Skip to main content
Log in

Investigation and identification of breath acetone as a potential biomarker for type 2 diabetes diagnosis

  • Article
  • Analytical Chemistry
  • Published:
Chinese Science Bulletin

Abstract

Acetone is regarded as a promising biomarker for the noninvasive diagnosis and monitoring of diabetes. We collected breath acetone from 25 type 2 diabetics (T2D) and 44 healthy subjects using aluminum foil bags (3 L), and the samples were analyzed by gas chromatography–mass spectrometry. T2D patients had significantly higher acetone levels (mean = 2.167 ppmv (1 ppmv = 1 μL/L), standard error (SE) = 0.231) than healthy volunteers (mean = 0.488 ppmv, SE = 0.025; P < 0.0001). The receiver operating characteristics curve showed that the optimum diagnostic cutoff value for exhaled acetone was 0.891 ppmv (area under the curve 0.999, sensitivity 100 %, and specificity 97.7 %) in T2D patients relative to healthy subjects. Thus, breath acetone could be a useful marker for the high accuracy diagnosis and monitoring of diabetes. In addition, the ratios of the mean acetone concentration in ambient air relative to that in the total exhaled air and in the net exhaled air were 1:18 and 1:17, respectively. The post-breakfast acetone concentrations (mean = 0.437 ppmv, SE = 0.035) were slightly lower than the pre-breakfast levels (mean = 0.553 ppmv, SE = 0.047; P > 0.05). Thus, the increased acetone concentrations in T2D patients are affected strongly by physiological factors related to the disease, rather than the ambient air and diet.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

References

  1. Cao W, Duan Y (2006) Breath analysis: potential for clinical diagnosis and exposure assessment. Clin Chem 52:800–811

    Article  Google Scholar 

  2. Phillips M (1992) Breath tests in medicine. Sci Am 267:74–79

    Article  Google Scholar 

  3. Pauling L, Robinson AB, Teranishi R et al (1971) Quantitative analysis of urine vapor and breath by gas–liquid partition chromatography. Proc Natl Acad Sci USA 68:2374–2376

    Article  Google Scholar 

  4. Miekisch W, Schubert JK, Noeldge-Schomburg GFE (2004) Diagnostic potential of breath analysis: focus on volatile organic compounds. Clin Chim Acta 347:25–39

    Article  Google Scholar 

  5. Joon-Boo Y, Hyung-Gi B, Myung-Suk S et al (2005) Analysis of diabetic patient’s breath with conducting polymer sensor array. Sens Actuators B Chem 108:305–308

    Article  Google Scholar 

  6. Barnett D, Fraser TR, Tassopoulos CN (1969) Breath-acetone and blood-sugar measurements in diabetes. Lancet 293:1282–1286

    Article  Google Scholar 

  7. Sulway MJ, Malins JM (1970) Acetone in diabetic ketoacidosis. Lancet 2:736–740

    Article  Google Scholar 

  8. Rooth G, Osthenson S (1966) Acetone in alveolar air and the control of diabetes. Lancet 2:1102–1105

    Article  Google Scholar 

  9. Kalapos MP (2003) On the mammalian acetone metabolism: from chemistry to clinical implications. Biochim Biophys Acta 1621:122–139

    Article  Google Scholar 

  10. Brechner VL, Bethune RW (1965) Determination of acetone concentration in arterial blood by vapor phase chromatography of alveolar gas diabetes. Diabetes 14:663–665

    Google Scholar 

  11. Musa-Veloso K, Rarama E, Comeau F et al (2002) Epilepsy and the ketogenic diet: assessment of ketosis in children using breath acetone. Pediatr Res 52:443–448

    Article  Google Scholar 

  12. Musa-Veloso K, Likhodii SS, Cunnane SC (2002) Breath acetone is a reliable indicator of ketosis in adults consuming ketogenic meals. Am J Clin Nutr 76:65–70

    Google Scholar 

  13. Diskin AM, Spanel P, Smith D (2003) Time variation of ammonia, acetone, isoprene and ethanol in breath: a quantitative SIFT-MS study over 30 days. Physiol Meas 24:107–119

    Article  Google Scholar 

  14. Deng CH, Zhang J, Yu XF et al (2004) Determination of acetone in human breath by gas chromatography–mass spectrometry and solid-phase microextraction with on-fiber derivatization. J Chromatogr B 810:269–275

    Article  Google Scholar 

  15. Amann A, Poupart G, Telser S et al (2004) Applications of breath gas analysis in medicine. Int J Mass Spectrom Ion Process 239:227–233

    Article  Google Scholar 

  16. Turner C, Spanel P, Smith D (2006) A longitudinal study of ammonia, acetone and propanol in the exhaled breath of 30 subjects using selected ion flow tube mass spectrometry, SIFT-MS. Physiol Meas 27:321–337

    Article  Google Scholar 

  17. Wang C, Mbi A, Shepherd M (2010) A study on breath acetone in diabetic patients using a cavity ringdown breath analyzer: exploring correlations of breath acetone with blood glucose and glycohemoglobin A1C. IEEE Sens J 10:54–6363

    Article  Google Scholar 

  18. Wang C, Surampudi AB (2008) An acetone breath analyzer using cavity ringdown spectroscopy: an initial test with human subjects under various situations. Meas Sci Technol 19:1–10

    Google Scholar 

  19. Jie C, Chen Z, Wang H et al (2008) Atmospheric heterogeneous reaction of acetone: adsorption and desorption kinetics and mechanisms on SiO2 particles. Chin Sci Bull 53:1004–1010

    Article  Google Scholar 

  20. Zhou M (2013) Detection and study of breath acetone/isopropanol as biomarkers by gas chromatography–mass spectrometry. Dissertation, Sichuan University

  21. Paredi P, Loukides S, Ward S et al (1998) Exhalation flow and pressure-controlled reservoir collection of exhaled nitric oxide for remote and delayed analysis. Thorax 53:775–779

    Article  Google Scholar 

  22. Paredi P, Kharitonov SA, Barnes PJ (2000) Elevation of exhaled ethane concentration in asthma. Am J Respir Crit Care Med 162:1450–1454

    Article  Google Scholar 

  23. Hyspler R, Crhova S, Gasparic J et al (2000) Determination of isoprene in human expired breath using solid-phase microextraction and gas chromatography–mass spectrometry. J Chromatogr B 739:183–190

    Article  Google Scholar 

  24. Smith D, Spanel P, Davies S (1999) Trace gases in breath of healthy volunteers when fasting and after a protein-calorie meal: a preliminary study. J Appl Physiol 87:1584–1588

    Google Scholar 

  25. Kalapos MP (1999) Possible physiological roles of acetone metabolism in humans. Med Hypotheses 53:236–242

    Article  Google Scholar 

  26. Taylor R, Agius L (1988) The biochemistry of diabetes. Biochem J 250:625–640

    Google Scholar 

  27. Owen OE, Trapp VE, Skutches CL et al (1982) Acetone metabolism during diabetic ketoacidosis. Diabetes 31:242–248

    Article  Google Scholar 

  28. Jones AW, Sagarduy A, Ericsson E et al (1993) Concentrations of acetone in venous blood samples from drunk drivers, type-I diabetic outpatients, and healthy blood donors. J Anal Toxicol 17:182–185

    Article  Google Scholar 

  29. Mukhopadhyay R (2004) Don’t waste your breath. Anal Chem 76:273–276

    Google Scholar 

  30. Galassetti PR, Novak B, Nemet D et al (2005) Breath ethanol and acetone as indicators of serum glucose levels: an initial report. Diabetes Technol Ther 7:115–123

    Article  Google Scholar 

  31. Turner C, Parekh B, Walton C et al (2008) An exploratory comparative study of volatile compounds in exhaled breath and emitted by skin using selected ion flow tube mass spectrometry. Rapid Commun Mass Spectrom 22:526–532

    Article  Google Scholar 

  32. Ueta I, Saito Y, Hosoe M et al (2009) Breath acetone analysis with miniaturized sample preparation device: in-needle preconcentration and subsequent determination by gas chromatography–mass spectroscopy. J Chromatogr B 877:2551–2556

    Article  Google Scholar 

Download references

Acknowledgments

This work was supported by National Recruitment Program of Global Experts (NRPGE), the Hundred Talents Program of Sichuan Province (HTPSP), and the Startup Funding of Sichuan University for setting up the Research Center of Analytical Instrumentation.

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to Yi-Xiang Duan or Yu Liu.

About this article

Cite this article

Zhou, MG., Liu, Y., Li, WW. et al. Investigation and identification of breath acetone as a potential biomarker for type 2 diabetes diagnosis. Chin. Sci. Bull. 59, 1992–1998 (2014). https://doi.org/10.1007/s11434-014-0244-3

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11434-014-0244-3

Keywords

Navigation