title: Accurate data process for nanopore analysis.
abstract: Data analysis for nanopore experiments remains a fundamental and technological challenge because of the large data volume, the presence of unavoidable noise, and the filtering effect. Here, we present an accurate and robust data process that recognizes the current blockades and enables evaluation of the dwell time and current amplitude through a novel second-order-differential-based calibration method and an integration method, respectively. We applied the developed data process to analyze both generated blockages and experimental data. Compared to the results obtained using the conventional method, those obtained using the new method provided a significant increase in the accuracy of nanopore measurements.
authors.affiliation: Key Laboratory for Advanced Materials and Department of Chemistry, East China University of Science and Technology , 130 Meilong Road, Shanghai 200237, People's Republic of China.
authors.forename: Zhen
authors.initials: Z
authors.lastname: Gu
authors.forename: Yi-Lun
authors.initials: YL
authors.lastname: Ying
authors.forename: Chan
authors.initials: C
authors.lastname: Cao
authors.forename: Pingang
authors.initials: P
authors.lastname: He
authors.forename: Yi-Tao
authors.initials: YT
authors.lastname: Long
mesh_terms: D016229:Amyloid beta-Peptides / Q000737:chemistry*; D015374:Biosensing Techniques / Q000379:methods; D004277:DNA, Single-Stranded / Q000737:chemistry*; D003627:Data Interpretation, Statistical; D001330:Electronic Data Processing; D006460:Hemolysin Proteins / Q000737:chemistry*; D006801:Humans; D058608:Nanopores; D036103:Nanotechnology / Q000379:methods*; D017550:Spectroscopy, Fourier Transform Infrared
chemical_list: D016229:Amyloid beta-Peptides; D004277:DNA, Single-Stranded; D006460:Hemolysin Proteins