Citations

Mayo Clinic

Clear

5374 citation(s) found for "St Louis, E K".

Decoding RELA-Related Disease: A Spectrum of Immune Dysregulation in a Large Global Cohort
Dileepan, Gayathri , Basu, PhD Amrita, Murray, MD Elizabeth, D’Astous-Gauthier, Katherine , Lawrence, Monica G. , Maltz, Ross, Paquin, Maxime, Saca, MD Luis F., Taxter, Alysha J. , Towers, Victoria, Wonnaparhown, Alex , Akoghlanian, Shoghik , PhD, Eric Allenspach, MD,, Alsulami, Saleh , Alsuweiti, Motasem O. , Ardalan, Kaveh , CHAN, R P, MSCE, Joyce Chang, MD,, Efron, Adi , Igel, Dr. med Lina, Nigrovic, Peter, Padem, Nurcicek , Rosenwasser, Natalie , Sanchez-Manubens, PhD Judith, Skrie, Victor, Zheng, S , Guo, Lily, D(ABMLI), Roshini Abraham, PhD,, Basu, Amrita, Murray, Elizabeth T., Chapdelaine, Hugo , Maltz, Ross , Peng, Xiao P. , Saca, Luis, Zimmerman, Ofer , Allenspach, Eric J , Broderick, Lori , Cebecauerová, Dita , Dedeoğlu, Fatma , Igel, Lina, Naesens, Leslie , Nigrovic, Peter Andrija , Ombrello, Amanda K. , Sivaraman, Vidya

Journal of Human Immunity | May 1, 2026 | Volume: 2 | Issue: CIS2026 | Pages: No page available

10.70962/cis2026abstract.7 Get It

RELA-related disease is a rare, autosomal-dominant condition presenting with immune dysregulation and immunodeficiency. RELA encodes the p65 subunit, a component of the canonical NFκB pathway. The underlying pathogenesis, at least in part, involves impaired NFκB activation, increased susceptibility to TNFα-induced apoptosis, and hyperinflammation. To date, only a modest number of cases have been documented worldwide, and the full clinical and functional spectrum of disease remains incompletely defined. This study represents a large global cohort identified with RELA variants, comprising 40 patients from 30 institutions, expanding our previous report of a single large kindred (1). The clinical spectrum includes arthritis, mucocutaneous ulcers, uveitis, dermatitis, irritable bowel disease, recurrent infections, lymphopenia, hypogammaglobulinemia, recurrent fevers, and susceptibility to neoplasia. The patients represent 36 kindreds with 28 unique RELA variants, of which 15 are missense, 7 nonsense, and 6 frameshift variants. Fifteen are in the Rel homology domain, 7 in the transcriptional activation domain, and 6 in the C-terminal region proximal to TAD (Fig. 1). Functional studies assessed the canonical NFκB pathway in 27% of the cohort (n = 11; healthy controls = 40). Patient peripheral blood mononuclear cells (PBMCs) were used to quantify total and phosphorylated p65 (ph-p65, Ser529) by flow cytometry after stimulation with PMA (100 ng/ml) and ionomycin (1 uM). In 8 patients, we assessed the kinetics of IκBα degradation, required for p65 phosphorylation and nuclear translocation of p65/p50. All patients tested had decreased total p65, while 64% had decreased ph-p65 with altered phosphorylation kinetics. Nearly 45% had impaired IκBα degradation. One patient (P4) demonstrated increased IκBα degradation and ph-p65, while a related proband (P1) had decreased ph-p65. Additionally, P4 did not have the same mucocutaneous clinical phenotype as P1 despite sharing the same RELA variant. This could reflect the effect of other genetic modifiers, epigenetic, environmental, or stochastic variations, which could lead to variable expressivity and/or incomplete penetrance. All patients appeared to have haploinsufficiency, as none had normal levels of p65. This study expands the clinical and genetic spectrum of RELA-related disease and provides mechanistic insights into the impact of these variants on p65 phosphorylation and downstream function, resulting in variable expressivity. Figure 1. RelA protein structure. Represents unique variant locations and categories, key domains, and phosphorylation sites. Source: UniProt. Adapted from (2). BioRender.
At‐home visual acuity in children using a custom iPhone application compared with standardized in‐office visual acuity testing
Roberts, Tawna L. , Bothun, Erick D. , Zhu, Yufeng, Henderson, Robert J. , Boyle, Nicole M, Leske, David A. , Wernimont, Suzanne M., Marino, Carrie E, Manh, Vivian M. , Youngerman, Jillian M, Qayum, Jennifer N, Srinivasan, Gayathri , Titelbaum, Jenna R. , Crouch, Eric R. , Colburn, Jeffrey, Esposito, Christina , Zeto, V Lori, Connolly, Katie, Bhakta, Rita M, Lorenzana, Ingryd J., McDowell, Paula, Beaulieu, Wesley T, Kraker, Raymond T, Holmes, Jonathan M, Pineles, Stacy L., Weise, Katherine K., Cotter, Susan A, Group, Pediatric Eye Disease Investigator, Beaulieu, Wesley T , Kraker, Raymond T , Hatt, Sarah R. , Raghuram, Aparna , McDowell, Paula S., Kraker, Raymond T. , Holmes, Jonathan M. , Cotter, Susan A.

Optometry and Vision Science | May 1, 2026 | Volume: 103 | Issue: 4 | Pages: No page available

10.1002/ovs2.70040 | PMID 42062237 Get It

ABSTRACT Purpose To validate a custom smartphone application for at‐home visual acuity (VA) measurement in children. Methods A total of 452 children aged 3–17.5 years participated. Certified examiners measured in‐office test–retest VA (logMAR) using gold‐standard Amblyopia Treatment Study HOTV (3‐to‐6‐year‐olds, younger cohort) or electronic Early Treatment of Diabetic Retinopathy Study (7‐to‐17.5‐year‐olds, older cohort) protocols at 3–4.5 m and app‐based VA at 1.5 m. Caregivers measured at‐home app‐based VA at 1.5 m. Results Comparing at‐home app‐based with gold‐standard VA, in eyes 20/40 or better, 95% (143/151) and 93% (91/98) of the younger and older cohorts were within 2 lines, respectively (mean differences: younger = −0.03, older = −0.04; 95% limits‐of‐agreement half‐width (LOA): younger = ±0.26, older = ±0.22). In eyes 20/50 or worse, 66% (42/64) and 75% (76/101) of the younger and older cohorts were within 2 lines, respectively (mean differences: younger = 0.11, older = 0.13, LOA: younger = ±0.50, older = ±0.51). Comparing in‐office app‐based VA with gold‐standard VA, in eyes 20/40 or better, 98% (160/164) and 94% (99/105) of the younger and older cohorts were within 2 lines, respectively (mean differences: younger = −0.03, older = −0.03; LOA: younger = ±0.22; older = ±0.24). In eyes 20/50 or worse, 85% (60/71) and 91% (101/111) of the younger and older cohorts were within 2 lines, respectively (mean differences: younger = 0.04; older = 0.04; LOA: younger = ±0.39; older = ±0.24). For gold‐standard test–retest, in eyes 20/40 or better, 99% (163/164) and 99% (104/105) of the younger and older cohorts had retest within 2 lines, respectively (mean differences: younger = 0.00; older = 0.01; LOA: younger = ±0.17; older = ±0.11). For 20/50 or worse, 92% (66/72) and 100% (111/111) in the younger and older cohorts were within 2 lines, respectively (mean differences: younger = 0.01; older = 0.02; LOA: younger = ±0.35; older = ±0.15). Conclusions Our app demonstrated good concordance with the gold standard at home and in the office for eyes with VA of 20/40 or better. However, concordance decreased considerably for eyes with VA 20/50 or worse, particularly at home.
Early ctDNA Stratifies Survival in Locally Advanced and Oligometastatic Lung Cancer Treated with Radiotherapy
Hashmi, Ayesha , Linford, Jessica , Chauhan, Pradeep S, Parikh, K, Pillai, Malvika , Guittar, John , Ben-Shachar, Rotem , Patel, Jyoti , Nimeiri, Halla , Bergsagel, Matteo , Park, S, Olivier, Kenneth R. , Owen, Dawn , Lee, K.N. , Morgensztern, Daniel, Robinson, Clifford G, Bergom, Carmen , Samson, Pamela , Pellini, B., Vlacich, Gregory , Chaudhuri, Aadel A, Chauhan, Pradeep S. , Ben‐Shachar, Rotem , Chauhan, Pradeep S , Parikh, Kaushal , Patel, Jyoti , Semenkovich, Nicholas P , Park, Sean S , Owen, Dawn , Routman, David M , Lee, Katie N , Sherry, Alexander D , Mansfield, Aaron S , Morgensztern, Daniel , Govindan, Ramaswamy , Robinson, Clifford , Bergom, Carmen , Waqar, Saiama N , Samson, Pamela P , Pellini, Bruna , Vlacich, Gregory R , Chaudhuri, Aadel A , Patel, Jyoti D. , Semenkovich, Nicholas P. , Routman, David M. , Sherry, Alexander D. , Mansfield, Aaron S. , Morgensztern, Daniel , Govindan, Ramaswamy , Pellini, Bruna , Chaudhuri, Aadel A.

Clinical Cancer Research | April 30, 2026 | Volume: 32 | Issue: 14 | Pages: 2945-2956

10.1158/1078-0432.ccr-25-4983 | PMID 42059900 Get It

Abstract Purpose: Circulating tumor fraction estimate (ctFE) is a machine learning–derived composite metric of circulating tumor DNA (ctDNA) burden. We hypothesized that pre-treatment and early on-treatment ctFE could robustly risk-stratify patients with locally advanced (LA) and oligometastatic non–small cell lung cancer (NSCLC) treated with radiotherapy (RT). Experimental Design: In a prospective phase II clinical trial (NCT03916419), 26 patients with unresectable stage IIB to IIIC NSCLC received magnetic resonance (MR)-guided hypofractionated chemoradiotherapy (chemoRT) followed by immunotherapy. Plasma ctDNA was profiled at baseline and mid-treatment (days 10–14) to derive ctFE and maximum variant allele frequency (Max VAF). A burden-based ctFE threshold derived from baseline samples was applied unchanged to mid-treatment samples and validated in two external cohorts: LA NSCLC treated with chemoRT (LA-RW; n = 94) and oligometastatic NSCLC treated with RT (OM-RW; n = 309). Results: Pre- and mid-treatment ctFE burden strongly stratified overall survival (OS) and progression-free survival (PFS), outperforming Max VAF and ctFE detectability. The baseline ctFE was prognostic for OS (HR 5.93, P = 0.005) and PFS (HR 11.08, P < 0.001) and remained significant at mid-treatment (OS: HR 7.08; PFS: HR 12.06; both P < 0.001). Early ctFE dynamics defined three molecular response groups with OS separation (median OS 60.8 vs. 13.0 vs. 2.9 months; P < 0.001). ctFE remained associated with survival in both validation cohorts. Conclusions: Early ctFE derived from a clinically available, tumor-naïve ctDNA assay enables noninvasive risk stratification in LA and oligometastatic NSCLC treated with RT, supporting its use as a practical biomarker for precision treatment adaptation.
Abstract 32: Sleep Characteristics and Plasma Biomarkers of Alzheimer’s Disease Pathology, Neurodegeneration, and Neuroinflammation: The Atherosclerosis Risk in Communities Neurocognitive Study (ARIC-NCS)
Barbee, Jenna , Lutsey, Pamela, Pike, James, Fakhreddin, Randy, Coresh, Joe, Mosley, Thomas, Lucey, Brendan, Full, Kelsie, Spira, Adam, Hughes, Timothy, Knopman, David, Palta, Priya, Lutsey, Pamela L. , Pike, James, Coresh, Joe, Lucey, Brendan P. , Full, Kelsie M , Hughes, Timothy M. , Knopman, David S.

Circulation | April 30, 2026 | Volume: 153 | Issue: Suppl_1 | Pages: No page available

10.1161/cir.153.suppl_1.32 Get It

Introduction: Abnormal sleep has been linked to increased dementia risk, but the pathophysiological processes driving this connection are unclear. To provide insight into the biological pathways underlying the relationship between sleep and brain health, we tested the hypothesis that increased obstructive sleep apnea (OSA) severity and shorter habitual sleep duration are associated with a higher burden of Alzheimer’s disease (AD) pathology, neurodegeneration, and neuroinflammation measured through plasma biomarkers. Methods: ARIC participants who took part in the Sleep Heart Health Study at Visit 4 (1996-98) with stored plasma samples at Visit 3 (1993-95) and Visit 5 (2011-13) were examined (n=261; mean age 61.3 years; 43.3% male). OSA severity, categorized based on the number of apneas and hypopneas per hour of sleep (<5 events/hour [Normal], 5 to <15 events/hour [Mild OSA], or ≥15 events/hour [Moderate/Severe OSA]) was assessed via in-home polysomnography, and average habitual sleep duration (<7 hours, 7 to <8 hours, or ≥8 hours) was self-reported. Plasma biomarkers of amyloid beta (Aβ) 42 and 40, phosphorylated Tau 181 (p-Tau181), neurofilament light chain (NfL), and glial fibrillary acidic protein (GFAP) were measured using Quanterix Simoa immunoassays. Covariate-adjusted linear regression models estimated associations of sleep indices in 1996-98 with standardized plasma biomarker measurements in 1993-95 (3 years earlier) and in 2011-13 (15 years later). Covariate-adjusted linear mixed effects models quantified associations of sleep measures with the 5-year rates of change in standardized biomarker levels (1993-2013). Results: Compared to a habitual sleep duration of 8 hours or more, sleeping less than 7 hours per night was associated with higher NfL, a biomarker of neurodegeneration, 15 years later (β = 0.252; 95% confidence interval [CI]: 0.003, 0.501). Sleep indices were not associated with biomarker levels 3 years earlier. Counter to our hypothesis, Moderate/Severe OSA was associated with slower increases in p-Tau181 (β = -0.102; 95% CI: -0.198, -0.006), a biomarker of AD pathology, over a median of 17.9 years. Conclusions: Short habitual sleep duration may impact dementia outcomes through neurodegenerative and other processes rather than through pathways specific to AD pathology or neuroinflammation. Longitudinal studies with sleep measurements in larger, more diverse samples are needed to further distinguish the pathways linking sleep to dementia.
Phase II Trial of Encapsulated Rapamycin to Reduce Polyp Burden Associated with Familial Adenomatous Polyposis
Broderick, Joseph C , Samadder, N. Jewel , Stoffel, Elena , Fang, John C. , Stanich, Peter P. , Wise, Paul , Wright, Randy , Clifton, Travis, Peoples, George E. , Broderick, Joseph , Stoffel, Elena M. , Clifton, Guy T. , Wise, Paul E. , Samadder, N Jewel , Clifton, Guy T , Peoples, George , Burke, Carol A , Broderick, Joseph C, Burke, Carol A.

Clinical Cancer Research | April 28, 2026 | Volume: 32 | Issue: 15 | Pages: 3146-3156

10.1158/1078-0432.ccr-25-4126 | PMID 42048421 Get It

Abstract Purpose: Familial adenomatous polyposis (FAP) confers a significant risk of colorectal/duodenal cancer. Encapsulated rapamycin (eRapa) has demonstrated promise as FAP chemoprevention in early clinical studies. Patients and Methods: Thirty patients with FAP enrolled to three dosing regimens of eRapa (0.5 mg): cohort 1—every other day, cohort 2—daily every other week, or cohort 3—daily. The primary endpoints were safety/tolerability, pharmacokinetics, and percentage change from baseline (PCFB) in colorectal polyp burden (CPB) at 6 months. Secondary endpoints included PCFB total (TPB) and duodenal (DPB) polyp burden and change in International Society for Gastrointestinal Hereditary Tumors stage and Spigelman score at 6 and 12 months. Results: Twenty nine of thirty patients (97%) completed the 12-month study with predictable bioavailability. Low-grade adverse events were frequent but most pronounced in daily dosing. Two patients discontinued treatment related to toxicity. Cohort 1 had the largest decrease median PCFB CPB, DPB, and TPB at 6 months: −39.4 % (IQR, 108.9; P = 0.28), −33.33 % (IQR, 90; P = 0.04), and −38.6 % (IQR, 88.5; P = 0.26), respectively. At 12 months, cohort 2 had the largest decrease median PCFB CPB and TPB: −29.3 % (IQR, 67.6; P = 0.37) and −26.3 % (IQR, 49.5; P = 0.29), respectively. Intermittent dosing cohorts (1 and 2) reduced DPB at 6 months (P = 0.04) and improved TPB at 12 months (P = 0.05) compared with daily dosing. Conclusions: eRapa was safe, tolerable, and showed preliminary efficacy for FAP chemoprevention. The 0.5 mg daily every-other-week schedule will be evaluated in an upcoming phase III trial.
Update from the Long-Term Follow-Up Phase of ReNeu: A Pivotal Phase 2b Trial of Mirdametinib in Adults and Children with Neurofibromatosis Type 1-Associated Symptomatic Plexiform Neurofibroma
Hirbe, A., Shuhaiber, H., Viskochil, D., Sidhu, A., Meade, J., Weintraub, L., Langseth, A., Weber, M., Lokku, A., Hajjar, F., Antony, R., Schiff, D., Raslan, A., Nevel, K., Babovic-Vuksanovic, D., Gershon, T., Hirbe, Angela C. , Shuhaiber, Hans, Viskochil, David , Sidhu, A., Langseth, Abraham J. , Lokku, Armend, Hajjar, Fouad, Babovic‐Vuksanovic, Dusica , Gershon, Timothy R.

Neuropediatrics | April 27, 2026 | Volume: 57 | Issue: No issue available | Pages: No page available

10.1055/s-0046-1822861 Get It

Addressing Skin Adverse Events during Mirdametinib Treatment in Patients with Neurofibromatosis Type 1-Associated Plexiform Neurofibromas: Guidance from Experts on the Management of MEK Inhibitor-Associated Skin AEs
Hirbe, A., Anadkat, M., Boull, C., Nickerson, M., Weber, M., Babovic-Vuksanovic, D., Gershon, T., Hirbe, Angela C. , Anadkat, Milan J. , Boull, Christina , Babovic‐Vuksanovic, Dusica , Gershon, Timothy R.

Neuropediatrics | April 27, 2026 | Volume: 57 | Issue: No issue available | Pages: No page available

10.1055/s-0046-1822860 Get It

Acute Brain Injury in New-Onset Refractory Status Epilepticus and Etiology-Defined Status Epilepticus
Meletti, Stefano, Hanin, Aurelie, Bedin, Roberta , Burani, Margherita , Taruffi, Lisa , Urbano, Teresa, d’Achille, Fabio, Malerba, Mara, Basha, Maysaa M., Eschbach, Krista, Farias-Moeller, Raquel, Gerard, Elisabeth E., Gofton, Teneille, Gopaul, Margaret T., Haider, Hiba A. , Hantus, Stephen , Herman, Susan, Kang, Peter, Kandula, Padmaja , Taraschenko, Olga , Wainwright, Mark, Zhou, Daniel J., Lattanzi, Simona, Navarro, Vincent, Hirsch, Lawrence J., Meletti, Stefano , Haider, Hiba A , Hanin, Aurélie , Giovannini, Giada , Orlandi, Niccolò , Urbano, Teresa , Malerba, Mara, Basha, Maysaa , Foreman, Brandon , Farias‐Moeller, Raquel , Gaspard, Nicolas , Gofton, Teneille , Gopaul, Margaret , Day, Gregory S. , Steriade, Claude , Struck, Aaron F. , Wainwright, Mark S. , Yoo, Ji Yeoun , Lattanzi, Simona , Navarro, Vincent , Hirsch, Lawrence J.

JAMA Neurology | April 27, 2026 | Volume: 83 | Issue: 6 | Pages: 563

10.1001/jamaneurol.2026.0865 | PMID 42043830 Get It

Importance Seizure-induced brain injury is central to the treatment urgency of new-onset refractory status epilepticus (NORSE). Identifying biomarkers that reflect ongoing neuronal damage could inform therapeutic timing and improve outcomes. Objective To quantify acute brain injury in patients with cryptogenic NORSE (cNORSE), etiology-defined status epilepticus (eSE), and chronic epilepsy. Design, Setting, and Participants This was an international cross-sectional study conducted between 2013 and 2025. Patients were enrolled at 36 hospitals in the US, 2 in Canada, and 1 in Italy, France, and Belgium. Patients with cNORSE and eSE for which biological samples were obtained during ongoing seizure activity were enrolled in the study. Comparison groups without status epilepticus comprised individuals with chronic epilepsy and healthy participants. None were excluded. Exposures Neurofilament light chain (NfL) and S100-beta (S100B) protein concentrations in serum and cerebrospinal fluid (CSF). Main Outcomes and Measures Degree of neuronal and glial damage, indexed by NfL and S100B levels, and their association with short-term functional outcomes. Results A total of 78 patients with cNORSE (mean [95% CI] age, 37 [30-41] years; 44 female [56%]) and 2 independent cohorts of 211 patients (mean [95% CI] age, 69 [66-71] years; 128 female [61%]) and 73 patients (mean [95% CI] age, 56 [45-65] years; 39 male [53%]) with eSE were included. NfL concentrations were markedly elevated in cNORSE—approximately 10-fold higher in CSF and 4-fold higher in serum—compared with the eSE cohorts (CSF: median [IQR], 6408 [1503-22 963] pg/mL compared with 694 [219-2389] pg/mL; serum: median [IQR], 231 [99-855] pg/mL compared with 55 [20-135] pg/mL; P &amp;lt;.001). Serum NfL levels were nearly 20-fold higher in cNORSE than in the cohort with epilepsy and in healthy controls (median [IQR], 11 [7-19 ] and 7 [5-14 ] pg/mL, respectively). Serum and CSF NfL levels were strongly correlated (Spearman ρ = 0.75; P &amp;lt; .001) and rose sharply between week 1 (median [IQR], 101 [51-137] pg/mL), week 2 (median [IQR], 197 [117-324] pg/mL), and week 3 (median [IQR], 598 [163-1000] pg/mL) after onset ( P &amp;lt; .001). In contrast, S100B concentrations did not differ between groups and showed no consistent temporal pattern. NfL discriminated cNORSE from eSE (area under the receiver operating characteristic curve [AUROC], 0.79; 95% CI, 0.68-0.90) and from cohorts without status epilepticus (AUROC, 0.99; 95% CI, 0.78-1.00). Higher serum NfL was independently associated with poor functional outcome at discharge (Glasgow Outcome Scale extended score, 1-4; odds ratio, 1.01; 95% CI, 1.00-1.03; P = .03). Conclusions and Relevance Results of this cross-sectional study suggest that acute neuroaxonal injury, as reflected by elevated NfL levels, was substantially greater in cNORSE than in the cohorts with eSE and in controls without status epilepticus. The rapid early rise in NfL highlights a narrow therapeutic window, emphasizing the need for prompt, effective, and potentially neuroprotective interventions in cNORSE.
Postapproval Study for Brain-Responsive Neurostimulation for Drug-Resistant Focal Epilepsy
Eliashiv, Dawn , Rao, Vikram R. , Jobst, Barbara C. , Szaflarski, Jerzy P. , Rolston, John D., Kaye, Lesley , Bullinger, Katie L. , Dugan, Patricia , Burdette, David E. , Peters, Angela , Sheikh, Atif, Haas, Kevin F., Mnatsakanyan, Lilit , Bensalem‐Owen, Meriem, Study, for the RNS System PAS, Doherty, Michael J., Razavi, Babak, Fisher, Tiffany , Modur, Pradeep N., Constantino, Tawnya, Salanova, Vicenta , Taraschenko, Olga , Rivera‐Cruz, Angélica , Balabanov, Antoaneta, Aboumatar, Sami, Fried, Itzhak , Drees, Cornelia , Shin, Hae Won, Jaisani, Zeenat , Maciver, Stephanie , Patra, Sanjay , Chang, Edward F. , Gwinn, Ryder, Stoub, Travis , Crabtree, Tami , Seale, Cairn G. , McFadden, Sharon C. , Norman, Jacob F. , Johnson, Lise, Elisevich, Kort, Peng, Emory, Mazumder, Rajashi, Jennings, Tara, Esparza, Melissa Johnston, Harid, Nitish, Farooque, Pue , Hirsch, Lawrence, Gerrard, Jason, Wabulya, Angela , Riley, Kristen, Pati, Sandipan, Johnson, Jessica, Kirchoffer, Kaitlyn, Bamps, Yvan , Rolston, John D. , Rolston, John D , Kaye, Lesley C , Ganguly, Taneeta Mindy , Bullinger, Katie , Dugan, Patricia C , Burdette, David E , Peters, Angela Y , Sheikh, Atif , Haas, Kevin F , Nair, Dileep R , Mnatsakanyan, Lilit , Quraishi, Imran H , Bensalem-Owen, Meriem K , Doherty, Michael J , Razavi, Babak , Fisher, Tiffany L. , Skidmore, Christopher , Modur, Pradeep N , Constantino, Tawnya M , Cole, Andrew J , Taraschenko, Olga , Rivera-Cruz, Angelica , Wheless, James W , Tandon, Nitin , Balabanov, Antoaneta , Aboumatar, Sami , Fried, Itzhak , Drees, Cornelia , Shin, Hae Won , Jaisani, Zeenat , MacIver, Stephanie E , Patra, Sanjay E , Chang, Edward F , Willie, Jon T , Gwinn, Ryder , Stoub, Travis , Stern, John M , Crabtree, Tami , McFadden, Sharon C , Norman, Jacob F , Johnson, Lise , Morrell, Martha J , Jobst, Barbara , Rao, Vikram R , Ganguly, Taneeta M. , Nair, Dileep , Skidmore, Christopher , Cole, Andrew J. , Wheless, James W. , Tandon, Nitin , Gwinn, Ryder P. , Stern, John M. , Morrell, Martha J. , Pellinen, Jacob , Herlopian, Aline , Sivaraju, Adithya , Damisah, Eyiyemisi C. , Gerrard, Jason L. , Bentley, J. Nicole , Pati, Sandipan Bankim Behari

Neurology | April 24, 2026 | Volume: 106 | Issue: 9 | Pages: No page available

10.1212/wnl.0000000000214875 | PMID 42030518 Get It

Generalizable spinal cord multiple sclerosis lesion segmentation across MRI contrasts, protocols, and centers
Benveniste, Pierre‐Louis , Létourneau‐Guillon, Laurent , Araújo, David , Fetco, Dumitru , Hori, Masaaki , Kamiya, Kouhei , Messina, Steven, Audoin, Bertrand , Blezek, Daniel, Brisset, Jean‐Christophe , Charlson, Erik, Chen, Michelle , Demortière, Sarah , Edan, Gilles , Filippi, M, Kerbrat, Anne , Kirschke, J, Labauge, Pierre, Liu, Yaou, Mainero, Caterina , Medina, Nilser Laines , Reich, Daniel S. , Shepherd, Timothy M. , Smith, Seth A. , Talbott, Jason, Tauhid, Shahamat , Treaba, Constantina A. , Cohen-Adad, Julien, Fetco, Dumitru , Hori, Masaaki , Audoin, Bertrand , Bakshi, Rohit , Bannier, Elise , Blezek, Daniel , Brisset, Jean-Christophe , Callot, Virginie , Chen, Michelle , Ciccarelli, Olga , Edan, Gilles , Filippi, Massimo , Granberg, Tobias , Granziera, Cristina , Hemond, Christopher C , Keegan, B Mark , Kerbrat, Anne , Kirschke, Jan , Kollind, Shannon H , Lee, Lisa Eunyoung , McGinnis, Julian , Laines Medina, Nilser , Mühlau, Mark , Nair, Govind , O'Grady, Kristin P , Oh, Jiwon , Ouellette, Russell , Reich, Daniel S , Rocca, Maria A , Smith, Seth A , Stawiarz, Leszek , Tam, Roger , Traboulsee, Anthony , Treaba, Constantina Andrada , Valsasina, Paola , Yiannakas, Marios , Cohen-Adad, Julien , Guillon, Laurent Letourneau , Chougar, Lydia , Messina, Steven A. , Tsagkas, Charidimos , Blezek, Daniel J. , Ciccarelli, Olga , Filippi, Massimo , Keegan, B. Mark , Labauge, Pierre , Lee, Lisa Eunyoung , Nair, Govind , O’Grady, Kristin P. , Prat, Alexandre , Rocca, Maria A. , Talbott, Jason F. , Tam, Roger , Lombaert, Hervé

Multiple Sclerosis Journal | April 24, 2026 | Volume: 32 | Issue: 6 | Pages: 598-613

10.1177/13524585261427333 | PMID 42028790 Get It

Background/Objectives: Characterizing spinal cord multiple sclerosis (MS) lesions in MRI is critical for diagnosis, monitoring, and treatment evaluation. However, current automated approaches for lesion detection and segmentation are typically designed for specific MRI contrasts or acquisition sites, limiting their generalizability in real-world clinical settings where imaging protocols vary widely. This work proposes a robust multi-site, multi-contrast segmentation framework for spinal cord lesions. Methods: The segmentation model was trained and evaluated on a large-scale dataset comprising 4428 annotated images from 1849 persons with MS across 23 imaging centers, encompassing six MRI contrasts (T1w, T2w, T2*w, PSIR, STIR, and UNIT1) acquired at 1.5 tesla (T), 3 T, and 7 T. Results: Likert-type assessment performed by neuroradiologist ratings demonstrated superior generalization of the model compared to existing contrast-specific pipelines ( p < 0.01). Additional experiments evaluated robustness across spinal levels, acquisition resolutions, binarization thresholds, and quantitative evaluation on external labeled datasets. Conclusions: The proposed model can achieve accurate and reliable spinal cord MS lesion segmentation across heterogeneous MRI data, addressing a key barrier to clinical translation. The model is available in the Spinal Cord Toolbox v7.2 and higher. Code repository: https://github.com/ivadomed/seg-sc-ms-lesion-multicontrast