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Koutroumpakis, Efstratios

0000-0002-6757-6480

Mayo Clinic

The University of Texas MD Anderson Cancer Center

Citations 8

Colchicine Directly Targets Aldehyde Dehydrogenase 2 (ALDH2) to Suppress Radiation-Induced Senescence and Atherosclerosis
Abe, Jun‐ichi , Samanthapudi, Venkata Subrahman K, Chen, Weiqing , Tra, Ngoc Tuyet , Mejia, Gilbert F. , Hoang, Oanh, Rivera, Luis Antonio, Chu, Kun Yuan, Osawa, Masaki, Kim, J, Ko, Kyung Ae , Reddy, Anilkumar K. , Moreno, Silvia Fernanda López, Lenz, S., Mendoza, Keila Carolina Ostos , Sanchez, Edgardo, Herrmann, Joerg , Schadler, Keri , Manisty, Charlotte, Yusuf, Syed Wamique , Pathania, Rajneesh , Nead, Kevin T. , Hildebrandt, Michelle, Fuller, C David, Lin, Steve H., Le, Nhat‐Tu , Manisty, Charlotte , Hoang, O.N. , Kim, Jung Hyun , Hoang, Oanh , Abe, Jun-Ichi , Chen, Weiqing , Rivera, Luis Antonio , Kim, Jung Hyun , Lee, Jonghae , Li, Shengyu , Lenz, Stefania Assunto , Herrmann, Joerg , Schadler, Keri , Yvan-Charvet, Laurent , Ameri, Pietro , Yusuf, Syed Wamique , Burks, Jared K , Palaskas, Nicolas L , Fuller, Clifton D. , Koutroumpakis, Efstratios , Krishnan, Sunil , Wang, Guangyu , Kotla, Sivareddy

No container title available | May 30, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.64898/2026.05.25.726409 Get It

Abstract Background Ionizing radiation (IR) accelerates atherosclerosis through induction of cellular senescence, DNA damage, defective efferocytosis, and dysregulation of clonal hematopoiesis (CH) drivers. Although low-dose colchicine reduces ischemic cardiovascular events in coronary artery disease, the precise molecular mechanisms underlying its vasculoprotective effects remain incompletely defined, and whether it mitigates radiation-associated vascular injury is unknown. Methods Bone marrow–derived macrophages (BMDMs) were pretreated with low-dose colchicine and exposed to 2 Gy IR. Molecular effects were assessed by RNA-seq, immunoblotting, and molecular docking. In vivo effects were tested in a partial carotid ligation (PLCL) model using spatial proteomics. Human monocyte-derived macrophages (HMDMs) from thoracic malignancy patients were analyzed before and after radiation therapy (RT). Results Low-dose colchicine suppressed IR-induced macrophage senescence signaling while preserving NRF2 activity. In a cell-free assay, colchicine directly activated aldehyde dehydrogenase 2 (ALDH2) in a dose-dependent manner (EC 50 1–5 nM), identifying ALDH2 as a direct molecular target of colchicine. Following irradiation, colchicine restored ALDH2, reduced mitochondrial (mt)ROS - dependent p90 ribosomal S6 kinase ( p90RSK ) activation and lipid peroxidation, preserved TET2 and DNMT3A expression, and rescued impaired efferocytosis while preventing nicotinamide adenine dinucleotide (NAD⁺) and adenosine triphosphate (ATP) depletion. These protective effects were ALDH2-dependent, as they were lost with ALDH2 inhibition or depletion and were mimicked by pharmacologic ALDH2 activation. In vivo, colchicine attenuated radiation-induced atherosclerosis and macrophage senescence-associated stemness (SAS). Consistently, macrophages from patients after RT showed reduced ALDH2 with increased mtROS, lipid peroxidation, and senescence. Conclusion These findings identify ALDH2 as a previously unrecognized molecular target of colchicine that links mitochondrial redox control to suppression of radiation-induced macrophage senescence and atherosclerosis and may contribute to the efficacy of low-dose colchicine in cardiovascular disease.
LATS1/2-CD38 Metabolic Rewiring Links Senescence to Intraplaque Thrombosis
Kotla, Sivareddy , Ko, Kyung Ae , Chen, Weiqing , Samanthapudi, Venkata Subrahman K, Hoang, Oanh, Mejia, Gilbert F. , Li, Shengyu , Lee, Hani , Zhang, Angie, Cho, Min Soon , Schadler, Keri L., Rivera, Luis Antonio, Samperio, Kay Carlene Tavares, Kim, Jung Hyun , Mendoza, Keila Carolina Ostos , Mariscal-Reyes, Karla N., Deswal, Anita, Fujiwara, Keigi , Koutroumpakis, Efstratios, Gi, Young Jin , Pathania, Rajneesh , Morrell, Craig N. , Lorenzi, Philip L. , Tan, Lin, Mahmud, Iqbal, Chini, Eduardo N., Herrmann, Joerg , Vasquez, Hernan G., Shen, Ying H. , Martin, James F. , Xu, Haodong, Le, Nhat‐Tu , Zhang, Aijun , Hoang, O.N. , Kim, Jung Hyun , Lee, Jonghae , Chen, Weiqing , Samanthapudi, Venkata Subrahmanya Kumar , Hoang, Oanh , Mejia, Gilbert , Li, Shengyu , Lee, Hani , Zhang, Aijun , Cho, Min Soon , Schadler, Keri , Rivera, Luis Antonio , Kim, Jung Hyun , Ostos-Mendoza, Keila C , Deswal, Anita M , Cooke, John P , Fujiwara, Keigi , Palaskas, Nicolas L , Koutroumpakis, Efstratios , Gi, Young Jin , Morrell, Craig , Lorenzi, Philip L , Madhmud, Iqbal , Hanssen, Nordin M J , Afshar-Kharghan, Vahid , Hamilton, Dale J , Yvan-Charvet, Laurent , Chini, Eduardo Nunes , Herrmann, Joerg , Shen, Ying H , Martin, James F , Seeley, Erin , Burks, Jared K , Brookes, Paul S , Wang, Guangyu , Le, Nhat-Tu , Abe, Jun-Ichi , Kotla, Sivareddy , Lee, Jonghae , Imanishi, Masaki , Cooke, John P. , Tan, Lin, Hamilton, Dale J. , Chini, Eduardo N. , Wang, Guangyu

Circulation Research | May 27, 2026 | Volume: 139 | Issue: 2 | Pages: No page available

10.1161/circresaha.125.327427 Get It

BACKGROUND: Atherothrombosis, which underlies most acute coronary syndromes and is driven by intraplaque thrombosis, preferentially occurs in regions of disturbed blood flow (d-flow). Although LATS1/2 (large tumor suppressor kinases 1 and 2) are known regulators of endothelial mechanotransduction, the mechanisms by which d-flow connects endothelial senescence, proliferation, and intraplaque thrombosis remain poorly understood. METHODS: We investigated endothelial cell (EC)-specific roles of Lats1/2 using inducible EC-specific knockout mice in a partial carotid ligation model. Spatial multiomics of human and mouse plaques was performed using imaging mass cytometry, COMET sequential immunofluorescence, and spatial metabolomics. RESULTS: Tamoxifen-induced deletion of both Lats1 and Lats2 (homozygous) in ECs caused fatal edema and increased vascular permeability. In contrast, Lats1 het ( ± ) / Lats2 homo ( −/−) -EC-specific knockout mice survived and developed spontaneous atherothrombotic plaques with neovascularization. Spatial proteomics revealed that LATS1/2 loss induced a senescence-associated stemness phenotype driven by CD38 upregulation. Spatial metabolomics showed sulfite and taurine accumulation, indicating SUOX (sulfite oxidase) deficiency. CD38 suppressed SUOX, demonstrated a switch into the reverse mode of mitochondrial complex V, increased succinate dehydrogenase activity, and promoted ATP consumption. Despite ATP depletion, glutamate metabolism and the citric acid cycle flux increased, sustaining EC proliferation under energetic stress. This senescence-associated stemness state promoted both proliferation and senescence, leading to fragile, leaky neovessels and intraplaque thrombotic lesions. Pharmacological CD38 inhibition attenuated these phenotypes. Similar EC states were observed in human plaques. CONCLUSIONS: Loss of Lats1/2 in ECs induces a CD38-associated senescence-associated stemness-like phenotype that promotes intraplaque thrombosis through mitochondrial metabolic reprogramming, including changes consistent with reverse-mode operation of mitochondrial complex V. These findings define a mechanistic link between disturbed flow, endothelial metabolic reprogramming, and intraplaque thrombosis and hemorrhage.
Immune Checkpoint Inhibitor-Induced Cardiovascular Disease: The Role of Accelerated Senescence in Vascular Dysfunction
Casso-Chapa, Bernardo , Paniagua-Bojorges, Angelica , Palaskas, Nicolas L., Nead, Kevin T. , Samanthapudi, Venkata S.K., Mejia, Gilbert, Kim, Jung Hyun , Deswal, Anita, Herrmann, Joerg, Wang, Guangyu, Kirkland, James L., Krishnan, Sunil, Shen, Ying Hu, Yusuf, Syed Wamique , Iliescu, Cezar, González, Norma Alicia Vazquez, Mendoza, Keila Carolina Ostos , Hanssen, Nordin M.J., Winther, M. De, Yvan-Charvet, L., Nurieva, Roza I., Schadler, Keri , Koutroumpakis, Efstratios, Cooke, J., Le, Nhat-Tu, Abe, Jun-ichi, Kim, Jung Hyun , Palaskas, Nicolas L , Lee, Jonghae , Hoang, O.N. , Lin, Steven H. , Deswal, Anita M , Herrmann, Joerg , Kirkland, James L. , Krishnan, Sunil , Yusuf, Syed Wamique , Jain, Abhishek , Hanssen, Nordin M J , Winther, Menno P.J. de , Yvan-Charvet, Laurent , Nurieva, Roza , Schadler, Keri , Koutroumpakis, Efstratios , Cooke, John P , Kotla, Sivareddy

Antioxidants & Redox Signaling | January 12, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1177/15230864251410546 Get It

Significance: Immune checkpoint inhibitors (ICIs) have transformed cancer therapy by reactivating antitumor immunity and improving outcomes across multiple malignancies. Yet, clinical observations and preclinical studies suggest that ICIs may increase long-term cardiovascular disease risk, including hypertension, atherosclerosis, and thrombosis. The underlying mechanisms remain incompletely defined, highlighting the need for focused investigation into the vascular consequences of immune activation. Recent Advances: ICI-induced immune activation disrupts vascular and immune homeostasis through persistent production of reactive oxygen species (ROS), mitochondrial dysfunction, and accumulation of cell-free DNA (cfDNA). Sustained T-cell activation enhances ROS generation, driving DNA damage and senescence in both endothelial and immune cells. ICIs may also promote endothelial-to-mesenchymal transition (EndoMT) through chronic oxidative and inflammatory signaling, contributing to fibrosis, vascular stiffness, and chronic inflammation. Transforming growth factor-beta, although immunosuppressive in many contexts, can drive profibrotic and EndoMT programs within the vasculature. Other cytokines and regulators, including interleukin-17 and regulator of calcineurin 1, have been implicated in vascular remodeling, atherosclerosis, and hypertension. Critical Issues: The relative roles of ROS, mitochondrial dysfunction, cfDNA-driven inflammation, and EndoMT in ICI-associated vascular senescence remain unclear. While inflammation-induced vascular damage is well-recognized, direct ICI-specific mechanisms require stronger evidence. How senescent endothelial and immune cells influence therapy resistance and remodeling of the tumor microenvironment also remains to be defined. Future Directions: Mitochondrial and cytosolic ROS sources—arising from electron leakage during oxidative phosphorylation and NADPH oxidases activity—shape immune signaling and sustain T-cell activation during checkpoint blockade. The DNA damage response kinases ataxia-telangiectasia mutated and ATM- and Rad3-related, activated by oxidative and replicative stress, engage p53-dependent senescence pathways in endothelial and immune cells. Future studies should evaluate biomarkers such as cfDNA and thrombospondin-1 and explore senescence-targeting or redox-modulating interventions that may alleviate cardiovascular toxicity without diminishing antitumor efficacy. This review outlines mechanistic pathways linking ICIs to vascular dysfunction and senescence, integrating preclinical data with emerging clinical insights. It distinguishes established processes from ICI-specific hypotheses and identifies key gaps requiring clinical validation. Antioxid. Redox Signal. 00, 000–000.
SHP2: A Redox-Sensitive Regulator Linking Immune Checkpoint Inhibitor Therapy to Cancer Treatment and Vascular Risk
Moreno, Sira , Lenz, S., Casso-Chapa, Bernardo , Paniagua-Bojorges, Angelica , Kim, Jung Hyun , Palaskas, Nicolas L. , Nead, Kevin T. , Samanthapudi, Venkata Subrahman K, Mejia, Gilbert, Hoang, O.N. , Lee, Jonghae , Lin, Steven H. , Herrmann, Joerg , Yusuf, Syed Wamique , Iliescu, Cezar , Beinart, Noah , Manisty, Charlotte , Fukai, Tohru , Ameri, Pietro , Nurieva, Roza , Hildebrandt, Michelle A T, Schadler, Keri , Le, Nhat‐Tu , Abe, Jun‐ichi , López Moreno, Silvia Fernanda , Hoang, Oanh , Iliescu, Cezar A , Fukai, Tohru , Ameri, Pietro , Schadler, Keri , Le, Nhat-Tu , Abe, Jun-Ichi , Lin, Steven H , Palaskas, Nicolas L , Nead, Kevin T , Lee, Jonghae , Kim, Jung Hyun , Lenz, Stefania Assunto, Wang, Guangyu , Yusuf, Syed Wamique , Ushio‐Fukai, Masuko , Hildebrandt, Michelle A.T. , Koutroumpakis, Efstratios , Kotla, Sivareddy

Antioxidants | November 21, 2025 | Volume: 14 | Issue: 12 | Pages: 1388

10.3390/antiox14121388 Get It

Src homology 2-domain containing protein tyrosine phosphatase 2 (SHP2), encoded by the Ptpn11 gene (Tyrosine-protein phosphatase non-receptor type 11), is a key downstream effector of PD-1/PD-L1 signaling and is likely important, in addition to immune modulation, in tumor development and vascular homeostasis. SHP2 conveys PD-1 mediated inhibitory signaling in T cells, and is emerging as a therapeutic target. Importantly, there is an association between immune checkpoint inhibitors (ICIs), immune-related adverse events (irAEs), and cardiovascular complications, underscoring the need to understand SHP2’s role in these processes. This review aims to summarize current knowledge on SHP2/PTPN11 biology, its role in immune regulation, cancer progression, and vascular homeostasis, and to discuss emerging therapeutic strategies targeting this pathway. The concept of using SHP2 inhibitors with immune checkpoint inhibitors (ICIs) is being investigated to address ICI resistance and to improve anti-tumor efficacy substantially. SHP2 is also being studied in non-cancer cell contexts, and signaling responses can differ by large magnitudes depending on the biological context and stimuli. Under normal circumstances, SHP2 promotes vascular homeostasis in endothelial cells (ECs) and myeloid cells and inhibits inflammation, and the reduction in SHP2 activity by oxidative stress, such as in atherosclerosis or diabetes, upregulates inflammation. In contrast, in response to radiation, the fibrotic response and subsequent lung injury were increased by endothelial SHP2 induction via Notch-Jag1 signaling. Vascular smooth muscle cells SHP2 act as a pro-atherogenic effector by enhancing ERK/MAPK signaling, and the upregulation of mitochondria localized SHP2 can also induce cellular senescence-associated inflammation by upregulating mitochondrial reactive oxygen species. Taken together, the two opposite signaling effects of SHP2 suggest that both the immune and vascular system responses appear to be more modulated by the redox, cell, and compartment-specific signaling of SHP2. More studies are needed for mitigating cardiovascular toxicity to patients, particularly with ICI-based treatment regimens.
Abstract 4370163: Carcinoid prevalence, outcomes, disparities, and COVID impact: Artificial intelligence-augmented propensity score national analysis of 124,954 hospitalizations from 2016-2022
Iqbal, Fatima , Ali, Abdelrahman, Cilingiroglu, Mehmet , Marmagkiolis, Konstantinos , Boudoulas, Konstantinos Dean , Iliescu, Cezar, Monlezun, Dominique , Koutroumpakis, Efstratios , Palaskas, Nicolas L , Honan, Kevin A. , Çilingiroğlu, Mehmet , Iliescu, Cezar

Circulation | November 3, 2025 | Volume: 152 | Issue: Suppl_3 | Pages: No page available

10.1161/circ.152.suppl_3.4370163 Get It

Introduction: Artificial intelligence (AI) and wider digital technologies are accelerating healthcare systems’ attempts to address the financial and moral imperatives of improving health disparities and thus wider population health outcomes. Yet adoption has thus far been slower in less common conditions including carcinoid, its syndrome, and related heart disease especially amid wider system shocks like the COVID-19 pandemic and its lingering effects. This is the first known AI-augmented nationally representative analysis of mortality and disparities for these associations. Methods: Quantum BAyesian Machine learning-augmented Propensity Score translational (QBAM-PS) statistics with multivariable regression was performed on the largest all payor US inpatient dataset, the National Inpatient Sample. Results: Of the 208,257,049 adult hospitalizations from 2016-2022, 124,954 (0.06%) had carcinoid tumors. Of the 71,402 hospitalizations with carcinoid from 2016-2019, 26,711 (37.41%) had metastases, 2,835 (3.97%) had acute heart failure, and 2,042 (2.86%) died. But of the 53,552 hospitalizations with carcinoid from 2020-2022, diagnosed metastases (38.04%) had increased, as did acute heart failure (4.21%) and mortality (3.73%), while 0.04% had diagnosed COVID. In all adult hospitalizations from 2016-2019 by QBAM-PS multivariable regression controlling for clinical confounders and severity, carcinoid and carcinoid syndrome did not significantly increase mortality, but carcinoid was significantly less likely to be diagnosed among Hispanics (OR 0.73) and Asians (OR 0.46) compared to Caucasians, in addition to Medicare (OR 0.71) and VA (OR 0.65) compared to private insurance, and more likely to be diagnosed in the highest versus lowest income quartile (OR 0.124) (all p<0.001). By 2020-2022, carcinoid and its syndrome did not significantly increase the odds of COVID diagnosis. But again carcinoid was significantly less likely to be diagnosed in Hispanics (OR 0.68), Asians (OR 0.61), Medicare (OR 0.78), and VA (OR 0.59), while the highest income again increased diagnosis odds (OR 1.19) (all p<0.01). There were no mortality disparities within carcinoid during either time period. Conclusions: This large multi-year analysis supports improvements in metastatic carcinoid detection and heart disease management, including through the COVID pandemic, though amid persistent racial, insurance, and income disparities.
Downregulation of LATS1/2 Drives Endothelial Senescence-Associated Stemness (SAS) and Atherothrombotic Lesion Formation
Kotla, Sivareddy , Ko, Kyung Ae , Chen, Weiqing , Samanthapudi, Venkata Subrahman K, Hoang, O.N. , Mejia, Gilbert, Li, Shengyu , Schadler, Keri , Rivera, Luis Antonio, Samperio, Kay Carlene Tavares, Kim, Jung Hyun , Mendoza, Keila Carolina Ostos , Mariscal-Reyes, Karla N., Fujiwara, Keigi , Gi, Young Jin , Pathania, Rajneesh , Morrell, C Jane, Lorenzi, Philip L. , Tan, Lin , Chini, Eduardo N. , Herrmann, Joerg, Vasquez, Hernan G., Shen, Ying H. , Martin, James F. , Le, Nhat‐Tu , Kim, Jung Hyun , Lee, Jonghae , Chen, Weiqing , Hoang, Oanh , Mejia, Gilbert , Schadler, Keri , Ostos-Mendoza, Keila C , Deswal, Anita M , Cooke, John P , Fujiwara, Keigi , Palaskas, Nicolas L , Koutroumpakis, Efstratios , Lorenzi, Philip L , Madhmud, Iqbal , Hanssen, Nordin M J , Shen, Ying H , Martin, James F , Seeley, Erin , Burks, Jared K , Brookes, Paul S , Wang, Guangyu , Le, Nhat-Tu , Abe, Jun-Ichi , Kotla, Sivareddy , Kim, Jung Hyun , Lee, Jonghae , Rivera, Luis Antonio, Imanishi, Masaki , Cooke, John P. , Morrell, Criag, Yvan-Charvet, Laurent , Herrmann, Joerg, Xu, Haodong , Wang, Guangyu

No container title available | June 22, 2025 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1101/2025.06.19.660635 Get It

ABSTRACT Background Atherothrombosis, the main event leading to acute coronary syndrome (ACS), is strongly linked to disturbed blood flow (d-flow) regions. Although the involvement of the Hippo pathway and its kinases Large Tumor Suppressor Kinase 1and 2 (LATS 1 and 2) in mechanical stress responses is known, the mechanisms by which d-flow simultaneously induces senescence, proliferation, and atherothrombosis remain unclear. Methods The role of endothelial cells (EC)-specific LATS1/2 was examined using EC specific knock-out (EKO) mice in a partial left carotid ligation (PLCL) model. Plaque spatial multi-omics analysis was performed by integrating imaging mass cytometry, sequential immunofluorescence (COMET™), and spatial metabolomics at the single-cell level in human and mouse atherosclerotic plaques. Results In tamoxifen-inducible Lats1 homo( -/- ) / Lats2 homo( -/- ) EC-specific knockout (EKO) mice, deletion of LATS1/2 induced by tamoxifen led to fatal outcomes, characterized by severe systemic edema and markedly increased vascular permeability. In contrast, Lats1 het(+ /- ) / Lats2 homo( -/- ) -EKO mice survived and developed atherothrombotic plaques exhibiting neovascularization even without further additional dietary or genetic intervention. Spatial proteomics analysis revealed that LATS1/2 depletion in ECs triggered a senescence-associated stemness (SAS) phenotype, primarily driven by CD38 upregulation. Complementary spatial metabolomics profiling demonstrated a significant increase in sulfite and taurine within LATS1/2-deficient plaques, indicating lowered sulfite oxidase (SUOX) activity. Mechanistically, CD38 upregulation was found to suppress SUOX expression, induce the reverse mode of mitochondrial complex V, and increase succinate dehydrogenase (SDH) activity along with ATP consumption. Paradoxically, despite ATP depletion, this metabolic disturbance enhanced glutamate metabolism and the tricarboxylic acid (TCA) cycle, sustaining EC proliferation under energetically stressed conditions. The combined effect of LATS1/2 deletion and CD38 activation established a unique EC phenotype defined by increased SAS, leading to proliferation, senescence, and eventual cell death. These pathological processes culminated in the formation of atherothrombotic plaques, which were attenuated by inhibition of CD38. Notably, a similar phenotype—marked by metabolically active ECs—was observed in human atherothrombotic plaques, suggesting translational relevance. Conclusion Loss of LATS1/2 in ECs induces SAS state that promotes excessive EC proliferation, senescent cell accumulation, and the development of structurally fragile, leaky neo vessels—hallmarks of atherothrombotic lesions. CD38-mediated SUOX deficiency further amplifies this pathological process by inducing mitochondrial dysfunction, depleting ATP, and triggering compensatory upregulation of glutamate and TCA cycle metabolism. These findings identify a novel LATS1/2–CD38–SUOX axis in ECs that orchestrates SAS-driven atherothrombosis. Targeting CD38 may represent a promising therapeutic strategy to mitigate vascular dysfunction and plaque instability in high-risk ACS patients. Graphical abstract Under normal physiological conditions, LATS1/2 and Lamin A work together to suppress CD38 expression. Lamin A binds directly to the CD38 promoter to repress transcription, and LATS1/2 interact with Lamin A to reinforce this suppression. This collaboration helps maintain low CD38 activity and preserves cellular NAD⁺ levels. However, under disturbed flow (d-flow), both LATS1/2 and Lamin A are downregulated. The loss of this dual repression leads to increased CD38 NADase expression. Elevated CD38 accelerates NAD⁺ consumption, causing NAD⁺ depletion—a hallmark of cellular senescence. Reduced NAD⁺ disrupts key metabolic and stress-response pathways, contributing to the onset of the senescent state. At the same time, CD38 suppresses sulfite oxidase (SUOX), leading to sulfite accumulation and mitochondrial redox imbalance. This shift activates the reverse mode of mitochondrial Complex V, which decreases ATP production and increases mitochondrial ROS, intensifying metabolic and oxidative stress in endothelial cells (ECs). In response, ECs compensate by upregulating succinate dehydrogenase (SDH), enhancing TCA cycle activity and glutamate metabolism. This metabolic adaptation provides the biosynthetic building blocks needed for cell growth and proliferation. As a result, ECs adopt a paradoxical phenotype: they show classical features of stress-induced senescence (such as NAD⁺ depletion, oxidative stress, and cell cycle arrest signals), while simultaneously undergoing metabolic activation and proliferation, also mediated by YAP. This defines a non-canonical endothelial program known as senescence-associated stemness (SAS), characterized by the formation of abnormal, proliferative, yet fragile neovessels. These dysfunctional vessels contribute to atherothrombosis, setting this process apart from the more stable lesions typical of conventional atherosclerosis.
Cardiac amyloidosis detection from a single echocardiographic video clip: a novel artificial intelligence-based screening tool
Hawkes, Will, Woodward, Gary , Hamza, Izhan, Desai, Viral , Barrett‐O’Keefe, Zachary , Grogan, Martha, Davison, Halley, Maurer, Mathew S. , Helmke, Stephen , Scherrer‐Crosbie, Marielle , Soltani, Marwa , Goyal, Akash , Zaręba, Karolina M. , Cheng, Richard K. , Vieira, Marcelo Luiz Campos , Elissamburu, Pablo , Ronderos, Ricardo , Prado, Aldo , Sarswat, Nitasha , Addetia, Karima , Ruberg, Frederick L. , Randazzo, Michael , Al-Roub, Nora , Kidd, Liam, Lang, Roberto M. , Pellikka, Patricia A. , Barrett-O'Keefe, Zachary, Scott, Christopher , Davison, Halley N, Cheng, Richard , Kirkpatrick, James N , Koutroumpakis, Efstratios , Deswal, Anita M , Pursnani, Amit , Pellikka, Patricia A , Slivnick, Jeremy A. , Hawkes, Will, OLIVEIRA, JORGE COELHO , Akerman, Ashley, Gómez, Alberto , Grogan, Martha , Dispenzieri, Angela , Scott, Christopher G. , Cotella, Juan Ignacio , Maurer, Mathew S , Kitano, Tetsuji , Takeuchi, Masaaki , Hotta, Viviane Tiemi , Patel, Amit R. , Asch, Federico M. , O’Driscoll, Jamie M. , Strom, Jordan B. , Kidd, Liam, Cuddy, Sarah A. M. , Upton, Ross

European Heart Journal | May 26, 2025 | Volume: 46 | Issue: 40 | Pages: 4090-4101

10.1093/eurheartj/ehaf387 Get It

Abstract Background and Aims Accurate differentiation of cardiac amyloidosis (CA) from phenotypic mimics remains challenging using current clinical and echocardiographic techniques. The accuracy of a novel artificial intelligence (AI) screening algorithm for echocardiography-based CA detection was assessed. Methods Utilizing a multisite, multiethnic dataset (n = 2612, 52% CA), a convolutional neural network was trained to differentiate CA from phenotypic controls using transthoracic apical four-chamber video clips. External validation was conducted globally across 18 sites including 597 CA cases and 2122 controls. Classification accuracy was assessed on the entire external validation dataset, and subgroup analyses were performed both on technetium pyrophosphate scintigraphy referrals, and individuals matched for age, sex, and wall thickness. Model accuracy was also compared with the transthyretin CA score and the increased wall thickness score within a subset of older heart failure with preserved ejection fraction patients with increased wall thickness. Results Cardiac amyloidosis patients and controls displayed similar age, sex, race, and comorbidities. After the removal of uncertain AI predictions (13%), model discrimination and classification were excellent for the entire external validation dataset [area under the receiver operating characteristic curve (AUROC) 0.93, sensitivity 85%, specificity 93%], irrespective of CA subtype (sensitivity: light-chain = 84%, wild-type transthyretin = 85%, and hereditary transthyretin = 86%). Performance was maintained in subgroup analysis in patients clinically referred for technetium pyrophosphate scintigraphy imaging (AUROC 0.86, sensitivity 77%, specificity 86%) and matched patients (AUROC 0.92, sensitivity 84%, specificity 91%). The AI model (AUROC 0.93) also outperformed transthyretin CA score (AUROC 0.73) and increased wall thickness (AUROC 0.80) scores. Conclusions This AI screening model—using only an apical four-chamber view—effectively differentiated CA from other causes of increased left ventricular wall thickness.
Abstract 16942: Organized Thrombus (OTh) Formation Mediated by Disturbed Flow-Induced Endothelial Senescence-Associated Stemness (SAS)
Samanthapudi, Venkata Subrahman K, Gonzalez, Selina Hernandez, Perez, Kaylah Y, Yeung, Sai-Ching, Morrell, Craig N. , Li, Shengyu, Chini, Eduardo N. , Martin, James F. , Le, Nhat Tu, Kotla, Sivareddy , Lin, Steven H. , Koutroumpakis, Efstratios , Palaskas, Nicolas L , Reyes‐Gibby, Cielito C. , Dantzer, Robert , Morrell, Craig , Krishnan, Sunil , Wang, Guangyu , Abe, Jun-Ichi

Circulation | November 6, 2023 | Volume: 148 | Issue: Suppl_1 | Pages: No page available

10.1161/circ.148.suppl_1.16942 Get It

Atherosclerotic and high-risk plaques are predominantly localized to vessel wall regions with non-laminar disturbed blood flow (d-flow), leading to the principle that d-flow-, but not laminar flow (l-flow)-driven endothelial cells (EC) dysfunction plays a role in this process. LATS1/2 and YAP are components of the Hippo signaling pathway that are involved in cellular responses to l-flow. The l-flow-mediated inhibition of LATS1/2 activity triggers YAP activation and maintains vascular structure. However, the role of Hippo signaling under d-flow remains unclear. Although both l- and d-flow increased YAP activity, only d-flow decreased LATS1/2 expression. Since the effects of l- and d-flow on EC differ, we studied the role of EC LATS1/2 using EC-specific Lats1 and 2 knock-out (EKO) mice. Within 14 days after inducing Lats1/2 deletion in tamoxifen-inducible Lats1 homo / Lats2 homo EKO mice, all the mice (27/27) died of severe systemic edema, accompanied by increased EC apoptosis and vascular permeability. We generated Lats1 he t / Lats2 homo -EKO mice ( Lats1 het /2 homo -EKO) and induced hypercholesteremia with AAV8-PCSK9 injections and a high-fat diet (HFD). After HFD, we detected plaque erosion-like plaque lesions at the d-flow areas, which revealed strongly fibrin/fibrinogen-positive organized thrombus (OTh) formation without sizeable necrotic cores. In Lats1 het /2 homo -EKO, we found significant increases in 1) EC proliferation, 2) EC apoptosis with senescent phenotype, 3) tissue factor (TF) expression, and 4) inflammation. Therefore, the phenotype observed in Lats1 het /2 homo -EKO represents a unique senescence-associated stemness (SAS) phenotype, which allows EC to escape senescence-induced cell cycle arrest. The EC proliferation induced by depletion of LATS1/2 was YAP-dependent. In contrast, EC senescence induced by CD38-mediated NAD + depletion was YAP-independent. These findings indicate that downregulating LATS1/2 expression-induced SAS leads to OTh via both YAP-dependent and independent mechanisms. OTh plays a key role in human atherosclerosis but is rarely observed in the mouse atherosclerosis model. Lats1 het /2 homo -EKO can provide a valuable platform for studying the mechanism and unique role of EC SAS-induced OTh formation.