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ABSTRACT NUMBER: ESOC2026A145 RESIDUAL CALCIUM DENSITY REFLECTS PLAQUE VULNERABILITY AND CEREBROVASCULAR EVENT RISK IN SYMPTOMATIC CAROTID ARTERY DISEASE
Bos, Daniel, Nederkoorn, Paul, Jong, P A De, Oostenbrugge, Robert van, Song, Jae, Lanzino, Giuseppe, Kooi, M Eline, Saba, Luca, Bierens, Juul , Bos, Daniël , Nederkoorn, Paul J. , Jong, Pim A. de , Oostenbrugge, Robert J. van , Smits, Luc J.M. , Lanzino, Giuseppe , Kooi, M. Eline , Saba, Luca

European Stroke Journal | May 6, 2026 | Volume: 11 | Issue: Supplement_1 | Pages: i120-i121

10.1093/esj/aakag023.196 Get It

Abstract Background and aims Carotid calcification features are readily quantifiable by CTA, yet their relationship with plaque vulnerability and rupture remains controversial. We investigated whether calcium score, volume, density, and residual (volume-normalized) calcium density are associated with carotid plaque vulnerability, symptomatic status, and recurrent ipsilateral ischemic stroke and transient ischemic attack (TIA). Methods Patients with recent TIA or ischemic stroke and ≥2mm carotid plaque with <70% stenosis underwent baseline CTA and MRI. Carotid calcifications were segmented on CTA (≥130 Hounsfield units), yielding calcium score, volume, and density. Volume-normalized residual calcium density was calculated as the standardized residuals from a log-transformed calcium density-volume model (Figure 1). Vulnerable plaque features (intraplaque hemorrhage, thin-or-ruptured fibrous cap, and lipid-rich necrotic core, and ulceration) were linked to calcium metrics. Associations between calcium metrics and recurrent ipsilateral TIA or ischemic stroke were assessed using Cox regression and adjusted for age, sex, stenosis. Results Among 193 patients (mean age 67.8±8.5 years, 144 (75%) men), 26 experienced ipsilateral ischemic stroke or TIA over median 5-year follow-up. Lower calcium density and residual calcium density were independently associated with vulnerable plaques (adjusted ORs: 0.40-0.60; Figure 2). Residual calcium density remained independently associated with symptomatic side (adjusted OR: 0.64, 95%CI: 0.47-0.88) and with recurrent TIA/stroke (adjusted HR: 0.53, 95%CI: 0.29-0.95). Calcium score, volume, and density were not independently associated with symptomatic side or recurrent events (Figure 3). Conclusions Residual calcium density is a robust, independent marker of carotid plaque vulnerability and ipsilateral ischemic stroke and TIA risk in patients with symptomatic carotid artery disease. Conflict of interest Juul Bierens: nothing to disclose; Daniel Bos: nothing to disclose; Paul J. Nederkoorn: nothing to disclose; Pim A. de Jong: nothing to disclose; Robert J. van Oostenbrugge: nothing to disclose; Luc J.M. Smits: nothing to disclose; Jae W. Song: nothing to disclose; Giuseppe Lanzino: nothing to disclose; M. Eline Kooi: nothing to disclose; Luca Saba: nothing to disclose. Figure 1 - belongs to Methods Figure 2 - belongs to Results Figure 3 - belongs to Conclusions
Geometric and density relationships of calcification clusters in carotid atherosclerosis
Bierens, Juul , Scicolone, Roberta , Benson, John , Balestrieri, Antonella , Incollu, Antonio, Suri, Jasjit S. , Song, Jae, Lanzino, Giuseppe, Kooi, M. Eline , Saba, Luca , Benson, John C. , Song, Jae W. , Benson, John , Song, Jae W , Kooi, Marianne Eline , Saba, Luca , Nardi, Valentina , Suri, Jasjit S.

The Neuroradiology Journal | May 5, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1177/19714009261450380 | PMID 42082459 Get It

Background Carotid artery calcification represents a common feature of atherosclerotic plaques. However, the geometric relationships of calcific clusters have not been systematically investigated. This study aimed to develop a geometry-based atlas, independent of symptom status, characterizing the three-dimensional properties of calcium clusters within carotid plaques and quantifying population-level distributions and data-driven couplings between size, shape, and density. Methods Standardized three-dimensional calcium masks of clinical CT scans were analyzed using connected-component labeling. Extracted features included cluster volume, aspect ratio, eccentricity, compactness, and CT attenuation values (mean μ, standard deviation σ). Associations between cluster features were assessed using Spearman correlations with Benjamini–Hochberg false discovery rate correction. Independent associations were determined using partial Spearman correlation and restricted cubic spline regression. Results Among 107 plaques, 149 distinct clusters were identified, most frequently presenting as a single elongated cluster (aspect ratio = 2.23). Independent associations (all p < 0.001) were identified for: eccentricity with μ (ρ = −0.39), volume with μ (ρ = 0.47), compactness with μ (ρ = 0.39), and volume with eccentricity (ρ = 0.82). Multi-cluster plaques exhibited smaller mean cluster volume (76.1 vs 359.5 mm 3 ; p < 0.001) and lower eccentricity (0.5 vs 1.6; p < 0.001) compared with single-cluster plaques. Conclusion Carotid calcification most frequently manifests as a single elongated cluster, with robust couplings between cluster size, shape, and density. These geometric archetypes provide a quantifiable framework for future biomechanical and biological studies of plaque vulnerability.
Integrating metabolomics and histopathology: A method for metabolite recovery from fixed tissue specimens
Vučković, Ivan, Meloche, Ryan , Mishra, Prasanna K. , Zhang, S, Dzeja, Petras , Macura, Slobodan , Mishra, Prasanna K. , Zhang, Song , Vučković, Ivan , Meloche, Ryan , Vuckovic, Ivan , Zhang, Song , Irazabal, Maria V , Macura, Slobodan I , Dzeja, Petras P. , Irazabal, María V.

Structural Dynamics | May 1, 2026 | Volume: 13 | Issue: 3 | Pages: No page available

10.1063/4.0001205 | PMID 42079840 Get It

Combined histopathological and metabolomic analysis of the same tissue specimen can reduce biological variability compared to independent analyses of similar samples. However, conventional workflows are incompatible: tissue fixation leads to metabolite loss through dilution and chemical reactions with fixative, while metabolomic extraction typically destroys the specimen. We propose a method that reconciles these conflicting requirements by enabling metabolite recovery from fixative while preserving tissue for histopathology. In this approach, tissue is initially fixed in a small volume of fixative; an aliquot of the fixative is then collected for nuclear magnetic resonance-based metabolomic analysis before additional fixative is added for standard processing. As a proof-of-concept, mouse kidneys from the same subject were analyzed using two protocols: standard perchloric acid extraction (ensuring complete metabolite recovery but destroying tissue) and metabolite extraction from fixative. Several metabolites were fully recoverable from the fixative, others partially, while some were lost due to chemical reactions. Despite some limitations, this strategy may be useful for analyzing precious specimens, such as human biopsies, that must remain intact for further studies. Moreover, using the same specimen for dual analyses reduces the number of animals required and enhances statistical robustness.
Semaglutide 2.4 mg Cardiometabolic Long‐Term Effects in Patients With Obesity or Overweight in a Real‐World Setting: A Retrospective Cohort Study in the United States ( SMILE
Ruseva, Aleksandrina , Michalak, Wojciech , Bassan, Matthew, Du, Ella X. , Fabricatore, Anthony N. , Hartaigh, Bríain Ó, Man, Theo, Ramasubramanian, Ramya, Shen, Pangsibo, Song, Jinlin, Zhao, Zhenxiang, Lopez‐Jimenez, Francisco, Michalak, Wojciech , Bassan, Matthew, Hartaigh, Bríain ó, Ramasubramanian, Ramya, Song, Jinlin, Zhao, Zhenxiang , Lopez-Jimenez, F.

Diabetes, Obesity and Metabolism | April 28, 2026 | Volume: 28 | Issue: 7 | Pages: 6121-6130

10.1111/dom.70746 | PMID 42046181 Get It

ABSTRACT Aims To evaluate the real‐world associations between semaglutide 2.4 mg and cardiometabolic comorbidities, biomarkers and cardiovascular risk among adults with overweight or obesity. Methods This retrospective cohort study used US claims data and laboratory measurements from the Komodo Research Database (2016–2024). Adults with obesity or with overweight and ≥ 1 obesity‐related comorbidity were included. Patients on semaglutide 2.4 mg for ≥ 12 months were compared with non‐users (including users of other obesity medications) using propensity score weighting with residual imbalances adjusted in regression model. Outcomes included time to onset of cardiometabolic comorbidities, change in cardiometabolic biomarkers and changes in 10‐year ASCVD risk score at 12 months. Results 25 783 semaglutide 2.4 mg users and 8 948 913 non‐users were identified. Semaglutide 2.4 mg was associated with significantly lower risks for incident prediabetes or type 2 diabetes, type 2 diabetes only, hypertension, ASCVD, heart failure and CVD (HRs 0.45–0.75; all p < 0.05), as well as greater improvements in BMI (−4.1 kg/m 2 ), SBP (−6.2 mmHg), HbA1c (−0.4%), LDL cholesterol (−7.7 mg/dL), triglycerides (−28.6 mg/dL) and HDL cholesterol (+1.9 mg/dL; all p < 0.001). At 12 months, semaglutide 2.4 mg users ( N = 161) demonstrated a greater reduction in ASCVD risk score (−0.7% vs. +0.3%; between‐group difference −1.0%, p < 0.001), with a decrease in the proportion at intermediate‐high ASCVD risk (14.9%–9.3% vs. 17.7%–18.7%; OR 0.3 [95% CI: 0.1, 0.6], p < 0.001). Conclusions Semaglutide 2.4 mg was associated with lower risk of multiple cardiometabolic comorbidities, favourable changes in biomarkers, and lower estimated ASCVD risk in this population.
Plasma metabolites, blood-borne microvesicles, and history of preeclampsia as predictors of coronary artery calcification in postmenopausal women
Đokić, Vladimir , Jayachandran, Muthuvel , Vaughan, Lisa E. , Hatamova, Jennet, Gavrilovici, Paul, Zhang, Song, Valencia, Oscar A. Garcia , Vaughan, Lisa , Hatamova, Jennet , Garcia-Valencia, Oscar , Garovic, Vesna D , Djokic, Vladimir , Dokic, Vladimir, Šuvakov, Sonja , Garovic, Vesna D.

American Journal of Physiology-Heart and Circulatory Physiology | April 13, 2026 | Volume: 330 | Issue: 5 | Pages: H1578-H1589

10.1152/ajpheart.00057.2026 | PMID 41973512 Get It

Circulating extracellular vesicles, proinflammatory/pro-oxidant metabolites, and history of preeclampsia may be used as biomarkers for diagnosis of early CAC in postmenopausal women.
Real-World Outcomes of Transcatheter Tricuspid Valve Replacement
Makkar, R R, Gupta, A, O’Neill, Brian P., Lalani, Christina , Sharma, Rahul P., Yadav, Pradeep, Frisoli, Tiberio M., Thourani, Vinod, Eleid, Mackram F., Lee, James, Babaliaros, Vasilis C., Haeffele, Christiane , Bajwa, Tanvir , Flueckiger, Peter, Cubeddu, Robert J., Davidson, Laura J., Padang, Ratnasari , Spinetto, Pedro Villablanca, Narang, Akhil , Williams, Mathew, Gleason, Patrick, Tang, Gilbert H. L., Khera, Sahil , Vavalle, John P., Byku, Isida , Depta, Jeremiah P., Garcia, Santiago, Kapadia, Samir, Zajarías, Alan , Chanin, Jake, Kodali, Susheel K., Herrmann, Howard C., Morse, M. Andrew, Petrossian, George , Sivak, Joseph A. , Hahn, Rebecca T., Song, Yang, Leon, M.B., Yeh, Robert W., Davidson, C, Haeffele, Christiane , Makkar, Raj , Gupta, Aakriti , O’Neill, Brian Patrick , Sharma, Rahul P., Yadav, Pradeep , Frisoli, Tiberio , Thourani, Vinod H. , Makar, Moody M. , Eleid, Mackram F. , Lee, James, Babaliaros, Vasilis , Flueckiger, Peter B. , Davidson, Laura J., Allaqaband, Suhail Q. , Williams, Mathew R., Gleason, Patrick T. , Tang, Gilbert H.L. , Vavalle, John P. , Depta, Jeremiah P , Garcia, Santiago A. , Kapadia, Samir , Kodali, Susheel , Herrmann, Howard C. , Morse, M. Andrew M. , Hahn, Rebecca T , Song, Yang, Yeh, Robert W. , Davidson, Charles J.

JAMA | April 13, 2026 | Volume: 335 | Issue: 18 | Pages: 1606

10.1001/jama.2026.3446 | PMID 41973411 Get It

Importance Transcatheter tricuspid valve replacement (TTVR) demonstrated superior outcomes over medical therapy in patients with severe tricuspid regurgitation (TR) in the Edwards EVOQUE Transcatheter Tricuspid Valve Replacement: Pivotal Clinical Investigation of Safety and Clinical Efficacy Using a Novel Device II (TRISCEND II) randomized clinical trial, and received regulatory approval in the US in 2024. Contemporary real-world data on its effectiveness and safety remain limited. Objective To evaluate 30-day clinical, echocardiographic, and health status outcomes of TTVR in real-world use. Design, Setting, and Population Retrospective cohort study of all consecutive patients who underwent TTVR in the US from February 2024 through March 2025 in the Society of Thoracic Surgeons/American College of Cardiology Transcatheter Valve Therapy Registry. Patients had symptomatic, severe TR despite optimal medical therapy and TTVR was deemed appropriate by a heart team. Statistical analysis was conducted from September 2025 to February 2026. Exposure Device-enabled TTVR. Main Outcomes and Measures Thirty-day event rates (all-cause death, stroke, bleeding, new cardiac implantable electronic device [CIED] implantation, heart failure hospitalizations), TR reduction, and changes in health status (New York Heart Association [NYHA] functional class and Kansas City Cardiomyopathy Questionnaire Overall Summary [KCCQ-OS] score) are reported. Subgroup analyses examined the impact of baseline CIED status on outcomes. Results Among 1034 attempted procedures at 82 centers (mean [SD] age, 77.1 [10.6] years; 69.1% female; 73.2% NYHA functional class III/IV), a valve was successfully implanted in 1017 patients (98.4%). Mild or less TR was achieved in 98.4% of patients post procedure and in 97.7% at 30 days. At 30 days, all-cause mortality was 3.1%; stroke, 0.2%; bleeding, 7.9%; new CIED, 15.9% in CIED-naive patients; and heart failure hospitalization, 3.1%. There were significant improvements in NYHA functional class (class I/II, 82.7%; P &amp;lt; .001) and mean KCCQ-OS score (22.4 points; P &amp;lt; .001) from baseline to 30 days. There were no significant differences in 30-day mortality ( P = .47), heart failure hospitalization ( P &amp;gt; .99), and functional outcomes ( P = .55) when patients were stratified by baseline CIED status. Conclusions and Relevance Early US real-world experience with TTVR confirms safety and effectiveness in patients with severe TR. Thirty-day outcomes are consistent with the TRISCEND II pivotal trial, demonstrating acceptable safety, near-complete TR elimination, and significant health status improvements in an older, comorbid population. Rates of new CIED implantation and bleeding were lower than randomized clinical trial experience.
Biochemical and Immunohistochemical Associations of TDP ‐43 and Cryptic RNA With Hippocampal and Amygdala Volumetrics in Alzheimer's Disease
Gatto, Rodolfo G. , Ghayal, Nikhil B , Ayuso, Virginia Estades, Jansen‐West, Karen , Dunmore, Judith A. , Song, Yuping , Yue, Mei, Cook, Casey , DeTure, Michael , Rawlinson, Bailey, Castanedes‐Casey, Monica, Jack, Clifford R., Petersen, Ronald C. , Petrucelli, Leonard, Whitwell, Jennifer L. , Prudencio, Mercedes , Josephs, Keith A. , Youseff, Hossam , Ghayal, Nikhil B , Estades Ayuso, Virginia , Rawlinson, Bailey D, Petersen, Ronald C , Dickson, Dennis W , Whitwell, Jennifer , Josephs, Keith A , Prudencio, Mercedes , Whitwell, Jennifer L , Youssef, Hossam , Castanedes‐Casey, Monica , Jack, Clifford R. , Dickson, Dennis W. , Petrucelli, Leonard

Annals of Neurology | April 9, 2026 | Volume: 100 | Issue: 1 | Pages: 193-205

10.1002/ana.78223 | PMID 41952326 Get It

Objective Immunohistochemically (IHC) measured transactive response DNA‐binding protein 43 (TDP‐43) inclusions are observed in Alzheimer's disease (AD) and are associated with medial temporal lobe atrophy. Accumulation of cryptic exons occurs in AD in response to TDP‐43 pathology. We aimed to assess relationships between IHC and biochemically measured insoluble TDP‐43 and cryptic exons and assess associations with hippocampal and amygdala volume loss and atrophy rates on magnetic resonance imaging (MRI). Methods Eighty‐one neuropathologically diagnosed AD cases were analyzed. For biochemistry, insoluble TDP‐43 was quantified using a Meso‐scale discovery (MSD) immunoassay. IHC‐TDP burden was quantified with digital histopathology. Cryptic RNAs were assessed via quantitative real‐time polymerase chain reaction (qRT‐PCR). Thirty‐eight cases had serial brain MRI. Hippocampal and amygdala volumes were calculated using FreeSurfer. Regression models were used to investigate associations among IHC‐TDP‐43 status/burden, MSD‐TDP status/levels, cryptic RNAs, and hippocampal and amygdala volumes and atrophy rates. Results IHC‐TDP(+) cases exhibited elevated levels of MSD‐TDP and cryptic RNAs ( KCNQ2 , STMN2 , and UNC13A ) and increased MSD‐TDP levels were associated with increased cryptic RNA levels, in the hippocampus and amygdala. IHC‐TDP(+) cases had smaller hippocampal and amygdala volumes compared to IHC‐TDP(−) cases. MSD‐TDP(+) cases had smaller hippocampal volumes and faster amygdala rates of atrophy compared with MSD‐TDP(−) cases. Higher KCNQ2 and UNC13A levels were associated with smaller amygdala volumes. Interpretation MSD‐TDP level is a reliable surrogate for IHC‐based TDP‐43 status. Both TDP‐43 and cryptic RNA levels are associated with reduced medial temporal volumes, suggesting cryptic exons may be playing a role in brain volume loss in AD. ANN NEUROL 2026;100:193–205
Survival in Patients With Low Expression of Wild-Type Homologous Recombination Genes: Refining the Homologous Recombination Paradigm in Colorectal Cancer
Walden, Daniel , Batalini, Felipe , Eslinger, Cody , Nakamura, Y., Krueger, Andrew T., Deshmukh, Sachin Kumar , Yamanaka, Kazunori, Wu, Christina, Sonbol, Mohamad Basam, Xiu, Joanne, Strickler, John, Ahn, Daniel, Muro, Kei, Yoshino, Takayuki, Bekaii-Saab, Tanios, Sonbol, Mohamad Bassam , Wu, Christina , Nakamura, Yoshiaki , Nakamura, Yoshiaki , Wu, Christina , Sonbol, Mohamad B , Strickler, John H , Borad, Mitesh J , Ahn, Daniel H , Muro, Kei , Yoshino, Takayuki , Bekaii-Saab, Tanios S , Batalini, Felipe , Wu, Song , Xiu, Joanne , Strickler, John H. , Borad, Mitesh J. , Muro, Kei , Yoshino, Takayuki , Bekaii‐Saab, Tanios

JCO Precision Oncology | April 3, 2026 | Volume: 10 | Issue: 4 | Pages: No page available

10.1200/po-25-00452 | PMID 41931743 Get It

PURPOSE Homologous recombination deficiency (HRD) is a key determinant of sensitivity to DNA-damaging agents; however, its genomic characterization in colorectal cancer (CRC) remains limited. This study investigated whether low RNA expression of homologous recombination (HR) genes identifies patients with metastatic CRC who derive survival benefit from oxaliplatin- or irinotecan-based therapy. METHODS A total of 22,957 metastatic CRC samples were subjected to DNA and RNA sequencing (Caris Life Sciences, Dallas, TX). Patients with microsatellite instability–high or pathogenic HR gene mutations were excluded to define a HR-proficient cohort. Overall survival (OS) was compared between patients with low (bottom 25%) versus high (top 25%) RNA expression of HR genes after oxaliplatin or irinotecan exposure. Validation was performed in the PARADIGM phase III trial cohort (n = 262) of first-line modified fluorouracil, leucovorin, and oxaliplatin-treated patients with available RNAseq data. RESULTS In the discovery cohort, low expression of core HR genes correlated with significantly longer OS after oxaliplatin or irinotecan exposure, specifically RAD51 (43.0 v 36.3 months; P < .005) and BLM (42.9 v 34.2 months; P < .005). Similar associations were observed for RAD51 (28.1 v 22.9 months; P = .02) and BLM (29.1 v 23.2 months; P < .005) in irinotecan-treated patients. In the PARADIGM validation cohort, low BLM expression was associated with improved OS (41.5 v 22.4 months; HR = 0.52; P = .002), whereas RAD51 showed a favorable but nonsignificant trend. These findings remained significant after adjustment for treatment arm, tumor sidedness, and metastatic burden. CONCLUSION Low BLM RNA expression is associated with improved survival after treatment with DNA-damaging agents, whereas low RAD51 expression shows a favorable but nonsignificant trend. These findings are exploratory and suggest that RNA-based HR gene expression may warrant further investigation as a potential prognostic biomarker in metastatic CRC.
Abstract 2597: Baseline cfDNA fragmentomics identifies multiple myeloma patients at risk of early progression
Abelman, Dor , Eagles, Jenna , Wong, Aimée A., Shah, Saumil , Bruce, Jeffrey, Campos, Cecília Bonolo de , White, Darrell , Sandhu, Irwindeed, Song, Kevin , Kumar, Shaji Kunnathu, Murugesan, Alli , Reiman, Tony , Stewart, A. Keith, Trudel, Suzanne , Pugh, Trevor J., Wong, Aimee, Pedersen, Stephanie , Scott, David S. , Chow, Signy , Sandhu, Irwin, Braggio, Esteban , Stewart, A. Keith , Pugh, Trevor J.

Cancer Research | April 3, 2026 | Volume: 86 | Issue: 7_Supplement | Pages: 2597-2597

10.1158/1538-7445.am2026-2597 Get It

Abstract Introduction: Early relapse limits durable remissions in multiple myeloma (MM). Cell-free DNA (cfDNA) fragment patterns capture tumor burden and nucleosome positioning. We tested whether a fragmentomics signature trained at MRD time points stratifies progression-free survival (PFS) when applied to pretreatment plasma. Methods: We performed 30-40× whole-genome sequencing of plasma cfDNA from 43 newly diagnosed MM patients, with 65 additional MRD timepoint samples from 41 of those patients (post-ASCT n=30; 1-year maintenance n=30; other maintenance n=5) across eight Canadian sites (TFRIM4 and IMMAGINE studies) and one U.S. site (Mayo SPORE). MRD testing used multiparameter flow cytometry for all follow-up samples (n=65) and clonoSEQ in a subset (n=31). Logistic and elastic-net models were trained at MRD timepoints on fragmentomics features (short-fragment burden; a combined model integrating fragment-length distributions with inferred nucleosome positioning at MM-specific chromatin accessibility regions [Ordoñez et al., Genome Res. 2020]). A decision threshold was fixed by the Youden index during training and applied unchanged to diagnosis samples. PFS was analyzed by Kaplan-Meier, log-rank, and Cox models. Results: After a median follow-up of 49.1 months, 16 of 43 patients (37%) progressed. Using the prespecified locked threshold, patients classified as MRD+ by the proportion-of-short-fragments model had significantly shorter PFS than MRD- patients (HR = 5.12; 95% CI 1.16-22.57; log-rank p = 0.016), with median PFS of 49.2 months for MRD+ cases versus not reached for the MRD- group. Fixed-horizon PFS favored MRD- samples at 24/36/48 months (100/94/87% vs 85/81/53% for MRD+). A combined model integrating weighted fragment lengths with inferred nucleosome positioning also separated outcomes (log-rank p=0.054); the Cox HR was not estimable because no MRD- patients relapsed. At 24, 36, and 48 months, baseline MRD positivity by the short-fragment model identified 100%, 83%, and 86% of patients who relapsed within those intervals (specificity 44%, 43%, and 52%), while the combined model detected all early relapses across the same horizons (specificity 15-21%), indicating consistently high sensitivity but modest specificity for predicting early progression. Conclusions: A cfDNA fragmentomics signature trained at MRD time points stratified PFS when applied to diagnostic plasma, identifying patients at risk of early relapse. Short-fragment burden was most discriminative, and a combined model with nucleosome positioning recapitulated it with higher sensitivity, albeit lower specificity. These data support cfDNA fragmentomics as a practical liquid-biopsy risk biomarker in MM and suggest higher signals may proxy aggressive disease with greater tumor shedding and chromatin disorganization. Future work will validate findings in larger cohorts and integrate cytogenetic and immune features. Citation Format: Dor David Abelman, Jenna Eagles, Aimee Wong, Saumil Shah, Jeffrey Bruce, Stephanie Pedersen, David S. Scott, Cecilia Bonolo de Campos, Signy Chow, Darrell White, Irwindeed Sandhu, Kevin Song, Esteban Braggio, Shaji Kunnathu Kumar, Alli Murugesan, Tony Reiman, A. Keith Stewart, Suzanne Trudel, Trevor J. Pugh. Baseline cfDNA fragmentomics identifies multiple myeloma patients at risk of early progression [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 2597.
Abstract 7636: A rare multipotent peg-like epithelial cell is a candidate cell-of-origin for high-grade serous ovarian cancer
Yang, Wenmei, Zhao, Hui , Feng, Liang, Song, Jianning, Schaufelberger, Kenneth, Weroha, S. John, Gaspar-Maia, Alexandre, Bakkum-Gamez, Jamie, Ritting, Megan L. , Aalam, Syed Mohammed Musheer , Dumbravă, Mihai , Ismail, Wazim Mohammed , Weroha, S. John, Kaufmann, Scott H. , Gaspar‐Maia, Alexandre , Sherman, Mark E. , Bakkum‐Gamez, Jamie N. , Kannan, Nagarajan

Cancer Research | April 3, 2026 | Volume: 86 | Issue: 7_Supplement | Pages: 7636-7636

10.1158/1538-7445.am2026-7636 Get It

Abstract High-grade serous ovarian cancer (HGSOC), the most prevalent and lethal ovarian cancer subtype, is typically diagnosed at an advanced stage due to the absence of effective early detection strategies. Mounting evidence indicates that HGSOC originates from the fallopian tube (FT), particularly from secretory epithelial cells in the fimbria. However, incomplete understanding of the cellular and molecular origins of HGSOC continues to hinder early interception efforts. To address this, we established a clinically and genetically annotated living FT organoid biobank at Mayo Clinic, representing over 200 patient donors. Using optimized enrichment protocols, we isolated FT epithelial stem/progenitor cells from tissue and Tao brushings, generating organoids independent of anatomical site or laterality that recapitulate native FT epithelial architecture and lineage differentiation. We applied integrated multi-omic analyses, including single-cell RNA sequencing, single-nucleus RNA/ATAC sequencing, and bulk RNA-seq, across fresh cells and organoids. Integration with public datasets produced the largest single-cell atlas of normal and high-risk FTs to date. This analysis defined high-specificity gene signatures for secretory and multiciliated lineages that outperform canonical lineage markers (e.g. PAX8, FOXJ1), identified lineage-defining transcription factors and regulatory networks, and showed concordant protein expression in the human FT epithelium. Notably, subcluster-level analysis revealed a rare hybrid epithelial-mesenchymal population transcriptionally and proteomically aligned with the mesenchymal-like subtype of HGSOC. Spatial immunoprofiling demonstrated that these cells express multiple defining markers and reside above the basement membrane, intercalated between epithelial cells and lack luminal contact, reminiscent of the histologically described peg cell population. Comparative analyses with fetal mesonephric tissues uncovered developmental parallels, and this population was stably maintained in 3D organoid cultures, providing a robust ex-vivo model to study early transformation. Together, our findings identify a rare, multipotent epithelial population with mesenchymal features as a candidate origin for mesenchymal-like HGSOC and establish the FT organoid biobank as a powerful platform for mechanistic and translational studies in ovarian carcinogenesis. Citation Format: Megan L. Ritting, Wenmei Yang, Syed Mohammed Musheer Aalam, Hui Zhao, Liang Feng, Jianning Song, Mihai G. Dumbrava, Wazim M. Ismail, Kenneth Schaufelberger, S. John Weroha, Scott H. Kaufmann, Alexandre Gaspar-Maia, Mark E. Sherman, Jamie N. Bakkum-Gamez, Nagarajan Kannan. A rare multipotent peg-like epithelial cell is a candidate cell-of-origin for high-grade serous ovarian cancer [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 7636.