Back to Search
Start Over
Osteoid Metaplasia in Femoral Artery Plaques Is Associated With the Clinical Severity of Lower Extremity Artery Disease in Men
- Source :
- Frontiers in Cardiovascular Medicine, Frontiers in Cardiovascular Medicine, Vol 7 (2020)
- Publication Year :
- 2020
-
Abstract
- Lamellar metaplastic bone, osteoid metaplasia (OM), is found in atherosclerotic plaques, especially in the femoral arteries. In the carotid arteries, OM has been documented to be associated with plaque stability. This study investigated the clinical impact of OM load in femoral artery plaques of patients with lower extremity artery disease (LEAD) by using a deep learning-based image analysis algorithm. Plaques from 90 patients undergoing endarterectomy of the common femoral artery were collected and analyzed. After decalcification and fixation, 4-μm-thick longitudinal sections were stained with hematoxylin and eosin, digitized, and uploaded as whole-slide images on a cloud-based platform. A deep learning-based image analysis algorithm was trained to analyze the area percentage of OM in whole-slide images. Clinical data were extracted from electronic patient records, and the association with OM was analyzed. Fifty-one (56.7%) sections had OM. Females with diabetes had a higher area percentage of OM than females without diabetes. In male patients, the area percentage of OM inversely correlated with toe pressure and was significantly associated with severe symptoms of LEAD including rest pain, ulcer, or gangrene. According to our results, OM is a typical feature of femoral artery plaques and can be quantified using a deep learning-based image analysis method. The association of OM load with clinical features of LEAD appears to differ between male and female patients, highlighting the need for a gender-specific approach in the study of the mechanisms of atherosclerotic disease. In addition, the role of plaque characteristics in the treatment of atherosclerotic lesions warrants further consideration in the future.
- Subjects :
- medicine.medical_specialty
lcsh:Diseases of the circulatory (Cardiovascular) system
medicine.medical_treatment
H&E stain
Femoral artery
030204 cardiovascular system & hematology
Cardiovascular Medicine
histology
03 medical and health sciences
0302 clinical medicine
medicine.artery
Diabetes mellitus
Metaplasia
medicine
030212 general & internal medicine
Endarterectomy
Fixation (histology)
Original Research
Gangrene
osteoid metaplasia
business.industry
Osteoid
lower extremity artery disease (LEAD)
medicine.disease
artificial intelligence
machine learning
lcsh:RC666-701
3121 General medicine, internal medicine and other clinical medicine
Radiology
medicine.symptom
atherosclerosis
Cardiology and Cardiovascular Medicine
business
digital pathology
Subjects
Details
- ISSN :
- 2297055X
- Volume :
- 7
- Database :
- OpenAIRE
- Journal :
- Frontiers in cardiovascular medicine
- Accession number :
- edsair.doi.dedup.....6d155009d94deaa85460468fa4732163