Background
Methods
Results
Search results
First Author | Setting | Patients | Age | Sex distribution | Index test | Reference standard | Main Results | Mean correlation coefficient |
---|---|---|---|---|---|---|---|---|
Righettoni [17] | Healthy subjects sampled after overnight fast and after lunch. | 8 | 22-55 years | 7 male, 1 female | PTR-TOF-MS: Acetone, ethanol, methanol, isoprene Nano sensing films: Breath acetone | Finger prick measurement with Bayer Contour Blood Glucose Meter | After overnight fast a high correlation between sensors and glucose, and acetone, ethanol, methanol and glucose was found. These high correlations were not found after lunch. | Morning: PTR-TOF-MS: Acetone:0.98 Ethanol:0.9 Methanol: .93 Isoprene:0.00 Nano sensing films: 0.96 Afternoon: PTR-TOF-MS: Acetone:-0.08 Ethanol:0.11 Methanol:-0.16 Isoprene:-0.40 Nano sensing films: −0.02 |
Storer [18] | T2DM subjects not asked to fast but to refrain from eating. Cross-sectional study | 38, T2DM | 32-76 years, median age 62 | 13 male, 25 female | SIFT-MS: Acetone | Finger prick measurement with Abbot Optium Xceed | No strong correlation found between blood glucose and breath acetone. Breath acetone was found to be significantly higher in men. | r = 0.003 |
Minh [22] | Clamp study. Overnight fast. T1DM subjects were asked not to take long acting insulin. | 25 (17 healthy, 8 T1DM) | Healthy: 28 ± 1 years T1DM: 25,8 ± 1,7 years | 11 male, 14 female | GCMS: Group A (Ethanol, acetone, methyl nitrate, ethyl-benzene) Group B (2-pentyl nitrate, propane, methanol, ethanol) Room samples collected. | IV catheters in antecubital veins; Beckman Glucose analyzer II | Group A: healthy, mean r of 0.836, T1DM, mean r of 0.950. B: healthy, mean r of 0.829, T1DM, mean r of 0.920. | Healthy: r = 0.8325 T1DM: r = 0.935 |
Turner [21] | Clamp study. Overnight fast. T1DM subjects | 8, T1DM | 28 ± 3 years | SIFT-MS: Acetone | IV distal catheter in hand. Hand warmed to arterialize the sample. YSI. | No strong correlation at baseline. Linear correlation between acetone and blood glucose values. Breath acetone decreased when blood glucose decreased. In healthy volunteers the opposite was seen: Low blood glucose values yield high acetone values. | r = 0.816(0.598-0.940) | |
Lee [20] | Clamp study. Healthy subjects admitted to lab after overnight fast. | 10 | 26 ± 4 years | 5 male, 5 female | GCMS: Ethanol, Acetone, Methyl nitrate, ethylbenzene, o-oxylene, m/p-xylene. Room samples collected. | IV catheters in antecubital veins; Beckman Glucose analyzer II | Best 4 gas model: Ethanol, acetone, methyl nitrate, ethyl benzene (mean r of 0.913(0.698-0.977)) 9 samples per patient | r = 0.913 (0.698-0.977) |
Fritsch [19] | OGTT. Healthy volunteers admitted after 10 hours fast. | 6 | 24-32 years | 5 male, 1 female | Electrochemical analyzer, laser spectrometer, and breath hydrogen: Carbon monoxide measured with Micro smokerlyzer. | Finger prick measurement, Accu check Aviva. | No strong correlation between glucose and carbon monoxide | None |
Novak [39] | Clamp study. T1DM subjects admitted after eating light breakfast. Patients on insulin followed normal regimen. | 10, T1DM | 13,8 ± 0,5 years | 7 male, 3 female | GCMS: Methyl nitrate Room samples collected. | IV lines in arms, Blood samples every 30 min. Beckman glucose analyzer II | Methyl nitrate had strongest correlation with blood glucose levels. Correlation increased with 30-minute lag time. Ethanol and Acetone DID NOT correlate with glucose | One subject mentioned, r = 0.99 |
Galassetti [32] | OGTT. Healthy subjects admitted to research center in morning after overnight fast. | 10 | 27,4 ± 3,1 | 5 male, 5 female | GCMS: Ethanol and acetone. Room samples collected. | IV catheter. Determined with a quantitative enzymatic measurement. | Multiple linear regression analysis with ethanol and acetone gave an average r of 0.70. | r = 0.700 |
Paredi [27] | OGTT in 5 patients, CO and glucose measured. Only CO measured in larger cohort | 5 | 33 ± 4 years | 3 male, 2 female | Micro smokerlyzer: Carbon monoxide | Finger prick measurement, Reflolux S. | The maximal glucose increase was associated with a significant increase in exhaled CO concentration. Both parameters returned to the baseline at 40 min after glucose administration. | Unknown |
Study | Risk of Bias | Applicability Concerns | ||||||
---|---|---|---|---|---|---|---|---|
Patient selection | Index test | Reference standard | Flow and timing | Patient selection | Index test | Reference standard | Comments | |
Righettoni (2013) [17] | ? | ? | × | ✓ | ✓ | ✓ | ✓ | Single measurements in morning and in afternoon make prediction of trend impossible. Possible verification bias because of incorrect reference standard. |
Storer (2011) [18] | ? | × | × | ✓ | × | × | ✓ | Single measurement makes prediction of trend impossible. Test review bias because reference standard is used for index test. Possible verification bias because of incorrect reference standard |
Minh (2011) [22] | ? | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | Clamp study design possibly lowers clinical relevance because of lack of generalizability. Test review bias because reference standard is used for index test. |
Turner (2009) [21] | ? | × | ✓ | ✓ | × | × | ✓ | Small sample size. Clamp study design possibly lowers clinical relevance because of lack of generalizability. Test review bias because reference standard is used for index test. |
Lee (2009) [20] | ? | × | ✓ | ✓ | ✓ | ✓ | ✓ | Small sample size. Clamp study design possibly lowers clinical relevance because of lack of generalizability. Test review bias because reference standard is used for index test. |
Fritsch (2008) [19] | ? | ✓ | × | ✓ | ✓ | × | ✓ | Small sample size. OGTT study design possibly lowers clinical relevance because of lack of generalizability. Test review bias because reference standard is used for index test. Possible verification bias because of incorrect reference standard. |
Novak (2007) [39] | ? | × | ✓ | ✓ | × | ✓ | ✓ | Clamp study design possibly lowers clinical relevance because of lack of generalizability. Test review bias because reference standard is used for index test. Possible reporting error, results of only one subject mentioned in detail. |
Galassetti (2005) [32] | ? | × | ? | ✓ | ✓ | ✓ | ✓ | Small sample size. OGTT study design possibly lowers clinical relevance because of lack of generalizability. Test review bias because reference standard is used for index test. Possible verification bias because of incorrect reference standard |
Paredi(1999) [27] | ? | ✓ | × | ✓ | ✓ | × | ✓ | Small sample size. OGTT study design possibly lowers clinical relevance because of lack of generalizability. Possible verification bias because of incorrect reference standard. |
Point correlation
VOC | Mechanism(s) | Pathway(s) |
---|---|---|
2-pentyl nitrate [22] | Generated through pathways involving organic peroxy radical (RO2▪) with NO or NO2. Could be modulated by acute changes in systematic oxidative status [22]. | |
Derived from acetoacetate and is produced by synthesis and degradation of ketone bodies and is therefore related to blood glucose levels [32]. | Glycolysis/Pyruvate metabolism | |
Cabon monoxide [27] | Possibly due to activation of HO by glucose, and the positive modulation of CO non insulin secretion [27]. | |
Not produced by mammalian cells. Likely due to alcoholic fermentation of glucose by gut bacteria and yeast [32]. | Glycolysis/Gluconeogenesis | |
Inhaled and partly metabolized by liver, then exhaled at lower concentration. Rapid-onset hyperglycemia likely suppressed hepatic metabolism causing peaks in exhaled air [20]. | ||
M/P-xylene [20] | Inhaled and partly metabolized by liver, then exhaled at lower concentration. Rapid-onset hyperglycemia likely suppressed hepatic metabolism causing peaks in exhaled air [20]. | |
Methanol [22] | Reflects gut flora activity and therefore responsive to glycemic fluctuations [22]. | |
A small fraction of superoxide ion (O2▪−), a byproduct of oxidative reactions, reacts with nitric oxide which in turn can react with methanol to eventually form an isomer of Methyl nitrate [39]. | ||
O-xylene [20] | Inhaled and partly metabolized by liver, then exhaled at lower concentration. Rapid-onset hyperglycemia likely suppressed hepatic metabolism causing peaks in exhaled air [20]. | |
Propane [22] | Reflects gut flora activity and therefore responsive to glycemic fluctuations [22]. | N-4 fatty acid Peroxidation Protein oxidation |