Share:
Share this content in WeChat
X
Clinical Article
Association between amide proton transfer signal and cognitive impairment in patients with obstructive sleep apnea syndrome
WEI Hongyue  LU Xueting  LIN Shiwei  LI Shuo  QIU Yingwei 

Cite this article as: WEI H Y, LU X T, LIN S W, et al. Association between amide proton transfer signal and cognitive impairment in patients with obstructive sleep apnea syndrome[J]. Chin J Magn Reson Imaging, 2026, 17(9): 75-83. DOI:10.12015/issn.1674-8034.2026.09.011.


[Abstract] Objective Using amide proton transfer (APT) imaging, we analyzed APT signal alterations in patients with obstructive sleep apnea (OSA) and the associations between cerebral APT signals, obesity, cognitive performance, and daytime sleepiness.Materials and Methods A total of 121 subjects were prospectively enrolled, including 81 patients with OSA and 40 healthy controls. All participants underwent 3.0 T cranial APT-weighted imaging and conventional MRI sequences. Fourteen whole-brain regions of interest (ROIs) were manually delineated to extract APT values. Multi-dimensional cognitive assessments and the Epworth Sleepiness Scale (ESS) were performed concurrently. The Mann-Whitney U test was used to compare intergroup differences in regional APT values. Partial correlation analyses adjusted for confounding factors were performed to explore correlations among variables. Mediation effect tests were conducted using the Bootstrap method with 5000 resamples, and the false discovery rate (FDR) correction was applied for multiple comparisons.Results APT values of the left frontal lobe, the bilateral parietal lobes, left temporal lobe, and bilateral hippocampi were significantly higher in the OSA group than those in the control group (Z = -3.223, -2.700, -4.143, -3.923, -3.218, and -3.813, respectively; all P < 0.05 after FDR correction). After adjustment for age, sex, and education level, APT signals of these abnormal brain regions were correlated with body mass index (BMI), multiple cognitive metrics, and ESS scores. Mediation analyses demonstrated that left temporal lobe APT signals exerted partial mediating effects on the associations between BMI and digit symbol test performance, baseline processing speed, conflict-processing speed, global cognitive function, and ESS scores [standardized indirect effect β = -0.052, 95% confidence interval (CI): -0.109 to -0.007; β = 0.078, 95% CI: 0.012 to 0.149; β = 0.081, 95% CI: 0.013 to 0.153; β = 0.080, 95% CI: 0.014 to 0.155; β = 0.054, 95% CI: 0.008 to 0.113; mediating effect proportions were 14.2%, 33.4%, 31.4%, 32.2%, and 12.8%, respectively].Conclusions Patients with OSA exhibit characteristic regional alterations in APT signals. Associations were observed among BMI, cerebral APT values, and cognitive impairment in all subjects. The left temporal lobe APT signal alterations may represent a potential cerebral intermediate link between BMI and cognitive impairment as well as daytime sleepiness. APT signals may serve as potential non-invasive neuroimaging biomarkers for assessing cognitive damage in patients with OSA.
[Keywords] obstructive sleep apnea;amide proton transfer imaging;magnetic resonance imaging;cognitive function;body mass index;mediation effect

WEI Hongyue1   LU Xueting2   LIN Shiwei2   LI Shuo3   QIU Yingwei1, 2*  

1 School of First Clinical, Ningxia Medical University, Yinchuan 750001, China

2 Department of Radiology, Shenzhen Nanshan People's Hospital, Shenzhen University, Shenzhen 518000, China

3 Department of Otorhinolaryngology, Shenzhen Nanshan People's Hospital, Shenzhen University, Shenzhen 518000, China

Corresponding author: QIU Y W, E-mail: qiuyw1201@gmail.com

Conflicts of interest   None.

Received  2026-07-03
Accepted  2026-09-12
DOI: 10.12015/issn.1674-8034.2026.09.011
Cite this article as: WEI H Y, LU X T, LIN S W, et al. Association between amide proton transfer signal and cognitive impairment in patients with obstructive sleep apnea syndrome[J]. Chin J Magn Reson Imaging, 2026, 17(9): 75-83. DOI:10.12015/issn.1674-8034.2026.09.011.

[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]. Lancet Respir Med, 2019, 7(8): 687-698. DOI: 10.1016/s2213-2600(19)30198-5.
[2]
BADRAN M, CORTESE R, GILELES-HILLEL A, et al. Mechanisms underlying end-organ injury in sleep apnoea[J/OL]. Eur Respir J, 2026, 67(4): 2502397 [2026-07-03]. https://doi.org/10.1183/13993003.02397-2025. DOI: 10.1183/13993003.02397-2025.
[3]
ZHANG X, XU H, YIN S, et al. Obstructive sleep apnea and memory impairments: Clinical characterization, treatment strategies, and mechanisms[J/OL]. Sleep Med Rev, 2025, 81: 102092 [2026-07-03]. https://doi.org/10.1016/j.smrv.2025.102092. DOI: 10.1016/j.smrv.2025.102092.
[4]
MURALI K P, GILLS J, TURNER A, et al. Racial, ethnic and sex-specific mechanisms of obstructive sleep apnea and Alzheimer's disease risk[J/OL]. Alzheimers Dement, 2026, 22(1): e71144 [2026-07-03]. https://doi.org/10.1002/alz.71144. DOI: 10.1002/alz.71144.
[5]
MIYO K, UCHIDA Y, NAKANO R, et al. Intermittent Hypoxia Induces Cognitive Dysfunction and Hippocampal Gene Expression Changes in a Mouse Model of Obstructive Sleep Apnea[J/OL]. Int J Mol Sci, 2025, 26(15): 7495 [2026-07-03]. https://doi.org/10.3390/ijms26157495. DOI: 10.3390/ijms26157495.
[6]
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 [2026-07-03]. https://doi.org/10.1148/radiol.232274. DOI: 10.1148/radiol.232274.
[7]
WANG Z, WALLACE D A, SPITZER B W, et al. Methylation risk score of C-reactive protein associates sleep health with related health outcomes[J/OL]. Commun Biol, 2025, 8(1): 821 [2026-07-03]. https://doi.org/10.1038/s42003-025-08226-1. DOI: 10.1038/s42003-025-08226-1.
[8]
ZHOU J, PAYEN J F, WILSON D A, et al. Using the amide proton signals of intracellular proteins and peptides to detect pH effects in MRI[J]. Nat Med, 2003, 9(8): 1085-1090. DOI: 10.1038/nm907.
[9]
ZEYEN T, KRAUSE I, DECKER A, et al. Amide proton transfer-weighted (APTw) CEST MRI in clinical routine for single time point diagnosis of pseudoprogression in IDH-wildtype glioblastoma[J]. Neuro Oncol, 2026, 28(3): 790-801. DOI: 10.1093/neuonc/noaf261.
[10]
YANG C, LIAO Q, HAO L, et al. Preliminary study on different stages of Parkinson's Disease combined with amide proton transfer imaging and quantitative susceptibility mapping[J]. Chin J Magn Reson Imaging, 2024, 15(12): 79-86. DOI: 10.12015/issn.1674-8034.2024.12.012.
[11]
HU X, WANG X, TIAN L, et al. The research progress of amide proton transfer weighted imaging in neurodegenerative disease[J]. Chin J Magn Reson Imaging, 2020, 11(6): 466-468. DOI: 10.12015/issn.1674-8034.2020.06.017.
[12]
Sleep Disorder Group of Chinese Thoracic Society, Group of Sleep Disordered Breathing, Committee of Respiratory Diseases of China Association of Medical Equipment. Expert consensus on screening and management of high-risk population with obstructive sleep apnea in adults[J]. Chin J Health Manage, 2022, 16(8): 520-528. DOI: 10.3760/cma.j.cn115624-20220615-00460.
[13]
GAO W, SHI L, XING D, et al. Analysis of the cause of retrolingual obstruction in patients with moderate-severe obstructive sleep apnea[J]. Eur Arch Otorhinolaryngol, 2024, 281(2): 1031-1039. DOI: 10.1007/s00405-023-08333-x.
[14]
PATIAL K, MISHRA H P, PAL G, et al. Understanding the Association Between Obesity and Obstructive Sleep Apnea Syndrome: A Case-Control Study[J/OL]. Cureus, 2023, 15(9): e45843 [2026-07-03]. https://doi.org/10.7759/cureus.45843. DOI: 10.7759/cureus.45843.
[15]
DENG H, DUAN X, HUANG J, et al. Association of adiposity with risk of obstructive sleep apnea: a population-based study[J/OL]. BMC Public Health, 2023, 23(1): 1835 [2026-07-03]. https://doi.org/10.1186/s12889-023-16695-4. DOI: 10.1186/s12889-023-16695-4.
[16]
ZHANG Z, ZHANG C, YAO J, et al. Protein-based amide proton transfer-weighted MR imaging of amnestic mild cognitive impairment[J/OL]. Neuroimage Clin, 2020, 25: 102153 [2026-07-03]. https://doi.org/10.1016/j.nicl.2019.102153. DOI: 10.1016/j.nicl.2019.102153.
[17]
EVANS A K, SAW N L, WOODS C E, et al. Impact of high-fat diet on cognitive behavior and central and systemic inflammation with aging and sex differences in mice[J]. Brain Behav Immun, 2024, 118: 334-354. DOI: 10.1016/j.bbi.2024.02.025.
[18]
LIN G, TAN W, ZHANG S, et al. Whole Brain Amide Proton Transfer Weighted Imaging in Children With Obstructive Sleep Apnea[J/OL]. Brain Behav, 2025, 15(9): e70808 [2026-07-03]. https://doi.org/10.1002/brb3.70808. DOI: 10.1002/brb3.70808.
[19]
LIU Y C, CHIU B Y, TU K Y, et al. Intermittent Hypoxia Triggers Glial Cell Activation, GluN2B Receptor Upregulation and Hyperalgesia in a Mouse Model of Sleep Apnea[J/OL]. Eur J Pain, 2025, 29(6): e70039 [2026-07-03]. https://doi.org/10.1002/ejp.70039. DOI: 10.1002/ejp.70039.
[20]
AMINE B EL, FOURNIER J, MINOVES M, et al. Cerebral oxidative stress, inflammation and apoptosis induced by intermittent hypoxia: a systematic review and meta-analysis of rodent data[J/OL]. Eur Respir Rev, 2024, 33(174): 240162 [2026-07-03]. https://doi.org/10.1183/16000617.0162-2024. DOI: 10.1183/16000617.0162-2024.
[21]
KANG D, QIN Z, WANG W, et al. Brain functional changes in tibetan with obstructive sleep apnea hypopnea syndrome: A resting state fMRI study[J/OL]. Medicine (Baltimore), 2020, 99(7): e18957 [2026-07-03]. https://doi.org/10.1097/md.0000000000018957. DOI: 10.1097/md.0000000000018957.
[22]
XIONG Z, BAI M, WANG Z, et al. Resting-state fMRI network efficiency as a mediator in the relationship between the glymphatic system and cognitive function in obstructive sleep apnea hypopnea syndrome: Insights from a DTI-ALPS investigation[J]. Sleep Med, 2024, 119: 250-257. DOI: 10.1016/j.sleep.2024.05.009.
[23]
ZHENG Y, WANG X. Amide proton transfer (APT) imaging-based study on the correlation between brain pH and voltage-gated proton channels in piglets after hypoxic-ischemic brain injury[J]. Quant Imaging Med Surg, 2021, 11(10): 4408-4417. DOI: 10.21037/qims-21-250.
[24]
OHKI A, SAITO S, HIRAYAMA E, et al. Comparison of Chemical Exchange Saturation Transfer Imaging with Diffusion-weighted Imaging and Magnetic Resonance Spectroscopy in a Rat Model of Hypoxic-ischemic Encephalopathy[J]. Magn Reson Med Sci, 2020, 19(4): 359-365. DOI: 10.2463/mrms.mp.2019-0128.
[25]
CHEN S, LIU X, LIN J, et al. Application of amide proton transfer imaging for the diagnosis of neonatal hypoxic-ischemic encephalopathy[J/OL]. Front Pediatr, 2022, 10: 996949 [2026-07-03]. https://doi.org/10.3389/fped.2022.996949. DOI: 10.3389/fped.2022.996949.
[26]
HERLIN B, NAVARRO V, DUPONT S. The temporal pole: From anatomy to function-A literature appraisal[J/OL]. J Chem Neuroanat, 2021, 113: 101925 [2026-07-03]. https://doi.org/10.1016/j.jchemneu.2021.101925. DOI: 10.1016/j.jchemneu.2021.101925.
[27]
WU K, GAN Q, PI Y, et al. Obstructive sleep apnea and structural and functional brain alterations: a brain-wide investigation from clinical association to genetic causality[J/OL]. BMC Med, 2025, 23(1): 42 [2026-07-03]. https://doi.org/10.1186/s12916-025-03876-8. DOI: 10.1186/s12916-025-03876-8.
[28]
LI Y, LIN S, GUO Z, et al. Decoupling of global signal and cerebrospinal fluid inflow is associated with cognitive decline in patients with obstructive sleep apnoea[J]. Sleep Med, 2025, 129: 330-338. DOI: 10.1016/j.sleep.2025.03.009.
[29]
DONG M, LIANG X, ZHU T, et al. Reoxygenation Mitigates Intermittent Hypoxia-Induced Systemic Inflammation and Gut Microbiota Dysbiosis in High-Fat Diet-Induced Obese Rats[J]. Nat Sci Sleep, 2024, 16: 517-530. DOI: 10.2147/nss.S454297.
[30]
BERGER S, POLOTSKY V Y. Leptin and Leptin Resistance in the Pathogenesis of Obstructive Sleep Apnea: A Possible Link to Oxidative Stress and Cardiovascular Complications[J/OL]. Oxid Med Cell Longev, 2018, 2018: 5137947 [2026-07-03]. https://doi.org/10.1155/2018/5137947. DOI: 10.1155/2018/5137947.
[31]
BUSH G, LUU P, POSNER M I. Cognitive and emotional influences in anterior cingulate cortex[J]. Trends Cogn Sci, 2000, 4(6): 215-222. DOI: 10.1016/s1364-6613(00)01483-2.
[32]
BERISHA D E, RIZVI B, CHAPPEL-FARLEY M G, et al. Association of Hypoxemia Due to Obstructive Sleep Apnea With White Matter Hyperintensities and Temporal Lobe Changes in Older Adults[J/OL]. Neurology, 2025, 104(11): e213639 [2026-07-03]. https://doi.org/10.1212/wnl.0000000000213639. DOI: 10.1212/wnl.0000000000213639.
[33]
KHEIRANDISH-GOZAL L, GOZAL D. Obstructive Sleep Apnea and Inflammation: Proof of Concept Based on Two Illustrative Cytokines[J/OL]. Int J Mol Sci, 2019, 20(3): 459 [2026-07-03]. https://doi.org/10.3390/ijms20030459. DOI: 10.3390/ijms20030459.
[34]
JIANG D, LIU L, KONG Y, et al. Regional Glymphatic Abnormality in Behavioral Variant Frontotemporal Dementia[J]. Ann Neurol, 2023, 94(3): 442-456. DOI: 10.1002/ana.26710.

PREV Resting-state functional MRI study of post-stroke cognitive impairment based on multiparametric brain function analysis
NEXT Value of multi-delay arterial spin labeling in evaluating territorial perfusion injury in patients with posterior circulation ischemic stroke
  



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