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Zorluk: ZorMeasures of Association and Impact

A 68-year-old man with severe chronic obstructive pulmonary disease (COPD) presents for a follow-up visit. He has had multiple hospitalizations over the past year despite maximal inhaled therapy. His physician is considering prescribing a newly approved targeted biologic therapy.

To evaluate its efficacy, the physician reviews a recent phase III randomized controlled trial. In this trial, 4,000 patients with severe COPD were randomized equally to receive either the biologic therapy or a placebo, in addition to standard care. Over a 2-year follow-up period, 300 patients in the placebo group and 200 patients in the biologic group experienced a severe exacerbation requiring hospitalization. The study reported that this risk difference was statistically significant (p<0.01p < 0.01) with a 95% confidence interval for the relative risk of 0.55 to 0.81.

Using a validated clinical prediction tool, the physician calculates that this specific patient has a baseline 2-year risk of 30% for experiencing a severe exacerbation on his current regimen. Assuming the relative risk reduction observed in the trial is constant across different baseline risk strata, what is the estimated number needed to treat (NNT) to prevent one severe exacerbation over 2 years for patients with a baseline risk profile identical to this man?

  1. A
    3
  2. B
    4
  3. C
    5
  4. 10Cevap
  5. E
    20

Cevap

10
The correct answer is 10. To calculate an individualized NNT, one must first determine the Relative Risk Reduction (RRR) from the trial and apply it to the patient's specific baseline risk. In the trial, the Control Event Rate was 15% (300 events / 2,000 patients) and the Experimental Event Rate was 10% (200 events / 2,000 patients), yielding an RRR of 33.3% ((15% - 10%) / 15%). Applying this 33.3% relative reduction to the patient's severe 30% baseline risk results in an individualized Absolute Risk Reduction (ARR) of 10% (30% × 0.333). The Number Needed to Treat is the inverse of the ARR: 1 / 0.10 = 10.

Adım Adım Çözüm

1
Calculate the event rates in the clinical trial.
Control Event Rate (CER) = 300 / 2,000 = 15%. Experimental Event Rate (EER) = 200 / 2,000 = 10%.
Raw count data must be converted into incidence rates to determine the trial's baseline risk metrics.
2
Determine the trial's Relative Risk Reduction (RRR).
RRR = (CER - EER) / CER = (15% - 10%) / 15% = 33.3% (or 1/3).
RRR is generally assumed to be constant across different baseline risk groups, making it the correct metric to apply to a specific patient's risk profile.
3
Calculate the patient's individualized Absolute Risk Reduction (ARR).
Patient ARR = Patient's Baseline Risk × RRR = 30% × (1/3) = 10%.
ARR varies depending on a patient's baseline risk. The trial's average ARR (5%) cannot be used directly for a patient with a 30% baseline risk.
4
Calculate the individualized Number Needed to Treat (NNT).
NNT = 1 / ARR = 1 / 0.10 = 10.
NNT is the mathematical inverse of the absolute risk reduction, representing the number of patients with this risk profile who must be treated to prevent one exacerbation.

Anahtar Kavram

Individualizing Number Needed to Treat (NNT) based on baseline risk

Alternatif Yöntem

Because NNT is inversely proportional to baseline risk (assuming a constant RRR), you can use a ratio: Patient NNT = Trial NNT × (Trial Baseline Risk / Patient Baseline Risk). Trial NNT is 20. Patient NNT = 20 × (15% / 30%) = 20 × 0.5 = 10.
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