Medicine in Motion: opportunities, challenges and data analytics-based solutions for traditional medicine integration into Western medical practice

Ethnopharmacological Relevance: Traditional pharmacopeias have been developed by multiple cultures and evaluated for efficacy and safety through both historical/empirical iteration and more recently through controlled studies using Western scientific paradigms and an increasing emphasis on data scie...

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Autores:
Tipo de recurso:
Article of investigation
Fecha de publicación:
2020
Institución:
Universidad de Bogotá Jorge Tadeo Lozano
Repositorio:
Expeditio: repositorio UTadeo
Idioma:
eng
OAI Identifier:
oai:expeditiorepositorio.utadeo.edu.co:20.500.12010/15310
Acceso en línea:
https://doi.org/10.1016/j.jep.2020.113477
http://hdl.handle.net/20.500.12010/15310
Palabra clave:
Transient Receptor Potential channel
WHO, World Health Organization
TCM, Traditional Chinese Medicine
TM, Traditional Medicine
CAM, Complementary and Alternative Medicine
TTTM, Translated/Transformed Traditional Medicines
SCA, In silico convergence analysis
Síndrome respiratorio agudo grave
COVID-19
SARS-CoV-2
Coronavirus
Rights
License
Abierto (Texto Completo)
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network_name_str Expeditio: repositorio UTadeo
repository_id_str
dc.title.spa.fl_str_mv Medicine in Motion: opportunities, challenges and data analytics-based solutions for traditional medicine integration into Western medical practice
title Medicine in Motion: opportunities, challenges and data analytics-based solutions for traditional medicine integration into Western medical practice
spellingShingle Medicine in Motion: opportunities, challenges and data analytics-based solutions for traditional medicine integration into Western medical practice
Transient Receptor Potential channel
WHO, World Health Organization
TCM, Traditional Chinese Medicine
TM, Traditional Medicine
CAM, Complementary and Alternative Medicine
TTTM, Translated/Transformed Traditional Medicines
SCA, In silico convergence analysis
Síndrome respiratorio agudo grave
COVID-19
SARS-CoV-2
Coronavirus
title_short Medicine in Motion: opportunities, challenges and data analytics-based solutions for traditional medicine integration into Western medical practice
title_full Medicine in Motion: opportunities, challenges and data analytics-based solutions for traditional medicine integration into Western medical practice
title_fullStr Medicine in Motion: opportunities, challenges and data analytics-based solutions for traditional medicine integration into Western medical practice
title_full_unstemmed Medicine in Motion: opportunities, challenges and data analytics-based solutions for traditional medicine integration into Western medical practice
title_sort Medicine in Motion: opportunities, challenges and data analytics-based solutions for traditional medicine integration into Western medical practice
dc.subject.spa.fl_str_mv Transient Receptor Potential channel
WHO, World Health Organization
TCM, Traditional Chinese Medicine
TM, Traditional Medicine
CAM, Complementary and Alternative Medicine
TTTM, Translated/Transformed Traditional Medicines
SCA, In silico convergence analysis
topic Transient Receptor Potential channel
WHO, World Health Organization
TCM, Traditional Chinese Medicine
TM, Traditional Medicine
CAM, Complementary and Alternative Medicine
TTTM, Translated/Transformed Traditional Medicines
SCA, In silico convergence analysis
Síndrome respiratorio agudo grave
COVID-19
SARS-CoV-2
Coronavirus
dc.subject.lemb.spa.fl_str_mv Síndrome respiratorio agudo grave
COVID-19
SARS-CoV-2
Coronavirus
description Ethnopharmacological Relevance: Traditional pharmacopeias have been developed by multiple cultures and evaluated for efficacy and safety through both historical/empirical iteration and more recently through controlled studies using Western scientific paradigms and an increasing emphasis on data science methodologies for network pharmacology. Traditional medicines represent likely sources of relatively inexpensive drugs for symptomatic management as well as potential libraries of new therapeutic approaches. Leveraging this potential requires hard evidence for efficacy that separates science from pseudoscience. Materials and Methods: We performed a review of non-Western medical systems and developed case studies that illustrate the epistemological and practical translative barriers that hamper their transition to integration with Western approaches. We developed a new data analytics approach, in silico convergence analysis, to deconvolve modes of action, and potentially predict desirable components of TM-derived formulations based on computational consensus analysis across cultures and medical systems. Results: Abstraction, simplification and altered dose and delivery modalities were identified as factors that influence actual and perceived efficacy once a medicine is moved from a non-Western to Western setting. Case studies on these factors highlighted issues with translation between non-Western and Western epistemologies, including those where epistemological and medicinal systems drive markets that can be epicenters for zoonoses such as the novel Coronavirus. The proposed novel data science approach demonstrated the ability to identify and predict desirable medicinal components for a test indication, pain. Conclusions: Relegation of traditional therapies to the relatively unregulated nutraceutical industry may lead healthcare providers and patients to underestimate the therapeutic potential of these medicines. We suggest three areas of emphasis for this field: First, vertical integration and embedding of traditional medicines into healthcare systems would subject them to appropriate regulation and evidence-based practice, as viable integrative implementation mode. Second, we offer a new Bradford-Hill-like framework for setting research priorities and evaluating efficacy, with the goal of rescuing potentially valuable therapies from the nutraceutical market and discrediting those that are pseudoscience. Third, data analytics pipelines offer new capacity to generate new types of TMS-inspired medicines that are rationally-designed based on integrated knowledge across cultures, and also provide an evaluative framework against which to test claims of fidelity and efficacy to TMS made for nutraceuticals.
publishDate 2020
dc.date.accessioned.none.fl_str_mv 2020-11-04T15:38:39Z
dc.date.available.none.fl_str_mv 2020-11-04T15:38:39Z
dc.date.created.none.fl_str_mv 2020
dc.type.local.spa.fl_str_mv Artículo
dc.type.coar.spa.fl_str_mv http://purl.org/coar/resource_type/c_2df8fbb1
format http://purl.org/coar/resource_type/c_2df8fbb1
dc.identifier.issn.spa.fl_str_mv 0378-8741
dc.identifier.other.spa.fl_str_mv https://doi.org/10.1016/j.jep.2020.113477
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/20.500.12010/15310
dc.identifier.doi.spa.fl_str_mv https://doi.org/10.1016/j.jep.2020.113477
identifier_str_mv 0378-8741
url https://doi.org/10.1016/j.jep.2020.113477
http://hdl.handle.net/20.500.12010/15310
dc.language.iso.spa.fl_str_mv eng
language eng
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.rights.local.spa.fl_str_mv Abierto (Texto Completo)
rights_invalid_str_mv Abierto (Texto Completo)
http://purl.org/coar/access_right/c_abf2
dc.format.extent.spa.fl_str_mv 40 páginas
dc.format.mimetype.spa.fl_str_mv application/pdf
dc.publisher.spa.fl_str_mv Journal of Ethnopharmacology
dc.source.spa.fl_str_mv reponame:Expeditio Repositorio Institucional UJTL
instname:Universidad de Bogotá Jorge Tadeo Lozano
instname_str Universidad de Bogotá Jorge Tadeo Lozano
institution Universidad de Bogotá Jorge Tadeo Lozano
reponame_str Expeditio Repositorio Institucional UJTL
collection Expeditio Repositorio Institucional UJTL
bitstream.url.fl_str_mv https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/15310/2/license.txt
https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/15310/3/Medicine-in-Motion--opportunities--challenges-and-data-anal_2020_Journal-of-.pdf.jpg
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spelling 2020-11-04T15:38:39Z2020-11-04T15:38:39Z20200378-8741https://doi.org/10.1016/j.jep.2020.113477http://hdl.handle.net/20.500.12010/15310https://doi.org/10.1016/j.jep.2020.113477Ethnopharmacological Relevance: Traditional pharmacopeias have been developed by multiple cultures and evaluated for efficacy and safety through both historical/empirical iteration and more recently through controlled studies using Western scientific paradigms and an increasing emphasis on data science methodologies for network pharmacology. Traditional medicines represent likely sources of relatively inexpensive drugs for symptomatic management as well as potential libraries of new therapeutic approaches. Leveraging this potential requires hard evidence for efficacy that separates science from pseudoscience. Materials and Methods: We performed a review of non-Western medical systems and developed case studies that illustrate the epistemological and practical translative barriers that hamper their transition to integration with Western approaches. We developed a new data analytics approach, in silico convergence analysis, to deconvolve modes of action, and potentially predict desirable components of TM-derived formulations based on computational consensus analysis across cultures and medical systems. Results: Abstraction, simplification and altered dose and delivery modalities were identified as factors that influence actual and perceived efficacy once a medicine is moved from a non-Western to Western setting. Case studies on these factors highlighted issues with translation between non-Western and Western epistemologies, including those where epistemological and medicinal systems drive markets that can be epicenters for zoonoses such as the novel Coronavirus. The proposed novel data science approach demonstrated the ability to identify and predict desirable medicinal components for a test indication, pain. Conclusions: Relegation of traditional therapies to the relatively unregulated nutraceutical industry may lead healthcare providers and patients to underestimate the therapeutic potential of these medicines. We suggest three areas of emphasis for this field: First, vertical integration and embedding of traditional medicines into healthcare systems would subject them to appropriate regulation and evidence-based practice, as viable integrative implementation mode. Second, we offer a new Bradford-Hill-like framework for setting research priorities and evaluating efficacy, with the goal of rescuing potentially valuable therapies from the nutraceutical market and discrediting those that are pseudoscience. Third, data analytics pipelines offer new capacity to generate new types of TMS-inspired medicines that are rationally-designed based on integrated knowledge across cultures, and also provide an evaluative framework against which to test claims of fidelity and efficacy to TMS made for nutraceuticals.40 páginasapplication/pdfengJournal of Ethnopharmacologyreponame:Expeditio Repositorio Institucional UJTLinstname:Universidad de Bogotá Jorge Tadeo LozanoTransient Receptor Potential channelWHO, World Health OrganizationTCM, Traditional Chinese MedicineTM, Traditional MedicineCAM, Complementary and Alternative MedicineTTTM, Translated/Transformed Traditional MedicinesSCA, In silico convergence analysisSíndrome respiratorio agudo graveCOVID-19SARS-CoV-2CoronavirusMedicine in Motion: opportunities, challenges and data analytics-based solutions for traditional medicine integration into Western medical practiceArtículohttp://purl.org/coar/resource_type/c_2df8fbb1Abierto (Texto Completo)http://purl.org/coar/access_right/c_abf2Jansen, C.Baker, J.D.Kodaira, E.Ang, L.Bacani, A.J.Aldan, J.T.Shimoda, L.M.N.Salameh, M.Small-Howard, A.L.Stokes, A.J.Turner, H.Adra, C.N.LICENSElicense.txtlicense.txttext/plain; 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