Averaged versus individualized : pragmatic N-of-1 design as a method to investigate individual treatment response

2023
journal article
article
cris.lastimport.wos2024-04-09T19:17:00Z
dc.abstract.enHeterogeneous treatment effects represent a major issue for medicine as they under- mine reliable inference and clinical decision-making. To overcome the issue, the current vision of precision and personalized medicine acknowledges the need to control individual variability in response to treatment. In this paper, we argue that gene-treatment-environment interactions (G×T×E) undermine inferences about individual treatment effects from the results of both genomics-based methodolo- gies-such as genome-wide association studies (GWAS) and genome-wide inter- action studies (GWIS)-and randomized controlled trials (RCTs). Then, we argue that N-of-1 trials can be a solution to overcome difficulties in handling individual variability in treatment response. Although this type of trial has been suggested as a promising strategy to assess individual treatment effects, it nonetheless has limitations that limit its use in everyday clinical practice. We analyze the existing variability within the designs of N-of-1 trials in terms of a continuum where each design prioritizes epistemic and pragmatic considerations. We then support wider use of the designs located at the pragmatic end of the explanatory-pragmatic continuum.pl
dc.affiliationWydział Filozoficzny : Interdyscyplinarne Centrum Etykipl
dc.contributor.authorSerpico, Davide - 459546 pl
dc.contributor.authorMaziarz, Mariusz - 414069 pl
dc.date.accessioned2024-01-18T09:38:44Z
dc.date.available2024-01-18T09:38:44Z
dc.date.issued2023pl
dc.date.openaccess0
dc.description.accesstimew momencie opublikowania
dc.description.additionalNiniejsza praca została sfinansowana przez Europejską Radę ds. Badań Naukowych (ERC) w ramach unijnego programu "Horyzont 2020", umowa o grant nr 805498. Publikacja powstała w czasie zatrudnienia autora w Interdyscyplinarnym Centrum Etyki i realizowanego tam grantupl
dc.description.number4
dc.description.publication1pl
dc.description.versionostateczna wersja wydawcy
dc.description.volume13pl
dc.identifier.articleid59pl
dc.identifier.doi10.1007/s13194-023-00559-0pl
dc.identifier.eissn1879-4920pl
dc.identifier.issn1879-4912pl
dc.identifier.urihttps://ruj.uj.edu.pl/xmlui/handle/item/325746
dc.languageengpl
dc.language.containerengpl
dc.participationMaziarz, Mariusz: 50%; Serpico, Davide: 50%;pl
dc.pbn.affiliationDziedzina nauk humanistycznych : filozofiapl
dc.rightsDodaję tylko opis bibliograficzny*
dc.rights.licenceCC-BY
dc.rights.uri*
dc.share.typeotwarte czasopismo
dc.subtypeArticlepl
dc.titleAveraged versus individualized : pragmatic N-of-1 design as a method to investigate individual treatment responsepl
dc.title.journalEuropean Journal for Philosophy of Sciencepl
dc.typeJournalArticlepl
dspace.entity.typePublication
cris.lastimport.wos
2024-04-09T19:17:00Z
dc.abstract.enpl
Heterogeneous treatment effects represent a major issue for medicine as they under- mine reliable inference and clinical decision-making. To overcome the issue, the current vision of precision and personalized medicine acknowledges the need to control individual variability in response to treatment. In this paper, we argue that gene-treatment-environment interactions (G×T×E) undermine inferences about individual treatment effects from the results of both genomics-based methodolo- gies-such as genome-wide association studies (GWAS) and genome-wide inter- action studies (GWIS)-and randomized controlled trials (RCTs). Then, we argue that N-of-1 trials can be a solution to overcome difficulties in handling individual variability in treatment response. Although this type of trial has been suggested as a promising strategy to assess individual treatment effects, it nonetheless has limitations that limit its use in everyday clinical practice. We analyze the existing variability within the designs of N-of-1 trials in terms of a continuum where each design prioritizes epistemic and pragmatic considerations. We then support wider use of the designs located at the pragmatic end of the explanatory-pragmatic continuum.
dc.affiliationpl
Wydział Filozoficzny : Interdyscyplinarne Centrum Etyki
dc.contributor.authorpl
Serpico, Davide - 459546
dc.contributor.authorpl
Maziarz, Mariusz - 414069
dc.date.accessioned
2024-01-18T09:38:44Z
dc.date.available
2024-01-18T09:38:44Z
dc.date.issuedpl
2023
dc.date.openaccess
0
dc.description.accesstime
w momencie opublikowania
dc.description.additionalpl
Niniejsza praca została sfinansowana przez Europejską Radę ds. Badań Naukowych (ERC) w ramach unijnego programu "Horyzont 2020", umowa o grant nr 805498. Publikacja powstała w czasie zatrudnienia autora w Interdyscyplinarnym Centrum Etyki i realizowanego tam grantu
dc.description.number
4
dc.description.publicationpl
1
dc.description.version
ostateczna wersja wydawcy
dc.description.volumepl
13
dc.identifier.articleidpl
59
dc.identifier.doipl
10.1007/s13194-023-00559-0
dc.identifier.eissnpl
1879-4920
dc.identifier.issnpl
1879-4912
dc.identifier.uri
https://ruj.uj.edu.pl/xmlui/handle/item/325746
dc.languagepl
eng
dc.language.containerpl
eng
dc.participationpl
Maziarz, Mariusz: 50%; Serpico, Davide: 50%;
dc.pbn.affiliationpl
Dziedzina nauk humanistycznych : filozofia
dc.rights*
Dodaję tylko opis bibliograficzny
dc.rights.licence
CC-BY
dc.rights.uri*
dc.share.type
otwarte czasopismo
dc.subtypepl
Article
dc.titlepl
Averaged versus individualized : pragmatic N-of-1 design as a method to investigate individual treatment response
dc.title.journalpl
European Journal for Philosophy of Science
dc.typepl
JournalArticle
dspace.entity.type
Publication
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