Citations

Assessing balance is crucial in neurological rehabilitation, yet while wearable sensors enable real-world monitoring, identifying reliable digital biomarkers remains challenging. This study utilized a high-fidelity instrumented walkway to determine which gait parameters best predict balance impairment, providing robust targets for future wearable applications. We analyzed 49 steady-state gait metrics from 140 individuals with diverse neurological conditions. Using statistical analysis and machine learning, we evaluated these parameters against objective force plate sway scores and clinical fall-history labels. Group analysis identified 16 parameters significantly distinguishing fallers from non-fallers, and a neural network classified fallers with an area under the curve of 0.75. Across all analytical approaches, overall gait variability, e.g., Stride Width S.D. and the Gait Variability Index, emerged as a universal predictor of balance impairment and fall risk. Furthermore, while traditional linear models emphasized spatial postural control, machine learning classification uniquely identified inter-limb asymmetry as a premier driver of fall prediction. These findings indicate that instrumented gait analysis effectively identifies digital biomarkers for balance deficits. Isolating these specific metrics provides a clear blueprint for meaningful metrics required for continuous objective monitoring and future development of personalized, adaptive rehabilitation strategies.

Neurons upregulate major histocompatibility complex class I (MHC I) during demyelination, enabling the presentation of self-antigens to cytotoxic CD8 + T cells. While this phenomenon is well described in multiple sclerosis lesions, its functional significance for disease progression remains poorly understood. Here, we test the hypothesis that neuronal MHC I expression promotes CD8 + T cell-mediated neurodegeneration in demyelinating disease. Using genetic and viral approaches to selectively ablate β ₂-microglobulin (β₂M) in neurons, we demonstrate that the loss of neuronal MHC I limits antigen presentation, attenuates the activation of neuron-antigen–specific CD8 + T cells, and reduces the recruitment of these cells to the demyelinated central nervous system (CNS). In myelin oligodendrocyte glycoprotein (MOG₃₅–₅₅)-induced experimental autoimmune encephalomyelitis, CD8 + T cell ablation during active disease limited neuronal injury and improved clinical recovery. Similarly, neuronal β ₂M ablation decreased clinical disease burden without affecting CNS T cell infiltration. Likewise, in the context of cuprizone intoxication, neuronal β ₂M deletion reduced peripheral activation and CNS recruitment of CD8 + T cells recognizing a neuron-restricted neoantigen. It protected neoantigen-expressing neurons from cognate CD8 + T cell-mediated cytotoxicity. Collectively, these findings identify neuronal MHC I–dependent antigen presentation as a driver of both the immune surveillance of neuronal antigens and neuronal injury during demyelination.

ABSTRACT Interferon-γ (IFNγ) signaling is prominent in inflammatory CNS microenvironments across many neurological disorders, but the neuronal peptides presented on HLA class I under these conditions and their functional consequences for CD8 + T cells remain incompletely defined. Here we combine human iPSC-derived human neural aggregates (HNAs), HLA class I immunoprecipitation coupled to LC-MS/MS immunopeptidomics, and microfluidic co-culture assays to map IFNγ-induced neuronal antigen presentation and test antigen-specific cytotoxicity. IFNγ stimulation induced robust HLA class I expression in HNAs and enabled recovery of a canonical 8-12-mer class I ligandome enriched for 9-mers. Neuron-restricted expression of a synapsin-driven polyepitope cassette yielded presentation of defined neoantigen 9-mer peptides on donor HLA class I molecules and, in the presence of IFNγ, elicited activation of autologous antigen-specific CD8 + T cells and consequent antigen-dependent neurite injury. Across four donors, comparative immunopeptidomics identified large IFNγ-unique neural peptide repertoires distinct from matched fibroblasts and revealed a consistent enrichment of predicted high-affinity binders on HLA-B allotypes. Finally, β2-microglobulin deletion ablated peptide recovery, and neuron-restricted β2-microglobulin reconstitution enabled identification of neuron-derived peptides, including peptides derived from neurofilament light (NEFL) that were shared across donors and presented on multiple HLA allotypes. Together, these data provide an integrated platform for neuronal autoantigen discovery and functional validation and support a model in which IFNγ-driven neuronal HLA class I presentation creates an HLA-B-weighted epitope landscape that can be recognized by autoreactive cytotoxic CD8 + T cells.

ABSTRACT Background High-titer glutamic acid decarboxylase 65 (GAD65) antibodies are found in patients with GAD65 antibody-associated neurological disorders, including stiff-person syndrome (SPS), GAD65 cerebellar ataxia (CA), and GAD65 epilepsy. Given the intracellular localization of the antigenic target, a direct pathogenic role for GAD65 autoantibodies is unlikely. Instead, the autoantibody may be a biomarker for the existence of pathogenic anti-GAD65 autoreactive CD8 + T cells. Methods PBMC-derived dendritic cells (DCs) from 20 GAD65 antibody-positive patients with neurological manifestations (SPS, n=10; CA, n=7; epilepsy, n=3) and 15 healthy controls were pulsed with full-length GAD65 protein, full-length GAD67 protein, overlapping 15-mer peptide pools spanning GAD65 and GAD67, individual GAD65 15-mer peptides, or GAD65 9-mer peptides selected from predicted class I binding hotspots. T cell activation was quantified by flow cytometry-based activation-induced marker (AIM) assays using CD69 upregulation. Class I and class II HLA haplotypes were determined by high resolution typing. NetMHCpan v4.2c was used to generate residue-level peptide:HLA binding density maps across GAD65, and candidate 9-mers were validated for HLA binding by peptide:MHC monomer affinity testing. GAD65-peptide-HLA-restricted CD8 + T cells were identified by co-staining with two separately assembled tetramers carrying the same peptide:HLA complex on different fluorophores (APC and BV421), with double-positive events scored as antigen-specific. HLA-restricted cytotoxicity was measured by coculture of patient CD8 + T cells with GAD65-expressing HEK-293T cells reconstituted with defined HLA class I alleles using AAV-delivered Cre-dependent HLA-2A-eGFP cassettes. Results CD8 + T cells from GAD65 antibody-positive patients showed increased activation in response to DCs pulsed with full-length GAD65 relative to healthy controls (P=0.0157, Welch’s t-test), whereas responses to GAD67 did not differ significantly between groups. CD4 + T cells responded to both GAD65 (P=0.0004) and GAD67 (P=0.0051). Peptide pool screening of GAD65 identified discrete CD8 + and CD4 + immunogenic regions, with refinement using individual 15-mers localizing CD8 + activity to multiple subdomains within GAD65 (205-300) , GAD65 (316-435) , and GAD65 (447-520) . HLA class I haplotyping in 16 non-Hispanic White GAD65 + patients revealed enrichment of HLA-B*08:01 (3.0-fold) and HLA-B*40:01 (4.1-fold) relative to USA NMDP European Caucasian reference frequencies (both BH q < 0.05), with suggestive enrichment of HLA-C*03:04 (2.9-fold; q = 0.09). Additionally, 44% of patients carried the HLA-A*01:01, HLA-B*08:01, and HLA-C*07:01 8.1 ancestral haplotype, approximately four-fold higher than the expected population frequency. Dual-fluorophore tetramer staining identified CD8 + T cells in GAD65 + subjects that bound a subset of HLA-A*11:01- and HLA-B*08:01-restricted GAD65 9-mers, with the clearest disease-skewed signals localized to GAD65 (213-221) , GAD65 (257-265) , and GAD65 (529-537) . In an HLA-reconstituted target-cell killing assay, CD8 + T cells from an HLA-B*08:01-positive GAD65 + patient mediated antigen- and HLA-restricted depletion of GAD65-expressing HEK-293T cells, with HLA-restricted target loss also observed in single-donor experiments across additional HLA-A, -B, and -C contexts. Conclusions Patients with GAD65 antibody-associated neurological disorders harbor circulating CD8 + T cells that recognize discrete HLA class I-restricted GAD65 peptides and that are capable of cytotoxicity against GAD65-expressing HLA-matched target cells. We characterize the immunogenetic and cellular features of class I-restricted CD8 + T cell responses in GAD65 autoimmunity, including overrepresentation of the 8.1 ancestral haplotype, complementing the historical focus on antibodies and CD4 + T cell help, and we provide a panel of validated GAD65 peptide:HLA tetramers for prospective isolation, clonotypic analysis, and longitudinal monitoring of candidate pathogenic CD8 + T cell populations across the GAD65 antibody-associated neurological disease spectrum.

Study objective: To characterize physiologic autonomic dysfunction in humans after chronic spinal cord injury (SCI) relative to uninjured controls and to identify autonomic correlates to neuroimmune deficits. Hypothesis: Individuals with greater autonomic dysfunction after SCI will have more pronounced immune dysfunction, which will be further influenced by sympathetically mediated increases in catecholamine levels. Methodology: Both uninjured controls and individuals with SCI completed a battery of autonomic physiology tests aimed at characterizing preservation of supralesional/sublesional sympathetic activation and global sympathetic inhibition. The autonomic testing battery included 3-minute hand and foot cold pressor tests, 3 Valsalva maneuvers with goal expiratory pressure of 30 mmHg, a novel bladder pressor test (5 minutes of sustained bladder pressure at 35 cmH20 with room temperature sterile water infusion), paced breathing at 0.25 Hz for heart rate/blood pressure variability, and successive doses of bolus intravenous phenylephrine (Oxford technique). A subset of individuals in both cohorts had baseline and cold pressor stressed levels of catecholamines/cortisol drawn and immunologic assessments. Peripheral blood mononuclear cells were extracted from this baseline sample and assessed with flow cytometry for cellular exhaustion markers (CD69, PD-1, TIGIT, TIM-3). Antigen recall response, with/without primed exposure of catecholamines was also completed to identify how sympathetic activation variably impacted functional immune performance with exposure to viral peptides. Data: n=35 uninjured controls; n=29 individuals with SCI Summary of Results: When compared to uninjured controls, individuals with SCI demonstrated significant autonomic dysfunction in all three domains, with decreased supralesional sympathetic activation (Valsalva pressure recovery time, p< 0.0001), abnormal sublesional sympathetic activation (increased bradycardia, p< 0.0001), and impaired sympathetic inhibition (larger dose/body-weight adjusted increase in mean arterial pressure, p=0.0006). As expected, autonomic dysfunction in those with SCI existed on a continuum, with some having largely normal autonomic regulation and others exhibiting profound deficits. Principal component analysis confirmed these three domains as the primary drivers of variability. Cellular exhaustion markers were increased in those with SCI, with positive correlation (R2=0.42) between degree of global autonomic dysfunction (Z-score over 2.0) and CD3+ CD8+ T-cell TIM-3 immunologic exhaustion markers. Antigen recall response was impaired in those with SCI and autonomic dysfunction on physiologic testing, with pronounced decrement in response when catecholamines were added (mean 57% of response lost in CD69 T-cells to Epstein-Barr virus antigen exposure, 53% lost to Flu antigen). Conclusions: In humans with SCI, early evidence supports that individuals have greater autonomic dysfunction and that this is correlated to increased immunologic deficits. Funding Sources: NIH K23HD102663, R01NS115126 This abstract was presented at the American Physiology Summit 2026 and is only available in HTML format. There is no downloadable file or PDF version. The Physiology editorial board was not involved in the peer review process.

Abstract Description The pathophysiology of autoimmune diseases involves human leukocyte antigen (HLA)-dependent interactions between effector T and antigen presenting cells. In multiple sclerosis (MS) major histocompatibility complex (MHC) class I-restricted CD8+ T cells predominate in active lesions and are necessary and sufficient to cause axonal injury and loss of function in demyelination models. Preliminary work showed that demyelination drives presentation of neuron-specific neoantigens on axonal MHC class I and that neuroantigen-specific CD8+ T cells infiltrate the central nervous system and injure such antigen-presenting axons, supporting a pathogenic role for autoreactive anti-neuronal CD8+ T cells in MS progression. The current study investigates T cell-mediated neurotoxicity in MS patients using a coculture assay designed to address critical gaps in understanding immune-neuronal interactions. Live cell imaging showed neurite injury in cocultures of patient-dervied CD8+ T cells and autologous iPSC-derived neurons, while HLA blockade partially prevented neuronal death. To expand the utility of this assay, “universal” HLA-ABC knockout neural stem cells were reconstituted with patient-specific HLA molecules, enabling scale up of the coculture system without the need to derive neurons from each patient. Future directions include live cell reporters for granzyme B and NFAT activity, interferon signaling, and calcium transients to detect T cell activation concomitant with neuronal injury. Funding Sources NIH R01N5115126 (to Charles L. Howe) Topic Categories Neuroimmunology (NEUR)

Abstract Description Background Glutamic acid decarboxylase 65 (GAD65) antibodies are found in patients with stiff-person syndrome (SPS), cerebellar ataxia (CA), epilepsy and type-I diabetes (T1D). Given the intracellular localization of the antigenic target, a direct pathogenic role for GAD65 antibody (GAD65Ab) is unlikely. Methods PBMC-derived dendritic cells (DCs) from GAD65Ab+ patients with SPS (n = 6), epilepsy (n = 4), CA (n = 5), or T1D (n = 4) were pulsed with full-length GAD65 proteins or with 15-mer peptides from GAD65. T cell activation, exhaustion, and cytotoxicity were measured via cytometric bead array, FluoroSpot, flow cytometry, and live cell imaging. Results CD8+ T cells from patients with GAD65Ab-associated neurological disorders (AD) were activated by exposure to DCs pulsed with full-length GAD65 (p &lt; 0.01 vs unstimulated, Mann-Whitney test; n = 16). We found 3 peptides of interest that caused a 10-30% increase in activated CD8+ T cells in GAD65AbAD patients, as assessed by surface CD69+ labeling. Using NetMHCpan4.2, we identified 8 different 9-mer peptides with high predicted affinity for HLA-C*03:03/04 and HLA-C*07:01/02. Two of these peptides showed high binding to HLA-C and subsequently demonstrated tetramer labeling of CD8+ T cells in GAD65AbAD patients. Conclusions We demonstrated that both full-length GAD65 protein and specific GAD peptides activated CD8+ T cells derived from patients with GAD65AbAD, indicating a potential pathogenic role for these effectors in these disorders. Funding Sources Support from Aditxt Immune Health Project (EU CT number: 2023-504798-19-00) and the Center for MS and Autoimmune Neurology in Mayo Clinic. Topic Categories Neuroimmunology (NEUR)

Abstract Description CD8+ T cell responses to neuronal antigens are believed to contribute to CNS autoimmune diseases and neurodegenerative disease pathophysiology. However, the specific endogenous human neuron antigens and their MHC restrictions remain unknown. We characterized the immunopeptidome of human iPSC-derived neurons and verified their ability to elicit cytopathic responses in autologous T cells. After maturation, &gt;100M neurons were treated with IFNg to induce MHC I expression. MHC class I molecules were immunoprecipitated, and associated peptides were analyzed using mass spectrometry. For comparison we also analyzed identically treated human adult dermal fibroblasts and neural ectoderm cells, and neurons differentiated from B2M KO NSCs. Immunopeptidomes were analyzed my Gibbs clustering, netMHC affinity and immunogenicity prediction for patient allotypes. We identified peptides uniquely presented by IFNg-treated neurons and analyzed these for brain enrichment. Among neural enriched proteins detected across multiple subjects, proteins for which CNS autoimmunity has been described were found to be enriched. We also identified putative immunodominant peptides from 29 potential MS patient autoantibody targets (including CRYAB) presented by MHC I on human neurons. Finally, human neurons transduced to express immunodominant peptides from CMV, EBV, and influenza (CEF) showed detectable MHC I peptide presentation and could be injured by autologous CEF-stimulated CD8+ T cells by live imaging. Funding Sources Don and Fran Herdrich NIH grant NS064571 (to CLH) Mayo Clinic Eugene and Marcia Applebaum fellowship award (to BDSC) The Center for Multiple Sclerosis and Autoimmune Neurology at Mayo Clinic (to CLH). Topic Categories Neuroimmunology (NEUR)

Abstract Description Neurons upregulate MHC Class I during infection and neuroinflammation associated with demyelinating diseases, allowing them to present both self and foreign antigens to CD8+ T cells. We hypothesized that ablation of neuronal MHC I expression reduces neural antigen-specific CD8+ T cell recruitment to demyelinated CNS and reduces neuron loss. We have previously shown that demyelination induces expression of MHC Class I on neurons and axons, allowing neuron-specific neoantigens to be presented to CD8+ T cells, leading to neuroinflammatory damage. Elevated MHC-I and β2-microglobulin expression in white and grey matter tissue from MS patients further supported the role of CD8+ T cells in neuronal injury. Here we demonstrate that neuron specific β2-microglobulin ablation in the B6 MOG35-55 EAE model of multiple sclerosis reduces disease progression and severity via clinical scoring. Our preliminary findings suggest that MHC-I ablation may reduce peripheral activation and CNS recruitment of neural antigen-specific CD8+ T cells as well as CD8+ T cell-mediated neurodegeneration in in the context of demyelinating disease. Future studies are aimed at generating a humanized mouse model reconstituted with patient immune cells to understand the role of MHC I expression in neurons, astrocytes, and oligodendrocytes. Specifically, using this model, we will characterize brain infiltrating T cells from patients with CNS autoimmune disease and suspected T cell involvement. Funding Sources Generous donation from Don and Fran Herdrich. Topic Categories Neuroimmunology (NEUR)