Serum proteomic changes after randomized prolonged erythropoietin treatment and/or endurance training: detection of novel biomarkers

Britt Christensen, Maja Ludvigsen, Birgitte Nellemann, John J Kopchick, Bent Honoré, Jens Otto L Jørgensen, Britt Christensen, Maja Ludvigsen, Birgitte Nellemann, John J Kopchick, Bent Honoré, Jens Otto L Jørgensen

Abstract

Introduction: Despite implementation of the biological passport to detect erythropoietin abuse, a need for additional biomarkers remains. We used a proteomic approach to identify novel serum biomarkers of prolonged erythropoiesis-stimulating agent (ESA) exposure (Darbepoietin-α) and/or aerobic training.

Trial design: Thirty-six healthy young males were randomly assigned to the following groups: Sedentary-placebo (n = 9), Sedentary-ESA (n = 9), Training-placebo (n = 10), or Training-ESA (n = 8). They were treated with placebo/Darbepoietin-α subcutaneously once/week for 10 weeks followed by a 3-week washout period. Training consisted of supervised biking 3/week for 13 weeks at the highest possible intensity. Serum was collected at baseline, week 3 (high dose Darbepoietin-α), week 10 (reduced dose Darbepoietin-α), and after a 3-week washout period.

Methods: Serum proteins were separated according to charge and molecular mass (2D-gel electrophoresis). The identity of proteins from spots exhibiting altered intensity was determined by mass spectrometry.

Results: Six protein spots changed in response to Darbepoietin-α treatment. Comparing all 4 experimental groups, two protein spots (serotransferrin and haptoglobin/haptoglobin related protein) showed a significant response to Darbepoietin-α treatment. The haptoglobin/haptoglobin related protein spot showed a significantly lower intensity in all subjects in the training-ESA group during the treatment period and increased during the washout period.

Conclusion: An isoform of haptoglobin/haptoglobin related protein could be a new anti-doping marker and merits further research.

Trial registration: ClinicalTrials.gov NCT01320449.

Conflict of interest statement

Competing Interests: The authors have declared that no competing interests exist.

Figures

Fig 1. CONSORT flow diagram.
Fig 1. CONSORT flow diagram.
Fig 2. Representative 2DE gel with significant…
Fig 2. Representative 2DE gel with significant spots.
Representative 2-dimensional electrophoresis (2DE) gel of human serum. Protein spots that changed significantly (p

Fig 3. Spots affected by Darbepoietin-α treatment…

Fig 3. Spots affected by Darbepoietin-α treatment alone.

A total of six spots changed significantly…

Fig 3. Spots affected by Darbepoietin-α treatment alone.
A total of six spots changed significantly in relation to Darbepoietin-α treatment alone, two graphs for each of the spots A-F are shown. Left panel show the average change in spot intensity for the sedentary-ESA group (n = 9). The dark grey box at the bottom indicates the boosting period (first 3 weeks) and the light grey box the maintenance period (weeks 4–10), subjects were not treated during weeks 11–13 (wash-out phase). Data are expressed as mean ± SE, level of significance are p

Fig 4. Spots with an overall Darbepoietin-α…

Fig 4. Spots with an overall Darbepoietin-α effect.

For the spots G and F that…

Fig 4. Spots with an overall Darbepoietin-α effect.
For the spots G and F that exhibited a significant Darbepoietin-α effect are shown average change in spot intensity. SP (sedentary-placebo), SE (sedentary-ESA), TP (training-placebo), and TE (training-ESA). The dark grey box at the bottom indicates the boosting period (first 3 weeks) and the light grey box the maintenance period (weeks 4–10), subjects were not treated during weeks 11–13 (wash-out phase). Individual changes (%) from baseline in all subjects in the TE and SE group are also shown. Data are expressed as mean ± SE, level of significance are p

Fig 5. Spots with overall training effect.

Fig 5. Spots with overall training effect.

Average spot intensity for spots B, D, and…

Fig 5. Spots with overall training effect.
Average spot intensity for spots B, D, and H, which showed an overall training effect. SP (sedentary-placebo), SE (sedentary-ESA), TP (training-placebo), and TE (training-ESA). The dark grey box at the bottom indicates the boosting period (first 3 weeks) and the light grey box the maintenance period (weeks 4–10), subjects were not treated during weeks 11–13 (wash-out phase). Data are expressed as mean ± SE, level of significance are p

Fig 6. Total serum haptoglobin levels.

The…

Fig 6. Total serum haptoglobin levels.

The individual total serum haptoglobin levels in the sedentary-ESA…

Fig 6. Total serum haptoglobin levels.
The individual total serum haptoglobin levels in the sedentary-ESA and training-ESA groups, respectively, throughout the study period. The dark grey box at the bottom indicates the boosting period (first 3 weeks) and the light grey box the maintenance period (weeks 4–10), subjects were not treated during weeks 11–13 (wash-out phase).
Similar articles
Cited by
References
    1. Viault F (1891) Sur la quantite d’oxygene continue dans le sang des animaux des hauts plateaux l’Amerique du sud. CR Acad Sci (Paris: ). pp. 295–298.
    1. Carnot P, DeFlandre C (1906) Sur l’activite hematopoietique de serum au cours de la regeneration di sang. CR Acad Sci. pp. 384–386.
    1. Lasne F, de Ceaurriz J (2000) Recombinant erythropoietin in urine. Nature 405: 635 10.1038/35015164 - DOI - PubMed
    1. Schumacher YO, Saugy M, Pottgiesser T, Robinson N (2012) Detection of EPO doping and blood doping: the haematological module of the Athlete Biological Passport. Drug Test Anal 4: 846–853. 10.1002/dta.406 - DOI - PubMed
    1. Sottas PE, Robinson N, Rabin O, Saugy M (2011) The athlete biological passport. Clin Chem 57: 969–976. 10.1373/clinchem.2011.162271 - DOI - PubMed
Show all 23 references
Publication types
MeSH terms
Associated data
Related information
Grant support
The World Anti-Doping Agency (WADA) and Clinical Institute, Aarhus University, Denmark kindly supported this study. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
[x]
Cite
Copy Download .nbib
Format: AMA APA MLA NLM

NCBI Literature Resources

MeSH PMC Bookshelf Disclaimer

The PubMed wordmark and PubMed logo are registered trademarks of the U.S. Department of Health and Human Services (HHS). Unauthorized use of these marks is strictly prohibited.

Follow NCBI
Fig 3. Spots affected by Darbepoietin-α treatment…
Fig 3. Spots affected by Darbepoietin-α treatment alone.
A total of six spots changed significantly in relation to Darbepoietin-α treatment alone, two graphs for each of the spots A-F are shown. Left panel show the average change in spot intensity for the sedentary-ESA group (n = 9). The dark grey box at the bottom indicates the boosting period (first 3 weeks) and the light grey box the maintenance period (weeks 4–10), subjects were not treated during weeks 11–13 (wash-out phase). Data are expressed as mean ± SE, level of significance are p

Fig 4. Spots with an overall Darbepoietin-α…

Fig 4. Spots with an overall Darbepoietin-α effect.

For the spots G and F that…

Fig 4. Spots with an overall Darbepoietin-α effect.
For the spots G and F that exhibited a significant Darbepoietin-α effect are shown average change in spot intensity. SP (sedentary-placebo), SE (sedentary-ESA), TP (training-placebo), and TE (training-ESA). The dark grey box at the bottom indicates the boosting period (first 3 weeks) and the light grey box the maintenance period (weeks 4–10), subjects were not treated during weeks 11–13 (wash-out phase). Individual changes (%) from baseline in all subjects in the TE and SE group are also shown. Data are expressed as mean ± SE, level of significance are p

Fig 5. Spots with overall training effect.

Fig 5. Spots with overall training effect.

Average spot intensity for spots B, D, and…

Fig 5. Spots with overall training effect.
Average spot intensity for spots B, D, and H, which showed an overall training effect. SP (sedentary-placebo), SE (sedentary-ESA), TP (training-placebo), and TE (training-ESA). The dark grey box at the bottom indicates the boosting period (first 3 weeks) and the light grey box the maintenance period (weeks 4–10), subjects were not treated during weeks 11–13 (wash-out phase). Data are expressed as mean ± SE, level of significance are p

Fig 6. Total serum haptoglobin levels.

The…

Fig 6. Total serum haptoglobin levels.

The individual total serum haptoglobin levels in the sedentary-ESA…

Fig 6. Total serum haptoglobin levels.
The individual total serum haptoglobin levels in the sedentary-ESA and training-ESA groups, respectively, throughout the study period. The dark grey box at the bottom indicates the boosting period (first 3 weeks) and the light grey box the maintenance period (weeks 4–10), subjects were not treated during weeks 11–13 (wash-out phase).
Similar articles
Cited by
References
    1. Viault F (1891) Sur la quantite d’oxygene continue dans le sang des animaux des hauts plateaux l’Amerique du sud. CR Acad Sci (Paris: ). pp. 295–298.
    1. Carnot P, DeFlandre C (1906) Sur l’activite hematopoietique de serum au cours de la regeneration di sang. CR Acad Sci. pp. 384–386.
    1. Lasne F, de Ceaurriz J (2000) Recombinant erythropoietin in urine. Nature 405: 635 10.1038/35015164 - DOI - PubMed
    1. Schumacher YO, Saugy M, Pottgiesser T, Robinson N (2012) Detection of EPO doping and blood doping: the haematological module of the Athlete Biological Passport. Drug Test Anal 4: 846–853. 10.1002/dta.406 - DOI - PubMed
    1. Sottas PE, Robinson N, Rabin O, Saugy M (2011) The athlete biological passport. Clin Chem 57: 969–976. 10.1373/clinchem.2011.162271 - DOI - PubMed
Show all 23 references
Publication types
MeSH terms
Associated data
Related information
Grant support
The World Anti-Doping Agency (WADA) and Clinical Institute, Aarhus University, Denmark kindly supported this study. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
[x]
Cite
Copy Download .nbib
Format: AMA APA MLA NLM

NCBI Literature Resources

MeSH PMC Bookshelf Disclaimer

The PubMed wordmark and PubMed logo are registered trademarks of the U.S. Department of Health and Human Services (HHS). Unauthorized use of these marks is strictly prohibited.

Follow NCBI
Fig 4. Spots with an overall Darbepoietin-α…
Fig 4. Spots with an overall Darbepoietin-α effect.
For the spots G and F that exhibited a significant Darbepoietin-α effect are shown average change in spot intensity. SP (sedentary-placebo), SE (sedentary-ESA), TP (training-placebo), and TE (training-ESA). The dark grey box at the bottom indicates the boosting period (first 3 weeks) and the light grey box the maintenance period (weeks 4–10), subjects were not treated during weeks 11–13 (wash-out phase). Individual changes (%) from baseline in all subjects in the TE and SE group are also shown. Data are expressed as mean ± SE, level of significance are p

Fig 5. Spots with overall training effect.

Fig 5. Spots with overall training effect.

Average spot intensity for spots B, D, and…

Fig 5. Spots with overall training effect.
Average spot intensity for spots B, D, and H, which showed an overall training effect. SP (sedentary-placebo), SE (sedentary-ESA), TP (training-placebo), and TE (training-ESA). The dark grey box at the bottom indicates the boosting period (first 3 weeks) and the light grey box the maintenance period (weeks 4–10), subjects were not treated during weeks 11–13 (wash-out phase). Data are expressed as mean ± SE, level of significance are p

Fig 6. Total serum haptoglobin levels.

The…

Fig 6. Total serum haptoglobin levels.

The individual total serum haptoglobin levels in the sedentary-ESA…

Fig 6. Total serum haptoglobin levels.
The individual total serum haptoglobin levels in the sedentary-ESA and training-ESA groups, respectively, throughout the study period. The dark grey box at the bottom indicates the boosting period (first 3 weeks) and the light grey box the maintenance period (weeks 4–10), subjects were not treated during weeks 11–13 (wash-out phase).
Similar articles
Cited by
References
    1. Viault F (1891) Sur la quantite d’oxygene continue dans le sang des animaux des hauts plateaux l’Amerique du sud. CR Acad Sci (Paris: ). pp. 295–298.
    1. Carnot P, DeFlandre C (1906) Sur l’activite hematopoietique de serum au cours de la regeneration di sang. CR Acad Sci. pp. 384–386.
    1. Lasne F, de Ceaurriz J (2000) Recombinant erythropoietin in urine. Nature 405: 635 10.1038/35015164 - DOI - PubMed
    1. Schumacher YO, Saugy M, Pottgiesser T, Robinson N (2012) Detection of EPO doping and blood doping: the haematological module of the Athlete Biological Passport. Drug Test Anal 4: 846–853. 10.1002/dta.406 - DOI - PubMed
    1. Sottas PE, Robinson N, Rabin O, Saugy M (2011) The athlete biological passport. Clin Chem 57: 969–976. 10.1373/clinchem.2011.162271 - DOI - PubMed
Show all 23 references
Publication types
MeSH terms
Associated data
Related information
Grant support
The World Anti-Doping Agency (WADA) and Clinical Institute, Aarhus University, Denmark kindly supported this study. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
[x]
Cite
Copy Download .nbib
Format: AMA APA MLA NLM
Fig 5. Spots with overall training effect.
Fig 5. Spots with overall training effect.
Average spot intensity for spots B, D, and H, which showed an overall training effect. SP (sedentary-placebo), SE (sedentary-ESA), TP (training-placebo), and TE (training-ESA). The dark grey box at the bottom indicates the boosting period (first 3 weeks) and the light grey box the maintenance period (weeks 4–10), subjects were not treated during weeks 11–13 (wash-out phase). Data are expressed as mean ± SE, level of significance are p

Fig 6. Total serum haptoglobin levels.

The…

Fig 6. Total serum haptoglobin levels.

The individual total serum haptoglobin levels in the sedentary-ESA…

Fig 6. Total serum haptoglobin levels.
The individual total serum haptoglobin levels in the sedentary-ESA and training-ESA groups, respectively, throughout the study period. The dark grey box at the bottom indicates the boosting period (first 3 weeks) and the light grey box the maintenance period (weeks 4–10), subjects were not treated during weeks 11–13 (wash-out phase).
Fig 6. Total serum haptoglobin levels.
Fig 6. Total serum haptoglobin levels.
The individual total serum haptoglobin levels in the sedentary-ESA and training-ESA groups, respectively, throughout the study period. The dark grey box at the bottom indicates the boosting period (first 3 weeks) and the light grey box the maintenance period (weeks 4–10), subjects were not treated during weeks 11–13 (wash-out phase).

References

    1. Viault F (1891) Sur la quantite d’oxygene continue dans le sang des animaux des hauts plateaux l’Amerique du sud. CR Acad Sci (Paris: ). pp. 295–298.
    1. Carnot P, DeFlandre C (1906) Sur l’activite hematopoietique de serum au cours de la regeneration di sang. CR Acad Sci. pp. 384–386.
    1. Lasne F, de Ceaurriz J (2000) Recombinant erythropoietin in urine. Nature 405: 635 10.1038/35015164
    1. Schumacher YO, Saugy M, Pottgiesser T, Robinson N (2012) Detection of EPO doping and blood doping: the haematological module of the Athlete Biological Passport. Drug Test Anal 4: 846–853. 10.1002/dta.406
    1. Sottas PE, Robinson N, Rabin O, Saugy M (2011) The athlete biological passport. Clin Chem 57: 969–976. 10.1373/clinchem.2011.162271
    1. Reichel C (2011) OMICS-strategies and methods in the fight against doping. Forensic Sci Int 213: 20–34. 10.1016/j.forsciint.2011.07.031
    1. Rogowska-Wrzesinska A, Le Bihan MC, Thaysen-Andersen M, Roepstorff P (2013) 2D gels still have a niche in proteomics. J Proteomics 88: 4–13. 10.1016/j.jprot.2013.01.010
    1. Nedelkov D (2008) Population proteomics: investigation of protein diversity in human populations. Proteomics 8: 779–786. 10.1002/pmic.200700501
    1. Christensen B, Sackmann-Sala L, Cruz-Topete D, Jorgensen JO, Jessen N, et al. (2011) Novel serum biomarkers for erythropoietin use in humans: A proteomic approach. JApplPhysiol 110: 149–156.
    1. Christensen B, Nellemann B, Larsen MS, Thams L, Sieljacks P, et al. (2013) Whole body metabolic effects of prolonged endurance training in combination with erythropoietin treatment in humans: a randomized placebo controlled study. Am J Physiol Endocrinol Metab 305: E879–E889. 10.1152/ajpendo.00269.2013
    1. Christensen B, Nellemann B, Thorsen K, Nielsen MM, Pedersen SB, et al. (2014) Prolonged erythropoietin treatment does not impact gene expression in human skeletal muscle. Muscle Nerve. 10.1002/mus.24355
    1. Larsen MS, Vissing K, Thams L, Sieljacks P, Dalgas U, et al. (2014) Erythropoietin administration alone or in combination with endurance training affects neither skeletal muscle morphology nor angiogenesis in healthy young men. Exp Physiol. 10.1113/expphysiol.2014.080606
    1. Kamper P, Ludvigsen M, Bendix K, Hamilton-Dutoit S, Rabinovich GA, et al. (2011) Proteomic analysis identifies galectin-1 as a predictive biomarker for relapsed/refractory disease in classical Hodgkin lymphoma. Blood 117: 6638–6649. 10.1182/blood-2010-12-327346
    1. Perkins DN, Pappin DJ, Creasy DM, Cottrell JS (1999) Probability-based protein identification by searching sequence databases using mass spectrometry data. Electrophoresis 20: 3551–3567. 10.1002/(SICI)1522-2683(19991201)20:18<3551::AID-ELPS3551>;2-2
    1. Quaye IK (2008) Haptoglobin, inflammation and disease. TransRSocTropMedHyg 102: 735–742.
    1. Kormoczi GF, Saemann MD, Buchta C, Peck-Radosavljevic M, Mayr WR, et al. (2006) Influence of clinical factors on the haemolysis marker haptoglobin. Eur J Clin Invest 36: 202–209. 10.1111/j.1365-2362.2006.01617.x
    1. Rice L, Alfrey CP (2005) The negative regulation of red cell mass by neocytolysis: physiologic and pathophysiologic manifestations. Cell Physiol Biochem 15: 245–250. 10.1159/000087234
    1. Chang CC, Chen Y, Modi K, Awar O, Alfrey C, et al. (2009) Changes of red blood cell surface markers in a blood doping model of neocytolysis. J Investig Med 57: 650–654.
    1. Bogdanova A, Mihov D, Lutz H, Saam B, Gassmann M, et al. (2007) Enhanced erythro-phagocytosis in polycythemic mice overexpressing erythropoietin. Blood 110: 762–769. 10.1182/blood-2006-12-063602
    1. Morkeberg J, Lundby C, Nissen-Lie G, Nielsen TK, Hemmersbach P, et al. (2007) Detection of darbepoetin alfa misuse in urine and blood: a preliminary investigation. Med Sci Sports Exerc 39: 1742–1747. 10.1249/mss.0b013e31811e9d55
    1. Lamon S, Robinson N, Mangin P, Saugy M (2007) Detection window of Darbepoetin-alpha following one single subcutaneous injection. Clin Chim Acta 379: 145–149. 10.1016/j.cca.2007.01.014
    1. Savourey G, Launay JC, Besnard Y, Guinet A, Bourrilhon C, et al. (2004) Control of erythropoiesis after high altitude acclimatization. EurJApplPhysiol 93: 47–56.
    1. Wenger RH, Rolfs A, Marti HH, Bauer C, Gassmann M (1995) Hypoxia, a novel inducer of acute phase gene expression in a human hepatoma cell line. JBiolChem 270: 27865–27870.

Source: PubMed

3
Abonneren