A prospective protocol for remotely investigating brain-behaviour-genetics associations in adolescent patients in a paediatric health system with pre-existing clinical brain MRIs Article Swipe
Laura Mercedes
,
Matthew J. Buczek
,
Eren Kafadar
,
Grace E. DiDomenico
,
Benjamin Jung
,
Dabriel Zimmerman
,
Jenna Schabdach
,
Megan M. Himes
,
Susan Sotardi
,
Arastoo Vossough
,
Kathryn H. Driesbaugh
,
Tyler M. Moore
,
Ran Barzilay
,
Monica E. Calkins
,
Raquel E. Gur
,
David R. Roalf
,
Theodore D Satterthwaite
,
Lauren K. White
,
Aaron Alexander‐Bloch
·
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.1136/bmjopen-2025-106431
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.1136/bmjopen-2025-106431
Introduction Adolescence is a critical period marked by rapid brain development and the onset of many mental health disorders. Brain MRI studies during adolescence, especially when paired with behavioural phenotypes and information about genetic risk factors, hold promise to advance early identification of mental health risk and spur the creation of targeted treatments to improve patient function, prognosis and quality of life. However, prospective neuroimaging is costly and time-intensive, and individuals who participate may not be reflective of the general population. These challenges are compounded when examining adolescents, as many families lack the time, energy or resources to participate in studies that use research-grade imaging. Repurposing clinical MRIs obviates many of the challenges of neuroimaging research. Here, we describe the brain-behaviour-genetics study protocol. This protocol describes procedures used to recruit participants with recent high-quality clinical brain MRIs and prospectively acquire genetic and sociobehavioural data, resulting in a highly cost-efficient design that harnesses a vast and underused neuroscientific resource. Methods and analysis The brain-behaviour-genetics protocol aims to recruit 1000 adolescents who have clinical brain MRIs contained in Children’s Hospital of Philadelphia’s electronic health record. One or both parents of the adolescent proband will be recruited when possible. Parents and adolescents will complete a series of self-report scales spanning the domains of mental health, trauma, risk and resilience. Saliva samples will be collected from the adolescent and at least one biological parent, using an at-home saliva collection kit. Subsequent analysis will examine associations between brain development, genetics and behavioural measures in adolescence. Ethics and dissemination Approval for the study had been obtained from the Children’s Hospital of Philadelphia’s institutional review board (IRB #23–0 20 851). Results will be published in peer-reviewed journals.
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- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1136/bmjopen-2025-106431
- https://bmjopen.bmj.com/content/bmjopen/15/10/e106431.full.pdf
- OA Status
- gold
- References
- 37
- OpenAlex ID
- https://openalex.org/W4415208391
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4415208391Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.1136/bmjopen-2025-106431Digital Object Identifier
- Title
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A prospective protocol for remotely investigating brain-behaviour-genetics associations in adolescent patients in a paediatric health system with pre-existing clinical brain MRIsWork title
- Type
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articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2025Year of publication
- Publication date
-
2025-10-01Full publication date if available
- Authors
-
Laura Mercedes, Matthew J. Buczek, Eren Kafadar, Grace E. DiDomenico, Benjamin Jung, Dabriel Zimmerman, Jenna Schabdach, Megan M. Himes, Susan Sotardi, Arastoo Vossough, Kathryn H. Driesbaugh, Tyler M. Moore, Ran Barzilay, Monica E. Calkins, Raquel E. Gur, David R. Roalf, Theodore D Satterthwaite, Lauren K. White, Aaron Alexander‐BlochList of authors in order
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https://doi.org/10.1136/bmjopen-2025-106431Publisher landing page
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https://bmjopen.bmj.com/content/bmjopen/15/10/e106431.full.pdfDirect link to full text PDF
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YesWhether a free full text is available
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goldOpen access status per OpenAlex
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https://bmjopen.bmj.com/content/bmjopen/15/10/e106431.full.pdfDirect OA link when available
- Cited by
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0Total citation count in OpenAlex
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37Number of works referenced by this work
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| abstract_inverted_index.about | 32 |
| abstract_inverted_index.board | 268 |
| abstract_inverted_index.brain | 9, 135, 172, 242 |
| abstract_inverted_index.data, | 143 |
| abstract_inverted_index.early | 40 |
| abstract_inverted_index.least | 226 |
| abstract_inverted_index.life. | 61 |
| abstract_inverted_index.onset | 13 |
| abstract_inverted_index.rapid | 8 |
| abstract_inverted_index.study | 121, 256 |
| abstract_inverted_index.time, | 93 |
| abstract_inverted_index.using | 230 |
| abstract_inverted_index.Ethics | 250 |
| abstract_inverted_index.Saliva | 216 |
| abstract_inverted_index.costly | 66 |
| abstract_inverted_index.design | 149 |
| abstract_inverted_index.during | 22 |
| abstract_inverted_index.energy | 94 |
| abstract_inverted_index.health | 17, 44, 181 |
| abstract_inverted_index.highly | 147 |
| abstract_inverted_index.marked | 6 |
| abstract_inverted_index.mental | 16, 43, 210 |
| abstract_inverted_index.paired | 26 |
| abstract_inverted_index.period | 5 |
| abstract_inverted_index.recent | 132 |
| abstract_inverted_index.review | 267 |
| abstract_inverted_index.saliva | 233 |
| abstract_inverted_index.scales | 205 |
| abstract_inverted_index.series | 202 |
| abstract_inverted_index.#23–0 | 270 |
| abstract_inverted_index.Methods | 158 |
| abstract_inverted_index.Parents | 196 |
| abstract_inverted_index.Results | 273 |
| abstract_inverted_index.acquire | 139 |
| abstract_inverted_index.advance | 39 |
| abstract_inverted_index.at-home | 232 |
| abstract_inverted_index.between | 241 |
| abstract_inverted_index.domains | 208 |
| abstract_inverted_index.examine | 239 |
| abstract_inverted_index.general | 79 |
| abstract_inverted_index.genetic | 33, 140 |
| abstract_inverted_index.health, | 211 |
| abstract_inverted_index.improve | 54 |
| abstract_inverted_index.parent, | 229 |
| abstract_inverted_index.parents | 186 |
| abstract_inverted_index.patient | 55 |
| abstract_inverted_index.proband | 190 |
| abstract_inverted_index.promise | 37 |
| abstract_inverted_index.quality | 59 |
| abstract_inverted_index.record. | 182 |
| abstract_inverted_index.recruit | 129, 166 |
| abstract_inverted_index.samples | 217 |
| abstract_inverted_index.studies | 21, 100 |
| abstract_inverted_index.trauma, | 212 |
| abstract_inverted_index.Approval | 253 |
| abstract_inverted_index.Hospital | 177, 263 |
| abstract_inverted_index.However, | 62 |
| abstract_inverted_index.analysis | 160, 237 |
| abstract_inverted_index.clinical | 106, 134, 171 |
| abstract_inverted_index.complete | 200 |
| abstract_inverted_index.creation | 49 |
| abstract_inverted_index.critical | 4 |
| abstract_inverted_index.describe | 118 |
| abstract_inverted_index.factors, | 35 |
| abstract_inverted_index.families | 90 |
| abstract_inverted_index.genetics | 244 |
| abstract_inverted_index.imaging. | 104 |
| abstract_inverted_index.measures | 247 |
| abstract_inverted_index.obtained | 259 |
| abstract_inverted_index.obviates | 108 |
| abstract_inverted_index.protocol | 124, 163 |
| abstract_inverted_index.spanning | 206 |
| abstract_inverted_index.targeted | 51 |
| abstract_inverted_index.collected | 220 |
| abstract_inverted_index.contained | 174 |
| abstract_inverted_index.describes | 125 |
| abstract_inverted_index.examining | 86 |
| abstract_inverted_index.function, | 56 |
| abstract_inverted_index.harnesses | 151 |
| abstract_inverted_index.journals. | 279 |
| abstract_inverted_index.possible. | 195 |
| abstract_inverted_index.prognosis | 57 |
| abstract_inverted_index.protocol. | 122 |
| abstract_inverted_index.published | 276 |
| abstract_inverted_index.recruited | 193 |
| abstract_inverted_index.research. | 115 |
| abstract_inverted_index.resource. | 157 |
| abstract_inverted_index.resources | 96 |
| abstract_inverted_index.resulting | 144 |
| abstract_inverted_index.underused | 155 |
| abstract_inverted_index.Subsequent | 236 |
| abstract_inverted_index.adolescent | 189, 223 |
| abstract_inverted_index.biological | 228 |
| abstract_inverted_index.challenges | 82, 112 |
| abstract_inverted_index.collection | 234 |
| abstract_inverted_index.compounded | 84 |
| abstract_inverted_index.disorders. | 18 |
| abstract_inverted_index.electronic | 180 |
| abstract_inverted_index.especially | 24 |
| abstract_inverted_index.phenotypes | 29 |
| abstract_inverted_index.procedures | 126 |
| abstract_inverted_index.reflective | 76 |
| abstract_inverted_index.treatments | 52 |
| abstract_inverted_index.Adolescence | 1 |
| abstract_inverted_index.Repurposing | 105 |
| abstract_inverted_index.adolescents | 168, 198 |
| abstract_inverted_index.behavioural | 28, 246 |
| abstract_inverted_index.development | 10 |
| abstract_inverted_index.individuals | 70 |
| abstract_inverted_index.information | 31 |
| abstract_inverted_index.participate | 72, 98 |
| abstract_inverted_index.population. | 80 |
| abstract_inverted_index.prospective | 63 |
| abstract_inverted_index.resilience. | 215 |
| abstract_inverted_index.self-report | 204 |
| abstract_inverted_index.Children’s | 176, 262 |
| abstract_inverted_index.Introduction | 0 |
| abstract_inverted_index.adolescence, | 23 |
| abstract_inverted_index.adolescence. | 249 |
| abstract_inverted_index.adolescents, | 87 |
| abstract_inverted_index.associations | 240 |
| abstract_inverted_index.development, | 243 |
| abstract_inverted_index.high-quality | 133 |
| abstract_inverted_index.neuroimaging | 64, 114 |
| abstract_inverted_index.participants | 130 |
| abstract_inverted_index.dissemination | 252 |
| abstract_inverted_index.institutional | 266 |
| abstract_inverted_index.peer-reviewed | 278 |
| abstract_inverted_index.prospectively | 138 |
| abstract_inverted_index.cost-efficient | 148 |
| abstract_inverted_index.identification | 41 |
| abstract_inverted_index.research-grade | 103 |
| abstract_inverted_index.neuroscientific | 156 |
| abstract_inverted_index.time-intensive, | 68 |
| abstract_inverted_index.Philadelphia’s | 179, 265 |
| abstract_inverted_index.sociobehavioural | 142 |
| abstract_inverted_index.brain-behaviour-genetics | 120, 162 |
| cited_by_percentile_year | |
| countries_distinct_count | 1 |
| institutions_distinct_count | 19 |
| citation_normalized_percentile.value | 0.58768396 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |