Tinelli, F. et al. Vascular remodeling in moyamoya angiopathy: From peripheral blood mononuclear cells to endothelial cells. Int. J. Mol. Sci. 21(16), 5763 (2020).
Article CAS PubMed PubMed Central Google Scholar
Kuroda, S. & Houkin, K. Moyamoya disease: Current concepts and future perspectives. Lancet Neurol. 7(11), 10561066 (2008).
Article PubMed Google Scholar
Goto, Y. & Yonekawa, Y. Worldwide distribution of moyamoya disease. Neurol. Med. Chir. 32(12), 883886 (1992).
Article CAS Google Scholar
Kuriyama, S. et al. Prevalence and clinicoepidemiological features of moyamoya disease in Japan: Findings from a nationwide epidemiological survey. Stroke 39(1), 4247 (2008).
Article PubMed Google Scholar
Kamada, F. et al. A genome-wide association study identifies RNF213 as the first Moyamoya disease gene. J. Hum. Genet. 56(1), 3440 (2011).
Article CAS PubMed Google Scholar
Bang, O. Y., Fujimura, M. & Kim, S. K. the pathophysiology of moyamoya disease: An update. J. Stroke 18(1), 1220 (2016).
Article PubMed PubMed Central Google Scholar
Kim, E. H. et al. Importance of RNF213 polymorphism on clinical features and long-term outcome in moyamoya disease. J. Neurosurg. 124(5), 12211227 (2016).
Article CAS PubMed Google Scholar
Kang, H. S. et al. Plasma matrix metalloproteinases, cytokines and angiogenic factors in moyamoya disease. J. Neurol. Neurosurg. Psychiatry 81(6), 673678 (2010).
Article PubMed Google Scholar
Jaipersad, A. S. et al. The role of monocytes in angiogenesis and atherosclerosis. J. Am. Coll. Cardiol. 63(1), 111 (2014).
Article CAS PubMed Google Scholar
Morishita, R. et al. Impairment of collateral formation in lipoprotein(a) transgenic mice: Therapeutic angiogenesis induced by human hepatocyte growth factor gene. Circulation 105(12), 14911496 (2002).
Article CAS PubMed Google Scholar
Schning, M. et al. Antiphospholipid antibodies in cerebrovascular ischemia and stroke in childhood. Neuropediatrics 25(1), 814 (1994).
Article PubMed Google Scholar
Suzuki, S. et al. Moyamoya disease complicated by Graves disease and type 2 diabetes mellitus: Report of two cases. Clin. Neurol. Neurosurg. 113(4), 325329 (2011).
Article PubMed Google Scholar
Wanifuchi, H. et al. Autoimmune antibody in moyamoya disease. No Shinkei Geka 14(1), 3135 (1986).
CAS PubMed Google Scholar
Lin, R. et al. Clinical and immunopathological features of Moyamoya disease. PLoS ONE 7(4), e36386 (2012).
Article ADS CAS PubMed PubMed Central Google Scholar
Fujimura, M. et al. Increased serum production of soluble CD163 and CXCL5 in patients with moyamoya disease: Involvement of intrinsic immune reaction in its pathogenesis. Brain Res. 1679, 3944 (2018).
Article CAS PubMed Google Scholar
Kanehisa, M. Toward understanding the origin and evolution of cellular organisms. Protein Sci. 28(11), 19471951 (2019).
Article CAS PubMed PubMed Central Google Scholar
Kanehisa, M. & Goto, S. KEGG: Kyoto encyclopedia of genes and genomes. Nucleic Acids Res. 28(1), 2730 (2000).
Article CAS PubMed PubMed Central Google Scholar
Kanehisa, M. et al. KEGG for taxonomy-based analysis of pathways and genomes. Nucleic Acids Res. 51(D1), D587-d592 (2023).
Article CAS PubMed Google Scholar
Langfelder, P. & Horvath, S. WGCNA: An R package for weighted correlation network analysis. BMC Bioinform. 9, 559 (2008).
Article Google Scholar
Degenhardt, F., Seifert, S. & Szymczak, S. Evaluation of variable selection methods for random forests and omics data sets. Brief Bioinform. 20(2), 492503 (2019).
Article PubMed Google Scholar
Friedman, J., Hastie, T. & Tibshirani, R. Regularization paths for generalized linear models via coordinate descent. J. Stat. Softw. 33(1), 122 (2010).
Article PubMed PubMed Central Google Scholar
Newman, A. M. et al. Robust enumeration of cell subsets from tissue expression profiles. Nat. Methods 12(5), 453 (2015).
Article CAS PubMed PubMed Central Google Scholar
Huang, J. et al. Weighted gene co-expression network analysis and CIBERSORT screening of key genes related to m6A methylation in Hirschsprungs disease. Front. Genet. 14, 1183467 (2023).
Article CAS PubMed PubMed Central Google Scholar
Asselman, C. et al. Moyamoya disease emerging as an immune-related angiopathy. Trends Mol. Med. 28(11), 939950 (2022).
Article PubMed Google Scholar
Sigdel, T. K. et al. Immune response profiling identifies autoantibodies specific to Moyamoya patients. Orphanet. J. Rare Dis. 8, 45 (2013).
Article PubMed PubMed Central Google Scholar
Jin, F. & Duan, C. Identification of immune-infiltrated hub genes as potential biomarkers of Moyamoya disease by bioinformatics analysis. Orphanet. J. Rare Dis. 17(1), 80 (2022).
Article PubMed PubMed Central Google Scholar
Roder, C. et al. Common genetic polymorphisms in moyamoya and atherosclerotic disease in Europeans. Childs Nerv. Syst. 27(2), 245252 (2011).
Article PubMed Google Scholar
Achrol, A. S. et al. Pathophysiology and genetic factors in moyamoya disease. Neurosurg. Focus 26(4), E4 (2009).
Article PubMed Google Scholar
Guo, D. C. et al. Mutations in smooth muscle alpha-actin (ACTA2) cause coronary artery disease, stroke, and Moyamoya disease, along with thoracic aortic disease. Am. J. Hum. Genet. 84(5), 617627 (2009).
Article CAS PubMed PubMed Central Google Scholar
Ikeda, E. Systemic vascular changes in spontaneous occlusion of the circle of Willis. Stroke 22(11), 13581362 (1991).
Article CAS PubMed Google Scholar
Sato-Maeda, M. et al. Transient middle cerebral artery occlusion in mice induces neuronal expression of RNF213, a susceptibility gene for moyamoya disease. Brain Res. 1630, 5055 (2016).
Article CAS PubMed Google Scholar
Quintos, J. B., Guo, M. H. & Dauber, A. Idiopathic short stature due to novel heterozygous mutation of the aggrecan gene. J. Pediatr. Endocrinol. Metab. 28(78), 927932 (2015).
CAS PubMed PubMed Central Google Scholar
Gkourogianni, A. et al. Clinical characterization of patients with autosomal dominant short stature due to aggrecan mutations. J. Clin. Endocrinol. Metab. 102(2), 460469 (2017).
Article PubMed Google Scholar
Lin, L. et al. A high proportion of novel ACAN mutations and their prevalence in a large cohort of chinese short stature children. J. Clin. Endocrinol. Metab. 106(7), e2711e2719 (2021).
Article PubMed PubMed Central Google Scholar
Vafaeie, F. et al. ACAN, MDFI, and CHST1 as candidate genes in gastric cancer: A comprehensive insilco analysis. Asian Pac. J. Cancer Prev. 23(2), 683694 (2022).
Article CAS PubMed PubMed Central Google Scholar
Koh, Y. W. et al. Association between the CpG island methylator phenotype and its prognostic significance in primary pulmonary adenocarcinoma. Tumour Biol. 37(8), 1067510684 (2016).
Article CAS PubMed Google Scholar
Kim, S. M. et al. Endothelial dysfunction induces atherosclerosis: Increased aggrecan expression promotes apoptosis in vascular smooth muscle cells. BMB Rep. 52(2), 145150 (2019).
Article CAS PubMed PubMed Central Google Scholar
Jung, K. H. et al. Circulating endothelial progenitor cells as a pathogenetic marker of moyamoya disease. J. Cereb. Blood Flow Metab. 28(11), 17951803 (2008).
Article CAS PubMed Google Scholar
Kim, J. H. et al. Decreased level and defective function of circulating endothelial progenitor cells in children with moyamoya disease. J. Neurosci. Res. 88(3), 510518 (2010).
Article CAS PubMed Google Scholar
Kashem, M. A. et al. The potential role of FREM1 and its isoform TILRR in HIV-1 acquisition through mediating inflammation. Int. J. Mol. Sci. 22(15), 7825 (2021).
Article CAS PubMed PubMed Central Google Scholar
Li, H. N. et al. Elevated expression of FREM1 in breast cancer indicates favorable prognosis and high-level immune infiltration status. Cancer Med. 9(24), 95549570 (2020).
Article CAS PubMed PubMed Central Google Scholar
Karim, R. et al. Human papillomavirus (HPV) upregulates the cellular deubiquitinase UCHL1 to suppress the keratinocytes innate immune response. PLoS Pathog. 9(5), e1003384 (2013).
Article CAS PubMed PubMed Central Google Scholar
Gu, Y. et al. The deubiquitinating enzyme UCHL1 negatively regulates the immunosuppressive capacity and survival of multipotent mesenchymal stromal cells. Cell Death Dis. 9(5), 459 (2018).
Article PubMed PubMed Central Google Scholar
Jain, M. et al. TOP2A is overexpressed and is a therapeutic target for adrenocortical carcinoma. Endocr. Relat. Cancer 20(3), 361370 (2013).
Article CAS PubMed PubMed Central Google Scholar
Olsen, K. E. et al. Amplification of HER2 and TOP2A and deletion of TOP2A genes in breast cancer investigated by new FISH probes. Acta Oncol. 43(1), 3542 (2004).
Article CAS PubMed Google Scholar
Moretti, E. et al. TOP2A protein by quantitative immunofluorescence as a predictor of response to epirubicin in the neoadjuvant treatment of breast cancer. Future Oncol. 9(10), 14771487 (2013).
Article CAS PubMed Google Scholar
Masuda, J., Ogata, J. & Yutani, C. Smooth muscle cell proliferation and localization of macrophages and T cells in the occlusive intracranial major arteries in moyamoya disease. Stroke 24(12), 19601967 (1993).
Article CAS PubMed Google Scholar
Weng, L. et al. Association of increased Treg and Th17 with pathogenesis of moyamoya disease. Sci. Rep. 7(1), 3071 (2017).
Article ADS PubMed PubMed Central Google Scholar
Yamamoto, M. et al. Increase in elastin gene expression and protein synthesis in arterial smooth muscle cells derived from patients with Moyamoya disease. Stroke 28(9), 17331738 (1997).
Article CAS PubMed Google Scholar
Roder, C. et al. Polymorphisms in TGFB1 and PDGFRB are associated with Moyamoya disease in European patients. Acta Neurochir. (Wien) 152(12), 21532160 (2010).
Article PubMed Google Scholar
Here is the original post:
Identification of diagnostic markers for moyamoya disease by combining bulk RNA-sequencing analysis and machine ... - Nature.com
- What Is Machine Learning? | How It Works, Techniques ... [Last Updated On: September 5th, 2019] [Originally Added On: September 5th, 2019]
- Start Here with Machine Learning [Last Updated On: September 22nd, 2019] [Originally Added On: September 22nd, 2019]
- What is Machine Learning? | Emerj [Last Updated On: October 1st, 2019] [Originally Added On: October 1st, 2019]
- Microsoft Azure Machine Learning Studio [Last Updated On: October 1st, 2019] [Originally Added On: October 1st, 2019]
- Machine Learning Basics | What Is Machine Learning? | Introduction To Machine Learning | Simplilearn [Last Updated On: October 1st, 2019] [Originally Added On: October 1st, 2019]
- What is Machine Learning? A definition - Expert System [Last Updated On: October 2nd, 2019] [Originally Added On: October 2nd, 2019]
- Machine Learning | Stanford Online [Last Updated On: October 2nd, 2019] [Originally Added On: October 2nd, 2019]
- How to Learn Machine Learning, The Self-Starter Way [Last Updated On: October 17th, 2019] [Originally Added On: October 17th, 2019]
- definition - What is machine learning? - Stack Overflow [Last Updated On: November 3rd, 2019] [Originally Added On: November 3rd, 2019]
- Artificial Intelligence vs. Machine Learning vs. Deep ... [Last Updated On: November 3rd, 2019] [Originally Added On: November 3rd, 2019]
- Machine Learning in R for beginners (article) - DataCamp [Last Updated On: November 3rd, 2019] [Originally Added On: November 3rd, 2019]
- Machine Learning | Udacity [Last Updated On: November 3rd, 2019] [Originally Added On: November 3rd, 2019]
- Machine Learning Artificial Intelligence | McAfee [Last Updated On: November 3rd, 2019] [Originally Added On: November 3rd, 2019]
- Machine Learning [Last Updated On: November 3rd, 2019] [Originally Added On: November 3rd, 2019]
- AI-based ML algorithms could increase detection of undiagnosed AF - Cardiac Rhythm News [Last Updated On: November 19th, 2019] [Originally Added On: November 19th, 2019]
- The Cerebras CS-1 computes deep learning AI problems by being bigger, bigger, and bigger than any other chip - TechCrunch [Last Updated On: November 19th, 2019] [Originally Added On: November 19th, 2019]
- Can the planet really afford the exorbitant power demands of machine learning? - The Guardian [Last Updated On: November 19th, 2019] [Originally Added On: November 19th, 2019]
- New InfiniteIO Platform Reduces Latency and Accelerates Performance for Machine Learning, AI and Analytics - Business Wire [Last Updated On: November 19th, 2019] [Originally Added On: November 19th, 2019]
- How to Use Machine Learning to Drive Real Value - eWeek [Last Updated On: November 19th, 2019] [Originally Added On: November 19th, 2019]
- Machine Learning As A Service Market to Soar from End-use Industries and Push Revenues in the 2025 - Downey Magazine [Last Updated On: November 26th, 2019] [Originally Added On: November 26th, 2019]
- Rad AI Raises $4M to Automate Repetitive Tasks for Radiologists Through Machine Learning - - HIT Consultant [Last Updated On: November 26th, 2019] [Originally Added On: November 26th, 2019]
- Machine Learning Improves Performance of the Advanced Light Source - Machine Design [Last Updated On: November 26th, 2019] [Originally Added On: November 26th, 2019]
- Synthetic Data: The Diamonds of Machine Learning - TDWI [Last Updated On: November 26th, 2019] [Originally Added On: November 26th, 2019]
- The transformation of healthcare with AI and machine learning - ITProPortal [Last Updated On: November 26th, 2019] [Originally Added On: November 26th, 2019]
- Workday talks machine learning and the future of human capital management - ZDNet [Last Updated On: November 26th, 2019] [Originally Added On: November 26th, 2019]
- Machine Learning with R, Third Edition - Free Sample Chapters - Neowin [Last Updated On: November 26th, 2019] [Originally Added On: November 26th, 2019]
- Verification In The Era Of Autonomous Driving, Artificial Intelligence And Machine Learning - SemiEngineering [Last Updated On: November 26th, 2019] [Originally Added On: November 26th, 2019]
- Podcast: How artificial intelligence, machine learning can help us realize the value of all that genetic data we're collecting - Genetic Literacy... [Last Updated On: November 28th, 2019] [Originally Added On: November 28th, 2019]
- The Real Reason Your School Avoids Machine Learning - The Tech Edvocate [Last Updated On: November 28th, 2019] [Originally Added On: November 28th, 2019]
- Siri, Tell Fido To Stop Barking: What's Machine Learning, And What's The Future Of It? - 90.5 WESA [Last Updated On: November 28th, 2019] [Originally Added On: November 28th, 2019]
- Microsoft reveals how it caught mutating Monero mining malware with machine learning - The Next Web [Last Updated On: November 28th, 2019] [Originally Added On: November 28th, 2019]
- The role of machine learning in IT service management - ITProPortal [Last Updated On: November 28th, 2019] [Originally Added On: November 28th, 2019]
- Global Director of Tech Exploration Discusses Artificial Intelligence and Machine Learning at Anheuser-Busch InBev - Seton Hall University News &... [Last Updated On: November 28th, 2019] [Originally Added On: November 28th, 2019]
- The 10 Hottest AI And Machine Learning Startups Of 2019 - CRN: The Biggest Tech News For Partners And The IT Channel [Last Updated On: November 28th, 2019] [Originally Added On: November 28th, 2019]
- Startup jobs of the week: Marketing Communications Specialist, Oracle Architect, Machine Learning Scientist - BetaKit [Last Updated On: November 30th, 2019] [Originally Added On: November 30th, 2019]
- Here's why machine learning is critical to success for banks of the future - Tech Wire Asia [Last Updated On: December 2nd, 2019] [Originally Added On: December 2nd, 2019]
- 3 questions to ask before investing in machine learning for pop health - Healthcare IT News [Last Updated On: December 8th, 2019] [Originally Added On: December 8th, 2019]
- Machine Learning Answers: If Caterpillar Stock Drops 10% A Week, Whats The Chance Itll Recoup Its Losses In A Month? - Forbes [Last Updated On: December 8th, 2019] [Originally Added On: December 8th, 2019]
- Measuring Employee Engagement with A.I. and Machine Learning - Dice Insights [Last Updated On: December 8th, 2019] [Originally Added On: December 8th, 2019]
- Amazon Wants to Teach You Machine Learning Through Music? - Dice Insights [Last Updated On: December 8th, 2019] [Originally Added On: December 8th, 2019]
- Machine Learning Answers: If Nvidia Stock Drops 10% A Week, Whats The Chance Itll Recoup Its Losses In A Month? - Forbes [Last Updated On: December 8th, 2019] [Originally Added On: December 8th, 2019]
- AI and machine learning platforms will start to challenge conventional thinking - CRN.in [Last Updated On: December 23rd, 2019] [Originally Added On: December 23rd, 2019]
- Machine Learning Answers: If Twitter Stock Drops 10% A Week, Whats The Chance Itll Recoup Its Losses In A Month? - Forbes [Last Updated On: December 23rd, 2019] [Originally Added On: December 23rd, 2019]
- Machine Learning Answers: If Seagate Stock Drops 10% A Week, Whats The Chance Itll Recoup Its Losses In A Month? - Forbes [Last Updated On: December 23rd, 2019] [Originally Added On: December 23rd, 2019]
- Machine Learning Answers: If BlackBerry Stock Drops 10% A Week, Whats The Chance Itll Recoup Its Losses In A Month? - Forbes [Last Updated On: December 23rd, 2019] [Originally Added On: December 23rd, 2019]
- Amazon Releases A New Tool To Improve Machine Learning Processes - Forbes [Last Updated On: December 23rd, 2019] [Originally Added On: December 23rd, 2019]
- Another free web course to gain machine-learning skills (thanks, Finland), NIST probes 'racist' face-recog and more - The Register [Last Updated On: December 23rd, 2019] [Originally Added On: December 23rd, 2019]
- Kubernetes and containers are the perfect fit for machine learning - JAXenter [Last Updated On: December 23rd, 2019] [Originally Added On: December 23rd, 2019]
- TinyML as a Service and machine learning at the edge - Ericsson [Last Updated On: December 23rd, 2019] [Originally Added On: December 23rd, 2019]
- AI and machine learning products - Cloud AI | Google Cloud [Last Updated On: December 23rd, 2019] [Originally Added On: December 23rd, 2019]
- Machine Learning | Blog | Microsoft Azure [Last Updated On: December 23rd, 2019] [Originally Added On: December 23rd, 2019]
- Machine Learning in 2019 Was About Balancing Privacy and Progress - ITPro Today [Last Updated On: December 25th, 2019] [Originally Added On: December 25th, 2019]
- CMSWire's Top 10 AI and Machine Learning Articles of 2019 - CMSWire [Last Updated On: December 25th, 2019] [Originally Added On: December 25th, 2019]
- Here's why digital marketing is as lucrative a career as data science and machine learning - Business Insider India [Last Updated On: January 13th, 2020] [Originally Added On: January 13th, 2020]
- Dell's Latitude 9510 shakes up corporate laptops with 5G, machine learning, and thin bezels - PCWorld [Last Updated On: January 13th, 2020] [Originally Added On: January 13th, 2020]
- Finally, a good use for AI: Machine-learning tool guesstimates how well your code will run on a CPU core - The Register [Last Updated On: January 13th, 2020] [Originally Added On: January 13th, 2020]
- Cloud as the enabler of AI's competitive advantage - Finextra [Last Updated On: January 13th, 2020] [Originally Added On: January 13th, 2020]
- Forget Machine Learning, Constraint Solvers are What the Enterprise Needs - - RTInsights [Last Updated On: January 13th, 2020] [Originally Added On: January 13th, 2020]
- Informed decisions through machine learning will keep it afloat & going - Sea News [Last Updated On: January 13th, 2020] [Originally Added On: January 13th, 2020]
- The Problem with Hiring Algorithms - Machine Learning Times - machine learning & data science news - The Predictive Analytics Times [Last Updated On: January 13th, 2020] [Originally Added On: January 13th, 2020]
- New Program Supports Machine Learning in the Chemical Sciences and Engineering - Newswise [Last Updated On: January 13th, 2020] [Originally Added On: January 13th, 2020]
- AI-System Flags the Under-Vaccinated in Israel - PrecisionVaccinations [Last Updated On: January 22nd, 2020] [Originally Added On: January 22nd, 2020]
- New Contest: Train All The Things - Hackaday [Last Updated On: January 22nd, 2020] [Originally Added On: January 22nd, 2020]
- AFTAs 2019: Best New Technology Introduced Over the Last 12 MonthsAI, Machine Learning and AnalyticsActiveViam - www.waterstechnology.com [Last Updated On: January 22nd, 2020] [Originally Added On: January 22nd, 2020]
- Educate Yourself on Machine Learning at this Las Vegas Event - Small Business Trends [Last Updated On: January 22nd, 2020] [Originally Added On: January 22nd, 2020]
- Seton Hall Announces New Courses in Text Mining and Machine Learning - Seton Hall University News & Events [Last Updated On: January 22nd, 2020] [Originally Added On: January 22nd, 2020]
- Looking at the most significant benefits of machine learning for software testing - The Burn-In [Last Updated On: January 22nd, 2020] [Originally Added On: January 22nd, 2020]
- Leveraging AI and Machine Learning to Advance Interoperability in Healthcare - - HIT Consultant [Last Updated On: January 22nd, 2020] [Originally Added On: January 22nd, 2020]
- Adventures With Artificial Intelligence and Machine Learning - Toolbox [Last Updated On: January 22nd, 2020] [Originally Added On: January 22nd, 2020]
- Five Reasons to Go to Machine Learning Week 2020 - Machine Learning Times - machine learning & data science news - The Predictive Analytics Times [Last Updated On: January 22nd, 2020] [Originally Added On: January 22nd, 2020]
- Uncover the Possibilities of AI and Machine Learning With This Bundle - Interesting Engineering [Last Updated On: January 22nd, 2020] [Originally Added On: January 22nd, 2020]
- Learning that Targets Millennial and Generation Z - HR Exchange Network [Last Updated On: January 23rd, 2020] [Originally Added On: January 23rd, 2020]
- Red Hat Survey Shows Hybrid Cloud, AI and Machine Learning are the Focus of Enterprises - Computer Business Review [Last Updated On: January 23rd, 2020] [Originally Added On: January 23rd, 2020]
- Vectorspace AI Datasets are Now Available to Power Machine Learning (ML) and Artificial Intelligence (AI) Systems in Collaboration with Elastic -... [Last Updated On: January 23rd, 2020] [Originally Added On: January 23rd, 2020]
- What is Machine Learning? | Types of Machine Learning ... [Last Updated On: January 23rd, 2020] [Originally Added On: January 23rd, 2020]
- How Machine Learning Will Lead to Better Maps - Popular Mechanics [Last Updated On: January 30th, 2020] [Originally Added On: January 30th, 2020]
- Jenkins Creator Launches Startup To Speed Software Testing with Machine Learning -- ADTmag - ADT Magazine [Last Updated On: January 30th, 2020] [Originally Added On: January 30th, 2020]
- An Open Source Alternative to AWS SageMaker - Datanami [Last Updated On: January 30th, 2020] [Originally Added On: January 30th, 2020]
- Machine Learning Could Aid Diagnosis of Barrett's Esophagus, Avoid Invasive Testing - Medical Bag [Last Updated On: January 30th, 2020] [Originally Added On: January 30th, 2020]
- OReilly and Formulatedby Unveil the Smart Cities & Mobility Ecosystems Conference - Yahoo Finance [Last Updated On: January 30th, 2020] [Originally Added On: January 30th, 2020]