ImportancePain empathy represents a fundamental building block of several social functions, which have been demonstrated to be impaired across various mental disorders by accumulating evidence from case-control functional magnetic resonance imaging (fMRI) studies. However, it remains unclear whether the dysregulations are mediated by a shared transdiagnostic neural substrate.ObjectiveUsing coordinate-based, network-level, and behavioral meta-analyses to quantitatively determine transdiagnostic markers of altered pain empathy across mental disorders.Data SourcesA literature search was conducted in PubMed, Web of Science, and Scopus encompassing the period until April 2023. Search terms included pain empathy, functional magnetic resonance imaging, and mental disorders.Study SelectionCase-control neuroimaging studies of pain empathy and peak coordinates and effect sizes reflecting unbiased (whole-brain) pain empathic neural differences between patients and controls in standard stereotactic space were included.Data Extraction and SynthesisThe present pre-registered meta-analysis adhered to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Article screening and data extraction were conducted by three independent reviewers, and data were pooled using the random-effects model.Main Outcome(s) and Measure(s)Robust neural activity differences between patients with mental disorders and healthy controls during pain empathic processing, meta-analytic network level, and behavioral decoding of the identified regions.ResultsPatients with mental disorders exhibited increased pain empathic reactivity in the left anterior cingulate gyrus, adjacent medial prefrontal cortex, and right middle temporal gyrus, yet decreased activity in the left cerebellum IV/V and left middle occipital gyrus compared to controls. The hyperactive regions showed strong network-level interactions with the core default mode network (DMN) and were associated with affective and social cognitive domains.Conclusions and RelevancePain-empathic alterations across mental disorders are underpinned by excessive empathic reactivity in brain systems involved in empathic distress and social processes. These findings point to a shared therapeutic target to normalize basal social dysfunctions in mental disorders.