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
Open accessAbstract
Unlabelled 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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Administration of non-absorbable antibiotics in patients with hepatic encephalopathy and mild cognitive impairment improves cognitive performance, subcortical brain activity, fronto-parietal connectivity, and serum metabolomic profile.
“Administration of non-absorbable antibiotics in patients with hepatic encephalopathy and mild cognitive impairment improves cognitive performance, subcortical brain activity, fronto-parietal connectivity, and serum metabolomic profile (418, 419).”
From Signalling cognition: The gut microbiota and hypothalamic-pituitary-adrenal axis (2023) · cites this paper as [418]
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Cites
Advances in functional and structural MR image analysis and implementation as FSL
Smith, S. M., Jenkinson, M., Woolrich, M. W., Beckmann, C. F., Behrens, T. E. J., Johansen-Berg, H., Bannister, P. R., De Luca, M., Drobnjak, I., Flitney, D. E., et al. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2004.07.051 · Cited by 13,630 · see citing works
A Model to Predict Survival in Patients With End–Stage Liver Disease
Kamath, P. S., Wiesner, R. H., Malinchoc, M., Kremers, W. K., Therneau, T. M., Kosberg, C. L., D’Amico, G., Dickson, R. E., & Kim, W. R. (2001) · Hepatology · doi:10.1053/jhep.2001.22172 · Cited by 4,989 · see citing works
Estimation of metabolite concentrations from localized in vivo proton NMR spectra
Provencher, S. W. (1993) · Magnetic Resonance in Medicine · doi:10.1002/mrm.1910300604 · Cited by 3,659 · see citing works
Ferenci, P., Lockwood, A. H., Mullen, K. D., Tarter, R. E., Weißenborn, K., & Blei, A. T. (2002) · Hepatology · doi:10.1053/jhep.2002.31250 · Cited by 2,035 · see citing works
Temporal dynamics of brain activation during a working memory task
Cohen, J. D., Perlstein, W. M., Braver, T. S., Nystrom, L. E., Noll, D. C., Jonides, J., & Smith, E. E. (1997) · Nature · doi:10.1038/386604a0 · Cited by 1,876 · see citing works
Reproducibility of quantitative tractography methods applied to cerebral white matter
Wakana, S., Caprihan, A., Panzenboeck, M. M., Fallon, J. H., Perry, M., Gollub, R. L., Hua, K., Zhang, J., Jiang, H., Dubey, P., et al. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2007.02.049 · Cited by 1,686 · see citing works
Automatic quantitation of localized in vivo1H spectra with LCModel
Provencher, S. W. (2001) · NMR in Biomedicine · doi:10.1002/nbm.698 · Cited by 1,640 · see citing works
Hua, K., Zhang, J., Wakana, S., Jiang, H., Li, X., Reich, D. S., Calabresi, P. A., Pekar, J. J., van Zijl, P. C. M., & Mori, S. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2007.07.053 · Cited by 1,507 · see citing works
Right hemispheric dominance of inhibitory control: An event-related functional MRI study
Garavan, H., Ross, T. J., & Stein, E. A. (1999) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.96.14.8301 · Cited by 1,394 · see citing works
Localization of a human system for sustained attention by positron emission tomography
Pardo, J. V., Fox, P. T., & Raichle, M. E. (1991) · Nature · doi:10.1038/349061a0 · Cited by 1,284 · see citing works
Interactions between frontal cortex and basal ganglia in working memory: A computational model
FRANK, M. J., LOUGHRY, B., & O'REILLY, R. C. (2001) · Cognitive, Affective, & Behavioral Neuroscience · doi:10.3758/cabn.1.2.137 · Cited by 879 · see citing works
Neuropsychological characterization of hepatic encephalopathy
Weißenborn, K., Ennen, J. C., Schomerus, H., Rückert, N., & Hecker, H. (2001) · Journal of Hepatology · doi:10.1016/s0168-8278(01)00026-5 · Cited by 796 · see citing works
Owen, A. M., Evans, A. C., & Petrides, M. (1996) · Cerebral Cortex · doi:10.1093/cercor/6.1.31 · Cited by 742 · see citing works
Intrinsic connections and architectonics of posterior parietal cortex in the rhesus monkey
Pandya, D., & Seltzer, B. (1982) · The Journal of comparative neurology · doi:10.1002/cne.902040208 · Cited by 730 · see citing works
Petrides, M., Alivisatos, B., Evans, A. C., & Meyer, E. (1993) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.90.3.873 · Cited by 660 · see citing works
(1992) · Progress in brain research · doi:10.1016/s0079-6123(08)61730-6 · Cited by 452 · see citing works
Bajaj, J. S., Heuman, D. M., Sanyal, A. J., Hylemon, P. B., Sterling, R. K., Stravitz, R. T., Fuchs, M., Ridlon, J. M., Daita, K., Monteith, P., et al. (2013) · PLoS ONE · doi:10.1371/journal.pone.0060042 · Cited by 430 · see citing works
Spectrum of neurocognitive impairment in cirrhosis
Bajaj, J. S., Wade, J. B., & Sanyal, A. J. (2009) · Hepatology · doi:10.1002/hep.23216 · Cited by 343 · see citing works
Self-citationCharacteristics of Minimal Hepatic Encephalopathy
Amodio, P., Montagnese, S., Gatta, A., & Morgan, M. Y. (2004) · Metabolic Brain Disease · doi:10.1023/b:mebr.0000043975.01841.de · Cited by 291 · see citing works
Minimal hepatic encephalopathy: diagnosis, clinical significance and recommendations
Ortiz, M., Jacas, C., & Córdoba, J. (2004) · Journal of Hepatology · doi:10.1016/j.jhep.2004.11.028 · Cited by 273 · see citing works
Sidhu, S. S., Goyal, O., Mishra, B. P., Sood, A., Chhina, R. S., & Soni, R. K. (2010) · The American Journal of Gastroenterology · doi:10.1038/ajg.2010.455 · Cited by 244 · see citing works
Bajaj, J. S., Heuman, D. M., Wade, J. B., Gibson, D. P., Saeian, K., Wegelin, J. A., Hafeezullah, M., Bell, D. E., Sterling, R. K., Stravitz, R. T., et al. (2010) · Gastroenterology · doi:10.1053/j.gastro.2010.08.061 · Cited by 243 · see citing works
Self-citationKale, R. A., Gupta, R. K., Saraswat, V. A., Hasan, K. M., Trivedi, R., Mishra, A. M., Ranjan, P., Pandey, C. M., & Narayana, P. A. (2006) · Hepatology · doi:10.1002/hep.21114 · Cited by 193 · see citing works
Bilateral activation of fronto-parietal networks by incrementing demand in a working memory task
Klingberg, T., O’Sullivan, B., & Roland, P. E. (1997) · Cerebral Cortex · doi:10.1093/cercor/7.5.465 · Cited by 190 · see citing works
Helmstaedter, C., Richter, S., Röske, S., et al. (2007) · Epilepsia · doi:10.1111/j.1528-1167.2007.01386.x · Cited by 171 · see citing works
Attention, Memory, and Cognitive Function in Hepatic Encephalopathy
Weißenborn, K., Giewekemeyer, K., Heidenreich, S., Bokemeyer, M., Berding, G., & Ahl, B. (2005) · Metabolic Brain Disease · doi:10.1007/s11011-005-7919-z · Cited by 169 · see citing works
Multiple visual areas in the posterior parietal cortex of primates.
Cavada, C., & Goldman-Rakic, P. (1993) · Progress in Brain Research · doi:10.1016/s0079-6123(08)60363-5 · Cited by 106 · see citing works
A longitudinal systems biology analysis of lactulose withdrawal in hepatic encephalopathy
Bajaj, J. S., Gillevet, P. M., Patel, N. R., Ahluwalia, V., Ridlon, J. M., Kettenmann, B., Schubert, C. M., Sikaroodi, M., Heuman, D. M., Crossey, M. M. E., et al. (2012) · Metabolic Brain Disease · doi:10.1007/s11011-012-9303-0 · Cited by 96 · see citing works
Self-citationNeural mechanism underlying impaired visual judgement in the dysmetabolic brain: an fMRI study
Zafiris, O., KIRCHEIS, G., Rood, H. A., Boers, F., Häussinger, D., & Zilles, K. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2004.01.038 · Cited by 95 · see citing works
Cirrhosis-related Parkinsonism: Prevalence, mechanisms and response to treatments
Tryc, A. B., Goldbecker, A., Berding, G., et al. (2012) · Journal of Hepatology · doi:10.1016/j.jhep.2012.11.043 · Cited by 83 · see citing works
Jain, L., Sharma, B. C., Srivastava, S., et al. (2013) · Journal of Gastroenterology and Hepatology · doi:10.1111/jgh.12160 · Cited by 72 · see citing works
Zhang, L. J., Zheng, G., Zhang, L., et al. (2012) · Radiology · doi:10.1148/radiol.12120185 · Cited by 72 · see citing works
Value of the Apparent Diffusion Coefficient for Quantification of Low-Grade Hepatic Encephalopathy
Sugimoto, R., Iwasa, M., Maeda, M., et al. (2008) · The American Journal of Gastroenterology · doi:10.1111/j.1572-0241.2008.01788.x · Cited by 58 · see citing works
How Does Hippocampus Contribute to Working Memory Processing?
Leszczyński, M. (2011) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2011.00168 · Cited by 58 · see citing works
Zhang, L. J., Yang, G., Yin, J., Liu, Y., & Qi, J. (2007) · Acta Radiologica · doi:10.1080/02841850701308378 · Cited by 53 · see citing works
Multimodality MR Imaging Findings of Low-Grade Brain Edema in Hepatic Encephalopathy
Zhang, L. J., Zhong, J., & Lu, G. (2012) · American Journal of Neuroradiology · doi:10.3174/ajnr.a2968 · Cited by 47 · see citing works
Memory for famous faces and the temporal pole: Functional imaging findings in temporal lobe epilepsy
Griffith, H. R., Richardson, E. J., Pyzalski, R. W., Bell, B. D., Dow, C., Hermann, B. P., & Seidenberg, M. (2006) · Epilepsy & Behavior · doi:10.1016/j.yebeh.2006.04.024 · Cited by 36 · see citing works
Liao, L.-M., Zhou, L., Le, H., et al. (2012) · Brain Research · doi:10.1016/j.brainres.2012.01.036 · Cited by 35 · see citing works
Common Neural Recruitment across Diverse Sustained Attention Tasks
Grahn, J. A., & Manly, T. (2012) · PLoS ONE · doi:10.1371/journal.pone.0049556 · Cited by 31 · see citing works
Modulation of neural activation following treatment of hepatic encephalopathy
McPhail, M. J. W., Leech, R., Grover, V. P. B., Fitzpatrick, J. A., Dhanjal, N. S., Crossey, M. M. E., Pflugrad, H., Saxby, B. K., Wesnes, K. A., Dresner, M. A., et al. (2013) · Neurology · doi:10.1212/wnl.0b013e31828726e1 · Cited by 24 · see citing works
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Mayer, E. A., Knight, R., Mazmanian, S. K., Cryan, J. F., & Tillisch, K. (2014) · The Journal of Neuroscience · doi:10.1523/jneurosci.3299-14.2014 · Cited by 1,033 · see citing works
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- Authors
- Ahluwalia, V., Wade, J. B., Heuman, D. M., Hammeke, T. A., Sanyal, A. J., Sterling, R. K., Stravitz, R. T., Luketic, V., Siddiqui, M. S., Puri, P., Fuchs, M., Lennon, M. J., Kraft, K. A., Gilles, H., White, M. B., Noble, N. A., & Bajaj, J. S.
- Affiliations
- Virginia Commonwealth University (US)
- Medical College of Wisconsin (US)
- Corresponding author
- Bajaj, Jasmohan S.
- ORCID
- Venue
- Metabolic Brain Disease
- Published
- 2014-03-04
- Volume
- 29
- Issue
- 4
- Pages
- 1017-1025
- ISSN
- 0885-7490 (ISSN-L)
- 1573-7365
- PMC
- PMC4155029
- OpenAlex
- W2025612159
- Cited by
- 92
- References
- 40
- Citations by year
- 2026: 3 · 2025: 8 · 2024: 11 · 2023: 6 · 2022: 9 · 2021: 9 · 2020: 2 · 2019: 7 · 2018: 14 · 2017: 5 · 2016: 7 · 2015: 6 · 2014: 4
- FWCI
- 4.11
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Metabolic Brain Disease (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute on Alcohol Abuse and Alcoholism (R01AA020203)
- National Institute of Diabetes and Digestive and Kidney Diseases (R01DK087913)
- National Center for Complementary and Integrative Health (U01AT004428)
- Topics
- Health Sciences › Medicine › Hepatology › Liver Disease and Transplantation
- Health Sciences › Medicine › Radiology, Nuclear Medicine and Imaging › Advanced MRI Techniques and Applications
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Keywords
- rifaximin, minimal hepatic encephalopathy, liver cirrhosis, gut-liver-brain axis, endotoxemia, working memory, inhibitory control, functional connectivity, n-back task, subcortical activation, fractional anisotropy, brain metabolites, cognitive impairment
- MeSH terms
- Rifaximin, Anti-Bacterial Agents, Brain, Brain Chemistry, Cognition Disorders, Female, Hepatic Encephalopathy, Humans, Inhibition, Psychological, Intestines, Liver, Liver Cirrhosis, Magnetic Resonance Imaging, Male, Memory, Short-Term, Middle Aged, Neuropsychological Tests, Magnetic Resonance Spectroscopy, Rifamycins, Bacterial Translocation, Diffusion Tensor Imaging, Functional Neuroimaging, Connectome, Microbiota, Multimodal Imaging
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