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Cognitive impairment and CSF proteome modification after oral bacteriotherapy in HIV patients

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Abstract

Objective: To investigate whether a probiotic supplementation to cART patients modifies the cerebrospinal fluid (CSF) proteome and improves neurocognitive impairment. Methods: 26 CSF samples from 13 HIV-positive patients [six patients living with HIV (PLHIV) and seven patients with a history of AIDS (PHAIDS)] were analyzed. All patients underwent to neurocognitive evaluation and blood sampling at baseline and after 6 months of oral bacteriotherapy. Immune phenotyping and activation markers (CD38 and HLA-DR) were evaluated on peripheral blood mononuclear cells (PBMC). Plasma levels of IL-6, sCD14, and MIP-1β were detected, by enzyme-linked immunosorbent assay (ELISA). Functional proteomic analysis of CSF sample was conducted by two-dimensional electrophoresis; a multivariate analysis was performed by principal component analysis (PCA) and data were enriched by STRING software. Results: Oral bacteriotherapy leads to an improvement on several cognitive test and neurocognitive performance in both groups of HIV-positive subjects. A reduction in the percentage of CD4+CD38+HLA–DR+ T cells was also observed at peripheral level after the probiotic intake (p = 0.008). In addition, the probiotic supplementation to cART significantly modifies protein species composition and abundance at the CSF level, especially those related to inflammation (β2-microglobulin p = 0.03; haptoglobin p = 0.06; albumin p = 0.003; hemoglobin p = 0.003; immunoglobulin heavy chains constant region p = 0.02, transthyretin p = 0.02) in PLHIV and PHAIDS. Conclusions: Our results suggest that oral bacteriotherapy as a supplement to cART could exert a role in the amelioration of inflammation state at peripheral and CNS level.

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References

  • Akbari E, Akbari E, Asemi Z, Daneshvar Kakhaki R, Bahmani F, Kouchaki E, Tamtaji OR, Hamidi GA, Salami M (2016) Effect of probiotic supplementation on cognitive function and metabolic status in Alzheimer’s disease: a randomized, double-blind and controlled trial. Front Aging Neurosci 8:256. https://doi.org/10.3389/fnagi.2016.00256

    Article  PubMed  PubMed Central  Google Scholar 

  • Ambalavanan N, Ross AC, Carlo WA (2005) Retinol-binding protein, transthyretin, and C-reactive protein in extremely low birth weight (ELBW) infants. J Perinatol 25(11):714–719. https://doi.org/10.1038/sj.jp.7211398

    Article  CAS  PubMed  Google Scholar 

  • Banks WA, Gray AM, Erickson MA, Salameh TS, Damodarasamy M, Sheibani N, Meabon JS, Wing EE, Morofuji Y, Cook DG, Reed MJ (2015) Lipopolysaccharide-induced blood-brain barrier disruption: roles of cyclooxygenase, oxidative stress, neuroinflammation, and elements of the neurovascular unit. J Neuroinflammation 12:223. https://doi.org/10.1186/s12974-015-0434-1

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Benedict R (2005) Effects of using same- versus alternate-form memory tests during short-interval repeated assessments in multiple sclerosis. J Int Neuropsychol Soc 11(6):727–736. https://doi.org/10.1017/S1355617705050782

    Article  PubMed  Google Scholar 

  • Benedict RH, Zgaljardic DJ (1998) Practice effects during repeated administrations of memory tests with and without alternate forms. J Clin Exp Neuropsychol 20(3):339–352

    Article  CAS  PubMed  Google Scholar 

  • Bini L, Magi B, Cellesi C, Rossolini A, Pallini V (1992) Two-dimensional electrophoresis analysis of human serum proteins during the acute-phase response. Electrophoresis 13(9-10):743–746

    Article  CAS  PubMed  Google Scholar 

  • Bini L, Magi B, Marzocchi B, Cellesi C, Berti B, Raggiaschi R, Rossolini A, Pallini V (1996) Two-dimensional electrophoresis patterns of acute phase human serum proteins in the course of bacterial and viral diseases. Electrophoresis 17:612–616

    Article  CAS  PubMed  Google Scholar 

  • Carter GM, Esmaeili A, Shah H, Indyk D, Johnson M, Andreae M, Sacks HS (2016) Probiotics in human immunodeficiency virus infection: a systematic review and evidence synthesis of benefits and risks. Open Forum Infect 3:ofw164. https://doi.org/10.1093/ofid/ofw164

    Article  CAS  Google Scholar 

  • Ceccarelli G, Brenchley JM, Cavallari EN, Scheri GC, Fratino M, Pinacchio C, Schietroma I, Fard SN, Scagnolari C, Mezzaroma I, Vullo V, d'Ettorre G (2017a) Impact of high-dose multi-strain probiotic supplementation on neurocognitive performance and central nervous system immune activation of HIV-1 infected individuals. Nutrients 9(11). https://doi.org/10.3390/nu9111269

    Article  PubMed Central  Google Scholar 

  • Ceccarelli G, Fratino M, Selvaggi C, Giustini N, Serafino S, Schietroma I, Corano Scheri G, Pavone P, Passavanti G, Alunni Fegatelli D, Mezzaroma I, Antonelli G, Vullo V, Scagnolari C, d'Ettorre G (2017b) A pilot study on the effects of probiotic supplementation on neuropsychological performance and microRNA-29a-c levels in antiretroviral-treated HIV-1-infected patients. Brain Behav 7:e00756. https://doi.org/10.1002/brb3.756

    Article  PubMed  PubMed Central  Google Scholar 

  • Chen JJ, Genereux JC, Suh EH, Vartabedian VF, Rius B, Qu S, Dendle MTA, Kelly JW, Wiseman RL (2016) Endoplasmic reticulum Proteostasis influences the oligomeric state of an Amyloidogenic protein secreted from mammalian cells. Cell Chem Biol 23(10):1282–1293. https://doi.org/10.1016/j.chembiol.2016.09.001

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Cinque P, Brew BJ, Gisslen M, Hagberg L, Price RW (2007) Cerebrospinal fluid markers in central nervous system HIV infection and AIDS dementia complex. In: Vinken PJ, Bruyn GW (eds) Handbook of clinical neurology, vol 85, pp 261–300

    Google Scholar 

  • D’Angelo C, Reale M, Costantini E (2017) Microbiota and probiotics in health and HIV infection. Nutrients 9:615. https://doi.org/10.3390/nu9060615

    Article  CAS  PubMed Central  Google Scholar 

  • d'Ettorre G, Baroncelli S, Micci L, Ceccarelli G, Andreotti M, Sharma P, Fanello G, Fiocca F, Cavallari EN, Giustini N, Mallano A, Galluzzo CM, Vella S, Mastroianni CM, Silvestri G, Paiardini M, Vullo V (2014) Reconstitution of intestinal CD4 and Th17 T cells in antiretroviral therapy suppressed HIV-infected subjects: implication for residual immune activation from the results of a clinical trial. PlosOne. 9(10):e109791. https://doi.org/10.1371/journal.pone.0109791

    Article  CAS  Google Scholar 

  • d'Ettorre G, Rossi G, Scagnolari C, Andreotti M, Giustini N, Serafino S, Schietroma I, Scheri GC, Fard SN, Trinchieri V, Mastromarino P, Selvaggi C, Scarpona S, Fanello G, Fiocca F, Ceccarelli G, Antonelli G, Brenchley JM, Vullo V (2017) Probiotic supplementation promotes a reduction in T-cell activation, an increase in Th17 frequencies, and a recovery of intestinal epithelium integrity and mitochondrial morphology in ART-treated HIV-1-positive patients. Immun Inflamm Dis 5(3):244–260. https://doi.org/10.1002/iid3.160

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Ferguson KE, Iverson GL (2011) Alternate test forms. In: Kreutzer JS, DeLuca J, Caplan B (eds) Encyclopedia of clinical neuropsychology. Springer, New York

    Google Scholar 

  • Getz GE (2011) Parallel Forms. In: Kreutzer JS, DeLuca J, Caplan B (eds) Encyclopedia of clinical neuropsychology. Springer, New York

    Google Scholar 

  • Gold JA, Grill M, Peterson J, Pilcher C, Lee E, Hecht FM, Fuchs D, Yiannoutsos CT, Price RW, Robertson K, Spudich S (2014) Longitudinal characterization of depression and mood states beginning in primary HIV infection. AIDS Behav 18(6):1124–1132. https://doi.org/10.1007/s10461-013-0688-5

    Article  PubMed  Google Scholar 

  • Heaton RK, Clifford DB, Franklin DR Jr, Woods SP, Ake C, Vaida F, Ellis RJ, Letendre SL, Marcotte TD, Atkinson JH, Rivera-Mindt M, Vigil OR, Taylor MJ, Collier AC, Marra CM, Gelman BB, McArthur JC, Morgello S, Simpson DM, McCutchan JA, Abramson I, Gamst A, Fennema-Notestine C, Jernigan TL, Wong J, Grant I, CHARTER Group (2010) HIV-associated neurocognitive disorders persist in the era of potent antiretroviral therapy: CHARTER study. Neurology 75(23):2087–2096. https://doi.org/10.1212/WNL.0b013e318200d727

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Heaton RK, Franklin DR, Ellis RJ, McCutchan JA, Letendre SL, Leblanc S, Corkran SH, Duarte NA, Clifford DB, Woods SP, Collier AC, Marra CM, Morgello S, Mindt MR, Taylor MJ, Marcotte TD, Atkinson JH, Wolfson T, Gelman BB, McArthur JC, Simpson DM, Abramson I, Gamst A, Fennema-Notestine C, Jernigan TL, Wong J, Grant I, CHARTER Group; HNRC Group (2011) HIV-associated neurocognitive disorders before and during the era of combination antiretroviral therapy: differences in rates, nature, and predictors. J Neuro-Oncol 17(1):3–16. https://doi.org/10.1007/s13365-010-0006-1

    Article  CAS  Google Scholar 

  • Hochstrasser DF, Patchornik A, Merril CR (1988) Development of polyacrylamide gels that improve the separation of proteins and their detection by silver staining. Anal Biochem 173:412–423

    Article  CAS  PubMed  Google Scholar 

  • Hunt PW, Sinclair E, Rodriguez B, Shive C, Clagett B, Funderburg N, Robinson J, Huang Y, Epling L, Martin JN, Deeks SG, Meinert CL, Van Natta ML, Jabs DA, Lederman MM (2014) Gut epithelial barrier dysfunction and innate immune activation predict mortality in treated HIV infection. J Infect Dis 210:1228–1238. https://doi.org/10.1093/infdis/jiu238

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Mehta SR, Pérez-Santiago J, Hulgan T, Day TR, Barnholtz-Sloan J, Gittleman H, Letendre S, Ellis R, Heaton R, Patton S, Suben JD, Franklin D, Rosario D, Clifford DB, Collier AC, Marra CM, Gelman BB, McArthur J, McCutchan A, Morgello S, Simpson D, Connor J, Grant I, Kallianpur A (2017) Cerebrospinal fluid cell-free mitochondrial DNA is associated with HIV replication, iron transport, and mild HIV-associated neurocognitive impairment. J Neuroinflammation 14(1):72. https://doi.org/10.1186/s12974-017-0848-z

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Pereira DR, Costa P, Cerqueira JJ (2015 Aug) Repeated assessment and practice effects of the written symbol digit modalities test using a short inter-test interval. Arch Clin Neuropsychol 30(5):424–434. https://doi.org/10.1093/arclin/acv028

    Article  PubMed  Google Scholar 

  • Pinacchio C, Scheri GC, Statzu M, Santinelli L, Ceccarelli G, Innocenti GP et al (2018) Type I/II interferon in HIV-1-infected patients: expression in gut mucosa and in peripheral blood mononuclear cells and its modification upon probiotic supplementation. J Immunol Res 2018:1738676

    Article  PubMed  PubMed Central  Google Scholar 

  • Rahimy E, Li FY, Hagberg L, Fuchs D, Robertson K, Meyerhoff DJ, Zetterberg H, Price RW, Gisslén M, Spudich S (2017) Blood-brain barrier disruption is initiated during primary HIV infection and not rapidly altered by antiretroviral therapy. J Infect Dis 215(7):1132–1140. https://doi.org/10.1093/infdis/jix013

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Richardson SJ, Wijayagunaratne RC, D'Souza DG, Darras VM, Van Herck SL (2015) Transport of thyroid hormones via the choroid plexus into the brain: the roles of transthyretin and thyroid hormone transmembrane transporters. Front Neurosci 9:66. https://doi.org/10.3389/fnins.2015.00066

    Article  PubMed  PubMed Central  Google Scholar 

  • Righy C, Turon R, Freitas G, Japiassú AM, Faria Neto HCC, Bozza M, Oliveira MF, Bozza FA (2018) Hemoglobin metabolism by-products are associated with an inflammatory response in patients with hemorrhagic stroke. Rev Bras Ter Intensiva 30(1):21–27. https://doi.org/10.5935/0103-507x.20180003

    Article  PubMed  PubMed Central  Google Scholar 

  • Salas JT, Chang TL (2014) Microbiome in human immunodeficiency virus infection. Clin Lab Med 34:733–745. https://doi.org/10.1016/j.cll.2014.08.005

    Article  PubMed  PubMed Central  Google Scholar 

  • Spudich SS, Spudich SS, Nilsson AC, Lollo ND, Liegler TJ, Petropoulos CJ, Deeks SG, Paxinos EE, Price RW (2005) Cerebrospinal fluid HIV infection and pleocytosis: relation to systemic infection and antiretroviral treatment. BMC Infect Dis 5:98. https://doi.org/10.1186/1471-2334-5-98

    Article  PubMed  PubMed Central  Google Scholar 

  • Spudich S, Gisslen M, Hagberg L, Lee E, Liegler T, Brew B, Fuchs D, Tambussi G, Cinque P, Hecht FM, Price RW (2011) Central nervous system immune activation characterizes primary human immunodeficiency virus 1 infection even in participants with minimal cerebrospinal fluid viral burden. J Infect Dis 204(5):753–760. https://doi.org/10.1093/infdis/jir387

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Svatoňová J, Bořecká K, Adam P, Lánská V (2014) Beta2-microglobulin as a diagnostic marker in cerebrospinal fluid: a follow-up study. Dis Markers 2014:495402–495406. https://doi.org/10.1155/2014/495402

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Vera JH, Guo Q, Cole J, Boasso A, Greathead L, Kelleher P, Rabiner I, Bishop C, Matthews P, Gunn R, Winston A (2015) Microbial translocation is associated with Neuroinflammation in HIV subjects on ART. CROI Conference abstract 477 (session P-G6)

  • Vera JH, Guo Q, Cole JH, Boasso A, Greathead L, Kelleher P, Rabiner EA, Kalk N, Bishop C, Gunn RN, Matthews PM, Winston A (2016) Neuroinflammation in treated HIV-positive individuals: a TSPO PET study. Neurology 86(15):1425–1432. https://doi.org/10.1212/WNL.0000000000002485

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Xu H, Wang X, Veazey RS (2013) Mucosal immunology of HIV infection. Immunol Rev 254:10–33. https://doi.org/10.1111/imr.12072

    Article  CAS  PubMed  PubMed Central  Google Scholar 

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Acknowledgments

This study was partially supported by Mendes s.r.l. to Bini Luca.

Data availability statement

In accord to Italian law and regulations on patients’ privacy, data are not publicly available but can eventually be made available upon request.

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Authors and Affiliations

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Contributions

C.L.: Design and conceptualized the study, analyzed the data, and drafted the manuscript for intellectual content. L.S., L.B., and S.E.: Acquired, analyzed, and interpreted the data. G.C.: Enrolled patients, analyzed and interpreted the data, and drafted and revised the manuscript for intellectual content. ENC Enrolled patients, critically revised data and manuscript. CB: critically revised data and performed and revised statistical analysis. C.P.: Acquired, analyzed, and interpreted the data. C.S.: Acquired, analyzed, and interpreted the data, drafted the manuscript for intellectual content. V.V., L.B, and G.d’E.: design and conceptualized study, analyzed the data, drafted the manuscript for intellectual content.

Corresponding author

Correspondence to Giancarlo Ceccarelli.

Ethics declarations

The study was approved by the internal committee of the Infectious Diseases Department and by the Ethics Committee of “Sapienza” University of Rome. A written informed consent was obtained from all patients prior to enrollment.

Conflict of interest

Dr. Landi, Dr. Santinelli, Dr. Bianchi, Dr. Shaba, Dr. Ceccarelli, Dr. Pinacchio, Prof. Scagnolari, Prof. Vullo, and Prof. d’Ettorre report no disclosures. Prof. Bini was partially supported by Mendes s.r.l. (Ardea, Roma).

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Landi, C., Santinelli, L., Bianchi, L. et al. Cognitive impairment and CSF proteome modification after oral bacteriotherapy in HIV patients. J. Neurovirol. 26, 95–106 (2020). https://doi.org/10.1007/s13365-019-00801-7

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