Quantification of Albumin and γ-Globulin Concentrations in an Electrolyte Solution by Multivariate-Regressive Gaussian Admittance Relaxation Times Distribution (mgARTD).

Arbariyanto Mahmud Wicaksono, Songshi Li, Ryoma Ogawa, Masahiro Takei

Abstract read

In one paragraph

Article in ACS applied bio materials, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it

0cells of the map it votes in

0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Arbariyanto Mahmud WicaksonoDepartment of Mechanical Engineering, Graduate School of Engineering, Chiba University, Chiba 263-8522, Japan.ORCID 0009-0003-5594-5984

Songshi LiDepartment of Mechanical Engineering, Graduate School of Engineering, Chiba University, Chiba 263-8522, Japan.ORCID 0000-0001-6687-119X

Ryoma OgawaDepartment of Mechanical Engineering, Graduate School of Engineering, Chiba University, Chiba 263-8522, Japan.

Masahiro TakeiDepartment of Mechanical Engineering, Graduate School of Engineering, Chiba University, Chiba 263-8522, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Albumin and γ-globulin concentrations in an electrolyte solution have been quantified by a multivariate-regressive Gaussian admittance relaxation times distribution (mgARTD). The mgARTD is built based on the training data consisting of the impedance spectroscopy system measurement result of protein mixture solutions with a known concentration of albumin, γ-globulin, and sodium electrolyte to perform concentration quantification on a prospective protein mixture solution with an unknown concentration. The mgARTD consists of three steps: (1) Prediction step of the peak matrix

Indexed as

AlbuminsElectrolytesgamma-GlobulinsAlgorithmsDielectric SpectroscopyHumansMaterials TestingMultivariate AnalysisNormal DistributionSolutionsAlbuminsElectrolytesgamma-GlobulinsSolutionsGaussian processimpedance spectroscopymultivariate regressionprotein concentration quantificationrelaxation times distribution

Identifiers

PMID40916231

DOI10.1021/acsabm.5c01188

PMCPMC12542953

What OpenQuestion holds

Textmetadata

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.