# Patient and nodule characteristics associated with adherence to lung cancer screening in a large integrated healthcare system

**Authors:** Shuang Yang, Muxuan Liang, Hiren J. Mehta, Ramzi G. Salloum, Dejana Braithwaite, Yonghui Wu, Jessica Islam, Xuhong Zhang, Ya-Chen Tina Shih, Jinhai Huo, Jiang Bian, Yi Guo

PMC · DOI: 10.1038/s41598-025-15053-1 · Scientific Reports · 2025-08-09

## TL;DR

This study identifies patient and nodule traits linked to adherence to lung cancer screening follow-up in a healthcare system.

## Contribution

The study reveals how patient demographics, nodule features, and physician communication influence adherence to lung cancer screening.

## Key findings

- Overall adherence to follow-up LDCT was 27.6%, with significant variation across Lung-RADS categories.
- Non-Hispanic Black patients in category 1 were less likely to adhere compared to non-Hispanic whites.
- Patients with more nodules and those in category 4A were more likely to adhere to follow-up LDCT.

## Abstract

We examined the association of pulmonary nodule characteristics with adherence to follow-up low-dose computed tomography (LDCT) after the initial screening in lung cancer screening. Using 2014–2021 electronic health record data from a large integrated health system, we analyzed adherence to Lung Imaging Reporting and Data System (Lung-RADS) follow-up recommendations, considering socio-demographic, clinical factors, and natural language processing-extracted nodule characteristics. Multivariable logistic regression models assessed the impact of these factors on adherence to follow-up LDCT. Among 2,673 individuals (mean age = 66.8 ± 5.9 years), overall adherence was 27.6%, with rates of 24.2%, 27.5%, 26.7%, and 64.0% for Lung-RADS categories 1–4 A. A race-ethnicity disparity in adherence was observed among category 1, with non-Hispanic blacks less likely to adhere than non-Hispanic whites (OR[95% CI] = 0.59[0.41–0.85]). Among patients in categories 2 to 4 A, category 4 A was significantly more likely to adhere (OR[95% CI] = 3.18[1.86–5.40]) and having more nodules increased adherence (OR[95% CI] = 1.12[1.09–1.14]). Adherence to follow-up LDCT is suboptimal, driven by patient and nodule characteristics, and influenced by how physicians communicated initial CT results. These findings underscore the need for structured screening programs and consistent follow-up protocols to improve adherence and ensure effective lung cancer screening.

## Linked entities

- **Diseases:** lung cancer (MONDO:0005138)

## Full-text entities

- **Diseases:** nodule (MESH:D016606), pulmonary nodule (MESH:D055613), lung cancer (MESH:D008175)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

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## References

4 references — full list in the complete paper: https://tomesphere.com/paper/PMC12335435/full.md

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Source: https://tomesphere.com/paper/PMC12335435