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Reorganization of functional brain network architecture in chronic osteoarthritis pain
- Source :
- Human Brain Mapping
- Publication Year :
- 2021
- Publisher :
- Wiley, 2021.
-
Abstract
- Osteoarthritis (OA) manifests with chronic pain, motor impairment, and proprioceptive changes. However, the role of the brain in the disease is largely unknown. Here, we studied brain networks using the mathematical properties of graphs in a large sample of knee and hip OA (KOA, n = 91; HOA, n = 23) patients. We used a robust validation strategy by subdividing the KOA data into discovery and testing groups and tested the generalizability of our findings in HOA. Despite brain global topological properties being conserved in OA, we show there is a network wide pattern of reorganization that can be captured at the subject‐level by a single measure, the hub disruption index. We localized reorganization patterns and uncovered a shift in the hierarchy of network hubs in OA: primary sensory and motor regions and parahippocampal gyrus behave as hubs and insular cortex loses its central placement. At an intermediate level of network structure, frontoparietal and cingulo‐opercular modules showed preferential reorganization. We examined the association between network properties and clinical correlates: global disruption indices and isolated degree properties did not reflect clinical parameters; however, by modeling whole brain nodal degree properties, we identified a distributed set of regions that reliably predicted pain intensity in KOA and generalized to hip OA. Together, our findings reveal that while conserving global topological properties, brain network architecture reorganizes in OA, at both global and local scale. Network connectivity related to OA pain intensity is dissociated from the major hub disruptions, challenging the extent of dependence of OA pain on nociceptive signaling.<br />Osteoarthritis (OA) manifests with chronic pain, motor impairment and proprioceptive changes. However, the role of the brain in the disease is largely unknown. Here, we studied brain networks using the mathematical properties of graphs in knee and hip OA. We show that while conserving global topological properties, brain network architecture reorganizes in OA, at both global and local scale. Network connectivity related to OA pain intensity is dissociated from the major hub disruptions found:insula/M1/S1/parahippocampus; challenging the extent of dependence of OA pain on nociceptive signaling.
- Subjects :
- Male
Sensory system
Osteoarthritis
Biology
Insular cortex
050105 experimental psychology
Osteoarthritis, Hip
03 medical and health sciences
0302 clinical medicine
medicine
Connectome
Humans
0501 psychology and cognitive sciences
Radiology, Nuclear Medicine and imaging
Research Articles
Aged
Cerebral Cortex
Network architecture
Radiological and Ultrasound Technology
Proprioception
05 social sciences
Chronic pain
graph properties
Middle Aged
Osteoarthritis, Knee
medicine.disease
Arthralgia
Magnetic Resonance Imaging
brain networks
osteoarthritis
medicine.anatomical_structure
Nociception
Neurology
brain topology
Female
Neurology (clinical)
Anatomy
Chronic Pain
Nerve Net
Neuroscience
030217 neurology & neurosurgery
Parahippocampal gyrus
Research Article
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Human Brain Mapping
- Accession number :
- edsair.doi.dedup.....e13e08d14b61b51681f914b758da83b0