首页> 外文期刊>Nature >Phylogenetic ctDNA analysis depicts early-stage lung cancer evolution
【24h】

Phylogenetic ctDNA analysis depicts early-stage lung cancer evolution

机译:系统发育ctDNA分析显示了早期肺癌的演变

获取原文
获取原文并翻译 | 示例
获取外文期刊封面目录资料

摘要

The early detection of relapse following primary surgery for non-small-cell lung cancer and the characterization of emerging subclones, which seed metastatic sites, might offer new therapeutic approaches for limiting tumour recurrence. The ability to track the evolutionary dynamics of early-stage lung cancer non-invasively in circulating tumour DNA (ctDNA) has not yet been demonstrated. Here we use a tumour-specific phylogenetic approach to profile the ctDNA of the first 100 TRACERx (Tracking Non-Small-Cell Lung Cancer Evolution Through Therapy (Rx)) study participants, including one patient who was also recruited to the PEACE (Posthumous Evaluation of Advanced Cancer Environment) post-mortem study. We identify independent predictors of ctDNA release and analyse the tumour-volume detection limit. Through blinded profiling of postoperative plasma, we observe evidence of adjuvant chemotherapy resistance and identify patients who are very likely to experience recurrence of their lung cancer. Finally, we show that phylogenetic ctDNA profiling tracks the subclonal nature of lung cancer relapse and metastasis, providing a new approach for ctDNA-driven therapeutic studies.
机译:非小细胞肺癌的初次手术后及早发现复发,并鉴定新兴的亚克隆(其为转移部位)的特性,可能为限制肿瘤复发提供新的治疗方法。尚未证明在循环肿瘤DNA(ctDNA)中无创地追踪早期肺癌的进化动力学的能力。在这里,我们使用肿瘤特异性的系统发育方法对前100位TRACERx(通过治疗追踪非小细胞肺癌演变(Rx))研究参与者的ctDNA进行了分析,其中包括一名也被招募至PEACE(死后评估)的患者癌症研究)的事后研究。我们确定了ctDNA释放的独立预测因子,并分析了肿瘤体积检测极限。通过对术后血浆进行盲分析,我们观察到辅助化疗耐药的证据,并确定了极有可能复发肺癌的患者。最后,我们显示系统发育的ctDNA图谱追踪了肺癌复发和转移的亚克隆性质,为ctDNA驱动的治疗研究提供了一种新方法。

著录项

  • 来源
    《Nature》 |2017年第7655期|446-451|共6页
  • 作者

    Abbosh Christopher; Birkbak Nicolai J.; Wilson Gareth A.; Jamal-Hanjani Mariam; Constantin Tudor; Salari Raheleh; Le Quesne John; Moore David A.; Veeriah Selvaraju; Rosenthal Rachel; Marafioti Teresa; Kirkizlar Eser; Watkins Thomas B. K.; McGranahan Nicholas; Ward Sophia; Martinson Luke; Riley Joan; Fraioli Francesco; Al Bakir Maise; Gronroos Eva; Zambrana Francisco; Endozo Raymondo; Bi Wenya Linda; Fennessy Fiona M.; Sponer Nicole; Johnson Diana; Laycock Joanne; Shafi Seema; Czyzewska-Khan Justyna; Rowan Andrew; Chambers Tim; Matthews Nik; Turajlic Samra; Hiley Crispin; Lee Siow Ming; Forster Martin D.; Ahmad Tanya; Falzon Mary; Borg Elaine; Lawrence David; Hayward Martin; Kolvekar Shyam; Panagiotopoulos Nikolaos; Janes Sam M.; Thakrar Ricky; Ahmed Asia; Blackhall Fiona; Summers Yvonne; Hafez Dina; Naik Ashwini; Ganguly Apratim; Kareht Stephanie; Shah Rajesh; Joseph Leena; Quinn Anne Marie; Crosbie Phil A.; Naidu Babu; Middleton Gary; Langman Gerald; Trotter Simon; Nicolson Marianne; Remmen Hardy; Kerr Keith; Chetty Mahendran; Gomersall Lesley; Fennell Dean A.; Nakas Apostolos; Rathinam Sridhar; Anand Girija; Khan Sajid; Russell Peter; Ezhil Veni; Ismail Babikir; Irvin-Sellers Melanie; Prakash Vineet; Lester Jason F.; Kornaszewska Malgorzata; Attanoos Richard; Adams Haydn; Davies Helen; Oukrif Dahmane; Akarca Ayse U.; Hartley John A.; Lowe Helen L.; Lock Sara; Iles Natasha; Bell Harriet; Ngai Yenting; Elgar Greg; Szallasi Zoltan; Schwarz Roland F.; Herrero Javier; Stewart Aengus; Quezada Sergio A.; Peggs Karl S.; Van Loo Peter; Dive Caroline; Lin C. Jimmy; Rabinowitz Matthew; Aerts Hugo J. W. L.; Hackshaw Allan; Shaw Jacqui A.; Zimmermann Bernhard G.; Swanton Charles; Jamal-Hanjani Mariam; Abbosh Christopher; Veeriah Selvaraju; Shafi Seema; Czyzewska-Khan Justyna; Johnson Diana; Laycock Joanne; Bosshard-Carter Leticia; Goh Gerald; Rosenthal Rachel; Gorman Pat; Murugaesu Nirupa; Hynds Robert E.; Wilson Gareth A.; Birkbak Nicolai J.; Watkins Thomas B. K.; McGranahan Nicholas; Horswell Stuart; Al Bakir Maise; Gronroos Eva; Mitter Richard; Escudero Mickael; Stewart Aengus; Van Loo Peter; Rowan Andrew; Xu Hang; Turajlic Samra; Hiley Crispin; Goldman Jacki; Stone Richard Kevin; Denner Tamara; Matthews Nik; Elgar Greg; Ward Sophia; Biggs Jennifer; Costa Marta; Begum Sharmin; Phillimore Ben; Chambers Tim; Nye Emma; Graca Sofia; Joshi Kroopa; Furness Andrew; Ben Aissa Assma; Wong Yien Ning Sophia; Georgiou Andy; Quezada Sergio A.; Peggs Karl S.; Hartley John A.; Lowe Helen L.; Herrero Javier; Lawrence David; Hayward Martin; Panagiotopoulos Nikolaos; Kolvekar Shyam; Falzon Mary; Borg Elaine; Marafioti Teresa; Simeon Celia; Hector Gemma; Smith Amy; Aranda Marie; Novelli Marco; Oukrif Dahmane; Akarca Ayse U.; Janes Sam M.; Thakrar Ricky; Forster Martin D.; Ahmad Tanya; Lee Siow Ming; Papadatos-Pastos Dionysis; Carnell Dawn; Mendes Ruheena; George Jeremy; Navani Neal; Ahmed Asia; Taylor Magali; Choudhary Junaid; Summers Yvonne; Califano Raffaele; Taylor Paul; Shah Rajesh; Krysiak Piotr; Rammohan Kendadai; Fontaine Eustace; Booton Richard; Evison Matthew; Crosbie Phil A.; Moss Stuart; Idries Faiza; Joseph Leena; Bishop Paul; Chaturvedi Anshuman; Quinn Anne Marie; Doran Helen; Leek Angela; Harrison Phil; Moore Katrina; Waddington Rachael; Novasio Juliette; Blackhall Fiona; Rogan Jane; Smith Elaine; Dive Caroline; Tugwood Jonathan; Brady Ged; Rothwell Dominic G.; Chemi Francesca; Pierce Jackie; Gulati Sakshi; Naidu Babu; Langman Gerald; Trotter Simon; Bellamy Mary; Bancroft Hollie; Kerr Amy; Kadiri Salma; Webb Joanne; Middleton Gary; Djearaman Madava; Fennell Dean A.; Shaw Jacqui A.; Le Quesne John; Moore David A.; Thomas Anne; Walter Harriet; Riley Joan; Martinson Luke; Nakas Apostolos; Rathinam Sridhar; Monteiro William; Marshall Hilary; Nelson Louise; Bennett Jonathan; Primrose Lindsay; Anand Girija; Khan Sajid; Amadi Anita; Nicolson Marianne; Kerr Keith; Palmer Shirley; Remmen Hardy; Miller Joy; Buchan Keith; Chetty Mahendran; Gomersall Lesley; Lester Jason F.; Edwards Alison; Morgan Fiona; Adams Haydn; Davies Helen; Kornaszewska Malgorzata; Attanoos Richard; Lock Sara; Verjee Azmina; MacKenzie Mairead; Wilcox Maggie; Bell Harriet; Iles Natasha; Hackshaw Allan; Ngai Yenting; Smith Sean; Gower Nicole; Ottensmeier Christian; Chee Serena; Johnson Benjamin; Alzetani Aiman; Shaw Emily; Lim Eric; De Sousa Paulo; Barbosa Monica Tavares; Bowman Alex; Jordan Simon; Rice Alexandra; Raubenheimer Hilgardt; Proli Chiara; Cufari Maria Elena; Ronquillo John Carlo; Kwayie Angela; Bhayani Harshil; Hamilton Morag; Bakar Yusura; Mensah Natalie; Ambrose Lyn; Devaraj Anand; Buderi Silviu; Finch Jonathan; Azcarate Leire; Chavan Hema; Green Sophie; Mashinga Hillaria; Nicholson Andrew G.; Lau Kelvin; Sheaff Michael; Schmid Peter; Conibear John; Ezhil Veni; Ismail Babikir; Irvin-Sellers Melanie; Prakash Vineet; Russell Peter; Light Teresa; Horey Tracey; Danson Sarah; Bury Jonathan; Edwards John; Hill Jennifer; Matthews Sue; Kitsanta Yota; Suvarna Kim; Fisher Patricia; Keerio Allah Dino; Shackcloth Michael; Gosney John; Postmus Pieter; Feeney Sarah; Asante-Siaw Julius; Constantin Tudor; Salari Raheleh; Sponer Nicole; Naik Ashwini; Zimmermann Bernhard G.; Rabinowitz Matthew; Aerts Hugo J. W. L.; Dentro Stefan; Dessimoz Christophe;

  • 作者单位

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England|Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England|Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    Natera Inc, 201 Ind Rd, San Carlos, CA 94070 USA;

    Natera Inc, 201 Ind Rd, San Carlos, CA 94070 USA;

    Univ Leicester, Canc Studies, Leicester LE2 7LX, Leics, England;

    Univ Leicester, Canc Studies, Leicester LE2 7LX, Leics, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England|Univ Coll London Hosp, Dept Pathol, 21 Univ St, London WC1 6JJ, England;

    Natera Inc, 201 Ind Rd, San Carlos, CA 94070 USA;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England|Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England|Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England|Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England|Francis Crick Inst, Adv Sequencing Facil, 1 Midland Rd, London NW1 1AT, England;

    Univ Leicester, Canc Studies, Leicester LE2 7LX, Leics, England;

    Univ Leicester, Canc Studies, Leicester LE2 7LX, Leics, England;

    Univ Coll London Hosp, Dept Nucl Med, 235 Euston Rd, London NW1 2BU, England;

    Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England;

    Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    Univ Coll London Hosp, Dept Nucl Med, 235 Euston Rd, London NW1 2BU, England;

    Brigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USA|Harvard Med Sch, Boston, MA 02115 USA;

    Brigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USA|Harvard Med Sch, Boston, MA 02115 USA;

    Natera Inc, 201 Ind Rd, San Carlos, CA 94070 USA;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England;

    Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England|Francis Crick Inst, Adv Sequencing Facil, 1 Midland Rd, London NW1 1AT, England;

    Francis Crick Inst, Adv Sequencing Facil, 1 Midland Rd, London NW1 1AT, England|Inst Canc Res, Tumour Profiling Unit, Genom Facil, 237 Fulham Rd, London SW3 6JB, England;

    Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England|Royal Marsden Hosp, Renal Unit, London SW3, England|Royal Marsden Hosp, Skin Unit, London SW3, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England|Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England|Univ Coll London Hosp, Dept Oncol, 250 Euston Rd, London NW1 2BU, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England|Univ Coll London Hosp, Dept Oncol, 250 Euston Rd, London NW1 2BU, England;

    Univ Coll London Hosp, Dept Oncol, 250 Euston Rd, London NW1 2BU, England;

    Univ Coll London Hosp, Dept Pathol, 21 Univ St, London WC1 6JJ, England;

    Univ Coll London Hosp, Dept Pathol, 21 Univ St, London WC1 6JJ, England;

    Univ Coll London Hosp, Dept Cardiothorac Surg, 235 Euston Rd, London NW1 2BU, England;

    Univ Coll London Hosp, Dept Cardiothorac Surg, 235 Euston Rd, London NW1 2BU, England;

    Univ Coll London Hosp, Dept Cardiothorac Surg, 235 Euston Rd, London NW1 2BU, England;

    Univ Coll London Hosp, Dept Cardiothorac Surg, 235 Euston Rd, London NW1 2BU, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England|Univ Coll London Hosp, Dept Resp Med, 235 Euston Rd, London NW1 2BU, England|UCL, Div Med, Lungs Living Res Ctr, UCL Resp, Rayne Bldg,5 Univ St, London WC1E 6JF, England;

    Univ Coll London Hosp, Dept Resp Med, 235 Euston Rd, London NW1 2BU, England;

    Univ Coll London Hosp, Dept Radiol, 235 Euston Rd, London NW1 2BU, England;

    Univ Manchester, Inst Canc Studies, Oxford Rd, Manchester M13 9PL, Lancs, England|Christie Hosp, Manchester M20 4BX, Lancs, England;

    Christie Hosp, Manchester M20 4BX, Lancs, England;

    Natera Inc, 201 Ind Rd, San Carlos, CA 94070 USA;

    Natera Inc, 201 Ind Rd, San Carlos, CA 94070 USA;

    Natera Inc, 201 Ind Rd, San Carlos, CA 94070 USA;

    Natera Inc, 201 Ind Rd, San Carlos, CA 94070 USA;

    Univ Hosp South Manchester, Dept Cardiothorac Surg, Manchester M23 9LT, Lancs, England;

    Univ Hosp South Manchester, Dept Pathol, Manchester M23 9LT, Lancs, England;

    Univ Hosp South Manchester, Dept Pathol, Manchester M23 9LT, Lancs, England;

    Univ Hosp South Manchester, North West Lung Ctr, Manchester M23 9LT, Lancs, England;

    Birmingham Heartlands Hosp, Dept Thorac Surg, Birmingham B9 5SS, W Midlands, England|Univ Birmingham, Inst Inflammat & Ageing, Birmingham B15 2TT, W Midlands, England|Univ Coll London Hosp NHS Fdn Trust, London, England;

    Univ Birmingham, Inst Immunol & Immunotherapy, Birmingham B15 2TT, W Midlands, England;

    Birmingham Heartlands Hosp, Dept Cellular Pathol, Birmingham B9 5SS, W Midlands, England;

    Birmingham Heartlands Hosp, Dept Cellular Pathol, Birmingham B9 5SS, W Midlands, England;

    Univ Aberdeen, Dept Med Oncol, Med Sch, Aberdeen AB25 2ZN, Scotland|Aberdeen Royal Infirm, Aberdeen AB25 2ZN, Scotland;

    Univ Aberdeen, Dept Cardiothorac Surg, Med Sch, Aberdeen AB25 2ZD, Scotland|Aberdeen Royal Infirm, Aberdeen AB25 2ZD, Scotland;

    Aberdeen Royal Infirm, Aberdeen AB25 2ZD, Scotland|Univ Aberdeen, Dept Pathol, Med Sch, Aberdeen AB25 2ZD, Scotland;

    Aberdeen Royal Infirm, Aberdeen AB25 2ZN, Scotland|Univ Aberdeen, Dept Resp Med, Med Sch, Aberdeen AB25 2ZN, Scotland;

    Aberdeen Royal Infirm, Aberdeen AB25 2ZN, Scotland|Univ Aberdeen, Dept Radiol, Med Sch, Aberdeen AB25 2ZN, Scotland;

    Univ Leicester, Canc Studies, Leicester LE2 7LX, Leics, England;

    Glenfield Hosp, Dept Thorac Surg, Leicester LE3 9QP, Leics, England;

    Glenfield Hosp, Dept Thorac Surg, Leicester LE3 9QP, Leics, England;

    North Middlesex Univ Hosp, Dept Radiotherapy, London N18, England;

    Royal Free Hosp, Dept Resp Med, Pond St, London NW3 2QG, England|Barnet Hosp, Dept Resp Med, Wellhouse Lane, Barnet EN5 3DJ, England|Chase Farm Hosp, Dept Resp Med, Wellhouse Lane, Barnet EN5 3DJ, England;

    Princess Alexandra Hosp, Dept Resp Med, Hamstel Rd, Harlow CM20 1QX, Essex, England;

    Royal Surrey Cty Hosp, St Lukes Canc Ctr, Dept Clin Oncol, Guildford GU2 7XX, Surrey, England;

    Ashford & St Peters Hosp, Dept Pathol, Guildford Rd, Chertsey KT16 0PZ, Surrey, England;

    Ashford & St Peters Hosp, Dept Resp Med, Guildford Rd, Chertsey KT16 0PZ, Surrey, England;

    Ashford & St Peters Hosp, Dept Radiol, Guildford Rd, Chertsey KT16 0PZ, Surrey, England;

    Velindre Hosp, Dept Clin Oncol, Cardiff CF14 2TL, S Glam, Wales;

    Univ Hosp Wales, Dept Cardiothorac Surg, Cardiff CF14 4XW, S Glam, Wales;

    Univ Hosp Wales, Dept Cellular Pathol, Heath Pk, Cardiff, S Glam, Wales|Cardiff Univ, Heath Pk, Cardiff, S Glam, Wales;

    Univ Hosp Llandough, Dept Radiol, Cardiff CF64 2XX, S Glam, Wales;

    Univ Hosp Llandough, Dept Resp Med, Cardiff CF64 2XX, S Glam, Wales;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    UCL, Expt Canc Med Ctr, GCLP Facil, Canc Inst, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    UCL, Expt Canc Med Ctr, GCLP Facil, Canc Inst, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    Whittington Hosp NHS Trust, Dept Resp Med, London N19 5NF, England;

    UCL, Canc Res UK & UCL Canc Trials Ctr, London W1T 4TJ, England;

    UCL, Canc Res UK & UCL Canc Trials Ctr, London W1T 4TJ, England;

    UCL, Canc Res UK & UCL Canc Trials Ctr, London W1T 4TJ, England;

    Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England|Francis Crick Inst, Adv Sequencing Facil, 1 Midland Rd, London NW1 1AT, England;

    Tech Univ Denmark, Dept Syst Biol, Ctr Biol Sequence Anal, DK-2800 Lyngby, Denmark|Harvard Med Sch, Boston Childrens Hosp, Computat Hlth Informat Program CHIP, Boston, MA USA|Semmelweis Univ, Dept Pathol 2, Brain Metastasis Res Grp, MTA SE NAP, H-1091 Budapest, Hungary;

    Max Delbrueck Ctr Mol Med, Berlin Inst Med Syst Biol, Berlin, Germany;

    UCL, Bill Lyons Informat Ctr, Canc Inst, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    Francis Crick Inst, Dept Bioinformat & Biostat, 1 Midland Rd, London NW1 1AT, England;

    UCL, Canc Immunol Unit, Canc Inst, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    UCL, Canc Immunol Unit, Canc Inst, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England|UCL, Canc Inst, Res Dept Haematol, London WC1E 6DD, England;

    Francis Crick Inst, Canc Genom Lab, 1 Midland Rd, London NW1 1AT, England|Univ Leuven, Dept Human Genet, B-3000 Leuven, Belgium;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England|Univ Manchester, Canc Res UK Manchester Inst, Wilmslow Rd, Manchester M20 4BX, Lancs, England;

    Natera Inc, 201 Ind Rd, San Carlos, CA 94070 USA;

    Natera Inc, 201 Ind Rd, San Carlos, CA 94070 USA;

    Brigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USA|Harvard Med Sch, Boston, MA 02115 USA|Dana Farber Canc Inst, 450 Brookline Ave, Boston, MA 02215 USA;

    UCL, Canc Res UK & UCL Canc Trials Ctr, London W1T 4TJ, England;

    Univ Leicester, Canc Studies, Leicester LE2 7LX, Leics, England;

    Natera Inc, 201 Ind Rd, San Carlos, CA 94070 USA;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England|Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England|UCL, Div Med, Lungs Living Res Ctr, UCL Resp, Rayne Bldg,5 Univ St, London WC1E 6JF, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England|Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England|Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England|Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England|Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England;

    Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England;

    Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England;

    Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England;

    Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England;

    Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England;

    Francis Crick Inst, Dept Bioinformat & Biostat, 1 Midland Rd, London NW1 1AT, England;

    Francis Crick Inst, Canc Genom Lab, 1 Midland Rd, London NW1 1AT, England|Univ Leuven, Dept Human Genet, B-3000 Leuven, Belgium;

    Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England;

    Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England;

    Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England|Royal Marsden Hosp, Renal Unit, London SW3, England|Royal Marsden Hosp, Skin Unit, London SW3, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England|Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England;

    Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England;

    Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England;

    Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England;

    Francis Crick Inst, Adv Sequencing Facil, 1 Midland Rd, London NW1 1AT, England|Inst Canc Res, Tumour Profiling Unit, Genom Facil, 237 Fulham Rd, London SW3 6JB, England;

    Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England|Francis Crick Inst, Adv Sequencing Facil, 1 Midland Rd, London NW1 1AT, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England|Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England|Francis Crick Inst, Adv Sequencing Facil, 1 Midland Rd, London NW1 1AT, England;

    Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England|Francis Crick Inst, Adv Sequencing Facil, 1 Midland Rd, London NW1 1AT, England;

    Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England;

    Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England;

    Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England;

    Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England|Francis Crick Inst, Adv Sequencing Facil, 1 Midland Rd, London NW1 1AT, England;

    Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England;

    Francis Crick Inst, Translat Canc Therapeut Lab, 1 Midland Rd, London NW1 1AT, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    UCL, Canc Immunol Unit, Canc Inst, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    UCL, Canc Immunol Unit, Canc Inst, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England|UCL, Canc Inst, Res Dept Haematol, London WC1E 6DD, England;

    UCL, Expt Canc Med Ctr, GCLP Facil, Canc Inst, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    UCL, Expt Canc Med Ctr, GCLP Facil, Canc Inst, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    UCL, Bill Lyons Informat Ctr, Canc Inst, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    Univ Coll London Hosp, Dept Cardiothorac Surg, 235 Euston Rd, London NW1 2BU, England;

    Univ Coll London Hosp, Dept Cardiothorac Surg, 235 Euston Rd, London NW1 2BU, England;

    Univ Coll London Hosp, Dept Cardiothorac Surg, 235 Euston Rd, London NW1 2BU, England;

    Univ Coll London Hosp, Dept Cardiothorac Surg, 235 Euston Rd, London NW1 2BU, England;

    Univ Coll London Hosp, Dept Pathol, 21 Univ St, London WC1 6JJ, England;

    Univ Coll London Hosp, Dept Pathol, 21 Univ St, London WC1 6JJ, England;

    Univ Coll London Hosp, Dept Pathol, 21 Univ St, London WC1 6JJ, England;

    Univ Birmingham, Inst Inflammat & Ageing, Birmingham B15 2TT, W Midlands, England|Univ Coll London Hosp NHS Fdn Trust, London, England;

    Univ Birmingham, Inst Inflammat & Ageing, Birmingham B15 2TT, W Midlands, England|Univ Coll London Hosp NHS Fdn Trust, London, England;

    Univ Birmingham, Inst Inflammat & Ageing, Birmingham B15 2TT, W Midlands, England|Univ Coll London Hosp NHS Fdn Trust, London, England;

    Univ Birmingham, Inst Inflammat & Ageing, Birmingham B15 2TT, W Midlands, England|Univ Coll London Hosp NHS Fdn Trust, London, England;

    Univ Coll London Hosp, Dept Pathol, 21 Univ St, London WC1 6JJ, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England|Univ Coll London Hosp, Dept Resp Med, 235 Euston Rd, London NW1 2BU, England|UCL, Div Med, Lungs Living Res Ctr, UCL Resp, Rayne Bldg,5 Univ St, London WC1E 6JF, England;

    Univ Coll London Hosp, Dept Resp Med, 235 Euston Rd, London NW1 2BU, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England|Univ Coll London Hosp, Dept Oncol, 250 Euston Rd, London NW1 2BU, England;

    Univ Coll London Hosp, Dept Oncol, 250 Euston Rd, London NW1 2BU, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England|Univ Coll London Hosp, Dept Oncol, 250 Euston Rd, London NW1 2BU, England;

    Univ Coll London Hosp, Dept Oncol, 250 Euston Rd, London NW1 2BU, England;

    Univ Birmingham, Inst Inflammat & Ageing, Birmingham B15 2TT, W Midlands, England|Univ Coll London Hosp NHS Fdn Trust, London, England;

    Univ Birmingham, Inst Inflammat & Ageing, Birmingham B15 2TT, W Midlands, England|Univ Coll London Hosp NHS Fdn Trust, London, England;

    Univ Birmingham, Inst Inflammat & Ageing, Birmingham B15 2TT, W Midlands, England|Univ Coll London Hosp NHS Fdn Trust, London, England;

    Univ Birmingham, Inst Inflammat & Ageing, Birmingham B15 2TT, W Midlands, England|Univ Coll London Hosp NHS Fdn Trust, London, England;

    Univ Coll London Hosp, Dept Radiol, 235 Euston Rd, London NW1 2BU, England;

    Univ Birmingham, Inst Inflammat & Ageing, Birmingham B15 2TT, W Midlands, England|Univ Coll London Hosp NHS Fdn Trust, London, England;

    Univ Birmingham, Inst Inflammat & Ageing, Birmingham B15 2TT, W Midlands, England|Univ Coll London Hosp NHS Fdn Trust, London, England;

    Christie Hosp, Manchester M20 4BX, Lancs, England;

    Univ Hosp South Manchester, Manchester M23 9LT, Lancs, England;

    Univ Hosp South Manchester, Manchester M23 9LT, Lancs, England;

    Univ Hosp South Manchester, Dept Cardiothorac Surg, Manchester M23 9LT, Lancs, England;

    Univ Hosp South Manchester, Manchester M23 9LT, Lancs, England;

    Univ Hosp South Manchester, Manchester M23 9LT, Lancs, England;

    Univ Hosp South Manchester, Manchester M23 9LT, Lancs, England;

    Univ Hosp South Manchester, Manchester M23 9LT, Lancs, England;

    Univ Hosp South Manchester, Manchester M23 9LT, Lancs, England;

    Univ Hosp South Manchester, North West Lung Ctr, Manchester M23 9LT, Lancs, England;

    Univ Hosp South Manchester, Manchester M23 9LT, Lancs, England;

    Univ Hosp South Manchester, Manchester M23 9LT, Lancs, England;

    Univ Hosp South Manchester, Dept Pathol, Manchester M23 9LT, Lancs, England;

    Univ Hosp South Manchester, Manchester M23 9LT, Lancs, England;

    Univ Hosp South Manchester, Manchester M23 9LT, Lancs, England;

    Univ Hosp South Manchester, Dept Pathol, Manchester M23 9LT, Lancs, England;

    Univ Hosp South Manchester, Manchester M23 9LT, Lancs, England;

    Univ Manchester, Manchester Canc Res Ctr Biobank, Wilmslow Rd, Manchester M20 4BX, Lancs, England;

    Univ Manchester, Manchester Canc Res Ctr Biobank, Wilmslow Rd, Manchester M20 4BX, Lancs, England;

    Univ Manchester, Manchester Canc Res Ctr Biobank, Wilmslow Rd, Manchester M20 4BX, Lancs, England;

    Univ Manchester, Manchester Canc Res Ctr Biobank, Wilmslow Rd, Manchester M20 4BX, Lancs, England;

    Univ Manchester, Manchester Canc Res Ctr Biobank, Wilmslow Rd, Manchester M20 4BX, Lancs, England;

    Univ Manchester, Inst Canc Studies, Oxford Rd, Manchester M13 9PL, Lancs, England|Christie Hosp, Manchester M20 4BX, Lancs, England;

    Univ Manchester, Manchester Canc Res Ctr Biobank, Wilmslow Rd, Manchester M20 4BX, Lancs, England;

    Univ Hosp South Manchester, Manchester M23 9LT, Lancs, England;

    UCL, Canc Inst, Canc Res UK Lung Canc Ctr Excellence London & Man, Paul OGorman Bldg,72 Huntley St, London WC1E 6DD, England|Univ Manchester, Canc Res UK Manchester Inst, Wilmslow Rd, Manchester M20 4BX, Lancs, England;

    Univ Manchester, Canc Res UK Manchester Inst, Wilmslow Rd, Manchester M20 4BX, Lancs, England;

    Univ Manchester, Canc Res UK Manchester Inst, Wilmslow Rd, Manchester M20 4BX, Lancs, England;

    Univ Manchester, Canc Res UK Manchester Inst, Wilmslow Rd, Manchester M20 4BX, Lancs, England;

    Univ Manchester, Canc Res UK Manchester Inst, Wilmslow Rd, Manchester M20 4BX, Lancs, England;

    Univ Manchester, Canc Res UK Manchester Inst, Wilmslow Rd, Manchester M20 4BX, Lancs, England;

    Univ Manchester, Canc Res UK Manchester Inst, Wilmslow Rd, Manchester M20 4BX, Lancs, England;

    Birmingham Heartlands Hosp, Dept Thorac Surg, Birmingham B9 5SS, W Midlands, England;

    Birmingham Heartlands Hosp, Dept Cellular Pathol, Birmingham B9 5SS, W Midlands, England;

    Birmingham Heartlands Hosp, Dept Cellular Pathol, Birmingham B9 5SS, W Midlands, England;

    Heart England NHS Fdn Trust, Birmingham, W Midlands, England;

    Heart England NHS Fdn Trust, Birmingham, W Midlands, England;

    Heart England NHS Fdn Trust, Birmingham, W Midlands, England;

    Heart England NHS Fdn Trust, Birmingham, W Midlands, England;

    Heart England NHS Fdn Trust, Birmingham, W Midlands, England;

    Univ Birmingham, Inst Immunol & Immunotherapy, Birmingham B15 2TT, W Midlands, England;

    Heart England NHS Fdn Trust, Birmingham, W Midlands, England;

    Univ Leicester, Canc Studies, Leicester LE2 7LX, Leics, England;

    Univ Leicester, Canc Studies, Leicester LE2 7LX, Leics, England;

    Univ Leicester, Canc Studies, Leicester LE2 7LX, Leics, England;

    Univ Leicester, Canc Studies, Leicester LE2 7LX, Leics, England;

    Univ Leicester, Canc Studies, Leicester LE2 7LX, Leics, England;

    Univ Leicester, Canc Studies, Leicester LE2 7LX, Leics, England;

    Univ Leicester, Canc Studies, Leicester LE2 7LX, Leics, England;

    Univ Leicester, Canc Studies, Leicester LE2 7LX, Leics, England;

    Glenfield Hosp, Dept Thorac Surg, Leicester LE3 9QP, Leics, England;

    Glenfield Hosp, Dept Thorac Surg, Leicester LE3 9QP, Leics, England;

    Glenfield Hosp, NIHR Leicester Resp Biomed Res Unit, Groby Rd, Leicester LE3 9QP, Leics, England;

    Glenfield Hosp, NIHR Leicester Resp Biomed Res Unit, Groby Rd, Leicester LE3 9QP, Leics, England;

    Univ Hosp Leicester NHS Trust, Leicester, Leics, England;

    Univ Hosp Leicester NHS Trust, Leicester, Leics, England;

    Univ Hosp Leicester NHS Trust, Leicester, Leics, England;

    North Middlesex Univ Hosp, Dept Radiotherapy, London N18, England;

    Royal Free Hosp, Dept Resp Med, Pond St, London NW3 2QG, England|Barnet Hosp, Dept Resp Med, Wellhouse Lane, Barnet EN5 3DJ, England|Chase Farm Hosp, Dept Resp Med, Wellhouse Lane, Barnet EN5 3DJ, England;

    Barnet Hosp, Wellhouse Lane, Barnet EN5 3DJ, England|Chase Farm Hosp, Wellhouse Lane, Barnet EN5 3DJ, England;

    Univ Aberdeen, Dept Med Oncol, Med Sch, Aberdeen AB25 2ZN, Scotland|Aberdeen Royal Infirm, Aberdeen AB25 2ZN, Scotland;

    Aberdeen Royal Infirm, Aberdeen AB25 2ZD, Scotland|Univ Aberdeen, Dept Pathol, Med Sch, Aberdeen AB25 2ZD, Scotland;

    Aberdeen Royal Infirm, Aberdeen AB25 2ZN, Scotland;

    Univ Aberdeen, Dept Cardiothorac Surg, Med Sch, Aberdeen AB25 2ZD, Scotland|Aberdeen Royal Infirm, Aberdeen AB25 2ZD, Scotland;

    Aberdeen Royal Infirm, Aberdeen AB25 2ZN, Scotland;

    Aberdeen Royal Infirm, Aberdeen AB25 2ZN, Scotland;

    Aberdeen Royal Infirm, Aberdeen AB25 2ZN, Scotland|Univ Aberdeen, Dept Resp Med, Med Sch, Aberdeen AB25 2ZN, Scotland;

    Aberdeen Royal Infirm, Aberdeen AB25 2ZN, Scotland|Univ Aberdeen, Dept Radiol, Med Sch, Aberdeen AB25 2ZN, Scotland;

    Velindre Hosp, Dept Clin Oncol, Cardiff CF14 2TL, S Glam, Wales;

    Velindre Canc Ctr, Clin Trials Unit, Cardiff CF14 2TL, S Glam, Wales;

    Cardiff & Vale Univ Hlth Board, Cardiff, S Glam, Wales;

    Univ Hosp Llandough, Dept Radiol, Cardiff CF64 2XX, S Glam, Wales;

    Cardiff & Vale Univ Hlth Board, Cardiff, S Glam, Wales;

    Univ Hosp Wales, Dept Cardiothorac Surg, Cardiff CF14 4XW, S Glam, Wales;

    Univ Hosp Wales, Dept Cellular Pathol, Heath Pk, Cardiff, S Glam, Wales|Cardiff Univ, Heath Pk, Cardiff, S Glam, Wales;

    Whittington Hosp NHS Trust, Dept Resp Med, London N19 5NF, England;

    Whittington Hosp NHS Trust, Dept Resp Med, London N19 5NF, England;

    Independent Canc Patients Voice, 17 Woodbridge St, London EC1R 0LL, England;

    Independent Canc Patients Voice, 17 Woodbridge St, London EC1R 0LL, England;

    UCL, Canc Res UK & UCL Canc Trials Ctr, London W1T 4TJ, England;

    UCL, Canc Res UK & UCL Canc Trials Ctr, London W1T 4TJ, England;

    UCL, Canc Res UK & UCL Canc Trials Ctr, London W1T 4TJ, England;

    UCL, Canc Res UK & UCL Canc Trials Ctr, London W1T 4TJ, England;

    UCL, Canc Res UK & UCL Canc Trials Ctr, London W1T 4TJ, England;

    UCL, Canc Res UK & UCL Canc Trials Ctr, London W1T 4TJ, England;

    Univ Southampton, Southampton, Hants, England|Southampton Univ Hosp, Southampton, Hants, England;

    Univ Southampton, Southampton, Hants, England|Southampton Univ Hosp, Southampton, Hants, England;

    Univ Southampton, Southampton, Hants, England|Southampton Univ Hosp, Southampton, Hants, England;

    Univ Southampton, Southampton, Hants, England|Southampton Univ Hosp, Southampton, Hants, England;

    Univ Southampton, Southampton, Hants, England|Southampton Univ Hosp, Southampton, Hants, England;

    Royal Brompton & Harefield NHS Fdn Trust, London, England;

    Royal Brompton & Harefield NHS Fdn Trust, London, England;

    Royal Brompton & Harefield NHS Fdn Trust, London, England;

    Royal Brompton & Harefield NHS Fdn Trust, London, England;

    Royal Brompton & Harefield NHS Fdn Trust, London, England;

    Royal Brompton & Harefield NHS Fdn Trust, London, England;

    Royal Brompton & Harefield NHS Fdn Trust, London, England;

    Royal Brompton & Harefield NHS Fdn Trust, London, England;

    Royal Brompton & Harefield NHS Fdn Trust, London, England;

    Royal Brompton & Harefield NHS Fdn Trust, London, England;

    Royal Brompton & Harefield NHS Fdn Trust, London, England;

    Royal Brompton & Harefield NHS Fdn Trust, London, England;

    Royal Brompton & Harefield NHS Fdn Trust, London, England;

    Royal Brompton & Harefield NHS Fdn Trust, London, England;

    Royal Brompton & Harefield NHS Fdn Trust, London, England;

    Royal Brompton & Harefield NHS Fdn Trust, London, England;

    Royal Brompton & Harefield NHS Fdn Trust, London, England;

    Royal Brompton & Harefield NHS Fdn Trust, London, England;

    Royal Brompton & Harefield NHS Fdn Trust, London, England;

    Royal Brompton & Harefield NHS Fdn Trust, London, England;

    Royal Brompton & Harefield NHS Fdn Trust, London, England;

    Royal Brompton & Harefield NHS Fdn Trust, London, England;

    Royal Brompton & Harefield NHS Fdn Trust, London, England;

    Royal Brompton & Harefield NHS Fdn Trust, London, England|Imperial Coll, Natl Heart & Lung Inst, Sydney St, London, England;

    Barts Hlth NHS Trust, London, England;

    Barts Hlth NHS Trust, London, England;

    Barts Hlth NHS Trust, London, England;

    Barts Hlth NHS Trust, London, England;

    Royal Surrey Cty Hosp, St Lukes Canc Ctr, Dept Clin Oncol, Guildford GU2 7XX, Surrey, England;

    Ashford & St Peters Hosp, Dept Pathol, Guildford Rd, Chertsey KT16 0PZ, Surrey, England;

    Ashford & St Peters Hosp, Dept Resp Med, Guildford Rd, Chertsey KT16 0PZ, Surrey, England;

    Ashford & St Peters Hosp, Dept Radiol, Guildford Rd, Chertsey KT16 0PZ, Surrey, England;

    Princess Alexandra Hosp, Dept Resp Med, Hamstel Rd, Harlow CM20 1QX, Essex, England;

    Princess Alexandra Hosp NHS Trust, Harlow, Essex, England;

    Princess Alexandra Hosp NHS Trust, Harlow, Essex, England;

    Sheffield Teaching Hosp NHS Fdn Trust, Sheffield, S Yorkshire, England;

    Sheffield Teaching Hosp NHS Fdn Trust, Sheffield, S Yorkshire, England;

    Sheffield Teaching Hosp NHS Fdn Trust, Sheffield, S Yorkshire, England;

    Sheffield Teaching Hosp NHS Fdn Trust, Sheffield, S Yorkshire, England;

    Sheffield Teaching Hosp NHS Fdn Trust, Sheffield, S Yorkshire, England;

    Sheffield Teaching Hosp NHS Fdn Trust, Sheffield, S Yorkshire, England;

    Sheffield Teaching Hosp NHS Fdn Trust, Sheffield, S Yorkshire, England;

    Sheffield Teaching Hosp NHS Fdn Trust, Sheffield, S Yorkshire, England;

    Sheffield Teaching Hosp NHS Fdn Trust, Sheffield, S Yorkshire, England;

    Liverpool Heart & Chest Hosp NHS Fdn Trust, Liverpool, Merseyside, England;

    Liverpool Heart & Chest Hosp NHS Fdn Trust, Liverpool, Merseyside, England;

    Liverpool Heart & Chest Hosp NHS Fdn Trust, Liverpool, Merseyside, England;

    Liverpool Heart & Chest Hosp NHS Fdn Trust, Liverpool, Merseyside, England;

    Liverpool Heart & Chest Hosp NHS Fdn Trust, Liverpool, Merseyside, England;

    Natera Inc, 201 Ind Rd, San Carlos, CA 94070 USA;

    Natera Inc, 201 Ind Rd, San Carlos, CA 94070 USA;

    Natera Inc, 201 Ind Rd, San Carlos, CA 94070 USA;

    Natera Inc, 201 Ind Rd, San Carlos, CA 94070 USA;

    Natera Inc, 201 Ind Rd, San Carlos, CA 94070 USA;

    Natera Inc, 201 Ind Rd, San Carlos, CA 94070 USA;

    Brigham & Womens Hosp, 75 Francis St, Boston, MA 02115 USA|Harvard Med Sch, Boston, MA 02115 USA|Dana Farber Canc Inst, 450 Brookline Ave, Boston, MA 02215 USA;

    Wellcome Trust Sanger Inst, Hinxton CB10 1SA, Cambs, England;

    UCL, Dept Comp Sci, Bioinformat Grp, London, England|Univ Lausanne, CH-1015 Lausanne, Switzerland|SIB Swiss Inst Bioinformat, CH-1015 Lausanne, Switzerland;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);美国《生物学医学文摘》(MEDLINE);美国《化学文摘》(CA);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号