AI Article Synopsis

  • Idiopathic pulmonary fibrosis (IPF) is a serious lung disease that progressively leads to respiratory failure, and its exact causes remain unknown despite research advancements.
  • The study compares the fractal dimension of lung architecture in IPF patients to other conditions, finding that IPF patients exhibit greater architectural distortion, which could serve as a new prognostic marker.
  • Results indicated that higher fractal dimensions correlate with increased lung damage and poorer outcomes for IPF patients, showcasing the potential for using fractal analysis in understanding disease progression.

Article Abstract

Idiopathic pulmonary fibrosis (IPF) is a chronic, progressive fibrotic lung disorder, ultimately leading to respiratory failure and death. Despite great research advances in understanding the mechanisms underlying the disease, its diagnosis, and its treatment, IPF still remains idiopathic without known biological or histological markers able to predict disease progression or response to treatment. The histologic hallmark of IPF is usual interstitial pneumonia (UIP), with its intricate architectural distortion and temporal inhomogeneity. We hypothesize that normal lung alveolar architecture can be compared to fractals, such as the Pythagoras tree with its fractal dimension (), and every pathological insult, distorting the normal lung structure, could result in variations. In this study, we aimed to assess the UIP histologic fractal dimension in relationship to other morphometric parameters in newly diagnosed IPF patients and its possible role in the prognostic stratification of the disease. Clinical data and lung tissue specimens were obtained from twelve patients with IPF, twelve patients with non-specific interstitial pneumonia (NSIP), and age-matched "healthy" control lung tissue from patients undergoing lung surgery for other causes. Histology and histomorphometry were performed to evaluate and lacunarity measures, using the box counting method on the FracLac ImageJ plugin. The results showed that was significantly higher in IPF patients compared to controls and fibrotic NSIP patients, indicating greater architectural distortion in IPF. Additionally, high values were associated with higher fibroblastic foci density and worse prognostic outcomes in IPF, suggesting that may serve as a potential novel prognostic marker for IPF. The scalability of measurements was demonstrated through repeated measurements on smaller portions from the same surgical biopsies, which were selected to mimic a cryobiopsy. Our study provides further evidence to support the use of fractal morphometry as a tool for quantifying and determining lung tissue remodeling in IPF, and we demonstrated a significant correlation between histological and radiological in UIP pattern, as well as a significant association between and FF density. Furthermore, our study demonstrates the scalability and self-similarity of measurements across different biopsy types, including surgical and smaller specimens.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10216340PMC
http://dx.doi.org/10.3390/biomedicines11051483DOI Listing

Publication Analysis

Top Keywords

lung tissue
12
ipf
10
analysis idiopathic
8
idiopathic pulmonary
8
pulmonary fibrosis
8
interstitial pneumonia
8
architectural distortion
8
normal lung
8
fractal dimension
8
ipf patients
8

Similar Publications

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!