What is the odds ratio for smoking as a risk factor for lung cancer in a study with 150 smokers out of 200 lung cancer patients and 50 smokers out of 200 controls?

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Calculating the Odds Ratio

The odds ratio for this case-control study is 9.0, indicating that smokers have 9 times the odds of developing lung cancer compared to non-smokers.

Step-by-Step Calculation

To calculate the odds ratio from a case-control study, you need to construct a 2x2 table and apply the standard formula:

Constructing the 2x2 Table

Lung Cancer (Cases) No Lung Cancer (Controls)
Smokers 150 50
Non-smokers 50 150

Applying the Formula

The odds ratio (OR) is calculated as:

OR = (a × d) / (b × c)

Where:

  • a = exposed cases (smokers with lung cancer) = 150
  • b = exposed controls (smokers without lung cancer) = 50
  • c = unexposed cases (non-smokers with lung cancer) = 50
  • d = unexposed controls (non-smokers without lung cancer) = 150

OR = (150 × 150) / (50 × 50) = 22,500 / 2,500 = 9.0

Clinical Context and Interpretation

Understanding the Magnitude of Risk

  • This odds ratio of 9.0 is consistent with established epidemiological data showing that smoking substantially increases lung cancer risk 1, 2
  • The National Comprehensive Cancer Network reports that the relative risk for lung cancer is approximately 20-fold higher for heavy, long-term smokers compared to non-smokers, though this OR of 9.0 likely represents a mixed population of varying smoking intensities 2
  • In Chinese populations, combined case-control studies have shown summary odds ratios of 2.17 overall, with higher ratios (3.09) in males, demonstrating population-specific variations 3

Dose-Response Relationship

  • Smoking demonstrates a clear dose-response relationship with lung cancer risk, with no safe level of tobacco exposure 2
  • Studies show increasing odds ratios with greater cigarette consumption: 1.03 for minimal smoking, 2.04 for moderate smoking, and 3.33 for heavy smoking 3
  • Duration of smoking and age at initiation also significantly modify risk, with longer duration and earlier initiation conferring higher odds ratios 3

Important Caveats

  • Case-control studies can overestimate relative risk when the outcome is common, though lung cancer prevalence makes this less of a concern 4
  • Comprehensive adjustment for multiple smoking dimensions (status, pack-years, time since cessation) is critical to avoid confounding, as inadequate smoking adjustment can artificially inflate associations with other risk factors 4
  • This odds ratio represents the association in the specific study population and may not generalize to all populations due to differences in smoking patterns, genetic susceptibility, and environmental exposures 1, 3

References

Guideline

Guideline Directed Topic Overview

Dr.Oracle Medical Advisory Board & Editors, 2025

Guideline

Impact of Smoking on Cancer Risk

Praxis Medical Insights: Practical Summaries of Clinical Guidelines, 2025

Professional Medical Disclaimer

This information is intended for healthcare professionals. Any medical decision-making should rely on clinical judgment and independently verified information. The content provided herein does not replace professional discretion and should be considered supplementary to established clinical guidelines. Healthcare providers should verify all information against primary literature and current practice standards before application in patient care. Dr.Oracle assumes no liability for clinical decisions based on this content.

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