Evidence map›Paper›PMID 42656466›Full record

ArticleFrontiers in molecular neuroscience2026

Transcriptional signatures of aberrant brain functional network topology in chronic low back pain with lumbar disc herniation.

Chuanxu Luo, Wanting Liu, Xiaoyi Liu, Han Xu, Hao Gu, Yapan Zhang, Fengchao Shi, Wenhui Li, Siyu Gu

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Article in Frontiers in molecular neuroscience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Chuanxu Luo *Department of Radiology, Yancheng Third People's Hospital, Affiliated Hospital 6 of Nantong University, Yancheng, China.
Wanting Liu *Department of Radiology, Yancheng Third People's Hospital, Affiliated Hospital 6 of Nantong University, Yancheng, China.
Xiaoyi LiuDepartment of Radiology, Yancheng Third People's Hospital, Affiliated Hospital 6 of Nantong University, Yancheng, China.
Han XuDepartment of Radiology, Yancheng Third People's Hospital, Affiliated Hospital 6 of Nantong University, Yancheng, China.
Hao GuDepartment of Radiology, Yancheng Third People's Hospital, Affiliated Hospital 6 of Nantong University, Yancheng, China.
Yapan ZhangDepartment of Radiology, Yancheng Third People's Hospital, Affiliated Hospital 6 of Nantong University, Yancheng, China.
Fengchao ShiDepartment of Orthopedics, Yancheng Third People's Hospital, Affiliated Hospital 6 of Nantong University, Yancheng, China.
Wenhui LiDepartment of Radiology, Yancheng Third People's Hospital, Affiliated Hospital 6 of Nantong University, Yancheng, China.
Siyu GuDepartment of Radiology, Yancheng Third People's Hospital, Affiliated Hospital 6 of Nantong University, Yancheng, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: The central pathophysiology of chronic low back pain (CLBP) secondary to lumbar disc herniation (LDH) remains poorly understood, particularly the link between macroscale brain network dysfunction and its microscale biological underpinnings. This study aimed to bridge this critical gap by integrating resting-state fMRI, graph theory, and imaging transcriptomics. Methods: Resting-state fMRI data were acquired from 62 CLBP patients with LDH and 67 matched healthy controls (HCs). Whole-brain functional networks were constructed for each participant by calculating functional connectivity (FC) between 90 anatomical regions. Graph theoretical analysis was employed to derive global and nodal topological metrics. Group differences were identified and correlated with clinical variables. Crucially, these neuroimaging phenotypes were spatially mapped against the Allen Human Brain Atlas (AHBA) to uncover potential spatial molecular vulnerabilities. Results: At the connectional level, CLBP patients with LDH exhibited widespread hypoconnectivity across sensorimotor, ventral attention, and default mode networks. Further topological analysis revealed a profound focal degradation of hub function in the cingulate cortex, characterized by significantly reduced nodal degree, efficiency, and betweenness centrality ( Conclusion: These findings reveal multi-level functional network alterations in CLBP with LDH, linking focal hub failure to potential spatial molecular vulnerabilities associated with neuroinflammation and synaptic remodeling.

Indexed as

brain network topologychronic low back paingraph theoryimaging transcriptomicsresting-state fMRI

Identifiers

PMID42656466
PMCPMC13506785

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.