Skip to content
#data science Meta-analysis Open access

Evaluating the Clinical Utility of TSPO-PET in MS and the Influence of Methodological Heterogeneity

Sep 2026 · Neurology(R) neuroimmunology & neuroinflammation · Vol 13 · 0 citations · 44 references
Medicine

TL;DR

TSPO-PET effectively distinguishes PwMS from HC and differentiates MS subtypes, but radiotracer, quantification method, image analysis method, reference tissue, and region of interest significantly impact TSPO-PET outcomes and must be considered when designing and interpreting studies.

Abstract

Background and Objectives PET imaging targeting the 18-kDa translocator protein (TSPO) is a widely used method to detect neuroinflammation in vivo and shows promise for detecting innate inflammatory activity in multiple sclerosis (MS). However, TSPO-PET findings in MS vary substantially across studies. We performed a systematic review and meta-analysis to quantify TSPO-PET signal differences between people with MS (PwMS) and healthy controls (HCs) and to evaluate the impact of methodological factors on study outcomes. Methods A systematic search of Scopus, MEDLINE, Web of Science, and Embase databases was conducted through September 10, 2025. Original TSPO-PET studies in PwMS were included. Standardized mean differences (SMDs) in TSPO-PET signal between PwMS and HC were pooled using random-effects models with cluster robust variances. Heterogeneity was assessed using I2 statistics. Meta-regression and subgroup analyses investigated methodological sources of heterogeneity. Patient-level data were analyzed for associations with clinical and demographic variables. Risk of bias and certainty of evidence were assessed using quality assessment of diagnostic accuracy studies 2 tool and GRADE framework, respectively. Results Forty-nine studies met inclusion criteria. Overall meta-analysis revealed significantly increased TSPO-PET signal in PwMS vs HC (SMD = 0.44, 95% CI: 0.27–0.61, p = 0.0002, I2: 97.00%). TSPO-PET signal was also significantly higher in progressive MS than in relapsing-remitting MS, indicating discrimination across MS clinical subtypes. Meta-regression attributed study heterogeneity to tracer (11.47%), PET quantification method (15.37%), and region of interest (19.71%) differences. Significant PwMS vs HC differences were most consistently observed with select tracers ([11C]PBR28, [18F]DPA-714, [11C]ER176, and [11C]PK11195) and with distribution volume ratio (DVR), nondisplaceable binding potential (BPND), and standardized uptake value ratio metrics. Significant effects were found in perilesional, thalamic, cortical, hippocampal, normal-appearing white matter, and T2-weighted white matter lesion regions. Patient-level analyses, while limited in power, showed significant associations between TSPO-PET signal (DVR) and disability measures (expanded disability status scale). Discussion TSPO-PET effectively distinguishes PwMS from HC and differentiates MS subtypes. However, radiotracer, quantification method, image analysis method, reference tissue, and region of interest significantly impact TSPO-PET outcomes and must be considered when designing and interpreting studies. Methodological standardization and improved reporting will be essential to enhance cross-study comparability and clinical interpretability.

Read PDF

Similar papers

#computer vision Review Sep 2017

Agile Software Development Methods: Review and Analysis

This publication proposes a definition and a classification of agile software development approaches and analyses ten software development methods that can be characterized as being "agile" against the defined criterion.

P. Abrahamsson, O. Salo, Jussi Ronkainen et al. · 727 citations · ⚡54
#computer vision Jun 2008

The impact of agile practices on communication in software development

The study shows that agile practices improve both informal and formal communication, but indicates that, in larger development situations involving multiple external stakeholders, a mismatch of adequate communication mechanisms can sometimes even hinder the communication.

M. Pikkarainen, Jukka Haikara, O. Salo et al. · 401 citations · ⚡48
#machine learning Review Open access Oct 2014

Software development in startup companies: A systematic mapping study

The results indicate that software engineering work practices are chosen opportunistically, adapted and configured to provide value under the constrains imposed by the startup context.

Nicolò Paternoster, Carmine Giardino, M. Unterkalmsteiner et al. · 394 citations · ⚡54

Trajectory Balance: Improved Credit Assignment in GFlowNets

It is proved that any global minimizer of the trajectory balance objective can define a policy that samples exactly from the target distribution, and empirically demonstrate the benefits of the trajectories balance objective for GFlowNet convergence, diversity of generated samples, and robustness to long action sequenc...

Esmeralda S. Whitammer, Moksh Jain, Emmanuel Bengio et al. · 302 citations · ⚡60

Related blog posts

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.