Elsevier

Journal of Proteomics

Volume 76, 5 December 2012, Pages 69-78
Journal of Proteomics

Leukocyte p53 protein biosignature through standard-aligned two-dimensional immunoblotting

https://doi.org/10.1016/j.jprot.2012.07.021Get rights and content

Abstract

Peripheral leukocytes may reflect systemic disease and stress states through their gene expression profile. Subsequent protein analyses of leukocytes are hypothesized to provide essential information regarding systemic diseases. We have developed a protein biosignature analysis of the tumour suppressor and cell stress sensor p53 based on two-dimensional gel electrophoresis and immunoblotting, and utilize fluorescently labelled reference standards to significantly improve the alignment and comparison of biosignatures, including full-length p53 and isoforms p53β and p53γ. Analysis of the p53 biosignatures of peripheral blood mononuclear cells from 526 healthy individuals and 65 acute myeloid leukaemia patients indicated a novel putative p53 protein variant in a subset of individuals (227 of 526 healthy tested). The p53 variant was more distinct in the reference standard aligned biosignatures of healthy individuals, compared to the non-standard aligned leukaemia biosignatures. This approximately 2 kDa heavier variant of p53 appeared with similar frequency in leukemic and healthy test persons, without coinciding with known splice forms or post-translational modifications of p53. We propose that a standardized leukocyte protein biosignature of p53 provides a powerful research tool and indicate how p53 protein biosignatures may be used in future diagnostics.

This article is part of a Special Issue entitled: Integrated omics.

Graphical abstract

Highlights

► Protein analyses of leukocytes are hypothesized to provide essential information regarding systemic diseases. ► Our p53 biosignatures detects subtle variations in p53 isoform expression. ► Our fluorescently labelled alignment standard dramatically improved comparison and analysis of 2-D immunoblots. ► Applying the alignment standard to p53 biosignature analysis led to the discovery of a putative novel p53 protein variant.

Introduction

Analysis of gene and protein expression in peripheral blood leukocytes (PBL) may provide diagnostic information about healthy and diseased individuals [1], [2]. Significant changes in leukocyte gene expression have been demonstrated in autoimmune diseases [3], [4], [5], Parkinson's disease [6], coronary artery disease and arterial hypertension [7], [8] and Alzheimer's disease [9], [10]. These studies propose standard blood samples as a source of more advanced biomarkers for disease predisposition and early diagnosis than those currently in clinical use [11].

Similarly, the tumour suppressor and cell stress sensor protein p53 has been suggested as biomarker and therapy target in not only cancer but also autoimmune disorders [3], [11]. Leukocyte derived p53 protein is suggested as a biomarker of Alzheimer's disease and as a therapeutic target in rheumatoid arthritis [3], [10], [12]. Leukocyte gene expression profiling of cell death and DNA repair genes such as p53 has been proposed as predictive markers of radiation-induced adverse side effects [13]. Screening of the entire p53 network has also been employed in analysis of individualized cancer susceptibility analysis [11]. The potential of such p53 protein analysis has previously been demonstrated in leukaemia [14], [15], [16], [17], [18], [19], [20], [21], [22].

Alternative splicing of TP53 mRNA and alternative initiation of transcription results in distinct protein isoforms [23], [24]. Analysis of the p53 protein in a biosignature consisting of multiple p53 isoforms may thus be more informative in elucidation of their functions. The twelve identified p53 protein isoforms comprise different combinations of the structural and functional domains of p53 (reviewed in [25], [26]). To detect p53 protein isoform expression in peripheral blood mononuclear cells (PBMCs), we have utilized 2-D gel electrophoresis (2-DE), that identifies small variations in the expression of selected isoforms [15]. 2-DE is a powerful and ubiquitous method for analyzing complex protein mixtures. Subsequent immunoblotting after 2-DE provides information on low-level expression of protein isoforms and post-translational modifications [15], [16]. However, accurate alignment of separate gels represent a technological challenge for analysis of stacks of 2-D gels and immunoblots [27], [28], in where addition of complex or single protein standards as well as multiple antibodies has provided useful solutions [29], [30], [31], [32], [33].

We have developed two fluorescently labelled protein standards, based on a complex cellular extract and defined non-human proteins, respectively. Both standards improve alignment of 2DI, and the cell based standard enabled the investigation of subtle protein biosignature variation of p53 in leukocytes collected from healthy individuals.

Section snippets

Sample collection and preparation

Collection of blood samples from AML patients and participants from the Gulen cohort was approved by the Ethics Committee at the University of Bergen/Haukeland University Hospital (REK Vest). Samples were collected after informed consent. The Gulen cohort included 526 presumably healthy individuals at the age of 16–88 years, examined as a part of a health survey conducted 18 months after an explosion at a petroleum waste handling facility which caused spreading of coker gasoline residues

Development of a fluorescently labelled alignment reference standard

Improvement of the analysis of the 2DI images requires a protein standard to assist accurate alignment. To facilitate such an alignment we labelled the total cell lysate of the p53 deficient cell line HL-60 with a chromophore permitting simultaneous acquisition of fluorescence and chemiluminescence. This point is crucial to ensure that both fluorescent and chemiluminescent images are completely parallel. The DyLight 405 dye was chosen for its UV excitation wavelength, which was compatible with

Discussion

Analysis of p53 protein expression in white blood cells has been suggested as a potential biomarker of disease [3], [10], [11], [12], [13]. We have proposed a highly reproducible method of detecting defined p53 protein isoforms, in addition to possible identification of post-translational modifications of this protein. 2DI analysis demonstrated that expression of p53 full-length and p53β/γ isoforms in the white blood cells of healthy individuals are homogenous (Fig. 2). In healthy cells,

Concluding remarks

We have developed a protein biosignature analysis technique based on 2DI of p53 coupled with a bioinformatic software tool for pixel-by-pixel correlation analysis with a biological parameter, and suggest here an embedded standard to enhance gel image alignment (Fig. 5).

With the introduction of a fluorescently labelled standard we drastically improve the alignment and comparison of the 2DIs. The mixture of pre-stained protein standard created an effective alignment grid that may be further

Acknowledgments

This study was supported by grants from The Research Council of Norway's National Program for Research in Functional Genomics and Petromaks, L. Meltzer Hoyskolefond, The Western Norway Regional Health Authority, and the Norwegian Cancer Society with Solveig and Ove Lund's legacy. The authors thank Stian Knappskog for valuable discussions and comments. Siv Lise Bedringaas and Wenche Eilifsen are appreciated for excellent technical assistance.

References (48)

  • C. Vettermann et al.

    A colloidal silver staining–destaining method for precise assignment of immunoreactive spots in two-dimensional protein patterns

    Anal. Biochem.

    (2002)
  • J. Vogel et al.

    Phosphorylation of gamma-tubulin regulates microtubule organization in budding yeast

    Dev. Cell

    (2001)
  • R. Gallagher et al.

    Characterization of the continuous, differentiating myeloid cell line (HL-60) from a patient with acute promyelocytic leukemia

    Blood

    (1979)
  • A. Staratschek-Jox et al.

    Blood-based transcriptomics: leukemias and beyond

    Expert. Rev. Mol. Diagn.

    (2009)
  • K. Maas et al.

    Reduced p53 in peripheral blood mononuclear cells from patients with rheumatoid arthritis is associated with loss of radiation-induced apoptosis

    Arthritis Rheum.

    (2005)
  • B. Mesko et al.

    Peripheral blood gene expression patterns discriminate among chronic inflammatory diseases and healthy controls and identify novel targets

    BMC Med. Genomics

    (2010)
  • A.V. Timofeeva et al.

    Altered gene expression pattern in peripheral blood leukocytes from patients with arterial hypertension

    Ann. N. Y. Acad. Sci.

    (2006)
  • G. Wu et al.

    Decreased gene expression of LC3 in peripheral leucocytes of patients with coronary artery disease

    Eur. J. Clin. Invest.

    (2011)
  • S. Kabacik et al.

    A minimally invasive assay for individual assessment of the ATM/CHEK2/p53 pathway activity

    Cell Cycle

    (2011)
  • L. Buizza et al.

    Conformational Altered p53 as an Early Marker of Oxidative Stress in Alzheimer's Disease

    PLoS One

    (2012)
  • N. Anensen et al.

    Proteomics of p53 in diagnostics and therapy of acute myeloid leukemia

    Curr. Pharm. Biotechnol.

    (2006)
  • N. Anensen et al.

    Correlation analysis of p53 protein isoforms with NPM1/FLT3 mutations and therapy response in acute myeloid leukemia

    Oncogene

    (2012)
  • N. Anensen et al.

    A distinct p53 protein isoform signature reflects the onset of induction chemotherapy for acute myeloid leukemia

    Clin. Cancer Res.

    (2006)
  • N. Anensen et al.

    Early gene expression of acute myeloid leukemia in response to chemotherapy

    Expert. Rev. Anticancer. Ther.

    (2007)
  • Cited by (8)

    • p53 and p53-related mediators PAI-1 and IGFBP-3 are downregulated in peripheral blood mononuclear cells of HIV-patients exposed to non-nucleoside reverse transcriptase inhibitors

      2020, Antiviral Research
      Citation Excerpt :

      There is a growing interest in this field, however few studies have investigated the interrelations between the expression of specific inflammatory/senescence markers in HIV-patients, and their connection to various patient-related factors. Analysis of gene and protein expression in peripheral blood leukocytes may provide diagnostic information about healthy and diseased individuals (Hjelle et al., 2012). Significant changes in leukocyte gene expression have been demonstrated in several pathological conditions including autoimmune, neurodegenerative and cardiovascular diseases.

    • 2D electrophoresis image segmentation within a pixel-based framework

      2015, Chemometrics and Intelligent Laboratory Systems
      Citation Excerpt :

      In addition, while a single spot can be an overlap of multiple proteins that co-migrated to a joint position, these same proteins may migrate to distinct locations in other gels, making comparisons difficult. The pixel-based approach to 2DE gel analysis is a strategy to postpone spot segmentation after statistical data analysis and consequently reduce the problem associated with missing values and to some extent overlapping proteins [7,8,9,10,11,12,13]. This means that the desired analysis steps prior to the final spot detection are executed at the pixel level of the gel images.

    • Structural-Functional Diversity of p53 Proteoforms

      2019, Biochemistry (Moscow) Supplement Series B: Biomedical Chemistry
    View all citing articles on Scopus

    This article is part of a Special Issue entitled: Integrated omics.

    View full text