Philadelphia Neurodevelopmental Cohort (PNC)
Philadelphia Neurodevelopmental Cohort (dbGaP: Neurodevelopmental Genomics: Trajectories of Complex Phenotypes)
Community cohort of youth aged 8 to 21 from the Philadelphia area with genotypes, psychiatric and cognitive phenotypes, and single-scanner 3T multimodal MRI (T1w, ASL, diffusion, resting-state and task fMRI) of a 1,000-subject subsample, shared through dbGaP.
Overview
The Philadelphia Neurodevelopmental Cohort (PNC) studies how brain development relates to cognition and to emerging psychiatric symptoms in youth, and how genetics shapes both. It was run as a two-year NIMH-funded collaboration between the Brain Behavior Laboratory at the University of Pennsylvania and the Center for Applied Genomics at the Children's Hospital of Philadelphia, which recruited from its pool of previously genotyped children. Imaging, genotype and phenotype data are shared jointly through dbGaP under the original project name "Neurodevelopmental Genomics: Trajectories of Complex Phenotypes" (phs000607).
Composition
The dbGaP study lists 9,496 consented subjects aged 8 to 21 with genotypes, a structured psychiatric interview (GOASSESS), medical history and a computerized neurocognitive battery. The 2015 data paper describes 9,498 such subjects and an imaging subsample of 1,000, the first participants scanned, released as raw DICOM without quality control. By sequence, 1,000 have the T1-weighted MPRAGE, 942 pseudo-continuous ASL, 885 diffusion, 934 the emotion identification fMRI task, 913 the fractal n-back task and 883 resting-state fMRI. The dbGaP page states that the second release added phenotype, genotype and image data for over 500 more subjects and that the current release holds over 9,700 MRI images, but gives no updated imaging subject count. Participants come from a community sample, not a case-control design; psychopathology is measured dimensionally.
Acquisition
All imaging took place at Penn on one Siemens TIM Trio 3T scanner with fixed software, in a fixed sequence order lasting about 50 minutes. Diffusion used 64 directions split into two runs. Perfusion used a custom spin-echo pCASL sequence. Image headers carry age in months, sex and self-reported race.
Annotations
No image labels. Each subject has clinical, cognitive and genotype data, plus in-scanner task logs.
Known limitations
Imaging excluded youth with major medical or neurological conditions, but later review found a small share with relevant history or incidental findings. Later scans in the protocol have fewer subjects because some sessions ended early. The authors report a fat-related artifact in the pCASL perfusion images. Access requires an approved dbGaP request, and the consent group limits use to not-for-profit organizations and genotype-phenotype research.
Cohort
Aggregate numbers from the sources below. Bars are relative to the 1,000 subjects.
Contrast / sequence
subjects, values can overlap
- T1-weighted 1,000 100%
- Arterial spin labeling 942 94%
- Diffusion-weighted 885 89%
Scanner vendor
subjects
- Siemens Healthineers 1,000 100%
Field strength
subjects
- 3 T 1,000 100%
Country
subjects
- United States 1,000 100%
License and access
Our reading of the license, not legal advice. Before you use the data, read the original license and confirm that your use is allowed. We take no responsibility for how you use a dataset. Full disclaimer
A research proposal is reviewed and approved
Imaging, genotype and phenotype data are released together under dbGaP study phs000607. A principal investigator with eRA Commons credentials submits a Data Access Request with a research use statement, signed by their institution and reviewed by the NIH Joint Addiction, Aging, and Mental Health Data Access Committee.
NIH Data Use Certification Agreement for dbGaP study phs000607 (Philadelphia Neurodevelopmental Cohort)
NIH controlled-access terms for the PNC on dbGaP. A senior investigator and their institution request access for a described project, renewed yearly. The consent group allows use by not-for-profit organizations only and limits research to genotype-phenotype associations. No redistribution, no sale, no re-identification, acknowledgement of the investigators, funder and accession, and destruction of the data at project close-out.
What you can do
- No
- No
- Not stated
- Conditional
- Yes
What you can share
- No
- No
- Not stated
What you must do
- Yes
- Share alike No
- Yes
- Conditional
- Manuscript review No
- Release code No
- Conditional
- Yes
Limits
- Yes
- Yes
Citation
Satterthwaite TD, Connolly JJ, Ruparel K, et al. The Philadelphia Neurodevelopmental Cohort: A publicly available resource for the study of normal and abnormal brain development in youth. NeuroImage 124:1115-1119 (2016). https://doi.org/10.1016/j.neuroimage.2015.03.056. Neuroimaging data: Satterthwaite TD, Elliott MA, Ruparel K, et al. Neuroimaging of the Philadelphia Neurodevelopmental Cohort. NeuroImage 86:544-553 (2014). https://doi.org/10.1016/j.neuroimage.2013.07.064
All numbers
Every number on this page, as stored in stats.csv, with its source.
| Measure | Breakdown | Value | Source |
|---|---|---|---|
| Subjects | total imaging subsample in dbGaP as described in 2015; the dbGaP page states that the second release added image data of over 500 subjects, without an imaging total | 1,000 | satterthwaite2016 Table 1 |
| Subjects | contrast=T1w MPRAGE | 1,000 | satterthwaite2016 Table 1 |
| Subjects | contrast=asl pCASL | 942 | satterthwaite2016 Table 1 |
| Subjects | contrast=dwi 64 directions in two runs of 32 | 885 | satterthwaite2016 Table 1 |
| Subjects | field_strength=3 single Siemens TIM Trio | 1,000 | satterthwaite2016 Multi-modal neuroimaging |
| Subjects | vendor=siemens | 1,000 | satterthwaite2016 Multi-modal neuroimaging |
| Subjects | country=US greater Philadelphia area | 1,000 | satterthwaite2016 Study overview |
| Minimum age | total "children ages 8-21" | 8 | satterthwaite2016 Study overview |
| Maximum age | total "children ages 8-21" | 21 | satterthwaite2016 Study overview |
Sources
The keys used in the table above.
- dbgap-phs000607 dbGaP study page phs000607.v3.p2, Neurodevelopmental Genomics, Trajectories of Complex Phenotypes website
- satterthwaite2016 Satterthwaite et al. 2016, NeuroImage (PMC4591095) paper
- satterthwaite2014 Satterthwaite et al. 2014, Neuroimaging of the Philadelphia Neurodevelopmental Cohort, NeuroImage (PMC3947233) paper