Assessment of changes in the electrical activity of the brain during general anesthesia using portable electroencephalography

ABSTRACT: Introduction The analysis of the electrical activity of the brain using scalp electrodes with electroencephalography (EEG) could reveal the depth of anesthesia of a patient during surgery. However, conventional EEG equipment, due to its price and size, are not a practical option for the op...

Full description

Autores:
Ochoa Gómez, John Fredy
Gaviria García, Verónica
Loaiza López, Daniel
Serna Rojas, Carolina
Ríos Arismendy, Sara
Montoya Guevara, Eduardo
Mora Lesmes, Juan Daniel
Gómez Oquendo, Francisco Javier
Tipo de recurso:
Article of investigation
Fecha de publicación:
2020
Institución:
Universidad de Antioquia
Repositorio:
Repositorio UdeA
Idioma:
eng
spa
OAI Identifier:
oai:bibliotecadigital.udea.edu.co:10495/43061
Acceso en línea:
https://hdl.handle.net/10495/43061
Palabra clave:
Anestesia General
Anesthesia, General
Electroencefalografía
Electroencephalography
Análisis Espectral
Spectrum Analysis
Propofol
Dispositivos Electrónicos Vestibles
Wearable Electronic Devices
OpenBCI technology
x
https://id.nlm.nih.gov/mesh/D000768
https://id.nlm.nih.gov/mesh/D004569
https://id.nlm.nih.gov/mesh/D013057
https://id.nlm.nih.gov/mesh/D015742
https://id.nlm.nih.gov/mesh/D000076251
Rights
openAccess
License
http://creativecommons.org/licenses/by-nc-nd/2.5/co/
id UDEA2_7989fa7baa1fce30b12d00ba40996779
oai_identifier_str oai:bibliotecadigital.udea.edu.co:10495/43061
network_acronym_str UDEA2
network_name_str Repositorio UdeA
repository_id_str
dc.title.spa.fl_str_mv Assessment of changes in the electrical activity of the brain during general anesthesia using portable electroencephalography
dc.title.translated.spa.fl_str_mv Evaluación de los cambios de la actividad eléctrica cerebral durante anestesia general usando electroencefalografía portable
title Assessment of changes in the electrical activity of the brain during general anesthesia using portable electroencephalography
spellingShingle Assessment of changes in the electrical activity of the brain during general anesthesia using portable electroencephalography
Anestesia General
Anesthesia, General
Electroencefalografía
Electroencephalography
Análisis Espectral
Spectrum Analysis
Propofol
Dispositivos Electrónicos Vestibles
Wearable Electronic Devices
OpenBCI technology
x
https://id.nlm.nih.gov/mesh/D000768
https://id.nlm.nih.gov/mesh/D004569
https://id.nlm.nih.gov/mesh/D013057
https://id.nlm.nih.gov/mesh/D015742
https://id.nlm.nih.gov/mesh/D000076251
title_short Assessment of changes in the electrical activity of the brain during general anesthesia using portable electroencephalography
title_full Assessment of changes in the electrical activity of the brain during general anesthesia using portable electroencephalography
title_fullStr Assessment of changes in the electrical activity of the brain during general anesthesia using portable electroencephalography
title_full_unstemmed Assessment of changes in the electrical activity of the brain during general anesthesia using portable electroencephalography
title_sort Assessment of changes in the electrical activity of the brain during general anesthesia using portable electroencephalography
dc.creator.fl_str_mv Ochoa Gómez, John Fredy
Gaviria García, Verónica
Loaiza López, Daniel
Serna Rojas, Carolina
Ríos Arismendy, Sara
Montoya Guevara, Eduardo
Mora Lesmes, Juan Daniel
Gómez Oquendo, Francisco Javier
dc.contributor.author.none.fl_str_mv Ochoa Gómez, John Fredy
Gaviria García, Verónica
Loaiza López, Daniel
Serna Rojas, Carolina
Ríos Arismendy, Sara
Montoya Guevara, Eduardo
Mora Lesmes, Juan Daniel
Gómez Oquendo, Francisco Javier
dc.contributor.researchgroup.spa.fl_str_mv Grupo de Investigación en Bioinstrumentación e Ingeniería Clínica (GIBIC)
Grupo Neuropsicología y Conducta
dc.subject.decs.none.fl_str_mv Anestesia General
Anesthesia, General
Electroencefalografía
Electroencephalography
Análisis Espectral
Spectrum Analysis
Propofol
Dispositivos Electrónicos Vestibles
Wearable Electronic Devices
topic Anestesia General
Anesthesia, General
Electroencefalografía
Electroencephalography
Análisis Espectral
Spectrum Analysis
Propofol
Dispositivos Electrónicos Vestibles
Wearable Electronic Devices
OpenBCI technology
x
https://id.nlm.nih.gov/mesh/D000768
https://id.nlm.nih.gov/mesh/D004569
https://id.nlm.nih.gov/mesh/D013057
https://id.nlm.nih.gov/mesh/D015742
https://id.nlm.nih.gov/mesh/D000076251
dc.subject.proposal.spa.fl_str_mv OpenBCI technology
x
dc.subject.meshuri.none.fl_str_mv https://id.nlm.nih.gov/mesh/D000768
https://id.nlm.nih.gov/mesh/D004569
https://id.nlm.nih.gov/mesh/D013057
https://id.nlm.nih.gov/mesh/D015742
https://id.nlm.nih.gov/mesh/D000076251
description ABSTRACT: Introduction The analysis of the electrical activity of the brain using scalp electrodes with electroencephalography (EEG) could reveal the depth of anesthesia of a patient during surgery. However, conventional EEG equipment, due to its price and size, are not a practical option for the operating room and the commercial units used in surgery do not provide access to the electrical activity. The availability of low-cost portable technologies could provide for further research on the brain activity under general anesthesia and facilitate our quest for new markers of depth of anesthesia. Objective To assess the capabilities of a portable EEG technology to capture brain rhythms associated with the state of consciousness and the general anesthesia status of surgical patients anesthetized with propofol. Methods Observational, cross-sectional study that reviewed 10 EEG recordings captured using OpenBCI portable low-cost technology, in female patients undergoing general anesthesia with propofol. The signal from the frontal electrodes was analyzed with spectral analysis and the results were compared against the reports in the literature. Results The signal captured with frontal electrodes, particularly α rhythm, enabled the distinction between resting with eyes closed and with eyes opened in a conscious state, and sustained anesthesia during surgery. Conclusions It is possible to differentiate a resting state from sustained anesthesia, replicating previous findings with conventional technologies. These results pave the way to the use of portable technologies such as the OpenBCI tool, to explore the brain dynamics during anesthesia.
publishDate 2020
dc.date.issued.none.fl_str_mv 2020
dc.date.accessioned.none.fl_str_mv 2024-11-02T22:12:49Z
dc.date.available.none.fl_str_mv 2024-11-02T22:12:49Z
dc.type.spa.fl_str_mv Artículo de investigación
dc.type.coar.spa.fl_str_mv http://purl.org/coar/resource_type/c_2df8fbb1
dc.type.redcol.spa.fl_str_mv https://purl.org/redcol/resource_type/ART
dc.type.coarversion.spa.fl_str_mv http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.driver.spa.fl_str_mv info:eu-repo/semantics/article
dc.type.version.spa.fl_str_mv info:eu-repo/semantics/publishedVersion
format http://purl.org/coar/resource_type/c_2df8fbb1
status_str publishedVersion
dc.identifier.citation.spa.fl_str_mv Gaviria García V, Loaiza López D, Serna Rojas C, Ríos Arismendy S, Montoya Guevara E, Mora Lesmes JD, Gómez Oquendo FJ, Ochoa Gómez JF. Assessment of changes in the electrical activity of the brain during general anesthesia using portable electroencephalography. Colombian Journal of Anesthesiology. 2021;49:e956.
dc.identifier.issn.none.fl_str_mv 0120-3347
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/10495/43061
dc.identifier.doi.none.fl_str_mv 10.5554/22562087.e956
dc.identifier.eissn.none.fl_str_mv 2422-0248
identifier_str_mv Gaviria García V, Loaiza López D, Serna Rojas C, Ríos Arismendy S, Montoya Guevara E, Mora Lesmes JD, Gómez Oquendo FJ, Ochoa Gómez JF. Assessment of changes in the electrical activity of the brain during general anesthesia using portable electroencephalography. Colombian Journal of Anesthesiology. 2021;49:e956.
0120-3347
10.5554/22562087.e956
2422-0248
url https://hdl.handle.net/10495/43061
dc.language.iso.spa.fl_str_mv eng
spa
language eng
spa
dc.relation.ispartofjournalabbrev.spa.fl_str_mv Rev. Colomb. Anestesiol.
dc.relation.citationendpage.spa.fl_str_mv 9
dc.relation.citationissue.spa.fl_str_mv 2
dc.relation.citationstartpage.spa.fl_str_mv 1
dc.relation.citationvolume.spa.fl_str_mv 49
dc.relation.ispartofjournal.spa.fl_str_mv Revista Colombiana de Anestesiología
dc.rights.uri.*.fl_str_mv http://creativecommons.org/licenses/by-nc-nd/2.5/co/
dc.rights.uri.spa.fl_str_mv https://creativecommons.org/licenses/by-nc-nd/4.0/
dc.rights.accessrights.spa.fl_str_mv info:eu-repo/semantics/openAccess
dc.rights.coar.spa.fl_str_mv http://purl.org/coar/access_right/c_abf2
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-nd/2.5/co/
https://creativecommons.org/licenses/by-nc-nd/4.0/
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.extent.spa.fl_str_mv 9 páginas
dc.format.mimetype.spa.fl_str_mv application/pdf
dc.publisher.spa.fl_str_mv Sociedad Colombiana de Anestesiología y Reanimación
dc.publisher.place.spa.fl_str_mv Bogotá, Colombia
institution Universidad de Antioquia
bitstream.url.fl_str_mv https://bibliotecadigital.udea.edu.co/bitstreams/ede6ed48-80a2-4d6f-9dbb-d0b8eee2b632/download
https://bibliotecadigital.udea.edu.co/bitstreams/e8b233db-42f8-4a89-acf8-de50d50049ef/download
https://bibliotecadigital.udea.edu.co/bitstreams/a95fc53d-a705-40c1-b33f-590ea560b7ff/download
https://bibliotecadigital.udea.edu.co/bitstreams/43d4c614-cb04-4d14-9bae-e277113e3936/download
https://bibliotecadigital.udea.edu.co/bitstreams/f9386a34-6797-4fad-9835-20fd8f1c513b/download
https://bibliotecadigital.udea.edu.co/bitstreams/933039ad-989f-4046-9ef0-733c7ddd6101/download
https://bibliotecadigital.udea.edu.co/bitstreams/38ed51f0-e48a-4d74-b85d-b33783e672ca/download
https://bibliotecadigital.udea.edu.co/bitstreams/638eccd3-44bd-442e-af1e-2beb2b1536dd/download
bitstream.checksum.fl_str_mv 3f6f7c5af5b0350a17d850bc3e7a3ecf
7b6680fa266338c7681ac8899bd35952
b88b088d9957e670ce3b3fbe2eedbc13
8a4605be74aa9ea9d79846c1fba20a33
eb60fe8d2b97e144f31e20b5b77e45e5
8a60c5f3137e7a49fd24aaf2056e4cae
ac5662cdb4478b5ee1500cce168c4251
46dfec6d7a57a77c4407f31e03e610f4
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
MD5
MD5
MD5
MD5
repository.name.fl_str_mv Repositorio Institucional de la Universidad de Antioquia
repository.mail.fl_str_mv aplicacionbibliotecadigitalbiblioteca@udea.edu.co
_version_ 1851052435485753344
spelling Ochoa Gómez, John FredyGaviria García, VerónicaLoaiza López, DanielSerna Rojas, CarolinaRíos Arismendy, SaraMontoya Guevara, EduardoMora Lesmes, Juan DanielGómez Oquendo, Francisco JavierGrupo de Investigación en Bioinstrumentación e Ingeniería Clínica (GIBIC)Grupo Neuropsicología y Conducta2024-11-02T22:12:49Z2024-11-02T22:12:49Z2020Gaviria García V, Loaiza López D, Serna Rojas C, Ríos Arismendy S, Montoya Guevara E, Mora Lesmes JD, Gómez Oquendo FJ, Ochoa Gómez JF. Assessment of changes in the electrical activity of the brain during general anesthesia using portable electroencephalography. Colombian Journal of Anesthesiology. 2021;49:e956.0120-3347https://hdl.handle.net/10495/4306110.5554/22562087.e9562422-0248ABSTRACT: Introduction The analysis of the electrical activity of the brain using scalp electrodes with electroencephalography (EEG) could reveal the depth of anesthesia of a patient during surgery. However, conventional EEG equipment, due to its price and size, are not a practical option for the operating room and the commercial units used in surgery do not provide access to the electrical activity. The availability of low-cost portable technologies could provide for further research on the brain activity under general anesthesia and facilitate our quest for new markers of depth of anesthesia. Objective To assess the capabilities of a portable EEG technology to capture brain rhythms associated with the state of consciousness and the general anesthesia status of surgical patients anesthetized with propofol. Methods Observational, cross-sectional study that reviewed 10 EEG recordings captured using OpenBCI portable low-cost technology, in female patients undergoing general anesthesia with propofol. The signal from the frontal electrodes was analyzed with spectral analysis and the results were compared against the reports in the literature. Results The signal captured with frontal electrodes, particularly α rhythm, enabled the distinction between resting with eyes closed and with eyes opened in a conscious state, and sustained anesthesia during surgery. Conclusions It is possible to differentiate a resting state from sustained anesthesia, replicating previous findings with conventional technologies. These results pave the way to the use of portable technologies such as the OpenBCI tool, to explore the brain dynamics during anesthesia.RESUMEN: Introducción El análisis de la actividad eléctrica cerebral mediante electrodos ubicados sobre el cuero cabelludo con electroencefalografía (EEG) podría permitir conocer la profundidad anestésica de un paciente durante cirugía. Sin embargo, los equipos de EEG convencionales, por su precio y tamaño, no son una alternativa práctica en quirófanos y los equipos comerciales usados en cirugía no permiten acceder a la actividad eléctrica. Disponer de tecnologías portables y de bajo costo aumentaría el número de investigaciones sobre la actividad cerebral bajo anestesia general y facilitaría la búsqueda de nuevos marcadores para la profundidad anestésica. Objetivo Evaluar la capacidad de una tecnología EEG portable de adquirir ritmos cerebrales relacionados con el estado consciente y el estado de anestesia general de pacientes en cirugía anestesiados con propofol. Métodos Estudio observacional de corte transversal en el que se analizaron datos de 10 registros EEG obtenidos mediante tecnología portable y de bajo costo OpenBCI, de pacientes de sexo femenino que fueron sometidas a anestesia general con propofol. La señal obtenida de los electrodos frontales se analizó mediante análisis espectral y se contrastaron los resultados con lo descrito en la literatura. Resultados La señal obtenida con electrodos frontales, especialmente el ritmo α, permitió diferenciar el reposo con ojos cerrados y ojos abiertos en estado consciente, del estado de mantenimiento de la anestesia durante cirugía. Conclusiones Se logra la diferenciación de estado de reposo y de mantenimiento de la anestesia replicando hallazgos previos de tecnologías convencionales. Estos resultados abren la posibilidad de utilizar las tecnologías portables como el OpenBCI para investigar la dinámica cerebral durante la anestesia.COL0007551COL00549639 páginasapplication/pdfengspaSociedad Colombiana de Anestesiología y ReanimaciónBogotá, Colombiahttp://creativecommons.org/licenses/by-nc-nd/2.5/co/https://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Assessment of changes in the electrical activity of the brain during general anesthesia using portable electroencephalographyEvaluación de los cambios de la actividad eléctrica cerebral durante anestesia general usando electroencefalografía portableArtículo de investigaciónhttp://purl.org/coar/resource_type/c_2df8fbb1https://purl.org/redcol/resource_type/ARThttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionAnestesia GeneralAnesthesia, GeneralElectroencefalografíaElectroencephalographyAnálisis EspectralSpectrum AnalysisPropofolDispositivos Electrónicos VestiblesWearable Electronic DevicesOpenBCI technologyxhttps://id.nlm.nih.gov/mesh/D000768https://id.nlm.nih.gov/mesh/D004569https://id.nlm.nih.gov/mesh/D013057https://id.nlm.nih.gov/mesh/D015742https://id.nlm.nih.gov/mesh/D000076251Rev. Colomb. Anestesiol.92149Revista Colombiana de AnestesiologíaPublicationORIGINALOchoaJohn_2020_Assessment_Anesthesia_Electroencephalography.pdfOchoaJohn_2020_Assessment_Anesthesia_Electroencephalography.pdfArtículo de investigaciónapplication/pdf485834https://bibliotecadigital.udea.edu.co/bitstreams/ede6ed48-80a2-4d6f-9dbb-d0b8eee2b632/download3f6f7c5af5b0350a17d850bc3e7a3ecfMD51trueAnonymousREADGaviriaVeronica_2020_Actividad_Electrica_Cerebral_Anestesia.pdfGaviriaVeronica_2020_Actividad_Electrica_Cerebral_Anestesia.pdfArtículo de investigaciónapplication/pdf490886https://bibliotecadigital.udea.edu.co/bitstreams/e8b233db-42f8-4a89-acf8-de50d50049ef/download7b6680fa266338c7681ac8899bd35952MD54falseAnonymousREADCC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8823https://bibliotecadigital.udea.edu.co/bitstreams/a95fc53d-a705-40c1-b33f-590ea560b7ff/downloadb88b088d9957e670ce3b3fbe2eedbc13MD52falseAnonymousREADLICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://bibliotecadigital.udea.edu.co/bitstreams/43d4c614-cb04-4d14-9bae-e277113e3936/download8a4605be74aa9ea9d79846c1fba20a33MD53falseAnonymousREADTEXTOchoaJohn_2020_Assessment_Anesthesia_Electroencephalography.pdf.txtOchoaJohn_2020_Assessment_Anesthesia_Electroencephalography.pdf.txtExtracted texttext/plain42984https://bibliotecadigital.udea.edu.co/bitstreams/f9386a34-6797-4fad-9835-20fd8f1c513b/downloadeb60fe8d2b97e144f31e20b5b77e45e5MD55falseAnonymousREADGaviriaVeronica_2020_Actividad_Electrica_Cerebral_Anestesia.pdf.txtGaviriaVeronica_2020_Actividad_Electrica_Cerebral_Anestesia.pdf.txtExtracted texttext/plain45257https://bibliotecadigital.udea.edu.co/bitstreams/933039ad-989f-4046-9ef0-733c7ddd6101/download8a60c5f3137e7a49fd24aaf2056e4caeMD57falseAnonymousREADTHUMBNAILOchoaJohn_2020_Assessment_Anesthesia_Electroencephalography.pdf.jpgOchoaJohn_2020_Assessment_Anesthesia_Electroencephalography.pdf.jpgGenerated Thumbnailimage/jpeg15323https://bibliotecadigital.udea.edu.co/bitstreams/38ed51f0-e48a-4d74-b85d-b33783e672ca/downloadac5662cdb4478b5ee1500cce168c4251MD56falseAnonymousREADGaviriaVeronica_2020_Actividad_Electrica_Cerebral_Anestesia.pdf.jpgGaviriaVeronica_2020_Actividad_Electrica_Cerebral_Anestesia.pdf.jpgGenerated Thumbnailimage/jpeg15562https://bibliotecadigital.udea.edu.co/bitstreams/638eccd3-44bd-442e-af1e-2beb2b1536dd/download46dfec6d7a57a77c4407f31e03e610f4MD58falseAnonymousREAD10495/43061oai:bibliotecadigital.udea.edu.co:10495/430612025-03-26 22:18:15.619http://creativecommons.org/licenses/by-nc-nd/2.5/co/open.accesshttps://bibliotecadigital.udea.edu.coRepositorio Institucional de la Universidad de Antioquiaaplicacionbibliotecadigitalbiblioteca@udea.edu.coTk9URTogUExBQ0UgWU9VUiBPV04gTElDRU5TRSBIRVJFClRoaXMgc2FtcGxlIGxpY2Vuc2UgaXMgcHJvdmlkZWQgZm9yIGluZm9ybWF0aW9uYWwgcHVycG9zZXMgb25seS4KCk5PTi1FWENMVVNJVkUgRElTVFJJQlVUSU9OIExJQ0VOU0UKCkJ5IHNpZ25pbmcgYW5kIHN1Ym1pdHRpbmcgdGhpcyBsaWNlbnNlLCB5b3UgKHRoZSBhdXRob3Iocykgb3IgY29weXJpZ2h0Cm93bmVyKSBncmFudHMgdG8gRFNwYWNlIFVuaXZlcnNpdHkgKERTVSkgdGhlIG5vbi1leGNsdXNpdmUgcmlnaHQgdG8gcmVwcm9kdWNlLAp0cmFuc2xhdGUgKGFzIGRlZmluZWQgYmVsb3cpLCBhbmQvb3IgZGlzdHJpYnV0ZSB5b3VyIHN1Ym1pc3Npb24gKGluY2x1ZGluZwp0aGUgYWJzdHJhY3QpIHdvcmxkd2lkZSBpbiBwcmludCBhbmQgZWxlY3Ryb25pYyBmb3JtYXQgYW5kIGluIGFueSBtZWRpdW0sCmluY2x1ZGluZyBidXQgbm90IGxpbWl0ZWQgdG8gYXVkaW8gb3IgdmlkZW8uCgpZb3UgYWdyZWUgdGhhdCBEU1UgbWF5LCB3aXRob3V0IGNoYW5naW5nIHRoZSBjb250ZW50LCB0cmFuc2xhdGUgdGhlCnN1Ym1pc3Npb24gdG8gYW55IG1lZGl1bSBvciBmb3JtYXQgZm9yIHRoZSBwdXJwb3NlIG9mIHByZXNlcnZhdGlvbi4KCllvdSBhbHNvIGFncmVlIHRoYXQgRFNVIG1heSBrZWVwIG1vcmUgdGhhbiBvbmUgY29weSBvZiB0aGlzIHN1Ym1pc3Npb24gZm9yCnB1cnBvc2VzIG9mIHNlY3VyaXR5LCBiYWNrLXVwIGFuZCBwcmVzZXJ2YXRpb24uCgpZb3UgcmVwcmVzZW50IHRoYXQgdGhlIHN1Ym1pc3Npb24gaXMgeW91ciBvcmlnaW5hbCB3b3JrLCBhbmQgdGhhdCB5b3UgaGF2ZQp0aGUgcmlnaHQgdG8gZ3JhbnQgdGhlIHJpZ2h0cyBjb250YWluZWQgaW4gdGhpcyBsaWNlbnNlLiBZb3UgYWxzbyByZXByZXNlbnQKdGhhdCB5b3VyIHN1Ym1pc3Npb24gZG9lcyBub3QsIHRvIHRoZSBiZXN0IG9mIHlvdXIga25vd2xlZGdlLCBpbmZyaW5nZSB1cG9uCmFueW9uZSdzIGNvcHlyaWdodC4KCklmIHRoZSBzdWJtaXNzaW9uIGNvbnRhaW5zIG1hdGVyaWFsIGZvciB3aGljaCB5b3UgZG8gbm90IGhvbGQgY29weXJpZ2h0LAp5b3UgcmVwcmVzZW50IHRoYXQgeW91IGhhdmUgb2J0YWluZWQgdGhlIHVucmVzdHJpY3RlZCBwZXJtaXNzaW9uIG9mIHRoZQpjb3B5cmlnaHQgb3duZXIgdG8gZ3JhbnQgRFNVIHRoZSByaWdodHMgcmVxdWlyZWQgYnkgdGhpcyBsaWNlbnNlLCBhbmQgdGhhdApzdWNoIHRoaXJkLXBhcnR5IG93bmVkIG1hdGVyaWFsIGlzIGNsZWFybHkgaWRlbnRpZmllZCBhbmQgYWNrbm93bGVkZ2VkCndpdGhpbiB0aGUgdGV4dCBvciBjb250ZW50IG9mIHRoZSBzdWJtaXNzaW9uLgoKSUYgVEhFIFNVQk1JU1NJT04gSVMgQkFTRUQgVVBPTiBXT1JLIFRIQVQgSEFTIEJFRU4gU1BPTlNPUkVEIE9SIFNVUFBPUlRFRApCWSBBTiBBR0VOQ1kgT1IgT1JHQU5JWkFUSU9OIE9USEVSIFRIQU4gRFNVLCBZT1UgUkVQUkVTRU5UIFRIQVQgWU9VIEhBVkUKRlVMRklMTEVEIEFOWSBSSUdIVCBPRiBSRVZJRVcgT1IgT1RIRVIgT0JMSUdBVElPTlMgUkVRVUlSRUQgQlkgU1VDSApDT05UUkFDVCBPUiBBR1JFRU1FTlQuCgpEU1Ugd2lsbCBjbGVhcmx5IGlkZW50aWZ5IHlvdXIgbmFtZShzKSBhcyB0aGUgYXV0aG9yKHMpIG9yIG93bmVyKHMpIG9mIHRoZQpzdWJtaXNzaW9uLCBhbmQgd2lsbCBub3QgbWFrZSBhbnkgYWx0ZXJhdGlvbiwgb3RoZXIgdGhhbiBhcyBhbGxvd2VkIGJ5IHRoaXMKbGljZW5zZSwgdG8geW91ciBzdWJtaXNzaW9uLgo=