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Plant-based dietary patterns are associated with slower epigenetic aging
Kim, Hyunju; Castellani, Christina A; Ma, Jiantao; Wood, Alexis C; Ting, Audrey; Grams, Morgan E; Yu, Bing; Ruggles, Kelly; Floyd, James S; Arking, Dan E; Rebholz, Casey M
Greater adherence to plant-based diets is associated with health benefits. Dietary intake can modify DNA methylation patterns, but it is unknown whether plant-based diets in a largely non-vegetarian population are associated with DNA methylation-based epigenetic aging measures. We examined the associations between 4 different types of plant-based diets indices (PDI) [overall PDI, provegetarian diet, healthy PDI, and unhealthy PDI] and epigenetic aging. We used data from the Atherosclerosis Risk in Communities (ARIC) Study (N=2,810) and National Health and Nutrition Examination Survey (NHANES, N=2,056). PDIs negatively scored higher intake of animal products and positively scored higher intake of all or selected plant foods (overall PDI and provegetarian diet), healthy plant foods (healthy PDI), and unhealthy plant foods (unhealthy PDI). Associations were examined with GrimAge version2, HannumAge, and PhenoAge in each study. Estimates were meta-analyzed using fixed effects model. Each standard deviation (SD) higher in the overall PDI, provegetarian diet, and healthy PDI was associated with decelerated GrimAge2 (range of β = -0.28 to -0.16, P for all tests <0.05). Higher overall PDI and provegetarian diet was associated with decelerated PhenoAge and HannumAge (overall PDI only). No significant association was observed for unhealthy PDI. Following diets rich in plant foods and low in animal products may slow biological aging.
PMID: 41915760
ISSN: 1945-4589
CID: 6021412
Unbiased Discovery of Genetic Determinants of Resilience to CAD: Insights From PROMISE and CATHGEN
Zhbannikov, Ilya; Ginsburg, Geoffrey S; Ferencik, Maros; Foldyna, Borek; Ruggles, Kelly V; Kraus, William E; Pagidipati, Neha; Lu, Michael T; Shah, Svati; Douglas, Pamela S; Voora, Deepak; Newman, Jonathan D
BACKGROUND:Genetic determinants of resilience remain poorly defined beyond family studies. OBJECTIVES/OBJECTIVE:The purpose of this study was to perform an unbiased study of individuals with discordance between clinical/genetic risk and atherosclerotic burden to discover novel genetic pathways underpinning atherosclerosis. METHODS:We used 2 genotyped cohorts with well-defined coronary anatomy: PROMISE (Prospective Multicenter Imaging Study for Evaluation of Chest Pain) (discovery cohort: coronary computed tomography angiography) and CATHGEN (CATHeterization GENetics) (validation cohort: invasive angiography). Resilience was defined as high clinical and polygenic risk of coronary artery disease (CAD), yet without coronary plaque. Resilient individuals were compared to patients with obstructive CAD (oCAD) (stenosis ≥70%) using genome-wide association analyses at variant, gene, and pathway levels. RESULTS:In PROMISE (n = 605), 46 (8%) were resilient and 88 (15%) had oCAD. In CATHGEN (n = 3,236), 127 (4%) were resilient and 1,852 (57%) had oCAD. Clinical risk factors and polygenic risk scores were similar between resilient and oCAD patients in both cohorts. Variant- and gene-level analyses did not yield genome-wide significant signals. Pathway-level analyses identified 4 resilience-associated pathways in PROMISE that replicated in CATHGEN: adipocytokine signaling, fatty acid metabolism, fatty acid degradation, and vascular smooth muscle contraction. CONCLUSIONS:Resilience to CAD-defined as the absence of coronary atherosclerosis despite high clinical and polygenic risk-is present in both lower- (PROMISE) and higher-risk (CATHGEN) cohorts and is linked to protective variants in metabolic and vascular pathways. This unbiased, proof-of-concept approach reveals biologically plausible targets for replication and mechanistic studies in larger imaging-based genetics cohorts.
PMID: 41855749
ISSN: 2772-963x
CID: 6017032
Epigenome-Wide Association Study of Blood Proteome in the Atherosclerosis Risk in Communities Study
Li, Yang; Surapaneni, Aditya; Rodriguez-Hernandez, Zulema; Schlosser, Pascal; Rhee, Eugene P; Boerwinkle, Eric; Yu, Bing; Grove, Megan L; Ruggles, Kelly V; Coresh, Josef; Grams, Morgan
Characterizing the relationship between DNA methylation and circulating proteins is critical to understanding the epigenetic regulation of the human plasma proteome. Here, we performed an epigenome-wide association study (EWAS) of 5,032 circulating proteins in 1,449 White and 315 Black participants from the Atherosclerosis Risk in Communities (ARIC) cohort. We identified 12,500 significant protein quantitative trait methylation (pQTM)-protein associations involving 1,647 proteins. Among 7,796 unique pQTMs, 14.7% were classified as cis-pQTMs, which were enriched for fundamental cellular processes, whereas trans-pQTMs were predominantly linked to immune-related functions. Trans-pQTMs also exhibited stronger associations with demographic, lifestyle, and clinical traits compared with cis-pQTMs. We identified proteins such as GM2A and EPHB6 whose expression appears to be strongly associated with DNA methylation, suggesting potential as targets for epigenetic-based therapeutic interventions. Together, these findings demonstrate the extensive impact of DNA methylation on the circulating proteome through cis- and trans-regulatory mechanisms and underscore the influence of population-level traits on epigenetic regulation. These findings highlight a broad impact of DNA methylation on circulating proteins through both cis- and trans-regulatory mechanisms and the roles of population-level phenotypes.
PMID: 41782372
ISSN: 2666-2477
CID: 6008952
Circulating proteomic landscape of lung function
Lee, Mikyeong; Austin, Thomas R; Lee, Yura; Edris, Ahmed; Axelsson, Gisli Thor; Thareja, Gaurav; Chen, Jing; Bartz, Traci M; Gudmundsdottir, Valborg; House, John S; Ruggles, Kelly V; Li, Liming; Belkadi, Aziz; ,; Chen, Zhengming; Jennings, Lori L; Suhre, Karsten; Motsinger-Reif, Alison A; Tobin, Martin D; Gudnason, Vilmundur; Walters, Robin G; Psaty, Bruce M; Gharib, Sina A; Yu, Bing; London, Stephanie J
BACKGROUND:Large-scale genetic and epigenetic studies have identified numerous genes linked to lung function. However, proteomics, which can offer more direct insights into pathophysiologic processes, remains underexplored. We aimed to identify circulating proteins related to lung function. METHODS:/FVC) in relation to abundance in circulation of 4693 proteins assessed using the SOMAScan™ platform. Study-level associations were determined using robust linear regression, adjusting for confounders including age, sex, height, weight, and smoking. Results were then meta-analysed using inverse-variance weighting. RESULTS:). The 473 enriched pathways identified include those involving inflammation and organismal injury. Protein-protein networks indicate potential orchestrators of lung function, including STAT3 and EGFR. Associations with 411 proteins were validated in the UK Biobank using the Olink 3K platform (560 overlapping proteins). 179 proteins identified were related to COPD in our data. While most associated proteins are likely biomarkers of impaired lung function, Mendelian randomisation provides preliminary evidence suggesting potential causality for 34 proteins. Our findings include known biomarkers of lung diseases including COPD. Notably, 89% of associated proteins have not been previously implicated in lung function. CONCLUSION/CONCLUSIONS:This comprehensive investigation identified novel protein-lung function associations that could improve understanding of lung disease pathogenesis, aid in the discovery of circulating biomarkers and accelerate development of new management strategies for respiratory conditions.
PMID: 41713944
ISSN: 1399-3003
CID: 6005182
Whole-blood transcriptomics differentiates circulating gene expression between coronary artery disease and peripheral artery disease [Letter]
Ni, Richard; Muller, Matthew; Ruggles, Kelly V; Barrett, Tessa J; Berger, Jeffrey S
PMID: 41661212
ISSN: 1477-0377
CID: 6001702
IFNγ-dependent metabolic reprogramming restrains an immature, pro-metastatic lymphatic state in melanoma
Karakousi, Triantafyllia; Cristaldi, Vanessa; Lopes de Oliveira, Maria Luiza; Delclaux, Ines; Besson, Naomi R; Geraldo, Luiz Henrique; González-Robles, Tania J; McDonnough, Devyon R; Martinez-Krams, Daniel; da Silva, Gabrielle; Breazeale, Alec P; Encarnacion-Rosado, Joel; Pozniak, Joanna; Qiu, Shi; Illa Bochaca, Irineu; Kaiza, Medard E; Kim, Hye Mi; Bruno, Tullia C; Reizis, Boris; Moshiri, Ata S; Kimmelman, Alec C; Ruggles, Kelly V; Osman, Iman; Marine, Jean-Christophe; Chandel, Navdeep S; Lund, Amanda W
Lymphatic vessels activate anti-tumor immune surveillance and support metastasis. Whether there are distinct lymphatic phenotypes that govern immunity and metastasis remains unclear. Here we reveal that cytotoxic immunity normalizes lymphatic function and uncouples immune and metastatic potential. We demonstrate that intratumoral lymphatic vessel density negatively correlates with cytotoxic immunity and that IFNγ reprograms the intratumoral lymphatic state. Lymphatic deletion of Ifngr1 expanded the intratumoral lymphatic network and drove the emergence of a tip-like state that promotes lymph node metastasis but not dendritic cell migration or response to immune checkpoint blockade (ICB). Mechanistically, IFNγ restrains proliferation and cell state programs through inhibition of mitochondrial respiration. Lymphatic-specific inhibition of mitochondrial complex III restrained the intratumoral tip-like state, blocked metastasis, and enhanced the response to ICB. Our data reveal that IFNγ induces a metabolic and phenotypic switch in tumor-associated lymphatic vessels that blocks regional metastasis and reinforces immune surveillance.
PMID: 41576931
ISSN: 1878-3686
CID: 5988852
Duo-nano exosome encapsulating hydrogel boosts wound healing across xenogenic and allogenic models
Subhan, Bibi S; Hanson, Sydney; Almanzar, Dianny; Cortes Troncoso, Juan F; Katyal, Priya; Sun, Jonathan W; Shih, Hao-Wei; Mestvirishvili, Tamara; Meleties, Michael; Arias, Fernando; Wang, Andrew; Ruggles, Kelly; Dolgalev, Igor; Mita, Paolo; Montclare, Jin Kim; Rabbani, Piul S
Chronic wounds, especially in diabetic patients, pose a significant clinical challenge due to impaired microvasculature and delayed healing. This study presents Exo-Q, a novel thermoresponsive hydrogel formed by co-gelation of engineered Q protein nanofibers with exosomes, a class of vesicular intercellular communication mediators. Exo-Q transitions from a gel to a viscoelastic solution at physiological temperature, enabling localized, topical delivery of exosomes with an initial burst release followed by sustained release. In a diabetic mouse wound model, Exo-Q effectively delivered human bone marrow multipotent stromal cell-derived exosomes directly to the wound bed, where they accumulated in endothelial cells of granulation tissue without detectable systemic distribution. Exosomes produced under stringent and replicable cell culture conditions consistently carried biomacromolecular cargo enriched for miRNAs with validated targets in angiogenesis-associated genes, indicative of their therapeutic potential. Topical application of Exo-Q resulted in extensive neovascularized granulation tissue, significantly accelerating wound closure to levels comparable to non-diabetic wounds. Importantly, the hydrogel's modular design maintained the functional integrity of Q protein nanofibers and exosomes, demonstrating compatibility with full-thickness human wounds. This platform allows for tailored customization to address critical stages of diabetic wound healing while ensuring efficacy at low dosages, potentially enabling patient-administered treatment. By leveraging advanced biomaterials, Exo-Q advances the therapeutic efficacy of exosome-based interventions for diabetic wounds, offering a localized, non-invasive solution to chronic, non-healing wounds. This innovative hydrogel platform represents a modular therapeutic strategy with significant potential for clinical applications in regenerative medicine.
PMID: 41529338
ISSN: 1878-5905
CID: 5986132
Duo-nano exosome encapsulating hydrogel boosts wound healing across xenogenic and allogenic models
Subhan, Bibi S; Hanson, Sydney E; Almanzar, Dianny; Cortes Troncoso, Juan F; Katyal, Priya; Sun, Jonathan W; Shih, Hao-Wei; Mestvirishvili, Tamara; Meleties, Michael; Arias, Fernando; Wang, Andrew; Ruggles, Kelly; Dolgalev, Igor; Mita, Paolo; Montclare, Jin Kim; Rabbani, Piul S
Chronic wounds, especially in diabetic patients, pose a significant clinical challenge due to impaired microvasculature and delayed healing. This study presents Exo-Q, a novel thermoresponsive hydrogel formed by co-gelation of engineered Q protein nanofibers with exosomes, a class of vesicular intercellular communication mediators. Exo-Q transitions from a gel to a viscoelastic solution at physiological temperature, enabling localized, topical delivery of exosomes with an initial burst release followed by sustained release. In a diabetic mouse wound model, Exo-Q effectively delivered human bone marrow multipotent stromal cell-derived exosomes directly to the wound bed, where they accumulated in endothelial cells of granulation tissue without detectable systemic distribution. Exosomes produced under stringent and replicable cell culture conditions consistently carried biomacromolecular cargo enriched for miRNAs with validated targets in angiogenesis-associated genes, indicative of their therapeutic potential. Topical application of Exo-Q resulted in extensive neovascularized granulation tissue, significantly accelerating wound closure to levels comparable to non-diabetic wounds. Importantly, the hydrogel's modular design maintained the functional integrity of Q protein nanofibers and exosomes, demonstrating compatibility with full-thickness human wounds. This platform allows for tailored customization to address critical stages of diabetic wound healing while ensuring efficacy at low dosages, potentially enabling patient-administered treatment. By leveraging advanced biomaterials, Exo-Q advances the therapeutic efficacy of exosome-based interventions for diabetic wounds, offering a localized, non-invasive solution to chronic, non-healing wounds. This innovative hydrogel platform represents a modular therapeutic strategy with significant potential for clinical applications in regenerative medicine.
PMID: 41518949
ISSN: 1878-5905
CID: 5981582
A platelet transcriptomic signature of thromboinflammation predicts cardiovascular risk
Beitzen-Heineke, Antonia; Muller, Matthew A; Xia, Yuhe; Luttrell-Williams, Elliot; Schlamp, Florencia; Voora, Deepak; Ruggles, Kelly V; Garshick, Michael S; Barrett, Tessa J; Berger, Jeffrey S
BACKGROUNDPlatelets are increasingly recognized as active participants in immune signaling and systemic inflammation. Upon activation, platelets form monocyte platelet aggregates (MPA) representing the crossroads of thrombosis and inflammation. We hypothesized that platelet transcriptomics could capture this thromboinflammatory axis and identify individuals at elevated cardiovascular risk.METHODS: MPA levels, defined as CD14+CD61+ cells, were measured using flow cytometry at 2 time points, 4 weeks apart, in healthy individualsPlatelets were isolated and sequenced. Individuals were categorized as MPAhi or MPAlo based on consistently high or low MPA levels across time points.RESULTSAmong 149 participants (median age 52 years, 57% female, 50% non-White), MPAhi individuals exhibited increased expression of platelet activation markers P-selectin (P < 0.001), PAC-1 (P = 0.021), and CD40L (P < 0.001) and enriched immune signaling pathways. Informed by MPA levels and derived from the platelet transcriptome, we developed a 42-gene thromboinflammation platelet signature (TIPS), which correlated with MPA levels in multiple cohorts and was reproducible over time. TIPS was elevated in patients with COVID-19 (P = 0.0002) and myocardial infarction (Padj = 0.008), and as in predicted future cardiovascular events in patients who underwent lower extremity revascularization after a median follow-up of 18 months (adjusted for age, sex, race, and ethnicity [adjHR] 1.55, P = 0.006). Notably, TIPS was modifiable by ticagrelor (P = 0.002) but not aspirin.CONCLUSIONThese findings establish MPA as a biomarker of thromboinflammation and introduce TIPS, a platelet RNA signature, that captures thromboinflammation and provides a promising tool for cardiovascular risk stratification and a potential therapeutic target.TRIAL REGISTRATIONNCT04369664FUNDINGNIH R35HL144993, NIH R01HL139909, and AHA 16SFRN2873002 to JSB, DFG Walter-Benjamin-Programme 537070747 to AB.
PMID: 41424389
ISSN: 2379-3708
CID: 5980192
Platelet Gene Expression in Systemic Lupus Erythematosus and Cardiovascular Health
Muller, Matthew A; Luttrell-Williams, Elliot; Bash, Hannah; Cornwell, Macintosh G; Belmont, H Michael; Izmirly, Peter; Rosmann, Haley; Garshick, Michael S; Barrett, Tessa J; Katz, Stuart; Ruggles, Kelly V; Buyon, Jill P; Berger, Jeffrey S
Systemic lupus erythematosus (SLE) is a complex autoimmune disease with an increased risk of vascular dysfunction and cardiovascular disease. We validate our previously developed Systemic Lupus Erythematosus Activity Platelet-Gene Expression Signature (SLAP-GES) score and investigate its relationship with platelet activity and vascular health. SLAP-GES was associated with the SLE Disease Activity Index (Padj < 0.001) and consistent over time (r = 0.76; P = 9 × 10-5). Moreover, SLAP-GES was associated increased platelet aggregation in response to submaximal epinephrine (P = 0.084), leukocyte platelet aggregates (P = 0.014), and neutrophil platelet aggregates (P = 0.043). SLAP-GES was also associated with impaired glycocalyx (P = 0.011) and brachial artery flow-mediated dilation (P = 0.045). Altogether, SLAP-GES is associated with SLE disease activity, platelet activity, and impaired vascular health.
PMID: 41240435
ISSN: 2452-302x
CID: 5967262