Determination of optimal phage load and administration time for antibacterial treatment

dc.contributor.authorPlunder, Steffen
dc.contributor.authorBurkard, Markus
dc.contributor.authorHelling, Thomas
dc.contributor.authorLauer, Ulrich M.
dc.contributor.authorHoelzle, Ludwig E.
dc.contributor.authorMarongiu, Luigi
dc.date.accessioned2025-05-21T13:51:32Z
dc.date.available2025-05-21T13:51:32Z
dc.date.issued2024
dc.date.updated2024-06-27T03:44:43Z
dc.description.abstractUsing phages as antibacterials is becoming a customary practice in Western countries. Nonetheless, successful treatments must consider the growth rate of the bacterial host and the degradation of the virions. Therefore, successful treatments require administering the right amount of phage (viral load, Vφ) at the right moment (administration time, Tφ). The present protocols implement a machine learning approach to determine the best combination of Vφ and Tφ to obtain the elimination of the target bacterium from a system. Basic Protocol 1: One bacterium, one phage. Alternate Protocol 1: One bacterium, one phage (wrapping function). Alternate Protocol 2: One bacterium, one phage (wrapping function, alternative growing model). Basic Protocol 2: Two bacteria, one phage. Alternate Protocol 3: Two bacteria, one phage (launch from terminal).en
dc.identifier10.1002/cpz1.954en
dc.identifierCPZ1954en
dc.identifier.urihttps://doi.org/10.1002/cpz1.954
dc.identifier.urihttps://hohpublica.uni-hohenheim.de/handle/123456789/15901
dc.language.isoeng
dc.relation.ispartofCurrent Protocolsen
dc.rights.licensecc_by-nc
dc.subjectAntibacterial treatmenten
dc.subjectMachine learningen
dc.subjectOptimizationen
dc.subjectPareto optimizationen
dc.subjectPhage therapyen
dc.subject.ddc610
dc.titleDetermination of optimal phage load and administration time for antibacterial treatmenten
dc.type.diniArticle
dcterms.bibliographicCitationCurrent protocols, 4 (2024), 1, 954. https://doi.org/10.1002/cpz1.954. ISSN: 2691-1299
dcterms.bibliographicCitation.issn2691-1299
dcterms.bibliographicCitation.journaltitleCurrent protocols
local.export.bibtex@article{Plunder2024, url = {https://hohpublica.uni-hohenheim.de/handle/123456789/15901}, doi = {10.1002/cpz1.954}, author = {Plunder, Steffen and Burkard, Markus and Helling, Thomas et al.}, title = {Determination of optimal phage load and administration time for antibacterial treatment}, journal = {Current protocols}, year = {2024}, volume = {4}, number = {1}, }
local.export.bibtexAuthorPlunder, Steffen and Burkard, Markus and Helling, Thomas et al.
local.export.bibtexKeyPlunder2024
local.export.bibtexType@article
local.title.fullDetermination of optimal phage load and administration time for antibacterial treatment

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