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2389 citation(s) found for "Lin, Yi".

Safety and efficacy of standard-of-care ciltacabtagene autoleucel for relapsed/refractory multiple myeloma
Sidana, Surbhi , Patel, Krina K. , Peres, Lauren C. , Bansal, Radhika , Kocoglu, Mehmet H. , Shune, Leyla , Atrash, Shebli , Smith, Kinaya, Midha, Shonali , Ferreri, Christopher J. , Dhakal, Binod , Wagner, Charlotte B , Hosoya, Hitomi , Mikkilineni, Lekha , Atanackovic, Djordje , Mann, Hashim , Kalariya, Nilesh, Hovanky, Vanna, DeAvila, Gabriel, Freeman, Ciara L. , Alsina, Melissa , Wong, Sandy W. , Htut, Myo , Sborov, Douglas W. , Khouri, Jack , Janakiram, Murali , Lin, Yi, Dima, Danai , Wagner, Charlotte , Atanackovic, Djordje , Chhabra, Saurabh , Parrondo, Ricardo D , Mann, Hashim , Freeman, Ciara L , Herr, Megan M. , McGuirk, Joseph , Sborov, Douglas W , Khouri, Jack , Sidana, Surbhi , Kocoglu, Mehmet H , Patel, Krina , Atrash, Shebli , Hosoya, Hitomi , Janakiram, Murali , Dhakal, Binod , Dima, Danai , Costello, Patrick , Reshef, Ran , Chhabra, Saurabh , Nadeem, Omar , Locke, Frederick L. , McGuirk, Joseph P. , Martin, Thomas , Hansen, Doris K.

Mayo Clinic

Blood | October 4, 2024 | Volume: 145 | Issue: 1 | Pages: 85-97

10.1182/blood.2024025945 | PMID 39365257 Get It

Abstract Ciltacabtagene autoleucel (cilta-cel) was approved in 2022 for patients with relapsed/refractory multiple myeloma (RRMM). We report outcomes with cilta-cel in the standard-of-care setting. Patients with RRMM who underwent leukapheresis for cilta-cel manufacturing between 1 March 2022 and 31 December 2022 at 16 US academic medical centers were included. Overall, 255 patients underwent leukapheresis and 236 (92.5%) received cilta-cel, of which 54% would not have met CARTITUDE-1 eligibility criteria. In treated patients (N = 236), cytokine release syndrome was seen in 75% (grade ≥3, 5%), immune effector cell–associated neurotoxicity syndrome in 14% (grade ≥3, 4%), and delayed neurotoxicity in 10%. Overall and complete response rates were as follows: all patients who received cilta-cel (N = 236), 89% and 70%; patients receiving conforming cilta-cel (n = 191), 94% and 74%; and conforming cilta-cel with fludarabine/cyclophosphamide lymphodepletion (n = 152), 95% and 76%, respectively. Nonrelapse mortality was 10%, most commonly from infection. After a median follow-up of 13 months from cilta-cel, the median progression-free survival (PFS) was not reached, with 12-month estimate being 68% (95% confidence interval, 62-74). High ferritin levels, high-risk cytogenetics, and extramedullary disease were independently associated with inferior PFS, with a signal for prior B-cell maturation antigen–targeted therapy (P = .08). Second primary malignancies excluding nonmelanoma skin cancers were seen in 5.5% and myeloid malignancies/acute leukemia in 1.7%. We observed a favorable efficacy profile of standard-of-care cilta-cel in RRMM, despite more than half the patients not meeting the CARTITUDE-1 eligibility criteria.
Hypomagnesemia in Large B cell Lymphoma patients receiving CAR T cell therapy correlates with immune dysregulation and decreased PFS: results from the ZUMA-1 trial and Mayo Clinic cohort
Bansal, Radhika , Gandhi, Sangeetha, Babadi, Elham , Martinez, Kodi, McCoy, Gabrielle, Shao, Zuoyi , Regan, Kevin M., Hathcock, Matthew , Wang, Panwen , Ruan, Gordon, Ansell, Stephen M., Johnston, Patrick B., Khurana, Arushi , Hampel, Paul J. , Moreno, Eider, Kharfan‐Dabaja, Mohamed A. , Kim, Jenny , Shen, Rhine R. , Mattie, Mike , Lin, Yi , Witzig, Thomas E., Gile, Jennifer , Mondello, Patrizia , Wang, Zixing , Li, Ying , Zhang, Henan , Wang, Junwen , Saleh, Abdullah S. Al , Ansell, Stephen M. , Bennani, N. Nora , Johnston, Patrick B. , Paludo, Jonas , Villasboas, José C. , Durani, Urshila , Wang, Yucai , Rosenthal, Allison , Muñoz, Javier , Castro, Januario E. , Murthy, Hemant S. , Kenderian, Saad S.

Mayo Clinic

No container title available | October 2, 2024 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-4889200/v1 Get It

Abstract Background Hypomagnesemia has been correlated with inferior outcomes in patients with large B cell lymphoma (LBCL) undergoing stem cell transplants. As T-cell and myeloid cell dysfunction have been associated with low magnesium conditions, we investigated whether serum magnesium (Mg) levels could predict clinical outcomes in LBCL patients who received chimeric antigen receptor T-cell therapy. Methods Patients with LBCL who received axi-cel under the ZUMA-1 trial or as FDA approved therapy at Mayo Clinic were examined. Serum samples were obtained at specified time points and cytokine analysis was performed. Single cell RNA sequencing was performed on peripheral blood mononuclear cells. The Student T-test, Kruskal Wallis, or Fisher's Exact Tests were used to compare differences in demographics across Mg levels. Survival curves were plotted using the Kaplan-Meier methodology and compared using the Wilcoxon test. Results We found that hypomagnesemia before lymphodepletion chemotherapy predicted for inferior progression-free and overall survival in the pivotal study ZUMA-1 (NCT02348216). These results were validated in an independent cohort of LBCL patients receiving axicabtagene ciloleucel (axi-cel) at Mayo Clinic. Hypomagnesemia correlated with increased inflammatory serum markers and cytokine levels including ferritin, IL-6, IL1Ra, IL-8, and MIP1a. scRNAseq analysis unveiled altered immune interactions between monocytes and T cells with a concordant immune suppressive transcriptome. Conclusions Hypomagnesemia at the time of CAR-T infusion associates with an unfavorable inflammatory profile and decreased response and survival in LBCL patients receiving axi-cel. These findings suggest a potentially actionable prognostic factor for patients with large cell lymphoma undergoing CAR-T.
Ibrutinib Promotes Atrial Fibrillation by Disrupting A-Kinase Anchoring Protein 1-Mediated Mitochondrial Quality Surveillance in Cardiomyocytes
Li, Yukun , Liu, Xinmeng , Lin, Rong, Peng, Xiaodong , Wang, Xuesi , Meng, Fanchao , Jin, Shuqi , Lv, Wenhe , Liu, Xiaoying, Du, Zhuohang, Wen, Songnan, Bai, Rong , Ruan, Yanfei , Tang, Ribo , Li, Yukun , Zhou, Hao , Zou, Rongjun , Liu, Nian Bao

Mayo Clinic

Research | October 2, 2024 | Volume: 7 | Issue: No issue available | Pages: No page available

10.34133/research.0509 | PMID 39469220 Get It

Background: Ibrutinib, a potent Bruton’s tyrosine kinase inhibitor with marked efficacy against hematological malignancies, is associated with the heightened risk of atrial fibrillation (AF). Although ibrutinib-induced AF is linked to enhanced oxidative stress, the underlying mechanisms remain unclear. Objective: This research aimed to explore the molecular mechanism and regulatory target in ibrutinib-induced AF. Methods: We performed in vivo electrophysiology studies using ibrutinib-treated mice, and then employed proteomic and single-cell transcriptomic analyses to identify the underlying targets and mechanisms. The effects of A-kinase anchoring protein 1 (AKAP1) depletion on mitochondrial quality surveillance (MQS) were evaluated using both in vivo and ex vivo AKAP1 overexpression models. Results: Atrial AKAP1 expression was significantly reduced in ibrutinib-treated mice, leading to inducible AF, atrial fibrosis, and mitochondrial fragmentation. These pathological changes were effectively mitigated in an overexpression model of ibrutinib-treated mice injected with an adeno-associated virus carrying Akap1. In ibrutinib-treated atrial myocytes, AKAP1 down-regulation promoted dynamin-related protein 1 (DRP1) translocation into mitochondria by facilitating DRP1 dephosphorylation at Ser637, thereby mediating excessive mitochondrial fission. Impaired MQS was also suggested by defective mitochondrial respiration, mitochondrial metabolic reprogramming, and suppressed mitochondrial biogenesis, accompanied by excessive oxidative stress and inflammatory activation. The ibrutinib-mediated MQS disturbance can be markedly improved with the inducible expression of the AKAP1 lentiviral system. Conclusions: Our findings emphasize the key role of AKAP1-mediated MQS disruption in ibrutinib-induced AF, which explains the previously observed reactive oxygen species overproduction. Hence, AKAP1 activation can be employed to prevent and treat ibrutinib-induced AF.
Interventions to reduce racial/ethnic disparities across the breast cancer care continuum.
George, Milan, Moreira, Matheus José Barbosa , Yang, Jeremy, Comini, Ana Carolina Marin, Miyawaki, Isabele Ayumi , Pessoa, Beatriz , Reis, Pedro, Silva, Caroliny , Lama, Nazer, Lowenstein, Lisa M. , Brandão, Gabriela Rangel , Carvalho, Bruno Murad , Jorge, Carlos Alberto Campello , Reis, Pedro, Xavier, Débora Pinheiro , Hicklen, Rachel , McNeill, Lorna Haughton. , Batalini, Felipe , Lin, John Kent

Mayo Clinic

JCO Oncology Practice | September 30, 2024 | Volume: 20 | Issue: 10_suppl | Pages: 160-160

10.1200/op.2024.20.10_suppl.160 Get It

160 Background: In the United States, racial/ethnic disparities in adoption of breast cancer evidence-based practices (EBPs) persist along the cancer care continuum. This scoping review applied an implementation science lens to describe the current evidence base for interventions to reduce disparities, synthesizing evidence on effective interventions while highlighting gaps in the literature. Methods: A formalized search strategy identified USA-based interventional studies aiming to improve adoption of an EBP along the breast cancer care continuum among racially/ethnically minoritized patients. Relevant articles from 1/2010 - 8/2022 (Medline, Embase, Cochrane, and Scopus) were included. For each article, two reviewers screened and extracted data, with a third resolving discrepancies. The PRISMA-ScR checklist and JBO Manual for Evidence Synthesis framework were followed. Results: Our search strategy yielded 45,215 articles. After applying inclusion/exclusion criteria, 59 articles were retained, targeting screening (85%, 50 of 59), treatment (12%, 7 of 59), and survivorship (5%, 3 of 59) (2 targeted multiple areas). No articles targeted end-of-life care. Of these, 49% (29 of 59) were randomized controlled trials (RCTs). Among 24 screening RCTs, the most common interventions—and fraction with statistically significant improved screening uptake—were patient navigation (100%, 11 of 11) and patient education (80%, 4 of 5). Among 4 treatment RCTs, 3 targeted adjuvant chemotherapy uptake. Of these, 1 had significant improvements and used patient navigation. The 2 studies without significant improvements used a patient tracking tool/alert system or patient education. Among 2 survivorship RCTs, one used email interventions, resulting in significantly improved physical activity and dietary health. A second used a nurse-facilitated internet support group, resulting in significantly improved physical/psychological symptoms. Early to mid-stage implementation outcomes (acceptability, adoption, appropriateness, feasibility, or fidelity) were commonly measured (81%, 48 of 59). No study measured later stage implementation outcomes (sustainability or costs). Conclusions: In multiple studies, patient navigation and education improved breast cancer screening among racially/ethnically minoritized populations. In one study, patient navigation improved completion of adjuvant treatment. Despite these studies, patient navigation is not reimbursed for cancer screening, and adoption has not been widespread. Future studies should focus on evaluating and improving later stage implementation outcomes (sustainability and costs). Based on these results, insurance reimbursement mechanisms for screening-related navigation may be warranted. Future breast cancer care delivery disparities research should also be expanded to include treatment, survivorship, and end-of-life care.
Novel risk score for predicting acute cardiovascular and cerebrovascular events after chest radiotherapy in patients with breast or lung cancer
Rmilah, Anan Abu , Adham, Alkurashi, I, Haq, Nandan, Anevakar, Jouni, Hayan, Hirashi, Satomi, Owen, Dawn, Deswal, Anita , Chao, Tzu Cheng , Herrmann, Joerg , AbuRmilah, Anan , Abu Rmilah, Anan , Ikram-Ul, Haq, Alzu'bi, Hossam, Deswal, Anita M , Browne, Jacinta , Herrmann, Joerg , Abu Rmilah, Anan A , Alzu’bi, Hossam , Lin, Steven H. , Abe, Jun-Ichi , Browne, Jacinta E. , Leiner, Tim , Laack, Nadia N.

Mayo Clinic

European Journal of Preventive Cardiology | September 29, 2024 | Volume: 33 | Issue: 4 | Pages: 513-525

10.1093/eurjpc/zwae323 | PMID 39453776 Get It

Abstract Aims Radiation therapy (RT) is an integral component of cancer therapy but associated with adverse events. Our goal was to establish risk prediction models for major adverse cardiovascular and cerebrovascular events (MACCE) after chest RT. Methods and results A retrospective study of lung/breast cancer patients who had chest RT with planning CT at Mayo Clinic between 01/2010 and 01/2014. Predictive models were developed based on weighted independent predictors using a derivation (406 lung and 711 breast cancer) and validation cohort (179 lung and 234 breast cancer). Patient characteristics, pre-RT CT for coronary artery calcification (CAC), and post-RT MACCE data were reviewed. Post-RT MACCE occurred in 6.1 and 5.6% in the derivation and validation cohort over a mean follow-up of 42 ± 13 months. Post-therapy model (C2AD2) included CAC (two points), MACCE history (two points), age ≥74 (three points), DM (two points), and mean heart radiation dose ≥ 850 mGy (two points), and pre-therapy model (C2AD) included post-therapy model parameters minus mean heart radiation dose. Both models stratified patients into three risk groups: low (0–2), intermediate (3–5), and high (≥6). Post-RT MACCE across these groups were 2.7, 8.9, and 19.8% in the derivation, and 3.9, 6.6, and 16.4% in the validation cohort for post-therapy model (C2AD2) and 2.8, 9.2, and 20.4% in the derivation and 3.7, 9.2, and 13.2% in the validation cohort for pre-therapy model. Both models showed statistically significant graded survival outcome. Conclusion Post-therapy (C2AD2) and pre-therapy (C2AD) models are simple, easy to use and effective tools to stratify breast and lung cancer patients undergoing chest radiation for post-RT MACCE.
Round table discussion. Distal radioulnar joint instability after surgical treatment of distal radial fractures
Schep, Niels W. L. , Lin, James S. , Moran, Steven L. , Hanneman, Pascal F. W., Heras-Palou, Carlos , Schep, N W L

Mayo Clinic

Journal of Hand Surgery (European Volume) | September 28, 2024 | Volume: 50 | Issue: 1 | Pages: 145-149

10.1177/17531934241268980 | PMID 39340264 Get It

Distal radioulnar joint instability is commonly seen after surgical fixation of a distal radial fracture, and surgeons’ ability to reliably determine stability on examination is poor. Debate remains regarding whether to fix the ulnar styloid or reinsert the triangular fibrocartilaginous complex. Four surgeons with Level 5 expertise were asked to respond to questions surrounding this debate.
Spatiotemporal Analysis of Mesenchymal Stem Cells Fate Determination by Inflammatory Niche Following Soft Tissue Injury at a Single‐Cell Level
Tan, Zhenya , Yang, Jiazhao , Zhang, Ya , Lu, Xiaoling , Cheng, Qirong, Chai, Lanyi, Peng, Chao , Zhu, Jicheng , Zhu, Chenghang, Zhan, Li , Lin, Keqiong, Liu, Yakun , Fan, Haitao , Zheng, Hong , Zheng, Hong , Chen, Kan , Wang, Wei , Chai, Lanyi, Wang, Hailin, Zhang, Lingqiang

Mayo Clinic

Advanced Science | September 23, 2024 | Volume: 11 | Issue: 43 | Pages: No page available

10.1002/advs.202310282 | PMID 39308190 Get It

Abstract Heterotopic ossification (HO), often arising in response to traumatic challenges, results from the aberrant osteochondral differentiation of mesenchymal stem cells (MSCs). Nevertheless, the impact of trauma‐induced inflammatory exposure on MSC fate determination remains ambiguous. In this study, the cellular diversity within inflammatory lesions is elucidated, comprising MSCs and several innate and adaptive immune cells. It is observed that quiescent MSCs transition into cycling MSCs, subsequently giving rise to chondrogenic (cMSC) and/or osteogenic (oMSC) lineages within the inflammatory microenvironment following muscle or tendon injuries, as revealed through single‐cell RNA sequencing (scRNA‐seq), spatial transcriptome and lineage tracing analysis. Moreover, these investigations demonstrate that neutrophils and natural killer (NK) cells enhance transition of quiescent MSCs into cycling MSCs, which is also controlled by M1 macrophages, a subpopulation of macrophages can also stimulate cMSC and oMSC production from cycling MSCs. Additionally, M2 macrophages, CD4 + and CD8 + T lymphocytes are found to promote chondrogenesis. Further analysis demonstrates that immune cells promotes the activation of signaling transducers and activators of transcription (STAT) pathway and phosphoinositide 3 (PI3K)/protein kinase B (AKT) pathway in MSC proliferation and osteochondral progenitors’ production, respectively. These findings highlight the dynamics of MSC fate within the inflammatory lesion and unveil the molecular landscape of osteoimmunological interactions, which holds promise for advancing HO treatment.
Efficacy of Mindfulness-Based Stress Reduction for Breast Cancer (MBSR(BC)) a Treatment for Cancer-related Cognitive Impairment (CRCI): A Randomized Controlled Trial
Reich, Richard R. , Rodriguez, Carmen S., Nguyen, Anh , Meng, Hongdao , Tinsley, Sara , Hueluer, Gizem, Donovan, Kristine A. , Bornstein, Elizabeth, Nidamanur, Sreenidhi, Padgett, Lynne, Lucas, Jean M., Fonseca, Tamela , Joshi, Anisha, Lin, Katherine, Goodman, Matthew , Hülür, Gizem , Tinsley, Sara , Hueluer, Gizem , Lengacher, Cecile A. , Park, Jong Y. , Moscoso, Manolete S. , Kiluk, John V. , Kip, Kevin E.

Mayo Clinic

Journal of Integrative and Complementary Medicine | September 18, 2024 | Volume: 31 | Issue: 1 | Pages: 75-91

10.1089/jicm.2024.0184 | PMID 39291332 Get It

Introduction: The Mindfulness-Based Stress Reduction (MBSR) Program for breast cancer survivors (BCS) is designed to enhance cognitive training through formal and informal meditational practices. This randomized clinical trial (RCT) aimed to evaluate if BCS assigned to either the MBSR(BC), Breast Cancer Education Support (BCES), or Usual Care (UC) regimens experienced greater improvements at 6, 12, and 26 weeks on objective and subjective cognitive performance. Methods: BCS ( n = 212) randomized to a three-group RCT: MBSR(BC) ( n = 91), BCES ( n = 90), or UC ( n = 31) were assessed on cognitive performance and symptoms at baseline, 6, 12, and 26 weeks. Linear mixed models were fit to evaluate the effects of the MBSR(BC) program, hypothesizing ordered effect improvements: (MBSR[BC] highest, BCES intermediate, UC lowest) along with baseline characteristics evaluated as moderators. Results: Of the BCS (mean age of 57), 73% were White, and non-Hispanic, and 77% received both chemotherapy (CT) and radiation. Cognitive performance improved in all groups. Although there were no statistically significant between-group differences in cognitive outcomes, significant symptom reductions occurred for the MBSR(BC) group ( p = 0.003). Within-group effect size analysis at 26 weeks showed substantial improvements in all three groups (effect sizes >0.50) in subjective impairments and quality of life (effect size >0.50) and objective measures of cognitive performance. MBSR(BC) showed the largest within-group effect size in the reduction of fatigue (effect size = 0.81). Effect sizes occurred in the hypothesized direction for 10 of the 18 outcomes. Discussion: Although the MBSR(BC) program did not show significant differences in cognitive performance compared with BCES and UC, all groups improved and reductions in fatigue were beneficial for MBSR(BC). Results suggest that cognitive performance may improve after CT over time considering one’s natural history. Furthermore, BCS enrolled in RCTs may be more motivated to improve their health status (NCT02786797).
Predictive value of follow-up infarct volume on functional outcomes in middle cerebral artery M2 segment vessel occlusion stroke treated with mechanical thrombectomy
Yedavalli, Vivek, Salim, Hamza , Musmar, Basel , Adeeb, Nimer , Naamani, Kareem El, Henninger, Nils , Sundararajan, Sri Hari , Kühn, Anna Luisa, Khalife, Jane, Ghozy, Sherief, Tan, Benjamin Yong‐Qiang , Regenhardt, Robert W. , Heit, Jeremy J , Rouchaud, Aymeric, Sheth, Sunil, Puri, Ajit S., Dyzmann, Christian , Colasurdo, Marco, Barreau, Xavier, Renieri, Leonardo, Filipe, João Pedro , Harker, Pablo, Abdalkader, Mohamad , Marotta, Thomas R. , Spears, Julian , Biswas, Arundhati , Clarençon, Frédéric , Varela, Ricardo , Baker, Amanda , Essibayi, Muhammed Amir , Altschul, David , Gonzalez, Nestor R. , Möhlenbruch, Markus , Costalat, Vincent, Gory, Benjamin, Stracke, Christian Paul , Hecker, Constantin, Shaikh, Hamza, Liebeskind, David S. , Alexandre, Andrea , Tancredi, Illario, Faizy, Tobias D. , Kalsoum, Erwah , Lubicz, Boris , Patel, Aman B. , Guenego, Adrien, Investigators, for the MAD MT, Heit, Jeremy J. , Yedavalli, Vivek , Colasurdo, Marco , Salim, Hamza , Scarcia, Luca , Regenhardt, Robert W , Fiehler, Jens , Alexandru Radu, Răzvan , Klein, Piers , Ota, Takahiro , Jabbour, Pascal , Nguyen, Thanh N , Essibayi, Muhammed Amir , Gonzalez, Nestor R , Möhlenbruch, Markus A , Liebeskind, David S. , Alexandre, Andrea M , Heit, Jeremy J , Altschul, David J , Musmar, Basel , Yedavalli, Vivek S , Colasurdo, Marco , Henninger, Nils , Tan, Benjamin Yq , Varela, Ricardo , Naamani, Kareem El , Kühn, Anna Luisa , Khalife, Jane , Ghozy, Sherief , Cancelliere, Nicole M , Bernstock, Joshua D. , Rouchaud, Aymeric , Fiehler, Jens , Sheth, Sunil A , Puri, Ajit S , Barreau, Xavier , Renieri, Leonardo , Harker, Pablo , Radu, Răzvan Alexandru , Klein, Piers , Mowla, Ashkan , Jabbour, Pascal , Siegler, James E. , Nguyen, Thanh N. , Costalat, Vincent , Gory, Benjamin , Aziz‐Sultan, Mohammad Ali , Hecker, Constantin , Pedicelli, Alessandro , Tancredi, Illario , Mendes Pereira, Vitor , Guenego, Adrien , Dmytriw, Adam A. , Investigators, for the MAD MT

Mayo Clinic

European Stroke Journal | September 14, 2024 | Volume: 10 | Issue: 2 | Pages: 431-441

10.1177/23969873241275531 | PMID 39269154 Get It

Abstract Background: Medium vessel occlusion (MeVO) strokes, particularly affecting the M2 segment of the middle cerebral artery, represent a critical proportion of acute ischemic strokes, posing significant challenges in management and outcome prediction. The efficacy of mechanical thrombectomy (MT) in MeVO stroke may warrant reliable predictors of functional outcomes. This study aimed to investigate the prognostic value of follow-up infarct volume (FIV) for predicting 90-day functional outcomes in MeVO stroke patients undergoing MT. Methods: This multicenter, retrospective cohort study analyzed data from the Multicenter Analysis of primary Distal medium vessel occlusions: effect of Mechanical Thrombectomy (MAD-MT) registry, covering patients with acute ischemic stroke due to M2 segment occlusion treated with MT. We examined the relationship between 90-day functional outcomes, measured by the modified Rankin Scale (mRS), and follow-up infarct volume (FIV), assessed through CT or MRI within 12–36 h post-MT. Results: Among 130 participants, specific FIV thresholds were identified with high specificity and sensitivity for predicting outcomes. A FIV ⩽5 ml was highly specific for predicting favorable and excellent outcomes. The optimal cut-off for both prognostications was identified at ⩽15 ml by the Youden Index, with significant reductions in the likelihood of favorable outcomes observed above a 40 ml threshold. Receiver Operator Curve (ROC) analyses confirmed FIV as a superior predictor of functional outcomes compared to traditional recanalization scores, such as final modified thrombolysis in cerebral infarction score (mTICI). Multivariable analysis further highlighted the inverse relationship between FIV and positive functional outcomes. Conclusions: FIV within 36 h post-MT serves as a potent predictor of 90-day functional outcomes in patients with M2 segment MeVO strokes. Establishing FIV thresholds may aid in the prognostication of stroke outcomes, suggesting a role for FIV in guiding post intervention treatment decisions and informing clinical practice. Future research should focus on validating these findings across diverse patient populations and exploring the integration of FIV measurements with other clinical and imaging markers to enhance outcome prediction accuracy.
Artificial intelligence and big data integration in anterior segment imaging for glaucoma
Chansangpetch, Sunee , Ittarat, Mantapond , Cheungpasitporn, Wisit , Lin, Shan C. , Cheungpasitporn, Wisit

Mayo Clinic

Taiwan Journal of Ophthalmology | September 13, 2024 | Volume: 14 | Issue: 3 | Pages: 319-332

10.4103/tjo.tjo-d-24-00053 | PMID 39430364 Get It

Abstract: The integration of artificial intelligence (AI) and big data in anterior segment (AS) imaging represents a transformative approach to glaucoma diagnosis and management. This article explores various AS imaging techniques, such as AS optical coherence tomography, ultrasound biomicroscopy, and goniophotography, highlighting their roles in identifying angle-closure diseases. The review focuses on advancements in AI, including machine learning and deep learning, which enhance image analysis and automate complex processes in glaucoma care, and provides current evidence on the performance and clinical applications of these technologies. In addition, the article discusses the integration of big data, detailing its potential to revolutionize medical imaging by enabling comprehensive data analysis, fostering enhanced clinical decision-making, and facilitating personalized treatment strategies. In this article, we address the challenges of standardizing and integrating diverse data sets and suggest that future collaborations and technological advancements could substantially improve the management and research of glaucoma. This synthesis of current evidence and new technologies emphasizes their clinical relevance, offering insights into their potential to change traditional approaches to glaucoma evaluation and care.