Back-Translating A Rodent Measure Of Negative Bias Into Humans: The Impact Of Induced Anxiety And Unmedicated Mood And Anxiety Disorders
Abstract
BackgroundMood and anxiety disorders are ubiquitous but current treatment options are ineffective for large numbers of sufferers. Moreover, recent years have seen a number of promising pre-clinical interventions fail to translate into clinical efficacy in humans. Improved treatments are unlikely without better animal-human translational pipelines. Here, we directly adapt-i.e. back-translate - a rodent measure of negative affective bias into humans, and explore its relationship with a)pathological mood and anxiety symptoms (study one) and b)transient induced anxiety (study two).\n\nMethodParticipants who met criteria for mood or anxiety disorder symptomatology according to a face-to-face neuropsychiatric interview were included in the symptomatic group. N = 77(47 asymptomatic; Female = 21; 30 symptomatic; Female = 25) participants completed study one and N = 47 asymptomatic participants (25 female) completed study two. Outcome measures were choice ratios, reaction times and parameters recovered from a computational model of reaction time; the drift diffusion model (DDM).\n\nResultsSymptomatic individuals demonstrated increased negative affective bias relative to asymptomatic individuals (proportion high reward = 0.42(SD = 0.14), and 0.53(SD = 0.17), respectively) as well as reduced DDM drift rate (p = 0.004). No significant effects were observed for the within-subjects anxiety-induction in study 2.\n\nConclusionHumans with pathological anxiety symptoms directly mimic rodents undergoing anxiogenic manipulation. The lack of sensitivity to transient anxiety suggests the paradigm may, moreover, be primarily sensitive to clinically relevant symptoms. Our results establish a direct translational pipeline (and candidate therapeutics screen) from negative affective bias in rodents to pathological mood and anxiety symptoms in humans, and link it to a computational model of reaction time.
02 /Specification & Classification
Click any tag to browse matching papers- Organism
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Reliability of Mouse Behavioural Tests of Anxiety: a Systematic Review and Meta-Analysis on the Effects of Anxiolytics.
Marianna Rosso, Robin Wirz, … Bernhard Voelkl·bioRxiv·Jul 28, 2021
- Characterisation of a touchscreen-based Go/No Go task for assessing cognitive judgement bias in mice: a new translational tool for affective state disorder drug screening.
Laura López‐Cruz, Benjamin U. Phillips, … Timothy J. Bussey·PsychopharmacologyPeer-reviewed·Nov 11, 2025
- Attenuation of value-to-evidence translation drives biased decision making in anxiety and depression
Mrugsen Nagsen Gopnarayan, Sheng Feng, … Arjun Ramakrishnan·bioRxiv·Jun 11, 2026
- Animal models in psychedelic research - Tripping over translation
Muad Y Abd El Hay, Ana Cukić, … Martha Nari Havenith·bioRxiv·Jun 23, 2026
- DREADD-mediated amygdala activation is sufficient to induce anxiety-like responses in young nonhuman primates
Sascha A. L. Mueller, Jonathan A. Oler, … Ned H. Kalin·Current Research in NeurobiologyPeer-reviewed·Jan 1, 2023
- Approach-avoidance reinforcement learning as a computational and translational model of anxiety-related avoidance
Yumeya Yamamori, Oliver Joe Robinson, Jonathan Paul Roiser·eLifePeer-reviewed·Jun 9, 2023