Question

Difficulty: MediumDiagnostic and Screening Test Performance

A research group evaluates a novel high-resolution ultrasound technique for diagnosing giant cell arteritis (GCA) in patients over 50 years of age presenting with new-onset headaches. A prospective study enrolls 1,000 such patients. Each patient undergoes the novel ultrasound followed by a temporal artery biopsy, which serves as the gold standard.

Biopsy results confirm the diagnosis of GCA in 150 patients. The novel ultrasound finding is present in 120 of these biopsy-confirmed cases. Among the patients with a negative biopsy, the ultrasound finding is present in 34 patients.

Based on these study results, what is the positive likelihood ratio (LR+LR+) of this novel ultrasound finding for diagnosing giant cell arteritis?

Answer: 20

Answer

20
The positive likelihood ratio is calculated using the formula: LR+ = Sensitivity / (1 - Specificity). First, calculate the sensitivity: 120 True Positives / 150 Total Disease Positives = 0.80. Next, calculate the false positive rate (1 - Specificity): 34 False Positives / 850 Total Disease Negatives = 0.04. Finally, divide the sensitivity by the false positive rate: 0.80 / 0.04 = 20.

Step-by-Step Solution

1
Determine the number of True Positives (TP) and the total number of patients with the disease.
Total patients with GCA = 150. True Positives (TP) = 120.
These values are required to calculate the sensitivity of the test.
2
Calculate the Sensitivity (True Positive Rate).
Sensitivity = 120 / 150 = 0.80 (80%).
Sensitivity forms the numerator of the positive likelihood ratio.
3
Determine the number of False Positives (FP) and the total number of patients without the disease.
Total patients without GCA = 1000 - 150 = 850. False Positives (FP) = 34.
These values are required to calculate the false positive rate (1 - specificity).
4
Calculate the False Positive Rate (1 - Specificity).
False Positive Rate = FP / Total Disease Negative = 34 / 850 = 0.04 (4%).
The false positive rate forms the denominator of the positive likelihood ratio.
5
Calculate the Positive Likelihood Ratio (LR+).
LR+ = Sensitivity / (1 - Specificity) = 0.80 / 0.04 = 20.
This formula yields the likelihood of a positive test result in a patient with the disease compared to a patient without the disease.

Key Concept

The positive likelihood ratio (LR+) is calculated as Sensitivity divided by (1 - Specificity). It indicates how much more likely a positive test result is to occur in a patient with the disease compared to a patient without the disease.
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