BOLD versus oxygen metabolism, TUM (ds004873)
BOLD signal changes can oppose oxygen metabolism across the human cortex
Brain MRI of healthy adults doing arithmetic, autobiographical memory and control tasks, with task fMRI and quantitative blood flow, blood volume and oxygen extraction scans, collected to test whether BOLD signal changes track cortical oxygen metabolism.
Overview
This OpenNeuro release (ds004873) holds the imaging behind a study from the Technical University of Munich that asked whether the BOLD fMRI signal reliably reflects how much oxygen the cortex uses. Healthy volunteers did an arithmetic task, an autobiographical memory task, a low-demand letter task and rest while the team recorded BOLD fMRI together with multiparametric quantitative BOLD (mqBOLD) scans. From these the authors computed maps of blood flow, blood volume, oxygen extraction fraction and the cerebral metabolic rate of oxygen (CMRO2), and found that about 40% of voxels with significant BOLD changes had oxygen metabolism moving the other way, mostly in the default mode network. The data are shared under CC0.
Composition
There are 75 subject folders from three cohorts. The main study enrolled 47 adults, of whom 7 were left out of the analysis for task, contrast agent or image quality problems; their data stay in the release and the participants table flags them. Of the 40 analysed, 30 did all four conditions and 10 did only the arithmetic and control conditions with two contrast agent injections. A control study of 18 adults has only T1-weighted and BOLD scans with short and long task blocks, and a replication study of 10 adults repeated the arithmetic and control conditions with matched voxel grids. The participants table lists sex and age for all 75 (42 women, 33 men, aged 21 to 60) and hematocrit and oxygen saturation for the main study.
Acquisition
All scans were made on 3 T Philips Ingenia scanners with 32-channel head coils. The protocol had a 1 mm T1-weighted MPRAGE, multiband BOLD EPI (TR 1.2 s, 3 mm voxels), multi-echo spin-echo T2 mapping with 8 echoes, multi-echo gradient-echo T2* mapping with 12 echoes, pseudo-continuous arterial spin labeling and gadolinium dynamic susceptibility contrast perfusion.
Annotations
There are no image annotations. The derivatives folder holds fMRIPrep output, first-level contrasts and per-subject T2, T2*, R2', blood volume, blood flow, oxygen extraction and CMRO2 maps, plus group median maps in MNI space.
Known limitations
- The raw multi-echo gradient-echo, arterial spin labeling and perfusion files sit under derivatives, not in the raw subject folders.
- Post-contrast T1-weighted and FLAIR images described in the paper are not in the release.
- Three main-study subjects have blood flow maps but no raw arterial spin labeling files.
- The sample is small, young and from one site.
Cohort
Aggregate numbers from the sources below. Bars are relative to the 75 subjects.
Contrast / sequence
Groups can overlap
- BOLD fMRI 75 100%
- T1-weighted 74 99%
- Multi-echo spin echo 56 75%
- Multi-echo gradient echo 49 65%
- Arterial spin labeling 47 63%
- DSC perfusion 40 53%
From File tree of ds004873 (CC0), NIfTI files counted per subject folder
Age
mean 31, range 21 to 60
Condition
Groups can overlap
- Healthy control 75 100%
README in OpenNeuro ds004873 snapshot 2.0.7 (README, dataset_description.json and snapshot list)
Age by sex
Reported cross table. Missing cells were not published (fewer than 10 or not reported).
- 1030-3911
- 2620-2916
sex, age in participants.tsv of ds004873 (CC0)
Contrast combinations
How many subjects have exactly each set of contrasts.
| T1w | MEGRE | MESE | bold | asl | dsc | Subjects with exactly this set |
|---|---|---|---|---|---|---|
37 | ||||||
18 | ||||||
9 | ||||||
6 | ||||||
3 | ||||||
1 | ||||||
1 |
From File tree of ds004873 (CC0), NIfTI files counted per subject folder
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 2.0.7 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
Epp SM, Castrillón G, Yuan B, Andrews-Hanna J, Preibisch C, Riedl V. BOLD signal changes can oppose oxygen metabolism across the human cortex. Nature Neuroscience 29:1225-1236 (2026). doi:10.1038/s41593-025-02132-9
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.
- Epp et al. 2025, BOLD signal changes can oppose oxygen metabolism across the human cortex, Nature Neuroscience paper
- OpenNeuro ds004873 snapshot 2.0.7 (README, dataset_description.json and snapshot list) website
- participants.tsv of ds004873 (CC0) computed
- File tree of ds004873 (CC0), NIfTI files counted per subject folder computed