Exploring the complex associations over time among albendazole treatment, cyst evolution, and seizure outcomes in neurocysticercosis

Objective To develop a causal model for the occurrence of neurocysticercosis (NC)‐related seizures and test hypotheses generated from the model. Methods We used data from a randomized controlled trial comparing albendazole with placebo among patients newly diagnosed with NC. Based on our causal mode...

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Veröffentlicht in:Epilepsia (Copenhagen) 2019-09, Vol.60 (9), p.1820-1828
Hauptverfasser: Carpio, Arturo, Chang, Mindy, Zhang, Hongbin, Romo, Matthew L., Jaramillo, Alex, Hauser, W. Allen, Kelvin, Elizabeth A.
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container_end_page 1828
container_issue 9
container_start_page 1820
container_title Epilepsia (Copenhagen)
container_volume 60
creator Carpio, Arturo
Chang, Mindy
Zhang, Hongbin
Romo, Matthew L.
Jaramillo, Alex
Hauser, W. Allen
Kelvin, Elizabeth A.
description Objective To develop a causal model for the occurrence of neurocysticercosis (NC)‐related seizures and test hypotheses generated from the model. Methods We used data from a randomized controlled trial comparing albendazole with placebo among patients newly diagnosed with NC. Based on our causal model, we explored the associations among albendazole treatment, NC cyst evolution, and seizure outcomes over 24 months of follow‐up using generalized linear mixed effect models. Results We included 153 participants, of whom 51% received albendazole. The association between seizure outcomes and treatment over time demonstrated lack of linearity and heterogeneity, requiring the inclusion of time‐treatment interaction terms for valid modeling. Participants in the albendazole group had fewer seizures overall and of partial onset at all time points compared with the placebo group, but the difference increased over the first few months following treatment, then decreased over time. Generalized seizures exhibited a more complex association; those in the albendazole group had fewer seizures compared with those in the placebo group for the first few months after treatment, and then the association reversed and those in the placebo arm had fewer seizures. Adjusting for the number of NC cysts in each phase resulted in an attenuation of the strength of association between albendazole and seizure outcomes, consistent with mediation. Among participants in whom all cysts had disappeared (n = 21), none continued to have seizures. Significance Albendazole treatment is associated with a possible reduction in focal seizures in the short term (3‐6 months), perhaps by hastening the resolution of the cysts. However, the effect is not discernible over the long term, because most cysts either calcify or resolve completely, regardless of whether treated with albendazole. The stage of evolution of the cysticercus is an important consideration in the evaluation of albendazole effect on seizure outcome.
doi_str_mv 10.1111/epi.16302
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Allen ; Kelvin, Elizabeth A.</creator><creatorcontrib>Carpio, Arturo ; Chang, Mindy ; Zhang, Hongbin ; Romo, Matthew L. ; Jaramillo, Alex ; Hauser, W. Allen ; Kelvin, Elizabeth A.</creatorcontrib><description>Objective To develop a causal model for the occurrence of neurocysticercosis (NC)‐related seizures and test hypotheses generated from the model. Methods We used data from a randomized controlled trial comparing albendazole with placebo among patients newly diagnosed with NC. Based on our causal model, we explored the associations among albendazole treatment, NC cyst evolution, and seizure outcomes over 24 months of follow‐up using generalized linear mixed effect models. Results We included 153 participants, of whom 51% received albendazole. The association between seizure outcomes and treatment over time demonstrated lack of linearity and heterogeneity, requiring the inclusion of time‐treatment interaction terms for valid modeling. Participants in the albendazole group had fewer seizures overall and of partial onset at all time points compared with the placebo group, but the difference increased over the first few months following treatment, then decreased over time. Generalized seizures exhibited a more complex association; those in the albendazole group had fewer seizures compared with those in the placebo group for the first few months after treatment, and then the association reversed and those in the placebo arm had fewer seizures. Adjusting for the number of NC cysts in each phase resulted in an attenuation of the strength of association between albendazole and seizure outcomes, consistent with mediation. Among participants in whom all cysts had disappeared (n = 21), none continued to have seizures. Significance Albendazole treatment is associated with a possible reduction in focal seizures in the short term (3‐6 months), perhaps by hastening the resolution of the cysts. However, the effect is not discernible over the long term, because most cysts either calcify or resolve completely, regardless of whether treated with albendazole. 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Allen</creatorcontrib><creatorcontrib>Kelvin, Elizabeth A.</creatorcontrib><title>Exploring the complex associations over time among albendazole treatment, cyst evolution, and seizure outcomes in neurocysticercosis</title><title>Epilepsia (Copenhagen)</title><addtitle>Epilepsia</addtitle><description>Objective To develop a causal model for the occurrence of neurocysticercosis (NC)‐related seizures and test hypotheses generated from the model. Methods We used data from a randomized controlled trial comparing albendazole with placebo among patients newly diagnosed with NC. Based on our causal model, we explored the associations among albendazole treatment, NC cyst evolution, and seizure outcomes over 24 months of follow‐up using generalized linear mixed effect models. Results We included 153 participants, of whom 51% received albendazole. The association between seizure outcomes and treatment over time demonstrated lack of linearity and heterogeneity, requiring the inclusion of time‐treatment interaction terms for valid modeling. Participants in the albendazole group had fewer seizures overall and of partial onset at all time points compared with the placebo group, but the difference increased over the first few months following treatment, then decreased over time. Generalized seizures exhibited a more complex association; those in the albendazole group had fewer seizures compared with those in the placebo group for the first few months after treatment, and then the association reversed and those in the placebo arm had fewer seizures. Adjusting for the number of NC cysts in each phase resulted in an attenuation of the strength of association between albendazole and seizure outcomes, consistent with mediation. Among participants in whom all cysts had disappeared (n = 21), none continued to have seizures. Significance Albendazole treatment is associated with a possible reduction in focal seizures in the short term (3‐6 months), perhaps by hastening the resolution of the cysts. However, the effect is not discernible over the long term, because most cysts either calcify or resolve completely, regardless of whether treated with albendazole. The stage of evolution of the cysticercus is an important consideration in the evaluation of albendazole effect on seizure outcome.</description><subject>Adolescent</subject><subject>Adult</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Albendazole</subject><subject>Albendazole - therapeutic use</subject><subject>anthelmintic drugs</subject><subject>Anthelmintics - therapeutic use</subject><subject>Child</subject><subject>Child, Preschool</subject><subject>Convulsions &amp; seizures</subject><subject>Cysticercosis</subject><subject>Cysts</subject><subject>Disease Progression</subject><subject>epilepsy</subject><subject>Evolution</subject><subject>Female</subject><subject>Humans</subject><subject>Male</subject><subject>Middle Aged</subject><subject>neurocysticercosis</subject><subject>Neurocysticercosis - complications</subject><subject>Neurocysticercosis - drug therapy</subject><subject>randomized clinical trial</subject><subject>Seizures</subject><subject>Seizures - drug therapy</subject><subject>Seizures - etiology</subject><subject>Treatment Outcome</subject><subject>Young Adult</subject><issn>0013-9580</issn><issn>1528-1167</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp1kU1rFTEUhoMo9rZ14R-QgBsLnTYfk8zMpiDlqoVCXdh1yM2caVMyyZhkrr1d-8PN9daiQs8mi_Pk4T28CL2l5ISWOYXJnlDJCXuBFlSwtqJUNi_RghDKq060ZA_tp3RHCGlkw1-jPU65EB2nC_RzeT-5EK2_wfkWsAnj5OAe65SCsTrb4BMOa4g42xGwHkMBtVuB7_VDcIBzBJ1H8PkYm03KGNbBzdtvx1j7HiewD3MEHOZc1JCw9djDHMMWtgaiCcmmQ_Rq0C7Bm8f3AF1_Wn47_1JdXn2-OP94WZm65qyCvhnowA2lDZPtAHwAySQMRANdtTVwJgwVXS96UvcSJGe17Ei36k0LjBLGD9DZzjvNqxF6U2JH7dQU7ajjRgVt1b8bb2_VTVgr2QgqhCiCD4-CGL7PkLIabTLgnPYQ5qQYk5IL0jBa0Pf_oXdhjr6cV6hWNF3LG16oox1lYkgpwvAUhhK17VaVbtXvbgv77u_0T-SfMgtwugN-WAeb501q-fVip_wFQHax1w</recordid><startdate>201909</startdate><enddate>201909</enddate><creator>Carpio, Arturo</creator><creator>Chang, Mindy</creator><creator>Zhang, Hongbin</creator><creator>Romo, Matthew L.</creator><creator>Jaramillo, Alex</creator><creator>Hauser, W. Allen</creator><creator>Kelvin, Elizabeth A.</creator><general>Wiley Subscription Services, Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7TK</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-5821-6379</orcidid></search><sort><creationdate>201909</creationdate><title>Exploring the complex associations over time among albendazole treatment, cyst evolution, and seizure outcomes in neurocysticercosis</title><author>Carpio, Arturo ; Chang, Mindy ; Zhang, Hongbin ; Romo, Matthew L. ; Jaramillo, Alex ; Hauser, W. Allen ; Kelvin, Elizabeth A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4432-ed7f1f3c117268fe3fe626ef0ae1b84e325c159d5d04d6e63246909bdc8e21023</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Adolescent</topic><topic>Adult</topic><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Albendazole</topic><topic>Albendazole - therapeutic use</topic><topic>anthelmintic drugs</topic><topic>Anthelmintics - therapeutic use</topic><topic>Child</topic><topic>Child, Preschool</topic><topic>Convulsions &amp; seizures</topic><topic>Cysticercosis</topic><topic>Cysts</topic><topic>Disease Progression</topic><topic>epilepsy</topic><topic>Evolution</topic><topic>Female</topic><topic>Humans</topic><topic>Male</topic><topic>Middle Aged</topic><topic>neurocysticercosis</topic><topic>Neurocysticercosis - complications</topic><topic>Neurocysticercosis - drug therapy</topic><topic>randomized clinical trial</topic><topic>Seizures</topic><topic>Seizures - drug therapy</topic><topic>Seizures - etiology</topic><topic>Treatment Outcome</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Carpio, Arturo</creatorcontrib><creatorcontrib>Chang, Mindy</creatorcontrib><creatorcontrib>Zhang, Hongbin</creatorcontrib><creatorcontrib>Romo, Matthew L.</creatorcontrib><creatorcontrib>Jaramillo, Alex</creatorcontrib><creatorcontrib>Hauser, W. Allen</creatorcontrib><creatorcontrib>Kelvin, Elizabeth A.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Neurosciences Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Epilepsia (Copenhagen)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Carpio, Arturo</au><au>Chang, Mindy</au><au>Zhang, Hongbin</au><au>Romo, Matthew L.</au><au>Jaramillo, Alex</au><au>Hauser, W. Allen</au><au>Kelvin, Elizabeth A.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Exploring the complex associations over time among albendazole treatment, cyst evolution, and seizure outcomes in neurocysticercosis</atitle><jtitle>Epilepsia (Copenhagen)</jtitle><addtitle>Epilepsia</addtitle><date>2019-09</date><risdate>2019</risdate><volume>60</volume><issue>9</issue><spage>1820</spage><epage>1828</epage><pages>1820-1828</pages><issn>0013-9580</issn><eissn>1528-1167</eissn><abstract>Objective To develop a causal model for the occurrence of neurocysticercosis (NC)‐related seizures and test hypotheses generated from the model. Methods We used data from a randomized controlled trial comparing albendazole with placebo among patients newly diagnosed with NC. Based on our causal model, we explored the associations among albendazole treatment, NC cyst evolution, and seizure outcomes over 24 months of follow‐up using generalized linear mixed effect models. Results We included 153 participants, of whom 51% received albendazole. The association between seizure outcomes and treatment over time demonstrated lack of linearity and heterogeneity, requiring the inclusion of time‐treatment interaction terms for valid modeling. Participants in the albendazole group had fewer seizures overall and of partial onset at all time points compared with the placebo group, but the difference increased over the first few months following treatment, then decreased over time. Generalized seizures exhibited a more complex association; those in the albendazole group had fewer seizures compared with those in the placebo group for the first few months after treatment, and then the association reversed and those in the placebo arm had fewer seizures. Adjusting for the number of NC cysts in each phase resulted in an attenuation of the strength of association between albendazole and seizure outcomes, consistent with mediation. Among participants in whom all cysts had disappeared (n = 21), none continued to have seizures. Significance Albendazole treatment is associated with a possible reduction in focal seizures in the short term (3‐6 months), perhaps by hastening the resolution of the cysts. However, the effect is not discernible over the long term, because most cysts either calcify or resolve completely, regardless of whether treated with albendazole. The stage of evolution of the cysticercus is an important consideration in the evaluation of albendazole effect on seizure outcome.</abstract><cop>United States</cop><pub>Wiley Subscription Services, Inc</pub><pmid>31355931</pmid><doi>10.1111/epi.16302</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0002-5821-6379</orcidid><oa>free_for_read</oa></addata></record>
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subjects Adolescent
Adult
Aged
Aged, 80 and over
Albendazole
Albendazole - therapeutic use
anthelmintic drugs
Anthelmintics - therapeutic use
Child
Child, Preschool
Convulsions & seizures
Cysticercosis
Cysts
Disease Progression
epilepsy
Evolution
Female
Humans
Male
Middle Aged
neurocysticercosis
Neurocysticercosis - complications
Neurocysticercosis - drug therapy
randomized clinical trial
Seizures
Seizures - drug therapy
Seizures - etiology
Treatment Outcome
Young Adult
title Exploring the complex associations over time among albendazole treatment, cyst evolution, and seizure outcomes in neurocysticercosis
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