Literature DB >> 32451504

Cancer diagnosis with DNA molecular computation.

Chao Zhang1, Yumeng Zhao1, Xuemei Xu1, Rui Xu1, Haowen Li1, Xiaoyan Teng2, Yuzhen Du2, Yanyan Miao1, Hsiao-Chu Lin1, Da Han3.   

Abstract

Early and precise cancer diagnosis substantially improves patient survival. Recent work has revealed that the levels of multiple microRNAs in serum are informative as biomarkers for the diagnosis of cancers. Here, we designed a DNA molecular computation platform for the analysis of miRNA profiles in clinical serum samples. A computational classifier is first trained in silico using miRNA profiles from The Cancer Genome Atlas. This is followed by a computationally powerful but simple molecular implementation scheme using DNA, as well as an effective in situ amplification and transformation method for miRNA enrichment in serum without perturbing the original variety and quantity information. We successfully achieved rapid and accurate cancer diagnosis using clinical serum samples from 22 healthy people (8) and people with lung cancer (14) with an accuracy of 86.4%. We envision that this DNA computational platform will inspire more clinical applications towards inexpensive, non-invasive and rapid disease screening, classification and progress monitoring.

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Year:  2020        PMID: 32451504     DOI: 10.1038/s41565-020-0699-0

Source DB:  PubMed          Journal:  Nat Nanotechnol        ISSN: 1748-3387            Impact factor:   39.213


  15 in total

1.  Nonlinear manipulation and analysis of large DNA datasets.

Authors:  Meiying Cui; Xueping Zhao; Francesco V Reddavide; Michelle Patino Gaillez; Stephan Heiden; Luca Mannocci; Michael Thompson; Yixin Zhang
Journal:  Nucleic Acids Res       Date:  2022-08-10       Impact factor: 19.160

Review 2.  Recent Advances in DNA Nanotechnology for Plasmonic Biosensor Construction.

Authors:  Jeong Ah Park; Chaima Amri; Yein Kwon; Jin-Ho Lee; Taek Lee
Journal:  Biosensors (Basel)       Date:  2022-06-15

3.  Aligner-Mediated Cleavage-Based Isothermal Amplification for SARS-CoV-2 RNA Detection.

Authors:  Chao Zhang; Tingting Zheng; Hongliang Fan; Tao Zhang; Da Han
Journal:  ACS Appl Bio Mater       Date:  2021-02-26

4.  Rapid One-Pot Detection of SARS-CoV-2 Based on a Lateral Flow Assay in Clinical Samples.

Authors:  Chao Zhang; Tingting Zheng; Hua Wang; Wei Chen; Xiaoye Huang; Jianqi Liang; Liping Qiu; Da Han; Weihong Tan
Journal:  Anal Chem       Date:  2021-02-11       Impact factor: 6.986

5.  Cotranscriptionally encoded RNA strand displacement circuits.

Authors:  Samuel W Schaffter; Elizabeth A Strychalski
Journal:  Sci Adv       Date:  2022-03-23       Impact factor: 14.136

6.  A panel of three serum microRNA can be used as potential diagnostic biomarkers for nasopharyngeal carcinoma.

Authors:  Rongkang Li; Chong Lu; Weiqiang Yang; Yaqi Zhou; Jiatao Zhong; Xuan Chen; Xinji Li; Guocheng Huang; Xiqi Peng; Kaihao Liu; Chunduo Zhang; Hongyi Hu; Yongqing Lai
Journal:  J Clin Lab Anal       Date:  2022-01-14       Impact factor: 2.352

7.  Structure sampling for computational estimation of localized DNA interaction rates.

Authors:  Sarika Kumar; Julian M Weisburd; Matthew R Lakin
Journal:  Sci Rep       Date:  2021-06-16       Impact factor: 4.379

8.  Breast Cancer Case Identification Based on Deep Learning and Bioinformatics Analysis.

Authors:  Dongfang Jia; Cheng Chen; Chen Chen; Fangfang Chen; Ningrui Zhang; Ziwei Yan; Xiaoyi Lv
Journal:  Front Genet       Date:  2021-05-17       Impact factor: 4.599

Review 9.  Machine Learning Protocols in Early Cancer Detection Based on Liquid Biopsy: A Survey.

Authors:  Linjing Liu; Xingjian Chen; Olutomilayo Olayemi Petinrin; Weitong Zhang; Saifur Rahaman; Zhi-Ri Tang; Ka-Chun Wong
Journal:  Life (Basel)       Date:  2021-06-30

Review 10.  Nucleic Acid Nanotechnology for Diagnostics and Therapeutics in Acute Kidney Injury.

Authors:  Yiwen Ying; Qian Tang; Da Han; Shan Mou
Journal:  Int J Mol Sci       Date:  2022-03-13       Impact factor: 5.923

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