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The New Normalization in Western Blotting

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The New Normalization in Western Blotting

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A western blot is supposed to give you information on true experimental conditions or differences between samples. It is instrumental for the detection of proteins in research discovery and biopharma. But a western blot can also fool you. Inconsistencies in sample preparation, loading or gel transfer can skew results without normalization. Researchers use normalization to control for the effects of these experimental errors and ensure that the amount of protein from blots reflects biology.

New normalization techniques are making it easier than ever for researchers to correct data for variances across data points. One lesser known technique, called total protein normalization (TPN), is one way researchers can ensure their data is robust enough to make faithful comparisons across samples and to draw conclusions. TPN has made a few key advances over last-generation techniques that allow researchers to save time and increase output.

In this article, we will be explaining the two main western blotting normalization methods; the older housekeeping protein method and the newer TPN method.

Housekeeping proteins: Proceed with caution

For over 30 years, researchers have used housekeeping proteins (HKPs) such as GAPDH, actin, and tubulin as internal loading controls. HKPs can be used to reliably quantify western blots, but only in certain circumstances.

HKPs only work if their expression is constant. However, studies continue to show that HKP expression can change with experimental conditions.1-4 This is a notable disadvantage of HKPs as researchers need to expend time and resources to examine HKP levels over the range of experimental variables (e.g. treatment type, tissue type) and confirm that the protein levels remain constant.

Another disadvantage of HKPs is that they are often present in saturated levels, resulting in erroneous quantitation. This is because high lysate loads are often required for detection of low-abundance target proteins and HKPs are often expressed in high abundance. Therefore, the linear working range for the HKP must be determined. Different amounts must be loaded on a blot to determine the sample range that produces a linearly proportional signal of the HKP.

HKP detection is also time-consuming. In addition to the battery of tests described above, the process of using HKPs requires stripping the membrane after the target proteins have been probed, and re-probing with HKP-specific antibodies. This procedure also introduces variability in results.

Stain-free total protein normalization: A simpler, more reliable alternative to HKPs

Within the last ten years, researchers have turned to TPN for a better method to quantify protein expression. In TPN, western blot data is analyzed using the total protein in a sample and therefore normalization is not dependent on a single HKP. The technique is faster, more accurate and more reliable than HKP-based normalization.

The best way to measure total protein in a blot or gel is via stain-free technology. For example, unlike Ponceau S stain, stain-free technology maintains its intensity over time and does not sacrifice reproducibility. It also does not require running samples in duplicate as is the case with Coomassie blue. Stain-free technology uses a proprietary in-gel chemistry that allows visualization in less than five minutes with any stain-free enabled imager. Stain-free TPN also does not require extensive optimization: no need to probe the blot with antibodies, or for staining and destaining steps prior to imaging. The stain-free approach does not interfere with downstream applications such as western blotting or mass spectrometry, so there is no need for duplicate runs. Therefore, stain-free is superior to most-dye based TPN methods for visualization of proteins because it increases the sensitivity and reduces the complexity of existing workflows, saving researchers time.

The stain-free technology relies on a UV-mediated reaction between a trihalo compound present in the acrylamide gels and tryptophan residues on proteins, which produces fluorescence. It enables reliable detection of any tryptophan-containing protein, which applies to the majority of actively researched proteins (Table 1).5 For proteins with low tryptophan content, simply increasing the exposure times by a few more seconds improves the signal.6 Sensitivity is also an important aspect of stain-free technology, which shows linearity in signal in typical sample loads (10 to 50 µg of protein) and detection down to 0.2 to 5 ng, which is better than Commassie blue and comparable to silver stains (Figure 1).7

Technological advancements in drug discovery and development demand increases in throughput and the utilization of time-efficient processes to conserve resources and keep costs down. Stain-free technology’s ability to both quickly check the gel and membrane means scientists can monitor crucial checkpoints throughout the western blotting workflow, including the quality of SDS-PAGE separations before blotting as well as transfer efficiency. For researchers in drug discovery and development, stain-free gels quickly and accurately provide a visual confirmation of sample purity and yield from purification workflows in under 30 minutes.8


Because of reproducibility challenges associated with HKP normalization, TPN has recently become the preferred method of western blot normalization by publications such as The Journal of Biological Chemistry. Stain-free TPN, in particular, has appeared in approximately 900 academic papers as of December 2017, only five years since its introduction.9 Not relying on HKPs for western blot quantification is a break from traditional practices, but stain-free TPN proves to be a more reliable and accurate method. As more researchers adopt stain-free TPN, confidence in the quantitative power of western blots will be restored.
Written by Kenneth Oh, Ph.D, Collaborations, Applications and New Technology Product Manager in the Protein Quantitation Group at Bio-Rad Laboratories


2. Nahlik KW, Mleczko AK, Gawlik MK, Rokita HB. Modulation of GAPDH expression and cellular localization after vaccinia virus infection of human adherent monocytes. Acta Biochimica Pol. 50, 667–76 (2003). PubMed
4. Goasdoue K, Awabdy D, Bjorkman ST, Miller S. Standard loading controls are not reliable for Western blot quantification across brain development or in pathological conditions. Electrophoresis. 37, 630-4 (2016). PubMed
5. MacDonald K., Choe J., Elbaggari A., Zhu M., Alburo A. In-gel protein quantitation using the criterion stain-free gel imaging system. Bio-Rad Laboratories, tech note 5782B.
7. Yadav G, Liu N. “Trends in protein separation and analysis – the advance of stain-free technology”. BioRadiations, accessed June 13, 2018.
8. Ng P., Kaur K., Kohn J., Quinlan A., Habel J. Protein Purification workflow development using Bio-Rad’s NGC chromatography system and stain-free gel technology. Bio-Rad Laboratories, tech note 6530.