Evidence map›Paper›PMID 42717394›Full record

ReviewJournal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism2026

Building an open infrastructure for molecular neuroimaging: Standards and tools from the OpenNeuroPET initiative.

Melanie Ganz, Martin Norgaard, Cyril Pernet, Granville J Matheson, Anthony Galassi, Eric Ceballos, Murat Bilgel, Cyrus Eierud, Gabriel Gonzalez-Escamilla, Paul Wighton and 10 more

Abstract readReview
PubMed Publisher
In one paragraph

Review in Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

20 authors.

Melanie GanzNeurobiology Research Unit, Rigshospitalet, Copenhagen, Denmark.ORCID 0000-0002-9120-8098
Martin NorgaardDepartment of Computer Science, University of Copenhagen, Copenhagen, Denmark.ORCID 0000-0003-2131-5688
Cyril PernetNeurobiology Research Unit, Rigshospitalet, Copenhagen, Denmark.ORCID 0000-0003-4010-4632
Granville J MathesonDepartment of Clinical Neuroscience, Centre for Psychiatry Research, Karolinska Institutet & Stockholm Health Care Services, Region Stockholm, Stockholm, Sweden.ORCID 0000-0002-5646-4547
Anthony GalassiMolecular Imaging Branch, National Institute of Mental Health (NIMH), Bethesda, MD, USA.
Eric CeballosMontreal Neurological Institute, McGill University, Montreal, QC, Canada.ORCID 0000-0002-5643-1243
Murat BilgelNational Institute on Aging (NIA), Baltimore, MD, USA.ORCID 0000-0001-5042-7422
Cyrus EierudTri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, Emory University, Atlanta, GA, USA.ORCID 0000-0002-9942-676X
Gabriel Gonzalez-EscamillaDepartment of Neurology, Saarland University, Homburg, Saarland, Germany.ORCID 0000-0002-7209-1736
Paul WightonMartinos Center, Massachusetts General Hospital, Charlestown, MA, USA.
Christopher J MarkiewiczDepartment of Psychology, Stanford University, Stanford, CA, USA.ORCID 0000-0002-6533-164X
Nell HardcastleDepartment of Psychology, Stanford University, Stanford, CA, USA.ORCID 0000-0002-3837-0707
Joshua BuckholtzDepartment of Psychology, Stanford University, Stanford, CA, USA.ORCID 0000-0002-9418-8686
Ross BlairDepartment of Psychology, Stanford University, Stanford, CA, USA.ORCID 0000-0003-3007-1056
Douglas N GreveMartinos Center, Massachusetts General Hospital, Charlestown, MA, USA.ORCID 0000-0002-0610-0155
Adam G ThomasData Science and Sharing Team, National Institute of Mental Health (NIMH), Bethesda, MD, USA.ORCID 0000-0002-2850-1419
Russell A PoldrackDepartment of Psychology, Stanford University, Stanford, CA, USA.ORCID 0000-0001-6755-0259
Vince CalhounTri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, Emory University, Atlanta, GA, USA.
Robert B InnisMolecular Imaging Branch, National Institute of Mental Health (NIMH), Bethesda, MD, USA.ORCID 0000-0003-1238-7209
Gitte M KnudsenNeurobiology Research Unit, Rigshospitalet, Copenhagen, Denmark.ORCID 0000-0003-1508-6866

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Molecular neuroimaging with positron emission tomography (PET) and single-photon emission computed tomography (SPECT) enables quantification of specific molecular targets in the living brain. Despite its scientific impact, molecular neuroimaging research has historically faced challenges due to high costs, small sample sizes, laboratory-specific analysis pipelines, and limited large-scale data sharing. These factors have hindered reproducibility and the broader reuse of valuable PET datasets. The OpenNeuroPET initiative was established to address these barriers by developing standards, infrastructure, and open-source tools currently focused on PET. Through collaborations across Europe and North America, OpenNeuroPET has supported the PET extension of the Brain Imaging Data Structure (PET-BIDS), providing a standardized framework for PET datasets and metadata. Building on PET-BIDS, tools such as PET2BIDS, ezBIDS, and BIDSCoin facilitate data conversion and curation. In parallel, OpenNeuro now hosts PET-BIDS datasets for open sharing, while complementary platforms such as PublicnEUro provide controlled-access pathways designed to support compliance with the European Union General Data Protection Regulation (GDPR). Emerging open-source workflows further support automated, reproducible PET analysis, promoting harmonization across centers. Together, these developments mark an important step toward an open molecular neuroimaging community in which datasets, software, and workflows can be transparently shared, reused, and scaled for collaborative research.

Indexed as

BIDSData sharingmolecular neuroimagingOpenNeuroPETpositron emission tomographyreproducibility

Identifiers

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.