JP2020072741A5 - - Google Patents

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Publication number
JP2020072741A5
JP2020072741A5 JP2020017791A JP2020017791A JP2020072741A5 JP 2020072741 A5 JP2020072741 A5 JP 2020072741A5 JP 2020017791 A JP2020017791 A JP 2020017791A JP 2020017791 A JP2020017791 A JP 2020017791A JP 2020072741 A5 JP2020072741 A5 JP 2020072741A5
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JP
Japan
Prior art keywords
individual
data set
score
gene signature
smoker status
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JP2020017791A
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JP2020072741A (ja
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Publication of JP2020072741A publication Critical patent/JP2020072741A/ja
Publication of JP2020072741A5 publication Critical patent/JP2020072741A5/ja
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Claims (7)

  1. 個人の喫煙者ステータスを特定するためのコンピュータ化した方法であって、前記方法は、
    前記個人の遺伝子シグネチャに対する定量的な発現データを含むデータセットを受け取ることであって、前記遺伝子シグネチャがLRRN3、CDKN1C、PALLD、SASH1、RGL1、およびTNFRSF17を含む、受け取ることと、
    分類子を使用して、前記遺伝子シグネチャに対する前記定量的な発現データに基づくスコアを決定することであって、前記分類子が訓練データセットに基づき訓練され、各訓練データセットが前記遺伝子シグネチャに対するそれぞれの定量的発現データ、およびそれぞれの被験者のそれぞれの喫煙者ステータスを含む、決定することと、
    前記スコアに基づき前記個人の前記喫煙者ステータスを特定すること
    とを含む、方法。
  2. 前記データセットに基づく前記個人の前記スコアを前記個人についての以前のデータセットの以前のスコアと比較して、喫煙製品の代替品の前記個人に対する効果を決定することをさらに含む、請求項1に記載の方法。
  3. 前記喫煙製品の前記代替品が加熱式たばこ製品である、請求項2に記載の方法。
  4. 前記加熱式タバコ製品の効果が、前記個人による前記加熱式たばこ製品の使用開始後0〜5日の間の前記データセットにおけるLRRN3発現の減少であるかどうかを決定することをさらに含む、請求項3に記載の方法。
  5. 前記喫煙製品の前記代替品の前記個人に対する前記効果に基づき、前記個人の前記喫煙者ステータスを更新することをさらに含む、請求項2〜4のいずれかに記載の方法。
  6. 前記遺伝子シグネチャが、IGJ、RRM2、SERPING1、FUCA1、およびID3のうちの少なくとも1つを更に含む、請求項1〜5のいずれかに記載の方法。
  7. コンピュータ可読指示を含むコンピュータプログラムであって、実行時に請求項1〜6のいずれかに記載の方法の1つ以上の工程をプロセッサに実行させる、コンピュータプログラム。
JP2020017791A 2013-12-16 2020-02-05 個人の喫煙ステータスを予測するためのシステムおよび方法 Withdrawn JP2020072741A (ja)

Applications Claiming Priority (2)

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US201361916443P 2013-12-16 2013-12-16
US61/916,443 2013-12-16

Related Parent Applications (1)

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JP2016532548A Division JP6703479B2 (ja) 2013-12-16 2014-12-11 個人の喫煙ステータスを予測するためのシステムおよび方法

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JP2020072741A JP2020072741A (ja) 2020-05-14
JP2020072741A5 true JP2020072741A5 (ja) 2020-07-02

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JP2016532548A Active JP6703479B2 (ja) 2013-12-16 2014-12-11 個人の喫煙ステータスを予測するためのシステムおよび方法
JP2020017791A Withdrawn JP2020072741A (ja) 2013-12-16 2020-02-05 個人の喫煙ステータスを予測するためのシステムおよび方法

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US (1) US11127486B2 (ja)
EP (1) EP3084664B8 (ja)
JP (2) JP6703479B2 (ja)
CN (2) CN106415563B (ja)
CA (1) CA2932649C (ja)
HK (1) HK1232312A1 (ja)
PL (1) PL3084664T3 (ja)
WO (1) WO2015091225A1 (ja)

Families Citing this family (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107786492A (zh) * 2016-08-24 2018-03-09 北京计算机技术及应用研究所 基于集成分类器的网络安全态势评估方法
JP7022119B2 (ja) * 2016-09-14 2022-02-17 フィリップ・モーリス・プロダクツ・ソシエテ・アノニム 個人の生物学的ステータスを予測するためのシステム、方法および遺伝子シグネチャ
JPWO2022118421A1 (ja) * 2020-12-03 2022-06-09
CN113187268B (zh) * 2021-04-21 2022-09-16 成都博腾迈中央空调有限公司 组合式吸烟室及吸烟人员的健康管理方法

Family Cites Families (21)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
BR0010937A (pt) 1999-05-25 2002-02-26 Aventis Pharma Inc Análise matemática para a estimativa de mudanças no nìvel da expressão do gene
KR20040064275A (ko) 2001-11-09 2004-07-16 소스 프리시전 메디슨, 인코포레이티드 유전자 발현 프로파일을 이용한 질병의 동정, 모니터링,치료 및 생물학적 상태의 확인
DE102004003612B4 (de) * 2004-01-25 2015-01-08 grapho metronic Meß- und Regeltechnik GmbH Verfahren und Auswertung eines Bildes von einem vorbestimmten Ausschnitt eines Druckerzeugnisses
CA2586374A1 (en) * 2004-11-05 2007-01-25 The Government Of The United States Of America, As Represented By The Se Cretary Of The Navy Diagnosis and prognosis of infectious diseases clinical phenotypes and other physiologic states using host gene expression biomarkers in blood
WO2006135886A2 (en) * 2005-06-13 2006-12-21 The Regents Of The University Of Michigan Compositions and methods for treating and diagnosing cancer
WO2007041238A2 (en) * 2005-09-29 2007-04-12 Stratagene California Methods of identification and use of gene signatures
US20070255113A1 (en) 2006-05-01 2007-11-01 Grimes F R Methods and apparatus for identifying disease status using biomarkers
US8124332B2 (en) * 2006-09-14 2012-02-28 Institut Pasteur Methods of using sIP-10, CD26 inhibitors and CXCR3 levels in a sample to assess clearance of infection, response to interferon therapy, and treating chronic infections
US20100119474A1 (en) 2007-03-06 2010-05-13 Cornell University Chronic obstructive pulmonary disease susceptibility and related compositions and methods
EP2171084B1 (en) * 2007-06-01 2012-02-01 Agendia B.V. Prognostic gene expression signature for non small cell lung cancer patients
CN101603084A (zh) * 2009-07-08 2009-12-16 上海新春苗生物科技发展有限公司 吸烟引发肺癌风险基因测评及套组方法
EP2521730A4 (en) * 2010-01-04 2013-06-12 Lineagen Inc GEN BIOMARKER FOR THE LUNG FUNCTION
US20110256545A1 (en) * 2010-04-14 2011-10-20 Nancy Lan Guo mRNA expression-based prognostic gene signature for non-small cell lung cancer
SG10201508656VA (en) * 2010-07-09 2015-11-27 Somalogic Inc Lung cancer biomarkers and uses thereof
WO2012125712A2 (en) * 2011-03-14 2012-09-20 Respira Health, Llc Lung tumor classifier for current and former smokers
CA2846837A1 (en) * 2011-08-29 2013-03-07 Cardiodx, Inc. Methods and compositions for determining smoking status
CA2853945C (en) * 2011-10-31 2020-09-22 The Johns Hopkins University Methods and compositions for treatment of autism
CA2806382C (en) * 2012-02-20 2021-11-23 Laboratory Corporation Of America Holdings Diagnostic methods and markers for bacterial vaginosis
CN102757956B (zh) * 2012-07-18 2015-04-01 云南省烟草农业科学研究院 烟草基因组分子标记探针与序列集合群及获得方法与应用
US20140060552A1 (en) * 2012-08-28 2014-03-06 Ploom, Inc. Methods and devices for delivery and monitoring of tobacco, nicotine, or other substances
WO2014134354A1 (en) * 2013-03-01 2014-09-04 North Carolina State University Transcription factors that regulate nicotine biosynthesis in tobacco

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