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4793 citation(s) found for "Yu, Jennifer".

Multimodel Diffusion MRI Signatures in Atypical Parkinsonian Disorders
Tian, Yuqi, Ali, Farwa, Machulda, Mary M. , Lowe, Val. J., Josephs, Keith A. , Whitwell, Jennifer L. , Tian, Yuqi , Machulda, Mary M , Ali, Farwa , Lowe, Val J.

Human Brain Mapping | July 24, 2026 | Volume: 47 | Issue: 11 | Pages: No page available

10.1002/hbm.70616 | PMID 42495865 Get It

ABSTRACT Distinguishing atypical parkinsonian disorders (APS) from Parkinson's disease (PD) remains challenging due to overlapping clinical features, yet accurate differentiation is critical for prognosis and treatment. Here, we employed multimodel diffusion MRI (dMRI) analysis to characterize microstructural alterations across corticobasal syndrome (CBS), progressive supranuclear palsy‐Richardson syndrome (PSP‐RS), and PD, with the aim of identifying which dMRI model and regional metrics show the strongest group‐level separation. We analyzed 25 CBS, 42 PSP‐RS, and 21 PD participants compared to 35 age and sex‐matched controls. Using a clinically feasible 3‐shell high angular resolution diffusion imaging (HARDI) protocol, we applied 11 metrics from five complementary dMRI models—diffusion tensor imaging (DTI), free‐water‐eliminated model of DTI (FWE), neurite orientation dispersion and density imaging (NODDI), tissue‐weighted NODDI, and fixel density (FD) in fixel‐based analysis (FBA)—to comprehensively assess regional white and gray matter integrity. Group differentiation was quantified using covariate‐adjusted Cohen's d effect sizes and spearman correlations were assessed between dMRI metrics and clinical scales. Distinct microstructural signatures were observed across disorders, and the sensitivity of the dMRI models differed. In group contrasts, DTI and NODDI‐derived metrics consistently captured the strongest effects in midbrain and peduncular pathways for PSP‐RS, whereas precentral and corticospinal alterations in CBS were most prominent using NODDI and FBA measures. Free‐water‐corrected metrics showed attenuated group differences. Across clinical‐diffusion analyses, NODDI metrics exhibited the most robust associations with disease severity, while DTI and FWE measures detected more limited, regionally constrained effects. Together, these findings highlight complementary yet distinct sensitivities of tensor, free‐water, multicompartment, and fixel‐based models to APS‐related neurodegeneration.
Resting Metabolic Rate in Collegiate Male Wrestlers: Cross-validation and Development of Prediction Equations
Dobbs, Ward C. , Magee, Meghan K., Ja, Fields, Sims, Jesse N. L., Saine, Noelle D., Jones, Margaret T., Jagim, Andrew R. , Fields, Jennifer B.

Medicine & Science in Sports & Exercise | July 23, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1249/mss.0000000000004071 | PMID 42492233 Get It

Purpose: The purpose of the current study was to cross-validate previously developed RMR prediction equations using laboratory measurements of RMR as a criterion. Methods: National Collegiate Athletic Association (NCAA) Division I (n = 60) and III (n = 113) male wrestlers participated in the current study (n = 173; Age: 19.6 ± 1.5 yrs.; Height: 176.3 ± 6.3 cm; Weight: 76.6 ± 10.9 kg; Body Fat: 11.4 ± 3.0%). Indirect calorimetry was used to measure RMR and Skinfold thickness was used to estimate body fat percentage (BF%) during the preseason period under standardized dress (underwear only), fasting, and resting conditions. Results: Mean measured RMR was 2102±341 kcal·d −1 . All body mass-based RMR prediction equations significantly underestimated the measured RMR, with the exception of the Jagim and Schofield equations. The Tinsley fat-free mass (FFM) equation and the Cunningham equation had the lowest constant error (CE) values when compared to measured RMR (mean bias ± standard error: 80 ± 20 kcal and 126 ± 20 kcal·d −1 , respectively). Linear regression indicated the Tinsley FFM (R 2 = 0.422, RMSE = 279 kcals, %RMSE = 13.3%), and Cunningham FFM equations had the closest agreement to measured RMR (R 2 = 0.422, RMSE = 301 kcals, %RMSE = 14.3%), along with the Jagim equation for a body mass-based prediction equation (R 2 = 0.377, RMSE = 338 kcals, %RMSE = 16.1%). The standard error of the estimate (SEE) ranged from 260 to 272 kcal·day −1 across equations. Coefficients of determination (R 2 ) ranged from 37% to 42%. The new body mass and FFM-based equations exhibited good agreement based on the CE (26 and -13 kcal·day −1 ), RMSE (274 and 252 kcal·day −1 ), respectively. Conclusions: The newly developed equations demonstrated mean bias <2% of measured RMR.
Characteristics of Gender-Diverse Patients With Breast Cancer
Cortina, Chandler S., Brazauskas, Ruta , Flanagan, Meghan R., Dill, Ellen D., Joseph, Kathe-Ann P., Trifonov, Alexandr , Kim, Esther A. , Kantor, Olga, Barmettler, Gabi , Rosenberger, Laura H., Jordan, Sumanas W., Perez, Megan M. , Jimenez, Rachel B., Smart, Alicia , Walker, J C, Lautner, Meeghan A., Siegel, Emily L., Brabender, Danielle , Al-Hilli, Zahraa, Cassidy, Michael R., Weiss, Anna, McCaffrey, Rachel L., Lee, M Catherine, Kaoutzanis, Christodoulos, Nguyen, Khoa N., Son, Jennifer D., Williams, Austin D., Madrigrano, Andrea, McLaughlin, Sarah A., Stolley, Melinda, Cortina, Chandler S. , Flanagan, Meghan R. , Mukhtar, Rita A. , Kantor, Olga , Rezak, Kristen M. , Rosenberger, Laura H. , Jimenez, Rachel , Kopkash, Katherine A. , Hughes, Tasha M. , Walker, Jasmine C. , Lautner, Meeghan Ann, Siegel, Emily , Al‐Hilli, Zahraa , Cassidy, Michael Ryan , Weiss, Anna, McCaffrey, Rachel Louise , Kaoutzanis, Christodoulos , Son, Jennifer D. , Williams, Austin David , Petroll, Andrew E. , Stolley, Melinda R.

JAMA Network Open | July 23, 2026 | Volume: 9 | Issue: 7 | Pages: e2624824

10.1001/jamanetworkopen.2026.24824 | PMID 42490110 Get It

Importance Limited granular data exist on breast cancer in transgender, nonbinary, and/or gender-diverse (TGD) individuals. Objective To describe patient demographic and tumor clinicopathological variables, clinically relevant risk factors, method of breast cancer detection, treatment characteristics, and locoregional outcomes and to estimate a 5-year breast cancer–specific survival (BCSS). Design, Setting, and Participants This cohort study obtained data on patients treated from 1990 to 2023 from 22 US academic medical centers using institutional databases, electronic medical records, and tumor registries. Included participants were TGD individuals 18 years or older with stage 0 to IV breast cancer. A comparative breast cancer cohort was selected from the 2016 to 2021 Surveillance, Epidemiology, and End Results Program (SEER) breast cancer dataset. Data were analyzed from January to October 2025. Exposure Breast cancer. Main Outcomes and Measures Estimated 5-year BCSS and locoregional recurrence rates. Wilcoxon rank sum and χ 2 tests were used to compare continuous and categorical variables. Kaplan-Meier analysis was used to estimate 5-year BCSS. Results A total of 112 TGD persons (median [IQR] age at diagnosis, 42.5 [36.5-51.0] years; 104 individuals [92.9%] were assigned female at birth) with breast cancer and 1 with bilateral disease were included in the analysis. Forty-three patients (38.4%) used gender-affirming hormone therapy before diagnosis. Among the entire cohort, 58 patients (51.8%) detected their own breast cancer, 68 (60.7%) had a familial breast cancer history, and 16 (14.3%) had a pathogenic germline variant. Tumors were predominantly hormone receptor positive (96 [85.7%]) and early stage (29 [25.7%] ductal carcinoma in situ [DCIS]; 51 [45.1%] stage I). The TGD cohort, compared with patients with breast cancer in the SEER dataset (N = 480 915), was younger (median [IQR] age, 42.5 [36.5-51.0] years vs 62.0 [52.0-72.0] years), had a higher proportion of persons assigned male at birth (8 [7.1%] vs 3522 [0.7%]), more often had progesterone receptor–positive disease (89 [79.5%] vs 335 491 [69.8%]), and presented with earlier-stage disease (eg, DCIS: 29 [25.9%] vs 79 604 [16.6%]). With a median (IQR) follow-up time for the TGD cohort of 38 (24-74) months, 5-year BCSS was favorable at 96.2% (95% CI, 85.3%-99.0%). Conclusions and Relevance This cohort study of TGD patients with breast cancer found that this population was young and often detected their own tumors via self-examination, suggesting opportunities to improve early detection through screening for individuals at elevated risk. Although short-term BCSS appeared favorable, prospective research is essential to define evidence-based guidelines and elucidate long-term outcomes.
Understanding Factors Contributing to Vitality in Older Adults: A Qualitative Descriptive Study
Logvinov, Ilana I. , Crook, Jennifer , Neff, Donna Felber , Tofthagen, Cindy, Loerzel, Victoria , Neff, Donna , Logvinov, Ilana , Tofthagen, Cindy

Geriatrics | July 23, 2026 | Volume: 11 | Issue: 4 | Pages: 93

10.3390/geriatrics11040093 | PMID 42644997 Get It

Background: By 2030, nearly one-quarter of the U.S. population will be over age 65, emphasizing the need to understand factors that promote healthy aging. Vitality is often reduced to physical indicators in clinical frameworks, overlooking its multidimensional nature. Methods: This qualitative descriptive study explored how independently living older adults define and experience vitality, focusing on physical, emotional, cognitive, and social dimensions. Guided by Self-Determination Theory, semi-structured interviews were conducted with 10 participants aged 61–83 years purposively recruited from community and faith-based settings in Northeast Florida. Results: Thematic analysis revealed four interconnected themes: (1) Make Adjustments, Keep Going; (2) Being Mentally Jubilant; (3) Bonds that Keep Me Going; and (4) Thriving Amid Uncertainty. Conclusions: Findings suggest that participants perceived vitality as a dynamic, multidimensional process shaped by adaptation, purpose, and connection rather than physical health alone. These insights underscore the need for holistic approaches to vitality assessment and interventions that support autonomy, competence, and relatedness in later life.
Molecular and Structural Basis of Pan-Resistance to BTK Degraders and Inhibitors
Sievers, Quinlan , Lu, Hao , Cool, Allison , Gajewski, Stefan , Kong, Tim , Noviski, Mark , Whelan, Sarah , Wang, Yuhan , Navarrete, Lizbeth Mendoza, Mi, Xiaoli , Mukerji, Ratul , Ye, Jordan , Rios, Mateo Sanchez Garcia de los, Bousquet, Hugo , Tan, Y. , Brathaban, Nivetha , Narasappa, Nell , Lu, Ya‐Wen , Elechko, Jennifer, Phelps, Christopher B., Sekeres, Samantha, Bravo, Eduardo , Alencar, Alvaro J. , Islam, Prioty , Mato, Anthony R. , Noviski, Mark A , Wang, Yuhan , Mendoza Navarrete, Lizbeth , Ficici, Emel , Mukerji, Ratul , Iuliano, James N , Ye, Jordan , Sanchez Garcia De Los Rios, Mateo , Bousquet, Hugo , Tan, May , Brathaban, Nivetha , Narasappa, Nell , Lu, Ya-Wen , Elechko, Jennifer , Maron, Maxim I , Phelps, Christopher B , Rahman, Jahan , Notti, Ryan Q , Sekeres, Samantha , Lamkin, Erica N , Bravo, Eduardo , Alencar, Alvaro J , Ewalt, Mark D , Islam, Prioty , Mato, Anthony , Roeker, Lindsey , Bhatt, Shruti , Taylor, Justin , Thompson, Meghan C , Hansen, Gwenn M , Abdel-Wahab, Omar , Lamkin, Erica , Ewalt, Mark D. , Roeker, Lindsey E. , Abdel‐Wahab, Omar

Cancer Discovery | July 22, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1158/2159-8290.cd-26-0251 | PMID 42484277 Get It

Abstract Early-phase clinical trials of Bruton’s tyrosine kinase (BTK) degraders have demonstrated efficacy in patients with BTK inhibitor-resistant chronic lymphocytic leukemia (CLL). How clinical resistance to BTK degraders arises is unknown. Here we sequenced serial CLL samples from patients enrolled in the phase I trials of zelebrudomide and bexobrutideg and observed recurrent expansion of preexisting BTK A428D mutations at relapse. Unlike previously studied BTK inhibitor resistance mutations, BTK A428D conferred pan-resistance to BTK inhibitors and degraders. In the absence of BTK-directed therapies, however, cells bearing BTK A428D exhibited a competitive disadvantage. A crystal structure of BTK A428D revealed that the mutant aspartate clashes with the adenine ring of ATP and the adenine-mimetic moiety of BTK inhibitors and degraders. Combining BTK degraders with venetoclax mitigated the expansion of BTK A428D. These results provide the molecular basis for clinical resistance to BTK degraders and will inform the development of next-generation BTK degrader therapies.
Rescue deep brain stimulation for recurrent essential tremor after ventral intermediate nucleus thalamotomy: illustrative cases
Perrault, Jennifer L , Goud, Aayush, Kamga, Lionel Fotso, Ranum, Jordan N , Yuon, Youngwon, Buyan‐Dent, Laura, Lake, Wendell , Goud, Aayush , Fotso Kamga, Lionel, Ranum, Jordan N , Buyan-Dent, Laura , Luu, Cuong P. , Suminski, Aaron J.

Journal of Neurosurgery: Case Lessons | July 22, 2026 | Volume: 12 | Issue: 3 | Pages: No page available

10.3171/case25955 | PMID 42475739 Get It

BACKGROUND Medication-refractory essential tremor (ET) patients who undergo MR-guided focused ultrasound or Gamma Knife thalamotomy may experience tremor recurrence, prompting rescue deep brain stimulation (DBS). Yet, the impact of prior ventral intermediate nucleus (VIM) lesioning on DBS targeting, microelectrode recording (MER), and stimulation programming remains uncertain. OBSERVATIONS The authors present 3 ET patients undergoing bilateral DBS for tremor recurrence after thalamotomy. Thalamotomy lesions showed depressed electrophysiological activity versus nonlesioned VIM on MER (p = 0.0397) and required smaller DBS charge density increases for tremor control, suggesting irreversible lesion effects despite tremor recurrence. Tremor recurrence correlated with lesion mislocation; specifically, ablations missed the central VIM (mean 1.8 mm) and decussating dentato-rubro-thalamic tract. For rescue DBS, ventral VIM stimulation yields the greatest tremor reduction, while central VIM stimulation balanced tremor control with adverse effects. LESSONS DBS is a safe, effective rescue treatment for failed thalamotomy without needing to retarget the prior lesion site. The authors advocate for prospective studies of initial DBS targeting 2 mm anterior to standard VIM coordinates, reducing intraoperative readjustment for central VIM stimulation; and initial thalamotomy targeting 1 mm anterior and 1.2–1.5 mm superior to standard coordinates for durable tremor control through ablation of both central and ventral VIM. https://thejns.org/doi/10.3171/CASE25955
Atezolizumab Plus Bevacizumab Versus Durvalumab Plus Tremelimumab for Advanced Hepatocellular Carcinoma: A Propensity-Score-Matched Analysis
Ailawadi, Sarina , Mehravar, Sepideh , Murphy, Jennifer E., Storandt, Michael H. , Mahipal, Amit , Mahipal, Amit

Biomedicines | July 21, 2026 | Volume: 14 | Issue: 7 | Pages: 1638

10.3390/biomedicines14071638 | PMID 42512110 Get It

Background: Atezolizumab plus bevacizumab (A + B) and durvalumab plus tremelimumab (D + T) are approved first-line systemic therapy options for advanced hepatocellular carcinoma (HCC), with no head-to-head comparison. In this propensity-matched analysis, we compared the survival of patients with advanced HCC who received either A + B or D + T therapy. Methods: Patients with advanced HCC who received A + B or D + T treatment in the first-line setting were identified using the TriNetX platform, a health research network that provides access to electronic health record data from 112 healthcare organizations. Propensity-score-matched (PSM) analysis was conducted, and the median overall survival (OS) was estimated using the Kaplan–Meier method. Results: We identified 2819 patients with HCC who were treated with A + B or D + T: 2031 patients received A + B and 788 received D + T. Compared to patients in the A + B cohort, those who received D + T were more likely to be older (median age: 68.4 vs. 66.9 years), have lower platelet counts (186.8 vs. 201.3), higher prevalence of hypoalbuminemia with levels < 2.7 g/dL (35.2% vs. 28.4%), higher prevalence of bilirubin levels between 2.0 and 2.9 mg/dL (28.8% vs. 23.8%), and decreased INR with levels between 0.0 and 1.6 (92.1% vs. 86.3%). After PSM, 1536 patients were included in the survival analyses, with all variables adequately matched. There was no significant difference in the median OS between those receiving A + B or D + T [16.3 vs. 22.5 months, hazard ratio (HR) 0.89, 95% confidence interval (CI) 0.76–1.0]. Higher rates of immune-mediated colitis were noted in the D + T group. Conclusions: Similar survival rates were observed among patients with advanced HCC who received A + B and D + T in the first-line setting. Our study suggests that both A + B and D + T are valid treatment options, and that therapy can be tailored based on comorbidities, adverse effects, and patient preferences.
Relationships of CSF biomarkers to cortical atrophy in early‐onset Alzheimer's disease
Touroutoglou, Alexandra, Katsumi, Yuta, Hensel, Jennifer, Schindler, Suzanne E., Ibanez, Laura, Brickhouse, Michael, Eloyan, Ani, Eckbo, Ryan, Zaitsev, Alexander, Joie, Renaud La, Thangarajah, Maryanne, Taurone, Alexander, Vemuri, Prashanthi, Jack, Clifford R., Hammers, Dustin B., Foroud, Tatiana, Aisen, P, Ls, Beckett, Koeppe, Robert, Kukull, Walter A., Toga, Arthur, ATRI, A, Db, Clark, Day, Gregory S., Duara, Ranjan, Graff‐Radford, Neill R., Grant, Ian M., Ls, Honig, Johnson, Erik C. B., Jones, David T., Masdeu, J C, Mf, Mendez, Musiek, Erik, Onyike, Chiadi U., Riddle, Meghan, Rogalski, Emily, Salloway, Stephen, Sha, Sharon, Turner, R. Scott, Wingo, Thomas S., D, Von Dem Wolk, Womack, Kyle, Carrillo, Maria C., Rabinovici, Gil D., Apostolova, L G, JL, Dage, Dickerson, Bradford C., Eldaief, Mark C., Joie, Renaud La , La Joie, Renaud , Touroutoglou, Alexandra , Katsumi, Yuta , Schindler, Suzanne E. , Ibanez, Laura , Brickhouse, Michael , Eloyan, Ani , Thangarajah, Maryanne, Vemuri, Prashanthi , Jack, Clifford R. , Hammers, Dustin B , Foroud, Tatiana , Aisen, Paul , Beckett, Laurel, Koeppe, Robert A. , Kukull, Walter A. , Toga, Arthur W. , Atri, Alireza, Clark, David, Day, Gregory S. , Duara, Ranjan , Graff‐Radford, Neill R. , Johnson, Erik C. B. , Jones, David T. , Musiek, Erik , Onyike, Chiadi U. , Riddle, Meghan , Salloway, Stephen , Sha, Sharon J. , Turner, R. Scott, Wingo, Thomas S , Wolk, David A. , Womack, Kyle , Carrillo, María C. , Rabinovici, Gil D. , Apostolova, Liana G. , Dickerson, Bradford Clark , Eldaief, Mark C.

Alzheimer's & Dementia | July 21, 2026 | Volume: 22 | Issue: 7 | Pages: No page available

10.1002/alz.71479 | PMID 42477860 Get It

Abstract INTRODUCTION Although cerebrospinal fluid (CSF) biomarkers reflect neurodegeneration in Alzheimer's disease (AD), it remains unclear whether these biomarkers track neurodegeneration in early‐onset Alzheimer's disease (EOAD). METHODS In 80 EOAD patients, we examined correlations between eight CSF biomarker levels and cortical thickness decreases within the EOAD cortical atrophy signature. Significant correlations were then entered into a multiple regression analysis. We also examined contributions of EOAD atrophy and CSF biomarkers to cognitive impairment. RESULTS The levels of four CSF biomarkers correlated to EOAD signature atrophy. Stepwise regression analyses revealed that CSF neurofilament light chain (NfL) levels best predicted EOAD signature atrophy. Multiple regression showed EOAD signature atrophy combined with CSF NfL levels explained more variance in cognitive impairment than either factor alone. DISCUSSION Within EOAD patients, CSF NfL levels relate to the magnitude of cortical atrophy, and a combination of EOAD signature atrophy and CSF NfL levels most robustly predict cognitive impairment.
Sequential multi-site fine-tuning for incremental deployment of large language models for mobility functional status extraction
Liu, Xingyi , Garg, Muskan, Jeon, Eunji , Jia, Heling, Crowson, Cynthia S. , SAUVER, JENNIFER ST, Sohn, Sunghwan , Pagali, Sandeep R. , Garg, Muskan , Sauver, Jennifer L. St.

JAMIA Open | July 20, 2026 | Volume: 9 | Issue: 4 | Pages: No page available

10.1093/jamiaopen/ooag139 | PMID 42519595 Get It

Abstract Objective This study evaluated sequential multi-site fine-tuning of large language models (LLMs), simulating incremental deployment across institutions for extracting mobility functional status from unstructured clinical notes. Materials and Methods We assembled a corpus of 600 clinical notes from 3 institutions, yielding 3810 annotated note sections (1200 training; 2610 testing). Building upon our previously established LLM mobility extraction pipeline, which utilized optimized prompt engineering, we applied parameter-efficient low-rank adaptation (LoRA) fine-tuning. We evaluated sequential multi-site fine-tuning, where the model is trained locally and only the updated LoRA weights are transferred to the next site. We compared this against joint fine-tuning, which requires pooling all multi-site patient data centrally before training. Performance was measured by micro F1-scores for 2 distinct subtasks: mobility extraction and impairment classification. Results Sequential multi-site fine-tuning yielded comparable results to centralized joint fine-tuning for mobility extraction (F1, 0.861 vs 0.894) and impairment classification (F1, 0.912 vs 0.900). Both sequential and joint fine-tuning outperformed an untuned 70B model. Additionally, single-site LoRA models showed robust cross-site generalization. Discussion Sequential multi-site fine-tuning offers a resource-friendly approach to adapt LLMs to clinical environments. By retaining previously acquired knowledge without severe interference, this strategy allows for local fine-tuning at each institution without the need to pool or share sensitive patient data required for joint fine-tuning. Conclusion Sequential multi-site fine-tuning provides a viable solution for the scalable, incremental deployment of LLMs across institutions, showing promising generalizability for clinical information extraction from electronic health record narratives.
Temporal Trends and Predictors of Access Site Crossover During PCI in Contemporary Practice: A Report From the NCDR CathPCI Registry
Reynolds, E O R , Marks, Angel , Wojdyla, Daniel, Smilowitz, Nathaniel R. , Gilchrist, Ian C. , Gulati, Rajiv , Rao, Sunil V. , Reynolds, Eli , Shah, Binita , Marks, Angel , Wojdyla, Daniel , Smilowitz, Nathaniel R , Rymer, Jennifer A , Gilchrist, Ian C , Gulati, Rajiv , Rao, Sunil V , Shah, Binita

Circulation: Cardiovascular Interventions | July 20, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1161/circinterventions.126.016673 | PMID 42473791 Get It

BACKGROUND: Randomized trials comparing radial and femoral access report access site crossover rates of 3% to 9% for radial access and 1% to 3% for femoral access. However, contemporary real-world crossover rates are not well characterized. The aim was to evaluate contemporary trends and predictors of vascular access site crossover during percutaneous coronary intervention (PCI). METHODS: We analyzed index PCI procedures recorded in the National Cardiovascular Data Registry CathPCI Registry from 2018 to 2024. Access site crossover was identified using documented access data, with radial-to-femoral crossover inferred when the final successful access site was femoral. Temporal trends and clinical predictors of crossover were examined. Operator experience was assessed using cumulative total and radial PCI volumes from 2011 to 2024 as captured in CathPCI Registry versions 4 and 5. RESULTS: Among 3 861 790 index PCIs, 192 902 (5.0%) involved access site crossover, with a modest increase over time. Radial-to-femoral crossover accounted for 81.2% of crossover events. Factors independently associated with crossover included older age, female sex, higher body mass index, and peripheral vascular disease. Operators with the lowest total PCI volume and the lowest radial PCI volume experienced the highest crossover rates. Notably, operators with low radial PCI volume demonstrated a substantial decline in radial-to-femoral crossover over the study period. CONCLUSIONS: In contemporary clinical practice, access site crossover rates are consistent with those reported in randomized trials. Although crossover occurs more frequently among lower-volume operators, rates decline with increasing operator experience, supporting the presence of a radial access learning curve and improvement in procedural performance over time.