Evidence map›Paper›PMID 34476523›Full record

ArticleAnalytical and bioanalytical chemistry2021

Determination of Chinese hamster ovary (CHO) cell densities and antibody titers from small volumes of cell culture supernatants using multivariate analysis and partial least squares regression of UV-Vis spectra.

Salinthip Jarusintanakorn, Chutima Phechkrajang, Putthiporn Khongkaew, Enrico Mastrobattista, Montarop Yamabhai

Open access · hybridAbstract read
In one paragraph

Article in Analytical and bioanalytical chemistry, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
0.7field-weighted citation impact, top 31% 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

4 citing papers in PubMed, 10 citations in OpenAlex.

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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

5 authors at 4 institutions in 2 countries.

Salinthip JarusintanakornUtrecht Institute for Pharmaceutical Sciences (UIPS), Department of Pharmaceutics, Faculty of Science, Utrecht University, Universiteitsweg 99, 3584 CG, Utrecht, Netherlands.
Chutima PhechkrajangDepartment of Pharmaceutical Chemistry, Faculty of Pharmacy, Mahidol University, 447, Sri-Ayuthaya Road, Rajathevi, Bangkok, 10400, Thailand.
Putthiporn KhongkaewDepartment of Pharmaceutical Chemistry, Faculty of Pharmacy, Mahidol University, 447, Sri-Ayuthaya Road, Rajathevi, Bangkok, 10400, Thailand.
Enrico MastrobattistaUtrecht Institute for Pharmaceutical Sciences (UIPS), Department of Pharmaceutics, Faculty of Science, Utrecht University, Universiteitsweg 99, 3584 CG, Utrecht, Netherlands. e.mastrobattista@uu.nl.
Montarop YamabhaiMolecular Biotechnology Laboratory, School of Biotechnology, Institute of Agricultural Technology, Suranaree University of Technology, Nakhon Ratchasima, 30000, Thailand. montarop@g.sut.ac.th.
Suranaree University of Technology · THBurapha University · THMahidol University · THUtrecht University · NL

Funding

BIOTEC, National Science and Technology Development Agency (NSTDA) P-18-50127Ministry of Higher Education, Science, Research and Innovation (MHESI) 256101A3040017Thailand Science Research and Innovation (TSRI) RTA6180012
6 · The paper itself

Abstract

Antibody titer and viable cell density (VCD) are two important parameters that need to be closely monitored during the process of cell line development and manufacturing of therapeutic antibodies. Typically, determination of each parameter requires 10-100 μL of supernatant sample, which is not suitable for small scale cultivation. In this study, we demonstrated that as low as 2 μL of culture supernatants were sufficient for the analysis using UV-Vis spectrum assisted with partial least squares (PLS) model. The results indicated that the optimal PLS models could be used to predict antibody titer and VCD with the linear relationship between reference values and predicted values at R

Indexed as

AnimalsAntibodiesCHO CellsCricetinaeCricetulusCulture MediaLeast-Squares AnalysisSpectrophotometry, UltravioletAntibodiesCulture MediaCHOMultivariate data analysisPartial least squares regressionTherapeutic antibody titerUV-Vis spectroscopyViable cell density

Identifiers

PMID34476523
PMCPMC8437849
OpenAlexW3198012807

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.