Share:
Share this content in WeChat
X
Review
Research progress of resting-state functional magnetic resonance imaging in cervicogenic headache
ZHANG Tianlong  SONG Min  ZHANG Yanjun  SONG Yongjia 

DOI:10.12015/issn.1674-8034.2026.02.022.


[Abstract] Cervicogenic headache (CEH) is a type of head and facial pain caused by disorders of the cervical spine or cervical soft tissues. Its clinical manifestations often overlap with other types of headaches, and the lack of specific biological markers makes diagnosis challenging. At present, understanding of its neural mechanisms remains insufficient, and there is an urgent need to systematically review related imaging research progress to promote accurate diagnosis and treatment. Resting-state functional magnetic resonance imaging (rs-fMRI) can non-invasively reveal spontaneous brain neural activity and changes in functional connectivity and has become an important tool for exploring central remodeling features in CEH. This article provides a systematic review of recent rs-fMRI research in the field of CEH, summarizing its application progress in revealing patterns of brain dysfunction and assisting in differential diagnosis, while pointing out that existing studies still have limitations in sample size, mechanistic depth, and clinical translation. Future research needs to further explore these aspects by integrating multimodal imaging and longitudinal designs. This article aims to integrate existing evidence, deepen the understanding of the central mechanism of CEH, and provide a reference for the research of rs-fMRI in CEH.
[Keywords] cervicogenic headache;chronic pain;central sensitization;magnetic resonance imaging;functional connectivity;brain networks

ZHANG Tianlong1, 2   SONG Min1*   ZHANG Yanjun2   SONG Yongjia1  

1 Gansu University of Chinese Medicine, School of Traditional Chinese Clinical Medicine, Lanzhou 730030, China

2 Department of Spine and Bone Ⅱ, Gansu Provincial Hospital of Traditional Chinese Medicine, Lanzhou 730050, China

Corresponding author: SONG M, E-mail: sm@gszy.edu.cn

Conflicts of interest   None.

Received  2025-10-15
Accepted  2026-01-31
DOI: 10.12015/issn.1674-8034.2026.02.022
DOI:10.12015/issn.1674-8034.2026.02.022.

[1]
PIOVESAN E J, UTIUMI M A T, GROSSI D B. Cervicogenic headache–How to recognize and treat[J/OL]. Best Pract Res Clin Rheumatol, 2024, 38(1): 101931 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/38388233/. DOI: 10.1016/j.berh.2024.101931.
[2]
CHRISTENSEN R H, AL-KHAZALI H M, GOLLION C, et al. White matter tract differences in persistent post-traumatic headache, migraine, and healthy controls: a diffusion tensor imaging study[J/OL]. J Headache Pain, 2025, 26(1): 155 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/40615814/. DOI: 10.1186/s10194-025-02084-2.
[3]
RAHMAN SIDDIQUEE M M, SHAH J, CHONG C, et al. Headache classification and automatic biomarker extraction from structural MRIs using deep learning[J/OL]. Brain Commun, 2022, 5: fcac311 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/36751567/. DOI: 10.1093/braincomms/fcac311.
[4]
FERNÁNDEZ-DE-LAS-PEÑAS C, COOK C, CLELAND J A, et al. The cervical spine in tension type headache[J/OL]. Musculoskelet Sci Pract, 2023, 66: 102780 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/37268552/. DOI: 10.1016/j.msksp.2023.102780.
[5]
VERMA S, TRIPATHI M, CHANDRA P S. Cervicogenic Headache: Current Perspectives[J/OL]. Neurology India, 2021, 69: S194-S198 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/34003165/. DOI: 10.4103/0028-3886.315992.
[6]
HUANG J, CHENG R T, LIU X S, et al. Abnormal static and dynamic functional connectivity of networks related to cognition in patients with subcortical ischemic vascular disease[J]. Neuroradiology, 2022, 64(6): 1201-1211. DOI: 10.1007/s00234-022-02895-z.
[7]
CHAN Y H, GIRISH D, GUPTA S, et al. Discovering robust biomarkers of psychiatric disorders from resting-state functional MRI via graph neural networks: a systematic review[J/OL]. Neuroimage, 2025, 319: 121422 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/40886780/. DOI: 10.1016/j.neuroimage.2025.121422.
[8]
ZHU K, CHANG J C, ZHANG S Y, et al. The enhanced connectivity between the frontoparietal, somatomotor network and thalamus as the most significant network changes of chronic low back pain[J/OL]. Neuroimage, 2024, 290: 120558 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/38437909/. DOI: 10.1016/j.neuroimage.2024.120558.
[9]
SPARACIA G, PARLA G, CANNELLA R, et al. Resting-state functional magnetic resonance imaging for brain tumor surgical planning: feasibility in clinical setting[J/OL]. World Neurosurg, 2019, 131: 356-363 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/31658578/. DOI: 10.1016/j.wneu.2019.07.022.
[10]
CAO Z J, YU W J, ZHANG Z X, et al. Decreased gray matter volume in the frontal cortex of migraine patients with associated functional connectivity alterations: a VBM and rs-FC study[J/OL]. Pain Res Manag, 2022, 2022: 2115956 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/35126799/. DOI: 10.1155/2022/2115956.
[11]
PARK S, LEE D A, LEE H J, et al. Brain networks in migraine with and without aura: an exploratory arterial spin labeling MRI study[J]. Acta Neurol Scand, 2022, 145(2): 208-214. DOI: 10.1111/ane.13536.
[12]
WENG C J, LI W J, YAO Z Y, et al. A research of the resting state network in patients with chronic neck and shoulder pain of cervical spondylosis[J]. Chin J Magn Reson Imaging, 2020, 11(7): 511-517. DOI: 10.12015/issn.1674-8034.2020.07.007.
[13]
MARTÍNEZ-MERINERO P, ANEIROS TARANCÓN F, MONTAÑEZ-AGUILERA J, et al. Interaction between pain, disability, mechanosensitivity and cranio-cervical angle in subjects with cervicogenic headache: a cross-sectional study[J/OL]. J Clin Med, 2021, 10(1): 159 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/33466533/. DOI: 10.3390/jcm10010159.
[14]
CHARLES A C, DIGRE K B, GOADSBY P J, et al. Calcitonin gene-related peptide-targeting therapies are a first-line option for the prevention of migraine: an American Headache Society position statement update[J]. Headache, 2024, 64(4): 333-341. DOI: 10.1111/head.14692.
[15]
WANG W, ZHU C L, MARTELLETTI P. Understanding headaches attributed to cranial and/or cervical vascular disorders: insights and challenges for neurologists[J]. Pain Ther, 2024, 13(6): 1429-1445. DOI: 10.1007/s40122-024-00668-5.
[16]
XU Y, GAO Y, JIANG L, et al. Global trends in research on cervicogenic headache: a bibliometric analysis[J/OL]. Front Neurol, 2023, 14: 1169477 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/37153673/. DOI: 10.3389/fneur.2023.1169477.
[17]
SADEGHPOUR M, ABDOLIZADEH A, YOUSEFI P, et al. New daily persistent headache (NDPH): unraveling the complexities of diagnosis, pathophysiology, and treatment[J]. Curr Pain Headache Rep, 2023, 27(10): 551-559. DOI: 10.1007/s11916-023-01161-y.
[18]
JIN X, LI C X, ZHANG Q Y, et al. Efficacy and safety of ultrasound-guided pulsed radiofrequency for cervicogenic headache: a retrospective study focusing on the C2 dorsal root ganglion at the C1-2 level[J]. J Oral Facial Pain Headache, 2025, 39(1): 112-118. DOI: 10.22514/jofph.2025.010.
[19]
MU C G, DANG X L, LUO X J. Mendelian randomization analyses reveal causal relationships between brain functional networks and risk of psychiatric disorders[J]. Nat Hum Behav, 2024, 8(7): 1417-1428. DOI: 10.1038/s41562-024-01879-8.
[20]
MINGELS S, DANKAERTS W, VAN ETTEN L, et al. Exploring multidimensional characteristics in cervicogenic headache: Relations between pain processing, lifestyle, and psychosocial factors[J/OL]. Brain Behav, 2021, 11(10): e2339 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/34473413/. DOI: 10.1002/brb3.2339.
[21]
WOOLF C J. Central sensitization: implications for the diagnosis and treatment of pain[J/OL]. Pain, 2011, 152(3Suppl): S2-S15 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/20961685/. DOI: 10.1016/j.pain.2010.09.030.
[22]
SEBASTIANELLI G, CASILLO F, ABAGNALE C, et al. Central sensitization mechanisms in chronic migraine with medication overuse headache: a study of thalamocortical activation and lateral cortical inhibition[J/OL]. Cephalalgia, 2023, 43(10): 3331024231202240 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/37795647/. DOI: 10.1177/03331024231202240.
[23]
WEN Q W, WANG Y F, PAN Q, et al. microRNA-155-5p promotes neuroinflammation and central sensitization via inhibiting SIRT1 in a nitroglycerin-induced chronic migraine mouse model[J/OL]. J Neuroinflammation, 2021, 18(1): 287 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/34893074/. DOI: 10.1186/s12974-021-02342-5.
[24]
KIM Y E, KIM M K, SUH S I, et al. Altered trigeminothalamic spontaneous low-frequency oscillations in migraine without aura: a resting-state fMRI study[J/OL]. BMC Neurol, 2021, 21(1): 342 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/34493235/. DOI: 10.1186/s12883-021-02374-7.
[25]
WEN J J, GAO Y Y, LI M T, et al. Regional abnormalities of spontaneous brain activity in migraine: a coordinate-based meta-analysis[J]. J Neurosci Res, 2023, 101(8): 1205-1223. DOI: 10.1002/jnr.25191.
[26]
LI Z J, ZENG F, YIN T, et al. Acupuncture modulates the abnormal brainstem activity in migraine without aura patients[J/OL]. Neuroimage Clin, 2017, 15: 367-375 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/28580293/. DOI: 10.1016/j.nicl.2017.05.013.
[27]
FANG K W, WANG Y R, ZHANG L, et al. A resting-state fMRI study: regional homogeneity alterations in patients with cervicogenic headache[J]. Chin J Pain Med, 2020, 26(5): 350-356. DOI: 10.3969/j.issn.1006-9852.2020.05.009.
[28]
WANG F Y, LIU Q, LI B, et al. Multivariate pattern analysis for evaluating resting-state brain functional connectivity changes in patients with chronic neck and shoulder pain[J]. Chin J Med Imag Technol, 2023, 39(4): 514-519. DOI: 10.13929/j.issn.1003-3289.2023.04.007.
[29]
WANG W, YUAN Z Y, ZHANG X Y, et al. Mapping the aberrant brain functional connectivity in new daily persistent headache: a resting-state functional magnetic resonance imaging study[J/OL]. J Headache Pain, 2023, 24(1): 46 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/37098469/. DOI: 10.1186/s10194-023-01577-2.
[30]
WANG S Q, WANG H P, LIU X J, et al. A resting-state functional MRI study in patients with vestibular migraine during interictal period[J]. Acta Neurol Belg, 2023, 123(1): 99-105. DOI: 10.1007/s13760-021-01639-9.
[31]
JIA X Z, LI M T, WANG C J, et al. Local brain abnormalities in emotional disorders: Evidence from resting state fMRI studies[J/OL]. Wires Cogn Sci, 2024, 15(6): e1694 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/39284783/. DOI: 10.1002/wcs.1694.
[32]
HU J J, JIANG N, CHEN J, et al. Altered regional homogeneity in patients with congenital blindness: a resting-state functional magnetic resonance imaging study[J/OL]. Front Psychiatry, 2022, 13: 925412 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/35815017/. DOI: 10.3389/fpsyt.2022.925412.
[33]
ZHANG Q, DING H. Meta-analysis of resting-state fMRI in cervical spondylosis patients using AES-SDM[J/OL]. Front Neurol, 2024, 15: 1439939 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/39381074/. DOI: 10.3389/fneur.2024.1439939.
[34]
CHEN Z W, RONG L Q, XIAO L J, et al. Altered brain function in patients with vestibular migraine: a study on resting state functional connectivity[J]. Neuroradiology, 2023, 65(3): 579-590. DOI: 10.1007/s00234-022-03086-6.
[35]
ZHAO N, YUE J, FENG Z J, et al. The location reliability of the resting-state fMRI FC of emotional regions towards rTMS therapy[J]. Neuroinformatics, 2022, 20(4): 1055-1064. DOI: 10.1007/s12021-022-09585-4.
[36]
CHEN Y, YU C X, LI B, et al. A research of the default mode network in patients with chronic neck and shoulder pain of cervical spondylotic radiculopathy[J]. Chin J Magn Reson Imaging, 2020, 11(3): 211-215. DOI: 10.12015/issn.1674-8034.2020.03.011.
[37]
NAMGUNG J Y, NOH E, JANG Y, et al. A robust multimodal brain MRI-based diagnostic model for migraine: validation across different migraine phases and longitudinal follow-up data[J/OL]. J Headache Pain, 2025, 26(1): 5 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/39789428/. DOI: 10.1186/s10194-024-01946-5.
[38]
ZHONG S J, LIU S T, QIU M Y, et al. Functional connectivity of electroencephalographic signals in migraine under somatosensory stimulation[J]. Prog Biochem Biophys, 2023, 50(10): 2496-2508. DOI: 10.16476/j.pibb.2023.0166.
[39]
HRANILOVICH J A, LEGGET K T, DODD K C, et al. Functional magnetic resonance imaging of headache: Issues, best-practices, and new directions, a narrative review[J]. Headache, 2023, 63(3): 309-321. DOI: 10.1111/head.14487.
[40]
GAO Z, CUI M J, XU C, et al. Predicting acupuncture efficacy for neck pain based on functional connectivity features: a machine learning study[J/OL]. Ann Med, 2025, 57(1): 2548388 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/40847552/. DOI: 10.1080/07853890.2025.2548388.
[41]
BAUMBACH P, MEIßNER W, REICHENBACH J R, et al. Functional connectivity and neurotransmitter impairments of the salience brain network in chronic low back pain patients: a combined resting-state functional magnetic resonance imaging and 1 H-MRS study[J]. Pain, 2022, 163(12): 2337-2347. DOI: 10.1097/j.pain.0000000000002626.
[42]
FAUCHON C, MEUNIER D, ROGACHOV A, et al. Sex differences in brain modular organization in chronic pain[J]. Pain, 2021, 162(4): 1188-1200. DOI: 10.1097/j.pain.0000000000002104.
[43]
ARSLAN D, ÜNAL ÇEVIK I. Interactions between the painful disorders and the autonomic nervous system[J/OL]. Agri, 2022 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/35792695/. DOI: 10.14744/agri.2021.43078.
[44]
DE MELLO ROSA G H, ULLAH F, DE PAIVA Y B, et al. Ventrolateral periaqueductal gray matter integrative system of defense and antinociception[J]. Pflügers Arch Eur J Physiol, 2022, 474(4): 469-480. DOI: 10.1007/s00424-022-02672-0.
[45]
LIU M, TAN Y M, ZHANG C L, et al. Cortical anatomy plasticity in cases of cervical spondylotic myelopathy associated with decompression surgery: a strobe-compliant study of structural magnetic resonance imaging[J/OL]. Medicine, 2021, 100(4): e24190 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/33530210/. DOI: 10.1097/MD.0000000000024190.
[46]
CROPPER H C, CONWAY C M, WYCHE W, et al. Glial activation in pain and emotional processing regions in the nitroglycerin mouse model of chronic migraine[J]. Headache, 2024, 64(8): 973-982. DOI: 10.1111/head.14740.
[47]
BAGÓ-MAS A, KORIMOVÁ A, BRETOVÁ K, et al. Repeated administrations of polyphenolic extracts prevent chronic reflexive and non-reflexive neuropathic pain responses by modulating gliosis and CCL2-CCR2/CX3CL1-CX3CR1 signaling in spinal cord-injured female mice[J/OL]. Int J Mol Sci, 2025, 26(7): 3325 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/40244217/. DOI: 10.3390/ijms26073325.
[48]
CAO Y, ZHAN Y R, DU M, et al. Disruption of human brain connectivity networks in patients with cervical spondylotic myelopathy[J]. Quant Imaging Med Surg, 2021, 11(8): 3418-3430. DOI: 10.21037/qims-20-874.
[49]
CHENG L L, ZHANG J X, XI H Y, et al. Abnormalities of brain structure and function in cervical spondylosis: a multi-modal voxel-based meta-analysis[J/OL]. Front Neurosci, 2024, 18: 1415411 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/38948928/. DOI: 10.3389/fnins.2024.1415411.
[50]
LI Z H, JIANG J, JIANG X F, et al. Abnormal alterations in structure-function coupling at the modular level in patients with postherpetic neuralgia[J/OL]. Sci Rep, 2025, 15(1): 2377 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/39827190/. DOI: 10.1038/s41598-025-86908-w.
[51]
WIERENGA L M, VAN DEN HEUVEL M P, VAN DIJK S, et al. The development of brain network architecture[J]. Hum Brain Mapp, 2016, 37(2): 717-729. DOI: 10.1002/hbm.23062.
[52]
DUMKRIEGER G, CHONG C D, ROSS K, et al. The value of brain MRI functional connectivity data in a machine learning classifier for distinguishing migraine from persistent post-traumatic headache[J/OL]. Front Pain Res, 2023, 3: 1012831 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/36700144/. DOI: 10.3389/fpain.2022.1012831.
[53]
SILVA PEREIRA S, HINDRIKS R, MÜHLBERG S, et al. Effect of field spread on resting-state magneto encephalography functional network analysis: a computational modeling study[J]. Brain Connect, 2017, 7(9): 541-557. DOI: 10.1089/brain.2017.0525.
[54]
ŠEDÝ J, ROCABADO M, OLATE L E, et al. Neural basis of etiopathogenesis and treatment of cervicogenic orofacial pain[J/OL]. Medicina, 2022, 58(10): 1324 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/36295485/. DOI: 10.3390/medicina58101324.
[55]
ZHANG X Y, LIANG C H, FENG M M, et al. Aberrant brain structural-functional connectivity coupling associated with cognitive dysfunction in different cerebral small vessel disease burdens[J/OL]. CNS Neurosci Ther, 2024, 30(9): e70005 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/39228091/. DOI: 10.1111/cns.70005.
[56]
QIAN P H, MANUBENS-GIL L, JIANG S D, et al. Non-homogenous axonal bouton distribution in whole-brain single-cell neuronal networks[J/OL]. Cell Rep, 2024, 43(3): 113871 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/38451816/. DOI: 10.1016/j.celrep.2024.113871.
[57]
CHRISTENSEN R H, AL-KHAZALI H M, ILJAZI A, et al. Functional magnetic resonance imaging of post-traumatic headache: a systematic review[J/OL]. Curr Pain Headache Rep, 2025, 29(1): 27 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/39812946/. DOI: 10.1007/s11916-024-01351-2.
[58]
AGHAJI A, BURCHETT H E D, OGUEGO N, et al. Human resource and governance challenges in the delivery of primary eye care: a mixed methods feasibility study in Nigeria[J/OL]. BMC Health Serv Res, 2021, 21(1): 1321 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/34893081/. DOI: 10.1186/s12913-021-07362-8.
[59]
GOTO M, ABE O, HAGIWARA A, et al. Advantages of using both voxel- and surface-based morphometry in cortical morphology analysis: a review of various applications[J]. Magn Reson Med Sci, 2022, 21(1): 41-57. DOI: 10.2463/mrms.rev.2021-0096.
[60]
SIC A, BOGICEVIC M, BREZIC N, et al. Chronic stress and headaches: the role of the HPA axis and autonomic nervous system[J/OL]. Biomedicines, 2025, 13(2): 463 [2025-10-14]. https://pubmed.ncbi.nlm.nih.gov/40002876/. DOI: 10.3390/biomedicines13020463.
[61]
ASHINA M, TERWINDT G M, AL-KARAGHOLI M A, et al. Migraine: disease characterisation, biomarkers, and precision medicine[J]. Lancet, 2021, 397(10283): 1496-1504. DOI: 10.1016/S0140-6736(20)32162-0.

PREV Research progress on cerebellar magnetic resonance imaging in type 2 diabetes mellitus
NEXT Multimodal research advances in MRI and artificial intelligence for vascular cognitive impairment
  



Tel & Fax: +8610-67113815    E-mail: editor@cjmri.cn