Dopamine regulates decision thresholds in human reinforcement learning in males.

Dopamine fundamentally contributes to reinforcement learning, but recent accounts also suggest a contribution to specific action selection mechanisms and the regulation of response vigour. Here, we examine dopaminergic mechanisms underlying human reinforcement learning and action selection via a combined pharmacological neuroimaging approach in male human volunteers (n = 31, within-subjects; Placebo, 150 mg of the dopamine precursor L-dopa, 2 mg of the D2 receptor antagonist Haloperidol). We found little credible evidence for previously reported beneficial effects of L-dopa vs. Haloperidol on learning from gains and altered neural prediction error signals, which may be partly due to differences experimental design and/or drug dosages. Reinforcement learning drift diffusion models account for learning-related changes in accuracy and response times, and reveal consistent decision threshold reductions under both drugs, in line with the idea that lower dosages of D2 receptor antagonists increase striatal DA release via an autoreceptor-mediated feedback mechanism. These results are in line with the idea that dopamine regulates decision thresholds during reinforcement learning, and may help to bridge action selection and response vigor accounts of dopamine.

Sex Differences and Exogenous Estrogen Influence Learning and Brain Responses to Prediction Errors.

Animal studies show marked sex differences as well as effects of estrogen (E2) in the mesocorticolimbic dopaminergic (DA) pathways, which play a critical role in reward processing and reinforcement learning and are also implicated in drug addiction. In this computational pharmacological fMRI study, we investigate the effects of both factors, sex and estrogen, on reinforcement learning and the dopaminergic system in humans; 67 male and 64 naturally cycling female volunteers, the latter in their low-hormone phase, were randomly assigned, double-blind, to take E2 or placebo. They completed a reinforcement learning task in the MRI scanner for which we have previously shown reward prediction error (RPE)-related activity to be dopaminergic. We found RPE-related brain activity to be enhanced in women compared with men and to a greater extent when E2 levels were elevated in both sexes. However, both factors, female sex and E2, slowed adaptation to RPEs (smaller learning rate). This discrepancy of larger RPE-related activity yet smaller learning rates can be explained by organizational sex differences and activational effects of circulating E2, which both affect DA release differently to DA receptor binding capacities.

TCR bias and HLA cross-restriction are strategies of human brain-infiltrating JC virus-specific CD4+ T cells during viral infection.

Virus-specific CD4(+) T cells play a central role in control of viral pathogens including JC polyoma virus (JCV) infection. JCV is a ubiquitous small DNA virus that leads to persistent infection of humans with no clinical consequences. However, under circumstances of immunocompromise, it is able to cause an opportunistic and often fatal infection of the brain called progressive multifocal leukoencephalopathy (PML). PML has emerged as a serious adverse event in multiple sclerosis patients treated with the anti-VLA-4 mAb natalizumab, which selectively inhibits cell migration across the blood-brain barrier and the gut's vascular endothelium thus compromising immune surveillance in the CNS and gut. In a multiple sclerosis patient who developed PML under natalizumab treatment and a vigorous immune response against JCV after Ab washout, we had the unique opportunity to characterize in detail JCV-specific CD4(+) T cell clones from the infected tissue during acute viral infection. The in-depth analysis of 14 brain-infiltrating, JCV-specific CD4(+) T cell clones demonstrated that these cells use an unexpectedly broad spectrum of different strategies to mount an efficient JCV-specific immune response including TCR bias, HLA cross-restriction that increases avidity and influences in vivo expansion, and a combination of Th1 and Th1-2 functional phenotypes. The level of combinatorial diversity in TCR- and HLA-peptide interactions used by brain-infiltrating, JCV-specific CD4(+) T cells has not, to our knowledge, been reported before in humans for other viral infections and confirms the exceptional plasticity that characterizes virus-specific immune responses.