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1031 citation(s) found for "Xu, Clark".

Criterion and convergent validity of plasma biomarkers in early‐onset Alzheimer's disease: Initial findings from LEADS
Hammers, Dustin B., Polsinelli, Angelina, Eloyan, Ani, Taurone, Alexander, Thangarajah, Maryanne, Foroud, Tatiana, Gao, Sujuan, Beckett, Laurel, Joie, Renaud La, Touroutoglou, Alexandra, Vemuri, Prashanthi, Zetterberg, Henrik, Blennow, Kaj, Nemes, Sára , Костадинова, Ралица, Aisen, Paul, Nudelman, Kelly N., Kirby, Kala, Atri, Alireza, Clark, David, Day, Gregory S., Duara, Ranjan, Graff‐Radford, Neill R., Grant, Ian, Honig, Lawrence S., Johnson, Erik C. B., Jones, David T., Masdeu, Joseph C., Mendez, Mario F., Parand, Leila, Womack, Kyle, Musiek, Erik, Onyike, Chiadi U., Riddle, Meghan, Rogalskı, Emily , Salloway, Stephen, Sha, Sharon J., Turner, Raymond Scott, Wingo, Thomas S., Wolk, David A., Carrillo, Maria C., Rabinovici, Gil D., Dickerson, Bradford C., Dage, Jeffrey L., Apostolova, Liana G., Carrillo, María C. , Rabinovici, Gil D. , Joie, Renaud La , Polsinelli, Angelina J. , La Joie, Renaud , Rabinovici, Gil D , Hammers, Dustin B , Eloyan, Ani , Taurone, Alexander, Thangarajah, Maryanne, Foroud, Tatiana , Gao, Sujuan , Beckett, Laurel , Touroutoglou, Alexandra , Vemuri, Prashanthi , Zetterberg, Henrik , Blennow, Kaj , Kostadinova, Ralitsa, Aisen, Paul , Nudelman, Kelly , Kirby, Kala, Atri, Alireza , Clark, David, Day, Gregory S. , Duara, Ranjan , Graff‐Radford, Neill R. , Honig, Lawrence S. , Johnson, Erik C. B. , Jones, David T. , Masdeu, Joseph C , Mendez, Mario F. , Womack, Kyle , Musiek, Erik , Onyike, Chiadi U. , Riddle, Meghan , Salloway, Stephen , Sha, Sharon J. , Turner, Raymond Scott , Wingo, Thomas S , Wolk, David A. , Dickerson, Bradford Clark , Dage, Jeffrey L. , Apostolova, Liana G.

Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring | May 4, 2026 | Volume: 18 | Issue: 2 | Pages: No page available

10.1002/dad2.70342 | PMID 42088846 Get It

Abstract INTRODUCTION : Despite expanding use of plasma biomarkers for Alzheimer's disease (AD), minimal examination has been undertaken in early‐onset AD (EOAD). Prior analyses assessed criterion and convergent validity of common plasma biomarkers in a well‐characterized sample with sporadic EOAD. METHODS : Plasma amyloid beta (Aβ) 42/40, tau phosphorylated at threonine 231 (p‐tau231), glial fibrillary acidic protein (GFAP), and neurofilament light change (NfL) levels were obtained for 189 EOAD, 52 early‐onset non‐AD (EOnonAD), and 83 cognitively normal (CN) participants. Diagnostic group differences, convergence with imaging biomarkers, and the capacity to predict specific cognitive domains were investigated. RESULTS : After controlling for cognitive status, EOAD participants exhibited more pathologic levels of Aβ42/40, p‐tau231, and GFAP relative to EOnonAD participants. However, NfL displayed the greatest sensitivity to non‐amnestic cognitive impairment across the sample. DISCUSSION : These results establish criterion and convergent validity of plasma biomarkers in sporadic EOAD and highlight complementary roles that AD‐specific and non‐specific plasma markers may play across the course of AD care.
Automated Imaging Differentiation for Dementia
Chen, Robin , Chiu, Shannon , DeSimone, Jesse C. , Barmpoutis, Angelos , McMillan, Corey T. , Radhakrishnan, Hamsanandini , Irwin, David J. , Clark, Lyles , Vaillancourt, David E. , Irwin, David J , McMillan, Corey T , Wang, Wei , Kantarci, Kejal , Boeve, Bradley F.

Neurology Open Access | April 13, 2026 | Volume: 2 | Issue: 2 | Pages: No page available

10.1212/wn9.0000000000000093 Get It

Social network intervention for cardiovascular risk reduction among Hispanic and Somali adults: a cluster randomized trial
Molina, Luz, Goodson, Miriam, Capetillo, Graciela Porraz, Osman, Ahmed, Ahmed, Yahye, Nur, Omar, Iteghete, Sheila, Dirie, Hana, Clark, Matthew M. , Njeru, Jane W. , Pardo, Laura Suarez, Zeratsky, Katherine, Rieck, Thomas, Herrin, Jeph, Wieland, Mark L. , Molina, Luz, Goodson, Miriam, Ahmed, Yahye, Lohr, Abby M. , Patten, Christi A. , Zeratsky, Katherine, Rieck, Thomas , Herrin, Jeph , Valente, Thomas William , Sia, Irene G.

Annals of Behavioral Medicine | April 13, 2026 | Volume: 60 | Issue: 1 | Pages: No page available

10.1093/abm/kaag020 Get It

Abstract Background Immigrants to the United States often face challenges from limited healthcare access and less healthy environments which contribute to rising obesity and cardiovascular risk. Purpose To assess the feasibility and effectiveness of a community-based social network intervention for cardiovascular risk reduction among Hispanic and Somali adults. Methods A social network-informed, community-based participatory research-derived health promotion intervention was delivered by Hispanic and Somali lay health promoters (HPs) to members of their social networks over 1 year (12 biweekly sessions in months 0-6; 12 biweekly check-ins in months 7-12). Using a closed-cohort stepped wedge cluster randomized design, social networks were randomly assigned to receive the intervention immediately or after a delay of 1 year. Measurements at baseline, 6 months, and 12 months were derived from 6 of the American Heart Association’s “Life’s Simple 7”: BMI, blood pressure, fasting glucose, cholesterol, physical activity and dietary quality (range 0-12, with higher values indicating lower cardiovascular risk). Waist circumference and proportion of participants who achieved >5% body weight loss were also assessed. Results Four hundred seventy-five participants were enrolled among 51 HPs (29 Hispanic; 22 Somali). There was a statistically significant improvement in cardiovascular risk in the intervention group (n = 246) compared with controls (n = 229) at 6 months (0.4 [1.8] vs. −0.1 [1.7]; P = .03) that was not sustained at 12 months (0.5 [1.9] vs. 0.3 [1.8]; P = .38). There was a statistically significant higher proportion of participants who lost >5% of body weight in the intervention group compared with controls at 12 months (37% [15] vs. 18% [7.9]; P = .02). Reductions in weight and waist circumference in the intervention group compared with controls did not achieve statistical significance. Conclusion A social network intervention, delivered by lay HPs was feasible and resulted in a modest improvement of cardiovascular risk and clinically significant weight loss. Clinical Trial Identification Number NCT05136339.
From lab to ocean: bridging swimming energetics and wild movements to understand red drum ( Sciaenops ocellatus ) behavior in a tidal estuary
Gibbs, Brendan J. , Morgan, Clark , Liao, James C., Liao, J. C. , Liao, James C , Gibbs, Brendan J. , Strother, James A. , Morgan, C. R., Pinton, Daniele , Canestrelli, Alberto

No container title available | April 7, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.64898/2026.04.03.716345 Get It

Abstract Understanding how fish navigate complex natural environments requires bridging fine-scale biomechanics with ecological behavior. We investigated the volitional movement and energetics of wild red drum ( Sciaenops ocellatus ) across laboratory, mesocosm, and field settings. Using flow-respirometry, we quantified metabolic costs and swimming kinematics under ecologically relevant flow conditions shaped by bluff bodies mimicking mangrove roots and oyster mounds. Fish swimming in turbulent wakes exhibited reduced oxygen consumption and altered tailbeat dynamics, especially at high flow speeds. In a large outdoor mesocosm, dual accelerometers revealed a rich behavioral repertoire, including maneuvering and rest, which is not easily observable in confined lab settings. Spectral analysis and clustering identified eight distinct locomotory states, highlighting the limitations of summed acceleration metrics. Field telemetry tracked wild red drum across a 54 km estuarine corridor for a three-year period through an array of 36 acoustic receivers, revealing movement patterns shaped by tidal flow and physical habitats. Hydrodynamic modeling revealed that while laboratory trials demonstrated substantial energetic savings at high flows (approaching 100 cm/s), wild fish were detected predominantly in low-velocity microhabitats (<30 cm/s) near structurally complex features. This mismatch suggests that habitat selection is an adaptive strategy driven by ecological factors such as foraging opportunities, predation refuge, and site fidelity, rather than hydrodynamic efficiency alone. Our multi-scalar approach demonstrates that while flow-structure interactions can reduce locomotor costs for fish, habitat use in the wild reflects broader ecological constraints, offering a framework for integrating biomechanics, physiology, and ecology in conservation-relevant contexts.
A Response to Mailend et al.: Refined Operational Definitions for the Apraxia of Speech Rating Scale
Duffy, Joseph R. , Utianski, Rene L. , Clark, Heather M. , Strand, Edythe A , Clark, Heather M , Utianski, Rene L , Duffy, Joseph R

American Journal of Speech-Language Pathology | April 6, 2026 | Volume: 35 | Issue: 4 | Pages: 1902-1904

10.1044/2025_ajslp-25-00318 | PMID 41941529 Get It

Purpose: This letter addresses a recent paper by Mailend et al. (2025) that expressed concerns about the Apraxia of Speech Rating Scale (ASRS) and offered guidelines and definitions regarding its principles, scale labels, item definitions, and scoring procedures, including the addition of new items to the scale. The primary purpose of this letter is to clarify the uncertainty that other users of the scale may have about whether the current ASRS version (ASRS 3.5; Duffy et al., 2023) should be altered to include the numerous proposed revisions. It provides examples of proposed revisions that, in our judgment, are helpful, redundant, questionable or premature, or are misaligned with the primary purposes of the scale. Conclusions: Some of the proposed revisions to the ASRS are helpful and likely to improve reliability by reducing user uncertainty about ratings. Others are questionable or premature without supporting data or are not aligned with the primary purposes of the scale.
Antibiotic Prophylaxis in Dermatologic Surgery: Advisory Statement 2025 (APDSAS 2025)
Campbell, Elliott, Virk, Abinash, Lohman, Mary E. , Otley, Clark C. , Lessard, Sarah , Otley, Clark, Campbell, Elliott H. , Virk, Abinash

Dermatologic Surgery | April 6, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1097/dss.0000000000005056 | PMID 41940644 Get It

BACKGROUND Guidelines and evidence related to antibiotic prophylaxis in dermatologic surgery have evolved since the authors' previously published advisory statement. OBJECTIVE To provide an updated advisory statement on antibiotic prophylaxis in dermatologic surgery as guided by updated recommendations from the American Heart Association and the American Dental Association with the American Academy of Orthopaedic Surgeons guidelines. METHODS A structured literature review was performed. A multidisciplinary team of specialists from dermatologic surgery, infectious diseases, and pharmacy were convened to review up-to-date data and develop updated comprehensive evidence-based recommendations. RESULTS Consistent with the previous advisory statement, prophylactic antibiotics are recommended for patients with high-risk cardiac or prosthetic joint conditions, when the dermatologic surgical site is infected or if the procedure breaches the mucosa. Significant changes were made for prophylaxis of surgical site infection. Updated recommendations were made regarding antibiotic selection in penicillin-allergic patients and intraoperative use of intraincisional clindamycin in the local anesthetic. LIMITATIONS Reviewed data are predominantly limited to retrospective data. CONCLUSION Recommendations regarding antibiotic prophylaxis around dermatologic surgery are evolving as new data and practices are introduced. The 2025 advisory statement provides the latest recommendations for appropriate use of antibiotic prophylaxis in dermatologic surgery.
Is combined gluteus maximus and tensor fascia latae transfer for irreparable hip abductor tears superior to gluteus maximus transfer alone? A systematic review and meta-analysis
Clark, Sean C. , Lee, Seungjun , Hevesi, Mario, Sierra, Rafael J. , Sierra, Rafael J , Thomas, Terence L. , Hevesi, Mario , Goh, Graham Seow-Hng

HIP International | April 4, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1177/11207000261425168 | PMID 41934207 Get It

Background: Chronic hip abductor insufficiency remains a challenging problem to treat and can result in significant disability in some patients. Tendon transfers involving the gluteus maximus (GM) or combined GM with tensor fascia latae (GM+TFL) are common options for surgical reconstruction. The purpose of this systematic review was to compare clinical outcomes, complications, and revisions rates of patients who underwent GM transfer or GM+TFL transfer for irreparable hip abductor tears. Methods: PubMed (MEDLINE), Scopus (EMBASE, MEDLINE, COMPENDEX), and Cochrane databases were used to conduct a systematic review of articles from inception to February 2025. A total of 18 studies were included (11 GM transfer, 7 GM+TFL transfer). Demographics, hip setting (native hip, primary total hip arthroplasty [THA], revision THA), patient-reported outcome measures, presence of Trendelenburg gait, abduction strength, complication rates, and revision rates were analysed. Results: A total of 207 patients (208 hips) underwent GM transfer, while 55 patients (55 hips) underwent GM+TFL transfer. Meta-analyses demonstrated that both techniques yielded significant preoperative to postoperative improvements in modified Harris Hip Scores/Harris Hip Scores and Visual Analogue Scale pain scores ( p < 0.001). In total, 33.9% of patients who underwent GM transfer had a persistent Trendelenburg gait postoperatively, compared to 48.1% of those who underwent GM+TFL transfer. The complication rate was 16.8% (23/137) for patients who underwent GM transfer and 2.7% (1/37) for those who underwent GM+TFL transfer; while revision rates were 5.9% (9/152) and 3.6% (2/55), respectively. Conclusions: Both GM and GM+TFL transfers yielded comparable outcomes in patients with chronic hip abductor insufficiency not amendable to primary repair. The complication rate was substantially higher in patients who underwent GM transfer, whereas revision rates were comparably low for both techniques. In particular, a sizeable proportion of patients continued to exhibit a persistent Trendelenburg gait postoperatively following both surgical techniques, highlighting the complexity of this pathology. PROSPERO registration number: CRD420251002466
Development of a standard definition of ‘no-option’ and ‘poor-option’ for revascularization in chronic limb-threatening ischemia
Fabiani, Mario Alejandro , Berg, Jos C van den, Torre, Oscar A De la, Verastegui, Alfredo , Dua, Anahita, Alexandrescu, Vlad Adrian, Baadh, Amanjit S. , Bahaa, Nasr, Carvajal, Juan Guillermo Barrera, Beasley, Robert , Bisdas, Theodosios, Blessing, Erwin , Bonvini, Stefano, Brodmann, Marianne, Cabral, Gonçalo, Cancellieri, Roberto, Casini, Andrea , Chandra, Venita , Chisci, Emiliano, Chohan, Omar, Choke, Edward, Chong, Patrick, Clerici, Giacomo , Coscas, Raphaël, Costantino, Del Giudice, D'Oria, Mario, Davies, Robert, Donato, Gianmarco de , Vries, Jean-Paul de , Río-Solá, M.L. del, Deloose, Koen , Dhand, Sabeen , Díaz-Sandoval, Larry J, Falcone, Gianmarco , Fanelli, Fabrizio , Cardona, Lucas Ferrer, Garg, Karan, Giuffrida, Stefania, Gouëffic, Yann, Goverde, Peter , Henao, Esteban, Vegas, Diego Jorge Herrera, Hinchliffe, Robert, Hoballah, Jamal J. , Howard, Dominic, Huasen, Bella , Iida, Osamu, Katsanos, Konstantinos, Kolh, Philippe, Korosoglou, Grigorios, Lecis, Alexandre, Leopoldo, Marine, Lessne, Mark L. , Lichtenberg, Michael, Lobato, Marta , Loreni, Giorgio, Madassery, Kumar, Manzi, Marco, Maene, Lieven, Maresch, Martin, Trabal, Jorge Martinez, Mathews, S Jay, Michael, Siah, J, Bosiers Michel, Migliara, Bruno , Mills, Joseph, Miserlis, Dimitrios , Montero-Baker, Miguel, Alvarez, Luis Morelli, Morgan, Robert Anthony, Mouawad, Nicolas, Moxey, Paul, Antonio, Jose, Nakama, Tatsuya , Neville, Richard, Noronen, Katariina , Palena, Mariano, Parikh, Sahil, Parlani, Gianbattista, Pasqui, Edoardo , Patel, Rafiuddin, Patel, Ashish, Perkov, Dražen , Portou, Mark James, Langhoff, Ralf , Reijnen, Michel Marinus Petrus Johannes, Roy, Trisha , Ruffino, Maria Antonella , Gúzman, Tania Sáez, Sakr, Ahmed, Santini-Domínguez, Rafael , Schmidt, Andrej, Schneider, Peter, Sheorain, Virendersingh K, Siracuse, Jeffrey, Sirvent, Marc , Sommerset, Jill , Spiliopoulos, Stavros, Spinelli, Alessio , Stavroulakis, Konstantinos, Taneva, Gergana T, Teso, Desarom , Thomas, Shannon, Torsello, Giovanni, Tummala, Venkat, Tummala, Srinivas, Twine, Christopher, Uberoi, Raman, Heuvel, Daniel Van den, Varcoe, Ramon Lee, Serrano, José Francisco Vargas, Céniga, Melina Vega de, Venermo, Maarit, Vijaynagar, Badri, Stempel, Conrad von , Voûte, Michiel Thomas, Watts, Mine, Zaefferer, Patricio, Zayed, Hany , Zeebregts, Clark J, Zola, N'Dandu, Mills, Joseph L. , Torre, O. , Verastegui, Alfredo , de la Torre, Oscar , Fabiani, Mario Alejandro , Berg, Jos C. van den , Dua, Anahita , Nasr, Bahaa , Biasi, Lukla , Bisdas, Theodosios , Brodmann, Marianne , Cabral, Gonçalo , Caradu, Caroline , Casini, Andrea , Chisci, Emiliano , Choke, E, Chong, Patrick L.E., Cioppa, Angelo , Coscas, Raphaël , Giudice, Costantino Del , D'Oria, Mario , Peruyera, Pablo Del Canto , Διαμαντόπουλος, Αθανάσιος , Díaz‐Sandoval, Larry J. , Dick, Florian , Fazzini, Stefano , Ferrer, Lucas M. , Fujihara, Masahiko , Garg, Karan , Garriboli, Luca , Genovese, Elizabeth A. , Gifford, Edward D. , Gouëffic, Yann , Gupta, Prem Chand , Vegas, Diego Herrera , Hinchliffe, Robert J. , Holden, Andrew Hugh , Isernia, Giacomo , Kolh, Philippe H. , Korosoglou, Grigorios , Krokidis, Miltiadis E. , Lichtenberg, Michael, Loureiro, Luís , Mathews, S. Jay , Bosiers, Michel Joseph , Morosetti, Daniele , Mouawad, Nicolas J. , Moxey, Paul, Neville, Richard, Palena, Luis Mariano , Parikh, Sahil, Parlani, Gianbattista, Patel, Rafiuddin, Patrone, Lorenzo , Portou, Mark J. , Pratesi, Giovanni , Rammos, Christos , Reijnen, Michel M.P.J. , Sakr, Ahmed , Schneider, Peter A. , Secemsky, Eric A. , Sheorain, Virendersingh K, Simonte, Gioele , Spiliοpoulos, Stavros , Stavroulakis, Konstantinos , Steiner, Sabine , Taneva, Gergana T. , Torsello, Giovanni , Troisi, Nicola , Twine, Christopher P. , Uberoi, Raman , Ucci, Alessandro , Heuvel, Daniel van den, Varcoe, Ramon Lee , Venermo, Maarit A. , Voûte, Michiel T., Ysa, August , Zeebregts, Clark J. , Zeller, Thomas , N'Dandu, Zola M.

British Journal of Surgery | April 3, 2026 | Volume: 113 | Issue: 4 | Pages: No page available

10.1093/bjs/znag040 | PMID 41941595 Get It

Abstract Introduction Revascularization to prevent limb loss is not feasible or represents a very high risk in a significant proportion of patients with chronic limb-threatening ischaemia (CLTI). No standard definition currently exists to define this population of patients. The aim of this study was to develop a consensus-based, multidomain definition to improve clinical assessment and reporting of studies in people with ‘no option’ (NO) or ‘poor option’ (PO) CLTI. Methods A modified Delphi process was conducted with 164 specialists from 30 countries. Two iterative survey rounds were used to reach consensus, defined as ≥70% agreement with a score of ≥7 on a nine-point scale. Results Some 164 international vascular specialists participated in the study, averaging 19 years of experience. A multidomain framework including arterial disease anatomy, biology, risk, function, and context (ABRFC) achieved 83% consensus. A ‘desert foot’ was defined as the absence of distal arterial revascularization targets on advanced non-invasive imaging, invasive digital subtraction angiography, and at least one failed endovascular revascularization attempt (81.6% agreement). Inadequate autogenous bypass conduit was defined as the lack of usable autologous vein across all four limbs (85% agreement). Patients were classified as NO for revascularization if they present with ‘desert foot’, prohibitive medical risk, a non-functional limb, or in those patients who refused arterial revascularization. PO revascularization patients combined factors such as severe infection, lack of autologous vein, or treatment non-compliance (72.1% agreement). Conclusion This consensus study established a structured, expert-validated definition of no option or poor option for revascularisation of patients with CLTI. The multidomain ABRFC framework provides a foundation for standardized clinical assessment, trial design, and future guideline development.
Abstract 6875: Mapping convergent neurodegenerative and oncogenic pathways in ALS using a multi-scale knowledge-graph framework.
Xu, Clark, Xu, Clark , Alevizos, Vasileios , Edralin, Sabrina , Papakostas, George A. , Yue, Zongliang

Cancer Research | April 3, 2026 | Volume: 86 | Issue: 7_Supplement | Pages: 6875-6875

10.1158/1538-7445.am2026-6875 Get It

Abstract Amyotrophic lateral sclerosis (ALS) affects approximately 1.5 per 100,000 person-years in the United States, with a point prevalence of 3.8-5.6 per 100,000. ALS arises from the intersection of diverse pathogenic mechanisms spanning genetic mutations (C9orf72, SOD1, FUS, TARDBP), protein misfolding, RNA-metabolism defects, nucleocytoplasmic transport failure, prion-like propagation, mitochondrial dysfunction, and neuroinflammation. Increasing evidence from plasma proteomics and machine-learning studies indicates that these perturbations emerge years prior to clinical onset, highlighting an urgent need for mechanistically grounded patient stratification. At the same time, epidemiologic and molecular studies suggest unexpected parallels between ALS and cancer—including dysregulated DNA-damage responses, cell-cycle control, metabolic rewiring, and aberrant immune signaling—yet these cross-disease links remain fragmented and poorly mapped. We developed a multi-scale ALS-cancer knowledge graph integrating genetic, transcriptomic, proteomic, neuropathological, and longitudinal clinical datasets. Knowledge-graph completion approaches, including link prediction, graph embeddings, and embedding-based reasoning, were applied to infer missing edges and reveal latent modules connecting ALS-associated genetic lesions to oncogenic pathways implicated in genome instability, altered proliferation, metabolic remodeling, and immune dysregulation. This approach enables systematic interrogation of shared molecular programs across ALS and cancer, exposing under-characterized immune, metabolic, and axonal-transport circuits whose dual roles have been suggested but never comprehensively mapped. Predicted associations were evaluated using enrichment for established ALS genes, overlap with curated oncogenic and neurodegenerative pathways, and their ability to stratify patients by site of onset, progression rate, and biomarker signatures. These analyses generated patient-specific pathway fingerprints that (i) resolve dominant biological mechanisms across clinical subgroups, (ii) illuminate mechanistic intersections between neurodegeneration and malignancy, and (iii) prioritize repurposed oncology targets with potential relevance to ALS. This knowledge-graph framework provides a scalable and mechanistically informed strategy for classifying ALS patients, uncovering ALS-cancer pathway convergence, and supporting targeted therapeutic discovery across traditionally siloed disease domains. Citation Format: Vasileios Alevizos, Sabrina Edralin, Clark Xu, George A. Papakostas, Zongliang Yue. Mapping convergent neurodegenerative and oncogenic pathways in ALS using a multi-scale knowledge-graph framework [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2026; Part 1 (Regular Abstracts); 2026 Apr 17-22; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2026;86(7 Suppl):Abstract nr 6875.
BSO-AD: An Ontology for Representing and Harmonizing Behavioral Social Knowledge in ADRD
Li, Haifang , Yu, Yue, Bhandarkar, Avanti , Kumar, Rakesh, Clark, Isaac Heath, Hu, Yutong , Cao, Weiguo, Zhao, Na, LI, FANG, Tao, Cui, Tao, Cui , Li, Fang , Clark, Isaac H, Li, Fang , Tao, Cui , Cao, Weiguo

No container title available | April 1, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.64898/2026.03.30.26349756 | PMID 41959815 Get It

ABSTRACT Behavioral and social factors (BSFs) substantially influence the risk, onset, and progression of Alzheimer’s disease and related dementias (ADRD), yet BSF-related knowledge remains scattered across heterogeneous sources, posing critical challenges for data harmonization and evidence synthesis. To address this gap, we present the B ehavioral S ocial Data and Knowledge O ntology for AD RD (BSO-AD), a FAIR-compliant semantic resource for representing and harmonizing BSFs and ADRD-related knowledge. BSO-AD was developed following established ontology design principles with reuse of existing ontologies and controlled terminologies, including the Social Determinants of Health Ontology, Drug Repurposing-Oriented Alzheimer’s Disease Ontology, AD-Onto, ICD-9-CM, and ICD-10-CM. Relationships between BSFs and ADRD were derived through literature mining. BSO-AD contains 1,690 classes, 152 object properties, 49 data properties, and 40 annotation properties. Ontology evaluation through Hootation-based domain expert review and a scalable LLM-assisted ontology assessment framework demonstrated high domain coverage and strong semantic coherence. BSO-AD provides a semantic foundation for data harmonization and knowledge integration in BSF-related ADRD research, while the LLM-assisted evaluation framework supports scalable and automated ontology assessment.