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Rizatriptan vs Placebo for Attacks of Vestibular Migraine
Eggers, Scott D.Z. , Jen, Joanna C. , Geske, Jennifer R. , Hofschulte, Deanna R., Gonzalez, Gabrielle F , Neff, Brian A., Shepard, Neil T., McCaslin, Devin L. , Baloh, Robert W., Geske, Jennifer , Staab, Jeffrey P. , LeMahieu, Allison , Liu, Honghu

JAMA Neurology | May 12, 2025 | Volume: 82 | Issue: 7 | Pages: 676

10.1001/jamaneurol.2025.1006 | PMID 40354049 Get It

ImportanceVestibular migraine has no established treatments.ObjectiveTo test the efficacy of rizatriptan for treating vestibular migraine attacks.Design, Setting, and ParticipantsThis double-blind, randomized clinical trial of rizatriptan vs placebo was conducted from December 2014 through July 2020 (data analyses in 2021 and sensitivity analyses in 2022 and 2024) at 2 tertiary neurotologic centers. Adults with vestibular migraine were included.InterventionAll participants underwent prospective observation to confirm diagnosis and illness activity and were then randomized in a 2:1 ratio to receive rizatriptan 10 mg or placebo to treat up to 3 vestibular migraine attacks per participant.Main Outcomes and MeasuresParticipants rated symptoms as absent, mild, moderate, or severe at scheduled intervals. Primary outcomes were the percentage of attacks with reductions in vertigo and unsteadiness/dizziness from moderate or severe to absent or mild at 1 hour. Secondary outcomes were the percentage of attacks with complete resolution of vestibular symptoms at 1 hour; reductions in headache and associated symptoms at 1 hour; use of rescue medications after 1 hour; reductions in vestibular, headache, and associated symptoms at 24 hours without rescue medications; treatment satisfaction and quality of life at 48 hours; and rates of serious adverse effects and discontinuation due to adverse effects.ResultsOf 222 total participants (mean [SD] age, 42.3 [11.7] years; 70.7% were women), 134 (60.4%) with active illness treated 307 attacks. Efficacy was tested using 240 attacks with vestibular symptoms rated as moderate or severe when participants took study drug. At 1 hour, rizatriptan did not differ from placebo for reducing vertigo (73/151 [48.3%] vs 50/88 [56.8%] attacks; odds ratio [OR], 0.71 [95% CI, 0.42-1.21]), unsteadiness/dizziness (29/151 [19.2%] vs 11/89 [12.4%] attacks; OR, 1.69 [95% CI, 0.80-3.57]), or any secondary outcomes. Similar percentages of participants in rizatriptan and placebo groups (26.4% for both groups) added rescue remedies after 1 hour. At 24 hours, rizatriptan had medium effects over placebo for unsteadiness/dizziness (OR, 2.65) and motion sensitivity (OR, 3.58). Post hoc analyses of all treated attacks found a medium effect favoring rizatriptan for headache and photophobia or phonophobia at 24 hours. Treatment satisfaction was equivocal. Quality of life was mixed. No participants experienced serious adverse effects or discontinued treatment for adverse effects.Conclusions and RelevanceIn this study, rizatriptan was ineffective at 1 hour for treating vestibular migraine attacks and had limited benefit on symptoms at 24 hours. Findings do not support using rizatriptan for vestibular migraine attacks.Trial RegistrationClinicalTrials.gov Identifier: NCT02447991
Harmonized Assessment and Quality Control of Quantitative Measures of Lung Structure on Pre-pandemic Cardiac and Lung Computed Tomography (CT) Scans for Large-scale Investigation of Risk of Long COVID-19: The Collaborative Cohort of Cohorts for COVID-19 Re
Naik, Seema , Smith, B.M. , Cheng, T.-K., Lynch, David A. , Matsushita, Kunihiro , O'Driscoll, O., Ortega, Victor E. , Washko, George R. , Laine, Andrew F. , Oelsner, Elizabeth C. , Oelsner, Elizabeth C , Naik, S., Allen, Norrina B. , Balte, Pallavi , Blaha, Michael Joseph , Budoff, Matthew J. , Carr, J. Jeffrey , Carson, April P. , Cheng, T.-K., Estépar, Raúl San Jośe , Hoffman, Eric A. , Humphries, Stephen M. , Kanaya, Alka M , Kandula, Namratha R. , O’Connor, George T. , Pottinger, Tess D. , Schwartz, David A. , Wenzel, Sally E. , Xanthakis, Vanessa , Angelini, Elsa D. , Barr, R. Graham

American Journal of Respiratory and Critical Care Medicine | May 11, 2025 | Volume: 211 | Issue: Supplement_1 | Pages: A7658-A7658

10.1164/ajrccm.2025.211.abstracts.a7658 Get It

Abstract RATIONALE: Susceptibility to severe COVID-19 and long COVID may be influenced by pre-existing lung structure. ECG-gated, non-contrast cardiac CT scans, originally acquired for assessing coronary artery calcium, are available in multiple longitudinal cohort studies and have been previously validated against lung CT scans for densitometry; however, protocol variation across cohorts may hinder direct comparison. To address this, we developed a quality control (QC) rubric to grade cardiac CT scans for standardized quantitative lung measures across cohorts. METHODS: C4R assessed SARS-CoV-2 infection and outcomes in 14 NHLBI cohorts, of which 10 (six community-based and four longitudinal case-control studies) included CT scans (12,459 participants with lung and 13,752 with cardiac CTs). Logic rules were applied to categorize scans (Table): Grade “A-B” scans had 2-3.5mm slice thickness, at least 20 axial slices, no lung cropping in axial view and lung and airway volumes greater than the cohort-specific 1st percentile. “C-D” scans had one lung obscured by cropping around the heart, so quantitative measures were restricted to the lung in complete view. “F-H” scans were deemed unusable, suffering from low slice count (<20), severe image cropping, low lung or airway volumes (< 1st%ile). Visual inspection was performed on a sample from each category to ensure accuracy. Percent of lung voxels in low attenuation areas < -950 HU (LAA950), high attenuation areas (-600 to -250 HU, HAA) and 15th percentile HU value (perc15) were measured. Within-participant variability was quantified using the intraclass correlation coefficient (ICC). RESULTS: We performed QC on cardiac CT scans from an initial sample of 6,275 participants from three C4R cohorts (ARIC, CARDIA, MASALA), imaged with GE or Siemens scanners. Of these, 5,125 (81.7%) were graded “A-B”, 496 (7.9%) were “C-D” and 654 (10.4%) were “F-H”. The percentage of “F-H” scans varied widely across cohorts [<1% to 26%] due to image cropping. Among the 5,621 cardiac CT scans graded A-D, the mean±SD for LAA950, HAA and perc15 respectively were 1.1±2.1%, 7.2±4.7% and -887±33 HU. Repeated imaging was available for 107 participants (time interval 5.1±0.7y). For paired scans in grades A-B (n=101/107), the within-participant correlation for LAA950, HAA and perc15 were 0.91, 0.38 and 0.74 respectively. CONCLUSION: Initial application of QC to cardiac CT scans identified scans with high reproducibility, with the aim to provide valid quantitative lung metrics on over 20,000 highly characterized participants in C4R.
Innate Immune Inhibition of Collagenolytic Protease Cathepsin K May Play a Role in Fibrosis Progression
Meridew, Jeffrey A., Choi, Kukbin , Tschumperlin, Daniel J. , Link, Patrick A.

American Journal of Respiratory and Critical Care Medicine | May 11, 2025 | Volume: 211 | Issue: Supplement_1 | Pages: A7638-A7638

10.1164/ajrccm.2025.211.abstracts.a7638 Get It

Abstract Rationale Extracellular matrix (ECM) accumulation results from an imbalance between ECM deposition and degradation, due to persistently increased ECM synthesis or reduced resorption. Fibroblasts, as key regulators of ECM homeostasis in both health and disease, are essential targets to rebalance ECM turnover. Recent findings indicate that fibroblasts are regulated by immune cells, which can influence ECM deposition. Specifically, myeloperoxidase (MPO), an enzyme produced by neutrophils, has been shown to enhance fibroblast-driven ECM accumulation in various diseases. In patients with radiographic Interstitial Lung Disease (ILD), elevated MPO levels have been correlated with reduced lung capacity (Cantin et al., 1987), while recent studies report increased MPO levels in the bronchoalveolar lavage fluid of ILD patients (Ngo et al., EJROR 2024). Additionally, MPO and related immune dysregulation proteins are found in fibrotic alveoli in Idiopathic Pulmonary Fibrosis (IPF) (Herrera et al., JCI Insight 2022). These findings suggest an association between MPO and lung fibrosis, yet it remains uncertain whether MPO directly influences ECM accumulation in fibrotic progression. Methods Patient tissue and serum samples were collected with consent, and MPO levels were quantified using ELISA and immunofluorescence techniques. Biochemical assays were performed using MPO isolated from human leukocytes, recombinant cathepsin K, and hydrogen peroxide to investigate whether MPO influences cathepsin K activity. Precision cut lung slices (PCLS) were prepared from untreated C57BL/6 mice and treated with transforming growth factor-beta (TGFβ) and/or MPO for four days, with cathepsin K activity assessed using fluorescence assays. Additionally, MPO-knockout and wild-type mice received intratracheal bleomycin, and after 14 days, cathepsin K activity was quantified via in vivo imaging. Collagen content, as an indicator of fibrosis, was measured by quantifying hydroxyproline in harvested lung tissue. Results/Discussion/Conclusion Increased MPO levels were observed in immunofluorescent-stained samples (57%; 4/7) and serum samples (30%; 3/10) from IPF patients. Biochemical assays demonstrated that physiological levels of MPO (0.2 µg/ml) combined with H2O2 reduced recombinant cathepsin K activity by 85%. In PCLS treated with MPO, cathepsin K activity decreased by 50% with or without TGFβ. After bleomycin treatment, wild-type mice showed reduced cathepsin K activity, while MPO-knockout mice maintained activity levels. Both survival and weight loss were similar between wild-type and MPO-knockout mice; however, collagen content was significantly higher in wild-type mice, whereas MPO-knockout mice were protected from bleomycin-induced collagen accumulation. These findings suggest that MPO contributes to ECM accumulation in lung fibrosis, potentially through inhibition of collagenolytic enzymes such as cathepsin K.
Male Survival Disadvantage in Pulmonary Hypertension in the PVRI Godeep Meta-registry
Annis, Jeffrey , Meike, F., Wilhelm, Jochen , Kiely, David G. , Balasubramanian, A., Eichstaedt, Christina A. , Zamanian, Roham T. , Elwing, Jean , Pepke-Zaba, J., Hernandez, Nadia , Frauendorf, Marlize , Williams, Paul , Anthi, Anastasia , Dima, Efrossini, Majeed, Rehan, Tello, Khodr , Kiely, David , Yogeswaran, Athiththan , Howard, Luke , Lawrie, Allan , Wilkins, Martin R. , Balasubramanian, A. , Hassoun, Paul M. , Grünig, Ekkehard , Sweatt, Andrew J. , Kovács, Gábor , Olschewski, Horst , Ghouleh, Imad Al , Chan, Stephen Y. , Jose, Arun , Cannon, J., Pepke-Zaba, J., Frantz, Robert P. , Sіrenko, Yu.M. , Torbas, O.O. , Sahay, Sandeep , Hernandez, N., Arvanitaki, Alexandra , Giannakoulas, George , Sabbour, Hani Mohamed , Saleh, Khaled Musa Mohammad , Ghio, Stefano , Scelsi, Laura , Majeed, R., Ghofrani, Hossein Ardeschir , Grimminger, Friedrich , Cajigas, Héctor , Brittain, Evan L , Seeger, Werner

American Journal of Respiratory and Critical Care Medicine | May 11, 2025 | Volume: 211 | Issue: Supplement_1 | Pages: A7097-A7097

10.1164/ajrccm.2025.211.abstracts.a7097 Get It

Abstract Introduction Sex-based differences in morbidity and mortality for pulmonary hypertension (PH) are insufficiently addressed in current research. However, recognizing these differences is crucial for optimal clinical management and improving outcomes. This study assesses the effect of sex on survival among PH patients, while accounting for disease severity, comorbidities, treatment, and race. Methods We analyzed data from the PVRI GoDeep meta-registry, including all incident patients with complete hemodynamic profiles. Survival was evaluated using Kaplan-Meier and Cox proportional hazards models, adjusted for various confounders. Analyses included both PAH and non-PAH groups and risk assessment by the ESC/ERS 2022, REVEAL lite 2, and COMPERA 4-strata scores. All analyses were performed using R (The R Foundation). Results A total of 19,663 incident PH patients were included in the analysis, with 5,581 patients (28%) diagnosed with Group 1 PH and a median age of 64 years [IQR: 52-73]. Among these, male patients (8,704, 44%) had a significantly higher mortality risk than female patients across the entire cohort and within all PH subtypes. The adjusted hazard ratio for mortality in male versus female patients was 1.391 [95% CI: 1.260-1.536] in the overall population and 1.404 [95% CI: 1.264-1.561] for those with PAH. This survival difference was consistent across various severity levels, age groups, and in the presence of comorbidities such as obesity and cardiovascular diseases, as well as among those receiving PAH-specific therapies as well as patients who remained without treatment during the observation period. Notably, male disadvantage in survival was observed in low, intermediate, and high-risk categories for ESC/ERS 2022, REVEAL lite 2, and COMPERA scores but not within REVEAL 2.0, which includes male sex as a non-modifiable risk factor. Racial analysis revealed a greater mortality risk for males among White patients, with no significant differences noted in Black or Asian populations. Conclusion Our PVRI GoDeep meta-registry analysis demonstrates that male PH patients face higher mortality risk across both PAH and non-PAH groups, independent of disease etiology, age, severity, comorbidities, and treatment factors, with this risk amplified in White patients. These findings suggest that male sex should be further considered as a risk factor to refine predictive models for survival in PH.
Association of Pulmonary Artery Dilation With Pulmonary Artery Pressure and Survival Using Updated Pulmonary Hypertension Hemodynamic Criteria
Couch, Taylor , Beck, Gerald J. , Erzurum, Serpil C. , Hill, Nicholas S. , Lempel, Jason K. , Nian, Hui , Schwalbach, Kevin T. , Terry, J.G., Group, The PVDOMICS Study, Rosenzweig, Erika B. , Carr, J. Jeffrey , Frantz, Robert P. , Hassoun, Paul M. , Horn, Evelyn M. , Leopold, Jane A. , Rischard, Franz , Hemnes, Anna R. , Group, The PVDOMICS Study

American Journal of Respiratory and Critical Care Medicine | May 11, 2025 | Volume: 211 | Issue: Supplement_1 | Pages: A3279-A3279

10.1164/ajrccm.2025.211.abstracts.a3279 Get It

Abstract Rationale: Prior studies report association between pulmonary artery (PA) dilation on computed tomography (CT) imaging and pulmonary hypertension (PH). These studies predate expansion of PH hemodynamic diagnostic criteria and do not report patient mortality. As such, little is known about the presence of vascular changes in mild PH or their association with survival. We sought to investigate these relationships in individuals without significant parenchymal lung disease. Methods: We obtained CT images for subjects with group 1 or 2 PH, disease comparators, and healthy controls enrolled in the Pulmonary Vascular Disease Phenomics (PVDOMICS) study. We used Osirix imaging software to measure the main, left, and right PA (MPA, LPA, and RPA) and MPA:aorta (PA:Ao) ratio by diameter and cross-sectional area at locations consistent with prior studies. We evaluated associations with mortality and mean PA pressure (mPAP) using multivariable Cox and linear regression models adjusting for age, sex, and BMI. Descriptive statistics are presented as mean ± SD. Results: We identified 558 subjects (59 controls, 138 comparators, and 361 PH [267 group 1, 94 group 2]). 79 subjects had mPAP < 21 mmHg, 39 had mPAP 21-24 mmHg, and 371 had mPAP ≥ 25 mmHg. Increased MPA, LPA, and RPA diameter and area, PA:Aodia, and PA:Aoarea were associated with decreased survival (all p < 0.001) after multivariable adjustment. First versus third quantiles of all measurements were associated with mortality, with adjusted hazard ratio of 2.99 [95% CI 1.77, 5.05] for MPA diameter (2.84 vs 3.82 cm), 3.74 [2.07, 6.74] for MPA area (7.26 vs 12.74 cm2) and 5.24 [2.58, 10.66] for LPA area (4.55 vs 7.03 cm2). All measures significantly increased alongside PH severity from mPAP < 20 to 21-24 to ≥ 25 mmHg (see figure 1 for MPA diameter). All measures positively correlated with mPAP, including MPA diameter (ρspearman = 0.55) and PA:Aodia (ρ = 0.56). After multivariable adjustment, Q1 to Q3 increments in MPA diameter and PA:Aodia were associated with mPAP increase of 12.5 [10.7, 14.4] and 13.9 [11.9, 15.8] mmHg, respectively. BMI showed no correlation with PA size (ρ = 0.076 for MPA area, -0.051 for PA:Aodia). Conclusions: PA size increases alongside PH severity using updated hemodynamic criteria and is associated with incremental increases in PA pressure and mortality. LPA dilation demonstrates particularly strong association with mortality. PA size does not correlate with BMI. These novel findings enhance our understanding of vascular changes across the PH disease spectrum.
Beyond diversity recruitment: Next steps to ensure that underrepresented emergency medicine residents thrive
Diaz, Rosemarie , McFarland, Adam, Tsuchida, Ryan E. , Beckford, Tanesha, Coker, Sandra, Collado, Jeremy, Pope, Arthur J., Landry, Alden , Smith, Teresa Y. , Faiz, Jessica , Pope, Arthur , Smith, Teresa Y , McFarland, Adam, Beckford, Tanesha, Coker, Sandra , Schneider, Jeffrey I.

AEM Education and Training | May 8, 2025 | Volume: 9 | Issue: 3 | Pages: No page available

10.1002/aet2.70037 | PMID 40351339 Get It

AbstractA diverse workforce in emergency medicine (EM) aims to improve patient care by addressing racism in health care, increasing representation in medicine, and improving the quality of training for all residents. Many EM residency programs have launched recruitment efforts to attract residents from diverse backgrounds. However, recruitment efforts only represent the first step in building a culturally responsible workforce. Trainees who are underrepresented in medicine must be welcomed into an inclusive training environment that has been thoughtfully constructed before they arrive. This type of supportive environment can be achieved by shifting away from majority‐serving ideals and building an informed infrastructure that functions to help all trainees succeed. We expand upon challenges and areas of opportunity at the individual, departmental, and institutional levels and describe common pitfalls when trying to create inclusive spaces for residents including lack of vision alignment, inadequate financial investment, and performative allyship. We also propose strategies that focus specifically on actionable changes that residency program, departmental, and institutional leadership can implement to mitigate these challenges.
Self-Motion Perception Influences Postural Sway More than Environmental Motion Perception
Critelli, Kyle, Carpenter, Mark G. , Anson, Eric R , Chen, Edward , Staab, Jeffrey P. , Crane, Benjamin Thomas

No container title available | May 7, 2025 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1101/2025.05.02.651511 | PMID 40655001 Get It

Abstract Motion of the visual field can alter postural sway and cause illusions of self-motion. The relative perceptual sensitivity of self-motion versus visual field motion induced by virtual reality (VR) stimulation and whether observable sway differs based on perceptual task is unknown. Methods to quantify sway perception while concurrently measuring sway do not exist. We measured head sway and motion perception (self or world) in healthy adults who stood with feet together wearing a VR headset while experiencing adaptive staircases of virtual sinusoidal pitch rotation about the ankle axis. In separate conditions of randomly ordered blocks, subjects were asked to indicate (yes/no) if the room moved (regardless of perceived postural sway) or if their postural sway increased (regardless of perceived room motion). Head sway area was measured by tracking movement of the VR headset. Yes/No responses were fit with psychometric curves to determine points of subjective equality (PSEs) for room motion and postural sway. PSEs were compared between conditions. Effects of motion perception (binary responses) on head sway area before, during, and after visual stimulation were examined. The mean PSE for room motion (0.42 degrees) was significantly lower than for postural sway (2.02 degrees) [t(1,18) = 4.4714, p = 0.00029]. Head sway area was significantly larger during (z = 11.53, p < 0.001) and after (z = 5.09, p < 0.001) visual stimulation only when participants perceived increased postural sway. Nearly 5-fold greater amplitudes of oscillating VR visual stimuli were required to induce perceptions of altered self-versus visual field motion. Observed head sway during visual motion was only linked to perceptual responses when participants focused internally on self-motion, not externally on room motion.
A human and mouse subpopulation of senescent β-cells induces pathologic dysfunction through targetable paracrine signaling
Carapeto, Priscila , Abarca, Cristian , Hela, Francesko , Sanjines, Stephanie, Pena, Sebastian, Le, Sandra M., Cahill, Christopher, Midha, Ayush , Baker, Dylan , Espinoza, Sara , Cigarroa, Francisco , Woolworth, Jillian L., Kirkland, James L. , Musi, Nicolas , Aguayo‐Mazzucato, Cristina , Iwasaki, Kanako , Carapeto, Priscila , Abarca, Cristian , Hela, Francesko , Midha, Ayush , Domanskyi, Sergii , Chuang, Jeffrey H , Kuchel, George A , Robson, Paul , Aguayo-Mazzucato, Cristina , Pena, Alejandro , Iwasaki, Kanako , Pena, Sebastian, Pan, Hui , Alcoforado Diniz, Juliana , Domanskyi, Sergii , Espinoza, Sara, Pena, Alejandro, Garovic, Vesna D. , Tchkonia, Tamar , Kuchel, George A. , Robson, Paul

No container title available | May 7, 2025 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1101/2025.05.07.648438 | PMID 40654723 Get It

ABSTRACT Cellular senescence is a stress response mechanism marked by irreversible growth arrest, upregulation of antiapoptotic pathways, loss of cellular function, and remodelling of the cellular secretory profile. In both humans and mice, pancreatic β-cells undergo senescence with age and insulin resistance. Targeted removal of senescent cells in mouse models of diabetes improves glucose homeostasis, demonstrating the role β-cell senescence in diabetes progression. In contrast, β-cell senescence also promotes immune surveillance, promoting β-cell survival and function. Thus, a better understanding of senescent cells’ phenotypic and functional heterogeneity is needed to develop effective therapeutic strategies. Herein, we show that subpopulations of senescent β-cells in mice and humans, which were identified through the expression of Cdkn1a (encoding p21 Cip1 ) and Cdkn2a (encoding p16 Ink4a ) by single-cell RNA sequencing (scRNA-seq), flow cytometry, spatial transcriptomics, and spatial proteomics, exhibit distinct transcriptional and functional identities. The predominant senescent β-cell subpopulation expressed Cdkn1a and was characterized by a lack of glucose responsiveness, high basal insulin secretion, and transcription of canonical SASP factors. The SASP of Cdkn1a -expressing β-cells had non-cell autonomous effects on neighbouring cells. A subset of four SASP factors from Cdkn1a + cells was sufficient to induce secondary senescence and β-cell dysfunction in vitro . JAK inhibitors (JAK1/2 and JAK1/3) counteracted secondary senescence induction and restored β-cell function in high-fat diet-fed mice and human islets from donors with or without type 2 diabetes. GRAPHICAL ABSTRACT
Awareness of metabolic dysfunction–associated steatotic liver disease (MASLD) in 4 major cities in the United States
Lazarus, Jeffrey V. , White, Trenton M. , Allen, Alina M. , Pannain, Silvana , Alkhouri, Naim , Bansal, Meena B. , Fortune, Brett E. , Handelsman, Yehuda , Isaacs, Scott , Jacobson, Ira M. , Kumar, Sonal , Manolas, Melina I. , Noureddin, Mazen , Rinella, Mary E. , El-Mohandes, Ayman , Manolas, Melina I , Noureddin, Mazen , Rinella, Mary , Terrault, Norah , Lazarus, Jeffrey V , Allen, Alina M , Charlton, Michael , Terrault, Norah A.

Hepatology Communications | May 7, 2025 | Volume: 9 | Issue: 5 | Pages: No page available

10.1097/hc9.0000000000000704 | PMID 40331869 Get It

Artificial Intelligence Measured Tumor Burden and Pre‐Treatment Circulating Tumor DNA in Human Papilloma Virus‐Associated Oropharynx Cancer
Bakhtiar, Mina , Ye, Zezhong , Schoenfeld, Jonathan D. , Mohammadi, Homan , Kann, Benjamin H. , Guenette, Jeffrey P. , Rettig, Eleni M. , Hanna, Glenn J.

Head & Neck | May 5, 2025 | Volume: 47 | Issue: 10 | Pages: 2641-2649

10.1002/hed.28180 | PMID 40322795 Get It

ABSTRACTBackgroundArtificial intelligence (AI)‐based imaging analysis and circulating tumor‐associated DNA (ctDNA) are both being used diagnostically in HPV‐driven oropharynx squamous cell carcinoma (HPV‐OPSCC). We evaluated associations between AI‐measured tumor burden and ctDNA.MethodsWe analyzed 170 patients treated definitively for HPV‐OPSCC. All had pre‐treatment serum tumor‐tissue modified viral (TTMV) ctDNA levels. An AI algorithm measured tumor and lymph nodes on CT scans. Linear regressions detected associations between ctDNA (fragments/mL) and automated volumes, clinical tumor (T) and nodal (N) stage, and disease factors.ResultsAutomated tumor volume (coeff = 39.43, p < 0.001), nodal volume (coeff = 39.54, p < 0.001), T stage (coeff = 1031.09, p = 0.009), and N stage (coeff = 1840, p = 0.018) were associated with ctDNA. On multivariable analysis, tumor (coeff = 34.79, p = 0.001) and nodal volumes (coeff = 24.68, p = 0.022) were associated with ctDNA; T and N stage were not.ConclusionsAutomated volumetrics are independently and more strongly associated with ctDNA, compared with clinical stage. Automated volumetrics provide a practical correlate to ctDNA.