Evidence map›Paper›PMID 27797501›Full record

ArticleAnalytical chemistry2016

MOSAIC: A Modular Single-Molecule Analysis Interface for Decoding Multistate Nanopore Data.

Jacob H Forstater, Kyle Briggs, Joseph W F Robertson, Jessica Ettedgui, Olivier Marie-Rose, Canute Vaz, John J Kasianowicz, Vincent Tabard-Cossa, Arvind Balijepalli

Abstract read
In one paragraph

Article in Analytical chemistry, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers.

0numbers the graph read from it
0cells of the map it votes in
38citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

38 citing papers in PubMed.

  1. Article
  2. Article
  3. Nanopore event detection in a simple and adaptive way.bioRxiv : the preprint server for biology · 2026
    Article
  4. Article
  5. Article
  6. Single-Molecule Biodosimetry.Analytical chemistry · 2025
    Article
  7. Article
  8. Review
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
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  17. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Jacob H ForstaterPhysical Measurement Laboratory, National Institute of Standards and Technology , Gaithersburg, Maryland 20899, United States.
Kyle BriggsDepartment of Physics, University of Ottawa , Ottawa, Ontario K1N 6N5, Canada.
Joseph W F RobertsonPhysical Measurement Laboratory, National Institute of Standards and Technology , Gaithersburg, Maryland 20899, United States.
Jessica EttedguiPhysical Measurement Laboratory, National Institute of Standards and Technology , Gaithersburg, Maryland 20899, United States.
Olivier Marie-RoseInformation Technology Laboratory, National Institute of Standards and Technology , Gaithersburg, Maryland 20899, United States.
Canute VazPhysical Measurement Laboratory, National Institute of Standards and Technology , Gaithersburg, Maryland 20899, United States.
John J KasianowiczPhysical Measurement Laboratory, National Institute of Standards and Technology , Gaithersburg, Maryland 20899, United States.
Vincent Tabard-CossaDepartment of Physics, University of Ottawa , Ottawa, Ontario K1N 6N5, Canada.
Arvind BalijepalliPhysical Measurement Laboratory, National Institute of Standards and Technology , Gaithersburg, Maryland 20899, United States.

Funding

An Integrated System for Single Molecule Electronic Sequencing by SynthesisR01HG007415 · NHGRI · COLUMBIA UNIV NEW YORK MORNINGSIDE · PI CHURCH, GEORGE M, JU, JINGYUE · 2013 to 2015
$5.2M
Intramural NIST DOC 9999-NISTNHGRI NIH HHS R01 HG007415
6 · The paper itself

Abstract

Biological and solid-state nanometer-scale pores are the basis for numerous emerging analytical technologies for use in precision medicine. We developed Modular Single-Molecule Analysis Interface (MOSAIC), an open source analysis software that improves the accuracy and throughput of nanopore-based measurements. Two key algorithms are implemented: ADEPT, which uses a physical model of the nanopore system to characterize short-lived events that do not reach their steady-state current, and CUSUM+, a version of the cumulative sum statistical method optimized for longer events that do. We show that ADEPT detects previously unreported conductance states that occur as double-stranded DNA translocates through a 2.4 nm solid-state nanopore and reveals new interactions between short single-stranded DNA and the vestibule of a biological pore. These findings demonstrate the utility of MOSAIC and the ADEPT algorithm, and offer a new tool that can improve the analysis of nanopore-based measurements.

Indexed as

NanoporesNanotechnologySequence Analysis, DNAAlgorithmsDNADNA, Single-StrandedSoftwareDNADNA, Single-Stranded

Identifiers

PMID27797501
PMCPMC5516951

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.