Summary:
A large-scale neuroimaging meta-analysis combining 40 fMRI datasets and 2,175 participants challenges a long-held assumption in affective neuroscience and clinical psychology. Led by the international NIDER consortium and spanning 32 research teams, the study shows that the strength of prefrontal cortex activation does not predict an individual’s ability to use cognitive reappraisal to reduce negative emotion. The results also reveal that commonly used measures—self-report questionnaires, in-scanner subjective ratings, and amygdala downregulation—do not converge on a single neural signature, indicating that different people use distinct neural pathways to manage distress.
Key Facts:
- Challenging a Core Dogma: Across 2,175 participants from 40 fMRI datasets—about 20 times the size of many prior studies—prefrontal cortex activation magnitude failed to predict an individual’s capacity for downregulating negative emotions.
- Three Metrics, No Common Ground: Measures that are often treated as interchangeable—trait questionnaires about reappraisal, trial-by-trial affective ratings in the scanner, and amygdala signal reduction—showed almost no mutual correlation. Only a very small relationship was observed between subjective relief and amygdala activity.
- Global Vascular Confound: The consortium identified a major methodological issue: individual differences in global cerebral vascular reactivity and related physiological factors inflate BOLD signals across multiple brain regions simultaneously, undermining simple interpretations that prefrontal activation directly suppresses amygdala responses.
Source: Central Institute for Mental Health (CIMH)
Article Body
Imagine your manager sharply criticizes your work in a meeting. Your immediate reaction may be embarrassment and stress. Reframing the moment—thinking, “They want this project to succeed and are invested in the outcome”—can reduce the emotional sting.
In clinical psychology and cognitive neuroscience, that deliberate reinterpretation is called cognitive reappraisal. It is central to emotional resilience and is a core element of cognitive behavioral therapy (CBT).
For decades, fMRI studies have reported that broad prefrontal regions—dorsolateral, ventrolateral, and dorsomedial prefrontal cortices—become active when people reframe upsetting images. From these consistent group-level findings, researchers inferred that stronger prefrontal BOLD responses indicate better emotion regulation. The NIDER consortium’s meta-analysis overturns that inference: across a very large, multi-site sample, prefrontal activation strength did not predict individual differences in reappraisal success.
A 2,000-Participant Consortium Overhauls Emotion Research
To address inconsistencies in affective neuroimaging, 32 international labs collaborated under the NIDER consortium, led by Dr. Maurizio Sicorello (Central Institute for Mental Health, Mannheim), Professor Carmen Morawetz (University of Innsbruck), and Jenny Zähringer (CIMH). The teams pooled 40 task-based fMRI datasets totaling up to 2,175 participants—many datasets reanalyzed from raw data under a preregistered, standardized protocol, including nine previously unpublished cohorts.
The primary conclusion was clear: activation magnitude in canonical prefrontal networks during instructed reappraisal provided no reliable indication of how well a person reduced negative affect.
“Changing how we feel by seeing a situation differently is not simply a muscle some people have more developed,” said Dr. Sicorello. “Factors such as personal history, habitually favored interpretations, and whether alternative appraisals feel credible likely play a larger role.” Co-senior author Carmen Morawetz added that while prefrontal regions participate in cognitive control, they do not serve as straightforward, individual-level biomarkers of emotion regulation capacity.
Three Standard Measures Fall Out of Step
The consortium explicitly tested three commonly used indicators presumed to measure reappraisal capacity:
- Validated self-report questionnaires capturing everyday reappraisal habits.
- In-scanner ratings showing how much subjective distress decreased after reappraisal prompts.
- Physiological reduction of BOLD signal in the amygdala, a subcortical node for emotional salience.
If these metrics indexed a single underlying trait, they would correlate strongly. Instead, they diverged: questionnaire scores did not significantly align with in-scanner ratings or neural activation patterns, and the association between subjective relief and amygdala downregulation was vanishingly small—so small that detecting it reliably would require sample sizes exceeding 1,000 participants in a single study.
The authors argue this divergence reflects differences in what the measures assess: questionnaires capture metacognitive tendencies in everyday life—whether people notice and habitually use reappraisal—while scanner tasks impose a standardized “how” and “when,” instructing participants to reappraise specific images in a controlled setting.
Sensorimotor Circuits and a Widespread Methodological Confound
When searching for neural correlates of successful downregulation, modest associations emerged outside classical prefrontal hubs. Participants who reported greater decreases in distress tended to show slightly lower activity in sensorimotor regions—areas linked to bodily awareness and motor readiness—as well as involvement of attentional control networks and brainstem regions.
Crucially, the meta-analysis also highlighted a pervasive methodological artifact. Individuals differ in baseline cerebral blood flow, systemic vascular reactivity, and in-scanner head motion. Those with higher vascular reactivity often show amplified BOLD signals throughout the brain. This pattern produces simultaneous increases in both prefrontal and amygdala signals, running counter to simple inhibition-based models that treat prefrontal activation as directly suppressing amygdala responses.
“This finding is uncomfortable but important,” Morawetz said. “Treating isolated regional activations as markers of a person’s emotion regulation ability is misleading, particularly in clinical contexts where reduced prefrontal activation is sometimes interpreted as impairment. Future work should use ecologically relevant tasks and whole-brain network models that account for individual vascular physiology.”
The consortium recommends moving away from single-region biomarkers and toward personalized, behaviorally meaningful paradigms and network-based analyses calibrated to each person’s vascular profile.
Editorial Notes:
- This article was edited by a Neuroscience News editor.
- The journal paper was reviewed in full.
- Additional context was added by editorial staff.
About this emotion and neuroimaging Research:
- Media Contact: Anna Huber
- Source: University of Innsbruck
- Image Credit: Image credited to Neuroscience News
- Original Research (Open Access): Nature (Oct 1, 2026). Title: “Emotion regulation capacity lacks a shared neural signature.” Authors: Maurizio Sicorello, Jenny Zaehringer, Thomas E. Kraynak, Peter J. Gianaros, Stephan Nebe, Lena M. Paschke, Rosa Steimke, Christine Stelzel, Henrik Walter, Kevin S. LaBar, John L. Graner, Sang Hee Kim, Michèle Wessa, Magdalena Sandner, Franziska Weinmar, Birgit Derntl, Nathan T. M. Huneke, Harry A. Fagan, Guillén Fernández, Linlin Yan, Agar Marín-Morales, Juan Verdejo-Román, Trevor Steward, Ben J. Harrison, Christopher G. Davey, Denise Dörfel, Maital Neta, Jordan Pierce, David S. Stolz, Johanna Kissler, Anissa Benzait, Susanne Erk, Stella Berboth, Carien M. van Reekum, Emma Tupitsa, Satja Mulej Bratec, Christian Sorg, Laura Müller-Pinzler, Andrzej Sokołowski, Wojciech Ł. Dragan, Monika Folkierska-Żukowska, Valerie L. Jentsch, Christian J. Merz, Christoph Scheffel, Kersten Diers, Kaoru Nashiro, Jungwon Min, Mara Mather, Steve Heinke, Anne Gärtner, Kateri McRae, John P. Powers, Nick Doren, Silvia U. Maier, Isabel Dziobek, Simón Guendelman, Michael Gaebler, Judith K. Daniels, Matthias Burghart, Stephanie N. L. Schmidt, Lena Hofhansel, Ute Habel, The NIDER Consortium, Nils Kohn & Carmen Morawetz.
- DOI: 10.1038/s41586-026-11203-1
Abstract
Emotion regulation capacity lacks a shared neural signature
Cognitive reappraisal—changing how one interprets a situation to alter its emotional impact—is central to mental health and engages prefrontal regulatory circuits, which has led to the expectation that prefrontal activation reflects individual regulatory capacity. To evaluate this assumption at scale, we analyzed 40 task-based fMRI datasets in a preregistered consortium (N = 2,175). We tested three widely used indicators of reappraisal capacity: trait questionnaires, task-based affective ratings, and amygdala downregulation.
These three indicators did not converge on a common core, nor did they show the predicted associations with canonical prefrontal control circuits. Trait questionnaires showed no consistent neural associations across the brain. Task-based affective ratings related more to amygdala and sensorimotor responses than to canonical regulatory regions. At the process level, canonical control circuits were engaged during both emotional reactivity and reappraisal, challenging their assumed specificity for regulation.
Our findings caution against inferring an individual’s emotion regulation ability from activation in putatively regulatory regions alone. They have important implications for research on neural biomarkers, clinical interventions, and educational efforts that link regulation difficulties to regional brain deficits.
