Extracellular RNA in a single droplet of human serum reflects physiologic and disease states.


Journal

Proceedings of the National Academy of Sciences of the United States of America
ISSN: 1091-6490
Titre abrégé: Proc Natl Acad Sci U S A
Pays: United States
ID NLM: 7505876

Informations de publication

Date de publication:
17 09 2019
Historique:
pubmed: 5 9 2019
medline: 11 4 2020
entrez: 5 9 2019
Statut: ppublish

Résumé

Extracellular RNAs (exRNAs) are present in human serum. It remains unclear to what extent these circulating exRNAs may reflect human physiologic and disease states. Here, we developed SILVER-seq (Small Input Liquid Volume Extracellular RNA Sequencing) to efficiently sequence both integral and fragmented exRNAs from a small droplet (5 μL to 7 μL) of liquid biopsy. We calibrated SILVER-seq in reference to other RNA sequencing methods based on milliliters of input serum and quantified droplet-to-droplet and donor-to-donor variations. We carried out SILVER-seq on more than 150 serum droplets from male and female donors ranging from 18 y to 48 y of age. SILVER-seq detected exRNAs from more than a quarter of the human genes, including small RNAs and fragments of mRNAs and long noncoding RNAs (lncRNAs). The detected exRNAs included those derived from genes with tissue (e.g., brain)-specific expression. The exRNA expression levels separated the male and female samples and were correlated with chronological age. Noncancer and breast cancer donors exhibited pronounced differences, whereas donors with or without cancer recurrence exhibited moderate differences in exRNA expression patterns. Even without using differentially expressed exRNAs as features, nearly all cancer and noncancer samples and a large portion of the recurrence and nonrecurrence samples could be correctly classified by exRNA expression values. These data suggest the potential of using exRNAs in a single droplet of serum for liquid biopsy-based diagnostics.

Identifiants

pubmed: 31481608
pii: 1908252116
doi: 10.1073/pnas.1908252116
pmc: PMC6754586
doi:

Substances chimiques

Biomarkers, Tumor 0
Cell-Free Nucleic Acids 0
MicroRNAs 0
RNA, Messenger 0

Types de publication

Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

19200-19208

Subventions

Organisme : NHLBI NIH HHS
ID : R01 HL108735
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL106579
Pays : United States
Organisme : NHLBI NIH HHS
ID : R01 HL145170
Pays : United States
Organisme : NICHD NIH HHS
ID : K23 HD058799
Pays : United States
Organisme : NHLBI NIH HHS
ID : R00 HL122368
Pays : United States

Commentaires et corrections

Type : CommentIn
Type : CommentIn
Type : CommentIn
Type : CommentIn

Informations de copyright

Copyright © 2019 the Author(s). Published by PNAS.

Déclaration de conflit d'intérêts

Conflict of interest statement: A provisional patent is filed. S.Z. is a cofounder of Genemo, Inc.

Références

Cell. 2000 Jan 7;100(1):57-70
pubmed: 10647931
PLoS Comput Biol. 2006 Jun 30;2(6):e76
pubmed: 16846249
Pharmacol Biochem Behav. 2007 Feb;86(2):189-99
pubmed: 17222895
J Neurosci. 2008 Jan 2;28(1):264-78
pubmed: 18171944
BMC Bioinformatics. 2008 Jun 09;9:271
pubmed: 18541026
Nat Protoc. 2009;4(1):44-57
pubmed: 19131956
Nat Methods. 2009 May;6(5):377-82
pubmed: 19349980
Neuropsychol Rev. 2010 Dec;20(4):398-413
pubmed: 20953990
J Am Acad Child Adolesc Psychiatry. 2010 Dec;49(12):1189-201; quiz 1285
pubmed: 21093769
Cell Signal. 2012 Feb;24(2):353-62
pubmed: 21893191
Nat Biotechnol. 2012 Aug;30(8):777-82
pubmed: 22820318
Neuropsychiatr Dis Treat. 2013;9:449-61
pubmed: 23579318
Mol Endocrinol. 2013 Oct;27(10):1762-75
pubmed: 23979844
Genome Res. 2014 Mar;24(3):496-510
pubmed: 24299736
J Gerontol A Biol Sci Med Sci. 2014 Jul;69(7):779-89
pubmed: 24325898
Clin Chem. 2015 Jan;61(1):32-7
pubmed: 25274552
Mol Biol Rep. 2015 May;42(5):977-88
pubmed: 25407308
Mol Biol Cell. 2015 Feb 15;26(4):797-804
pubmed: 25518937
Nat Commun. 2016 Apr 26;7:11106
pubmed: 27112789
Oncogenesis. 2017 Apr 3;6(4):e310
pubmed: 28368389
Proc Natl Acad Sci U S A. 2017 Sep 12;114(37):E7786-E7795
pubmed: 28830992
Nucleic Acids Res. 2018 Jan 4;46(D1):D754-D761
pubmed: 29155950
Nat Cell Biol. 2018 Mar;20(3):332-343
pubmed: 29459780
BMC Genomics. 2018 May 5;19(1):331
pubmed: 29728066
Proc Natl Acad Sci U S A. 2018 Jun 5;115(23):E5334-E5343
pubmed: 29777089
Proc Natl Acad Sci U S A. 2018 Jul 10;115(28):E6437-E6446
pubmed: 29946020
Nat Biotechnol. 2018 Sep;36(8):746-757
pubmed: 30010675
Nat Rev Genet. 2019 Feb;20(2):71-88
pubmed: 30410101
Nat Commun. 2019 Jan 9;10(1):95
pubmed: 30626865
Clin Genet. 2019 Jun;95(6):643-660
pubmed: 30671931
Cell. 2019 Apr 4;177(2):446-462.e16
pubmed: 30951671
Cell. 2019 Apr 4;177(2):463-477.e15
pubmed: 30951672

Auteurs

Zixu Zhou (Z)

Department of Bioengineering, University of California San Diego, La Jolla, CA 92093.
Genemo Inc., San Diego, CA 92121.

Qiuyang Wu (Q)

Genemo Inc., San Diego, CA 92121.

Zhangming Yan (Z)

Department of Bioengineering, University of California San Diego, La Jolla, CA 92093.
Institute of Engineering in Medicine, University of California San Diego, La Jolla, CA 92093.

Haizi Zheng (H)

Genemo Inc., San Diego, CA 92121.

Chien-Ju Chen (CJ)

Department of Bioengineering, University of California San Diego, La Jolla, CA 92093.

Yuan Liu (Y)

Genemo Inc., San Diego, CA 92121.

Zhijie Qi (Z)

Department of Bioengineering, University of California San Diego, La Jolla, CA 92093.

Riccardo Calandrelli (R)

Department of Bioengineering, University of California San Diego, La Jolla, CA 92093.

Zhen Chen (Z)

Department of Diabetes Complications and Metabolism, Beckman Research Institute, Duarte, CA 91010.

Shu Chien (S)

Department of Bioengineering, University of California San Diego, La Jolla, CA 92093; shuchien@ucsd.edu hisu@ucsd.edu szhong@ucsd.edu.
Institute of Engineering in Medicine, University of California San Diego, La Jolla, CA 92093.

H Irene Su (HI)

Moores Cancer Center, University of California San Diego, La Jolla, CA 92093; shuchien@ucsd.edu hisu@ucsd.edu szhong@ucsd.edu.
Department of Obstetrics, Gynecology and Reproductive Sciences, University of California San Diego, La Jolla, CA 92093.

Sheng Zhong (S)

Department of Bioengineering, University of California San Diego, La Jolla, CA 92093; shuchien@ucsd.edu hisu@ucsd.edu szhong@ucsd.edu.
Genemo Inc., San Diego, CA 92121.
Institute of Engineering in Medicine, University of California San Diego, La Jolla, CA 92093.

Articles similaires

Genome, Chloroplast Phylogeny Genetic Markers Base Composition High-Throughput Nucleotide Sequencing

[Redispensing of expensive oral anticancer medicines: a practical application].

Lisanne N van Merendonk, Kübra Akgöl, Bastiaan Nuijen
1.00
Humans Antineoplastic Agents Administration, Oral Drug Costs Counterfeit Drugs

Smoking Cessation and Incident Cardiovascular Disease.

Jun Hwan Cho, Seung Yong Shin, Hoseob Kim et al.
1.00
Humans Male Smoking Cessation Cardiovascular Diseases Female
Humans United States Aged Cross-Sectional Studies Medicare Part C

Classifications MeSH