Citations

Mayo Clinic

Clear

757 citation(s) found for "Saénz, Ricardo".

Delayed aneurysm rupture after flow-diverter deployment in unruptured aneurysms: a systematic review and meta-analysis
Rodriguez‐Erazú, Fernanda , Ghozy, Sherief , Gutierrez‐Aguirre, Salvador F. , Lara-Velazquez, Montserrat , Cortese, Jonathan , Douri, Dani, Toledo, Otavio F. De , Patel, Milin , Sriraman, Sheetal , Sauvageau, Eric , Kallmes, David F, Ghozy, Sherief , Gutierrez-Aguirre, Salvador F , Lara-Velazquez, Montserrat , Cortese, Jonathan , De Toledo, Otavio Frederico , Aghaebrahim, Amin , Sauvageau, Eric , Hanel, Ricardo A , Hamouda, Abdelrahman M. , Sriraman, Sri, Kallmes, David F. , Hanel, Ricardó A.

Journal of NeuroInterventional Surgery | December 3, 2025 | Volume: No volume available | Issue: No issue available | Pages: jnis-2025-024135

10.1136/jnis-2025-024135 | PMID 41339075 Get It

Background Delayed aneurysm rupture (DAR) is a potentially devastating complication after flow-diverters (FD) deployment and their exact mechanisms are still unclear. The purpose of this meta-analysis is to synthesize the latest evidence on DAR after FD treatment and identify predictive factors. Methods A systematic review and meta-analysis were conducted according to established protocols. Searches were conducted in PubMed, Scopus, Web of Science, and Embase databases up to June 2024 using variations of “aneurysm “and “delayed aneurysm rupture” terms. Original studies reporting DAR and including more than five patients were included. All analyses were conducted in R software (version 4.4.2), employing the “meta” and “tableone” packages. Results 64 studies with 9820 patients were included, large aneurysm size (OR=1.08, 95% CI (1.02, 1.14), P value=0.008), intra-aneurysmal thrombus (OR=1.05, 95% CI (1.01, 1.09), P value=0.010) and posterior circulation location (OR=1.02, 95% CI (1.00, 1.04), P value=0.014) were significant risk factors for DAR. The pooled prevalence of DAR was 1.40%, with a rate of 1.18% after removing outliers. DAR occurred within 30 days in 66.7% of cases, with a mortality rate of 73.3% at discharge. Conclusion DAR following flow diversion treatment is an uncommon but devastating complication and remains a limitation of the technique. It is influenced by factors such as large aneurysm size, intra-aneurysmal thrombosis, and posterior circulation involvement. The first 30 days post-procedure represent a particularly high-risk period. Despite advancements in FD technology, significant gaps remain, highlighting the need for further research to improve risk assessment and treatment strategies.
Abstract 290: Treatment Strategies for Residual and Recurrent Aneurysms After Woven EndoBridge Therapy: A Multicenter Propensity‐Matched Analysis
Gudino, Andres, Reddi, Preethi , Sridhar, V., Haranhalli, Neil , Karandish, Alireza , Aghaebrahim, Amin, Sauvageau, Eric , Crowley, W F, Dabus, Guilherme , Paul, A.R. , Puri, A, Rinaldo, Lorenzo , Brinjikji, Waleed , Goren, Oded , Siddiqui, Adnan, Jaikumar, Vinay , Essibayi, Muhammed Amir , Gutierrez‐Aguirre, Salvador F. , Hendrix, Philipp , Ransom, Ryan C. , Gudino, Andres , Ringer, Andrew J. , Kühn, Anna Luisa , Field, N., Ríos-Zermeño, Jorge , Amllay, Abdelaziz , Monteiro, Andre , Khatri, Deepak , Toledo, Otavio F. De , Crowley, W., Dabus, Guilherme C. , Matouk, Charles , Tawk, Rabih G. , Paul, A. R., Mocco, J , Majidi, Shahram , Samaniego, Edgar A , Lanzino, Giuseppe , Hanel, Ricardó A. , Altschul, David , Levy, Elad I.

Stroke: Vascular and Interventional Neurology | December 2, 2025 | Volume: 5 | Issue: S1 | Pages: No page available

10.1161/svi270000_290 Get It

Introduction Post‐market and multicenter studies report low complete occlusion rates (41‐49%) and higher retreatment rates (13%) following WEB deployment, compared to 3.8% with microsurgical clipping. While retreatment after WEB has been shown to be technically feasible, data on final angiographic outcomes remain limited. We performed a retrospective analysis of prospective databases from 14 cerebrovascular centers in the US to compare the safety and efficacy of retreatment versus continued observation for residual and recurrent aneurysms after initial WEB deployment. Materials/Methods Multinomial logistic regression was used to identify baseline characteristics of untreated and residual/recurrent aneurysms that may act as confounders, which then underwent propensity scored matching (PSM). Results Among 211 patients (125 observed, 86 retreated), retreatment was more common in initially ruptured aneurysms (p<0.001), which showed higher recurrence (p=0.036) and sac‐dominant residuals (p=0.004). These were primarily due to WEB compression on follow‐up (p=0.001), rather than incomplete occlusion with an appropriately sized device (p<0.001). Retreatment was associated with significantly higher rates of complete angiographic occlusion at last follow‐up compared to observation alone (p<0.001), a finding that remained consistent across subgroups defined by initial unruptured status, residual type, and recurrence patterns (all p<0.05). Clipping demonstrated higher, though statistically insignificant, rates of complete occlusion; flow diversion and stent‐assisted coil embolization yielded comparable complete occlusion rates at follow‐up. After propensity score matching, retreatment remained significantly associated with higher rates of complete angiographic occlusion (all p<0.05), with comparable outcomes observed between clipping and various endovascular approaches as above. Conclusion Retreatment improved complete occlusion rates; however, no aneurysmal hemorrhages occurred in either group. Further intervention may be unnecessary when the WEB device—whether compressed or intact (BOSS 0/1)—adequately protects the dome. In cases where WEB compression significantly exposes the aneurysm wall, stent‐assisted coiling or flow diversion can be performed safely and successfully, depending on vascular anatomy and surgeon preference. image image
Clinicopathological study of chronic traumatic encephalopathy pathology in a population-based cohort
Rodriguez, Roberta Diehl, Nowinski, Christopher, Suemoto, Cláudia Kimie , Leite, Renata Elaine P, Ferretti-Rebustini, Renata Eloah de Lucena, Jacob-Filho, Wilson, Pasqualucci, Carlos Augusto, Nitrini, Ricardo, Grinberg, Lea T, Grinberg, Lea T. , Grinberg, Lea , Suemoto, Claudia Kimie , Leite, Renata Elaine Paraizo , Rodriguez, Roberta Diehl , Ferretti‐Rebustini, Renata Eloah de Lucena , Jacob-Filho, Wilson, Pasqualucci, Carlos Augusto , Nitríni, Ricardo

Journal of Neuropathology & Experimental Neurology | November 28, 2025 | Volume: 85 | Issue: 5 | Pages: 425-432

10.1093/jnen/nlaf150 | PMID 41627284 Get It

Abstract Chronic traumatic encephalopathy (CTE) is a progressive neurodegenerative disease linked to repetitive traumatic brain injury, but its prevalence and risk factors in the general population remain poorly defined. We investigated CTE neuropathological changes (CTE-NC) in an admixed, population-based clinicopathological cohort. Neuropathological evaluation was conducted on brain samples from 1151 individuals in the University of São Paulo Biobank for Aging Studies collected from 2004 to 2022. CTE-NC and aging-related tau astrogliopathy (ARTAG) were assessed across 14 963 histological slides using p-tau immunostaining. Clinical, cognitive, and neuropsychiatric data were obtained via informant interviews; information on sports exposure and traumatic brain injury history was limited. Seven cases (0.6%) met criteria for CTE-NC, mean age at death 73.4 ± 12.5 years; 1 was female. Dementia was present in 43% of CTE-NC cases; 57% exhibited neuropsychiatric symptoms. Most common co-pathologies were Alzheimer disease-type changes, ARTAG, and argyrophilic grain disease. Comprehensive exposure histories were unavailable for most cases; 2 had documented soccer involvement. These findings indicate that CTE-NC is rare in this population-based Brazilian cohort and predominantly affects males with frequent coexisting neuropathologies. Findings align with reports from high-income countries and support prioritizing primary prevention by reducing exposure to repetitive head impacts in sport and other settings.
Associations of lifestyle factors with amyloid pathology in persons without dementia
Oomens, Julie Elisabeth , Vos, Stephanie J. B. , Maserejian, Nancy N., Didic, Mira , Engelborghs, Sebastiaan , Fladby, Tormod, Fröhlich, Lutz, Gill, Kiran Dip, Grimmer, Timo, Itoh, Yoshiaki , Landau, Susan, Lleó, Alberto, Meyer, Philipp T. , Pardini, Matteo , Rami, Lorena , Reiman, Eric M. , Rinne, Juha O. , Sánchez‐Juan, Pascual, Scarmeas, Nikolaos , Villeneuve, Sylvia , Waldemar, Gunhild , Alcolea, Daniel, Altomare, Daniele , Baldeiras, Inês , Blennow, Kaj , Cerman, Jiří , Chipi, Elena , Day, Gregory S. , Förster, Stefan , Frings, Lars , Guedj, Éric , Habeck, Christian , Hausner, Lucrezia , Jiménez‐Bonilla, J., Juaristi, Arantxa, Kern, Silke , Kirsebom, Bjørn‐Eivind , Legdeur, Nienke , Xiong, Chengjie , Maier, W., Marquié, Marta, Minatani, Shinobu, Prabhakar, Sudesh, Ramakers, Inez H.G.B. , Rodríguez‐Rodríguez, Eloy , Ruiz, Agustín, Rüther, E., Sakhardande, Jayant, Selnes, Per, Spiru, Luiza , Vermunt, Lisa , Wallin, Åsa K., Zettergren, Anna , (ADNI), for the Alzheimer's Disease Neuroimaging Initiative, group, A4 Study, (DIAN), Dominantly Inherited Alzheimer Network, (KBASE), Japan Alzheimer's Disease Neuroimaging Initiative (J-ADNI), Korean Brain Aging Study for the Early Diagnosis and Prediction of Alzheimer's Disease, Ossenkoppele, Rik, Verhey, Frans RJ, Visser, Pieter Jelle, Jansen, Willemijn J, Marquié, Marta , Selnes, Per , Day, Gregory S , Xiong, Chengjie , Oomens, Julie E , Boada, Merçé , Fladby, Tormod , Flier, Wiesje M. van der , Frisoni, Giovanni B. , Fröhlich, Lutz, Grimmer, Timo , Hort, Jakub , Iwatsubo, Takeshi , Klimkowicz‐Mrowiec, Aleksandra , Lee, Dong Young , Lleó, Alberto , Martínez‐Lage, Pablo , Mendonça, Alexandre de , Parchi, Piero , Parnetti, Lucilla , Popp, Julius , Rodrigue, Karen M. , Santana, Isabel , Scheltens, Philip , Skoog, Ingmar , Sperling, Reisa Anne , Stern, Yaakov , Wiltfang, Jens , Zetterberg, Henrik , Alcolea, Daniel , Allegri, Ricardo , Bateman, Randall J. , Baiardi, Simone , Braber, Anouk den , Buchem, Mark A. van , Byun, Min Soo , Chen, Kewei , Drzezga, Alexander E. , Ekblad, Laura L. , Fortea, Juan , Freund‐Levi, Yvonne , Handels, Ron , Hellwig, Sabine , Kandimalla, Ramesh , Kornhuber, Johannes , Morbelli, Silvia , Mroczko, Barbara , Ntanasi, Eva , Oliveira, Catarina Resende , Orellana, Adelina , Peters, Oliver , Ruiz, Agustı́n , Silva, Dina , Soininen, Hilkka S. , Takeda, Akitoshi , Teunissen, Charlotte E. , Tijms, Betty M. , Wiels, Wietse A. , Yannakoulia, Mary , Yi, Dahyun , (ADNI), for the Alzheimer's Disease Neuroimaging Initiative, group, A4 Study, (DIAN), Dominantly Inherited Alzheimer Network, (KBASE), Japan Alzheimer's Disease Neuroimaging Initiative (J-ADNI), Korean Brain Aging Study for the Early Diagnosis and Prediction of Alzheimer's Disease, Ossenkoppele, Rik, Verhey, Frans R.J. , Visser, Pieter Jelle , Jansen, Willemijn J.

Journal of Alzheimer’s Disease | November 14, 2025 | Volume: 108 | Issue: 3 | Pages: 1043-1059

10.1177/13872877251379083 | PMID 41234025 Get It

Background The association between lifestyle factors and Alzheimer's disease (AD) pathophysiology remains incompletely understood. Objective The aim of this study was to assess the association of alcohol consumption, smoking behavior, sleep quality and physical, cognitive, and social activity with cerebral amyloid pathology. Methods For this cross-sectional study, we selected participants from the Amyloid Biomarker Study data pooling initiative. We used generalized estimating equations to assess associations of dichotomized lifestyle measures with amyloid pathology. Results We included 9171 participants with normal cognition (NC) and 2555 participants with mild cognitive impairment (MCI) from the Amyloid Biomarker Study. Of participants with NC, 58% were women, 34% were APOE ε4 carrier, and 27% had amyloid pathology. Of participants with MCI, 48% were women, 47% were APOE ε4 carrier, and 57% had amyloid pathology. In NC, cognitively active participants were less likely to have amyloid pathology (OR = 0.77, 95%CI 0.66–0.89, p < 0.001). In MCI, participants who had ever smoked or had sleep problems were less likely to have amyloid pathology (OR = 0.85, 95%CI 0.73–0.99, p = 0.029; OR = 0.62, 95%CI 0.45–0.86, p = 0.004). Conclusions In NC, cognitive activity was associated with a lower frequency of amyloid pathology. In MCI, favorable lifestyle behaviors were not associated with a lower frequency of amyloid pathology. The results of the current study contribute to the broader evidence base on lifestyle and AD by further characterizing the role of lifestyle behaviors in AD pathology across different clinical stages.
Ultrasound-guided PRP for coracoid syndrome: a novel case of conjoint tendon enthesopathy
Silva, Tomás Ribeiro Da, Silva, Bernardo Gaspar, Costa, José , Kubrova, Eva , Hurdle, Mark Friedrich B., Silva, Tomás Ribeiro Da, Silva, Bernardo Gaspar, Ferreira‐Silva, Nuno , Henriques, Ricardo

Pain Management | November 12, 2025 | Volume: 16 | Issue: 1 | Pages: 5-9

10.1080/17581869.2025.2587563 | PMID 41223361 Get It

Postoperative Lymph Is a Proximal Source of ctDNA for Detection of Recurrence in HPV-Independent Head and Neck Cancer
Lazare, Seka , Gu, Zhuosheng , Earland, Noah , Harmon, M. , Pacula, Maciej , Rivera, Megan , Tellis, Ashley , Whitfield, Damion , Benson, Adam , Gerndt, Sophie P. , Khalil, Lucien , Xu, Zhongping , Wahle, Benjamin M. , Zandberg, Dan P. , Spector, Matthew E. , Seethala, Raja R. , Smith, Joshua D. , Greer, Amy , Verner, Ellen L. , Georgiadis, Andrew , Ramkissoon, Shakti , Jensen, Taylor J. , Francis, Marra S. , Winckler, Wendy , Chaudhuri, Aadel A. , Harmon, Michael A , Gerndt, Sophie , Harris, Peter K , Khalil, Lucien , Ramirez, Ricardo , Xu, Zhongping , Wahle, Benjamin , Puram, Sid , Adkins, Douglas , Thorstad, Wade , Zandberg, Daniel , Chernock, Rebecca , Skinner, Heath Devin , Spector, Matthew E , Seethala, Raja , Ferris, Robert L , Smith, Joshua D , Greer, Amy E , Verner, Ellen L , Georgiadis, Andrew , Sausen, Mark , Ramkissoon, Shakti H , Jensen, Taylor J , Francis, Marra S , Winckler, Wendy , Chaudhuri, Aadel A , Zevallos, Jose , Rivera, Megan , Adkins, Douglas R. , Ferris, Robert L. , Zevallos, Jose P.

Clinical Cancer Research | November 3, 2025 | Volume: 32 | Issue: 1 | Pages: 135-147

10.1158/1078-0432.ccr-25-1221 | PMID 41182409 Get It

Abstract Purpose: Relapse is a major cause of failure in human papillomavirus–independent head and neck squamous cell carcinoma. Clinicopathologic criteria for adjuvant treatment remain imprecise and have not changed for decades. We investigated whether ctDNA in lymphatic exudate collected via surgical drains (“lymph”) 24 hours after surgery identified molecular residual disease (MRD) and compared its performance with time-matched plasma. Experimental Design: Using an ultra-sensitive tumor-informed sequencing approach, tumor variants were called in lymph and plasma to classify patients as ctDNA positive or ctDNA negative, trained in an initial cohort of 36 patients, and replicated in an independent cohort of 37 patients. Progression-free survival was compared in ctDNA(+) versus ctDNA(–) patients. Results: Lymph identified MRD in two independent multi-site cohorts (initial cohort sensitivity = 76% and specificity = 63%; log-rank P = 0.01; replication cohort sensitivity = 65% and specificity = 70%; log-rank P = 0.04). Lymph performance was enhanced in locoregional relapse (sensitivity = 78% and specificity = 67%; log-rank P = 0.0004) and generalized to early-stage patients. Analysis of matched plasma collected at this early timepoint was not predictive of recurrence (sensitivity = 35% and specificity = 72%; log-rank P = 0.7). In patients with intermediate-risk pathology, lymph ctDNA was associated with recurrence (sensitivity = 88% and specificity = 67%; log-rank P = 0.0008), suggesting an opportunity for improved stratification of patients who may benefit from additional adjuvant treatment. Conclusions: Postoperative lymph is a novel, proximal, and early source of MRD with the potential to introduce more precision into adjuvant therapy decision-making and improve outcomes, especially for patients with intermediate-risk human papillomavirus–independent head and neck squamous cell carcinoma.
Abstract 4369930: Disparities in Editorial Leadership of Highly Cited Cardiology Journals by Gender and Country Income Classification
Estrada-Mendizabal, Ricardo, Shama, Saiyara, Osorio-Godoy, Ruben, Rodriguez-Riascos, Juan, Leon, Lizbeth Romo-De, Saldana-Fraire, Veronica, García, Judith Estela Guzmán, Castillo-Ivon, Alfonso, Gomez, Patricio, Allende, Ricardo, Estrada-Mendizabal, Ricardo, Shama, Saiyara, Osorio-Godoy, Ruben, Rodriguez-Riascos, Juan, Leon, Lizbeth Romo-De, Saldana-Fraire, Veronica, García, Judith Estela Guzmán, Castillo-Ivon, Alfonso, Gomez, Patricio, Allende, Ricardo

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

10.1161/circ.152.suppl_3.4369930 Get It

Background: Journal editors influence the visibility and direction of scientific research and should have adequate gender and geographic representation. Research Question: Are there disparities in gender and institutional country affiliation among editors of highly cited cardiology and cardiovascular disease journals? Methods: In May 2025, we used Scimago Journal Rankings to identify the 50 top-cited cardiology and cardiovascular disease journals worldwide from 2022 to 2024. Due to the large volume of members, general editorial board listings without defined roles were excluded. Editors’ genders and country of institutional affiliation were extracted independently and in duplicate by eight sub-investigators. An additional sub-investigator resolved any discrepancies. Gender was determined using institutional profiles and publicly available pronouns on academic or professional platforms. Country affiliation was based on the editor’s primary institution and categorized by World Bank income classification 2025, which divides countries into high-income (HIC), upper-middle income (UMIC), lower-middle income (LMIC), and low-income countries (LIC). Key journal characteristics, such as country, impact factor, and article processing charges, were also extracted in duplicate. Results: All 50 top-cited cardiology and cardiovascular disease journals identified were based in HICs. A total of 1,762 editors were included. Most editorial positions were held by men (67%), with women accounting for 28%. One editor was identified as non-binary, and the gender of 91 editors (5%) could not be determined based on publicly available information (Table 1). Pronouns were identifiable for all EIC (n=52), out of which 87% were men (n=45) and 13% were women (n=7). Ninety-five percent of editors were affiliated with institutions based in HIC, while only 5% were based in UMIC (n=71), LMIC (n=16), or LIC (n=5). The most represented countries were the US (41%), Italy (8%), and the UK (7%) (Figure 2). All EICs (100%) were affiliated with institutions based in HICs, mainly the US (52%) and the UK (10%) (Figure 3). Conclusion: Editors of top-cited cardiology journals are predominantly men affiliated with HICs. Diverse editorial leadership in academic cardiology journals is needed to reflect global perspectives in research.
Higher Risk for Morbidity and Non-Aortic Related Mortality in Type 2 Endoleak Patients Treated Outside of Instructions for Use
Esquetini-Vernon, Camila , Farres, Houssam , Polanía-Sandoval, Camilo , Claudio-Medina, Yetzali , Morales-Arroyo, Hennessy, Ritchie, Charles , Jacobs, Christopher S., Paz‐Fumagalli, Ricardo , Toskich, Beau B. , Vandenberg, Jonathan , Mahajan, Biraaj, Jacobs, Christopher, Polania-Sandoval, Camilo A , Esquetini-Vernon, Camila , Jacobs, Christopher, Erben, Young

Vascular and Endovascular Surgery | October 31, 2025 | Volume: 60 | Issue: 4 | Pages: 297-308

10.1177/15385744251395118 | PMID 41172539 Get It

Objective To evaluate outcomes in patients with type 2 endoleak (T2E) and the impact of treatment outside the device instructions for use (IFU). Methods This retrospective single-center study included abdominal aortic aneurysms (AAA) patients who underwent EVAR (2011- 2024). Primary outcomes were 30-day and mid-term complications, reintervention, and mortality by T2E status. Propensity score matching was applied and secondary analysis stratified outcomes by IFU compliance, comparing within ( in IFU) or outside( out IFU) IFU in each T2E group. Results Among 154 EVAR patients (137 men (89.1%) and 17 women (11.0%); mean age 77.5 ± 7.6 years), 77 were T2E(−), and 77 were T2E(+). Baseline characteristics were similar. Thirty-day complications were comparable (T2E(−): 5, 6.4% vs T2E(+): 2, 2.56%, P = 0.72). The mean follow-up duration was 2.7 ± 2.4 years. Sac diameter change (Δ) decreased in the T2E(−) (7.7 ± 8.4 mm) and enlarged in the T2E(+) (1.79 ± 12.5 mm; P < 0.01). Mid-term graft-related complications (T2E(−): 3, 3.8% vs T2E(+): 49, 62.8%, P < 0.01) and reinterventions (T2E(−): 3, 3.8%, vs T2E(+): 20, 25.6% P < 0.01) were higher in the T2E(+) with no difference in mortality ( P = 1.00). These findings remained after excluding type 1 endoleaks. Among the T2E(+), those treated out IFU had longer hospital stays ( out IFU: 3.0 ± 2.8 days vs in IFU: 1.8 ± 2.0 days, P = 0.03), higher T1E ( out IFU: 3, 33.3% vs in IFU: 1, 4.34%, P < 0.01), higher rates of reintervention ( out IFU: 9, 100.0% vs in IFU:17; 24.6%, P < 0.01) and higher all-cause mortality than those within IFU criteria ( out IFU: 5, 55.0% vs in IFU: 13, 18.8%, P < 0.01). IFU status did not significantly affect outcomes in T2E(−) patients. Conclusions T2E is associated with sac growth and increased reinterventions, but not higher mortality. On subgroup analysis, those T2E(+) treated out IFU had longer hospitalizations, higher T1E rates, more reinterventions, and higher all-cause; but not aneurysmal-related mortality.
Uric Acid Microcrystal Injury as a Driver of CKD and PKD
Holznecht, Nickolas J., Strubl, Sebastian , Schimmel, Margaret, Glaser, Jason , Brown, Jared M. , Roncal-Jiménez, Carlos A. , Grundmann, Franziska , Mueller, Roman-Ulrich, Torres, Jacob A. , Messing, Melina , Arjune, Sita , Leiva, Ricardo A., Johnson, Richard J. , Harris, Peter C. , Weimbs, Thomas

Journal of the American Society of Nephrology | October 23, 2025 | Volume: 36 | Issue: 10S | Pages: No page available

10.1681/asn.2025kt1envw2 Get It

Abstract FR435: Artificial Intelligence-Enhanced Electrocardiography for the Detection and Prediction of Arterial Hypertension: A Systematic Review
Baez, Daniel Banegas, Silva-Jiménez, Sashenka , Torres, Abigail Via y Rada, Narváes, Doménica, Quintana, Lynn, Rios-Garcia, Alondra A. , Baez, Daniel Banegas, Rios-García, Wagner , Torres, Abigail Via y Rada, Quintana, Lynn, Arriola‐Montenegro, Jose , Suarez, Maria Lourdes Gonzalez

Hypertension | October 16, 2025 | Volume: 82 | Issue: Suppl_1 | Pages: No page available

10.1161/hyp.82.suppl_1.fr435 Get It

Background: Early detection and prediction of arterial hypertension (HTN) are vital to reduce cardiovascular morbidity and mortality. AI has enhanced ECG diagnostic capabilities, enabling detection of latent cardiovascular abnormalities. Aims: This systematic review evaluates current evidence on AI-enhanced ECG for detection and prediction of HTN in in both clinical and subclinical populations. Methods: A search was conducted on April 28, 2025, in PubMed, Scopus, and Web of Science. Gray literature and study reference lists, plus the first 10 pages of Google Scholar, were screened. The review followed PRISMA 2020 guidelines. Bias risk was assessed using PROBAST (for prediction models) and QUADAS-2 (for diagnostic studies). Two reviewers independently performed study selection and data extraction after pilot training. Results: A total of 26 studies were included: 16 focused on detection and 10 on prediction of HTN using AI-enhanced ECG. Overall, 96% reported successful outcomes, underscoring the strong diagnostic and prognostic potential of this approach. Among detection studies, 94% successfully identified hypertensive individuals, classified blood pressure (BP) levels, or evaluated cardiovascular risk. Most were retrospective in design (75%), with internal validation in 44% and external validation in 19%. Sample sizes ranged from 100 to over 120,000, including healthy and cardiovascular patients. Commonly used algorithms included deep Learning, random forest, and ensemble methods, often using single-lead ECG data, highlighting the feasibility of wearable technologies. QUADAS-2 identified 56% of studies had low risk of bias. All prediction studies achieved accurate estimation of systolic/diastolic BP or predicted future HTN onset. Designs were 40% experimental and 50% retrospective. All studies reported internal validation, and 50% included external validation. AI models such as CNNs, ResNet-LSTM, and U-Net were used across clinical and community-based populations, with follow-up periods of up to 6.8 years. Populations were predominantly normotensive or mixed. PROBAST assessments showed 60% low and 40% moderate risk of bias. Conclusion: AI-enhanced ECG is a promising, non-invasive tool for early detection and prediction of HTN. However, external validation and clinical trials are needed to support integration and generalizability.