Skip to main content

Advertisement

Log in

Increased cerebral blood flow is correlated with neurocognitive impairment in long-term hemodialysis patients: an arterial spin labeling MRI study

  • Original Research
  • Published:
Brain Imaging and Behavior Aims and scope Submit manuscript

Abstract

The purpose of this study was to investigate cerebral blood flow (CBF) changes in hemodialysis patients with arterial spin labeling (ASL) and to correlate these changes with clinical risk factors and neurocognitive function. Thirty-two hemodialysis patients and 35 age-, sex-, and education-matched healthy controls (HCs) were recruited in this prospective study. The Mini-Mental State Examination (MMSE) was performed to evaluate neurocognitive function. Pulsed ASL was performed to measure CBF. Two independent sample t-test was used to explore the CBF difference between the patients and HCs. Multiple stepwise regression was used to investigate the risk factors for CBF in patients. Correlation analysis was used to explore the relationship between the MMSE scores and CBF changes with and without adjusting for anemia status. Compared to HCs, the hemodialysis patients showed significantly increased CBF in some neurocognition-related cerebral regions (all P < 0.001, Bonferroni corrected). Increased CBF in the right opercular and triangular part of the inferior frontal gyrus correlated with the poorer MMSE scores (r = -0.502, P = 0.004; r = -0.423, P = 0.018, FDR corrected) and these correlations still remained after adjusting for anemia status (r = -0.516, P = 0.005; r = -0.439, P = 0.019, FDR corrected). The increased dialysis duration, and decreased hemoglobin, hematocrit, and serum phosphorus were predictive risk factors for increased CBF (P < 0.05). In conclusion, long-term hemodialysis patients had increased CBF, which correlated with neurocognitive impairment, and after adjusting for the effect of anemia, the correlation still remained.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

Abbreviations

ESRD:

End-stage renal disease

GFR:

glomerular filtration rate

CBF:

cerebral blood flow

PET:

positron emission tomography

SPECT:

single-photon emission computed tomography

TCD:

transcranial Doppler ultrasonography

CT:

computed tomography

ASL:

arterial spin labeling

rHuEpo:

recombinant human erythropoietin

HCs:

healthy controls

PTH:

parathyroid hormone

ALP:

alkaline phosphatase

SBP:

systolic blood pressure

DBP:

diastolic blood pressure

PP:

pulse pressure

MMSE:

Mini-Mental State Examination

AC-PC:

anterior-posterior commissural

T1-MPRAGE:

T1-weighted magnetization-prepared rapid acquisition gradient echo

FWHM:

a full width at half-maximum

MNI:

Montreal Neurological Institute

VIF:

variance inflation factor

FDR:

false discovery rate

References

  • Ances, B. M., Liang, C. L., Leontiev, O., Perthen, J. E., Fleisher, A. S., Lansing, A. E., & Buxton, R. B. (2009). Effects of aging on cerebral blood flow, oxygen metabolism, and blood oxygenation level dependent responses to visual stimulation. Human Brain Mapping, 30(4), 1120–1132.

    PubMed  Google Scholar 

  • Alsop, D. C., Casement, M., de Bazelaire, C., Fong, T., & Press, D. Z. (2008). Hippocampal hyperperfusion in Alzheimer’s disease. NeuroImage, 42(4), 1267–1274.

    PubMed  Google Scholar 

  • Bansal, V. K., & Bansal, S. (2014). Nervous system disorders in dialysis patients. Handbook of Clinical Neurology, 119, 395–404.

    PubMed  Google Scholar 

  • Bron, E. E., Steketee, R. M., Houston, G. C., Oliver, R. A., Achterberg, H. C., Loog, M., et al. (2014). Diagnostic classification of arterial spin labeling and structural MRI in presenile early stage dementia. Human Brain Mapping, 35(9), 4916–4931.

    PubMed  PubMed Central  Google Scholar 

  • Buxton, R. B., Uludağ, K., Dubowitz, D. J., & Liu, T. T. (2004). Modeling the hemodynamic response to brain activation. NeuroImage, 23(Suppl 1), S220–S233.

    PubMed  Google Scholar 

  • Badre, D., & Wagner, A. D. (2007). Left ventrolateral prefrontal cortex and the cognitive control of memory. Neuropsychologia, 45(13), 2883–2901.

    PubMed  Google Scholar 

  • Couser, W. G., Remuzzi, G., Mendis, S., & Tonelli, M. (2011). The contribution of chronic kidney disease to the global burden of major noncommunicable diseases. Kidney International, 80(12), 1258–1270.

    PubMed  Google Scholar 

  • Chai, C., Wang, Z., Fan, L., Zhang, M., Chu, Z., Zuo, C., et al. (2016). Increased Number and Distribution of Cerebral Microbleeds Is a Risk Factor for Cognitive Dysfunction in Hemodialysis Patients: A Longitudinal Study. Medicine, 95(12), e2974.

    CAS  PubMed  PubMed Central  Google Scholar 

  • Chai, C., Wang, H., Chu, Z., Li, J., Qian, T., Haacke, M., et al. (2018). Reduced regional cerebral venous oxygen saturation is a risk factor for the cognitive impairment in hemodialysis patients: a quantitative susceptibility mapping study. Brain Imaging and Behavior. https://doi.org/10.1007/s11682-018-9999-5

    Article  Google Scholar 

  • Chen, H. J., Wang, Y. F., Qi, R., Schoepf, U. J., Varga-Szemes, A., Ball, B. D., et al. (2017). Altered amygdala resting-state functional connectivity in maintenance hemodialysis end-stage renal disease patients with depressive mood. Molecular Neurobiology, 54(3), 2223–2233.

    CAS  PubMed  Google Scholar 

  • Chai, C., Yan, S., Chu, Z., Wang, T., Wang, L., Zhang, M., et al. (2015). Quantitative measurement of brain iron deposition in patients with haemodialysis using susceptibility mapping. Metabolic Brain Disease, 30(2), 563–571.

    CAS  PubMed  Google Scholar 

  • Chai, C., Wang, H., Liu, S., Chu, Z. Q., Li, J., Qian, T., et al. (2019). Increased iron deposition of deep cerebral gray matter structures in hemodialysis patients: A longitudinal study using quantitative susceptibility mapping. Journal of Magnetic Resonance Imaging, 49(3), 786–799.

    PubMed  Google Scholar 

  • Cheng, B. C., Chen, P. C., Chen, P. C., Lu, C. H., Huang, Y. C., Chou, K. H., et al. (2019). Decreased cerebral blood flow and improved cognitive function in patients with end-stage renal disease after peritoneal dialysis: An arterial spin-labelling study. European Radiology, 29(3), 1415–1424.

    PubMed  Google Scholar 

  • Cummings, J. L. (1993). Frontal-subcortical circuits and human behavior. Archives of Neurology, 50(8), 873–880.

    CAS  PubMed  Google Scholar 

  • Dai, W., Lopez, O. L., Carmichael, O. T., Becker, J. T., Kuller, L. H., & Gach, H. M. (2009). Mild cognitive impairment and alzheimer disease: patterns of altered cerebral blood flow at MR imaging. Radiology, 250(3), 856–866.

    PubMed  PubMed Central  Google Scholar 

  • Ding, B., Ling, H. W., Zhang, Y., Huang, J., Zhang, H., Wang, T., & Yan, F. H. (2014). Pattern of cerebral hyperperfusion in Alzheimer’s disease and amnestic mild cognitive impairment using voxel-based analysis of 3D arterial spin-labeling imaging: initial experience. Clinical Interventions in Aging, 9, 493–500.

    PubMed  PubMed Central  Google Scholar 

  • Eknoyan, G., Lameire, N., Barsoum, R., Eckardt, K. U., Levin, A., Levin, N., et al. (2004). The burden of kidney disease: improving global outcomes. Kidney International, 66(4), 1310–1314.

    PubMed  Google Scholar 

  • Findlay, M. D., Dawson, J., Dickie, D. A., Forbes, K. P., McGlynn, D., Quinn, T., & Mark, P. B. (2019). Investigating the relationship between cerebral blood flow and cognitive function in hemodialysis patients. Journal of the American Society of Nephrology, 30(1), 147–158.

    PubMed  Google Scholar 

  • Horina, J. H., Fazekas, F., Niederkorn, K., Payer, F., Valetitsch, H., Winkler, H. M., Horner, S., Freidl, W., Pogglitsch, H., & Krejs, G. J. (1991). Cerebral hemodynamic changes following treatment with erythropoietin. Nephron, 58(4), 407–412.

    CAS  PubMed  Google Scholar 

  • Hallgren, B., & Sourander, P. (1958). The effect of age on the non-haemin iron in the human brain. Journal of Neurochemistry, 3(1), 41–51.

    CAS  PubMed  Google Scholar 

  • Jiang, X. L., Wen, J. Q., Zhang, L. J., Zheng, G., Li, X., Zhang, Z., et al. (2016). Cerebral blood flow changes in hemodialysis and peritoneal dialysis patients: an arterial-spin labeling MR imaging. Metabolic Brain Disease, 31(4), 929–936.

    CAS  PubMed  Google Scholar 

  • Jin, M., Wang, L., Wang, H., Han, X., Diao, Z., Guo, W., Yang, Z., Ding, H., Wang, Z., Zhang, P., Zhao, P., Lv, H., Liu, W., & Wang, Z. (2020a). Disturbed neurovascular coupling in hemodialysis patients. PeerJ, 8, e8989.

    PubMed  PubMed Central  Google Scholar 

  • Kim, H. S., Park, J. W., Bai, D. S., Jeong, J. Y., Hong, J. H., Son, S. M., & Jang, S. H. (2011). Diffusion tensor imaging findings in neurologically asymptomatic patients with end stage renal disease. NeuroRehabilitation, 29(1), 111–116.

    PubMed  Google Scholar 

  • Krausz, Y., Bonne, O., Gorfine, M., Karger, H., Lerer, B., & Chisin, R. (1998). Age-related changes in brain perfusion of normal subjects detected by 99mTc-HMPAO SPECT. Neuroradiology, 40(7), 428–434.

    CAS  PubMed  Google Scholar 

  • Li, C., Su, H. H., Qiu, Y. W., Lv, X. F., Shen, S., Zhan, W. F., et al. (2014). Regional homogeneity changes in hemodialysis patients with end stage renal disease: in vivo resting-state functional MRI study. PloS One, 9(2), e87114.

    PubMed  PubMed Central  Google Scholar 

  • Luckhaus, C., Flüß, M. O., Wittsack, H. J., Grass-Kapanke, B., Jänner, M., Khalili-Amiri, R., Friedrich, W., Supprian, T., Gaebel, W., Mödder, U., & Cohnen, M. (2008). Detection of changed regional cerebral blood flow in mild cognitive impairment and early Alzheimer’s dementia by perfusion-weighted magnetic resonance imaging. NeuroImage, 40(2), 495–503.

    PubMed  Google Scholar 

  • Lisman, J., Buzsáki, G., Eichenbaum, H., Nadel, L., Ranganath, C., & Redish, A. D. (2017). Viewpoints: how the hippocampus contributes to memory, navigation and cognition. Nature Neuroscience, 20(11), 1434–1447.

    CAS  PubMed  PubMed Central  Google Scholar 

  • Murray, A. M., Tupper, D. E., Knopman, D. S., Gilbertson, D. T., Pederson, S. L., Li, S., Smith, G. E., Hochhalter, A. K., Collins, A. J., & Kane, R. L. (2006). Cognitive impairment in hemodialysis patients is common. Neurology, 67(2), 216–223.

    CAS  PubMed  Google Scholar 

  • Nugent, R. A., Fathima, S. F., Feigl, A. B., & Chyung, D. (2011). The burden of chronic kidney disease on developing nations: a 21st century challenge in global health. Nephron Clinical Practice, 118(3), c269–c277.

    PubMed  Google Scholar 

  • Pereira, A. A., Weiner, D. E., Scott, T., & Sarnak, M. J. (2005). Cognitive function in dialysis patients. American Journal of Kidney Diseases: the official journal of the National Kidney Foundation, 45(3), 448–462.

    Google Scholar 

  • Polinder-Bos, H. A., García, D. V., Kuipers, J., Elting, J., Aries, M., Krijnen, W. P., et al. (2018). Hemodialysis induces an acute decline in cerebral blood flow in elderly patients. Journal of the American Society of Nephrology: JASN, 29(4), 1317–1325.

    CAS  PubMed  PubMed Central  Google Scholar 

  • Polinder-Bos, H. A., Elting, J., Aries, M. J., García, D. V., Willemsen, A. T., van Laar, P. J., Kuipers, J., Krijnen, W. P., Slart, R. H., Luurtsema, G., Westerhuis, R., Gansevoort, R. T., Gaillard, C. A., & Franssen, C. F. (2018b). Changes in cerebral oxygenation and cerebral blood flow during hemodialysis - A simultaneous near-infrared spectroscopy and positron emission tomography study. Journal of Cerebral Blood Flow and Metabolism: Official Journal of the International Society of Cerebral Blood Flow and Metabolism: 271678 × 18818652:

  • Prohovnik, I., Post, J., Uribarri, J., Lee, H., Sandu, O., & Langhoff, E. (2007). Cerebrovascular effects of hemodialysis in chronic kidney disease. Journal of Cerebral Blood Flow and Metabolism: official journal of the International Society of Cerebral Blood Flow and Metabolism, 27(11), 1861–1869.

    CAS  Google Scholar 

  • Pagani, M., Salmaso, D., Jonsson, C., Hatherly, R., Jacobsson, H., Larsson, S. A., & Wägner, A. (2002). Regional cerebral blood flow as assessed by principal component analysis and (99 m)Tc-HMPAO SPET in healthy subjects at rest: normal distribution and effect of age and gender. European Journal of Nuclear Medicine and Molecular Imaging, 29(1), 67–75.

    CAS  PubMed  Google Scholar 

  • Reiss, A. B., Miyawaki, N., Moon, J., Kasselman, L. J., Voloshyna, I., D’Avino, R. Jr., & De Leon, J. (2018). CKD, arterial calcification, atherosclerosis and bone health: Inter-relationships and controversies. Atherosclerosis, 278, 49–59.

    CAS  PubMed  Google Scholar 

  • Saran, R., Robinson, B., Abbott, K. C., Agodoa, L. Y., Albertus, P., Ayanian, J., Balkrishnan, R., Bragg-Gresham, J., Cao, J., Chen, J. L., Cope, E., Dharmarajan, S., Dietrich, X., Eckard, A., Eggers, P. W., Gaber, C., Gillen, D., Gipson, D., Gu, H., Hailpern, S. M., Hall, Y. N., Han, Y., He, K., Hebert, H., Helmuth, M., Herman, W., Heung, M., Hutton, D., Jacobsen, S. J., Ji, N., Jin, Y., Kalantar-Zadeh, K., Kapke, A., Katz, R., Kovesdy, C. P., Kurtz, V., Lavalee, D., Li, Y., Lu, Y., McCullough, K., Molnar, M. Z., Montez-Rath, M., Morgenstern, H., Mu, Q., Mukhopadhyay, P., Nallamothu, B., Nguyen, D. V., Norris, K. C., O’Hare, A. M., Obi, Y., Pearson, J., Pisoni, R., Plattner, B., Port, F. K., Potukuchi, P., Rao, P., Ratkowiak, K., Ravel, V., Ray, D., Rhee, C. M., Schaubel, D. E., Selewski, D. T., Shaw, S., Shi, J., Shieu, M., Sim, J. J., Song, P., Soohoo, M., Steffick, D., Streja, E., Tamura, M. K., Tentori, F., Tilea, A., Tong, L., Turf, M., Wang, D., Wang, M., Woodside, K., Wyncott, A., Xin, X., Zang, W., Zepel, L., Zhang, S., Zho, H., Hirth, R. A., & Shahinian, V. (2017). US Renal Data System 2016 Annual Data Report: Epidemiology of Kidney Disease in the United States. American Journal of Kidney Diseases: the Official Journal of the National Kidney Foundation, 69(3 Suppl 1), A7–A8.

  • Sourbron, S., Ingrisch, M., Siefert, A., Reiser, M., & Herrmann, K. (2009). Quantification of cerebral blood flow, cerebral blood volume, and blood-brain-barrier leakage with DCE-MRI. Magnetic Resonance in Medicine, 62(1), 205–217.

    PubMed  Google Scholar 

  • Sourbron, S. P., & Buckley, D. L. (2013). Classic models for dynamic contrast-enhanced MRI. NMR in Biomedicine, 26(8), 1004–1027.

    PubMed  Google Scholar 

  • Schaier, M., Wolf, R. C., Kubera, K., Nagel, S., Bartsch, A., Zeier, M., et al. (2019). Vasogenic brain edema during maintenance hemodialysis: Preliminary results from tract-based spatial statistics and voxel-based morphometry. Clinical Neuroradiology. https://doi.org/10.1007/s00062-019-00865-2

    Article  PubMed  Google Scholar 

  • Shuto, E., Taketani, Y., Tanaka, R., Harada, N., Isshiki, M., Sato, M., Nashiki, K., Amo, K., Yamamoto, H., Higashi, Y., Nakaya, Y., & Takeda, E. (2009). Dietary phosphorus acutely impairs endothelial function. Journal of the American Society of Nephrology: JASN, 20(7), 1504–1512.

    CAS  PubMed  PubMed Central  Google Scholar 

  • Telischak, N. A., Detre, J. A., & Zaharchuk, G. (2015). Arterial spin labeling MRI: clinical applications in the brain. Journal of Magnetic Resonance Imaging: JMRI, 41(5), 1165–1180.

    PubMed  Google Scholar 

  • Wolk, D. A., & Detre, J. A. (2012). Arterial spin labeling MRI: an emerging biomarker for Alzheimer’s disease and other neurodegenerative conditions. Current Opinion in Neurology, 25(4), 421–428.

    CAS  PubMed  PubMed Central  Google Scholar 

  • Wang, J., Zhang, Y., Wolf, R. L., Roc, A. C., Alsop, D. C., & Detre, J. A. (2005). Amplitude-modulated continuous arterial spin-labeling 3.0-T perfusion MR imaging with a single coil: feasibility study. Radiology, 235(1), 218–228.

    PubMed  Google Scholar 

  • Wierenga, C. E., Dev, S. I., Shin, D. D., Clark, L. R., Bangen, K. J., Jak, A. J., et al. (2012). Effect of mild cognitive impairment and APOE genotype on resting cerebral blood flow and its association with cognition. Journal of Cerebral Blood Flow and Metabolism: official journal of the International Society of Cerebral Blood Flow and Metabolism, 32(8), 1589–1599.

    CAS  Google Scholar 

  • Wood, J. H., Simeone, F. A., Kron, R. E. & Snyder, L. L. (1984). Experimental hypervolemic hemodilution: physiological correlations of cortical blood flow, cardiac output, and intracranial pressure with fresh blood viscosity and plasma volume. Neurosurgery, 14, 709–723.

    CAS  PubMed  Google Scholar 

  • Xekardaki, A., Rodriguez, C., Montandon, M. L., Toma, S., Tombeur, E., Herrmann, F. R., Zekry, D., Lovblad, K. O., Barkhof, F., Giannakopoulos, P., & Haller, S. (2015). Arterial spin labeling may contribute to the prediction of cognitive deterioration in healthy elderly individuals. Radiology, 274(2), 490–499.

    PubMed  Google Scholar 

  • Yao, H., Takashima, Y., Hashimoto, M., Uchino, A., & Yuzuriha, T. (2013). Subclinical cerebral abnormalities in chronic kidney disease. Contributions to Nephrology, 179, 24–34.

    PubMed  Google Scholar 

  • Zhang, R., Liu, K., Yang, L., Zhou, T., Qian, S., Li, B., et al. (2015). Reduced white matter integrity and cognitive deficits in maintenance hemodialysis ESRD patients: a diffusion-tensor study. European Radiology, 25(3), 661–668.

    PubMed  Google Scholar 

  • Zheng, G., Zhang, L. J., Zhong, J., Wang, Z., Qi, R., Shi, D., & Lu, G. M. (2013). Cerebral blood flow measured by arterial-spin labeling MRI: a useful biomarker for characterization of minimal hepatic encephalopathy in patients with cirrhosis. European Journal of Radiology, 82(11), 1981–1988.

    PubMed  Google Scholar 

  • Zheng, G., Wen, J., Yu, W., Li, X., Zhang, Z., Chen, H., et al. (2016). Anemia rather than hypertension contributes to cerebral hyperperfusion in young adults undergoing hemodialysis: A phase contrast MRI study. Scientific Reports, 6, 22346.

    CAS  PubMed  PubMed Central  Google Scholar 

Download references

Acknowledgements

This work was supported by the Natural Scientific Foundation of China (Grant No. 81901728 to Chao Chai, No. 81871342 to Shuang Xia, and No. 81873888 to Wen Shen) and National Key Technologies Research and Development Program of China (Grant No. 2019YFC0120901 to Shuang Xia).

The authors would like to thank Gang Zheng and TianYi Qian for the analysis of the data, and Prof. E Mark Haacke, from Department of Radilogy, Wayne State University for the editing of the paper.

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to Shuang Xia or Wen Shen.

Ethics declarations

Conflicts of interest

The authors disclose no conflicts.

Ethical approval

All procedures performed in this study were in accordance with the ethical standards of our institutional research committee and with the 1964 Helsinki declaration and its later amendments. Informed consent was obtained from all individual participants included in the study.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Electronic supplementary material

Supplementary Fig. 1

There are no significant correlations between CBF of the bilateral hippocampus and the MMSE scores before adjusting for hemoglobin and hematocrit levels (left: r = -0.195, P = 0.284; right: r = -0.136, P = 0.458, FDR corrected). (PNG 4331 kb)

High Resolution Image (TIF 1517 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Chai, C., Zhang, M., Wang, H. et al. Increased cerebral blood flow is correlated with neurocognitive impairment in long-term hemodialysis patients: an arterial spin labeling MRI study. Brain Imaging and Behavior 15, 1828–1839 (2021). https://doi.org/10.1007/s11682-020-00377-5

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11682-020-00377-5

Keywords

Navigation