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Published in: Neuroscience Bulletin 12/2020

01-12-2020 | Method

Quantitative Determination of Glymphatic Flow Using Spectrophotofluorometry

Authors: Yu Zhang, Jian Song, Xu-Zhong He, Jian Xiong, Rong Xue, Jia-Hao Ge, Shi-Yu Lu, Die Hu, Guo-Xing Zhang, Guang-Yin Xu, Lin-Hui Wang

Published in: Neuroscience Bulletin | Issue 12/2020

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Abstract

Following intrathecal injection of fluorescent tracers, ex vivo imaging of brain vibratome slices has been widely used to study the glymphatic system in the rodent brain. Tracer penetration into the brain is usually quantified by image-processing, even though this approach requires much time and manual operation. Here, we illustrate a simple protocol for the quantitative determination of glymphatic activity using spectrophotofluorometry. At specific time-points following intracisternal or intrastriatal injection of fluorescent tracers, certain brain regions and the spinal cord were harvested and tracers were extracted from the tissue. The intensity of tracers was analyzed spectrophotometrically and their concentrations were quantified from standard curves. Using this approach, the regional and dynamic delivery of subarachnoid CSF tracers into the brain parenchyma was assessed, and the clearance of tracers from the brain was also determined. Furthermore, the impairment of glymphatic influx in the brains of old mice was confirmed using our approach. Our method is more accurate and efficient than the imaging approach in terms of the quantitative determination of glymphatic activity, and this will be useful in preclinical studies.
Literature
1.
go back to reference Iliff JJ, Wang M, Liao Y, Plogg BA, Peng W, Gundersen GA, et al. A paravascular pathway facilitates CSF flow through the brain parenchyma and the clearance of interstitial solutes, including amyloid beta. Sci Transl Med 2012, 4: 147ra111. Iliff JJ, Wang M, Liao Y, Plogg BA, Peng W, Gundersen GA, et al. A paravascular pathway facilitates CSF flow through the brain parenchyma and the clearance of interstitial solutes, including amyloid beta. Sci Transl Med 2012, 4: 147ra111.
2.
go back to reference Rasmussen MK, Mestre H, Nedergaard M. The glymphatic pathway in neurological disorders. Lancet Neurol 2018, 17: 1016–1024.CrossRef Rasmussen MK, Mestre H, Nedergaard M. The glymphatic pathway in neurological disorders. Lancet Neurol 2018, 17: 1016–1024.CrossRef
3.
go back to reference Jessen NA, Munk AS, Lundgaard I, Nedergaard M. The glymphatic system: a beginner’s guide. Neurochem Res 2015, 40: 2583–2599.CrossRef Jessen NA, Munk AS, Lundgaard I, Nedergaard M. The glymphatic system: a beginner’s guide. Neurochem Res 2015, 40: 2583–2599.CrossRef
4.
go back to reference Iliff JJ, Chen MJ, Plog BA, Zeppenfeld DM, Soltero M, Yang L, et al. Impairment of glymphatic pathway function promotes tau pathology after traumatic brain injury. J Neurosci 2014, 34: 16180–16193.CrossRef Iliff JJ, Chen MJ, Plog BA, Zeppenfeld DM, Soltero M, Yang L, et al. Impairment of glymphatic pathway function promotes tau pathology after traumatic brain injury. J Neurosci 2014, 34: 16180–16193.CrossRef
5.
go back to reference Lundgaard I, Lu ML, Yang E, Peng W, Mestre H, Hitomi E, et al. Glymphatic clearance controls state-dependent changes in brain lactate concentration. J Cereb Blood Flow Metab 2017, 37: 2112–2124.CrossRef Lundgaard I, Lu ML, Yang E, Peng W, Mestre H, Hitomi E, et al. Glymphatic clearance controls state-dependent changes in brain lactate concentration. J Cereb Blood Flow Metab 2017, 37: 2112–2124.CrossRef
6.
go back to reference Achariyar TM, Li B, Peng W, Verghese PB, Shi Y, McConnell E, et al. Glymphatic distribution of CSF-derived apoE into brain is isoform specific and suppressed during sleep deprivation. Mol Neurodegener 2016, 11: 74.CrossRef Achariyar TM, Li B, Peng W, Verghese PB, Shi Y, McConnell E, et al. Glymphatic distribution of CSF-derived apoE into brain is isoform specific and suppressed during sleep deprivation. Mol Neurodegener 2016, 11: 74.CrossRef
7.
go back to reference Lundgaard I, Li B, Xie L, Kang H, Sanggaard S, Haswell JD, et al. Direct neuronal glucose uptake heralds activity-dependent increases in cerebral metabolism. Nat Commun 2015, 6: 6807.CrossRef Lundgaard I, Li B, Xie L, Kang H, Sanggaard S, Haswell JD, et al. Direct neuronal glucose uptake heralds activity-dependent increases in cerebral metabolism. Nat Commun 2015, 6: 6807.CrossRef
8.
go back to reference Rangroo Thrane V, Thrane AS, Plog BA, Thiyagarajan M, Iliff JJ, Deane R, et al. Paravascular microcirculation facilitates rapid lipid transport and astrocyte signaling in the brain. Sci Rep 2013, 3: 2582.CrossRef Rangroo Thrane V, Thrane AS, Plog BA, Thiyagarajan M, Iliff JJ, Deane R, et al. Paravascular microcirculation facilitates rapid lipid transport and astrocyte signaling in the brain. Sci Rep 2013, 3: 2582.CrossRef
9.
go back to reference Benveniste H, Lee H, Volkow ND. The glymphatic pathway: waste removal from the CNS via cerebrospinal fluid transport. Neuroscientist 2017, 23: 454–465.CrossRef Benveniste H, Lee H, Volkow ND. The glymphatic pathway: waste removal from the CNS via cerebrospinal fluid transport. Neuroscientist 2017, 23: 454–465.CrossRef
10.
go back to reference Xie L, Kang H, Xu Q, Chen MJ, Liao Y, Thiyagarajan M, et al. Sleep drives metabolite clearance from the adult brain. Science 2013, 342: 373–377.CrossRef Xie L, Kang H, Xu Q, Chen MJ, Liao Y, Thiyagarajan M, et al. Sleep drives metabolite clearance from the adult brain. Science 2013, 342: 373–377.CrossRef
11.
go back to reference Lee H, Xie L, Yu M, Kang H, Feng T, Deane R, et al. The effect of body posture on brain glymphatic transport. J Neurosci 2015, 35: 11034–11044.CrossRef Lee H, Xie L, Yu M, Kang H, Feng T, Deane R, et al. The effect of body posture on brain glymphatic transport. J Neurosci 2015, 35: 11034–11044.CrossRef
12.
go back to reference Hablitz LM, Vinitsky HS, Sun Q, Staeger FF, Sigurdsson B, Mortensen KN, et al. Increased glymphatic influx is correlated with high EEG delta power and low heart rate in mice under anesthesia. Sci Adv 2019, 5: eaav5447. Hablitz LM, Vinitsky HS, Sun Q, Staeger FF, Sigurdsson B, Mortensen KN, et al. Increased glymphatic influx is correlated with high EEG delta power and low heart rate in mice under anesthesia. Sci Adv 2019, 5: eaav5447.
13.
go back to reference Kress BT, Iliff JJ, Xia MS, Wang MH, Wei HLS, Zeppenfeld D, et al. Impairment of paravascular clearance pathways in the aging brain. Ann Neurol 2014, 76: 845–861.CrossRef Kress BT, Iliff JJ, Xia MS, Wang MH, Wei HLS, Zeppenfeld D, et al. Impairment of paravascular clearance pathways in the aging brain. Ann Neurol 2014, 76: 845–861.CrossRef
14.
go back to reference Peng WG, Achariyar TM, Li BM, Liao YH, Mestre H, Hitomi E, et al. Suppression of glymphatic fluid transport in a mouse model of Alzheimer’s disease. Neurobiol Disease 2016, 93: 215–225.CrossRef Peng WG, Achariyar TM, Li BM, Liao YH, Mestre H, Hitomi E, et al. Suppression of glymphatic fluid transport in a mouse model of Alzheimer’s disease. Neurobiol Disease 2016, 93: 215–225.CrossRef
15.
go back to reference Gaberel T, Gakuba C, Goulay R, Martinez De Lizarrondo S, Hanouz JL, Emery E, et al. Impaired glymphatic perfusion after strokes revealed by contrast-enhanced MRI: a new target for fibrinolysis? Stroke 2014, 45: 3092–3096. Gaberel T, Gakuba C, Goulay R, Martinez De Lizarrondo S, Hanouz JL, Emery E, et al. Impaired glymphatic perfusion after strokes revealed by contrast-enhanced MRI: a new target for fibrinolysis? Stroke 2014, 45: 3092–3096.
16.
go back to reference Mestre H, Tithof J, Du T, Song W, Peng W, Sweeney AM, et al. Flow of cerebrospinal fluid is driven by arterial pulsations and is reduced in hypertension. Nat Commun 2018, 9: 4878.CrossRef Mestre H, Tithof J, Du T, Song W, Peng W, Sweeney AM, et al. Flow of cerebrospinal fluid is driven by arterial pulsations and is reduced in hypertension. Nat Commun 2018, 9: 4878.CrossRef
17.
go back to reference Nygaard Mortensen K, Sanggaard S, Mestre H, Lee H, Kostrikov S, Xavier ALR, et al. Impaired glymphatic transport in spontaneously hypertensive rats. J Neurosci 2019, 39: 6365–6377.CrossRef Nygaard Mortensen K, Sanggaard S, Mestre H, Lee H, Kostrikov S, Xavier ALR, et al. Impaired glymphatic transport in spontaneously hypertensive rats. J Neurosci 2019, 39: 6365–6377.CrossRef
18.
go back to reference Yang L, Kress BT, Weber HJ, Thiyagarajan M, Wang B, Deane R, et al. Evaluating glymphatic pathway function utilizing clinically relevant intrathecal infusion of CSF tracer. J Transl Med 2013, 11: 107.CrossRef Yang L, Kress BT, Weber HJ, Thiyagarajan M, Wang B, Deane R, et al. Evaluating glymphatic pathway function utilizing clinically relevant intrathecal infusion of CSF tracer. J Transl Med 2013, 11: 107.CrossRef
19.
go back to reference Wei F, Song J, Zhang C, Lin J, Xue R, Shan LD, et al. Chronic stress impairs the aquaporin-4-mediated glymphatic transport through glucocorticoid signaling. Psychopharmacology (Berl) 2019. Wei F, Song J, Zhang C, Lin J, Xue R, Shan LD, et al. Chronic stress impairs the aquaporin-4-mediated glymphatic transport through glucocorticoid signaling. Psychopharmacology (Berl) 2019.
20.
go back to reference Wei F, Zhang C, Xue R, Shan L, Gong S, Wang G, et al. The pathway of subarachnoid CSF moving into the spinal parenchyma and the role of astrocytic aquaporin-4 in this process. Life Sci 2017, 182: 29–40.CrossRef Wei F, Zhang C, Xue R, Shan L, Gong S, Wang G, et al. The pathway of subarachnoid CSF moving into the spinal parenchyma and the role of astrocytic aquaporin-4 in this process. Life Sci 2017, 182: 29–40.CrossRef
21.
go back to reference Zhang C, Lin J, Wei F, Song J, Chen W, Shan L, et al. Characterizing the glymphatic influx by utilizing intracisternal infusion of fluorescently conjugated cadaverine. Life Sci 2018, 201: 150–160.CrossRef Zhang C, Lin J, Wei F, Song J, Chen W, Shan L, et al. Characterizing the glymphatic influx by utilizing intracisternal infusion of fluorescently conjugated cadaverine. Life Sci 2018, 201: 150–160.CrossRef
22.
go back to reference Smith AJ, Yao X, Dix JA, Jin BJ, Verkman AS. Test of the ‘glymphatic’ hypothesis demonstrates diffusive and aquaporin-4-independent solute transport in rodent brain parenchyma. Elife 2017, 6. Smith AJ, Yao X, Dix JA, Jin BJ, Verkman AS. Test of the ‘glymphatic’ hypothesis demonstrates diffusive and aquaporin-4-independent solute transport in rodent brain parenchyma. Elife 2017, 6.
23.
go back to reference Schain AJ, Melo-Carrillo A, Strassman AM, Burstein R. Cortical spreading depression closes paravascular space and impairs glymphatic flow: implications for migraine headache. J Neurosci 2017, 37: 2904–2915.CrossRef Schain AJ, Melo-Carrillo A, Strassman AM, Burstein R. Cortical spreading depression closes paravascular space and impairs glymphatic flow: implications for migraine headache. J Neurosci 2017, 37: 2904–2915.CrossRef
24.
go back to reference Plog BA, Mestre H, Olveda GE, Sweeney AM, Kenney HM, Cove A, et al. Transcranial optical imaging reveals a pathway for optimizing the delivery of immunotherapeutics to the brain. JCI Insight 2018, 3. Plog BA, Mestre H, Olveda GE, Sweeney AM, Kenney HM, Cove A, et al. Transcranial optical imaging reveals a pathway for optimizing the delivery of immunotherapeutics to the brain. JCI Insight 2018, 3.
25.
go back to reference Pizzo ME, Wolak DJ, Kumar NN, Brunette E, Brunnquell CL, Hannocks MJ, et al. Intrathecal antibody distribution in the rat brain: surface diffusion, perivascular transport and osmotic enhancement of delivery. J Physiol 2018, 596: 445–475.CrossRef Pizzo ME, Wolak DJ, Kumar NN, Brunette E, Brunnquell CL, Hannocks MJ, et al. Intrathecal antibody distribution in the rat brain: surface diffusion, perivascular transport and osmotic enhancement of delivery. J Physiol 2018, 596: 445–475.CrossRef
26.
go back to reference Saria A, Lundberg JM. Evans blue fluorescence: quantitative and morphological evaluation of vascular permeability in animal tissues. J Neurosci Methods 1983, 8: 41–49.CrossRef Saria A, Lundberg JM. Evans blue fluorescence: quantitative and morphological evaluation of vascular permeability in animal tissues. J Neurosci Methods 1983, 8: 41–49.CrossRef
27.
go back to reference Wolf MS, Chen Y, Simon DW, Alexander H, Ross M, Gibson GA, et al. Quantitative and qualitative assessment of glymphatic flux using Evans blue albumin. J Neurosci Methods 2019, 311: 436–441.CrossRef Wolf MS, Chen Y, Simon DW, Alexander H, Ross M, Gibson GA, et al. Quantitative and qualitative assessment of glymphatic flux using Evans blue albumin. J Neurosci Methods 2019, 311: 436–441.CrossRef
28.
go back to reference Dorshow RB, Hall-Moore C, Shaikh N, Talcott MR, Faubion WA, Rogers TE, et al. Measurement of gut permeability using fluorescent tracer agent technology. Sci Rep 2017, 7: 10888.CrossRef Dorshow RB, Hall-Moore C, Shaikh N, Talcott MR, Faubion WA, Rogers TE, et al. Measurement of gut permeability using fluorescent tracer agent technology. Sci Rep 2017, 7: 10888.CrossRef
29.
go back to reference Wei F, Song J, Zhang C, Lin J, Xue R, Shan LD, et al. Chronic stress impairs the aquaporin-4-mediated glymphatic transport through glucocorticoid signaling. Psychopharmacology (Berl) 2019, 236: 1367–1384.CrossRef Wei F, Song J, Zhang C, Lin J, Xue R, Shan LD, et al. Chronic stress impairs the aquaporin-4-mediated glymphatic transport through glucocorticoid signaling. Psychopharmacology (Berl) 2019, 236: 1367–1384.CrossRef
30.
go back to reference Gao Y, Wang Z, Zhu Y, Zhu Q, Yang Y, Jin Y, et al. NOP2/Sun RNA methyltransferase 2 promotes tumor progression via its interacting partner RPL6 in gallbladder carcinoma. Cancer Sci 2019, 110: 3510–3519.CrossRef Gao Y, Wang Z, Zhu Y, Zhu Q, Yang Y, Jin Y, et al. NOP2/Sun RNA methyltransferase 2 promotes tumor progression via its interacting partner RPL6 in gallbladder carcinoma. Cancer Sci 2019, 110: 3510–3519.CrossRef
31.
go back to reference Dos Santos TG, Pereira MSL, Oliveira DL. Rat cerebrospinal fluid treatment method through cisterna cerebellomedullaris injection. Neurosci Bull 2018, 34: 827–832.CrossRef Dos Santos TG, Pereira MSL, Oliveira DL. Rat cerebrospinal fluid treatment method through cisterna cerebellomedullaris injection. Neurosci Bull 2018, 34: 827–832.CrossRef
32.
go back to reference Liu T, Li Z, He J, Yang N, Han D, Li Y, et al. Regional metabolic patterns of abnormal postoperative behavioral performance in aged mice assessed by (1)H-NMR dynamic mapping method. Neurosci Bull 2020, 36: 25–38.CrossRef Liu T, Li Z, He J, Yang N, Han D, Li Y, et al. Regional metabolic patterns of abnormal postoperative behavioral performance in aged mice assessed by (1)H-NMR dynamic mapping method. Neurosci Bull 2020, 36: 25–38.CrossRef
33.
go back to reference Iliff JJ, Lee H, Yu M, Feng T, Logan J, Nedergaard M, et al. Brain-wide pathway for waste clearance captured by contrast-enhanced MRI. J Clin Invest 2013, 123: 1299–1309.CrossRef Iliff JJ, Lee H, Yu M, Feng T, Logan J, Nedergaard M, et al. Brain-wide pathway for waste clearance captured by contrast-enhanced MRI. J Clin Invest 2013, 123: 1299–1309.CrossRef
34.
go back to reference Ringstad G, Vatnehol SAS, Eide PK. Glymphatic MRI in idiopathic normal pressure hydrocephalus. Brain 2017, 140: 2691–2705.CrossRef Ringstad G, Vatnehol SAS, Eide PK. Glymphatic MRI in idiopathic normal pressure hydrocephalus. Brain 2017, 140: 2691–2705.CrossRef
35.
go back to reference de Leon MJ, Li Y, Okamura N, Tsui WH, Saint-Louis LA, Glodzik L, et al. Cerebrospinal fluid clearance in Alzheimer disease measured with dynamic PET. J Nucl Med 2017, 58: 1471–1476.CrossRef de Leon MJ, Li Y, Okamura N, Tsui WH, Saint-Louis LA, Glodzik L, et al. Cerebrospinal fluid clearance in Alzheimer disease measured with dynamic PET. J Nucl Med 2017, 58: 1471–1476.CrossRef
36.
go back to reference Lundgaard I, Wang W, Eberhardt A, Vinitsky HS, Reeves BC, Peng S, et al. Beneficial effects of low alcohol exposure, but adverse effects of high alcohol intake on glymphatic function. Sci Rep 2018, 8: 2246.CrossRef Lundgaard I, Wang W, Eberhardt A, Vinitsky HS, Reeves BC, Peng S, et al. Beneficial effects of low alcohol exposure, but adverse effects of high alcohol intake on glymphatic function. Sci Rep 2018, 8: 2246.CrossRef
37.
go back to reference von Holstein-Rathlou S, Petersen NC, Nedergaard M. Voluntary running enhances glymphatic influx in awake behaving, young mice. Neurosci Lett 2018, 662: 253–258.CrossRef von Holstein-Rathlou S, Petersen NC, Nedergaard M. Voluntary running enhances glymphatic influx in awake behaving, young mice. Neurosci Lett 2018, 662: 253–258.CrossRef
38.
go back to reference Munk AS, Wang W, Bechet NB, Eltanahy AM, Cheng AX, Sigurdsson B, et al. PDGF-B is required for development of the glymphatic system. Cell Rep 2019, 26: 2955-2969 e2953. Munk AS, Wang W, Bechet NB, Eltanahy AM, Cheng AX, Sigurdsson B, et al. PDGF-B is required for development of the glymphatic system. Cell Rep 2019, 26: 2955-2969 e2953.
39.
go back to reference Xia M, Yang L, Sun G, Qi S, Li B. Mechanism of depression as a risk factor in the development of Alzheimer’s disease: the function of AQP4 and the glymphatic system. Psychopharmacology (Berl) 2017, 234: 365–379.CrossRef Xia M, Yang L, Sun G, Qi S, Li B. Mechanism of depression as a risk factor in the development of Alzheimer’s disease: the function of AQP4 and the glymphatic system. Psychopharmacology (Berl) 2017, 234: 365–379.CrossRef
40.
go back to reference Dai JK, Wang SX, Shan D, Niu HC, Lei H. Super-resolution track-density imaging reveals fine anatomical features in tree shrew primary visual cortex and hippocampus. Neurosci Bull 2018, 34: 438–448.CrossRef Dai JK, Wang SX, Shan D, Niu HC, Lei H. Super-resolution track-density imaging reveals fine anatomical features in tree shrew primary visual cortex and hippocampus. Neurosci Bull 2018, 34: 438–448.CrossRef
41.
go back to reference Mestre H, Hablitz LM, Xavier AL, Feng W, Zou W, Pu T, et al. Aquaporin-4-dependent glymphatic solute transport in the rodent brain. Elife 2018, 7. Mestre H, Hablitz LM, Xavier AL, Feng W, Zou W, Pu T, et al. Aquaporin-4-dependent glymphatic solute transport in the rodent brain. Elife 2018, 7.
42.
go back to reference Deane R, Wu Z, Sagare A, Davis J, Du Yan S, Hamm K, et al. LRP/amyloid beta-peptide interaction mediates differential brain efflux of Abeta isoforms. Neuron 2004, 43: 333–344.CrossRef Deane R, Wu Z, Sagare A, Davis J, Du Yan S, Hamm K, et al. LRP/amyloid beta-peptide interaction mediates differential brain efflux of Abeta isoforms. Neuron 2004, 43: 333–344.CrossRef
Metadata
Title
Quantitative Determination of Glymphatic Flow Using Spectrophotofluorometry
Authors
Yu Zhang
Jian Song
Xu-Zhong He
Jian Xiong
Rong Xue
Jia-Hao Ge
Shi-Yu Lu
Die Hu
Guo-Xing Zhang
Guang-Yin Xu
Lin-Hui Wang
Publication date
01-12-2020
Publisher
Springer Singapore
Published in
Neuroscience Bulletin / Issue 12/2020
Print ISSN: 1673-7067
Electronic ISSN: 1995-8218
DOI
https://doi.org/10.1007/s12264-020-00548-w

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