IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v13y2022i1d10.1038_s41467-022-29487-y.html
   My bibliography  Save this article

Ensemble of nucleic acid absolute quantitation modules for copy number variation detection and RNA profiling

Author

Listed:
  • Lucia Ruojia Wu

    (Rice University
    Capital Medical University)

  • Peng Dai

    (Rice University
    NuProbe USA)

  • Michael Xiangjiang Wang

    (Rice University)

  • Sherry Xi Chen

    (Rice University
    NuProbe USA)

  • Evan N. Cohen

    (The University of Texas MD Anderson Cancer Center)

  • Gitanjali Jayachandran

    (The University of Texas MD Anderson Cancer Center)

  • Jinny Xuemeng Zhang

    (NuProbe USA)

  • Angela V. Serrano

    (NuProbe USA)

  • Nina Guanyi Xie

    (Rice University)

  • Naoto T. Ueno

    (The University of Texas MD Anderson Cancer Center)

  • James M. Reuben

    (The University of Texas MD Anderson Cancer Center)

  • Carlos H. Barcenas

    (The University of Texas MD Anderson Cancer Center)

  • David Yu Zhang

    (NuProbe USA)

Abstract

Current gold standard for absolute quantitation of a specific DNA sequence is droplet digital PCR (ddPCR), which has been applied to copy number variation (CNV) detection. However, the number of quantitation modules in ddPCR is limited by fluorescence channels, which thus limits the CNV sensitivity due to sampling error following Poisson distribution. Here we develop a PCR-based molecular barcoding NGS approach, quantitative amplicon sequencing (QASeq), for accurate absolute quantitation scalable to over 200 quantitation modules. By attaching barcodes to individual target molecules with high efficiency, 2-plex QASeq exhibits higher and more consistent conversion yield than ddPCR in absolute molecule count quantitation. Multiplexed QASeq improves CNV sensitivity allowing confident distinguishment of 2.05 ploidy from normal 2.00 ploidy. We apply multiplexed QASeq to serial longitudinal plasma cfDNA samples from patients with metastatic ERBB2+ (HER2+ ) breast cancer seeking association with tumor progression. We further show an RNA QASeq panel for targeted expression profiling.

Suggested Citation

  • Lucia Ruojia Wu & Peng Dai & Michael Xiangjiang Wang & Sherry Xi Chen & Evan N. Cohen & Gitanjali Jayachandran & Jinny Xuemeng Zhang & Angela V. Serrano & Nina Guanyi Xie & Naoto T. Ueno & James M. Re, 2022. "Ensemble of nucleic acid absolute quantitation modules for copy number variation detection and RNA profiling," Nature Communications, Nature, vol. 13(1), pages 1-9, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-29487-y
    DOI: 10.1038/s41467-022-29487-y
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-022-29487-y
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-022-29487-y?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Donald F. Conrad & Dalila Pinto & Richard Redon & Lars Feuk & Omer Gokcumen & Yujun Zhang & Jan Aerts & T. Daniel Andrews & Chris Barnes & Peter Campbell & Tomas Fitzgerald & Min Hu & Chun Hwa Ihm & K, 2010. "Origins and functional impact of copy number variation in the human genome," Nature, Nature, vol. 464(7289), pages 704-712, April.
    2. Li Chen & Liu Yang & Ling Yao & Xia-Ying Kuang & Wen-Jia Zuo & Shan Li & Feng Qiao & Yi-Rong Liu & Zhi-Gang Cao & Shu-Ling Zhou & Xiao-Yan Zhou & Wen-Tao Yang & Jin-Xiu Shi & Wei Huang & Xin Hu & Zhi-, 2018. "Characterization of PIK3CA and PIK3R1 somatic mutations in Chinese breast cancer patients," Nature Communications, Nature, vol. 9(1), pages 1-17, December.
    3. Rameen Beroukhim & Ming Lin & Yuhyun Park & Ke Hao & Xiaojun Zhao & Levi A Garraway & Edward A Fox & Ephraim P Hochberg & Ingo K Mellinghoff & Matthias D Hofer & Aurelien Descazeaud & Mark A Rubin & M, 2006. "Inferring Loss-of-Heterozygosity from Unpaired Tumors Using High-Density Oligonucleotide SNP Arrays," PLOS Computational Biology, Public Library of Science, vol. 2(5), pages 1-10, May.
    4. Peng Dai & Lucia Ruojia Wu & Sherry Xi Chen & Michael Xiangjiang Wang & Lauren Yuxuan Cheng & Jinny Xuemeng Zhang & Pengying Hao & Weijie Yao & Jabra Zarka & Ghayas C. Issa & Lawrence Kwong & David Yu, 2021. "Calibration-free NGS quantitation of mutations below 0.01% VAF," Nature Communications, Nature, vol. 12(1), pages 1-9, December.
    5. Joshua Moss & Judith Magenheim & Daniel Neiman & Hai Zemmour & Netanel Loyfer & Amit Korach & Yaacov Samet & Myriam Maoz & Henrik Druid & Peter Arner & Keng-Yeh Fu & Endre Kiss & Kirsty L. Spalding & , 2018. "Comprehensive human cell-type methylation atlas reveals origins of circulating cell-free DNA in health and disease," Nature Communications, Nature, vol. 9(1), pages 1-12, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Michael X. Wang & Esther G. Lou & Nicolae Sapoval & Eddie Kim & Prashant Kalvapalle & Bryce Kille & R. A. Leo Elworth & Yunxi Liu & Yilei Fu & Lauren B. Stadler & Todd J. Treangen, 2024. "Olivar: towards automated variant aware primer design for multiplex tiled amplicon sequencing of pathogens," Nature Communications, Nature, vol. 15(1), pages 1-12, December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Xiang Ge Luo & Jack Kuipers & Niko Beerenwinkel, 2023. "Joint inference of exclusivity patterns and recurrent trajectories from tumor mutation trees," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    2. Jakub Kopal & Kuldeep Kumar & Kimia Shafighi & Karin Saltoun & Claudia Modenato & Clara A. Moreau & Guillaume Huguet & Martineau Jean-Louis & Charles-Olivier Martin & Zohra Saci & Nadine Younis & Elis, 2024. "Using rare genetic mutations to revisit structural brain asymmetry," Nature Communications, Nature, vol. 15(1), pages 1-19, December.
    3. Xiao Zhou & Zhen Cheng & Mingyu Dong & Qi Liu & Weiyang Yang & Min Liu & Junzhang Tian & Weibin Cheng, 2022. "Tumor fractions deciphered from circulating cell-free DNA methylation for cancer early diagnosis," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
    4. Ryan N. Ptashkin & Mark D. Ewalt & Gowtham Jayakumaran & Iwona Kiecka & Anita S. Bowman & JinJuan Yao & Jacklyn Casanova & Yun-Te David Lin & Kseniya Petrova-Drus & Abhinita S. Mohanty & Ruben Bacares, 2023. "Enhanced clinical assessment of hematologic malignancies through routine paired tumor and normal sequencing," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    5. Grayson A. Herrgott & James M. Snyder & Ruicong She & Tathiane M. Malta & Thais S. Sabedot & Ian Y. Lee & Jacob Pawloski & Guilherme G. Podolsky-Gondim & Karam P. Asmaro & Jiaqi Zhang & Cara E. Cannel, 2023. "Detection of diagnostic and prognostic methylation-based signatures in liquid biopsy specimens from patients with meningiomas," Nature Communications, Nature, vol. 14(1), pages 1-19, December.
    6. Zhuoran Xu & Quan Li & Luigi Marchionni & Kai Wang, 2023. "PhenoSV: interpretable phenotype-aware model for the prioritization of genes affected by structural variants," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    7. S. John Liu & Tim Casey-Clyde & Nam Woo Cho & Jason Swinderman & Melike Pekmezci & Mark C. Dougherty & Kyla Foster & William C. Chen & Javier E. Villanueva-Meyer & Danielle L. Swaney & Harish N. Vasud, 2024. "Epigenetic reprogramming shapes the cellular landscape of schwannoma," Nature Communications, Nature, vol. 15(1), pages 1-19, December.
    8. Kobe Ridder & Huiwen Che & Kaat Leroy & Bernard Thienpont, 2024. "Benchmarking of methods for DNA methylome deconvolution," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
    9. Peng Dai & Lucia Ruojia Wu & Sherry Xi Chen & Michael Xiangjiang Wang & Lauren Yuxuan Cheng & Jinny Xuemeng Zhang & Pengying Hao & Weijie Yao & Jabra Zarka & Ghayas C. Issa & Lawrence Kwong & David Yu, 2021. "Calibration-free NGS quantitation of mutations below 0.01% VAF," Nature Communications, Nature, vol. 12(1), pages 1-9, December.
    10. Kate E. Stanley & Tatjana Jatsenko & Stefania Tuveri & Dhanya Sudhakaran & Lore Lannoo & Kristel Calsteren & Marie Borre & Ilse Parijs & Leen Coillie & Kris Bogaert & Rodrigo Almeida Toledo & Liesbeth, 2024. "Cell type signatures in cell-free DNA fragmentation profiles reveal disease biology," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    11. Michaël Noë & Dimitrios Mathios & Akshaya V. Annapragada & Shashikant Koul & Zacharia H. Foda & Jamie E. Medina & Stephen Cristiano & Christopher Cherry & Daniel C. Bruhm & Noushin Niknafs & Vilmos Ad, 2024. "DNA methylation and gene expression as determinants of genome-wide cell-free DNA fragmentation," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    12. Yaping Liu & Sarah C. Reed & Christopher Lo & Atish D. Choudhury & Heather A. Parsons & Daniel G. Stover & Gavin Ha & Gregory Gydush & Justin Rhoades & Denisse Rotem & Samuel Freeman & David W. Katz &, 2024. "FinaleMe: Predicting DNA methylation by the fragmentation patterns of plasma cell-free DNA," Nature Communications, Nature, vol. 15(1), pages 1-9, December.
    13. Alicia-Marie Conway & Simon P. Pearce & Alexandra Clipson & Steven M. Hill & Francesca Chemi & Dan Slane-Tan & Saba Ferdous & A. S. Md Mukarram Hossain & Katarzyna Kamieniecka & Daniel J. White & Clai, 2024. "A cfDNA methylation-based tissue-of-origin classifier for cancers of unknown primary," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
    14. Jingfen Lan & Ziheng Liao & A. K. Alvi Haque & Qiang Yu & Kun Xie & Yang Guo, 2024. "CNVbd: A Method for Copy Number Variation Detection and Boundary Search," Mathematics, MDPI, vol. 12(3), pages 1-15, January.
    15. Lin Chang-Yun & Lo Yungtai & Ye Kenny Q., 2012. "Genotype Copy Number Variations using Gaussian Mixture Models: Theory and Algorithms," Statistical Applications in Genetics and Molecular Biology, De Gruyter, vol. 11(5), pages 1-26, October.
    16. Joshua Moss & Roni Ben-Ami & Ela Shai & Ofer Gal-Rosenberg & Yosef Kalish & Agnes Klochendler & Gordon Cann & Benjamin Glaser & Ariela Arad & Ruth Shemer & Yuval Dor, 2023. "Megakaryocyte- and erythroblast-specific cell-free DNA patterns in plasma and platelets reflect thrombopoiesis and erythropoiesis levels," Nature Communications, Nature, vol. 14(1), pages 1-10, December.
    17. Tianyu Zhu & Huige Tong & Zhaozhen Du & Stephan Beck & Andrew E. Teschendorff, 2024. "An improved epigenetic counter to track mitotic age in normal and precancerous tissues," Nature Communications, Nature, vol. 15(1), pages 1-19, December.
    18. Hao Chen & Haipeng Xing & Nancy R Zhang, 2011. "Estimation of Parent Specific DNA Copy Number in Tumors using High-Density Genotyping Arrays," PLOS Computational Biology, Public Library of Science, vol. 7(1), pages 1-15, January.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-29487-y. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.