MFPPDB: a comprehensive multi-functional plant peptide database.

Yaozu Yang, Hongwei Wu, Yu Gao, Wei Tong, Ke Li
Author Information
  1. Yaozu Yang: School of Information and Computer, Anhui Agricultural University, Hefei, China.
  2. Hongwei Wu: School of Information and Computer, Anhui Agricultural University, Hefei, China.
  3. Yu Gao: School of Information and Computer, Anhui Agricultural University, Hefei, China.
  4. Wei Tong: State Key Laboratory of Tea Plant Biology and Utilization, Anhui Agricultural University, Hefei, Anhui, China.
  5. Ke Li: School of Information and Computer, Anhui Agricultural University, Hefei, China.

Abstract

Plants produce a wide range of bioactive peptides as part of their innate defense mechanisms. With the explosive growth of plant-derived peptides, verifying the therapeutic function using traditional experimental methods are resources and time consuming. Therefore, it is necessary to predict the therapeutic function of plant-derived peptides more effectively and accurately with reduced waste of resources and thus expedite the development of plant peptides. We herein developed a repository of plant peptides predicted to have multiple therapeutic functions, named as MFPPDB (multi-functional plant peptide database). MFPPDB including 1,482,409 single or multiple functional plant origin therapeutic peptides derived from 121 fundamental plant species. The functional categories of these therapeutic peptides include 41 different features such as anti-bacterial, anti-fungal, anti-HIV, anti-viral, and anti-cancer. The detailed physicochemical information of these peptides was presented in functional search and physicochemical property search module, which can help users easily access the peptide information by the plant peptide species, ID, and functions, or by their peptide ID, isoelectric point, peptide sequence, and molecular weight through web-friendly interface. We further matched the predicted peptides to nine state-of-the-art curated functional peptide databases and found that at least 293,408 of the peptides possess functional potentials. Overall, MFPPDB integrated a massive number of plant peptides have single or multiple therapeutic functions, which will facilitate the comprehensive research in plant peptidomics. MFPPDB can be freely accessed through http://124.223.195.214:9188/mfppdb/index.

Keywords

References

  1. Nucleic Acids Res. 2016 Jan 4;44(D1):D1119-26 [PMID: 26527728]
  2. Amino Acids. 2019 Nov;51(10-12):1561-1568 [PMID: 31612325]
  3. Nat Rev Drug Discov. 2021 Apr;20(4):309-325 [PMID: 33536635]
  4. Sci Data. 2022 Jun 13;9(1):294 [PMID: 35697698]
  5. Nucleic Acids Res. 2012 Jan;40(Database issue):D1108-12 [PMID: 22110032]
  6. PLoS Comput Biol. 2022 Sep 12;18(9):e1010511 [PMID: 36094961]
  7. RSC Chem Biol. 2021 Nov 5;3(1):18-31 [PMID: 35128405]
  8. Rice (N Y). 2013 Feb 06;6(1):4 [PMID: 24280374]
  9. Bioinformation. 2019 Nov 13;15(11):780-783 [PMID: 31902976]
  10. Protein Pept Lett. 2017;24(2):102-108 [PMID: 28000568]
  11. Nucleic Acids Res. 2012 Jan;40(Database issue):D1178-86 [PMID: 22110026]
  12. Bioinformatics. 2009 Jun 1;25(11):1422-3 [PMID: 19304878]
  13. Comput Biol Chem. 2019 Jun;80:441-451 [PMID: 31151025]
  14. Brief Bioinform. 2021 Mar 22;22(2):1085-1095 [PMID: 33497434]
  15. Bioinformatics. 2020 Jul 1;36(13):3982-3987 [PMID: 32348463]
  16. Diabetes Care. 2002 Aug;25(8):1398-404 [PMID: 12145241]
  17. PLoS One. 2017 Jul 31;12(7):e0181748 [PMID: 28759605]
  18. Nucleic Acids Res. 2016 Jan 4;44(D1):D1098-103 [PMID: 26586798]
  19. Nucleic Acids Res. 2016 Jan 4;44(D1):D1087-93 [PMID: 26602694]
  20. Science. 2014 Jul 18;345(6194):1251788 [PMID: 25035500]
  21. J Med Chem. 2018 Feb 22;61(4):1382-1414 [PMID: 28737935]
  22. Bioorg Med Chem. 2018 Jun 1;26(10):2700-2707 [PMID: 28720325]
  23. Signal Transduct Target Ther. 2022 Feb 14;7(1):48 [PMID: 35165272]
  24. Sci Rep. 2020 Feb 10;10(1):2194 [PMID: 32042035]
  25. Protein Pept Lett. 2021;28(6):623-642 [PMID: 33319654]
  26. J Comput Aided Mol Des. 2020 Dec;34(12):1229-1236 [PMID: 32964284]
  27. Nucleic Acids Res. 2009 Jan;37(Database issue):D963-8 [PMID: 18836196]
  28. Nucleic Acids Res. 2015 Jan;43(Database issue):D837-43 [PMID: 25270878]
  29. Interdiscip Sci. 2022 Mar;14(1):258-268 [PMID: 34608613]
  30. J Chem Inf Model. 2021 Jan 25;61(1):525-534 [PMID: 33426873]
  31. Nat Biomed Eng. 2020 May;4(5):560-571 [PMID: 32393891]
  32. Brief Bioinform. 2021 May 20;22(3): [PMID: 32770192]
  33. Nucleic Acids Res. 2015 Jan;43(Database issue):D956-62 [PMID: 25392419]
  34. Database (Oxford). 2018 Jan 1;2018: [PMID: 29688365]
  35. ACS Omega. 2020 Mar 26;5(13):7290-7297 [PMID: 32280870]
  36. Brief Bioinform. 2021 Nov 5;22(6): [PMID: 34086856]
  37. Nucleic Acids Res. 2012 Jan;40(Database issue):D1202-10 [PMID: 22140109]
  38. Expert Opin Pharmacother. 2017 Apr;18(5):529-534 [PMID: 28277829]
  39. Cell Biosci. 2023 Jun 21;13(1):114 [PMID: 37344857]
  40. Gigascience. 2020 Sep 23;9(9): [PMID: 32964225]
  41. Plant Biotechnol J. 2019 Oct;17(10):1938-1953 [PMID: 30913342]
  42. Nature. 2022 Jun;606(7914):527-534 [PMID: 35676474]
  43. J Antimicrob Chemother. 2014 Jan;69(1):121-32 [PMID: 23946320]
  44. Genomics Proteomics Bioinformatics. 2016 Dec;14(6):357-370 [PMID: 27998811]
  45. J Mol Biol. 1990 Oct 5;215(3):403-10 [PMID: 2231712]
  46. Int J Antimicrob Agents. 2012 Apr;39(4):346-51 [PMID: 22325123]
  47. J Proteome Res. 2020 Oct 2;19(10):4125-4136 [PMID: 32897718]
  48. Food Res Int. 2016 Jul;85:155-161 [PMID: 29544830]

Links to CNCB-NGDC Resources

Database Commons: DBC009477 (MFPPDB)

Word Cloud

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