JP6138768B2 - ネットワークに基づく生物学的活性評価のためのシステムおよび方法 - Google Patents

ネットワークに基づく生物学的活性評価のためのシステムおよび方法 Download PDF

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JP6138768B2
JP6138768B2 JP2014514108A JP2014514108A JP6138768B2 JP 6138768 B2 JP6138768 B2 JP 6138768B2 JP 2014514108 A JP2014514108 A JP 2014514108A JP 2014514108 A JP2014514108 A JP 2014514108A JP 6138768 B2 JP6138768 B2 JP 6138768B2
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ユリア ヘンク,
ユリア ヘンク,
フロリアン マルティン,
フロリアン マルティン,
マヌエル パイチ,
マヌエル パイチ,
アラン セーヴェル,
アラン セーヴェル,
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フィリップ モリス プロダクツ エス アー
フィリップ モリス プロダクツ エス アー
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    • GPHYSICS
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    • G16BBIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B40/00ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
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    • G16B40/00ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
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    • G16B5/00ICT specially adapted for modelling or simulations in systems biology, e.g. gene-regulatory networks, protein interaction networks or metabolic networks
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    • G16B5/00ICT specially adapted for modelling or simulations in systems biology, e.g. gene-regulatory networks, protein interaction networks or metabolic networks
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JP2014514108A 2011-06-10 2012-06-11 ネットワークに基づく生物学的活性評価のためのシステムおよび方法 Active JP6138768B2 (ja)

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US201161495824P 2011-06-10 2011-06-10
US61/495,824 2011-06-10
US201161525700P 2011-08-19 2011-08-19
US61/525,700 2011-08-19
EP11195417.8A EP2608122A1 (en) 2011-12-22 2011-12-22 Systems and methods for quantifying the impact of biological perturbations
EP11195417.8 2011-12-22
PCT/EP2012/061035 WO2012168483A1 (en) 2011-06-10 2012-06-11 Systems and methods for network-based biological activity assessment

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JP2014514106A Active JP6138767B2 (ja) 2011-06-10 2012-06-11 生物学的攪乱の影響を定量化するためのシステムおよび方法
JP2016240280A Active JP6336020B2 (ja) 2011-06-10 2016-12-12 生物学的攪乱の影響を定量化するためのシステムおよび方法
JP2016240283A Active JP6335260B2 (ja) 2011-06-10 2016-12-12 ネットワークに基づく生物学的活性評価のためのシステムおよび方法
JP2018061665A Withdrawn JP2018120617A (ja) 2011-06-10 2018-03-28 ネットワークに基づく生物学的活性評価のためのシステムおよび方法

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JP2016240283A Active JP6335260B2 (ja) 2011-06-10 2016-12-12 ネットワークに基づく生物学的活性評価のためのシステムおよび方法
JP2018061665A Withdrawn JP2018120617A (ja) 2011-06-10 2018-03-28 ネットワークに基づく生物学的活性評価のためのシステムおよび方法

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JP (5) JP6138768B2 (enExample)
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Families Citing this family (46)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP2608122A1 (en) 2011-12-22 2013-06-26 Philip Morris Products S.A. Systems and methods for quantifying the impact of biological perturbations
US8818920B2 (en) * 2012-03-09 2014-08-26 Bank Of America Corporation Incremental effect modeling by area index maximization
CN110096494B (zh) * 2012-10-22 2024-04-26 起元科技有限公司 使用源跟踪剖析数据
US8554712B1 (en) * 2012-12-17 2013-10-08 Arrapoi, Inc. Simplified method of predicting a time-dependent response of a component of a system to an input into the system
CA2896732A1 (en) * 2012-12-28 2014-07-03 Ty Matthew Thomson Quantitative assessment of biological impact using mechanistic network models
US9253044B1 (en) * 2013-01-04 2016-02-02 Selventa, Inc. Quantitative assessment of biological impact using overlap methods
JP6397894B2 (ja) * 2013-04-23 2018-09-26 フィリップ モリス プロダクツ エス アー 体系毒物学において機構的ネットワークモデルを用いるためのシステムおよび方法
EP3033721A1 (en) * 2013-08-12 2016-06-22 Philip Morris Products S.A. Systems and methods for crowd-verification of biological networks
CN105612524B (zh) * 2013-09-13 2019-04-02 菲利普莫里斯生产公司 评估生物外源性物质代谢扰动的系统和方法
US12020823B2 (en) * 2013-11-01 2024-06-25 H. Lee Moffitt Cancer Center And Research Institute, Inc. Integrated virtual patient framework
US9430739B2 (en) 2013-12-19 2016-08-30 Praedicat, Inc. Determining general causation from processing scientific articles
GB201405243D0 (en) 2014-03-24 2014-05-07 Synthace Ltd System and apparatus 1
SG11201610035RA (en) * 2014-06-30 2017-01-27 Evolving Machine Intelligence Pty Ltd A system and method for modelling system behaviour
US10309956B2 (en) 2014-07-10 2019-06-04 R.J. Reynolds Tobacco Company Process for assessing risk of substance administration
AR101678A1 (es) * 2014-09-11 2017-01-04 Sony Corp Dispositivo de procesamiento de información, método de procesamiento de información y medio de almacenamiento legible por computadora no transitorio de almacenamiento de programa
US20160092653A1 (en) * 2014-09-30 2016-03-31 Koninklijke Philips N.V. NUTRITIONAL INTAKE VIEWER (NutriWeb)
EP3226750A4 (en) * 2014-12-05 2018-07-04 Lifecycle Technologies Pty Ltd Method and system for improving a physiological response
US9762393B2 (en) * 2015-03-19 2017-09-12 Conduent Business Services, Llc One-to-many matching with application to efficient privacy-preserving re-identification
GB201511587D0 (en) * 2015-07-02 2015-08-19 Ge Healthcare Bio Sciences Ab A method and a system for determining a concentration range for a sample by means of a calibration curve
US10529253B2 (en) * 2016-08-30 2020-01-07 Bernard De Bono Method for organizing information and generating images of biological structures as well as related resources and the images and materials so generated
WO2018069891A2 (en) * 2016-10-13 2018-04-19 University Of Florida Research Foundation, Inc. Method and apparatus for improved determination of node influence in a network
US20190362216A1 (en) * 2017-01-27 2019-11-28 Ohuku Llc Method and System for Simulating, Predicting, Interpreting, Comparing, or Visualizing Complex Data
WO2018203349A1 (en) * 2017-05-01 2018-11-08 Parag Kulkarni A system and method for reverse hypothesis machine learning
US20200332364A1 (en) * 2017-05-12 2020-10-22 Laboratory Corporation Of America Holdings Compositions and methods for detection of diseases related to exposure to inhaled carcinogens
US10657179B2 (en) * 2017-09-01 2020-05-19 X Development Llc Bipartite graph structure
US11024403B2 (en) * 2018-01-22 2021-06-01 X Development Llc Method for analyzing and optimizing metabolic networks
US11068540B2 (en) 2018-01-25 2021-07-20 Ab Initio Technology Llc Techniques for integrating validation results in data profiling and related systems and methods
US11309058B2 (en) 2018-03-30 2022-04-19 X Development Llc Modeling the chemical composition of a biological cell wall
CN108614536B (zh) * 2018-06-11 2020-10-27 云南中烟工业有限责任公司 一种卷烟制丝工艺关键因素的复杂网络构建方法
US10961921B2 (en) 2018-09-19 2021-03-30 Pratt & Whitney Canada Corp. Model-based control system and method for a turboprop engine
US11521710B2 (en) * 2018-10-31 2022-12-06 Tempus Labs, Inc. User interface, system, and method for cohort analysis
CN109521172A (zh) * 2018-11-14 2019-03-26 苏州新派特信息科技有限公司 一种采用扁螺防控红丝虫的生物扰动效应的模拟方法
CN109712667A (zh) * 2018-12-28 2019-05-03 广东省心血管病研究所 模拟骨髓间充质干细胞移植体外模型构建中的控制方法
CN113632174B (zh) 2019-01-23 2025-03-25 密歇根大学董事会 用于nmda、甘氨酸和ampa受体的调节剂的药物基因组学决策支持
US10585990B1 (en) 2019-03-15 2020-03-10 Praedicat, Inc. Live updating visualization of causation scores based on scientific article metadata
EP3799057A1 (en) 2019-09-25 2021-03-31 Koninklijke Philips N.V. Prediction tool for patient immune response to a therapy
CN110729022B (zh) * 2019-10-24 2023-06-23 江西中烟工业有限责任公司 一种被动吸烟大鼠早期肝损伤模型建立方法及相关基因筛选方法
CN111223520B (zh) * 2019-11-20 2023-09-12 云南省烟草农业科学研究院 一种预测烟草尼古丁含量的全基因组选择模型及其应用
US10748091B1 (en) 2020-01-16 2020-08-18 Applied Underwriters, Inc. Forecasting digital reservoir controller
CN111755065B (zh) * 2020-06-15 2024-05-17 重庆邮电大学 一种基于虚拟网络映射和云并行计算的蛋白质构象预测加速方法
TWI746381B (zh) 2021-02-25 2021-11-11 長庚醫療財團法人高雄長庚紀念醫院 利用深度學習分析眼振感測資料的方法及眼振感測分析系統
US20250013803A1 (en) * 2021-10-05 2025-01-09 Vishal Gupta A system for entity based stagewise formal specification of processes and a method therefor
US20230260600A1 (en) * 2022-02-16 2023-08-17 Stokely-Van Camp, Inc. High Efficacy Functional Ingredient Blends
CN114821823B (zh) * 2022-04-12 2023-07-25 马上消费金融股份有限公司 图像处理、人脸防伪模型的训练及活体检测方法和装置
JP2023161401A (ja) * 2022-04-25 2023-11-07 国立研究開発法人農業・食品産業技術総合研究機構 形質予測方法、形質予測モデル生成方法、形質予測装置、形質予測モデル生成装置、及び形質予測システム
CN116453585B (zh) * 2023-02-23 2025-08-12 中南大学 mRNA和药物关联的预测方法、装置、终端设备及介质

Family Cites Families (20)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5640494A (en) * 1991-03-28 1997-06-17 The University Of Sydney Neural network with training by perturbation
US6132969A (en) * 1998-06-19 2000-10-17 Rosetta Inpharmatics, Inc. Methods for testing biological network models
IL134994A0 (en) * 2000-03-09 2001-05-20 Yeda Res & Dev Coupled two way clustering analysis of data
US7623969B2 (en) * 2002-01-31 2009-11-24 The Institute For Systems Biology Gene discovery for the system assignment of gene function
US20070016390A1 (en) * 2002-03-06 2007-01-18 Bernardo Diego D Systems and methods for reverse engineering models of biological networks
WO2005055113A2 (en) * 2003-11-26 2005-06-16 Genstruct, Inc. System, method and apparatus for causal implication analysis in biological networks
US7376520B2 (en) * 2005-03-16 2008-05-20 Lam Research Corporation System and method for gas flow verification
US20070225956A1 (en) * 2006-03-27 2007-09-27 Dexter Roydon Pratt Causal analysis in complex biological systems
US20080195322A1 (en) * 2007-02-12 2008-08-14 The Board Of Regents Of The University Of Texas System Quantification of the Effects of Perturbations on Biological Samples
US8518649B2 (en) * 2007-04-04 2013-08-27 {hacek over (S)}árka O. Southern Systems and methods for analyzing persistent homeostatic perturbations
US8068994B2 (en) * 2007-07-27 2011-11-29 Wayne State University Method for analyzing biological networks
US20090099784A1 (en) 2007-09-26 2009-04-16 Ladd William M Software assisted methods for probing the biochemical basis of biological states
US20110119259A1 (en) * 2008-04-24 2011-05-19 Trustees Of Boston University Network biology approach for identifying targets for combination therapies
US8577619B2 (en) * 2008-05-27 2013-11-05 Sloan Kettering Institute For Cancer Research Models for combinatorial perturbations of living biological systems
EP2342664A1 (en) * 2008-09-03 2011-07-13 Max-Planck-Gesellschaft zur Förderung der Wissenschaften e.V. Computer implemented model of biological networks
US20100299289A1 (en) * 2009-05-20 2010-11-25 The George Washington University System and method for obtaining information about biological networks using a logic based approach
EP2514361A1 (en) * 2011-04-22 2012-10-24 Université Catholique De Louvain In vivo quantification of a variation of oxygenation in a tissue by using a magnetic resonance imaging technique
EP2608122A1 (en) 2011-12-22 2013-06-26 Philip Morris Products S.A. Systems and methods for quantifying the impact of biological perturbations
US20140214336A1 (en) 2011-09-09 2014-07-31 Philip Morris Products S.A. Systems and methods for network-based biological activity assessment
JP6397894B2 (ja) 2013-04-23 2018-09-26 フィリップ モリス プロダクツ エス アー 体系毒物学において機構的ネットワークモデルを用いるためのシステムおよび方法

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EP2718880A1 (en) 2014-04-16
CN106940758B (zh) 2019-10-11
EP2608122A1 (en) 2013-06-26
JP6335260B2 (ja) 2018-05-30
CN103827896A (zh) 2014-05-28
CN106934253B (zh) 2020-07-17
JP2014522531A (ja) 2014-09-04
WO2012168483A1 (en) 2012-12-13
CN103765448A (zh) 2014-04-30
WO2012168481A1 (en) 2012-12-13
JP2014522530A (ja) 2014-09-04
US20140114987A1 (en) 2014-04-24
CN106940758A (zh) 2017-07-11
US10916350B2 (en) 2021-02-09
JP6138767B2 (ja) 2017-05-31
US20170235914A1 (en) 2017-08-17
CN103765448B (zh) 2017-05-17
CN106934253A (zh) 2017-07-07
CN103827896B (zh) 2017-04-26
JP2017073161A (ja) 2017-04-13
EP2718879A1 (en) 2014-04-16
JP2017073160A (ja) 2017-04-13
JP2018120617A (ja) 2018-08-02
US20140172398A1 (en) 2014-06-19
US9558318B2 (en) 2017-01-31
JP6336020B2 (ja) 2018-06-06

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