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Updated: Dec 9, 2025

Multifractal Spectrum Analysis for Assessing Pulmonary Nodule Malignancy
Published on: January 10, 2025
Analytical validation of a novel multi-analyte plasma test for lung nodule characterization
Neil N Trivedi1, James K Brown1, Tess Rubenstein1
1San Francisco Veterans Affairs Medical Center, USA.
This study validates a new blood test using three proteins to assess lung nodule malignancy risk. The reliable assay helps identify benign lung nodules, potentially reducing unnecessary invasive procedures.
Area of Science:
- Biochemistry
- Medical Diagnostics
- Oncology
Background:
- Lung nodules found on CT scans are often benign (96.4%) but require differentiation from malignant ones.
- Accurate characterization of lung nodules is crucial to avoid unnecessary invasive procedures and patient harm.
- A novel multi-analyte immunoassay aims to improve lung nodule risk assessment.
Purpose of the Study:
- To analytically validate multiplexed plasma protein assays for a new lung nodule risk characterization test.
- To confirm the performance of assays measuring Epidermal Growth Factor Receptor (EGFR), Prosurfactant protein B (ProSB), and Tissue Inhibitor of Metalloproteinases 1 (TIMP1).
Main Methods:
- A multiplexed immunoassay panel was evaluated in a clinical laboratory setting.
- Assay sensitivity, reproducibility, precision, and analyte recovery were assessed across various conditions.
- Interference from substances and sample storage effects were analyzed. Lung nodule risk score reproducibility was also evaluated.
Main Results:
- Assay sensitivities were 0.10 ng/mL (EGFR), 0.02 ng/mL (ProSB), and 0.29 ng/mL (TIMP1).
- Assays demonstrated robustness to pre-analytical handling and plasma storage up to 4 days at 4°C.
- Total imprecision remained under 9%, with risk score variability within ±10%.
Conclusions:
- The multi-analyte plasma test assays for lung nodule characterization demonstrated acceptable analytical performance in a clinical laboratory.
- This validated test has the potential to aid in distinguishing benign from malignant lung nodules.
- Improved risk stratification may lead to more appropriate patient management, reducing unnecessary procedures.
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