Share:
Share this content in WeChat
X
Reviews
Progress on diffusion magnetic resonance imaging in assessing brain cognitive functional changes in patients with obstructive sleep apnea
HUA Yu  WANG Weiwei  HAN Bingyu  LI Mengying  MIAO Yanwei 

Cite this article as: HUA Y, WANG W W, HAN B Y, et al. Progress on diffusion magnetic resonance imaging in assessing brain cognitive functional changes in patients with obstructive sleep apnea[J]. Chin J Magn Reson Imaging, 2026, 17(3): 125-130. DOI:10.12015/issn.1674-8034.2026.03.018.


[Abstract] Obstructive sleep apnea (OSA) is a chronic disorder characterized by intermittent hypoxemia and sleep fragmentation as its core pathological features. It significantly increases the risk of cardiovascular events and metabolic syndrome, and also drives progressive degeneration of brain structure and cognitive function through oxidative stress and neurovascular unit impairment. The rapid advancement and innovation of diffusion magnetic resonance imaging (dMRI) techniques have provided critical tools for exploring the mechanisms of OSA-related brain injury. Among them, diffusion tensor imaging (DTI), based on diffusion weighted imaging (DWI), with its non-invasiveness, high resolution, and sensitivity to microstructural heterogeneity in white matter, has emerged as a cornerstone technology for elucidating OSA-associated neuropathology. Building on this foundation, emerging techniques such as diffusion kurtosis imaging (DKI), diffusion tensor imaging along the perivascular space (DTI-ALPS), and free-water diffusion tensor imaging (FW-DTI) have further expanded the scope of research. This article systematically reviews the impact of OSA on brain structure, network connectivity, glymphatic system function, and cognitive performance, with a focus on recent advancements in dMRI technologies and their clinical implications. It also points out the limitations of current studies and suggests directions for future research.
[Keywords] obstructive sleep apnea;diffusion magnetic resonance imaging;magnetic resonance imaging;brain structure;brain network;glymphatic system;cognitive function

HUA Yu   WANG Weiwei   HAN Bingyu   LI Mengying   MIAO Yanwei*  

Department of Radiology, the First Affiliated Hospital of Dalian Medical University, Dalian 116011, China

Corresponding author: MIAO Y W, E-mail: ywmiao716@163.com

Conflicts of interest   None.

Received  2025-10-22
Accepted  2025-12-30
DOI: 10.12015/issn.1674-8034.2026.03.018
Cite this article as: HUA Y, WANG W W, HAN B Y, et al. Progress on diffusion magnetic resonance imaging in assessing brain cognitive functional changes in patients with obstructive sleep apnea[J]. Chin J Magn Reson Imaging, 2026, 17(3): 125-130. DOI:10.12015/issn.1674-8034.2026.03.018.

[1]
BENJAFIELD A V, AYAS N T, EASTWOOD P R, et al. Estimation of the global prevalence and burden of obstructive sleep apnoea: a literature-based analysis[J]. The Lancet Respir Med, 2019, 7(8): 687-698. DOI: 10.1016/S2213-2600(19)30198-5.
[2]
LAJOIE A C, LAFONTAINE A L, KIMOFF R J, et al. Obstructive Sleep Apnea in Neurodegenerative Disorders: Current Evidence in Support of Benefit from Sleep Apnea Treatment[J/OL]. J Clinical Med, 2020, 9(2): 297 [2025-10-22]. https://pubmed.ncbi.nlm.nih.gov/31973065/. DOI: 10.3390/jcm9020297.
[3]
VANEK J, PRASKO J, GENZOR S, et al. Obstructive sleep apnea, depression and cognitive impairment[J]. Sleep Med, 2020, 72: 50-58. DOI: 10.1016/j.sleep.2020.03.017.
[4]
LÉGER D, STEPNOWSKY C. The economic and societal burden of excessive daytime sleepiness in patients with obstructive sleep apnea[J/OL]. Sleep Med Rev, 2020, 51: 101275 [2025-10-22]. https://pubmed.ncbi.nlm.nih.gov/32169792/. DOI: 10.1016/j.smrv.2020.101275.
[5]
YU C, FU Y, LU Y, et al. Alterations of brain gray matter volume in children with obstructive sleep apnea[J/OL]. Front Neurol, 2023, 14: 1107086 [2025-10-22]. https://pubmed.ncbi.nlm.nih.gov/37265465/. DOI: 10.3389/fneur.2023.1107086.
[6]
LI X, HUI Y, SHI H, et al. Altered cerebral blood flow and white matter during wakeful rest in patients with obstructive sleep apnea: a population-based retrospective study[J/OL]. Brit J Radiol, 2023, 96(1143): 20220867 [2025-10-22]. https://pubmed.ncbi.nlm.nih.gov/36715135/. DOI: 10.1259/bjr.20220867.
[7]
SHEN G, ZHANG H Y, GAO J, et al. Analysis of resting-state voxel-mirrored homotopic connectivity in severe obstructive sleep apnea[J]. Chin J Magn Reson Imaging, 2023, 14(11): 12-17, 61. DOI: 10.12015/issn.1674-8034.2023.11.003.
[8]
OBENAUS A, BADAUT J. Role of the non-invasive imaging techniques in monitoring and understanding the evolution of brain edema[J]. J Neurosci Res, 2022, 100(5): 1191-1200. DOI: 10.1002/jnr.24837.
[9]
KACAR E, SARINC ULASLI S, GÜNAY E, et al. Assessment of neural alterations in obstructive sleep apnoea syndrome: can apparent diffusion coefficient measurements be useful?[J]. Clin Respir J, 2016, 10(2): 189-197. DOI: 10.1111/crj.12201.
[10]
ALGIN O, GOKALP G, OCAKOGLU G, et al. Neurochemical-structural changes evaluation of brain in patients with obstructive sleep apnea syndrome[J]. Eur J Radiol, 2012, 81(3): 491-495. DOI: 10.1016/j.ejrad.2010.12.092.
[11]
KILICARSLAN R, ALKAN A, SHARIFOV R, et al. The effect of obesity on brain diffusion alteration in patients with obstructive sleep apnea[J/OL]. Sci World J, 2014, 2014: 768415 [2025-10-22]. https://pubmed.ncbi.nlm.nih.gov/24729752/. DOI: 10.1155/2014/768415.
[12]
WANG W, DOU B, WANG Q, et al. Comparison of MUSE-DWI and conventional DWI in the application of invasive breast cancer and malignancy grade prediction: a comparative study[J/OL]. Heliyon, 2024, 10(2): e24379 [2025-10-22]. https://pubmed.ncbi.nlm.nih.gov/38304790/. DOI: 10.1016/j.heliyon.2024.e24379.
[13]
NASIR Z A M, SAPIAI N A, FADZIL N A, et al. Role of diffusion tensor imaging to evaluate amygdala–hippocampal complex and superior temporal gyrus in treatment-resistant schizophrenia and non-treatment-resistant schizophrenia patients[J/OL]. Egypt J Radiol Nuc M, 2025, 56(1): 31 [2025-10-22]. https://link.springer.com/content/pdf/10.1186/s43055-025-01442-z.pdf. DOI: 10.1186/s43055-025-01442-z.
[14]
KESER Z, HASAN K M, MWANGI B, et al. Limbic Pathway Correlates of Cognitive Impairment in Multiple Sclerosis[J]. J Neuroimaging, 2017, 27(1): 37-42. DOI: 10.1111/jon.12381.
[15]
MAYO C D, GARCIA-BARRERA M A, MAZEROLLE E L, et al. Relationship Between DTI Metrics and Cognitive Function in Alzheimer's Disease[J/OL]. Front Aging Neurosci, 2019, 10: 436 [2025-10-22]. https://pubmed.ncbi.nlm.nih.gov/30687081/. DOI: 10.3389/fnagi.2018.00436.
[16]
HUANG H, FAN X, WEINER M, et al. Distinctive disruption patterns of white matter tracts in Alzheimer's disease with full diffusion tensor characterization[J]. Neurobiol Aging, 2012, 33(9): 2029-2045. DOI: 10.1016/j.neurobiolaging.2011.06.027.
[17]
MACEY P M, KUMAR R, WOO M A, et al. Brain structural changes in obstructive sleep apnea[J]. Sleep, 2008, 31(7): 967-977.
[18]
CHEN H L, HUANG C C, LIN H C, et al. White matter alteration and autonomic impairment in obstructive sleep apnea[J]. J Clin Sleep Med, 2020, 16(2): 293-302. DOI: 10.5664/jcsm.8186.
[19]
ZHANG B, ZHU D M, ZHAO W, et al. Selective microstructural integrity impairments of the anterior corpus callosum are associated with cognitive deficits in obstructive sleep apnea[J/OL]. Brain Behav, 2019, 9(12): e01482 [2025-10-22]. https://pubmed.ncbi.nlm.nih.gov/31749327/. DOI: 10.1002/brb3.1482.
[20]
MARK I, SEYEDSAADAT S M, BENSON J C, et al. Leukoaraiosis and collateral blood flow in stroke patients with anterior circulation large vessel occlusion[J]. J Neurointerv Surg, 2020, 12(10): 942-945. DOI: 10.1136/neurintsurg-2019-015652.
[21]
HO B L, TSENG P T, LAI C L, et al. Obstructive sleep apnea and cerebral white matter change: a systematic review and meta-analysis[J/OL]. J Neurol, 2018, 265(7): 1643-1653. DOI: 10.1007/s00415-018-8895-7.
[22]
MEI L, LI X, WANG S, et al. The Impacts of Obstructive Sleep Apnea Severity on Brain White Matter Integrity and Cognitive Functions in Children: A Diffusion Tensor Imaging Study[J]. Nat Sci Sleep, 2021, 13: 2125-2135. DOI: 10.2147/NSS.S329408.
[23]
LIN W C, HUANG C C, CHEN H L, et al. Longitudinal brain structural alterations and systemic inflammation in obstructive sleep apnea before and after surgical treatment[J/OL]. J Transl Med, 2016, 14: 139 [2025-10-22]. https://pubmed.ncbi.nlm.nih.gov/27188598/. DOI: 10.1186/s12967-016-0887-8.
[24]
SZENTKIRÁLYI A, HERMESDORF M, SUNDERMANN B, et al. Periodic limb movements in sleep are linked to decreased hippocampus and amygdala volumes in the population-based BiDirect Study[J/OL]. Sleep, 2023, 46(2): zsac263 [2025-10-22]. https://pubmed.ncbi.nlm.nih.gov/36330698/. DOI: 10.1093/sleep/zsac263.
[25]
ZHANG X Q, LU B X, LI T P. Correlation between white matter lesion and memory impairment in patients with obstructive sleep apnea syndrome[J]. Journal of Southern Medical University, 2009, 29(4): 825-829.
[26]
CHA J, ZEA-HERNANDEZ J A, SIN S, et al. The Effects of Obstructive Sleep Apnea Syndrome on the Dentate Gyrus and Learning and Memory in Children[J]. J Neurosci, 2017, 37(16): 4280-4288. DOI: 10.1523/JNEUROSCI.3583-16.2017.
[27]
LEE M H, YUN C H, MIN A, et al. Altered structural brain network resulting from white matter injury in obstructive sleep apnea[J/OL]. Sleep, 2019, 42(9): zsz120 [2025-10-22]. https://pubmed.ncbi.nlm.nih.gov/31260533/. DOI: 10.1093/sleep/zsz120.
[28]
VON LEUPOLDT A, SOMMER T, KEGAT S, et al. The Unpleasantness of Perceived Dyspnea Is Processed in the Anterior Insula and Amygdala[J]. Am J Respir Crit Care Med, 2008, 177(9): 1026-1032. DOI: 10.1164/rccm.200712-1821OC.
[29]
LEE M H, LEE S K, THOMAS R J, et al. Deep Learning–Based Assessment of Brain Connectivity Related to Obstructive Sleep Apnea and Daytime Sleepiness[J]. Nat Sci Sleep, 2021, 13: 1561-1572. DOI: 10.2147/NSS.S327110.
[30]
Working Group of Guideline for the Diagnosis and Surgical Treatment of Adult OSA; Subspecialty Group of Laryngopharyngology, Society of Otorhinolaryngology Head and Neck Surgery, Chinese Medical Association; Subspecialty Group of Voice, Society of Otorhinolaryngology Head and Neck Surgery, Chinese Medical Association; Editorial Board of Chinese Journal of Otorhinolaryngology Head and Neck Surgery. Guideline for the diagnosis and surgical treatment of adult obstructive sleep apnea (2024)[J]. Chinese Journal of Otorhinolaryngology Head and Neck Surgery, 2025, 60(7): 716-758. DOI: 10.3760/cma.j.cn115330-20250308-00133.
[31]
SALSONE M, CALIGIURI M E, CASTRONOVO V, et al. Microstructural changes in normal-appearing white matter in male sleep apnea patients are reversible after treatment: a pilot study[J]. J Neurosci Res, 2021, 99(10): 2646-2656. DOI: 10.1002/jnr.24858.
[32]
LIU X, WEI Z, CHEN L, et al. Effects of 3-month CPAP therapy on brain structure in obstructive sleep apnea: A diffusion tensor imaging study[J/OL]. Fronti Neurol, 2022, 13: 913193 [2025-10-22]. https://pubmed.ncbi.nlm.nih.gov/36071900/. DOI: 10.3389/fneur.2022.913193.
[33]
LIU X, WEI Z, TING L, et al. Microstructural Changes in the Cerebral White Matter After 12 Months of CPAP Treatment for Moderate to Severe Obstructive Sleep Apnoea: A TBSS Study[J]. Nat Sci Sleep, 2024, 16: 531-542. DOI: 10.2147/NSS.S460919.
[34]
CHAI Y, PARK H R, JO H, et al. White matter microstructure and connectivity changes after surgery in male adults with obstructive sleep apnea: recovery or reorganization?[J/OL]. Front Neurosci, 2023, 17: 1221290 [2025-10-22]. https://pubmed.ncbi.nlm.nih.gov/37841681/. DOI: 10.3389/fnins.2023.1221290.
[35]
KAMAGATA K, ANDICA C, KATO A, et al. Diffusion magnetic resonance imaging-based biomarkers for neurodegenerative diseases[J/OL]. Int J Mol Sci, 2021, 22(10): 5216 [2025-10-22]. https://pubmed.ncbi.nlm.nih.gov/34069159/. DOI: 10.3390/ijms22105216.
[36]
LIN S, LIN X, CHEN S, et al. Association of MRI Indexes of the Perivascular Space Network and Cognitive Impairment in Patients with Obstructive Sleep Apnea[J/OL]. Radiology, 2024, 311(3): e232274 [2025-10-22]. https://pubmed.ncbi.nlm.nih.gov/38888481/. DOI: 10.1148/radiol.232274.
[37]
DESIMONE J C, WANG W, LOEWENSTEIN D A, et al. Diffusion MRI relates to plasma Aβ42/40 in PET negative participants without dementia[J]. Alzheimers Dement, 2024, 20(4): 2830-2842. DOI: 10.1002/alz.13693.
[38]
CHIU S Y, CHEN R, WANG W E, et al. Longitudinal free-water changes in dementia with lewy bodies[J]. Movement Disord, 2024, 39(5): 836-846. DOI: 10.1002/mds.29763.
[39]
BARIL A, GAGNON K, DESCOTEAUX M, et al. Cerebral white matter diffusion properties and free‐water with obstructive sleep apnea severity in older adults[J]. Hum Brain Mapp, 2020, 41(10): 2686-2701. DOI: 10.1002/hbm.24971.
[40]
RAJ S, VYAS S, MODI M, et al. Comparative Evaluation of Diffusion Kurtosis Imaging and Diffusion Tensor Imaging in Detecting Cerebral Microstructural Changes in Alzheimer Disease[J]. Acad Radiol, 2022, 29Suppl 3: S63-S70. DOI: 10.1016/j.acra.2021.01.018.
[41]
ZHAO K, MA X Y, CHENG J L, et al. The value of DKI and DTI in the differential diagnosis of low-grade gliomas and encephalitis[J]. Chin J Magn Reson Imaging, 2024, 15(2): 1-6, 55. DOI: 10.12015/issn.1674-8034.2024.02.001.
[42]
MATSUMOTO N, SUGIMOTO T, YAMASHITA F, et al. A diffusion kurtosis imaging study of the relationship between whole brain microstructure and cognitive function in older adults with mild cognitive impairment[J]. Acta Radiol, 2025, 66(1): 107-114. DOI: 10.1177/02841851241295394.
[43]
ZHANG H, WANG Z, CHAN K H, et al. The use of diffusion kurtosis imaging for the differential diagnosis of Alzheimer's disease spectrum[J/OL]. Brain Sci, 2023, 13(4): 595 [2025-10-22]. https://pubmed.ncbi.nlm.nih.gov/37190560/. DOI: 10.3390/brainsci13040595.
[44]
ANAND T, ISHAQUE A, TA D, et al. Characterization of white matter alterations using diffusion kurtosis imaging in patients with amyotrophic lateral sclerosis[J/OL]. Brain Behav, 2023, 13(7): e3102 [2025-10-22]. https://pubmed.ncbi.nlm.nih.gov/37279166/. DOI: 10.1002/brb3.3102.
[45]
WELTON T, HARTONO S, SHIH Y C, et al. Microstructure of brain nuclei in early parkinson's disease: longitudinal diffusion kurtosis imaging[J]. J Parkinson Dis, 2023, 13(2): 233-242. DOI: 10.3233/JPD-225095.
[46]
HASHIM Z, GUPTA M, NEYAZ Z, et al. Biophysical modeling and diffusion kurtosis imaging reveal microstructural alterations in normal-appearing white-matter regions of the brain in obstructive sleep apnea[J/OL]. Sleep Adv, 2024, 5(1): zpae031 [2025-10-22]. https://pubmed.ncbi.nlm.nih.gov/38903701/. DOI: 10.1093/sleepadvances/zpae031.
[47]
VYAS S, SINGH P, KHANDELWAL N, et al. Evaluation of cerebral microstructural changes in adult patients with obstructive sleep apnea by MR diffusion kurtosis imaging using a whole-brain atlas[J]. Indian J Radiol Imaging, 2019, 29(4): 356-363. DOI: 10.4103/ijri.IJRI_326_19.
[48]
ZHANG N, PENG K, LIU Q, et al. Preliminary study of MK parametric map based on DKI technique in evaluating brain microstructural damage and cognitive impairment in patients with moderate and severe OSA[J]. Chin J Magn Reson Imaging, 2024, 15(8): 84-89. DOI: 10.12015/issn.1674-8034.2024.08.013.
[49]
LI Y, WEN H, LI H, et al. Characterisation of brain microstructural alterations in children with obstructive sleep apnea syndrome using diffusion kurtosis imaging[J/OL]. J Sleep Res, 2023, 32(2): e13710 [2025-10-22]. https://pubmed.ncbi.nlm.nih.gov/36377256/. DOI: 10.1111/jsr.13710.
[50]
LI Y, WEN H, LI W, et al. Diffusion kurtosis imaging tractography reveals disrupted white matter structural networks in children with obstructive sleep apnea syndrome[J]. Brain Imaging Behav, 2024, 18(1): 92-105. DOI: 10.1007/s11682-023-00809-y.
[51]
LIANG T, CHANG F, HUANG Z, et al. Evaluation of glymphatic system activity by diffusion tensor image analysis along the perivascular space (DTI-ALPS) in dementia patients[J/OL]. Brit J Radiol, 2023, 96(1146): 20220315 [2025-10-22]. https://pubmed.ncbi.nlm.nih.gov/37066824/. DOI: 10.1259/bjr.20220315.
[52]
ZHAO J H, CHANG P P, DU W, et al. The association between DTI-ALPS, perivascular space and cognitive impairment in cerebral small vessel disease[J]. Chin J Magn Reson Imaging, 2025, 16(3): 31-37. DOI: 10.12015/issn.1674-8034.2025.03.005.
[53]
ROY B, NUNEZ A, AYSOLA R S, et al. Impaired Glymphatic System Actions in Obstructive Sleep Apnea Adults[J/OL]. Front Neurosci, 2022, 16: 884234 [2025-10-22]. https://pubmed.ncbi.nlm.nih.gov/35600625/. DOI: 10.3389/fnins.2022.884234.
[54]
LEE H J, LEE D A, SHIN K J, et al. Glymphatic system dysfunction in obstructive sleep apnea evidenced by DTI-ALPS[J]. Sleep Med, 2022, 89: 176-181. DOI: 10.1016/j.sleep.2021.12.013.
[55]
GHADERI S, MOHAMMADI S, FATEHI F. Glymphatic pathway dysfunction in severe obstructive sleep apnea: a meta-analysis[J/OL]. Sleep Med, 2025, 131: 106528 [2025-10-22]. https://pubmed.ncbi.nlm.nih.gov/40267528/. DOI: 10.1016/j.sleep.2025.106528.
[56]
ROY B, KUMAR R, SAROVICH S D, et al. The Role of the Glymphatic System in Perioperative Neurocognitive Disorders[J]. J Neurosurg Anesth, 2025, 37(2): 181-187. DOI: 10.1097/ANA.0000000000000973.
[57]
WEI Y C, HSU C C H, HUANG W Y, et al. Vascular risk factors and astrocytic marker for the glymphatic system activity[J]. Radiol Med, 2023, 128(9): 1148-1161. DOI: 10.1007/s11547-023-01675-w.
[58]
RAN L, FANG Y, CHENG C, et al. Genome-wide and phenome-wide studies provided insights into brain glymphatic system function and its clinical associations[J/OL]. Sci Adv, 2025, 11(3): eadr4606 [2025-10-22]. https://pubmed.ncbi.nlm.nih.gov/39823331/. DOI: 10.1126/sciadv.adr4606.
[59]
TAOKA T, IWAMOTO K, MIYATA S, et al. Contribution of white matter microstructure to diffusion tensor image analysis along perivascular space in obstructive sleep apnea[J]. Jap J Radiol, 2025, 43(12): 1926-1941. DOI: 10.1007/s11604-025-01838-x.

PREV Advances in the application of AI-based MRI in depressive disorder
NEXT Research progress of magnetic resonance imaging in predicting treatment efficacy for major depressive disorder
  



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