Digitalized transcranial electrical stimulation: a consensus statement

Detalhes bibliográficos
Autor(a) principal: Brunoni, André R.
Data de Publicação: 2022
Outros Autores: Ekhtiari, Hamed, Antal, Andrea, Auvichayapat, Paradee, Baeken, Chris, Benseñor, Isabela M, Bikson, Marom, Boggio, Paulo, Borroni, Barbara, Brighina, Filippo, Brunelin, Erome, Carvalho, Sandra, Caumo, Wolnei, Ciechanski, Patrick, Charvet, Leigh, Clark, Vincent P, Kadosh, Roi Cohen, Cotelli, Maria, Datta, Abhishek, Deng, Zhi-De, Raedt, Rudi De, Ridder, Dirk De, Fitzgerald, Paul B, Floel, Agnes, Frohlich, Flavio, George, Mark S, Ghobadi-Azbari, Peyman, Goerigk, Stephan, Hamilton, Roy H, Jaberzadeh, Shapour J, Hoy, Kate, Kidgell, Dawson J, Zonoozi, Arash Khojasteh, Kirton, Adam, Laureys, Steven, Lavidor, Michal, Lee, Kiwon, Lisanby, Sarah H, Loo, Colleen, Martin, Donel M, Miniussi, Carlo, Mondino, Marine, Monte-Silva, Katia, Morales-Quezada, Leon, Nitsche, Michael A, Okano, Alexandre H, Oliveira, Claudia S, Onarheim, Balder, Pacheco-Barrios, Kevin, Padberg, Frank, Nakamura-Palacios, Ester M, Palm, Ulrich, Paulus, Walter, Plewnia, Christian, Priori, Alberto, Rajji, Tarek K, Razza, Lais B, Rehn, Erik M, Ruffini, Giuliov, Schellhorn, Klaus, Zare-Bidoky, Mehran, Simis, Marcel, Skorupinski, Pawel, Suen, Paulo, Thibaut, Aurore, Valiengo, Leandro C L, Vanderhasselt, Marie-Anne, Vanneste, Sven, Venkatasubramanian, Ganesan, Violante, Ines R, Wexler, Anna, Woods, Adam J, Fregni, Felipe, Leite, Jorge
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
DOI: 10.1016/j.clinph.2022.08.018
Texto Completo: http://hdl.handle.net/11328/5055
https://doi.org/10.1016/j.clinph.2022.08.018
Resumo: Objective: Although relatively costly and non-scalable, non-invasive neuromodulation interventions are treatment alternatives for neuropsychiatric disorders. The recent developments of highly-deployable transcranial electric stimulation (tES) systems, combined with mobile-Health technologies, could be incorporated in digital trials to overcome methodological barriers and increase equity of access. The study aims are to discuss the implementation of tES digital trials by performing a systematic scoping review and strategic process mapping, evaluate methodological aspects of tES digital trial designs, and provide Delphi-based recommendations for implementing digital trials using tES. Methods: We convened 61 highly-productive specialists and contacted 8 tES companies to assess 71 issues related to tES digitalization readiness, and processes, barriers, advantages, and opportunities for implementing tES digital trials. Delphi-based recommendations (>60% agreement) were provided. Results: The main strengths/opportunities of tES were: (i) non-pharmacological nature (92% of agreement), safety of these techniques (80%), affordability (88%), and potential scalability (78%). As for weaknesses/ threats, we listed insufficient supervision (76%) and unclear regulatory status (69%). Many issues related to methodological biases did not reach consensus. Device appraisal showed moderate digitalization readiness, with high safety and potential for trial implementation, but low connectivity. Conclusions: Panelists recognized the potential of tES for scalability, generalizability, and leverage of digital trials processes; with no consensus about aspects regarding methodological biases. Significance: We further propose and discuss a conceptual framework for exploiting shared aspects between mobile-Health tES technologies with digital trials methodology to drive future efforts for digitizing tES trials.
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spelling Digitalized transcranial electrical stimulation: a consensus statementMobile healthNon-invasive neuromodulationDigital healthSystematic reviewDelphi panelObjective: Although relatively costly and non-scalable, non-invasive neuromodulation interventions are treatment alternatives for neuropsychiatric disorders. The recent developments of highly-deployable transcranial electric stimulation (tES) systems, combined with mobile-Health technologies, could be incorporated in digital trials to overcome methodological barriers and increase equity of access. The study aims are to discuss the implementation of tES digital trials by performing a systematic scoping review and strategic process mapping, evaluate methodological aspects of tES digital trial designs, and provide Delphi-based recommendations for implementing digital trials using tES. Methods: We convened 61 highly-productive specialists and contacted 8 tES companies to assess 71 issues related to tES digitalization readiness, and processes, barriers, advantages, and opportunities for implementing tES digital trials. Delphi-based recommendations (>60% agreement) were provided. Results: The main strengths/opportunities of tES were: (i) non-pharmacological nature (92% of agreement), safety of these techniques (80%), affordability (88%), and potential scalability (78%). As for weaknesses/ threats, we listed insufficient supervision (76%) and unclear regulatory status (69%). Many issues related to methodological biases did not reach consensus. Device appraisal showed moderate digitalization readiness, with high safety and potential for trial implementation, but low connectivity. Conclusions: Panelists recognized the potential of tES for scalability, generalizability, and leverage of digital trials processes; with no consensus about aspects regarding methodological biases. Significance: We further propose and discuss a conceptual framework for exploiting shared aspects between mobile-Health tES technologies with digital trials methodology to drive future efforts for digitizing tES trials.Elsevier2023-08-31T16:00:52Z2023-08-312022-09-05T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfBrunoni, A., Ekhtiari, H., Antal, A., Auvichayapat, P., Baeken, C., Benseñor, I., Bikson, M., Boggio, P., Borroni, B., Brighina, F., Brunelin, E., Carvalho, S., Caumo, W., Ciechanski, P., Carvet, L., Clark, V., Kadosh, R., Cotelli, M., Datta, A., … Fregni, F. (2022). Digitalized transcranial electrical stimulation: a consensus statement. Clinical Neurophysiology, 143, pp. 154-165. Repositório Institucional UPT. http://hdl.handle.net/11328/5055http://hdl.handle.net/11328/5055Brunoni, A., Ekhtiari, H., Antal, A., Auvichayapat, P., Baeken, C., Benseñor, I., Bikson, M., Boggio, P., Borroni, B., Brighina, F., Brunelin, E., Carvalho, S., Caumo, W., Ciechanski, P., Carvet, L., Clark, V., Kadosh, R., Cotelli, M., Datta, A., … Fregni, F. (2022). Digitalized transcranial electrical stimulation: a consensus statement. Clinical Neurophysiology, 143, pp. 154-165. Repositório Institucional UPT. http://hdl.handle.net/11328/5055http://hdl.handle.net/11328/5055https://doi.org/10.1016/j.clinph.2022.08.018eng1388-2457http://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessBrunoni, André R.Ekhtiari, HamedAntal, AndreaAuvichayapat, ParadeeBaeken, ChrisBenseñor, Isabela MBikson, MaromBoggio, PauloBorroni, BarbaraBrighina, FilippoBrunelin, EromeCarvalho, SandraCaumo, WolneiCiechanski, PatrickCharvet, LeighClark, Vincent PKadosh, Roi CohenCotelli, MariaDatta, AbhishekDeng, Zhi-DeRaedt, Rudi DeRidder, Dirk DeFitzgerald, Paul BFloel, AgnesFrohlich, FlavioGeorge, Mark SGhobadi-Azbari, PeymanGoerigk, StephanHamilton, Roy HJaberzadeh, Shapour JHoy, KateKidgell, Dawson JZonoozi, Arash KhojastehKirton, AdamLaureys, StevenLavidor, MichalLee, KiwonLisanby, Sarah HLoo, ColleenMartin, Donel MMiniussi, CarloMondino, MarineMonte-Silva, KatiaMorales-Quezada, LeonNitsche, Michael AOkano, Alexandre HOliveira, Claudia SOnarheim, BalderPacheco-Barrios, KevinPadberg, FrankNakamura-Palacios, Ester MPalm, UlrichPaulus, WalterPlewnia, ChristianPriori, AlbertoRajji, Tarek KRazza, Lais BRehn, Erik MRuffini, GiuliovSchellhorn, KlausZare-Bidoky, MehranSimis, MarcelSkorupinski, PawelSuen, PauloThibaut, AuroreValiengo, Leandro C LVanderhasselt, Marie-AnneVanneste, SvenVenkatasubramanian, GanesanViolante, Ines RWexler, AnnaWoods, Adam JFregni, FelipeLeite, Jorgereponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-09-12T02:01:28Zoai:repositorio.upt.pt:11328/5055Portal AgregadorONGhttps://www.rcaap.pt/oai/openairemluisa.alvim@gmail.comopendoar:71602024-09-12T02:01:28Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Digitalized transcranial electrical stimulation: a consensus statement
title Digitalized transcranial electrical stimulation: a consensus statement
spellingShingle Digitalized transcranial electrical stimulation: a consensus statement
Digitalized transcranial electrical stimulation: a consensus statement
Brunoni, André R.
Mobile health
Non-invasive neuromodulation
Digital health
Systematic review
Delphi panel
Brunoni, André R.
Mobile health
Non-invasive neuromodulation
Digital health
Systematic review
Delphi panel
title_short Digitalized transcranial electrical stimulation: a consensus statement
title_full Digitalized transcranial electrical stimulation: a consensus statement
title_fullStr Digitalized transcranial electrical stimulation: a consensus statement
Digitalized transcranial electrical stimulation: a consensus statement
title_full_unstemmed Digitalized transcranial electrical stimulation: a consensus statement
Digitalized transcranial electrical stimulation: a consensus statement
title_sort Digitalized transcranial electrical stimulation: a consensus statement
author Brunoni, André R.
author_facet Brunoni, André R.
Brunoni, André R.
Ekhtiari, Hamed
Antal, Andrea
Auvichayapat, Paradee
Baeken, Chris
Benseñor, Isabela M
Bikson, Marom
Boggio, Paulo
Borroni, Barbara
Brighina, Filippo
Brunelin, Erome
Carvalho, Sandra
Caumo, Wolnei
Ciechanski, Patrick
Charvet, Leigh
Clark, Vincent P
Kadosh, Roi Cohen
Cotelli, Maria
Datta, Abhishek
Deng, Zhi-De
Raedt, Rudi De
Ridder, Dirk De
Fitzgerald, Paul B
Floel, Agnes
Frohlich, Flavio
George, Mark S
Ghobadi-Azbari, Peyman
Goerigk, Stephan
Hamilton, Roy H
Jaberzadeh, Shapour J
Hoy, Kate
Kidgell, Dawson J
Zonoozi, Arash Khojasteh
Kirton, Adam
Laureys, Steven
Lavidor, Michal
Lee, Kiwon
Lisanby, Sarah H
Loo, Colleen
Martin, Donel M
Miniussi, Carlo
Mondino, Marine
Monte-Silva, Katia
Morales-Quezada, Leon
Nitsche, Michael A
Okano, Alexandre H
Oliveira, Claudia S
Onarheim, Balder
Pacheco-Barrios, Kevin
Padberg, Frank
Nakamura-Palacios, Ester M
Palm, Ulrich
Paulus, Walter
Plewnia, Christian
Priori, Alberto
Rajji, Tarek K
Razza, Lais B
Rehn, Erik M
Ruffini, Giuliov
Schellhorn, Klaus
Zare-Bidoky, Mehran
Simis, Marcel
Skorupinski, Pawel
Suen, Paulo
Thibaut, Aurore
Valiengo, Leandro C L
Vanderhasselt, Marie-Anne
Vanneste, Sven
Venkatasubramanian, Ganesan
Violante, Ines R
Wexler, Anna
Woods, Adam J
Fregni, Felipe
Leite, Jorge
Ekhtiari, Hamed
Antal, Andrea
Auvichayapat, Paradee
Baeken, Chris
Benseñor, Isabela M
Bikson, Marom
Boggio, Paulo
Borroni, Barbara
Brighina, Filippo
Brunelin, Erome
Carvalho, Sandra
Caumo, Wolnei
Ciechanski, Patrick
Charvet, Leigh
Clark, Vincent P
Kadosh, Roi Cohen
Cotelli, Maria
Datta, Abhishek
Deng, Zhi-De
Raedt, Rudi De
Ridder, Dirk De
Fitzgerald, Paul B
Floel, Agnes
Frohlich, Flavio
George, Mark S
Ghobadi-Azbari, Peyman
Goerigk, Stephan
Hamilton, Roy H
Jaberzadeh, Shapour J
Hoy, Kate
Kidgell, Dawson J
Zonoozi, Arash Khojasteh
Kirton, Adam
Laureys, Steven
Lavidor, Michal
Lee, Kiwon
Lisanby, Sarah H
Loo, Colleen
Martin, Donel M
Miniussi, Carlo
Mondino, Marine
Monte-Silva, Katia
Morales-Quezada, Leon
Nitsche, Michael A
Okano, Alexandre H
Oliveira, Claudia S
Onarheim, Balder
Pacheco-Barrios, Kevin
Padberg, Frank
Nakamura-Palacios, Ester M
Palm, Ulrich
Paulus, Walter
Plewnia, Christian
Priori, Alberto
Rajji, Tarek K
Razza, Lais B
Rehn, Erik M
Ruffini, Giuliov
Schellhorn, Klaus
Zare-Bidoky, Mehran
Simis, Marcel
Skorupinski, Pawel
Suen, Paulo
Thibaut, Aurore
Valiengo, Leandro C L
Vanderhasselt, Marie-Anne
Vanneste, Sven
Venkatasubramanian, Ganesan
Violante, Ines R
Wexler, Anna
Woods, Adam J
Fregni, Felipe
Leite, Jorge
author_role author
author2 Ekhtiari, Hamed
Antal, Andrea
Auvichayapat, Paradee
Baeken, Chris
Benseñor, Isabela M
Bikson, Marom
Boggio, Paulo
Borroni, Barbara
Brighina, Filippo
Brunelin, Erome
Carvalho, Sandra
Caumo, Wolnei
Ciechanski, Patrick
Charvet, Leigh
Clark, Vincent P
Kadosh, Roi Cohen
Cotelli, Maria
Datta, Abhishek
Deng, Zhi-De
Raedt, Rudi De
Ridder, Dirk De
Fitzgerald, Paul B
Floel, Agnes
Frohlich, Flavio
George, Mark S
Ghobadi-Azbari, Peyman
Goerigk, Stephan
Hamilton, Roy H
Jaberzadeh, Shapour J
Hoy, Kate
Kidgell, Dawson J
Zonoozi, Arash Khojasteh
Kirton, Adam
Laureys, Steven
Lavidor, Michal
Lee, Kiwon
Lisanby, Sarah H
Loo, Colleen
Martin, Donel M
Miniussi, Carlo
Mondino, Marine
Monte-Silva, Katia
Morales-Quezada, Leon
Nitsche, Michael A
Okano, Alexandre H
Oliveira, Claudia S
Onarheim, Balder
Pacheco-Barrios, Kevin
Padberg, Frank
Nakamura-Palacios, Ester M
Palm, Ulrich
Paulus, Walter
Plewnia, Christian
Priori, Alberto
Rajji, Tarek K
Razza, Lais B
Rehn, Erik M
Ruffini, Giuliov
Schellhorn, Klaus
Zare-Bidoky, Mehran
Simis, Marcel
Skorupinski, Pawel
Suen, Paulo
Thibaut, Aurore
Valiengo, Leandro C L
Vanderhasselt, Marie-Anne
Vanneste, Sven
Venkatasubramanian, Ganesan
Violante, Ines R
Wexler, Anna
Woods, Adam J
Fregni, Felipe
Leite, Jorge
author2_role author
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author
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author
author
author
author
author
author
author
author
author
author
author
author
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author
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author
author
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author
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author
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author
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author
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author
author
author
author
author
author
author
author
author
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author
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dc.contributor.author.fl_str_mv Brunoni, André R.
Ekhtiari, Hamed
Antal, Andrea
Auvichayapat, Paradee
Baeken, Chris
Benseñor, Isabela M
Bikson, Marom
Boggio, Paulo
Borroni, Barbara
Brighina, Filippo
Brunelin, Erome
Carvalho, Sandra
Caumo, Wolnei
Ciechanski, Patrick
Charvet, Leigh
Clark, Vincent P
Kadosh, Roi Cohen
Cotelli, Maria
Datta, Abhishek
Deng, Zhi-De
Raedt, Rudi De
Ridder, Dirk De
Fitzgerald, Paul B
Floel, Agnes
Frohlich, Flavio
George, Mark S
Ghobadi-Azbari, Peyman
Goerigk, Stephan
Hamilton, Roy H
Jaberzadeh, Shapour J
Hoy, Kate
Kidgell, Dawson J
Zonoozi, Arash Khojasteh
Kirton, Adam
Laureys, Steven
Lavidor, Michal
Lee, Kiwon
Lisanby, Sarah H
Loo, Colleen
Martin, Donel M
Miniussi, Carlo
Mondino, Marine
Monte-Silva, Katia
Morales-Quezada, Leon
Nitsche, Michael A
Okano, Alexandre H
Oliveira, Claudia S
Onarheim, Balder
Pacheco-Barrios, Kevin
Padberg, Frank
Nakamura-Palacios, Ester M
Palm, Ulrich
Paulus, Walter
Plewnia, Christian
Priori, Alberto
Rajji, Tarek K
Razza, Lais B
Rehn, Erik M
Ruffini, Giuliov
Schellhorn, Klaus
Zare-Bidoky, Mehran
Simis, Marcel
Skorupinski, Pawel
Suen, Paulo
Thibaut, Aurore
Valiengo, Leandro C L
Vanderhasselt, Marie-Anne
Vanneste, Sven
Venkatasubramanian, Ganesan
Violante, Ines R
Wexler, Anna
Woods, Adam J
Fregni, Felipe
Leite, Jorge
dc.subject.por.fl_str_mv Mobile health
Non-invasive neuromodulation
Digital health
Systematic review
Delphi panel
topic Mobile health
Non-invasive neuromodulation
Digital health
Systematic review
Delphi panel
description Objective: Although relatively costly and non-scalable, non-invasive neuromodulation interventions are treatment alternatives for neuropsychiatric disorders. The recent developments of highly-deployable transcranial electric stimulation (tES) systems, combined with mobile-Health technologies, could be incorporated in digital trials to overcome methodological barriers and increase equity of access. The study aims are to discuss the implementation of tES digital trials by performing a systematic scoping review and strategic process mapping, evaluate methodological aspects of tES digital trial designs, and provide Delphi-based recommendations for implementing digital trials using tES. Methods: We convened 61 highly-productive specialists and contacted 8 tES companies to assess 71 issues related to tES digitalization readiness, and processes, barriers, advantages, and opportunities for implementing tES digital trials. Delphi-based recommendations (>60% agreement) were provided. Results: The main strengths/opportunities of tES were: (i) non-pharmacological nature (92% of agreement), safety of these techniques (80%), affordability (88%), and potential scalability (78%). As for weaknesses/ threats, we listed insufficient supervision (76%) and unclear regulatory status (69%). Many issues related to methodological biases did not reach consensus. Device appraisal showed moderate digitalization readiness, with high safety and potential for trial implementation, but low connectivity. Conclusions: Panelists recognized the potential of tES for scalability, generalizability, and leverage of digital trials processes; with no consensus about aspects regarding methodological biases. Significance: We further propose and discuss a conceptual framework for exploiting shared aspects between mobile-Health tES technologies with digital trials methodology to drive future efforts for digitizing tES trials.
publishDate 2022
dc.date.none.fl_str_mv 2022-09-05T00:00:00Z
2023-08-31T16:00:52Z
2023-08-31
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv Brunoni, A., Ekhtiari, H., Antal, A., Auvichayapat, P., Baeken, C., Benseñor, I., Bikson, M., Boggio, P., Borroni, B., Brighina, F., Brunelin, E., Carvalho, S., Caumo, W., Ciechanski, P., Carvet, L., Clark, V., Kadosh, R., Cotelli, M., Datta, A., … Fregni, F. (2022). Digitalized transcranial electrical stimulation: a consensus statement. Clinical Neurophysiology, 143, pp. 154-165. Repositório Institucional UPT. http://hdl.handle.net/11328/5055
http://hdl.handle.net/11328/5055
Brunoni, A., Ekhtiari, H., Antal, A., Auvichayapat, P., Baeken, C., Benseñor, I., Bikson, M., Boggio, P., Borroni, B., Brighina, F., Brunelin, E., Carvalho, S., Caumo, W., Ciechanski, P., Carvet, L., Clark, V., Kadosh, R., Cotelli, M., Datta, A., … Fregni, F. (2022). Digitalized transcranial electrical stimulation: a consensus statement. Clinical Neurophysiology, 143, pp. 154-165. Repositório Institucional UPT. http://hdl.handle.net/11328/5055
http://hdl.handle.net/11328/5055
https://doi.org/10.1016/j.clinph.2022.08.018
identifier_str_mv Brunoni, A., Ekhtiari, H., Antal, A., Auvichayapat, P., Baeken, C., Benseñor, I., Bikson, M., Boggio, P., Borroni, B., Brighina, F., Brunelin, E., Carvalho, S., Caumo, W., Ciechanski, P., Carvet, L., Clark, V., Kadosh, R., Cotelli, M., Datta, A., … Fregni, F. (2022). Digitalized transcranial electrical stimulation: a consensus statement. Clinical Neurophysiology, 143, pp. 154-165. Repositório Institucional UPT. http://hdl.handle.net/11328/5055
url http://hdl.handle.net/11328/5055
https://doi.org/10.1016/j.clinph.2022.08.018
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 1388-2457
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dc.publisher.none.fl_str_mv Elsevier
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dc.identifier.doi.none.fl_str_mv 10.1016/j.clinph.2022.08.018