∧chi-square test, P < 0.0001.
Logistic Regression Showing Significant Increase in Risk of Malignancy With Increasing MCRS and no Significant Influence of Age on Prediction of Malignancy
| Logistic Regression | ||||
|---|---|---|---|---|
| Predictor variables | B (SE) | Wald’s χ2 | P | Odds Ratio (95% CI) |
| Age | 0.023(0.020) | 1.371 | 0.242 | 1.024 (0.984 - 1.065) |
| MCRS | 36.270 | < 0.0001 | ||
| MCRS (1) (L with M) | -1.509 (0.621) | 5.900 | 0.015 | 0.221 (0.065 - 0.747) |
| MCRS (2) (M with H) | -2.191 (0.764) | 8.225 | 0.004 | 0.112 (0.025 - 0.500) |
Goodness-of-fit test: Hosmer and Lemeshow; χ2 = 11.576, P = 0.171; Nagelkerke R2 = 0.499, c-statistic = 84.9%; Model accuracy in classification = 81.5%, Improvement in classification from baseline = 24.2%; Sensitivity = 69.81%, Specificity = 90.14%, PPV = 84.09%, NPV = 80%.
Algorithm Incorporating MCRS and Age
| Modified Combined risk score (MCRS) | Below 40 yrs | Above 40 yrs |
|---|---|---|
| High (4) | Staging CT | Staging CT |
| Intermediate (3) | Focused CT thorax | Staging CT |
| Low (0-2) | Review in clinic | Focused CT Thorax |