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193: MIDODRINE TO FACILITATE VASOPRESSOR WEANING IN PATIENTS UNDERGOING CARDIOVASCULAR SURGERY
Warfield, Micaela , Brinkman, Hannah M. , Everson, Brianna, Hickox, Benjamin C., Jacobson, M., Wittwer, Erica D. , Wieruszewski, Patrick M.

Critical Care Medicine | January 31, 2025 | Volume: 53 | Issue: 1 | Pages: No page available

10.1097/01.ccm.0001099436.73923.4e Get It

Comparative efficacy and safety of stent retrievers as a bailout strategy following failed contact aspiration technique in acute stroke thrombectomy
Ezzeldin, Mohamad , Hukamdad, Mishaal , Kasem, Rahim Abo , Ezzeldin, Rime , Maier, Ilko , Rai, Ansaar , Jabbour, Pascal , Kim, Joon‐Tae , Howard, Brian M. , Wolfe, Stacey Q , Starke, Robert M., Psychogios, Marios‐Nikos , Dye, Justin , Alaraj, Ali , Yoshimura, Shinichi, Tanweer, Omar , Navía, Pedro , Polifka, Adam , Siddiqui, Fazeel , Brinjikji, Waleed , Dağlıoğlu, Ergün , Williamson, Richard A., Altschul, David , Ogilvy, Christopher S. , Crosa, Roberto , Gory, Benjamin , Kan, Peter , Casagrande, Walter, Chowdhry, Shakeel , Stiefel, Michael , Chaubal, Varun , Spiotta, Alejandro M , Abo Kasem, Rahim , Rai, Ansaar , Wolfe, Stacey Quintero , Shaban, Amir , Alaraj, Ali , Fiorella, David , Navia, Pedro , Cuellar-Saenz, Hugo H , Fragata, Isabel , Mascitelli, Justin R , Osbun, Joshua W , Mokin, Maxim , Matouk, Charles , Brinjikji, Waleed , Altschul, David J , Ogilvy, Christopher S , Crosa, Roberto , Levitt, Michael R , Grandhi, Ramesh , Paul, Alexandra R , Kan, Peter , Spiotta, Alejandro M , Howard, Brian M , Jabbour, Pascal , Alawieh, Ali , Goyal, Nitin , Fiorella, David , Romano, Daniele G, Cuellar, Hugo , Fragata, Isabel , Moss, Mark, Limaye, Kaustubh , Matouk, Charles , Park, Min S, Williamson, Richard, Levitt, Michael R. , Grandhi, Ramesh

Journal of NeuroInterventional Surgery | January 30, 2025 | Volume: 18 | Issue: 2 | Pages: 390-398

10.1136/jnis-2024-022781 | PMID 39884851 Get It

Background The contact aspiration (CA) technique is often used to perform endovascular thrombectomy (EVT) for acute ischemic stroke (AIS); however, rescue strategies are necessary if CA fails to achieve recanalization. This study investigates the outcomes of incorporating stent retriever (SR) thrombectomy in the rescue strategy following failed CA. Methods EVT patients with failed CA attempts were identified from a large multicenter registry and stratified by rescue technique: CA alone or incorporating SR in the rescue strategy. Outcomes included successful recanalization, 90-day functional outcomes (defined by the modified Rankin Scale (mRS) score), symptomatic intracranial hemorrhage (sICH), and 90-day mortality. Results Among 1885 patients with failed CA attempts, conversion to SR was associated with higher recanalization rates (85.2% vs 80.6%; p=0.03), higher rates of second-pass recanalization (31.2% vs 23.4%; p<0.001), and better 90-day outcomes (mRS 0–2: 35.2% vs 29.9%; p=0.04) when compared with repeated CA attempts. Trevo SRs showed higher odds of successful recanalization (adjusted odds ratio (aOR)=1.9; p=0.02), second-pass recanalization (aOR=1.7; p=0.01), and reduced odds of sICH (aOR=0.3; p=0.02). EmboTrap SRs were associated with higher odds of 90-day mortality (aOR=2.6; p=0.004) and sICH (aOR=2.9; p=0.04) and lower odds of recanalization (aOR=0.5; p=0.03). Conclusions Incorporating SR in the rescue strategy after a failed CA improves recanalization rates and functional outcomes. Trevo SRs demonstrated superior efficacy and safety when incorporated into the rescue strategy.
Abstract TMP69: Prevalence and Risk Factors of Seizures in Cerebral Amyloid Angiopathy: a multi-year health system-wide case-control study
Vallamchetla, Sai Krishna , Shourav, Manjurul, Huang, Josephine F. , Williams, Lindsy N., English, Stephen , Eidelman, Benjamin H., Badi, Mohammed K. , Abdelkader, Omar, Meschia, James F. , Barrett, Kevin J. , Lin, Michelle J.

Stroke | January 30, 2025 | Volume: 56 | Issue: Suppl_1 | Pages: No page available

10.1161/str.56.suppl_1.tmp69 Get It

Introduction: Cerebral Amyloid Angiopathy (CAA) is caused by the progressive deposition of β-amyloid in the walls of small to medium-sized cerebral vessels. Although seizures represent a debilitating manifestation of CAA, little is known about their prevalence or associated factors. We aim to fill this gap by determining the prevalence of seizures in CAA and identify factors associated with an increased risk of seizures. Methods: We identified consecutive patients with CAA, evaluated within the Mayo Clinic health system between January 2010 and December 2023 using the ICD-10 code. Data on demographics and comorbidities were compared between those with and without seizures using the chi-square test for categorical variables and independent samples t-test for continuous variables. Odds ratios (OR) were estimated after adjusting for age, sex, and race in multivariable logistic regression. Results: We included 1,914 patients with CAA with a mean age of 75.4 ± 8.6 years, of whom 52.3% were female and 87.5% were white. Seizures were observed in 347 patients (18.1%). Individuals with seizures were significantly younger (mean age 67.7 ± 9.1 vs. 77.2 ± 7.5 years, p < 0.001). Multivariable modeling identified alcohol abuse (OR 1.92, 95% CI 1.03-3.56, p=0.04), diabetes mellitus (OR 2.14, 95% CI 1.13-4.06, p=0.02), hypertension (OR 1.79, 95% CI 1.33 - 2.41, p= <0.001), liver disease (OR 1.75, 95% CI 1.14-2.69, p=0.01), and ischemic stroke (OR 1.33, 95% CI 1.01-1.74, p=0.04) as independently associated with an increased risk of seizures. Conclusion: We found that seizures affect nearly one in five patients with CAA. Also, comorbidities such as alcohol abuse, diabetes mellitus, hypertension, liver disease, and ischemic stroke were found to be significantly associated with an increased risk of seizures. Longitudinal studies are warranted to confirm these risk factors, some of which may be modifiable.
Abstract WP338: Proteomic Analysis of Carotid Artery Plaques With and Without Vulnerable Features on Magnetic Resonance Angiography with Vessel Wall Imaging: A Pilot Study
Pujari, Ganesh, Charlesworth, M. Cristine , Prudencio, Mercedes , Petrucelli, Leonard , Prudencio, Mercedes , Madden, Benjamin J. , Polania-Sandoval, Camilo A , Mangalaparthi, Kiran K. , Gendron, Tania F. , Sandhu, Sukhwinder J.S. , Nassar, Aziza , Meschia, James F. , Pandey, Akhilesh , Erben, Young

Stroke | January 30, 2025 | Volume: 56 | Issue: Suppl_1 | Pages: No page available

10.1161/str.56.suppl_1.wp338 Get It

Introduction: Extracranial carotid artery pathology accounts for 15-20% of ischemic strokes. Advancements in magnetic resonance angiography (MRA) with vessel wall imaging (VWI) have enabled the identification of vulnerable plaques, aiding in risk stratification for neurovascular events. This pilot study aimed to identify proteins in plaques with and without vulnerable features on MRA with VWI. Hypothesis: There is a differential proteomic profile of vulnerable and non-vulnerable, thus, these can serve as potential biomarkers for disease progression, stroke prevention, and therapeutic targets. Methods: Consecutive patients undergoing carotid endarterectomy (CEA) were included in the study cohort with pre-operative MRA with VWI. A retrospective chart review was conducted to extract pertinent clinical data including cardiovascular risk factors and medications. The proteomic analysis involved Tandem Mass Tag (TMTpro) labeling of peptides, basic pH HPLC fractionation, and NanoLC-tandem mass spectrometry. Results: A total of sixteen plaques were retrieved from fifteen patients. There were 73.3% male patients. The most common comorbidities were hyperlipidemia (93.3%) and hypertension (80%). 31.2% of patients had symptomatic disease. Eleven plaques were vulnerable in preoperative MRI with VWI. From those, intraplaque hemorrhage was the most common feature (81.1%) . Proteomic analysis revealed 23 relevant proteins significantly elevated in vulnerable plaques, including Proteinase 3 (PRTN3), Phospholipid Transfer Protein (PLTP), and S100 Calcium-Binding Protein A12 (S100A12), with increased abundance exceeding two-fold changes or above (P<0.001). Conversely, three proteins exhibited reduced abundance in vulnerable plaques including Dynamin-3 (DNM3), Transmembrane Protein 181 (TMEM181), and Adducin-3 (ADD3) (P<0.05). All results are summarized in Figure 1A-C and Table I and II. Conclusion: This study contributes to the understanding of protein biomarkers associated with carotid plaque vulnerability, offering insights into disease progression, stroke prevention, and identification of potential therapeutic targets (Figure 1D) . Furthermore, these patients could benefit from early surgical intervention if these biomarkers were to be detected. We present a comprehensive study of multiple proteins with significant bioavailability in explanted plaque specimens that can serve as a foundation for identifying blood biomarkers for future validation studies.
Guideline adherence to echocardiographic monitoring of aortic stenosis
Gochanour, Benjamin R. , Thaden, Jeremy J. , Donisan, Teodora , Balanescu, Dinu Valentin , Scott, Christopher G. , Pislaru, Sorin V. , Nkomo, Vuyisile T. , Kane, Garvan C.

European Heart Journal - Cardiovascular Imaging | January 29, 2025 | Volume: 26 | Issue: Supplement_1 | Pages: No page available

10.1093/ehjci/jeae333.167 Get It

Abstract Background/Introduction Close monitoring of aortic stenosis (AS) by follow-up echocardiography is recommended by all Cardiology and Imaging Societies’ guidelines. Whether these guidelines are strictly followed is unknown. Purpose We aimed to describe our institution’s practice patterns for echocardiographic monitoring in patients with aortic sclerosis (AScl) and AS of any severity. Methods Adult patients residing in our institution’s county with an echocardiographic diagnosis of AScl or AS between 01/2005-01/2022 were identified and classified into 4 groups: AScl, mild AS, moderate AS, or severe AS, at each echocardiogram during the study timeframe. Kaplan Meier analyses were used to evaluate the composite outcome, the occurrence of follow-up echocardiogram or death. Patients were censored at the time of aortic valve replacement/repair, heart transplant, or last clinical follow-up. Guideline follow-up was considered appropriate when the primary outcome occurred by 5 years (AScl/mild AS), 2 years (moderate AS), and 1 year (severe AS). Results A total of 23,726 echocardiograms from 9,578 unique patients were included. At index echocardiogram, median patient age was 74 years (IQR 65-82) and 4,806 (50.2%) were women. AScl was observed in 7,358 (76.8%) cases, mild AS in 1,442 (15.1%) cases, moderate AS in 479 (5%), and severe AS in 301 (3.1%) cases. Rates of composite outcome achievement by the end of the guideline-recommended interval were 81%, 90%, 80%, and 72% in AScl, mild, moderate, and severe AS, respectively. Rates for men were 83%, 92%, 82%, and 75% in these groups, while rates for women were 78%, 88%, 78%, and 68%, respectively (Figure 1). Follow-up rates were similar before and after 2012 (when transcatheter aortic valve replacement was approved for treatment of severe AS in high-risk surgical patients in the USA). Follow-up rates were higher in patients managed by cardiovascular providers compared to non-cardiovascular providers (Figure 2). Conclusion Depending on disease severity, between one fourth and one tenth of patients remained alive and unfollowed at the end of their guideline-recommended surveillance interval. There is significant variability in echocardiogram monitoring based on sex and referring provider specialty. Figure 1 Figure 2
Efficacy and safety of mechanical thrombectomy in distal medium middle cerebral artery occlusion ischemic stroke patients on low-dose aspirin
Salim, Hamza , Yedavalli, Vivek , Milhem, Fathi , Adeeb, Nimer , Naamani, Kareem El, Henninger, Nils , Sundararajan, Sri Hari , Khalife, Jane, Ghozy, Sherief, Tan, Benjamin Yong‐Qiang , Regenhardt, Robert W. , Heit, Jeremy J. , Rouchaud, Aymeric, Puri, Ajit S., Dyzmann, Christian , Colasurdo, Marco, Filipe, João Pedro , Harker, Pablo, Abdalkader, Mohamad , Marrota, Thomas, Spears, Julian , Biswas, Arundhati , Clarençon, Frédéric , Varela, Ricardo , Baker, Amanda , Altschul, David , Gonzalez, Nestor R. , Möhlenbruch, Markus , Costalat, Vincent, Gory, Benjamin, Stracke, Christian Paul , Hecker, Constantin, Shaikh, Hamza, Griessenaur, Christoph, Liebeskind, David S. , Alexandre, Andrea , Tancredi, Illario, Faizy, Tobias D. , Kalsoum, Erwah , Lubicz, Boris , Patel, Aman B. , Guenego, Adrien , Salim, Hamza , Henninger, Nils , Tan, Benjamin Yq , Cancelliere, Nicole M , Alexandru Radu, Răzvan , Ota, Takahiro , Jabbour, Pascal , Clarençon, Frédéric , Siegler, James E , Nguyen, Thanh N , Essibayi, Muhammed Amir , Gonzalez, Nestor R , Pedicelli, Alessandro , Alexandre, Andrea M , Faizy, Tobias D , Guenego, Adrien , Dmytriw, Adam A , Liebeskind, David S. , Heit, Jeremy J , Altschul, David J , Regenhardt, Robert W , Yedavalli, Vivek S , Varela, Ricardo , Musmar, Basel , Daraghma, Motaz , Naamani, Kareem El , Kühn, Anna Luisa , Khalife, Jane , Ghozy, Sherief , Scarcia, Luca , Cancelliere, Nicole M , Bernstock, Joshua D. , Rouchaud, Aymeric , Fiehler, Jens , Sheth, Sunil A , Puri, Ajit S , Colasurdo, Marco , Renieri, Leonardo , Harker, Pablo , Radu, Răzvan Alexandru , Klein, Piers , Marotta, Thomas R. , Mowla, Ashkan , Jabbour, Pascal , Siegler, James E. , Nguyen, Thanh N. , Essibayi, Muhammed Amir , Costalat, Vincent , Gory, Benjamin , Hecker, Constantin , Griessenauer, Christoph J. , Tancredi, Illario , Wintermark, Max , Mendes Pereira, Vitor , Dmytriw, Adam A.

International Journal of Stroke | January 29, 2025 | Volume: 20 | Issue: 6 | Pages: 669-678

10.1177/17474930251317883 | PMID 39873268 Get It

Background: Acute ischemic stroke (AIS) from distal medium vessel occlusion (DMVO) presents unique treatment challenges. Mechanical thrombectomy (MT) is emerging as a viable option for these patients, yet the role of pre-stroke aspirin treatment is unclear. This study evaluates the impact of pre-stroke low-dose aspirin on outcomes in DMVO patients undergoing MT. Methods: We conducted a multinational, multicenter, propensity score-weighted analysis within the Multicenter Analysis of primary Distal medium vessel occlusions: effect of Mechanical Thrombectomy (MAD-MT) registry. Patients with AIS due to DMVO, treated with MT, were included. We compared outcomes between patients on pre-stroke low-dose aspirin (75–100 mg) and those not on antiplatelet therapy. The primary outcome was functional independence at 90 days (modified Rankin Scale (mRS), 0–2). Secondary outcomes included excellent functional outcome at 90 days (mRS, 0–1), mortality, and day 1 post-MT National Institutes of Health Stroke Scale (NIHSS) score. Safety outcomes focused on hemorrhagic complications, including symptomatic intracerebral hemorrhage (sICH). Results: Among 1354 patients, 150 were on pre-stroke low-dose aspirin. After applying inverse probability of treatment weighting (IPTW), aspirin use was associated with significantly better functional outcomes (mRS, 0–2: odds ratio (OR) = 1.89, 95% confidence interval (CI) = 1.14 to 3.12) and lower 90-day mortality (OR = 0.56, 95% CI = 0.32 to 1.00). The aspirin group had lower NIHSS scores on day 1 (β = −1.5, 95% CI = −2.8 to −0.27). The sICH rate was not significantly different between the groups (OR = 0.92, 95% CI = 0.60 to 1.43). Conclusions: Pre-stroke low-dose aspirin was associated with improved functional outcomes and reduced mortality in patients with DMVO undergoing MT, without a significant increase in sICH. These findings suggest that low-dose aspirin may be safe and associated with more frequent excellent outcomes for this patient population. Further prospective studies are needed to validate these results and assess long-term outcomes.
Validation of a Pretransplant Risk Prediction Model for Early Allograft Dysfunction After Living-donor Liver Transplantation
Gunasekaran, Vasanthakumar , Chen, I. , Marquez, Kris Ann Hervera , Hsu, Shih-Chao, Akamatsu, Nobuhisa , Shaked, Oren , Genedy, Lara, Yebyo, Henock G. , Dutkowski, Philipp , Boehnert, Markus , Mathur, Abhishek , Emond, Jean C. , Testa, Giuliano , Olthoff, Kim M. , Rosen, Charles B. , Taner, Timuçin , Wong, Tiffany , Lo, Chung‐Mau, Cattral, Mark S. , Sapisochin, Gonzalo, Jeng, Long‐Bin , Chen, Chao‐Long , Rela, Mohamed , Bröering, Dieter C. , Clavien, Pierre‐Alain , Li, Zhihao , Yeow, Marcus, Hsu, Shih-Chao , Li, Zhihao , Akamatsu, Nobuhisa , Wong, Tiffany C L , Li, Zhihao, Raptis, Dimitri , Rammohan, Ashwin , Hong, Su young , Kim, Jong Man , Kirimker, Elvan Onur , Finotti, Michele , Yeow, Marcus , Braun, Julia , Nadalin, Silvio , Polak, Wojciech G. , Bonney, Glenn Kunnath , Samstein, Benjamin , Heimbach, Julie K. , Hasegawa, Kiyoshi , Balci, Deniz , Sapisochín, Gonzalo , Selzner, Nazia , Joh, Jae-Won , Suh, Kyung-Suk

Transplantation | January 28, 2025 | Volume: 109 | Issue: 8 | Pages: 1383-1392

10.1097/tp.0000000000005331 | PMID 39883022 Get It

Background. Early allograft dysfunction (EAD) affects outcomes in liver transplantation (LT). Existing risk models developed for deceased-donor LT depend on posttransplant factors and fall short in living-donor LT (LDLT), where pretransplant evaluations are crucial for preventing EAD and justifying the donor’s risks. Methods. This retrospective study analyzed data from 2944 adult patients who underwent LDLT at 17 centers between 2016 and 2020. We developed a logistic regression model to predict EAD based on this development cohort. We used data from 1020 patients at the King Faisal Transplant Center for external validation. Results. In the development cohort, 321 patients (10.9%) experienced EAD. These patients had poorer health status, more liver decompensation, and higher requirements of hospitalization than those without EAD. Multivariable logistic regression identified independent pretransplant predictors of EAD: laboratory Model for End-Stage Liver Disease score (odds ratio [OR], 1.08; 95% confidence interval [CI], 1.06-1.09), the necessity for hospitalization at the time of transplant (OR, 2.58; 95% CI, 2.00-3.30), and graft weight in kilogram (OR, 0.27; 95% CI, 0.17-0.45). Using these predictors, we developed the model for EAD after LDLT, which demonstrated strong discriminative ability in the development cohort with an area under the curve (AUC) of 0.71 (95% CI, 0.68-0.74). The model maintained high discrimination during internal validation (AUC, 0.70; 95% CI, 0.67-0.73) and showed a modest reduction in discriminative power in external validation (AUC, 0.65; 95% CI, 0.61-0.68). Conclusions. EAD post-LDLT is influenced by the recipient’s pretransplant health condition and the graft weight. Integrating the model for EAD after LDLT into the pretransplant process of pairing donors and recipients can enhance the safety and efficacy of LDLT.
Prognostic and predictive role of circulating tumor DNA (ctDNA) in stage III colon cancer treated with celecoxib: Findings from CALGB (Alliance)/SWOG 80702.
Twombly, Tyler S., Pederson, Levi , Zhao, Melissa , Shergill, Ardaman , Kumar, Pankaj , Couture, Félix , Kuebler, J. Phillip, Krishnamurthi, Smitha , Tan, Benjamin , Shields, Anthony F. , Aleshin, Alexey , Nowak, Jonathan A. , Shi, Qian , Ma, Chao , Väyrynen, Juha P. , Takashima, Yasutoshi , O’Reilly, Eileen M. , Ogino, Shuji , Meyerhardt, Jeffrey A.

Journal of Clinical Oncology | January 27, 2025 | Volume: 43 | Issue: 4_suppl | Pages: No page available

10.1200/jco.2025.43.4_suppl.lba14 Get It

LBA14 Background: CALGB/SWOG 80702 previously showed that the addition of celecoxib to standard adjuvant chemotherapy with FOLFOX did not significantly improve disease-free survival (DFS) in patients with stage III colon cancer. Here, we evaluated the prognostic and predictive value of ctDNA in identifying a subpopulation of patients who may benefit from celecoxib. Methods: In the subset of patients with adequate biospecimens who participated in CALGB/SWOG 80702, a randomized phase III trial of 3 versus 6 months of adjuvant 5-FU, leucovorin, oxaliplatin (FOLFOX) +/- celecoxib, ctDNA assessment was performed using a clinically validated, tumor-informed 16-plex mPCR-NGS assay (Signatera(TM), Natera, Inc.) after surgery and before the start of adjuvant therapy (baseline). The Kaplan-Meier method was used to describe the distribution of survival time based on ctDNA positivity and log-rank testing was performed. Cox proportional hazards models were used to examine unadjusted associations between ctDNA positivity and disease-free (DFS) and overall survival (OS). Two-sided P values equal to or less than 0.05 were considered statistically significant, except for interaction P values (tested with a likelihood ratio). Results: In total, 1,011 of the 2,526 patients who participated in 80702 had ctDNA testing results from baseline; 189 were ctDNA positive (18.7%). ctDNA positivity associated with male sex, higher T stage, and N2 (versus N1) stage. ctDNA positivity was significantly associated with worse DFS (hazard ratio [HR] 6.52 [95% confident interval (CI) 5.09-8.34; p<0.0001] and OS (HR 6.28 [95% CI 4.63-8.51; p<0.0001]). Three-year DFS was 86.6% in ctDNA-negative cases and 36.8% in ctDNA-positive cases. Among patients who were ctDNA negative, celecoxib use was not significantly associated with worse DFS as compared to placebo (HR 0.75 [95% CI 0.54-1.05; p=0.095]) with a three-year DFS of 87.7% versus 85.5%, respectively. Among ctDNA-positive patients, celecoxib significantly improved DFS compared to placebo (HR 0.59 [95% CI 0.42-0.85; p=0.004]) with a three-year DFS of 44.1% versus 26.6% (P interaction = 0.25). Similar results were seen for overall survival with a hazard ratio of 0.86 (95% CI 0.56-1.33; p=0.49) for ctDNA negative cases and 0.63 (95% CI 0.41-0.96; p=0.028) for ctDNA-positive cases for celecoxib versus placebo (P interaction = 0.28). Conclusion: In a randomized phase III adjuvant therapy trial for stage III colon cancer, ctDNA was highly prognostic of DFS and OS. ctDNA positivity also appeared predictive of the benefit of adjuvant celecoxib for DFS and OS. These results suggest a potential role for ctDNA in determining which patients should consider celecoxib in addition to standard FOLFOX adjuvant therapy. Clinical trial information: NCT01150045 .
Dynamicasome! Comprehensive Mutational Analysis and AI-Driven Prediction of PMM2 Pathogenicity: Integrating Molecular Dynamics Simulations with Machine Learning Models
Islam, Naeyma N., Fuller, Jessica , Weber, Caleb, Chitale, Rohit , Jussila, Benjamin , Coban, Matt , Fuller, Jessica M. , Weber, Caleb, Brock, Trisha , Tao, Cui , Caulfield, Thomas R.

No container title available | January 24, 2025 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-5538161/v1 Get It

Abstract Advances in genomic medicine have accelerated the identification of mutations in disease- associated genes, but the pathogenicity of many mutations remains unknown, hindering their use in diagnostics and clinical decision-making. Predictive AI models have been generated to combat this issue, but current tools display low accuracy when tested against functionally validated datasets. We show that integrating detailed conformational data extracted from molecular dynamics simulations (MDS) into advanced AI-based models can increase their predictive power. We carried out an exhaustive mutational analysis of the disease gene PMM2 and subjected structural models of each variant to MDS. AI models trained on this dataset outperformed existing tools when predicting the known pathogenicity of mutations. Our best performing model, a neuronal networks model, was also able to predict the pathogenicity of several PMM2 mutations currently considered of unknown significance. We believe this new model will help alleviate the burden of unknown variants in genomic medicine.
Clinical outcomes of patients with unsuccessful mechanical thrombectomy versus best medical management of medium vessel occlusion stroke in the middle cerebral artery territory
Faizy, Tobias D. , Yedavalli, Vivek , Salim, Hamza , Lakhani, Dhairya A. , Musmar, Basel , Adeeb, Nimer , Essibayi, Muhammed Amir , Daraghma, Motaz , Naamani, Kareem El, Henninger, Nils , Sundararajan, Sri Hari , Khalife, Jane , Tan, Benjamin Yong‐Qiang , Regenhardt, Robert W. , Heit, Jeremy J. , Puri, Ajit S., Dyzmann, Christian , Filipe, João Pedro , Harker, Pablo, Abdalkader, Mohamad , Marotta, Thomas R. , Spears, Julian , Jabbour, Pascal , Biswas, Arundhati , Clarençon, Frédéric , Varela, Ricardo , Baker, Amanda , Altschul, David , Gonzalez, Nestor R. , Möhlenbruch, Markus A, Costalat, Vincent , Gory, Benjamin, Stracke, Christian Paul , Shaikh, Hamza , Liebeskind, David S. , Alexandre, Andrea , Tancredi, Illario , Kalsoum, Erwah , Lubicz, Boris , Patel, Aman B. , Guenego, Adrien , Valente, Iacopo , Salim, Hamza , Ghozy, Sherief , Scarcia, Luca , Yeo, Leonard Ll , Cancelliere, Nicole M , Rouchaud, Aymeric , Fiehler, Jens , Sheth, Sunil A , Colasurdo, Marco , Alexandru Radu, Răzvan , Klein, Piers , Ota, Takahiro , Jabbour, Pascal , Siegler, James E , Nguyen, Thanh N , Altschul, David J , Gonzalez, Nestor R , Hecker, Constantin , Marnat, Gaultier , Shaikh, Hamza A , Griessenauer, Christoph J , Liebeskind, David S. , Alexandre, Andrea M , Kalsoum, Erwah , Mendes Pereira, Vitor , Dmytriw, Adam A , Guenego, Adrien , Heit, Jeremy J , Musmar, Basel , Regenhardt, Robert W , Lakhani, Dhairya , Essibayi, Muhammed Amir , Yedavalli, Vivek S , Henninger, Nils , Tan, Benjamin Yq , Varela, Ricardo , Naamani, Kareem El , Kühn, Anna Luisa , Ghozy, Sherief , Cancelliere, Nicole M , Rouchaud, Aymeric , Fiehler, Jens , Puri, Ajit S , Colasurdo, Marco , Renieri, Leonardo , Harker, Pablo , Radu, Răzvan Alexandru , Klein, Piers , Mowla, Ashkan , Siegler, James E. , Nguyen, Thanh N. , Möhlenbruch, Markus , Gory, Benjamin , Hecker, Constantin , Griessenauer, Christoph J. , Pedicelli, Alessandro , Wintermark, Max , Dmytriw, Adam A.

Journal of NeuroInterventional Surgery | January 23, 2025 | Volume: 18 | Issue: 1 | Pages: 155-165

10.1136/jnis-2024-022642 | PMID 39855674 Get It

Background Current randomized controlled trials are investigating the efficacy and safety of mechanical thrombectomy (MT) in patients with medium vessel occlusion (MeVO) stroke. Whether best medical management (MM) is more efficient than unsuccessful vessel recanalization during MT remains unknown. Methods This was a retrospective cohort study using data from 37 academic centers across North America, Asia, and Europe between September 2017 and July 2021. Only patients with occlusion of the distal branches (M2 and M3) of the middle cerebral artery territory were included. Unsuccessful MT was defined as a modified Thrombolysis in Cerebral Infarction score of 0–2a. Propensity score matching was used to control for confounders. The primary outcome was functional independence, defined as a modified Rankin Scale (mRS) score of 0–2 at 90 days after treatment. Multivariable regression analysis was used to assess factors associated with the primary outcome. Results Of 2903 patients screened for eligibility, 532 patients were analyzed (266 per group) after propensity score matching. The MM group had superior functional outcomes, with 32% achieving mRS 0–1 at 90 days compared with 21% in the MT group (P=0.011). Patients in the MM group also had significantly lower rates of symptomatic intracranial hemorrhage (sICH) (3.4% vs 16%, P<0.001) and any hemorrhage (18% vs 48%, P<0.001). On multivariable regression, unsuccessful MT was associated with reduced odds of functional independence (OR 0.50, 95% CI 0.29 to 0.85, P=0.011) and increased odds of sICH (OR 4.32, 95% CI 1.84 to 10.10, P<0.001). Mortality rates were similar between groups (27% in MM vs 29% in MT, P=0.73). Conclusion Unsuccessful MT for MeVO was linked to worse outcomes than best MM. These findings highlight the risks of prolonged attempts and emphasize the importance of efficient procedural decision-making to reduce complications and improve patient outcomes.