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Abstract
BACKGROUND. Long-COVID, or post-acute sequelae of COVID-19 (PASC), leads to debilitating physical and cognitive deficits. No PASC molecular signature present in patients with diverse symptoms has been described. While PASC engages pathways regulating pro-fibrotic programs, no comparison of PASC with fibrosis-associated epigenetic landscapes has been reported at the bulk or single-cell level. We hypothesize that a subset of DNA methylation changes are present in PASC patients from multiple cohorts, predominate in specific immune or inflammatory cell-types, and overlap with the epigenetic profile of patients at risk of pulmonary fibrosis. METHODS. Two distinct prospective cohorts, in 2021 and in 2022-24, involving 203 patients with PASC underwent bulk whole genome methylation sequencing (WGMS). Single-cell WGMS data was generated from an independent PASC cohort. Sixty-eight pre-pandemic patients with conditions elevating risk of pulmonary fibrosis development were compared with PASC. RESULTS. Sixteen differentially methylated regions distinguished PASC versus multiple independent, healthy controls. Single-cell analysis of these regions indicated trending relative hypermethylation at multiple cell types, with T4 lymphocytes eliciting hypermethylation at most of the sequences identified to be PASC-specific DMRs in the bulk analysis. Patients at risk of pulmonary fibrosis development elicited DNA methylation changes overlapping PASC. CONCLUSION. In two independent prospective cohorts, blood WGMS identifies differentially methylated regions associated with PASC. Hypermethylation of these regions is predominantly, although not exclusively, associated with T4 lymphocytes and overlap with changes present in pre-pandemic pulmonary fibrosis at-risk patients. FUNDING. National Institutes of Health award HL160661 (AJ); and AI173035 (AJ and RSA).
Authors
Andy Madrid, Joseph Balnis, Lisa A. Drake, Anupama Tiwari, Vraj J. Patel, Paul J. Feustel, Jihua Liu, Sündüz Keleş, Fangxiu Xu, Chris L. Wright, Alvaro G. Hernandez, Recai Yucel, Marc A. Judson, Harold A. Singer, Reid S. Alisch, Ariel Jaitovich
Abstract
BACKGROUND. Hepatocellular carcinoma (HCC) exhibits molecular heterogeneity that challenges histopathologic classification and biomarker discovery. We assessed whether spatially resolved N-glycan imaging with machine learning could classify tumor regions and infer glutamine synthetase (GS) status. METHODS. In this retrospective study, MALDI mass spectrometry imaging of N-glycans was performed on formalin-fixed, paraffin-embedded sections from two independent cohorts (discovery, n = 88; validation, n = 60) with pathologist annotation. An XGBoost classifier was trained on 90 discriminative N-glycan features using patient-grouped cross-validation. Performance was assessed by AUC for pixel- and biopsy-level discrimination of tumor from adjacent non-tumor tissue, and for GS status classification. RESULTS. Pixel-level AUCs were 0.95 (cross-validation) and 0.89 (external validation); biopsy-level AUCs were 1.0 and 0.97, correctly identifying 97% of tumor-containing biopsies. Probability maps recapitulated pathologist-defined boundaries; UMAP embeddings captured inter- and intratumoral heterogeneity. Discriminative species (m/z 2393.846, 1905.634, 1743.579, 1809.639) reflected complex, fucosylated, branched remodeling. N-glycans bearing six GlcNAc residues were enriched in GS+ (n = 45) versus GS− (n = 17) tumors (P = 0.001) and discriminated GS status (AUC = 0.75), consistent with GLUL and MGAT5 upregulation in TCGA-LIHC. CONCLUSION. MALDI N-glycan imaging with machine learning enables spatially resolved, objective classification of HCC and links glycan phenotypes to tumor-associated metabolic programs. TRIAL REGISTRATION. Not applicable; retrospective analysis of archival, de-identified tissue. FUNDING. NIH/NCI R01CA285370, 1R01CA289381, R33CA267226, R01CA282022, R21CA263464, R21CA286287, R01CA253460, S10OD030212, R01CA251155, R01CA250227, U01CA271887, P50CA295495, P30CA138313, P20GM130457, P30DK123704, P30DK120531,R24DK139775; NIH/NIA R01AG078702; Smart State Endowment, State of South Carolina; LeDucq Foundation.
Authors
Muhammed F. Bayram, Jade K. Macdonald, Andrew DelaCourt, Peggi M. Angel, Richard R. Drake, Aatur Singhi, David Geller, Satdarshan P. Monga, Amit Singal, Anand Mehta
Abstract
BACKGROUND. Neurological Long COVID (n-LC) includes persistent cognitive and autonomic symptoms after SARS-CoV-2 infection. Prior studies of post-COVID conditions have described diverse humoral autoreactivity. It remains unclear whether n-LC is associated with a consistent CNS-directed humoral signature. METHODS. We performed a cross-cohort case-control analysis to detect autoantibodies in cerebrospinal fluid (CSF) and serum from n-LC participants. In the Yale COVID Mind Study cohort, CSF from n-LC participants and pre-pandemic and recovered controls was assessed using mouse brain immunofluorescence and proteome-wide phage immunoprecipitation sequencing (PhIP-Seq), followed by supervised modeling and orthogonal validation assays. In the Epidemiology, Immunology, and Clinical Characteristics of Emerging Infectious Diseases with Pandemic Potential (IDCRP EPICC) cohort, post-COVID sera collected prior to iPhone- or iPad-based cognitive screening were profiled by PhIP-Seq and compared between participants with and without cognitive impairment. RESULTS. CSF immunoreactivity on mouse brain tissue was observed in both n-LC and controls, with similar overall frequencies. PhIP-Seq identified sparse, patient-specific peptide reactivities to nuclear and neuronal proteins in CSF and serum. Supervised models provided limited discrimination between cases and controls. Candidate autoantigens had limited disease specificity on orthogonal testing. EPICC serum autoantibody profiling similarly failed to distinguish individuals with and without cognitive impairment. CONCLUSIONS. Across cohorts and compartments, n-LC was not associated with a shared CNS-directed autoantibody signature using the approaches employed. Observed heterogeneity may reflect biological diversity, although limited statistical power to detect a shared response cannot be excluded. FUNDING. Grants HU00012020067, HU00012120103, HU00011920111, R01NS125693, R01MH125737, and R01AI157488 from the Defense Health Program and NIH.
Authors
Debanjana Chakravarty, Ravi Dandekar, Vishal D. Lashkari, Iris Tilton, Lindsay McAlpine, Jennifer Chiarella, Allison Nelson, Thomas Ngo, PeiXi Chen, Chung-Yu Wang, Aditi Saxena, Bryan Castillo-Rojas, Kelsey Zorn, David R. Tribble, Timothy H. Burgess, Leah H. Rubin, Stephanie A. Richard, Brian K. Agan, Simon D. Pollett, Shelli Farhadian, Serena Spudich, Samuel J. Pleasure, Michael R. Wilson
Abstract
Recent ACC/AHA guidelines recommend ≥5% weight loss over six months to reduce cardiovascular risk in obesity. However, some populations paradoxically exhibit increased cardiovascular disease (CVD) following weight loss. We investigated whether mild food restriction (MfR) accelerates atherogenesis through pro-atherogenic lipid remodelling. ApoE-deficient mice were fed Chow or a high-cholesterol/high-fat(HCHF) diet for six months, with MfR producing 5% lower body-weight gain. Atherosclerotic burden was quantified histologically, and hepatic lipidomes were analysed by ESI–MS/MS and compared with plasma lipidomic profiles from CVD patients. MfR improved insulin sensitivity by lowering blood glucose and triglycerides but increased circulating cholesterol and accelerated atherosclerosis. HCHF-fed mice developed larger, more numerous plaques with increased necrotic core formation, thinner fibrous caps, higher intima-to-media ratios, and inflammatory cell infiltration. Similar pro-atherogenic changes occurred in Chow-fed mice subjected to MfR. Mechanistically, MfR increased hepatic free cholesterol and enriched pro-atherogenic phosphatidylcholine, phosphatidylethanolamine, lysophosphatidylcholine, sphingomyelin, ceramide, and cholesterol ester species, yielding a CERT1 score of 8.1 indicative of cardiovascular risk. These lipid alterations mirrored plasma lipidomic signatures from CVD patients with diabetes. Collectively, our findings demonstrate that mild caloric restriction is not universally atheroprotective and can accelerate atherosclerosis in hypercholesterolaemic states by disrupting cholesterol homeostasis and promoting pro-atherogenic lipid remodelling.
Authors
Yun Zhu, Yanzhe Xu, Gerhard Liebisch, Juergen Borlak
Abstract
Tuberculosis (TB) caused by Mycobacterium tuberculosis (Mtb) is the leading infectious cause of death globally. Despite wide use of antiretroviral therapy (ART) by people living with HIV, the risk of TB remains increased. To understand immune interactions within lung granulomas, we compared spatial transcriptomics of Mtb and simian immunodeficiency virus (SIV) in co-infected macaques with or without ART as a model for HIV/Mtb co-infection. Spatially differentiated transcriptional profiles were observed in Mtb-only granulomas, with myeloid cells enriched in metabolic/antimicrobial pathways within the inner ring and T cell co-stimulatory/activation pathways enriched in the outer ring. These spatially distinct patterns were lost in SIV/Mtb granulomas with higher enrichment in type I IFN pathways compared to Mtb-only granulomas. SIV/ART/Mtb granulomas had an intermediate transcriptional pattern without restoration to Mtb-only granulomas, despite a lack of viral replication. Cell-cell communication was reduced among SIV/Mtb co-infected groups. These data suggest that HIV disrupts spatially organized immune functions of granulomas, which are not fully restored by ART.
Authors
Jessica M. Medrano, Persis Sunny, Collin R. Diedrich, Pauline Maiello, Christopher Kline, Tara Rutledge, Edwin Klein, Joshua T. Mattila, Jishnu Das, Zandrea Ambrose, Philana Ling Lin
Abstract
BACKGROUND. This prospective, single-arm, multicenter phase 1/2 trial evaluated vorinostat added to standard graft-versus-host disease (GVHD) prophylaxis in pediatric, adolescent, and young adult (AYA) patients undergoing allogeneic hematopoietic cell transplantation (HCT) from HLA-matched related, HLA-matched unrelated, and haploidentical donors. METHODS. Patients aged 3–39 years received twice-daily vorinostat with tacrolimus/methotrexate after HLA-matched HCT from day −10 to +30, or with post-transplant cyclophosphamide/tacrolimus/mycophenolate mofetil after haploidentical HCT from day +5 to +30. The primary endpoint was cumulative incidence of grade II–IV acute GVHD by day +100. All outcomes were based on intention-to-treat analysis. RESULTS. Forty-three patients were enrolled; median age was 19 years, with 74% receiving HLA-matched and 26% haploidentical HCT. The recommended phase 2 dose was 60 mg/m² twice daily. No dose-limiting toxicities, unexpected vorinostat-related serious adverse events, or primary graft failures occurred. Median neutrophil and platelet recovery occurred at 14 and 18 days, respectively. Day +100 grade II–IV and III–IV acute GVHD were 14% (95% CI, 5.6, 26) and 4.7% (95% CI, 0.83, 14), respectively. One-year overall survival was 88.4% (95% CI, 79.3, 98.5), relapse 14% (95% CI: 5.6, 26), nonrelapse mortality 4.7% (95% CI: 0.8, 14), and GVHD-free/relapse-free survival 55.8% (95% CI: 42.8, 72.8). Correlative studies demonstrated on-target HDAC activity, with increased histone acetylation and lower proinflammatory cytokines. CONCLUSION. These findings support randomized evaluation of vorinostat-based GVHD prophylaxis in pediatric and AYA HCT. TRIAL REGISTRY. ClinicalTrials.gov, NCT03842696.
Authors
Nicolas Parnell, Xiao Cao, Jan H. Beumer, Thomas M. Braun, Yilei Cui, Gary J. Fisher, Guoqing Hou, Julianne Holleran, Tracey Churay, Michelle Rozwadowski, Luna Heider, Mark T. Vander Lugt, Carrie L. Kitko, April L. Rahrig, Ed Peres, Kirsten M. Williams, Julie-An Talano, Vanessa A. Fabrizio, Ghada Abusin, Gregory A. Yanik, John Magenau, Mary Riwes, Marcus J. Geer, Sarah Anand, Monalisa Ghosh, Attaphol Pawarode, Kristen Votruba, Pavan Reddy, Sung Won Choi
Abstract
Patients who survive sepsis are predisposed to new hospitalizations for respiratory failure, but the underlying mechanisms are unknown. Using a murine model in which prior sepsis predisposes to enhanced lung injury, we previously discovered that classical monocytes persist in the lungs after long-term recovery from sepsis and exhibit enhanced cytokine expression after secondary challenge with intra-nasal lipopolysaccharide. Here, we hypothesized that immune reprogramming of post-sepsis monocytes and altered ontogeny predispose to enhanced lung injury. Monocyte depletion and/or adoptive transfer was performed three weeks and three months after sepsis. Monocytes from post-sepsis mice were necessary and sufficient for enhanced LPS-induced lung injury and promoted neutrophil degranulation. Prior sepsis enhanced JAK-STAT signaling and AP-1 accessibility in monocytes and shifted monocytes toward the neutrophil-like monocyte lineage. Neutrophil-like monocytes demonstrated a pro-inflammatory phenotype with enhanced IL-1β expression and reduced phagocytic capacity. In human sepsis and/or pneumonia survivors, monocytes were predictive of 90-day mortality and exhibit transcriptional and proteomic neutrophil-like signatures. We conclude that sepsis reprograms monocytes into a pro-inflammatory phenotype and skews bone marrow progenitors and monocytes toward the neutrophil-like lineage, predisposing them to induce neutrophil degranulation and lung injury.
Authors
Scott J. Denstaedt, Breanna McBean, Alan P. Boyle, Brett C. Arenberg, Matthias Mack, Bethany B. Moore, Michael W. Newstead, Yamei Deng, Alexey I. Nesvizhskii, Benjamin H. Singer, Jennifer Cano, Hallie C. Prescott, Helen S. Goodridge, Rachel L. Zemans
Abstract
ADAMTS9 mutations cause the ciliopathies nephronophthisis and Joubert syndrome. Here we demonstrated that deletion of ADAMTS9 in the proximal nephron led to polycystic kidney development in mice. In males, Adamts9 deletion caused kidneys to become highly cystic while remaining small without undergoing enlargement. In contrast, female mice developed cystic kidneys at a slower rate. ADAMTS9 deletion disrupted ciliogenesis through the loss of cleavage of the ciliary transition zone (TZ) protein TMEM67, which led to loss of the MKS/B9 module – a key component of the ciliary gate. Functional analysis of all eight ciliopathy patient variants of ADAMTS9 identified to date showed TMEM67 C-terminus failed to localize to the TZ, thus disrupting a key regulatory mechanism in patient renal ciliogenesis. Modeling ADAMTS9-mediated TMEM67 cleavage utilizing TMEM67-cleavage deficient mice revealed loss of TZ formation, but not elevated canonical Wnt signaling as the underlying mechanism driving cystogenesis. Adamts9 deletion led to comparatively intense interstitial collagen deposition, which likely restricted kidney enlargement and resulted in the characteristically small kidney phenotype seen in nephronophthisis. By comparative analysis of four interconnected polycystic kidney models, in addition to Pkd1 and Pkd2 deleted kidneys, we identified differential collagen homeostasis as a principle factor determining cystic kidney size and type.
Authors
Sydney Fischer, Karyn L. Robert, Manu Ahmed, Griffin I. Kane, Matthew A. Kavanaugh, Wei Wang, Pamela V. Tran, Prabhani U. Atukorale, Sumeda Nandadasa
Abstract
Early antiretroviral therapy (ART) limits viral reservoir establishment in infants but also constrains viral-specific immunity required to clear reactivated cells. In the early ART context, we evaluated whether combining adeno-associated virus serotype 9 (AAV9)–vectored eCD4-IgG1 with pharmacologic latency reversal using the second mitochondria-derived activator of caspases (SMAC) mimetic AZD5582 could promote reservoir reduction and control in simian immunodeficiency virus (SIV)–infected infant macaques. AAV9 delivery achieved sustained eCD4-IgG1 expression and AZD5582 induced on-ART viremia, but the combination did not reduce intact SIV proviral DNA relative to controls. Partial post-intervention control of viremia during Analytical Treatment Interruption (ATI) occurred in 2/6 infants receiving AAV9-eCD4-IgG1 + AZD5582 with restricted reservoir expansion during recrudescence at week 13. Intact reservoir size during ATI correlated inversely with on-ART viremia during AZD5582 treatment. Controllers did not show increased eCD4-IgG1 expression nor increased on-ART viremia during AZD5582 treatment, but harbored less pre-ART intact SIV DNA in PBMCs than non-controllers. Controllers also exhibited higher frequencies and greater polyfunctionality of virus-specific CD8+ T-cells prior to ATI. These findings implicate immune control of reservoir size and post-ART viral dynamics in early-treated infants and suggest that AAV9-eCD4-IgG1 + AZD5582 increases the likelihood of post-ART viral control.
Authors
Jairo A. Fonseca, Alexis C. King, Kaleaha S. Davis, Daniel O'Hagan, Adrian Khoei, Lucas Alves Britto Da Costa, Camryn Cockerham, Mackenzie Cottrell, Stephanie Ehnert, Jennifer S. Wood, Michael D. Alpert, Matthew R. Gardner, Jeffrey D. Lifson, Maud Mavigner, Mauricio A. Martins, Ann Chahroudi
Abstract
Congenital and early-life Zika virus (ZIKV) infection can result in neurologic deficits. Precise mechanisms of injury, especially in the more subtle presentation of postnatal infection, are not fully elucidated. Here, we defined the effects of ZIKV on the developing brain using single cell transcriptomics, histopathology and design-based stereology, diffusion MRI, and neurobehavioral assessments in infant rhesus macaques. ZIKV upregulated interferon-stimulated genes in activated microglia and cell death pathways in neurons and downregulated metabolism and differentiation genes in mature oligodendrocytes. Abnormal micro-organization of the corpus collosum and limbic white matter tracts was seen on diffusion weighted imaging. A curated gene set associated with autism spectrum disorder risk was negatively enriched in inhibitory and excitatory neurons from ZIKV-infected infants, with increased emotional reactivity already evident two weeks following infection. From single cells to organism-level behaviors, these results define the pathways and processes disrupted by early-life ZIKV infection.
Authors
Venkata-Viswanadh Edara, Sienna Freeman, Maureen Sampson, Kathryn M. Moore, Rebecca Richardson, Nils Schoof, Divine Burgess, Michelle J. Lee, Gregory K. Tharp, Roza Vlasova, Shane Taylor, Ariana Hodjatzadeh, Yihana P. Melendez-Alejandro, Samia M. Abdallah, Esther W. Ndungu, Ava K. Mascarenhas, Chao-Hsiung Hsu, Tsang-Wei Tu, Martin Styner, Mehul S. Suthar, Mar M. Sanchez, Steven E. Bosinger, Mark W. Burke, Steven A. Sloan, Jessica Raper, Ann Chahroudi
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