Back

Real-Time fMRI Neurofeedback Targeting Cue Reactivity in Alcohol Use Disorder: Challenges and Insights from a Randomized Controlled Trial

Halli, P.; Weiss, F.; Gerhardt, S.; Zhang, J.; Sommer, W. H.; Kiefer, F.; Kirsch, P.; Gerchen, M. F.

2026-06-01 psychiatry and clinical psychology
10.64898/2026.05.29.26354435 medRxiv
Show abstract

In a single-blind randomized controlled trial, we investigated the effectiveness of real-time fMRI neurofeedback delivered in 7 runs over three sessions across two weeks in N = 65 patients with alcohol use disorder. The intervention targeted modulation of ventral striatal cue reactivity to alcohol-related cues as well as enhancement of prefrontal control mechanisms in the right inferior frontal gyrus. The study design incorporate three experimental groups that either were instructed to downregulate a ventral striatum signal, upregulate the right inferior frontal gyrus, or upregulate negative functional connectivity between these two structures. In two active control groups participants were instructed to either up- or downregulate the primary auditory cortex. We did not find an effect of ventral striatal downregulation or negative connectivity feedback, and a reduced striatal activation in the right inferior frontal gyrus upregulation group was accompanied by concurrent lower activation in the target structure, suggesting that our intended modulation approaches were not effective. Identified problems that might have contributed to this unexpected outcome might have been the use of continuous feedback presentation that potentially confuses regulation target and reward processing in the ventral striatum, counterintuitive regulation directions, a lack of explicit strategy guidance and transparency about the targeted process, and generally the difficulty to recruit a sufficient number of eligible voluntary participants for a well-powered study with a complex design. These insights emphasize the complex challenges of real-time fMRI neurofeedback interventions for the treatment of substance use disorders and could provide guidance for the development of more effective future approaches.

Matching journals

The top 10 journals account for 50% of the predicted probability mass.

1
NeuroImage: Clinical
132 papers in training set
Top 0.3%
12.5%
2
Addiction Biology
47 papers in training set
Top 0.2%
7.1%
3
Translational Psychiatry
219 papers in training set
Top 0.9%
6.7%
4
Neuropsychopharmacology
134 papers in training set
Top 0.5%
6.2%
5
NeuroImage
813 papers in training set
Top 2%
4.3%
6
Psychological Medicine
74 papers in training set
Top 0.6%
3.5%
7
European Neuropsychopharmacology
15 papers in training set
Top 0.1%
3.5%
8
PLOS ONE
4510 papers in training set
Top 42%
3.0%
9
Biological Psychiatry: Cognitive Neuroscience and Neuroimaging
62 papers in training set
Top 0.6%
2.8%
10
Journal of Psychopharmacology
14 papers in training set
Top 0.1%
2.6%
50% of probability mass above
11
Neuroscience & Biobehavioral Reviews
43 papers in training set
Top 0.2%
2.6%
12
Alcohol, Clinical and Experimental Research
12 papers in training set
Top 0.1%
2.0%
13
Alcoholism: Clinical and Experimental Research
13 papers in training set
Top 0.1%
2.0%
14
Brain Sciences
52 papers in training set
Top 0.4%
2.0%
15
Psychopharmacology
59 papers in training set
Top 0.4%
1.7%
16
Scientific Reports
3102 papers in training set
Top 59%
1.7%
17
Progress in Neuro-Psychopharmacology and Biological Psychiatry
36 papers in training set
Top 0.5%
1.6%
18
Psychiatry and Clinical Neurosciences
11 papers in training set
Top 0.1%
1.6%
19
JAMA Network Open
127 papers in training set
Top 2%
1.6%
20
Drug and Alcohol Dependence
37 papers in training set
Top 0.4%
1.5%
21
Journal of Psychiatric Research
28 papers in training set
Top 0.5%
1.5%
22
Human Brain Mapping
295 papers in training set
Top 3%
1.2%
23
Frontiers in Psychiatry
83 papers in training set
Top 2%
1.2%
24
Pharmacology Biochemistry and Behavior
17 papers in training set
Top 0.3%
1.1%
25
Nature Communications
4913 papers in training set
Top 60%
0.9%
26
Biological Psychiatry Global Open Science
54 papers in training set
Top 1%
0.9%
27
Brain and Behavior
37 papers in training set
Top 1%
0.9%
28
European Journal of Neuroscience
168 papers in training set
Top 1%
0.9%
29
Computational Psychiatry
12 papers in training set
Top 0.1%
0.8%
30
American Journal of Psychiatry
20 papers in training set
Top 0.4%
0.8%