Skull Bone Marrow TSPO PET in Chronic Pain (ds007907)
Elevated translocator protein in skull bone marrow is linked to human chronic pain
Head PET of the immune marker translocator protein (TSPO) and T1-weighted brain MRI of people with chronic low back pain or knee osteoarthritis and healthy controls, collected to study immune activation in skull bone marrow in chronic pain. Includes skull masks and SUV maps.
Overview
This OpenNeuro release (ds007907) holds the imaging behind a Massachusetts General Hospital study by Marco Loggia's group on whether chronic pain goes along with immune activation in the bone marrow of the skull. Participants had a PET scan with [11C]PBR28, a tracer that binds the 18 kDa translocator protein (TSPO), together with a T1-weighted MRI acquired in the same session. The data are shared openly under CC0 in BIDS format. The accompanying paper was listed as in press at Science Translational Medicine when the dataset was released.
Composition
147 people were scanned once each. 88 have chronic low back pain (51 from the IGNITE study and 37 scanned before treatment in a cannabidiol trial), 37 have knee osteoarthritis and 22 are healthy controls. 79 are female and 68 male. Ages at scan range from 19 to 85 years, with a mean of 53.5. Every subject has one T1w image and one PET image. The study is observational and cross-sectional; no task was performed during imaging.
Acquisition
All data come from a Siemens Biograph mMR, a simultaneous PET/MR system at 3 T. PET was recorded as a 90 minute dynamic list-mode scan after a bolus injection, and the shared image is a static SUV map built from the 60 to 90 minute window, reconstructed with OSEM and corrected for attenuation with an MR-based pseudo-CT. The structural image is a multi-echo MPRAGE, defaced before release and coregistered to the PET.
Annotations
A derivatives folder holds, per subject, a binary skull mask in T1w space, made by thresholding the pseudo-CT and corrected by hand, plus skull and brain SUV maps warped to MNI152 space with ANTs. A group skull probability map in MNI152 space is also included.
Known limitations
- Single site and scanner, and only one tracer, so results may not carry over to other PET systems.
- Only the static 60 to 90 minute SUV image is shared, not the dynamic frames.
- participants.tsv gives study group, age and sex but no pain ratings or TSPO genotype.
Cohort
Aggregate numbers from the sources below. Bars are relative to the 147 subjects.
Sex
- Female 79 54%
- Male 68 46%
sex in participants.tsv of the ds007907 BIDS repository (CC0), columns age, sex, group and pain_hc
Modality
- MRI 147 100%
- PET 147 100%
anat/*_T1w.nii.gz, pet/*_pet.nii.gz in File listing and JSON sidecars of the ds007907 BIDS repository (CC0), subjects counted per NIfTI file
PET tracer
- [11C]PBR28 147 100%
pet/*_pet.json TracerName in File listing and JSON sidecars of the ds007907 BIDS repository (CC0), subjects counted per NIfTI file
Scanner vendor
- Siemens Healthineers 147 100%
ManufacturersModelName in T1w and PET sidecars in File listing and JSON sidecars of the ds007907 BIDS repository (CC0), subjects counted per NIfTI file
Field strength
- 3 T 147 100%
README (Imaging modalities) in OpenNeuro ds007907 snapshot 1.0.2 (dataset_description.json, README, participants.json, CHANGES and snapshot size)
Age
mean 53.5 ± 16.4, median 56, range 19 to 85
age in participants.tsv of the ds007907 BIDS repository (CC0), columns age, sex, group and pain_hc
Contrast / sequence
Groups can overlap
- T1-weighted 147 100%
anat/*_T1w.nii.gz in File listing and JSON sidecars of the ds007907 BIDS repository (CC0), subjects counted per NIfTI file
Condition
Groups can overlap
- Chronic pain 125 85%
- Low back pain 88 60%
- Knee osteoarthritis 37 25%
- Healthy control 22 15%
pain_hc = Pain, group = IGN_CLBP or PBRCBD, group = PBRKOA_KOA, group = PBRKOA_HC in participants.tsv of the ds007907 BIDS repository (CC0), columns age, sex, group and pain_hc
Condition by sex
Reported cross table. A dot marks a cell the source does not give.
| Female | Male | |
|---|---|---|
| Low back pain | 52 | 36 |
| Knee osteoarthritis | 16 | 21 |
| Healthy control | 11 | 11 |
group, sex in participants.tsv of the ds007907 BIDS repository (CC0), columns age, sex, group and pain_hc
Contrast combinations
How many subjects have exactly each set of contrasts.
| T1w | Subjects with exactly this set |
|---|---|
147 |
anat/*_T1w.nii.gz in File listing and JSON sidecars of the ds007907 BIDS repository (CC0), subjects counted per NIfTI file
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
Download without an account
Creative Commons Zero 1.0 Universal
Public domain dedication. Do anything with the data, including commercial use, without asking and without having to give credit.
dataset_description.json of snapshot 1.0.2 states "License" CC0.
What you can do
- Yes
- Yes
- Yes
- Yes
- Yes
What you can share
- Yes
- Yes
- Yes
What you must do
- No
- Share alike No
- No
- No
- Manuscript review No
- Release code No
- Return results No
- Delete after use No
Limits
- No
- Location limits No
Citation
Mohammadian M, Efthimiou N, Gabriel K, Brusaferri L, Cooper-Hohn J, Kim M, Murphy JP, Alshelh Z, Grmek G, Schnieders JH, Chane CA, Carmichael TG, Yang D, Schubert JJ, Turkheimer FE, Cazuza RA, Grace PM, Catana C, Stufflebeam SM, Edwards RR, Napadow V, Sullivan K, Nahrendorf M, Price TJ, Gilman JM, Loggia ML. Evidence for a role of skull bone marrow in human chronic pain. Sci Transl Med. In press. doi:10.1126/scitranslmed.aed8729
Sources
Every number on this page comes from one of these documents. Each chart names the table or page it is taken from. The raw numbers are in stats.csv.
- OpenNeuro ds007907 snapshot 1.0.2 (dataset_description.json, README, participants.json, CHANGES and snapshot size) website
- participants.tsv of the ds007907 BIDS repository (CC0), columns age, sex, group and pain_hc computed
- File listing and JSON sidecars of the ds007907 BIDS repository (CC0), subjects counted per NIfTI file computed