Oct 2026· Frontiers in Immunology· Vol 17· 0 citations· 25 references
TL;DR
Multivariate analysis revealed that bilateral lung SUV max and FVC%pred were associated with the occurrence of PPF, and this nomogram holds potential for clinical application.
Abstract
This study aims to investigate the role of
18
F-FDG PET-CT in the development of progressive pulmonary fibrosis (PPF) in patients with idiopathic inflammatory myopathy-associated interstitial lung disease (IIM-ILD) and to develop a predictive nomogram model.
This study retrospectively included patients diagnosed with IIM-ILD who underwent
18
F-FDG PET-CT at Ruijin Hospital between 2018 and 2024. The baseline characteristics, IIM types, myositis antibodies, laboratory tests, pulmonary function, ILD subtypes,
18
F-FDG PET-CT findings, and treatment were collected. Enrolled patients were divided into PPF and non-PPF groups according to diagnostic criteria. Clinical features were compared between the two groups, and logistic regression analysis was performed to identify risk factors for PPF. All identified risk factors were combined to construct the predictive nomogram. Receiver operating characteristic curve, calibration plot, and decision curve analysis were used to evaluate the accuracy and efficiency of this predictive model. Additionally, we drew the survival curve of PPF and non-PPF, and compared the maximum standardized uptake value (SUV
max
) between short-term death and long-term survival.
A total of 71 eligible IIM-ILD patients were included, of whom 29 developed PPF within one year of follow-up. Multivariate analysis revealed that bilateral lung SUV
max
and FVC%pred were associated with the occurrence of PPF. The calibration plot demonstrated excellent agreement between the predicted and actual observed probability of PPF (Hosmer–Lemeshow test:
P
= 0.143). The predictive nomogram achieved an area under the curve of 0.887 (95%
CI
: 0.805–0.969). The SUV
max
in the lungs was significantly higher in the PPF group than in the non-PPF group (
P
< 0.001). Moreover, lung SUVmax was significantly higher in patients who died within one year than in those who survived for more than five years (
P
= 0.014). In addition, patients with PPF had a significantly lower survival rate than those without PPF (
P
= 0.040).
18
F-FDG PET-CT and FVC% pred are associated with the occurrence of PPF. The prognosis of PPF is poor, and high SUV
max
is correlated with short-term mortality. Exhibiting robust discrimination and calibration, this nomogram holds potential for clinical application.
BACKGROUND
The prognosis of progressive pulmonary fibrosis (PPF) in idiopathic inflammatory myopathy-associated interstitial lung disease (IIM-ILD) is poor, and current strategies for predicting its development are limited. This study aimed to use machine learning to integrate quantitative computed tomography (QCT) and...
Chao Sun, Wen-Xin Wu, Yi-Jie Li et al.· Respiratory Medicine· 0 citations
AISI and serum KL-6 may serve as accessible, non-invasive blood-based biomarkers associated with fibrotic progression in patients with IIM-ILD and showed the highest discriminative ability among the evaluated biomarkers.
M. Ishiwari, Yutaka Kono, Kenichi Kobayashi et al.· Multidisciplinary Respirator...· 0 citations
Abstract Background Identifying progression in fibrotic interstitial lung disease (f-ILD) is essential for treatment decisions and prognostication. Quantitative CT (qCT) may improve detection of progressive pulmonary fibrosis (PPF). We evaluated whether routine qCT enhances identification of disease progression. Method...
Emma Janska, Giles Dixon, Joseph Page et al.· BMJ Open Respiratory Researc...· 0 citations
Purpose To investigate the correlation of 18F-FDG PET/CT metabolic patterns and clinical parameters with disease severity in patients with autoimmune encephalitis (AE). Methods We retrospectively analyzed 35 AE patients who underwent 18F-FDG PET/CT at the Second Affiliated Hospital of Soochow University between March 2...
Bao-Cheng Liu, Ning Wang, Wei-Wei Kong et al.· Frontiers in Neurology· 0 citations
BACKGROUND
The clinical utility of 18F-FDG PET/CT in children diagnosed with Langerhans cell histiocytosis (LCH) who present with a clinically isolated lesion remains unclear. This study aimed to assess the added value of 18F-FDG PET/CT in identifying occult lesions and assessing its impact on disease classification an...
Xin Wen, Shu-Xin Zhang, Xia Lu et al.· Pediatric Blood & Cancer· 0 citations