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Genomic Architecture of IRF4 Rearrangements in Children and Adult Large B-cell Lymphomas
Colmenero, Ariadna , Frauenfeld, Leonie , Mato, Sara , Salmerón‐Villalobos, Julia , Arredondo-Prats, Vicente , Ramis-Zaldivar, Joan E. , Montaner, Anna, Anta, Natalia Castrejón de , González‐Farré, Blanca , Garcia, Noelia, Andión, Maitane, Azorín, Daniel, Celis, Verónica , Rodríguez-Pinilla, Socorro Maria, Santos, Carlos Aliste, Hsi, Eric, Gheorghe, Gabriela, Schafernak, Kristian T. , Shestakova, A M, Gutierrez, Francisco Llamas, Hebeda, Konnie M. , Bhavsar, Tapan Mahendra, López-Guillermo, A, Ramis-Zaldivar, Joan Enric , Castrejon-de-Anta, Natalia , Verdú-Amorós, Jaime , Andrés, Mara , Andión, Maitane , Celis, Verónica , Santos, Carlos Aliste , Hsi, Eric D , Mariani, Rachel , Schafernak, Kristian , Menon, Madhu P , Hebeda, Konnie , López-Guillermo, Armando , Jaffe, Elaine S , Quintanilla-Martinez, Leticia , Campo, Elías , Nadeu, Ferran , Salaverria, Itziar , Verdú‐Amorós, Jaime , Rodríguez-Pinilla, Socorro Marıá , Hsi, Eric D. , Shestakova, Anna , Bhavsar, Tapan M., López‐Guillermo, Armando , Jaffe, Elaine S. , Quintanilla‐Martínez, Leticia , Campo, Elı́as , Nadeu, Ferran , Balagué, Olga , Salaverría, Itziar

Blood Advances | July 17, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1182/bloodadvances.2026020477 | PMID 42466980 Get It

Large B-cell lymphoma with IRF4 rearrangement (LBCL-IRF4) predominantly affects children and young adults (CAYA) and presents as localized disease with excellent prognosis. Although most tumors harbor IRF4 rearrangements (IRF4-R), the existence of cryptic rearrangements has been suggested. Whether IRF4-R LBCL in adults represents the same biological entity remains unclear. To address this question, 35 CAYA patients diagnosed with LBCL-IRF4 and 7 adult (>40-year-old) LBCL with IRF4-R were investigated by an integrative molecular approach. Targeted sequencing structural variant analysis (SV-NGS) confirmed the IRF4-R in 84% of investigated cases. In CAYA, an enrichment (55% vs 29% in adults) of translocations involving IGH, with a breakpoint cluster 3' to IRF4 (EXOC2) was observed, including a cryptic insertion of IGHM-IGHJ5 into IRF4 locus. Novel translocations, IRF4::MIR142 in two CAYA (7%) and IRF4::BATF in one adult, were discovered. Whole-exome sequencing analysis identified unreported mutations in LBCL-IRF4 as YY1 and ZC3H12A (11% each). The high incidence of mutations affecting the B-cell receptor/NF-KB pathways in LBCL-IRF4 was confirmed in cases with diffuse component only. None of the CAYA tumors were classified by LymphGen tool. Adult IRF4-R LBCL showed higher levels of genetic complexity and a distinct mutational profile with mutations on KMT2D and DTX1 (43% each), and MYD88-L265P (29%), and were predicted as EZB or MCD (29% each). These differential genetic features were in line with different clinical presentations (extranodal involvement and advanced stage). In conclusion, IRF4-R architecture and mutational profile differ according to age, supporting that not all cases should be classified as LBCL-IRF4.
Impact of inspiratory muscle training on inspiratory muscle metaboreflex in patients with heart failure with preserved ejection fraction
Miller, Sophie , Hammer, Shane M. , Bruhn, Eric J., Olson, Thomas P., Miller, Sophie A, Smith, Joshua R , Borlaug, Barry A. , Olson, Thomas P. , Smith, Joshua R.

American Journal of Physiology-Regulatory, Integrative and Comparative Physiology | July 17, 2026 | Volume: 331 | Issue: 2 | Pages: R283-R290

10.1152/ajpregu.00114.2026 | PMID 42463142 Get It

Heart failure with preserved ejection fraction (HFpEF) is associated with exercise intolerance, with respiratory muscle dysfunction as a contributing factor. Patients with HFpEF have exaggerated cardiovascular responses to respiratory muscle metaboreflex activation. In this study, we determined the impact of inspiratory muscle training (IMT) on the respiratory muscle metaboreflex in HFpEF. We found that 8 wk of IMT improved inspiratory muscle strength and attenuated the respiratory muscle metaboreflex-mediated cardiovascular responses in patients with HFpEF.
Comparative Effectiveness of Individual DPP-4 Inhibitors on Kidney Outcomes in Type 2 Diabetes With Moderate Cardiovascular Risk: A Target Trial Emulation
Sklepinski, Stacey , Herrin, Jeph, Neumiller, Joshua J., Swarna, Kavya Sindhu, Deng, Yihong, Galindo, Rodolfo J., Umpierrez, Guillermo E., Ross, Joseph S., Brito, Juan P., Mickelson, Mindy M., SKLEPINSKI, STACEY , Herrin, Jeph , Neumiller, Joshua J. , Polley, Eric C. , Swarna, Kavya, Deng, Yihong, Galindo, Rodolfo J. , Umpierrez, Guillermo E. , Ross, Joseph S. , Brito, Juan P. , Montori, Víctor M. , Mickelson, Mindy M , McCoy, Rozalina G.

Diabetes Obesity and Cardiometabolic CARE | July 16, 2026 | Volume: 1 | Issue: 4 | Pages: 628-637

10.2337/doc26-0025 Get It

OBJECTIVE To examine kidney disease outcomes associated with dipeptidyl peptidase 4 inhibitors (DPP-4i). RESEARCH DESIGN AND METHODS In this target trial emulation, claims data from enrollees in commercial, Medicare Advantage, and traditional Medicare health plans were used to identify adults ≥21 years old with type 2 diabetes, with moderate cardiovascular risk, and without stage 3 or worse chronic kidney disease (CKD) initiating alogliptin, linagliptin, saxagliptin, or sitagliptin between 2014 and 2021. The primary outcome was a composite of incident CKD stages 3–5, kidney failure, or kidney replacement therapy. Random treatment assignment was emulated using propensity scores, estimated using the super learner ensemble method and incorporated as inverse probability of treatment weights into proportional hazards models. RESULTS The weighted study cohort included 3,026 individuals starting alogliptin, 38,213 starting linagliptin, 14,934 starting saxagliptin, and 115,091 starting sitagliptin. One year after treatment initiation, the primary outcome occurred in 1.4%, 2.7%, 2.2%, and 2.4% of patients initiating alogliptin, linagliptin, saxagliptin, and sitagliptin, respectively, increasing to 3.2%, 6.2%, 5.0%, and 5.4%, respectively, at 3 years. Alogliptin was associated with lower risk of stage 3 or worse CKD than linagliptin (hazard ratio [HR] 0.50; 95% CI 0.37–0.69), saxagliptin (HR 0.63; 95% CI 0.45–0.86), and sitagliptin (HR 0.58; 95% CI 0.42–0.79), while saxagliptin was associated with lower risk than linagliptin (HR 0.80; 95% CI 0.73–0.87). Conversely, linagliptin was associated with higher risk than sitagliptin (HR 1.15, 95% CI 1.10–1.21). CONCLUSIONS Alogliptin was associated with lower risk of moderate-to-severe kidney disease than other DPP-4i, while linagliptin was associated with higher risk. Limitations include lack of laboratory data and potential unmeasured confounding.
The vascular contribution to dementia: World Stroke Organization scientific statement
Biessels, Geert Jan , Debette, Stephanie, Elahi, Fanny M, Geranmayeh, Fatemeh, Hansra, Gurpreet , Hughes, Timothy M, Ihara, Masafumi, Isaacs, Jeremy, Jokinen, Hanna, Nott, Alexi, Pendlebury, Sarah, Peters, Ruth, Schneider, Julie, Smith, Colin, Vemuri, Prashanthi, Webb, Alastair J.S. , Wilcock, Donna M, Hainsworth, Atticus H. , Hansra, Gurpreet K , Smith, Eric Edward , Wardlaw, Joanna Marguerite , Webb, Alastair Js , Hainsworth, Atticus H , Biessels, Geert Jan , Debette, Stéphanie , Elahi, Fanny M. , Geranmayeh, Fatemeh , Hughes, Timothy M. , Ihara, Masafumi , Isaacs, Jeremy D. , Jokinen, Hanna , Nott, Alexi , Pendlebury, Sarah Tamsin , Peters, Ruth , Schneider, Julie A. , Vemuri, Prashanthi , Wilcock, Donna M.

International Journal of Stroke | July 15, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1177/17474930261470506 | PMID 42454751 Get It

Background: Alzheimer’s disease (AD) and cerebrovascular pathology are the two most common causes of dementia, frequently co-occurring in older people. Community-based neuropathology studies indicate that vascular disease accounts for approximately one-third of the population-attributable risk of dementia, controlling for other pathologies (including AD). The proportion with vascular disease as co-pathology is likely to be higher (50–70%). The most common vascular substrate is cerebral small vessel disease, which includes small artery fibrosis (arteriolosclerosis), vascular amyloid deposits (cerebral amyloid angiopathy), and monogenic forms of small vessel disease, the commonest being Cerebral Autosomal Dominant Arteriopathy with Subcortical Infarcts and Leukoencephalopathy (CADASIL). Post-stroke cognitive impairment following both ischemic stroke and intracerebral hemorrhage also contributes. Aims and Methods: In this World Stroke Organization (WSO) scientific statement, we assembled a multi-disciplinary international group of experts to review the vascular contribution to dementia, encompassing both vascular and neurodegenerative dementia. This statement has been reviewed and approved by the WSO executive. Results: We summarize the epidemiology, neuropathology, cognitive profile, clinical impact and management of vascular disease in dementia and discuss the recent VasCog-2-WSO diagnostic criteria. We consider the substantial overlap with clinical stroke and with AD dementia. We catalog transcriptomic and proteomic studies that have revealed novel candidate molecules ( COL4A1/4A2, HTRA1, TRIM47, FOXF2 ) as possible treatment targets. We appraise imaging-based biomarkers relevant to vascular disease and potential biochemical markers (vascular endothelial growth factor-A, placental growth factor, interleukin-6, matrix metalloproteinase-9, cathepsin-B). We highlight the potential for vascular interventions to treat not only vascular dementia but also the vascular component of neurodegenerative dementia. We review recent clinical trials targeting multiple pathways, including nitric oxide signaling, high blood pressure, the GABAergic system, angiogenic activity, microglial inhibition, PDE3 and PDE5 inhibition, as well as dietary supplementation with omega-3 fatty acids, s-equol and vitamin E. Finally, we consider upcoming opportunities and challenges relevant to vascular disease in dementia. Conclusion: The vascular contribution to dementia is i) substantial, ii) increasingly understood at molecular and mechanistic levels, iii) a source of potential treatment opportunities. Data Access Statement: no original data are presented in this document.
Association of Plasma Neurofilament Light Chain With Diagnostic Classification in a Neuromuscular Referral Cohort
Schipani, Elke , Jones, Felipe J.S. , Bornhorst, Joshua A. , Sorenson, Eric J. , Dubey, Divyanshu , Pinto, Marcus Vinícius , Schipani Bailey, Elke , Staff, Nathan P , Bornhorst, Joshua , Sorenson, Eric , Dubey, Divyanshu , Pinto, Marcus V , Mauermann, Michelle L , Jones, Felipe J S , Staff, Nathan P. , Mauermann, Michelle L.

Neurology | July 13, 2026 | Volume: 107 | Issue: 3 | Pages: No page available

10.1212/wnl.0000000000218304 | PMID 42441926 Get It

Plasma Phosphorylated Tau 217 in Participants at Risk for Chronic Traumatic Encephalopathy
Miner, A, Zetterberg, Henrik, Blennow, Kaj, Groh, Jenna R., Singh, Alpana, Dieckhoff, Kari, Tripodis, Yorghos, Adler, Charles H., Balcer, Laura J. , Bernick, C L, Peskind, Elaine, Asken, Breton M., Tanner, Jeremy A., Rabinovici, Gil D., Banks, Sarah J., Barr, William B., Wethe, Jennifer V., Cantu, Robert C., Dodick, David W., Mez, Jesse, Palmisano, J, Martin, Brett, Stein, Thor D., McKee, Ann C., Cummings, Jeffrey L., Shenton, Martha E., Reiman, E Bieto, Rc, Stern, Ashton, Nicholas J., Alosco, Michael L., Chen, Kewei, Protas, Hillary, Su, Yi, Boker, Connie, Au, Rhoda, Farrer, Lindsay, Helm, Robert, Kowall, Neil, Mercier, Gustavo, Otis, James, Weller, Jason, Bragg, Tahlia, Simkin, Irene, Trujillo-Rodriguez, Diana, Amerongen, Suzan van , Andino, Alondra, Conneely, Shannon, Diamond, Courtney, Fagle, Tessa, Haller, Olivia, Hunt, Tennyson, Gullotti, Nicole, Kossow, Bailey, Kugelmass, Carrie, Mariani, Megan, Mayville, Brian, McLaughlin, Kathleen, Nanna, Mary, DiPopolo, Marty, Platt, Taylor, Rice, Fiona, Sestak, Madison, McClean, Michael, Annis, Douglas, Chaisson, Christine, Dixon, Diane, Finney, Carolyn, Gallagher, Kerrin, Hartlage, Kaitlin , Lu, Jun, Ojo, E O, Pine, Brittany, Ramachandran, Janani, Baucom, Zachary, Tuz‐Zahra, Fatima , Yhang, Eukyung , Bouix, Sylvain, Fitzsimmons, Jennifer, Lin, Alexander P., Koerte, Inga K., Pasternak, Ofer, Arciniega, Hector , Billah, Tashrif , Bonke, Elena, Breedlove, Katherine M. , Carrington, Holly, Coello, Eduardo , Coleman, Michael J., John, Omar , Jung, Leonard, Liao, Huijun, Loy, Maria, Rizzoni, Elizabeth, Schulz, V. D., Silva, Annelise, Vessey, Brynn, Wiegand, Tim L.T, Miller, Jason, Ritter, Aaron , Sabbagh, Marwan, Cruz, Raelynn de la, Durant, Jan, Golceker, Morgan, Harmon, Nicolette, Kaylegian, Jaeson, Long, Rachelle, Nance, Christine, Sandoval, Priscilla, Staples, Miranda, Clark, Emma F., Serrano, Andrew, Geda, Yonas, Duffy, Amy, Falk, Bryce, Howard, Marci, Montague, Michelle , Osgood, Thomas, Babcock, Debra, Bellgowan, Patrick, GOLDBERG, JUDITH, Joseph, Binu , Kirov, Ivan, Lui, Yvonne, Marmar, Charles, Wisniewski, T R, Al-Kharafi, Alhassan, George, Allan, Hasanaj, Lisena, Martin, Sammie, Riley, Edward, Runge, William, Serrano, Liliana , Iliff, Jeffrey, Li, Gail, Janssen, D, Meabon, James, Piantino, Juan, Schindler, Abigail, Thomas, Ronald, Colasurdo, Elizabeth , Shofer, Jane, Marcus, Daniel S., Gurney, Jenny , Greenwald, Richard, Johnson, Keith A., Singh, Alpana , Singh, Alpana , Miner, Annalise E., Zetterberg, Henrik , Blennow, Kaj , Groh, Jenna R. , Singh, Alpana, Tripodis, Yorghos , Adler, Charles H. , Bernick, Charles , Peskind, Elaine R. , Asken, Breton M. , Rabinovici, Gil D. , Banks, Sarah J. , Barr, William , Wethe, Jennifer V. , Cantu, Robert C. , Dodick, David W. , Mez, Jesse , Stein, Thor D. , McKee, Ann C. , Cummings, Jeffrey L. , Shenton, Martha E. , Reiman, Eric M. , Ashton, Nicholas J. , Alosco, Michael L. , Protas, Hillary , Au, Rhoda, Weller, Jason , Trujillo‐Rodriguez, Diana , Fagle, Tessa, Mariani, Megan, McLaughlin, Kathleen , Pulukuri, Surya Vamsi , Sestak, Madison, McClean, Michael D , Annis, Douglas, Finney, Carolyn, Lu, Jun, Pine, Brittany, Ramachandran, Janani , Baucom, Zachary, Bouix, Sylvain , Koerte, Inga K , Pasternak, Ofer , Bonke, Elena M. , Carrington, Holly , Coleman, Michael J. , Liao, Huijun, Schulz, Vivian, Wiegand, Tim L. T. , II, Robert W. Turner , Marek, Kenneth , Geda, Yonas E. , Howard, Marci, Montague, Michelle, Babcock, Debra, Bellgowan, Patrick S.F. , Kirov, Ivan, George, Allan, Meabon, James S. , Piantino, Juan , Thomas, Ronald G. , Colasurdo, Elizabeth A. , Shofer, Jane, Marcus, Daniel S., Johnson, Keith A.

JAMA Network Open | July 13, 2026 | Volume: 9 | Issue: 7 | Pages: e2622966

10.1001/jamanetworkopen.2026.22966 | PMID 42440317 Get It

Importance In vivo biomarkers for detecting neuropathologies from repetitive head impacts (RHI), including chronic traumatic encephalopathy (CTE), are needed. Objective To evaluate the utility of plasma phosphorylated tau 217 (p-tau217), assess its performance as a beta-amyloid (Aβ) biomarker in participants with RHI exposure at risk for CTE, and explore concordance with CTE neuropathology in a postmortem subsample. Design, Setting, and Participants This longitudinal, multicenter, case-control study used data from the Diagnostics, Imaging, and Genetics Network for the Objective Study and Evaluation of CTE (DIAGNOSE CTE) Research Project, collected from September 2016 to October 2023. Participants were former American football players (case participants) and asymptomatic men unexposed to RHI (control participants). A subsample had available neuropathologic data. Exposures RHI, traumatic encephalopathy syndrome (TES) diagnoses, and levels of CTE certainty. Main Outcomes and Measures Plasma p-tau217 (classified as positive [≥0.63 pg/mL], intermediate [0.40-0.62 pg/mL], and negative [<0.40 pg/mL]), Aβ–positron emission tomography (PET; 18 F-florbetapir; with Aβ-positive defined as a standardized uptake value ratio [SUVR] ≥1.10), and tau-PET ( 18 F-flortaucipir). TES diagnoses were assigned by multidisciplinary consensus conference. Analyses of postmortem brains controlled for age, race, and APOE ε4 status. Results Among 231 participants (mean [SD] age, 57.75 [8.25] years), 177 were former football players (117 professional and 60 college) and 54 were unexposed participants. Former football players had higher baseline mean (SD) p-tau217 concentrations than unexposed participants (0.35 [0.26] pg/mL vs 0.27 [0.14] pg/mL; P = .008), although this was driven by a higher proportion of Aβ-PET–positive participants among former players. Plasma p-tau217 increased over time across the sample (B = 0.207 [95% CI, 0.117-0.298]; P < .001), with no significant time × exposure group interactions. Among football players, p-tau217 showed no time × group interactions with TES diagnosis, TES-CTE certainty, or RHI metrics. Higher p-tau217 concentration correlated with higher global Aβ-PET SUVR (B = 0.058 [95% CI, 0.053-3.501; P = .01), with a few discordant cases (5 participants were p-tau217–negative and Aβ-PET–positive; 7 participants were p-tau217–positive and Aβ-PET–negative). P-tau217 had similar areas under the curve for projecting Aβ-PET positivity as cerebrospinal fluid (CSF) p-tau181/Aβ42 and CSF Aβ40/42 measures (p-tau217: AUC, 0.88 [95% CI, 0.80-0.96]; CSF p-tau181/Aβ42: AUC, 0.89 [95% CI, 0.79-1.00]; CSF Aβ40/42: AUC, 0.85 [95% CI, 0.72-0.98]). Among 9 brain donors, 6 had CTE (stages II-IV; none with Alzheimer disease). Seven had negative or intermediate p-tau217, concordant with Aβ-PET. Two p-tau217 outliers with stage III CTE had normal concentrations upon additional testing. Conclusions and Relevance The findings of this study suggest that plasma p-tau217 concentration is unlikely to be useful for the detection of CTE, but it does show utility for ruling out Aβ pathology in participants at risk for CTE.
Endoscopic Ultrasound-Guided Gastroenterostomy for Gastric Outlet Obstruction: A Comparison of Duodenal Versus Jejunal Placement on Patient Outcomes
Khan, Rishad , Law, Ryan , Guralwar, Chinmay , Bauss, Jacob, Suman, Garima , Han, S, Buttar, Navtej, Song, Louis–Michel Wong Kee, Law, Ryan J, AbiMansour, Jad P. , Vargas, Eric J , Wong Kee Song, Louis-Michel, Storm, Andrew C , Chandrasekhara, Vinay , Bauss, Jacob M. , Han, Samuel, Vargas, Eric J. , Dayyeh, Barham K. Abu , Buttar, Navtej , Storm, Andrew C. , Chandrasekhara, Vinay

Endoscopy International Open | July 11, 2026 | Volume: 14 | Issue: CP | Pages: No page available

10.1055/a-2913-6628 | PMID 42583363 Get It

Abstract Background and Aims EUS-guided gastroenterostomy (EUS-GE) is an effective option to palliate symptoms of gastric outlet obstruction (GOO). While the jejunum is conventionally targeted (EUS-GJ), targeting the duodenum (EUS-GD) may offer clinical advantages. Outcomes were compared for EUS-GJ and EUS-GD. Methods Adult patients who underwent EUS-GE for GOO between 2020 and 2024 were included and categorized as an EUS-GD if the stent entered the transverse or ascending duodenum or an EUS-GJ if the stent entered more distally. The primary outcome was clinical success (soft diet tolerance at 7 days). Secondary outcomes included adverse events (AEs), stent misdeployment, and unplanned endoscopic reintervention. Baseline demographic variables and outcomes were compared with statistical significance at p < 0.05. Results Of the 139 included patients (median age 67 years (IQR 61–74); 41% female), 105 underwent EUS-GJ and 34 underwent EUS-GD. Clinical success was 98% for EUS-GJ and 94% for EUS-GD (p = 0.25). The misdeployment rate was 7% for EUS-GJ and 0% for EUS-GD (p = 0.19). The AE rate was 22% for EUS-GJ and 12% for EUS-GD (p = 0.23). There were no significant differences for stent obstruction (EUS-GJ 12% vs. EUS-GD 6%), bleeding (2% vs. 6%), perforation (4% vs. 0%), stent migration (1% vs. 0%), infection (3% vs. 0%), and unplanned reintervention (14% vs. 9%). Conclusion Both EUS-GJ and EUS-GD demonstrate high clinical success with no significant differences in adverse event rates. These data can support intraprocedural decision-making for endoscopists performing EUS-GE.
Machine Learning With Genetic and Clinical Data to Predict Ischemic Outcomes After PCI
Grant, Caroline W. , Ingraham, Brenden , Lennon, Ryan J. , Raina, Anvi , Tian, Shulan , Kowlgi, Gurukripa N. , Cavallari, Larisa H. , Lee, Craig R. , Beitelshees, Amber L. , Angiolillo, Dominick J. , Rossi, J. , Stouffer, George A. , Klee, Eric W. , Gulati, Rajiv, Rihal, Charanjit S. , Farkouh, Michael E. , Athreya, Arjun , Pereira, Naveen L. , Beitelshees, Amber L. , Ingraham, Brenden S , Kowlgi, Narayan G , Franchi, Francesco , Duarte, Julio D , Rossi, Joseph S , Stouffer, George A , Klee, Eric W , Rihal, Charanjit S. , Farkouh, Michael E , Athreya, Arjun P , Pereira, Naveen L , Angiolillo, Dominick J , Cavallari, Larisa H , Tian, Shulan , Lennon, Ryan J. , Duarte, Julio D. , Gulati, Rajiv , Athreya, Arjun P.

Clinical and Translational Science | July 10, 2026 | Volume: 19 | Issue: 7 | Pages: No page available

10.1111/cts.70655 | PMID 42427167 Get It

ABSTRACT Ischemic events after contemporary percutaneous coronary intervention (PCI) are uncommon but carry high morbidity/mortality. Identifying patients at highest risk is critical to guide dual antiplatelet therapy (DAPT) intensity while minimizing bleeding. Current machine learning (ML) model‐developed risk scores do not incorporate pharmacogenetic data. To develop and externally validate ML models that integrate clinical, demographic, and CYP2C19 genetic information to predict 1‐year ischemic outcomes post‐PCI to refine clinical decision making. We analyzed 8317 patients from TAILOR‐PCI trial ( n = 4572) and the Precision PCI registry ( n = 3745). The outcome was a composite of cardiovascular death, myocardial infarction, stroke, and stent thrombosis at 1 year. Boruta feature selection identified 11 predictors. Multiple ML algorithms were trained in TAILOR‐PCI and validated in Precision PCI using cross‐validation and synthetic minority oversampling (SMOTE). Model performance was assessed by area under the receiver operating characteristic curve (AUC), sensitivity, and specificity. The best external performance was achieved with a support vector machine (SVM, polynomial kernel) (AUC 0.667; sensitivity 0.871; specificity 0.282), while XGBoost provided a more balanced profile (AUC 0.619; sensitivity 0.442; specificity 0.688). Variable importance for the SVM polynomial model demonstrated that all 11 included Boruta feature selected predictors had relatively high importance (> 75). ML models trained on large clinical trial and real‐world registry datasets can help identify the small subset of patients at high ischemic risk after PCI. This distinction is of relevance because ischemic events are rare, and most patients may safely de‐escalate DAPT to reduce bleeding risk while maintaining ischemic protection through a multimodal approach to risk stratification. Trial Registration: TAILOR‐PCI URL: https://clinicaltrials.gov/ct2/show/NCT01742117
Early Versus Late Recurrence in Olfactory Neuroblastoma: A Multi‐Institutional Analysis of Predictive Risk Factors
Harris, Alexandria , Tang, Anthony, Fung, Nicholas , Champagne, Pierre‐Olivier, Fernandez-Miranda, Juan, Gardner, Paul A. , Hwang, Peter H. , Kalyvas, Aristotelis, Patel, Zara M. , Patel, Zara M., Celda, María Peris, Pinheiro-Neto, Carlos D., Sanusi, Olabisi, Thorp, Brian D., Gompel, Jamie J. Van, Zenonos, Georgios, Zwagerman, Nathan T., Bell, Diana, Kuan, Edward C., Geltzeiler, Mathew, Hwang, Peter H , Patel, Zara , Snyderman, Carl H , Wang, Eric W , Choby, Garret , Tang, Anthony , Almeida, João Paulo , Champagne, Pierre‐Olivier , Kalyvas, Aristotelis , Pinheiro‐Neto, Carlos , Sanusi, Olabisi , Thorp, Brian D. , Gompel, Jamie J. Van , Zenonos, Georgios A. , Zwagerman, Nathan T. , Bell, Diana , Kuan, Edward C , Geltzeiler, Mathew , Choby, Garret

International Forum of Allergy & Rhinology | July 9, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1002/alr.70216 | PMID 42422976 Get It

ABSTRACT Background Olfactory neuroblastoma (ONB) exhibits variable recurrence patterns, with significant late recurrences occurring years after treatment. We investigated cutoff periods to define late recurrence and identified predictors that distinguish patients at risk of late recurrence from those considered cured. Methods From a multi‐institutional cohort of 219 ONB patients treated at nine centers, we analyzed 77 patients with documented recurrence. Using a 48‐month cutoff to define early (< 48 months) versus late (≥ 48 months) recurrence, we evaluated 35 clinical, anatomic, and treatment variables using Firth penalized logistic regression across three comparisons: (1) late versus early recurrence timing, (2) late recurrence versus no recurrence, and (3) early recurrence versus no recurrence. Results Thirty‐four of the 77 (44.2%) recurrences were classified as late. Among the 77 patients who recurred, smaller tumor volume (OR 0.243, p = 0.035) and lower novel Dulguerov staging (OR 0.802, p = 0.038) were associated with late, rather than early recurrence. When patients with late recurrence were compared to those who remained disease‐free, radiographic skull base bone involvement was the strongest independent predictor (OR 2.90, 95% CI 1.14–8.64, p = 0.025), and this effect strengthened after adjusting for tumor volume (OR 3.80, p = 0.029). Pathologic dural invasion (OR 3.29, p = 0.013), Kadish stage (OR 2.02, p = 0.026), and T‐stage (OR 1.32, p = 0.040) were also significant. Conclusions A 48‐month cutoff effectively stratifies ONB recurrence risk. Skull base bone involvement independently predicts recurrence when compared to nonrecurrent cases and uniquely persists as a risk factor for late recurrence. These findings establish skull base bone involvement as a novel biomarker for risk‐stratified surveillance protocols.
Real‐time motion tracking of a gold implant in water by Cherenkov lights
Okazaki, Keita , Brost, Eric, Natanasabapathi, Gopishankar , Watanabe, Yoichi , Brost, Eric, Natanasabapathi, Gopishankar

Journal of Applied Clinical Medical Physics | July 8, 2026 | Volume: 27 | Issue: 7 | Pages: No page available

10.1002/acm2.70684 | PMID 42415277 Get It

Abstract Background The intra‐fraction motion of tumors during radiation therapy can be monitored using imaging systems based on X‐ray imaging (e.g., kV/MV radiography or CBCT) or magnetic resonance imaging (MRI). However, these techniques have limitations, including additional ionizing radiation dose and the need for complex, expensive equipment. Hence, a non‐invasive, lower‐cost motion‐tracking approach that does not add radiation would be beneficial for routine clinical applications. Purpose To study the feasibility of tracking the dynamic motion of a small gold marker in water by using Cherenkov photons produced by MV photon beams, through Monte Carlo simulations and experiments. Methods The GAMOS Monte Carlo code, which includes an optical simulation module, was used to calculate the deposited dose and Cherenkov‐light yield in a water phantom. Phase‐space files for 6, 10, 15, and 10 MV flattening filter‐free (FFF) beams served as photon sources. The simulation setup consisted of a 20 × 20 × 20 cm 3 water phantom with an 8 × 12 × 0.25 mm 3 gold planar implant at its center. Percent depth dose (PDD) and Cherenkov‐light yield were evaluated throughout the phantom and near the gold implant. For experimental validation, a 20 × 20 × 20 cm 3 glass water tank was placed on a programmable platform executing sinusoidal, sawtooth, and sharkfin motions (± 20 mm amplitude; 10‐ and 60‐s cycles). A 5 × 5 cm 2 10 MV FFF beam (2400 MU/min) irradiated the gold implant. A scientific CMOS camera (f/2.0) positioned at 80 cm from the implant captured Cherenkov images. Repeatability was quantified by the standard deviation (SD) across motion cycles. The accuracy was assessed as the absolute difference between the bright‐room reference position and the Cherenkov‐derived position. Images of the implant in sinusoidal motion were also acquired during delivery of a two‐arc brain volumetric modulated arc therapy (VMAT) plan (Arc A and Arc B). Results Monte Carlo simulations showed that Cherenkov light yield throughout the phantom closely correlated with the PDD for all beam energies. The Cherenkov light yield upstream of the gold implant increased by 6.12%, 7.16%, 9.11%, and 7.01% compared to the Cherenkov light yield without the gold implant for 6, 10 FFF, 10, and 15 MV beams, respectively. Experiments confirmed that the beam‐facing side of the gold implant appeared brighter than the opposite side, indicating enhanced backscattered electron production. Cherenkov‐based positional measurements of the periodically moving implant showed close agreement with bright‐room references. For static beams, accuracy across motion patterns was < 0.70 mm with repeatability < 0.2 mm. For the VMAT plan, the accuracies were < 0.50 mm (Arc A) and < 0.70 mm (Arc B). Conclusion The Cherenkov‐light yield was strongly correlated with the deposited dose and showed a notable enhancement around the gold implant. Cherenkov light imaging successfully tracked the dynamic motion of a gold implant in water under high‐dose rate conditions, demonstrating its potential for real‐time fiducial tracking in radiation therapy without additional radiation exposure.