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706 citation(s) found for "Wu, Kai".

Radiofrequency thermocoagulation in focal epilepsy: A retrospective cohort study
Vasquez, Alejandra , Islam, Karimul , Cross, Madeline R., Miller, Kai J. , Gompel, Jamie J. Van , Lundstrom, Brian N. , Fine, Anthony L. , Van Gompel, Jamie J , Lundstrom, Brian Nils , Fine, Anthony , Islam, Karimul

Epilepsia Open | March 12, 2025 | Volume: 10 | Issue: 2 | Pages: 529-538

10.1002/epi4.70009 | PMID 40018762 Get It

AbstractObjectiveStereoelectroencephalography‐guided radiofrequency thermocoagulation (SEEG‐guided RFTC) has been increasingly used as diagnostic and therapeutic approach for drug‐resistant focal epilepsies (DREs). We aimed to describe seizure outcomes of RFTC before and after further neurosurgical intervention.MethodsRetrospective single‐institution case series of patients who underwent SEEG‐RFTC. The primary outcome was Engel class I–IV classification ([responders Engel I–III and non‐responders Engel IV]) at last follow‐up after RFTC and prior to further neurosurgical intervention (open surgical resection, laser ablation, and neuromodulation).ResultsTwenty‐five patients (median age 18.9 years) with DRE were included. The median follow‐up time after RFTC was 7.2 months, including 20 patients who underwent further intervention (median follow‐up time of 7.3 months) and 5 without intervention (median of 3.5 months). From the patients who had further intervention, 17 (85%) underwent surgical procedure (laser ablation 53%, open surgical resection 47%) (median 4.4 months) and 3 (15%) had responsive neurostimulators placed (median 6.9 months). Prior to further intervention (median follow‐up 3.5 months after RFTC), 12 (48%) patients were classified as responders (12% Engel class I, 16% class II, and 20% class III) and 13 (52%) as non‐responders. Following neurosurgical intervention, 17 (68%) patients were followed for a median time of 2.7 months and 3 were lost to follow‐up. Of eight initial RFTC responders, 87.5% and 12.5% had Engel classes I and III, respectively. Of nine who were non‐responders, 33% had Engel class I, 22% II and III, and 44% IV outcomes following further intervention. No neurologic complications were reported.SignificanceSEEG‐guided RFTC is a well‐tolerated procedure and a beneficial diagnostic approach prior to further neurosurgical interventions in patients with DRE.Plain Language SummarySEEG‐guided RFTC is a well‐tolerated procedure and in the patients who experienced initial seizure reduction (n = 8), subsequent neurosurgical intervention (surgery or neuromodulation) led to favorable seizure outcomes (87.5% seizure freedom and 12.5% worthwhile seizure improvement).
Modulating limbic circuits in temporal lobe epilepsy: impacts on seizures, memory, mood and sleep
Křemen, Václav , Sladky, Vladimir , Mívalt, Filip , Gregg, Nicholas M. , Brinkmann, Benjamin H. , Balzekas, Irena , Marks, Victoria S. , Lundstrom, Brian N. , Cui, Jie, Alden, Eva , Fields, Julie A. , Crockett, Karla, Adolf, Jindřich , Bilderbeek, Jordan, Hermes, Dora, Miller, Kai J. , Bilderbeek, Jordan , Marks, Victoria S , Kucewicz, Michal, Lundstrom, Brian Nils , St Louis, E K , Croarkin, Paul E , Alden, Eva C, Messina, Steven, Miller, Kai Joshua, Van Gompel, Jamie, Brinkmann, Benjamin H , Kremen, Vaclav , Gregg, Nicholas M , Bilderbeek, Jordan A , Mivalt, Filip , Kucewicz, Michał T. , Cui, Jie , Louis, Erik K. St. , Croarkin, Paul E. , Joseph, Boney , Hermes, Dora , Messina, Steven A. , Gompel, Jamie J. Van , Denison, Timothy , Worrell, Gregory A.

Brain Communications | March 7, 2025 | Volume: 7 | Issue: 2 | Pages: No page available

10.1093/braincomms/fcaf106 | PMID 40196395 Get It

Abstract Temporal lobe epilepsy is a common neurological disease characterized by recurrent seizures that often originate within limbic networks involving amygdala and hippocampus. The limbic network is involved in crucial physiologic functions involving memory, emotion and sleep. Temporal lobe epilepsy is frequently drug-resistant, and people often experience comorbidities related to memory, mood and sleep. Deep brain stimulation targeting the anterior nucleus of the thalamus (ANT-DBS) is an established therapy for temporal lobe epilepsy. However, the optimal stimulation parameters and their impact on memory, mood and sleep comorbidities remain unclear. We used an investigational brain sensing-stimulation implanted device to accurately track seizures, interictal epileptiform spikes (IES), and memory, mood and sleep comorbidities in five ambulatory subjects. Wireless streaming of limbic network local field potentials (LFPs) and subject behaviour were captured on a mobile device integrated with a cloud environment. Automated algorithms applied to the continuous LFPs were used to accurately cataloged seizures, IES and sleep-wake brain state. Memory and mood assessments were remotely administered to densely sample cognitive and behavioural response during ANT-DBS in ambulatory subjects living in their natural home environment. We evaluated the effect of continuous low-frequency and duty cycle high-frequency ANT-DBS on epileptiform activity and memory, mood and sleep comorbidities. Both low-frequency and high-frequency ANT-DBS paradigms reduced seizures. However, continuous low-frequency ANT-DBS showed greater reductions in IES, electrographic seizures and better sleep and memory outcomes. These results highlight the potential of synchronized brain sensing and dense behavioural tracking during ANT-DBS for optimizing neuromodulation therapy. While studies with larger patient numbers are needed to validate the benefits of low-frequency ANT-DBS, these findings are potentially translatable to individuals currently implanted with ANT-DBS systems.
Clinical Outcomes With Normothermic Pulsatile Organ Perfusion in Heart Transplantation: A Report From the OCS Heart Perfusion Registry
Stehlik, Josef , Farr, Maryjane , Mehra, Mandeep R. , Schroder, Jacob N. , D’Alessandro, David A. , Pal, Jay D. , Villavicencio, Mauricio A. , Gruber, Peter J. , Couper, Gregory S., Shudo, Yasuhiro , Patel, Parag C. , Daneshmand, Mani A. , Klein, Liviu , Shah, Ashish S. , Skipper, Eric, Esmailian, F., Goldstein, Daniel J. , Ohira, Suguru , Kaczorowski, David, Takeda, Koji , Malyala, R., Haft, Jonathan W., Sun, Benjamin , Kilic, Arman , Anyanwu, Anelechi, Williams, Celeste T. , Kai, Masashi , Sulemanjee, Nasir , Funamoto, Masaki , Salerno, Christopher T. , Durham, Lucian A. , Shaffer, Andrew , Zhou, Xiang , Milano, Carmelo A. , Farr, Maryjane A , Goldstein, Daniel , Lozonschi, Lucian , Takeda, Koji , Meyer, Dan M , Sun, Benjamin C , Pretorius, Victor , Pham, Duc T , Kai, Masashi , Sulemanjee, Nasir Z , Funamoto, Masaki , Durham, Lucian A , Shaffer, Andrew , Zafar, Farhan , Pinney, Sean P , Milano, Carmelo A , Mehra, Mandeep R , Lozonschi, Lucian , Pretorius, Victor , Itoh, Akinobu , Ikonomidis, John S.

Circulation | March 7, 2025 | Volume: 151 | Issue: 13 | Pages: 896-909

10.1161/circulationaha.124.071743 | PMID 40052272 Get It

BACKGROUND: A preservation system, the Organ Care System (OCS; TransMedics) uses normothermic pulsatile perfusion during organ transport for heart transplantation. This system has demonstrated favorable outcomes in hearts recovered from extended-criteria donors after brain death (DBD) and donors after circulatory death (DCD). METHODS: The OCS Heart Perfusion Registry collects data on US heart transplantations using the OCS, static cold storage (SCS), or thoracoabdominal normothermic regional perfusion (NRP) and donor hearts recovered from DBD or DCD donors. We analyzed donor and recipient characteristics and posttransplantation outcomes in patients transplanted with OCS donor hearts (either DBD or DCD) compared with SCS hearts, and with OCS hearts from DCD donors compared with those recovered with NRP followed by SCS. Propensity score matching was used in survival analyses to adjust for differences among recipient characteristics. RESULTS: Between 2021 and 2023, 3225 consecutive heart transplantations enrolled from 56 centers were analyzed in the Heart Perfusion Registry. The OCS was used in 854 of 3225 heart transplantations (26.4%), among which 340 (39.8%) were DBD and 514 (60.2%) were DCD donors, whereas 2174 DBD donors were recovered with SCS and another 197 DCD donors with NRP techniques. The OCS-DBD group experienced a greater number of organ offer refusals before final acceptance (13 versus 6; Wilcoxon rank sum, P <0.001) and a longer transport distance (667 miles versus 232 miles; Wilcoxon rank sum, P <0.001) compared with SCS-DBD. Survival at 12 months was similar between the 2 groups (89.9% for OCS-DBD versus 90.6% for SCS-DBD; marginal Cox model, P =0.54). Among the OCS-DCD and SCS-DBD groups, survival at 12 months was also similar (91.0% versus 92.5%, respectively; marginal Cox model, P =0.32). The OCS-DCD and NRP-DCD groups demonstrated similar survival (91.0% versus 91.7%, respectively; log rank, P =0.63), although the transport distance was longer in OCS-DCD compared with DCD with NRP followed by SCS (400 miles versus 223 miles; Wilcoxon rank sum, P <0.001). By 2023, 90% of all OCS donor management and recovery was performed with dedicated organ recovery teams. CONCLUSIONS: We demonstrate that real-world implementation of the OCS for DBD donors (using predominantly a dedicated recovery team) is associated with expanded donor criteria, longer transport distance, and excellent posttransplantation outcomes. In OCS-DCD donors, outcomes parallel those of donors recovered with NRP-DCD and compare favorably with DBD donor organs.
Broadband synergy versus oscillatory redundancy in the visual cortex
Hermes, Dora , Jensen, Michael A. , Vinck, Martin , Canales‐Johnson, Andrés , Äijälä, Juho , Burger, Florian , Uran, Cem , Jensen, Michael A , Ince, Robin A A , Vinck, Martin , Hermes, Dora , Canales-Johnson, Andres , Roberts, Louis, Äijälä, Juho , Miller, Kai J. , Ince, Robin A. A.

No container title available | March 2, 2025 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1101/2025.02.27.640666 | PMID 41332768 Get It

Abstract The cortex generates diverse neural dynamics, ranging from broadband fluctuations to narrowband oscillations at specific frequencies. Here, we investigated whether broadband and oscillatory dynamics play different roles in the encoding and transmission of visual information. We used information-theoretical measures to dissociate neural signals sharing common information (i.e., redundancy) from signals encoding complementary information (i.e., synergy). We analyzed electrocorticography (ECoG) and local field potentials (LFP) in the visual cortex of human and non-human primates (macaque) to investigate the extent to which broadband signals (BB) and narrowband gamma (NBG) oscillations conveyed synergistic or redundant information about images. In both species, the information conveyed by BB signals was highly synergistic within and between visual areas. By contrast, the information carried by NBG was primarily redundant within and between the same visual areas. Finally, the information conveyed by BB signals emerged early after stimulus onset, while NBG sustained information at later time points. These results suggest a potential dual role of BB and NBG cortical dynamics in visual processing, with broadband dynamics supporting nonlinear pattern recognition and oscillations facilitating information maintenance across the cortex.
Urinary control in cervical myelopathy: does it improve postsurgery? A Quality Outcomes Database study
Shabani, Saman , Le, Vivian , Jamieson, Alysha, Chan, Andrew K. , Johnson, Sarah E. , Wang, Michael Y. , Haid, Regis W., Knightly, John J. , Gottfried, Oren N., Shaffrey, Christopher I. , Virk, Michael S. , Shaffrey, Mark E., Foley, Kevin T. , Coric, Domagoj , Upadhyaya, Cheerag D., Potts, Eric A. , Turner, Jay D. , Tumialán, Luis M. , Chou, Dean , Fu, Kai-Ming, Asher, Anthony L. , Bisson, Erica F. , Bydon, Mohamad , Mummaneni, Praveen V. , Lavadi, Raj Swaroop , Agarwal, Nitin , Letchuman, Vijay , Park, Paul , Uribe, Juan S.

Journal of Neurosurgery: Spine | February 28, 2025 | Volume: 42 | Issue: 5 | Pages: 541-550

10.3171/2024.10.spine24338 | PMID 40020227 Get It

OBJECTIVE Cervical spondylotic myelopathy (CSM) can be associated with urinary dysfunction, leading to an inability or marked difficulty with micturition. This study aimed to evaluate the urinary dysfunction, long-term prognosis, and recovery in patients with CSM following surgical intervention. METHODS The CSM cases of the Quality Outcomes Database SpineCORe study group were analyzed. Urinary control was assessed using the modified Japanese Orthopaedic Association (mJOA) urinary function subscore. Improvement was defined as a minimum improvement of 1 point in the mJOA urinary function subscore at the 2-year follow-up. Univariate and multivariable analyses were conducted as appropriate. RESULTS Of 1141 patients, 772 (67.7%) patients were identified with a minimum 2-year follow-up mJOA score, and 249 (32.3%) of these patients reported baseline urinary dysfunction. Of those 249 patients with baseline urinary control problems, 193 (77.5%) had improvement in urinary function postoperatively, and more women than men had improved urinary control after CSM surgery (54.9% vs 45.1%, p = 0.03). Apart from sex, demographic characteristics of patients who experienced urinary function improvement versus those who did not were similar. Patients who experienced urinary function improvement had lower overall baseline mJOA scores (10.2 vs 13, p < 0.01). Both cohorts reported similar rates of postoperative satisfaction (North American Spine Society scores of 1 and 2) (89.1% vs 85.9%, p = 0.26). CONCLUSIONS Among the one-third of patients with CSM experiencing urinary dysfunction, nearly 78% achieve improved urinary function at the 2-year postoperative follow-up. Women are more likely to experience improvement in this function. Patients with and without improvements in urinary function are equally satisfied with their surgery and report similar outcomes on long-term follow-up.
Does smoking status affect baseline symptom severity and patient-reported outcomes and satisfaction in patients with cervical myelopathy at 24 months? A Quality Outcomes Database study
Park, Christine , Bhowmick, Deb A. , Shaffrey, Christopher I., Johnson, Sarah E. , Bisson, Erica F. , Asher, Anthony L. , Coric, Domagoj , Potts, Eric A. , Foley, Kevin T. , Wang, Michael Y. , Fu, Kai-Ming, Virk, Michael S. , Knightly, John J. , Meyer, Scott A., Upadhyaya, Cheerag D., Shaffrey, Mark E., Schüpper, Alexander J. , Tumialán, Luis M. , Turner, Jay D. , Chan, Andrew K. , Chou, Dean , Haid, Regis W., Mummaneni, Praveen V., Bydon, Mohamad , Gottfried, Oren N., Shaffrey, Christopher I. , Lavadi, Raj Swaroop , Park, Paul , Fu, Kai-Ming, Uribe, Juan S. , Mummaneni, Praveen V.

Journal of Neurosurgery: Spine | February 14, 2025 | Volume: 42 | Issue: 5 | Pages: 533-540

10.3171/2024.10.spine24744 | PMID 39951720 Get It

OBJECTIVE It is not clear whether smoking impacts patient-reported outcomes (PROs) in patients with cervical spondylotic myelopathy (CSM). The aim of this study was to explore the impact of smoking status on baseline symptom severity and the rate of achieving satisfaction and the minimal clinically important differences (MCIDs) for PROs in patients with CSM. METHODS This study was an analysis of the prospective Quality Outcomes Database CSM module. Patients aged ≥ 18 years diagnosed with primary CSM who underwent elective surgery were included. PROs (visual analog scale [VAS] neck and arm pain, Neck Disability Index [NDI], modified Japanese Orthopaedic Association [mJOA], and EQ-5D scores and North American Spine Society [NASS] patient satisfaction) were collected at baseline and 24 months of follow-up. RESULTS Of the 1141 patients with CSM, 202 (17.7%) were smokers and 939 (82.3%) were nonsmokers. Compared with the nonsmokers, smokers were younger (56.3 ± 11.3 years vs 61.5 ± 11.7 years, p < 0.01) and had a lower BMI (29.3 ± 6.8 vs 30.3 ± 6.3, p = 0.04). A higher proportion of smokers had depression, anxiety, and chronic obstructive pulmonary disease (all p < 0.01). At baseline, smokers had worse pain (VAS neck pain score: 6.0 ± 3.2 vs 5.1 ± 3.3; VAS arm pain score: 5.7 ± 3.2 vs 4.7 ± 3.5), disability (NDI score: 45.2 ± 20.0 vs 37.1 ± 20.6), myelopathy (mJOA score: 11.5 ± 2.9 vs 12.2 ± 2.8), and quality of life (EQ-5D score: 0.51 ± 0.23 vs 0.57 ± 0.22) (all p < 0.01). At the 24-month follow-up, a higher proportion of smokers achieved the MCID in mJOA (69.4% vs 56.6%, p < 0.01) compared with nonsmokers. However, after accounting for significant covariates, there was no significant difference in the baseline disease severity. There was also no difference between the PROs at the 24-month follow-up. The two groups also achieved similar MCIDs for most PROs and were similarly satisfied (NASS score of 1 or 2: smoker 81.2% vs nonsmoker 84.6%, p = 0.29) 24 months after surgery. CONCLUSIONS Smokers and nonsmokers with CSM had similar baseline disease severity and 24-month PROs. They also achieved similar rates of MCIDs for PROs and satisfaction after surgery. Numerous previous studies have documented the association between tobacco usage and inferior clinical outcomes after spine surgery. However, in the context of severe and debilitating spinal disorders such as cervical myelopathy, meaningful and impactful improvements are still seen in properly selected patients.
American Clinical Neurophysiology Society Technical Standards for Electrical Stimulation With Intracranial Electrodes for Functional Brain Mapping and Seizure Induction
Arya, Ravindra , Baumer, Fiona M. , Jayakar, Prasanna, Kheder, Ammar , Lesser, Ronald P. , Miller, Kai J. , Nuwer, Marc R. , Pedersen, Nigel P. , Ritaccio, Anthony L. , Sabsevitz, David S. , So, Elson L., Tatum, William O. , Templer, Jessica W. , Baumer, Fiona M , Arya, Ravindra , Templer, Jessica W , Chauvel, Patrick , Frauscher, Birgit , Lega, Bradley Charles , Sinha, Saurabh R. , Schuele, Stephan

Journal of Clinical Neurophysiology | February 13, 2025 | Volume: 42 | Issue: 3 | Pages: 190-200

10.1097/wnp.0000000000001149 | PMID 39946166 Get It

Purpose: These American Clinical Neurophysiology Society technical standards suggest best practices for electrical stimulation mapping (ESM) with subdural and stereotactic depth electrodes for seizure induction and mapping of brain function. Methods: A working group was convened from American Clinical Neurophysiology Society membership with expertise in ESM. PubMed searches were performed to identify pertinent peer-reviewed literature. Recurrent meetings reviewed progress, built consensus by discussion, and developed evidence-based recommendations to the extent possible. Recommendations: Stimulators used for ESM should have sufficient dynamic range, ability to interrupt a stimulus train, and ictal disrupt mechanism(s). Charge density should be calculated for the specific electrodes and ESM settings, the maximum safe limits being 52 to 57 μC/cm 2 /phase for subdural electrodes and not established for stereotactic depth electrodes. Subdural ESM for functional mapping is typically performed at 50-Hz pulse frequency, 200- to 300-µs pulse width, 2- to 8-s train duration, and 1- to 20-mA current strength. Stereo ESM is commonly performed using 2 different pulse frequencies: 1 Hz (300–500 µs pulse width, train duration up to 30 s, and often a constant current of 3–5 mA), and 50 Hz (100–500 µs pulse width, train duration 2-8 s, and 0.5–10 mA current intensity). Conclusions: This guideline provides technical standards for the performance of ESM, which will likely evolve over time with advances in technology and additional evidence (also see Graphical Abstract).
Symposia Report of The Annual Biological Sciences Section Meeting of the Gerontological Society of America 2023, Tampa, Florida
Rogina, Blanka , Anderson, Rozalyn M. , Curan, Sean, Yousefzadeh, Matthew J. , Ghosh, Bhaswati, Duque, Gustavo , Howlett, Susan E. , Austad, Steven N. , Korfhage, Justin , Christensen, Kaare , Carey, James R. , Bell, Justice, Gomes, Ana P. , Dixit, Vishwa Deep , Sen, Payel , Imai, Shin‐ichiro , Valdez, Gregorio , Orr, Miranda E. , Jones, Leanne , Castillo-Azofeida, David, Bonaguidi, Michael A. , Suh, Yousin , Duncan, Francesca E. , C, Weigler G Perry, Burkewitz, Kristopher , Zhou, Kai , Bouhrara, Mustapha , Kolind, Shannon , Dean, Doug, Pálovics, Róbert , Niedernhofer, Laura J. , Fan, Rong , Bueckle, Andreas , Kapahi, Pankaj , Jiang, Nisi , Diaz, Jose , Mishra, Sidharth P. , Ralmundo, Nuno, Banarjee, Reema , Allsopp, Richard , Curran, Sean P. , Anderson, Rozalyn M , Curran, Sean P , Yousefzadeh, Matthew J , Duque, Gustavo , Howlett, Susan , Austad, Steven , Demuth, Ilja , Gerstorf, Denis , Abadir, Peter , Christensen, Kaare , Palmer, Allyson, Basisty, Nathan , de Cabo, Rafael , Sen, Payel , Baur, Joseph A , Duncan, Francesca E , Benjamini, Dan , Walker, Keenan A , Dean, Douglas C , Gladyshev, Vadim N , Fan, Rong , Sato, Shogo , Jiang, Nisi , Ashiqueali, Sarah A., Allsopp, Richard , Niedernhofer, Laura J , Kollind, Shannon H , LeBrasseur, Nathan K. , Lombard, David B. , Alberts, Susan C. , Campos, Fernando A. , Palavicini, Juan Pablo , Palmer, Allyson K. , Basisty, Nathan , Cabo, Rafael de , Baur, Joseph A. , Li, Xiaoling , Pletcher, Scott D. , Andersen, Julie Kay , Jones, Leanne, Suh, Yousin , Murray, Anna , Wang, Meng C., Henne, W. Mike , Walker, Keenan A. , Reiter, David A. , Gorbunova, Vera , Gladyshev, Vadim N. , Hurley, Jennifer , Esser, Karyn A. , Ashiqueali, Sarah , Reynolds, Lindsay M. , Zhang, Bohan , Sebastiani, Paola , Monti, Stefano , Schork, Nicholas J. , Rappaport, Noa

The Journals of Gerontology, Series A: Biological Sciences and Medical Sciences | February 11, 2025 | Volume: 80 | Issue: 5 | Pages: No page available

10.1093/gerona/glaf026 | PMID 39932386 Get It

Abstract The aging process is universal, and it is characterized by a progressive deterioration and decrease in physiological function leading to decline on the organismal level. Nevertheless, a number of genetic and nongenetic interventions have been described, which successfully extend healthspan and lifespan in different species. Furthermore, a number of clinical trials have been evaluating the feasibility of different interventions to promote human health. The goal of the annual Biological Sciences Section of the Gerontological Society of America meeting was to share current knowledge of different topics in aging research and provide a vision of the future of aging research. The meeting gathered international experts in diverse areas of aging research including basic biology, demography, and clinical and translational studies. Specific topics included metabolism, inflammaging, epigenetic clocks, frailty, senescence, neuroscience, stem cells, reproductive aging, inter-organelle crosstalk, comparative transcriptomics of longevity, circadian clock, metabolomics, and biodemography.
Multi-modal AI for Opportunistic Screening, Staging and Progression Risk Stratification of Steatotic Liver Disease
Gao, Yuan , Li, Chun Li, Chang, W., Du, Bai , Ye, Xianghua , Xia, Ying , Liu, Wei , Bai, Ruo Bing, Li, Bei Bei, Hong, Yang , Cao, Kai , Yan, Ke , Li, Chunli , Chang, Wanxing , Du, Bai , Yeo, Yee Hui , Xia, Yingda , Guo, Heng, Zhang, Xiaoming , Bai, Ruobing , Li, Beibei , Hong, Yang , Yao, Jiawen , Lu, Le , Cao, Kai , Yan, Ke , Chen, Jun, Li, Jie , Hou, Yang (Greg), Zhang, Ling , Shi, Yu

No container title available | February 11, 2025 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-5783643/v1 Get It

Abstract The prevalence of steatotic liver disease (SLD) is rising globally, presenting a significant public health challenge. While non-contrast computed tomography (CT) scans hold promise for the opportunistic detection of SLD, their full potential has not been systematically explored. Clinical indicators, such as serum data, are crucial for monitoring the progression of SLD. We introduce a novel Multimodal AI for Opportunistic Steatotic Liver Disease Screening (MAOSS), which integrates demographic data, serum tests, conventional CT biomarkers, and deep learning-derived CT image features to enhance model performance and explainability. MAOSS employs an innovative learning strategy, trained on a large-scale dataset (n = 1,783) encompassing both histopathologically-confirmed SLD and radiologically-reported steatosis cases. The model underwent extensive retrospective validation using steatosis grades derived from both histology and MRI-PDFF across internal and external datasets (n = 913), as well as real-world patient data (n = 18,504). It accurately detected mild to severe steatosis (≥ S1) with AUCs ranging from 0.903 to 0.929. Notably, MAOSS significantly improved the overall AUC for radiologists (n = 11) from 0.709 to 0.798 (p < 0.001). Furthermore, MAOSS was applied to optimize the standard clinical pathway for a simulated primary risk screening of SLD patients (n = 1,192), resulting in the identification of 31% more patients at risk of steatohepatitis and liver fibrosis progression, highlighting its potential to enhance SLD detection and management.
Real‐world clinical experience with serum MOG and AQP4 antibody testing by live versus fixed cell‐based assay
Said, Yana , Filippatou, Angeliki , Tran, Conlan , Rezavi, LuAnn, Guo, Kai , Resto, Yasmin, Chen, John J. , Pittock, Sean J. , Sotirchos, Elias S. , Pittock, S J , Calabresi, Peter A , Sotirchos, Elias S , Chen, John J , Said, Yana , Filippatou, Angeliki G , Smith, Matthew D. , Calabresi, Peter A. , Caturegli, Patrizio , Flanagan, Eoin P.

Annals of Clinical and Translational Neurology | February 4, 2025 | Volume: 12 | Issue: 3 | Pages: 556-564

10.1002/acn3.52310 | PMID 39901660 Get It

Abstract Objective To assess the real‐world performance of a live (LCBA) versus a fixed (FCBA) cell‐based assay for the detection of serum antibodies directed against myelin oligodendrocyte glycoprotein (MOG‐IgG) and aquaporin‐4 (AQP4‐IgG). Methods This was a retrospective study of patients evaluated at a single tertiary academic referral center, with serum testing performed clinically for AQP4‐IgG and/or MOG‐IgG by FCBA and LCBA on the same day. Additionally, frozen banked sera from the same day for patients tested only by one assay were retrieved and tested by the other assay. FCBA was performed by the Johns Hopkins Immunology Laboratory using Euroimmun kits with detection by indirect immunofluorescence (FCBA‐IF), whereas LCBA was performed by the Mayo Clinic Neuroimmunology Laboratory with detection by flow cytometry (LCBA‐FACS). Results Of 594 specimens with paired MOG‐IgG testing, 500 were negative by both assays, 33 were positive by both assays, 56 were positive exclusively by LCBA‐FACS, and 5 were only positive by FCBA‐IF. Overall, MOG‐IgG LCBA‐FACS exhibited 95.1% sensitivity and 97.7% specificity, whereas MOG‐IgG FCBA‐IF had 45.7% sensitivity and 99.8% specificity. Of 577 specimens with paired AQP4‐IgG testing, 503 were negative by both assays, 51 were positive by both assays, 21 were positive exclusively by LCBA‐FACS, and 2 were only positive by FCBA‐IF. Overall, AQP4‐IgG LCBA‐FACS exhibited 97.3% sensitivity and 100% specificity, whereas AQP4‐IgG FCBA‐IF had 71.6% sensitivity and 100% specificity. Interpretation LCBA‐FACS for both MOG‐IgG and AQP4‐IgG had markedly better sensitivity than FCBA‐IF, with similar specificity. The use of FCBA‐IF may result in underrecognition of both MOG antibody‐associated disease (MOGAD) and AQP4‐IgG seropositive neuromyelitis optica spectrum disorder (NMOSD).