Systematic search for peptide and protein ligands of human serum albumin capable of affecting its interaction with amyloid β peptide
https://doi.org/10.29413/ABS.2022-7.5-1.3
Abstract
Background. Human serum albumin (HSA) is a natural buffer of amyloid-β peptide (Aβ), a key factor in the development of Alzheimer’s disease (AD). A promising approach to the AD prevention is to reduce the concentration of free Aβ by targeted stimulation of the interaction between HSA and Aβ. This approach can be implemented by increasing the affinity of HSA to Aβ through the action of HSA ligands, which was previously demonstrated for some low molecular weight ligands.
The aim of the study was to search for peptide and protein ligands of human serum albumin capable of affecting its interaction with Aβ.
Materials and methods. To perform a systematic search for peptides/proteins, HSA ligands that are capable of affecting Aβ-HSA interaction, we analyzed the DrugBank, BioGRID, and IntAct databases. As criteria for selecting candidates, along with physicochemical characteristics (molecular weight, solubility, blood-brain barrier passage, molar concentration), we used the requirements of extracellular proteins localization and strict association with AD, according to the DisGeNET and Open Targets Platform databases as well as Alzforum online resource. The algorithms for searching and analyzing the obtained data were implemented using the high-level programming language Python.
Results. A candidate panel of 11 peptides and 34 proteins was formed. The most promising candidates include 4 peptides (liraglutide, exenatide, semaglutide, insulin detemir) and 4 proteins (S100A8, transferrin, C1 esterase inhibitor, cystatin C).
Conclusions. Selected peptide and protein candidates are subject to experimental verification regarding their effect on the HSA-Aβ interaction and can become the basis for the development of first-in-class drugs for the prevention of Alzheimer’s disease.
About the Authors
E. V. LoktyushovRussian Federation
Eugene V. Loktyushov – Research Officer at the Laboratory of New Methods in Biology
Nauki av. 3, Pushchino 142290, Moscow Region
E. A. Litus
Russian Federation
Ekaterina A. Litus – Cand. Sc. (Med.), Senior Research Officer at the Laboratory of New Methods in Biology
Nauki av. 3, Pushchino 142290, Moscow Region
E. I. Deryusheva
Russian Federation
Evgeniya I. Deryusheva – Cand. Sc. (Phys.-Math.), Senior Research Officer at the Laboratory of New Methods in Biology
Nauki av. 3, Pushchino 142290, Moscow Region
References
1. Thalhauser C. J., Komarova N. L. Alzheimer’s disease: Rapid and slow progression. J R Soc Interface. 2012; 9 (66): 119-126. doi: 10.1098/rsif.2011.0134
2. Sanabria-Castro A., Alvarado-Echeverría I., Monge-Bonilla C. Molecular pathogenesis of Alzheimer’s disease: An update. Ann Neurosci. 2017; 24 (1): 46-54. doi: 10.1159/000464422
3. Cheignon C., Tomas M., Bonnefont-Rousselot D., Faller P., Hureau C., Collin F. Oxidative stress and the amyloid beta peptide in Alzheimer’s disease. Redox Biol. 2018; 14: 450-464. doi: 10.1016/j.redox.2017.10.014
4. Mucke L., Selkoe D. J. Neurotoxicity of amyloid β-protein: Synaptic and network dysfunction. Cold Spring Harbor Perspect Med. 2012; 2 (7): a006338. doi: 10.1101/cshperspect.a006338
5. Marr R. A., Hafez D. M. Amyloid-beta and Alzheimer’s disease: The role of neprilysin-2 in amyloid-beta clearance. Front Aging Neurosci. 2014; 6: 187. doi: 10.3389/fnagi.2014.00187
6. Zhang H., Liu D., Huang H., Zhao Y., Zhou H. Characteristics of insulin-degrading enzyme in Alzheimer’s disease: A meta-analysis. Curr Alzheimer Res. 2018; 15 (7): 610-617. doi: 10.2174/1567205015666180119105446
7. Sadigh-Eteghad S., Sabermarouf B., Majdi A., Talebi M., Farhoudi M., Mahmoudi J. Amyloid-beta: A crucial factor in Alzheimer’s disease. Med Princ Pract. 2015; 24 (1): 1-10. doi: 10.1159/000369101
8. Meraz-Ríos M. A., Toral-Rios D., Franco-Bocanegra D., Villeda-Hernández J., Campos-Peña V. Inflammatory process in Alzheimer’s Disease. Front Integr Neurosci. 2013; 7: 59. doi: 10.3389/fnint.2013.00059
9. Shankar G. M., Walsh D. M. Alzheimer’s disease: Synaptic dysfunction and A-beta. Mol Neurodegener. 2009; 4: 48. doi: 10.1186/1750-1326-4-48
10. Moreira P. I., Carvalho C., Zhu X., Smith M. A., Perry G. Mitochondrial dysfunction is a trigger of Alzheimer’s disease pathophysiology. Biochim Biophys Acta. 2010; 1802 (1): 2-10. doi: 10.1016/j.bbadis.2009.10.006
11. Algamal M., Milojevic J., Jafari N., Zhang W., Melacini G. Mapping the interactions between the Alzheimer’s Aβ-peptide and human serum albumin beyond domain resolution. Biophys J. 2013; 105 (7): 1700-1709. doi: 10.1016/j.bpj.2013.08.025
12. Menendez-Gonzalez M., Gasparovic C. Albumin exchange in Alzheimer’s disease: Might CSF be an alternative route to plasma? Front Neurol. 2019; 10: 1036. doi: 10.3389/fneur.2019.01036
13. Boada M., López O., Núñez L., Szczepiorkowski Z. M., Torres M., Grifols C., et al. Plasma exchange for Alzheimer’s disease Management by Albumin Replacement (AMBAR) trial: Study design and progress. Alzheimer Dement (N Y). 2019; 5: 61-69. doi: 10.1016/j.trci.2019.01.001
14. Prajapati K. D., Sharma S. S., Roy N. Current perspectives on potential role of albumin in neuroprotection. Rev Neurosci. 2011; 22 (3): 355-363. doi: 10.1515/rns.2011.028
15. Wisniewski H. M., Kozlowski P. B. Evidence for blood-brain barrier changes in senile dementia of the Alzheimer type (SDAT). Ann N Y Acad Sci. 1982; 396: 119-129. doi: 10.1111/j.1749-6632.1982.tb26848.x
16. Ahn S.-M., Byun K., Cho K., Kim J. Y., Yoo J. S., Kim D., et al. Human microglial cells synthesize albumin in brain. PLoS One. 2008; 3 (7): e2829. doi: 10.1371/journal.pone.0002829
17. Filipov J. J., Zlatkov B. K., Dimitrov E. P. Plasma exchange in clinical practice. In: Tutar Y, Tutar L (eds). Plasma medicine. Concepts and clinical applications. London: IntechOpen; 2018. doi: 10.5772/intechopen.76094
18. Litus E. A., Kazakov A. S., Sokolov A. S., Nemashkalova E. L., Galushko E. I., Dzhus U. F., et al. The binding of monomeric amyloid β peptide to serum albumin is affected by major plasma unsaturated fatty acids. Biochem Biophys Res Commun. 2019; 510 (2): 248-253. doi: 10.1016/j.bbrc.2019.01.081
19. Litus E. A., Kazakov A. S., Deryusheva E. I., Nemashkalova E. L., Shevelyova M. P., Nazipova A. A., et al. Serotonin promotes serum albumin interaction with the monomeric amyloid β peptide. Int J Mol Sci. 2021; 22 (11): 5896. doi: 10.3390/ijms22115896
20. Litus E. A., Kazakov A. S., Deryusheva E. I., Nemashkalova E. L., Shevelyova M. P., Machulin A. V., et al. Ibuprofen favors binding of amyloid-β peptide to its depot, serum albumin. Int J Mol Sci. 2022; 23 (11): 6168. doi: 10.3390/ijms23116168
21. Cunnane S. C., Schneider J. A., Tangney C., Tremblay-Mercier J., Fortier M., Bennett D. A., et al. Plasma and brain fatty acid profiles in mild cognitive impairment and Alzheimer’s disease. J Alzheimers Dis. 2012; 29 (3): 691-697. doi: 10.3233/jad-2012-110629
22. Cirrito John R., Disabato Brianne M., Restivo Jessica L., Verges Deborah K., Goebel Whitney D., Sathyan A., et al. Serotonin signaling is associated with lower amyloid-β levels and plaques in transgenic mice and humans. Proc Nat Acad Sci. 2011; 108 (36): 14968-14973. doi: 10.1073/pnas.1107411108
23. Vlad S. C., Miller D. R., Kowall N. W., Felson D. T. Protective effects of NSAIDs on the development of Alzheimer disease. Neurology. 2008; 70 (19): 1672-1677. doi: 10.1212/01.wnl.0000311269.57716.63
24. Law V., Knox C., Djoumbou Y., Jewison T., Guo A. C., Liu Y., et al. DrugBank 4.0: Shedding new light on drug metabolism. Nucleic Acids Res. 2014; 42 (D1): D1091-D1097. doi: 10.1093/nar/gkt1068
25. Wishart D. S., Knox C., Guo A. C., Cheng D., Shrivastava S., Tzur D., et al. DrugBank: A knowledgebase for drugs, drug actions and drug targets. Nucleic Acids Res. 2008; 36 (Suppl 1): D901-D906. doi: 10.1093/nar/gkm958
26. Oughtred R., Rust J., Chang C., Breitkreutz B. J., Stark C., Willems A., et al. The BioGRID database: A comprehensive biomedical resource of curated protein, genetic, and chemical interactions. Protein Sci. 2021; 30 (1): 187-200. doi: 10.1002/pro.3978
27. Del Toro N., Shrivastava A., Ragueneau E., Meldal B., Combe C., Barrera E., et al. The IntAct database: Efficient access to fine-grained molecular interaction data. Nucleic Acids Res. 2022; 50 (D1): D648-D653. doi: 10.1093/nar/gkab1006
28. Kinoshita J., Clark T. Alzforum. Methods in Molecular Biology. Clifton, NJ; 2007: 365-381. doi: 10.1007/978-1-59745-520-6_19
29. Piñero J., Bravo À., Queralt-Rosinach N., Gutiérrez-Sacristán A, Deu-Pons J., Centeno E., et al. DisGeNET: A comprehensive platform integrating information on human disease-associated genes and variants. Nucleic Acids Res. 2017; 45 (D1): D833-D839. doi: 10.1093/nar/gkw943
30. Carvalho-Silva D., Pierleoni A., Pignatelli M., Ong C., Fumis L., Karamanis N., et al. Open Targets Platform: New developments and updates two years on. Nucleic Acids Res. 2019; 47 (D1): D1056-D1065. doi: 10.1093/nar/gky1133
31. Andreeva A., Kulesha E., Gough J., Murzin A. G. The SCOP database in 2020: Expanded classification of representative family and superfamily domains of known protein structures. Nucleic Acids Res. 2020; 48 (D1): D376-D382. doi: 10.1093/nar/gkz1064
32. Desta I. T., Porter K. A., Xia B., Kozakov D., Vajda S. Performance and its limits in rigid body protein-protein docking. Structure. 2020; 28 (9): 1071-1081.e3. doi: 10.1016/j.str.2020.06.006
33. Trott O., Olson A. J. AutoDock Vina: Improving the speed and accuracy of docking with a new scoring function, efficient optimization, and multithreading. J Comput Chem. 2010; 31 (2): 455-461. doi: 10.1002/jcc.21334
34. Choi T. S., Lee H. J., Han J. Y., Lim M. H., Kim H. I. Molecular insights into human serum albumin as a receptor of amyloid-β in the extracellular region. J Am Chem Soc. 2017; 139 (43): 15437-15445. doi: 10.1021/jacs.7b08584
35. Edison P., Femminella G. D., Ritchie C. W., Holmes C., Walker Z., Ridha B. H., et al. Evaluation of liraglutide in the treatment of Alz-eimer’s disease. Alzheimers Dement (N Y). 2021; 17 (S9): e057848. doi: 10.1002/alz.057848
36. Claxton A., Baker L. D., Hanson A., Trittschuh E. H., Cholerton B., Morgan A., et al. Long-acting intranasal insulin detemir improves cognition for adults with mild cognitive impairment or early-stage Alzheimer’s disease dementia. J Alzheimers Dis. 2015; 44 (3): 897-906. doi: 10.3233/jad-141791
37. Zhou B., Zissimopoulos J., Nadeem H., Crane M. A., Goldman D., Romley J. A. Association between exenatide use and incidence of Alzheimer’s disease. Alzheimers Dement (N Y). 2021; 7 (1): e12139. doi: 10.1002/trc2.12139
38. Mullins R. J., Mustapic M., Chia C. W., Carlson O., Gulyani S., Tran J., et al. A pilot study of exenatide actions in Alzheimer’s disease. Curr Alzheimer Res. 2019; 16 (8): 741-752. doi: 10.2174/1567205016666190913155950
39. Farfara D., Feierman E., Richards A., Revenko A. S., MacLeod R. A., Norris E. H., et al. Knockdown of circulating C1 inhibitor induces neurovascular impairment, glial cell activation, neuroinflammation, and behavioral deficits. Glia. 2019; 67 (7): 1359-1373. doi: 10.1002/glia.23611
40. Yasojima K., McGeer E. G., McGeer P. L. Complement regulators C1 inhibitor and CD59 do not significantly inhibit complement activation in Alzheimer disease. Brain Res. 1999; 833 (2): 297-301. doi: 10.1016/s0006-8993(99)01514-0
41. Olanow C. W. A radical hypothesis for neurodegeneration. Trends Neurosci. 1993; 16 (11): 439-444. doi: 10.1016/0166-2236(93)90070-3
42. Chen M., Xia W. Proteomic profiling of plasma and brain tissue from Alzheimer’s disease patients reveals candidate net-work of plasma biomarkers. J Alzheimers Dis. 2020; 76 (1): 349-368. doi: 10.3233/JAD-200110
43. Kaur G., Levy E. Cystatin C in Alzheimer’s disease. Front Mol Neurosci. 2012; 5: 79. doi: 10.3389/fnmol.2012.00079
44. Shen L., Liao L., Chen C., Guo Y., Song D., Wang Y., et al. Proteomics analysis of blood serums from Alzheimer’s disease patients using iTRAQ labeling technology. J Alzheimers Dis. 2017; 56: 361-378. doi: 10.3233/JAD-160913
45. Cristóvão J. S., Gomes C. M. S100 proteins in Alzheimer’s disease. Front Neurosci. 2019; 13. doi: 10.3389/fnins.2019.00463
Review
For citations:
Loktyushov E.V., Litus E.A., Deryusheva E.I. Systematic search for peptide and protein ligands of human serum albumin capable of affecting its interaction with amyloid β peptide. Acta Biomedica Scientifica. 2022;7(5-1):19-26. (In Russ.) https://doi.org/10.29413/ABS.2022-7.5-1.3