Anna Luisa Kühn

Anna Luisa Kühn

*This is an algorithmically generated author record based on publicly available information.

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Anna Luisa Kühn has a total of 522 co-authors. Here are the top co-authors by number of shared publications:


Latest Publications

  • The Contour Neurovascular System Versus Woven Endobridge for Endovascular Embolization of Cerebral Aneurysms: A Propensity Score-matched Cohort Study

    by Christoph J. Griessenauer, Sherief Ghozy, Hamza A. Salim, Nimer Adeeb, Basel Musmar, Alessandra Biondi, Fritz Wodarg, Thomas Liebig, Tufail Patankar, Sal Lamin, et al.

    BACKGROUND AND OBJECTIVES: The Woven Endobridge (WEB) and the Contour Neurovascular System (Contour) are both intrasaccular devices used to treat cerebral aneurysms. We compared outcomes of these 2 devices using data from 2 large registries. METHODS: Data were sourced from the WorldWideWEB Consortium, which included 1363 cases treated with WEB from 2017, and a registry of 277 Contour cases from 10 European centers starting the same year. Patient demographics, aneurysm characteristics, procedural specifics, and outcomes were analyzed. Propensity score matching was applied for comparison. RESULTS: Before matching, the Contour group had more men (37.9% vs 30.8%), more asymptomatic cases (83.4% vs 70.3%), and fewer acute subarachnoid hemorrhage cases (10.8% vs 26.2%). After matching, no significant differences were found in demographics or aneurysm characteristics between groups. The median age was 60 years, and median aneurysm dimensions were comparable. Logistic regression showed no significant differences between WEB and Contour in achieving complete occlusion (odds ratio [OR] = 1.01, 95% CI, 0.67-1.52, P = .971), adequate occlusion (OR = 0.85, 95% CI, 0.41-1.76, P = .665), or achieving modified Rankin Scale 0 to 2 at last follow-up (OR = 0.48, 95% CI, 0.21-1.02, P = .064). Retreatment (OR = 2.23, P = .086), thromboembolic complications (OR = 0.75, P = .452), and adjunctive treatment use (OR = 1.93, P = .141) were also similar. CONCLUSION: The WEB and Contour demonstrated comparable clinical and angiographic outcomes in this large multicenter study comprised majority small, asymptomatic cerebral aneurysms.

  • MAD-MT Score: A Tool to Optimize Patient Selection for Mechanical Thrombectomy in Distal Vessel Occlusions

    by Huanwen Chen, Dhairya A. Lakhani, Hamza Adel Salim, Marco Colasurdo, Vivek Yedavalli, Basel Musmar, Nimer Adeeb, Davide Simonato, Yan-Lin Li, Muhammed Amir Essibayi, et al.

    BACKGROUND: Endovascular thrombectomy (EVT) for distal and medium vessel occlusion stroke remains uncertain. We aimed to develop a medium and distal mechanical thrombectomy score integrating clinical need and procedural risk to guide patient selection. METHODS: This retrospective cohort analysis used an international distal and medium vessel occlusion stroke registry spanning the study period of 2017 to 2023. Patients with acute distal and medium vessel occlusion stroke who received medical management (MM) or EVT across 37 stroke centers were included, and those with baseline modified Rankin Scale score of ≥3 or those with missing covariable data were excluded. Multivariable logistic regression identified predictors of poor functional outcome (modified Rankin Scale score >2 at 90 days) in the MM cohort and predictors of EVT failure/complications in the EVT cohort. Predictors of poor outcome on MM were assigned positive weights (clinical need); predictors of EVT failure/harm were assigned negative weights (procedural risk). The medium and distal mechanical thrombectomy score summed these weighted points. Interaction analysis assessed the heterogeneity of EVT effect by score. RESULTS: A total of 1217 patients were identified, and 1007 were included (EVT: 822, MM: 185; median age 73 years; 41% female). Higher National Institutes of Health Stroke Scale score (+1 per point) and lack of intravenous thrombolysis (+7) predicted poor MM outcomes. In the EVT cohort, older age (−1 per 15 years above 25), absence of hypertension (−2), and absence of atrial fibrillation (−2) predicted failure/complications. The medium and distal mechanical thrombectomy score (range −8 to 49) significantly modified EVT effect versus MM ( P interaction =0.048). In high-score patients (≥15; n=293), EVT yielded a better 90-day modified Rankin Scale score than MM (median, 3 versus 4; P =0.009). Conversely, in low-score patients (P =0.014). CONCLUSIONS: The medium and distal mechanical thrombectomy score is a pragmatic tool that identifies patients with distal and medium vessel occlusion most likely to benefit from EVT while minimizing risk, supporting patient-centered decisions and future trial design.

  • Open Access

    Sex-Related Differences in Outcomes of Endovascular Treatment of Distal Medium Vessel Occlusion Strokes

    by Hamza Adel Salim, Vivek Yedavalli, Dhairya Lakhani, Fathi Milhem, Basel Musmar, Nimer Adeeb, Davide Simonato, Yan-Lin Li, Orabi Hajjeh, Muhammed Amir Essibayi, et al.

    Background Sex-related differences in outcomes after mechanical thrombectomy (MT) for distal medium vessel occlusion (DMVO) stroke remain uncertain. While unadjusted differences have been reported in stroke populations, it is unclear whether biological sex independently influences outcomes after accounting for major prognostic factors. Methods We performed a retrospective, multicenter analysis of the MAD-MT registry. Patients with acute DMVO who underwent MT were included. Propensity score matching (PSM) was employed. The primary outcome was functional independence (modified Rankin Scale [mRS] score 0–2) at 90 days. Secondary outcomes included excellent outcome (mRS 0–1), day 1 NIHSS shift, and reperfusion success. Safety outcomes included mortality and symptomatic intracerebral hemorrhage. Results Before matching, 1147 females and 1062 males were included. After 1:1 PSM (748 patients in each group), the groups were balanced in baseline characteristics. The median age was 75 years in both groups. At 90 days, 51% of females and 54% of males achieved mRS 0–2 (P = 0.38). NIHSS shift from baseline to day 1 was similar (median −2 in both groups), and successful reperfusion (Thrombolysis in Cerebral Infarction 2b–3) was achieved in 86% of females and 89% of males (P = 0.18). Mortality was 18.4% in females and 15.5% in males (P = 0.11). Symptomatic intracerebral hemorrhage occurred in 8.3% of females and 7.7% of males (P = 0.67). Conclusions After adjustment for age, baseline disability, and vascular risk factors, biological sex was not independently associated with functional or safety outcomes following mechanical thrombectomy for DMVO stroke.

  • Baseline predictors of poor clinical outcome despite recanalization of distal middle cerebral artery occlusions

    by Imene Chafai, Hamza Salim, Basel Musmar, Nimer Adeeb, Vivek Yedavalli, Kareem ElNaamani, Nils Henninger, Simona Nedelcu, Sri Hari Sundararajan, Anna Luisa Kühn, et al.

    Objective: Mechanical thrombectomy (MT) is well-established for the treatment of acute ischemic stroke (AIS) from large vessel occlusion (LVO), with growing data supporting the expansion to distal and medium vessel occlusions (DMVO). Despite successful recanalization in DMVO, certain patients still experience poor long-term clinical outcomes, prompting our study to comprehensively explore pre-MT factors influencing outcome despite excellent recanalization (final modified Thrombolysis in Cerebral Infarction [mTICI] score ≥2c). Methods: We retrospectively examined data from patients who consecutively underwent MT for a primary middle cerebral artery (MCA) DMVO across 37 centers in North America, Asia, and Europe. We identified baseline clinical and imaging factors associated with poor clinical outcome (defined as a modified Rankin Scale [mRS] score of 3–6) at 3 months, despite excellent recanalization using a multivariable model. Results: Between September 2017 and July 2021, 623 patients achieved mTICI > 2b and they were included in our study. Among them, 198 (32%) experienced a poor clinical outcome (mRS 3–6). Predictors of poor clinical outcome included higher age (OR 1.05 [1.03–1.07], p < 0.001), higher NIHSS at admission (OR 1.12 [1.08–1.15], p < 0.001), higher baseline mRS (OR 1.77 [0.96–3.26], p = 0.067), and diabetes (OR 1.59 [1.01–2.48], p = 0.044). Higher ASPECTS was associated with a decreased risk of poor clinical outcome (OR 0.82 [0.71–0.94], p = 0.006). Conclusion: Older age, diabetes, higher baseline mRS, and NIHSS were associated with poor clinical outcome in MCA DMVO despite excellent recanalization. Conversely, a higher ASPECTS decreased the probability of such an outcome.


  • A multicenter, propensity score-matched analysis of functional outcomes and recanalization success with or without Trevo for Medium and distal vessel occlusion

    by James E Siegler, Manisha Koneru, Hamza Shaikh, Hamza Adel Salim, Basel Musmar, Nimer Adeeb, Vivek Yedavalli, Motaz Daraghma, Kareem El Naamani, Nils Henninger, et al.

    Background: Endovascular therapy (EVT) for stroke due to distal or medium vessel occlusion (DMVO) is safe. Due to the distinct anatomical characteristics of DMVOs, further evaluation of EVT is crucial to determine which devices may yield better outcomes. Methods: A retrospective analysis of adults with DMVO treated in 37 centers (11 countries) was queried. The primary outcome of favorable shift in 90-day modified Rankin Scale (mRS) was compared between patients treated with Trevo versus other devices on first pass using 1:1 propensity score matching (PSM) with multivariable adjustment. Secondary outcomes included the number of pass attempts, final thrombolysis in cerebral infarction (TICI) score 2b-3, symptomatic intracranial hemorrhage (sICH), improvement in National Institutes of Health Stroke Scale (NIHSS) at 24h, and 90-day mortality. Results: Of the 1115 included patients, 264 (24%) were treated with Trevo (PSM cohort of 261 per group). Trevo use was not associated with a favorable 90-day mRS shift (proportional odds ratio [OR] 1.10, 95% confidence interval [CI] 0.80–1.51). Trevo was associated with fewer passes (adjusted β=-0.25, 95% CI −0.48 - −0.03), higher odds of TICI 2b-3 (adjusted OR 1.97, 95% CI 1.11–3.49), and a greater 24h NIHSS improvement (adjusted β= −1.74, 95% CI −3.11 - −0.36), with no difference in sICH or mortality (p>0.05). Results were similar in sensitivity analyses. Conclusions: We observed no safety concerns with Trevo as compared to other EVT devices for DMVO recanalization. There was a signal of better technical efficacy and early clinical improvement.


  • Open Access

    A Case for Automated Segmentation of MRI Data in Neurodegenerative Diseases: Type II GM1 Gangliosidosis

    by Connor J. Lewis, Jean M. Johnston, Precilla D’souza, Josephine Kolstad, Christopher Zoppo, Zeynep Vardar, Anna Luisa Kühn, Ahmet Peker, Zubir S. Rentiya, Muhammad H. Yousef, et al.

    Background: Volumetric analysis and segmentation of magnetic resonance imaging (MRI) data is an important tool for evaluating neurological disease progression and neurodevelopment. Fully automated segmentation pipelines offer faster and more reproducible results. However, since these analysis pipelines were trained on or run based on atlases consisting of neurotypical controls, it is important to evaluate how accurate these methods are for neurodegenerative diseases. In this study, we compared five fully automated segmentation pipelines, including FSL, Freesurfer, volBrain, SPM12, and SimNIBS, with a manual segmentation process in GM1 gangliosidosis patients and neurotypical controls. Methods: We analyzed 45 MRI scans from 16 juvenile GM1 gangliosidosis patients, 11 MRI scans from 8 late-infantile GM1 gangliosidosis patients, and 19 MRI scans from 11 neurotypical controls. We compared the results for seven brain structures, including volumes of the total brain, bilateral thalamus, ventricles, bilateral caudate nucleus, bilateral lentiform nucleus, corpus callosum, and cerebellum. Results: We found volBrain’s vol2Brain pipeline to have the strongest correlations with the manual segmentation process for the whole brain, ventricles, and thalamus. We also found Freesurfer’s recon-all pipeline to have the strongest correlations with the manual segmentation process for the caudate nucleus. For the cerebellum, we found a combination of volBrain’s vol2Brain and SimNIBS’ headreco to have the strongest correlations, depending on the cohort. For the lentiform nucleus, we found a combination of recon-all and FSL’s FIRST to give the strongest correlations, depending on the cohort. Lastly, we found segmentation of the corpus callosum to be highly variable. Conclusions: Previous studies have considered automated segmentation techniques to be unreliable, particularly in neurodegenerative diseases. However, in our study, we produced results comparable to those obtained with a manual segmentation process. While manual segmentation processes conducted by neuroradiologists remain the gold standard, we present evidence to the capabilities and advantages of using an automated process that includes the ability to segment white matter throughout the brain or analyze large datasets, which pose feasibility issues to fully manual processes. Future investigations should consider the use of artificial intelligence-based segmentation pipelines to determine their accuracy in GM1 gangliosidosis, lysosomal storage disorders, and other neurodegenerative diseases.


  • Multicenter study of association between socioeconomic status and treatment of ruptured cerebral aneurysms compared to unruptured cerebral aneurysms: insights from 4,517 patients using the area deprivation index

    by Samhita Bheemireddy, Avi A Gajjar, Mofetoluwa Abe, Amanda Custozzo, Sonia Lipp, Andrew Ringer, Muhammed Amir Essibayi, David Altschul, Oded Goren, Jeffrey Oliver, et al.

    Background Socioeconomic status influences health outcomes, including cerebrovascular diseases. Patients from socioeconomically deprived areas may present with more severe conditions due to delayed access to care. This study evaluates the association between neighborhood-level deprivation, measured by the Area Deprivation Index (ADI), and the treatment of ruptured intracranial aneurysms (RIAs) compared with unruptured intracranial aneurysms (UIAs) across multiple centers. Methods This retrospective cohort study analyzed data from 4517 patients treated for cerebral aneurysms at 10 US comprehensive stroke centers between 2018 and 2024. Patients were stratified by national ADI decile based on their residential addresses. Multivariable logistic regression was used to examine the relationship between ADI and aneurysm rupture (reference being unruptured aneurysms) and controlled for age, sex, smoking history, family history, and race. Results Of 4517 total patients, 1260 (27.9%) underwent treatment of RIAs. Multivariable analysis confirmed ADI as an independent predictor of presentation for treatment of RIA (odds ratio (OR)=1.100, 95% confidence interval (CI)=1.068–1.133, PConclusion Socioeconomic deprivation independently predicts treatment of RIAs compared with the treatment of UIAs. These findings highlight disparities in aneurysm detection and management, emphasizing the need for targeted preventive care and accessible screening programs to mitigate the impact of socioeconomic disadvantage on cerebral aneurysm outcomes.


  • Open Access

    A Case for Automated Segmentation of MRI Data in Milder Neurodegenerative Diseases

    by Connor J. Lewis, Jean M. Johnston, Precilla D’souza, Josephine Kolstad, Christopher Zoppo, Zeynep Vardar, Anna Luisa Kühn, Ahmet Peker, Zubir S. Rentiya, William A. Gahl, et al.

    Background: Volumetric analysis and segmentation of magnetic resonance imaging (MRI) data is an important tool for evaluating neurological disease progression and neurodevelopment. Fully automated segmentation pipelines offer faster and more reproducible results. However, since these analysis pipelines were trained on or run based on atlases consisting of neurotypical controls, it is important to evaluate how accurate these methods are for neurodegenerative diseases. In this study, we compared 5 fully automated segmentation pipelines including FSL, Freesurfer, volBrain, SPM12, and SimNIBS with a manual segmentation process in GM1 gangliosidosis patients and neurotypical controls. Methods: We analyzed 45 MRI scans from 16 juvenile GM1 gangliosidosis patients, 11 MRI scans from 8 late-infantile GM1 gangliosidosis patients, and 19 MRI scans from 11 neurotypical controls. We compared results for 7 brain structures including volumes of the total brain, bilateral thalamus, ventricles, bilateral caudate nucleus, bilateral lentiform nucleus, corpus callosum, and cerebellum. Results: We found volBrain’s vol2Brain pipeline to have the strongest correlations with the manual segmentation process for the whole brain, ventricles, and thalamus. We also found Freesurfer’s recon-all pipeline to have the strongest correlations with the manual segmentation process for the caudate nucleus. For the cerebellum, we found a combination of volBrain’s vol2Brain and SimNIBS’ headreco to have the strongest correlations depending on the cohort. For the lentiform nucleus, we found a combination of recon-all and FSL’s FIRST to give the strongest correlations depending on the cohort. Lastly, we found segmentation of the corpus callosum to be highly variable. Conclusion: Previous studies have considered automated segmentation techniques to be unreliable, particularly in neurodegenerative diseases. However, in our study we produced results comparable to those obtained with a manual segmentation process. While manual segmentation processes conducted by neuroradiologists remain the gold standard, we present evidence to the capabilities and advantages of using an automated process including the ability to segment white matter throughout the brain or analyze large datasets, which pose feasibility issues to fully manual processes. Future investigations should consider the use of artificial intelligence-based segmentation pipelines to determine their accuracy in GM1 gangliosidosis, lysosomal storage disorders, and other neurodegenerative diseases.

  • Open Access

    Treatment of Unruptured Small and Medium‐Sized Wide Necked Aneurysms Using the 64‐Wire Surpass Evolve: A Subanalysis From the SEASE International Registry

    by Mahmoud Dibas, Juan Vivanco‐Suarez, Demetrius K. Lopes, Ricardo A. Hanel, Aaron Rodriguez‐Calienes, Gustavo M. Cortez, Johanna T. Fifi, Alex Devarajan, Gabor Toth, Thomas E. Patterson, et al.

    Background: Flow diversion has revolutionized the management of wide‐necked intracranial aneurysms (IAs). We aimed to assess the effectiveness and safety of the new generation 64‐wire Surpass Evolve for the treatment of unruptured small/medium‐sized IAs. Methods and Results: This is a subanalysis from the SEASE (Safety and Effectiveness Assessment of the Surpass Evolve) registry, an observational cohort study including 15 academic institutions in North America and Europe between July 2020 and October 2022. Patients with wide‐necked saccular IAs, measuring P =0.03). Conclusions: Patients with small/medium‐sized IAs can be effectively treated using the Surpass Evolve, a new generation, 64‐wire, cobalt‐chromium flow diverter.


  • Open Access

    Differential Tractography: A Biomarker for Neuronal Function in Neurodegenerative Disease

    by Connor J. Lewis, Zeynep Vardar, Anna Luisa Kühn, Jean M. Johnston, Precilla D’souza, William A. Gahl, Mohammed Salman Shazeeb, Cynthia J. Tifft, Maria T. Acosta

    GM1 gangliosidosis is an ultra-rare inherited neurodegenerative lysosomal storage disorder caused by biallelic mutations in the GLB1 gene. GM1 is uniformly fatal and has no approved therapies, although clinical trials investigating gene therapy as a potential treatment for this condition are underway. Novel outcome measures or biomarkers demonstrating the longitudinal effects of GM1 and potential recovery due to therapeutic intervention are urgently needed to establish efficacy of potential therapeutics. One promising tool is differential tractography, a novel imaging modality utilizing serial diffusion weighted imaging (DWI) to quantify longitudinal changes in white matter microstructure. In this study, we present the novel use of differential tractography in quantifying the progression of GM1 alongside age-matched neurotypical controls. We analyzed 113 DWI scans from 16 GM1 patients and 32 age-matched neurotypical controls to investigate longitudinal changes in white matter pathology. GM1 patients showed white matter degradation evident by both the number and size of fiber tract loss. In contrast, neurotypical controls showed longitudinal white matter improvements as evident by both the number and size of fiber tract growth. We also corroborated these findings by documenting significant correlations between cognitive global impression (CGI) scores of clinical presentations and our differential tractography derived metrics in our GM1 cohort. Specifically, GM1 patients who lost more neuronal fiber tracts also had a worse clinical presentation. This result demonstrates the importance of differential tractography as an important biomarker for disease progression in GM1 patients with potential extension to other neurodegenerative diseases and therapeutic intervention.