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Titration-WB: A methodology for accurate quantitative protein determination overcoming reproducibility errors
by
Ehrenborg, Ewa
, Hagberg, Carolina E.
, Parini, Paolo
, Pedrelli, Matteo
, Olin, Maria
, Werngren, Olivera
, Maestri, Alice
in
Accuracy
/ Analysis
/ Animals
/ Antibodies
/ Bias
/ Biology and Life Sciences
/ Blotting, Western - methods
/ Blotting, Western - standards
/ Computer and Information Sciences
/ Engineering and Technology
/ Errors
/ Humans
/ Methods
/ Molecular biology
/ Physical Sciences
/ Proteins
/ Proteins - analysis
/ Proteomics
/ Quality control
/ Reproducibility
/ Reproducibility of Results
/ Research and Analysis Methods
/ Titration
/ Variability
/ Western blotting
/ Western immunoblotting
2025
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Titration-WB: A methodology for accurate quantitative protein determination overcoming reproducibility errors
by
Ehrenborg, Ewa
, Hagberg, Carolina E.
, Parini, Paolo
, Pedrelli, Matteo
, Olin, Maria
, Werngren, Olivera
, Maestri, Alice
in
Accuracy
/ Analysis
/ Animals
/ Antibodies
/ Bias
/ Biology and Life Sciences
/ Blotting, Western - methods
/ Blotting, Western - standards
/ Computer and Information Sciences
/ Engineering and Technology
/ Errors
/ Humans
/ Methods
/ Molecular biology
/ Physical Sciences
/ Proteins
/ Proteins - analysis
/ Proteomics
/ Quality control
/ Reproducibility
/ Reproducibility of Results
/ Research and Analysis Methods
/ Titration
/ Variability
/ Western blotting
/ Western immunoblotting
2025
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Titration-WB: A methodology for accurate quantitative protein determination overcoming reproducibility errors
by
Ehrenborg, Ewa
, Hagberg, Carolina E.
, Parini, Paolo
, Pedrelli, Matteo
, Olin, Maria
, Werngren, Olivera
, Maestri, Alice
in
Accuracy
/ Analysis
/ Animals
/ Antibodies
/ Bias
/ Biology and Life Sciences
/ Blotting, Western - methods
/ Blotting, Western - standards
/ Computer and Information Sciences
/ Engineering and Technology
/ Errors
/ Humans
/ Methods
/ Molecular biology
/ Physical Sciences
/ Proteins
/ Proteins - analysis
/ Proteomics
/ Quality control
/ Reproducibility
/ Reproducibility of Results
/ Research and Analysis Methods
/ Titration
/ Variability
/ Western blotting
/ Western immunoblotting
2025
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Titration-WB: A methodology for accurate quantitative protein determination overcoming reproducibility errors
Journal Article
Titration-WB: A methodology for accurate quantitative protein determination overcoming reproducibility errors
2025
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Overview
Western blotting (WB) is a cornerstone technique for protein detection and quantification in molecular biology. However, its semi-quantitative nature, reliance on housekeeping protein normalization, and susceptibility to technical variability often undermine data accuracy and reproducibility. To address these limitations, we introduce titration-based Western blotting (t-WB), as innovative quantitative approach that uses serial dilutions of protein samples to generate regression curves for precise protein quantification. The method mitigates common errors, including loading inaccuracies and signal saturation, by leveraging the R² value as a quality control metric and calculating the regression line. Its slope is then used as a measure of protein concentration, expressed as signal intensity/total protein loaded. The advantage of t-WB is the removal of housekeeping protein normalization, eliminating thus the bias created by experimental conditions that may alter housekeeping protein levels. t-WB was validated across diverse setups, demonstrating its robustness in minimizing inter-experiment variability and improving accuracy by normalizing to a single internal control. By standardizing workflows, t-WB ensures reproducibility, uncovers subtle biological changes, and resolves biases inherent to classical WB protocols.
Publisher
Public Library of Science,Public Library of Science (PLoS)
Subject
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