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Published in: Metabolic Brain Disease 4/2014

01-12-2014 | Research Article

Enhancement of functional connectivity, working memory and inhibitory control on multi-modal brain MR imaging with Rifaximin in Cirrhosis: Implications for the gut-liver-brain axis

Authors: Vishwadeep Ahluwalia, James B. Wade, Douglas M. Heuman, Thomas A. Hammeke, Arun J. Sanyal, Richard K. Sterling, R. Todd Stravitz, Velimir Luketic, Mohammad S. Siddiqui, Puneet Puri, Michael Fuchs, Micheal J. Lennon, Kenneth A. Kraft, HoChong Gilles, Melanie B. White, Nicole A. Noble, Jasmohan S. Bajaj

Published in: Metabolic Brain Disease | Issue 4/2014

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Abstract

Minimal hepatic encephalopathy (MHE) impairs daily functioning in cirrhosis, but its functional brain impact is not completely understood. To evaluate the effect of rifaximin, a gut-specific antibiotic, on the gut-liver-brain axis in MHE. Hypothesis: Rifaximin will reduce endotoxemia, enhance cognition, increase activation during working memory(N-back) and reduce activation needed for inhibitory control tasks. Methods: Cirrhotics with MHE underwent baseline endotoxin and cognitive testing, then underwent fMRI, diffusion tensor imaging and MR spectroscopy(MRS). On fMRI, two tasks; N-back (outcome: correct responses) and inhibitory control tests(outcomes: lure inhibition) were performed. All procedures were repeated after 8 weeks of rifaximin. Results were compared before/after rifaximin. Results: 20 MHE patients (59.7 years) were included; sixteen completed pre/post-rifaximin scanning with 92 % medication compliance. Pre-rifaximin patients had cognitive impairment. At trial-end, there was a significantly higher correct 2-back responses, ICT lure inhibitions and reduced endotoxemia(p = 0.002). This was accompanied by significantly higher activation from baseline in subcortical structures (thalamus, caudate, insula and hippocampus) and left parietal operculum (LPO) during N-back, decrease in fronto-parietal activation required for inhibiting lures, including LPO during ICT compared to baseline values. Connectivity studies in N-back showed significant shifts in linkages after therapy in fronto-parietal regions with a reduction in fractional anisotropy (FA) but not mean diffusivity (MD), and no change in MRS metabolites at the end of the trial. A significant improvement in cognition including working memory and inhibitory control, and fractional anisotropy without effect on MD or MRS, through modulation of fronto-parietal and subcortical activation and connectivity was seen after open-label rifaximin therapy in MHE.
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Literature
go back to reference Amodio P, Montagnese S, Gatta A, Morgan MY (2004) Characteristics of minimal hepatic encephalopathy. Metab Brain Dis 19(3–4):253–267PubMedCrossRef Amodio P, Montagnese S, Gatta A, Morgan MY (2004) Characteristics of minimal hepatic encephalopathy. Metab Brain Dis 19(3–4):253–267PubMedCrossRef
go back to reference Bajaj JS, Heuman DM, Wade JB, Gibson DP, Saeian K, Wegelin JA, Hafeezullah M, Bell DE, Sterling RK, Stravitz RT, Fuchs M, Luketic V, Sanyal AJ (2011) Rifaximin improves driving simulator performance in a randomized trial of patients with minimal hepatic encephalopathy. Gastroenterology 140(2):478–487. doi:10.1053/j.gastro.2010.08.061 PubMedCentralPubMedCrossRef Bajaj JS, Heuman DM, Wade JB, Gibson DP, Saeian K, Wegelin JA, Hafeezullah M, Bell DE, Sterling RK, Stravitz RT, Fuchs M, Luketic V, Sanyal AJ (2011) Rifaximin improves driving simulator performance in a randomized trial of patients with minimal hepatic encephalopathy. Gastroenterology 140(2):478–487. doi:10.​1053/​j.​gastro.​2010.​08.​061 PubMedCentralPubMedCrossRef
go back to reference Bajaj JS, Gillevet PM, Patel NR, Ahluwalia V, Ridlon JM, Kettenmann B, Schubert CM, Sikaroodi M, Heuman DM, Crossey MM, Bell DE, Hylemon PB, Fatouros PP, Taylor-Robinson SD (2012) A longitudinal systems biology analysis of lactulose withdrawal in hepatic encephalopathy. Metab Brain Dis 27(2):205–215. doi:10.1007/s11011-012-9303-0 PubMedCrossRef Bajaj JS, Gillevet PM, Patel NR, Ahluwalia V, Ridlon JM, Kettenmann B, Schubert CM, Sikaroodi M, Heuman DM, Crossey MM, Bell DE, Hylemon PB, Fatouros PP, Taylor-Robinson SD (2012) A longitudinal systems biology analysis of lactulose withdrawal in hepatic encephalopathy. Metab Brain Dis 27(2):205–215. doi:10.​1007/​s11011-012-9303-0 PubMedCrossRef
go back to reference Bajaj JS, Heuman DM, Sanyal AJ, Hylemon PB, Sterling RK, Stravitz RT, Fuchs M, Ridlon JM, Daita K, Monteith P, Noble NA, White MB, Fisher A, Sikaroodi M, Rangwala H, Gillevet PM (2013) Modulation of the metabiome by rifaximin in patients with cirrhosis and minimal hepatic encephalopathy. PLoS One 8(4):e60042. doi:10.1371/journal.pone.0060042 PubMedCentralPubMedCrossRef Bajaj JS, Heuman DM, Sanyal AJ, Hylemon PB, Sterling RK, Stravitz RT, Fuchs M, Ridlon JM, Daita K, Monteith P, Noble NA, White MB, Fisher A, Sikaroodi M, Rangwala H, Gillevet PM (2013) Modulation of the metabiome by rifaximin in patients with cirrhosis and minimal hepatic encephalopathy. PLoS One 8(4):e60042. doi:10.​1371/​journal.​pone.​0060042 PubMedCentralPubMedCrossRef
go back to reference Cavada C, Goldman-Rakic PS (1993) Multiple visual areas in the posteror parietal cortex of primates. In: Hicks T, Motochnikoff S, Ono T (eds) Progress in Brain Research. Elsevier, New York Cavada C, Goldman-Rakic PS (1993) Multiple visual areas in the posteror parietal cortex of primates. In: Hicks T, Motochnikoff S, Ono T (eds) Progress in Brain Research. Elsevier, New York
go back to reference Cohen JD, Perlstein WM, Braver TS, Nystrom LE, Noll DC, Jonides J, Smith EE (1997) Temporal dynamics of brain activation during a working memory task. Nature 386(6625):604–608PubMedCrossRef Cohen JD, Perlstein WM, Braver TS, Nystrom LE, Noll DC, Jonides J, Smith EE (1997) Temporal dynamics of brain activation during a working memory task. Nature 386(6625):604–608PubMedCrossRef
go back to reference Ferenci P, Lockwood A, Mullen K, Tarter R, Weissenborn K, Blei AT (2002) Hepatic encephalopathy--definition, nomenclature, diagnosis, and quantification: final report of the working party at the 11th World Congresses of Gastroenterology, Vienna, 1998. Hepatology 35(3):716–721. doi:10.1053/jhep.2002.31250 PubMedCrossRef Ferenci P, Lockwood A, Mullen K, Tarter R, Weissenborn K, Blei AT (2002) Hepatic encephalopathy--definition, nomenclature, diagnosis, and quantification: final report of the working party at the 11th World Congresses of Gastroenterology, Vienna, 1998. Hepatology 35(3):716–721. doi:10.​1053/​jhep.​2002.​31250 PubMedCrossRef
go back to reference Frank MJ, Loughry B, O'Reilly RC (2001) Interactions between frontal cortex and basal ganglia in working memory: a computational model. Cogn Affect Behav Neurosci 1(2):137–160PubMedCrossRef Frank MJ, Loughry B, O'Reilly RC (2001) Interactions between frontal cortex and basal ganglia in working memory: a computational model. Cogn Affect Behav Neurosci 1(2):137–160PubMedCrossRef
go back to reference Garavan H, Ross TJ, Stein EA (1999) Right hemispheric dominance of inhibitory control: an event-related functional MRI study. Proc Natl Acad Sci U S A 96(14):8301–8306PubMedCentralPubMedCrossRef Garavan H, Ross TJ, Stein EA (1999) Right hemispheric dominance of inhibitory control: an event-related functional MRI study. Proc Natl Acad Sci U S A 96(14):8301–8306PubMedCentralPubMedCrossRef
go back to reference Griffith HR, Richardson E, Pyzalski RW, Bell B, Dow C, Hermann BP, Seidenberg M (2006) Memory for famous faces and the temporal pole: functional imaging findings in temporal lobe epilepsy. Epilepsy & behavior : E&B 9(1):173–180. doi:10.1016/j.yebeh.2006.04.024 CrossRef Griffith HR, Richardson E, Pyzalski RW, Bell B, Dow C, Hermann BP, Seidenberg M (2006) Memory for famous faces and the temporal pole: functional imaging findings in temporal lobe epilepsy. Epilepsy & behavior : E&B 9(1):173–180. doi:10.​1016/​j.​yebeh.​2006.​04.​024 CrossRef
go back to reference Helmstaedter C, Richter S, Roske S, Oltmanns F, Schramm J, Lehmann TN (2008) Differential effects of temporal pole resection with amygdalohippocampectomy versus selective amygdalohippocampectomy on material-specific memory in patients with mesial temporal lobe epilepsy. Epilepsia 49(1):88–97. doi:10.1111/j.1528-1167.2007.01386.x PubMedCrossRef Helmstaedter C, Richter S, Roske S, Oltmanns F, Schramm J, Lehmann TN (2008) Differential effects of temporal pole resection with amygdalohippocampectomy versus selective amygdalohippocampectomy on material-specific memory in patients with mesial temporal lobe epilepsy. Epilepsia 49(1):88–97. doi:10.​1111/​j.​1528-1167.​2007.​01386.​x PubMedCrossRef
go back to reference Jain L, Sharma BC, Srivastava S, Puri SK, Sharma P, Sarin S (2013) Serum Endotoxin, Inflammatory mediators and Magnetic Resonance Spectroscopy before and after treatment in patients with Minimal Hepatic Encephalopathy. J Gastroenterol Hepatol. doi:10.1111/jgh.12160 Jain L, Sharma BC, Srivastava S, Puri SK, Sharma P, Sarin S (2013) Serum Endotoxin, Inflammatory mediators and Magnetic Resonance Spectroscopy before and after treatment in patients with Minimal Hepatic Encephalopathy. J Gastroenterol Hepatol. doi:10.​1111/​jgh.​12160
go back to reference Kale RA, Gupta RK, Saraswat VA, Hasan KM, Trivedi R, Mishra AM, Ranjan P, Pandey CM, Narayana PA (2006) Demonstration of interstitial cerebral edema with diffusion tensor MR imaging in type C hepatic encephalopathy. Hepatology 43(4):698–706. doi:10.1002/hep.21114 PubMedCrossRef Kale RA, Gupta RK, Saraswat VA, Hasan KM, Trivedi R, Mishra AM, Ranjan P, Pandey CM, Narayana PA (2006) Demonstration of interstitial cerebral edema with diffusion tensor MR imaging in type C hepatic encephalopathy. Hepatology 43(4):698–706. doi:10.​1002/​hep.​21114 PubMedCrossRef
go back to reference Klingberg T, O'Sullivan BT, Roland PE (1997) Bilateral activation of fronto-parietal networks by incrementing demand in a working memory task. Cereb Cortex 7(5):465–471PubMedCrossRef Klingberg T, O'Sullivan BT, Roland PE (1997) Bilateral activation of fronto-parietal networks by incrementing demand in a working memory task. Cereb Cortex 7(5):465–471PubMedCrossRef
go back to reference Owen AM, Evans AC, Petrides M (1996) Evidence for a two-stage model of spatial working memory processing within the lateral frontal cortex: a positron emission tomography study. Cereb Cortex 6(1):31–38PubMedCrossRef Owen AM, Evans AC, Petrides M (1996) Evidence for a two-stage model of spatial working memory processing within the lateral frontal cortex: a positron emission tomography study. Cereb Cortex 6(1):31–38PubMedCrossRef
go back to reference Pandya DN, Selzer B (1982) Intrinsic connections and architectonic's of posterior parietal cortex in the rhesus monkey. J Comp Neurol 204:196–204PubMedCrossRef Pandya DN, Selzer B (1982) Intrinsic connections and architectonic's of posterior parietal cortex in the rhesus monkey. J Comp Neurol 204:196–204PubMedCrossRef
go back to reference Pardo JV, Fox PT, Raichle ME (1991) Localization of a human system for sustained attention by positron emission tomography. Nature 349(6304):61–64PubMedCrossRef Pardo JV, Fox PT, Raichle ME (1991) Localization of a human system for sustained attention by positron emission tomography. Nature 349(6304):61–64PubMedCrossRef
go back to reference Petrides M, Alivisatos B, Evans AC, Meyer E (1993) Dissociation of human mid-dorsolateral from posterior dorsolateral frontal cortex in memory processing. Proc Natl Acad Sci U S A 90(3):873–877PubMedCentralPubMedCrossRef Petrides M, Alivisatos B, Evans AC, Meyer E (1993) Dissociation of human mid-dorsolateral from posterior dorsolateral frontal cortex in memory processing. Proc Natl Acad Sci U S A 90(3):873–877PubMedCentralPubMedCrossRef
go back to reference Provencher SW (1993) Estimation of metabolite concentrations from localized in vivo proton NMR spectra. Magn Reson Med 30(6):672–679PubMedCrossRef Provencher SW (1993) Estimation of metabolite concentrations from localized in vivo proton NMR spectra. Magn Reson Med 30(6):672–679PubMedCrossRef
go back to reference Sidhu SS, Goyal O, Mishra BP, Sood A, Chhina RS, Soni RK (2011) Rifaximin improves psychometric performance and health-related quality of life in patients with minimal hepatic encephalopathy (the RIME Trial). Am J Gastroenterol 106(2):307–316. doi:10.1038/ajg.2010.455 PubMedCrossRef Sidhu SS, Goyal O, Mishra BP, Sood A, Chhina RS, Soni RK (2011) Rifaximin improves psychometric performance and health-related quality of life in patients with minimal hepatic encephalopathy (the RIME Trial). Am J Gastroenterol 106(2):307–316. doi:10.​1038/​ajg.​2010.​455 PubMedCrossRef
go back to reference Smith SM, Jenkinson M, Woolrich MW, Beckmann CF, Behrens TE, Johansen-Berg H, Bannister PR, De Luca M, Drobnjak I, Flitney DE, Niazy RK, Saunders J, Vickers J, Zhang Y, De Stefano N, Brady JM, Matthews PM (2004) Advances in functional and structural MR image analysis and implementation as FSL. Neuroimage 23(Suppl 1):S208–219. doi:10.1016/j.neuroimage.2004.07.051 PubMedCrossRef Smith SM, Jenkinson M, Woolrich MW, Beckmann CF, Behrens TE, Johansen-Berg H, Bannister PR, De Luca M, Drobnjak I, Flitney DE, Niazy RK, Saunders J, Vickers J, Zhang Y, De Stefano N, Brady JM, Matthews PM (2004) Advances in functional and structural MR image analysis and implementation as FSL. Neuroimage 23(Suppl 1):S208–219. doi:10.​1016/​j.​neuroimage.​2004.​07.​051 PubMedCrossRef
go back to reference Tryc AB, Goldbecker A, Berding G, Rumke S, Afshar K, Shahrezaei GH, Pflugrad H, Barg-Hock H, Strassburg CP, Hecker H, Weissenborn K (2012) Cirrhosis-related Parkinsonism: Prevalence, mechanisms and response to treatments. J Hepatol. doi:10.1016/j.jhep.2012.11.043 PubMed Tryc AB, Goldbecker A, Berding G, Rumke S, Afshar K, Shahrezaei GH, Pflugrad H, Barg-Hock H, Strassburg CP, Hecker H, Weissenborn K (2012) Cirrhosis-related Parkinsonism: Prevalence, mechanisms and response to treatments. J Hepatol. doi:10.​1016/​j.​jhep.​2012.​11.​043 PubMed
go back to reference Weissenborn K, Ennen JC, Schomerus H, Ruckert N, Hecker H (2001) Neuropsychological characterization of hepatic encephalopathy. J Hepatol 34(5):768–773PubMedCrossRef Weissenborn K, Ennen JC, Schomerus H, Ruckert N, Hecker H (2001) Neuropsychological characterization of hepatic encephalopathy. J Hepatol 34(5):768–773PubMedCrossRef
go back to reference Zafiris O, Kircheis G, Rood HA, Boers F, Haussinger D, Zilles K (2004) Neural mechanism underlying impaired visual judgement in the dysmetabolic brain: an fMRI study. Neuroimage 22(2):541–552. doi:10.1016/j.neuroimage PubMedCrossRef Zafiris O, Kircheis G, Rood HA, Boers F, Haussinger D, Zilles K (2004) Neural mechanism underlying impaired visual judgement in the dysmetabolic brain: an fMRI study. Neuroimage 22(2):541–552. doi:10.​1016/​j.​neuroimage PubMedCrossRef
go back to reference Zhang LJ, Zheng G, Zhang L, Zhong J, Wu S, Qi R, Li Q, Wang L, Lu G (2012a) Altered brain functional connectivity in patients with cirrhosis and minimal hepatic encephalopathy: a functional MR imaging study. Radiology 265(2):528–536. doi:10.1148/radiol.12120185 CrossRef Zhang LJ, Zheng G, Zhang L, Zhong J, Wu S, Qi R, Li Q, Wang L, Lu G (2012a) Altered brain functional connectivity in patients with cirrhosis and minimal hepatic encephalopathy: a functional MR imaging study. Radiology 265(2):528–536. doi:10.​1148/​radiol.​12120185 CrossRef
Metadata
Title
Enhancement of functional connectivity, working memory and inhibitory control on multi-modal brain MR imaging with Rifaximin in Cirrhosis: Implications for the gut-liver-brain axis
Authors
Vishwadeep Ahluwalia
James B. Wade
Douglas M. Heuman
Thomas A. Hammeke
Arun J. Sanyal
Richard K. Sterling
R. Todd Stravitz
Velimir Luketic
Mohammad S. Siddiqui
Puneet Puri
Michael Fuchs
Micheal J. Lennon
Kenneth A. Kraft
HoChong Gilles
Melanie B. White
Nicole A. Noble
Jasmohan S. Bajaj
Publication date
01-12-2014
Publisher
Springer US
Published in
Metabolic Brain Disease / Issue 4/2014
Print ISSN: 0885-7490
Electronic ISSN: 1573-7365
DOI
https://doi.org/10.1007/s11011-014-9507-6

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