Evidence map›Paper›PMID 19852060›Full record

ArticleCytometry. Part A : the journal of the International Society for Analytical Cytology2009

Development of small and inexpensive digital data acquisition systems using a microcontroller-based approach.

Mark A Naivar, Mark E Wilder, Robert C Habbersett, Travis A Woods, David S Sebba, John P Nolan, Steven W Graves

Open access · bronzeAbstract read
In one paragraph

Article in Cytometry. Part A : the journal of the International Society for Analytical Cytology, 2009. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
2.3field-weighted citation impact, top 13% of its field
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

5 citing papers in PubMed, 16 citations in OpenAlex.

  1. Review
  2. Article
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  5. Article
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

7 authors at 3 institutions in 1 country.

Mark A NaivarThe National Flow Cytometry Resource, Biosciences Division, Los Alamos National Laboratory, Los Alamos, NM 87131-0001, USA. naivar@darksim.com
Mark E Wilder
Robert C Habbersett
Travis A Woods
David S Sebba
John P Nolan
Steven W Graves
Los Alamos National Laboratory · USLa Jolla Bioengineering Institute · USUniversity of New Mexico · US

Funding

WORKSHOP AT INTERNATIONAL SOCIETY FOR ANALYTICAL CYTOLOGYP41RR001315 · NCRR · UNIVERSITY OF CALIF-LOS ALAMOS NAT LAB · PI DOORN, JONATHAN A · 1985 to 2011
$19.2M
Raman Flow Cytometry for Diagnostics and Drug DiscoveryR01EB003824 · NIBIB · SCINTILLON INSTITUTE FOR PHOTOBIOLOGY · PI NOLAN, JOHN P · 2004 to 2014
$12.2M
Low cost portable flow cytometry (R21/R33)R33RR020064 · NCRR · UNIVERSITY OF NEW MEXICO · PI GRAVES, STEVEN W · 2007 to 2009
$1.4M
Low cost portable flow cytometry (R21/R33)R21RR020064 · NCRR · UNIVERSITY OF CALIF-LOS ALAMOS NAT LAB · PI GRAVES, STEVEN W · 2005 to 2006
$403k
NCRR NIH HHS P41 RR001315NCRR NIH HHS R21 RR020064NCRR NIH HHS R33 RR020064NCRR NIH HHS RR001315NCRR NIH HHS RR02064NIBIB NIH HHS EB003824NIBIB NIH HHS R01 EB003824
6 · The paper itself

Abstract

Fully digital data acquisition systems for use in flow cytometry provide excellent flexibility and precision. Here, we demonstrate the development of a low cost, small, and low power digital flow cytometry data acquisition system using a single microcontroller chip with an integrated analog to digital converter (ADC). Our demonstration system uses a commercially available evaluation board making the system simple to integrate into a flow cytometer. We have evaluated this system using calibration microspheres analyzed on commercial, slow-flow, and CCD-based flow cytometers. In our evaluations, our demonstration data system clearly resolves all eight peaks of a Rainbow microsphere set on both a slow-flow flow cytometer and a retrofitted BD FACScalibur, which indicates it has the sensitivity and resolution required for most flow cytometry applications. It is also capable of millisecond time resolution, full waveform collection, and selective triggering of data collection from a CCD camera. The capability of our demonstration system suggests that the use of microcontrollers for flow cytometry digital data-acquisition will be increasingly valuable for extending the life of older cytometers and provides a compelling data-system design approach for low-cost, portable flow cytometers.

Indexed as

Flow CytometryFluorescenceMicrospheresSignal Processing, Computer-Assisted

Identifiers

PMID19852060
PMCPMC3969846
OpenAlexW1970096554

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.