Evidence map›Paper›PMID 34735520›Full record

ArticlePloS one2021

A multicenter analytical performance evaluation of a multiplexed immunoarray for the simultaneous measurement of biomarkers of micronutrient deficiency, inflammation and malarial antigenemia.

Eleanor Brindle, Lorraine Lillis, Rebecca Barney, Pooja Bansil, Sonja Y Hess, K Ryan Wessells, Césaire T Ouédraogo, Francisco Arredondo, Mikaela K Barker, Neal E Craft and 12 more

Open access · goldAbstract read
In one paragraph

Article in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
0.7field-weighted citation impact, top 28% 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

6 citing papers in PubMed, 8 citations in OpenAlex.

  1. Article
  2. Cortisol Stability at 16 and 30 Years in Urine Specimens Stored at -20°C.American journal of human biology : the official journal of the Human Biology Council · 2026
    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

22 authors at 9 institutions in 3 countries.

Eleanor BrindleCenter for Studies in Demography and Ecology, University of Washington, Seattle, Washington, United States of America.
Lorraine LillisPATH, Seattle, Washington, United States of America.
Rebecca BarneyPATH, Seattle, Washington, United States of America.
Pooja BansilPATH, Seattle, Washington, United States of America.
Sonja Y HessDepartment of Molecular Biosciences, School of Veterinary Medicine and Department of Nutrition, University of California, Davis, California, United States of America.
K Ryan WessellsDepartment of Molecular Biosciences, School of Veterinary Medicine and Department of Nutrition, University of California, Davis, California, United States of America.
Césaire T OuédraogoDepartment of Molecular Biosciences, School of Veterinary Medicine and Department of Nutrition, University of California, Davis, California, United States of America.
Francisco ArredondoDuke University Medical Ctr. Durham, Durham, North Carolina, United States of America.
Mikaela K BarkerFaculty of Land and Food Systems, University of British Columbia, Vancouver, British Columbia, Canada.
Neal E CraftCraft Nutrition Consulting, Elm City, North Carolina, United States of America.
Christina FischerCenters for Disease Control and Prevention, Atlanta, Georgia, United States of America.
James L GrahamDepartment of Molecular Biosciences, School of Veterinary Medicine and Department of Nutrition, University of California, Davis, California, United States of America.
Peter J HavelDepartment of Molecular Biosciences, School of Veterinary Medicine and Department of Nutrition, University of California, Davis, California, United States of America.
Crystal D KarakochukFaculty of Land and Food Systems, University of British Columbia, Vancouver, British Columbia, Canada.
Mindy ZhangCenters for Disease Control and Prevention, Atlanta, Georgia, United States of America.
Ei-Xia MussaiFaculty of Land and Food Systems, University of British Columbia, Vancouver, British Columbia, Canada.
Carine MapangoCenters for Disease Control and Prevention, Atlanta, Georgia, United States of America.
Jody M RandolphDepartment of Molecular Biosciences, School of Veterinary Medicine and Department of Nutrition, University of California, Davis, California, United States of America.
Katherine WanderBinghamton University (SUNY), Binghamton, New York, United States of America.
Christine M PfeifferCenters for Disease Control and Prevention, Atlanta, Georgia, United States of America.
Eileen MurphyPATH, Seattle, Washington, United States of America.
David S BoylePATH, Seattle, Washington, United States of America.ORCID 0000-0003-4019-9037
Program for Appropriate Technology in Health · USUniversity of California, Davis · USCenters for Disease Control and Prevention · USUniversity of British Columbia · CABinghamton University · USCraft Engineering Associates (United States) · USDuke University · USUnited Nations Children's Fund Niger · NEUniversity of Washington · US

Funding

Scientific/Technical CoreP2CHD042828 · NICHD · UNIVERSITY OF WASHINGTON · PI SARA R. CURRAN · 2017 to 2026
$6.3M
NICHD NIH HHS P2C HD042828
6 · The paper itself

Abstract

A lack of comparative data across laboratories is often a barrier to the uptake and adoption of new technologies. Furthermore, data generated by different immunoassay methods may be incomparable due to a lack of harmonization. In this multicenter study, we describe validation experiments conducted in a single lab and cross-lab comparisons of assay results to assess the performance characteristics of the Q-plex™ 7-plex Human Micronutrient Array (7-plex), an immunoassay that simultaneously quantifies seven biomarkers associated with micronutrient (MN) deficiencies, inflammation and malarial antigenemia using plasma or serum; alpha-1-acid glycoprotein, C-reactive protein, ferritin, histidine-rich protein 2, retinol binding protein 4, soluble transferrin receptor, and thyroglobulin. Validations included repeated testing (n = 20 separately prepared experiments on 10 assay plates) in a single lab to assess precision and linearity. Seven independent laboratories tested 76 identical heparin plasma samples collected from a cohort of pregnant women in Niger using the same 7-plex assay to assess differences in results across laboratories. In the analytical validation experiments, intra- and inter-assay coefficients of variation were acceptable at <6% and <15% respectively and assay linearity was 96% to 99% with the exception of ferritin, which had marginal performance in some tests. Cross-laboratory comparisons showed generally good agreement between laboratories in all analyte results for the panel of 76 plasma specimens, with Lin's concordance correlation coefficient values averaging ≥0.8 for all analytes. Excluding plates that would fail routine quality control (QC) standards, the inter-assay variation was acceptable for all analytes except sTfR, which had an average inter-assay coefficient of variation of ≥20%. This initial cross-laboratory study demonstrates that the 7-plex test protocol can be implemented by users with some experience in immunoassay methods, but familiarity with the multiplexed protocol was not essential.

Indexed as

C-Reactive ProteinFerritinsHistidine-Rich GlycoproteinImmunoassayInflammationMulticenter Studies as TopicProteinsSoftwareC-Reactive ProteinFerritinsHistidine-Rich GlycoproteinProteins

Identifiers

PMID34735520
PMCPMC8568126
OpenAlexW3209161311

What OpenQuestion holds

Textmetadata
LicenceCC0
Read underepoch 390

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.