Keywords
nutrition and noncommunicable diseases biomarkers - serum sample - bioanalytes - freeze-thaw - stability - analysis - storage
Introduction
The stability of biological samples collected in large-scale field surveys is critical for accurate biochemical measurements. Following collection and transport to laboratories for processing, biological samples are analyzed immediately or frozen for a period of time and thawed prior to analysis. Freeze-thaw cycles have been shown to adversely affect the integrity of specimens, thereby reducing the reliability of biochemical measurements. However, most studies examining the effects of single/multiple freeze-thaw cycles have been conducted under laboratory conditions, with limited evidence from field survey settings.[1]
[2]
[3]
[4]
The 2016–2018 India Comprehensive National Nutrition Survey (CNNS) was conducted to assess the national prevalence of key micronutrient deficiencies, subclinical inflammation, and noncommunicable disease risk factors through the measurement of respective biomarkers among approximately 50,000 children and adolescents ranging from 0 to 19 years of age.[5] Pre- and postanalytical variations arising due to differences in sample handling conditions may alter the properties of the analytes being measured. Although it is ideal to maintain the analytical conditions uniformly, this is not always feasible in large-scale surveys. Therefore, stability of biomarkers needs to be ensured across a variety of anticipated conditions encountered in field settings,
In this study, the stability of analytes such as ferritin, soluble transferrin receptor (sTfR), vitamin B12, vitamin D, C-reactive protein (CRP), total cholesterol, high-density lipoprotein (HDL), low-density lipoprotein (LDL), triglycerides (TAG), albumin, creatinine, and total protein in serum and plasma glucose was assessed, following a 1-month single freeze-thaw cycle, a condition commonly practiced in large-scale surveys.
Methods
Sample Collection
A total of 70 subjects who volunteered and consented to provide blood sample were recruited in the study, using a camp approach from the National Capital Territory, India, for studying all the analytes. The study was ethically approved by the ethics committee of the All India Institute of Medical Sciences (AIIMS), New Delhi, India.
Study Protocol
Venous blood samples were collected by trained phlebotomists from subjects after an overnight fast. Blood from subjects were collected in SST vacutainers (Becton Dickinson) for assessing stability of ferritin, vitamin B12, vitamin D, sTfR, total cholesterol, HDL, LDL, TAG, albumin, total protein, and creatinine; for glucose estimation, blood was collected in fluoride vacutainers (Becton Dickinson). Blood was immediately transferred to 2 to 8° C and centrifuged after 30 minutes at 1700×g for 10 minutes to separate serum/plasma, which was analyzed without delay to obtain the baseline value (T0). Following the analysis, the sample was stored at − 70°C for 1 month after which the samples were taken out from the freezer and allowed to thaw at room temperature and then reanalyzed (T1).
The methods and platforms/analyzer used to measure baseline and freeze-thaw concentrations for the 13 biochemical analytes examined in the study are presented in [Table 1].
Table 1
Details of the biochemical analytes studied for stability in blood sample following exposures to different temperature and time conditions, their methodology for analysis, and the platforms/instruments used
Analyte studied/Sample type used
|
Methodology used for analysis
|
Platforms used in analysis
|
Abbreviations: HDL, high-density lipoprotein; LDL, low-density lipoprotein; TAG, triglycerides.
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C-reactive protein (Serum)
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Immunoturbidimetric
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Beckman Coulter, AU 480, USA
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Total protein (serum)
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Spectrophotometric, Biuret
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Beckman Coulter, AU 680, USA
|
Albumin (serum)
|
Spectrophotometric, BCP dye binding
|
Beckman Coulter, AU 680, USA
|
Ferritin (serum)
|
Chemiluminescence/two-site sandwich immunoassay
|
Advia Centaur XP, Siemens, USA
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Soluble transferrin receptor (serum)
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Immunoturbidimetric
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Beckman Coulter, AU 480, USA
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Vitamin B12 (serum)
|
Chemiluminescence/two-site sandwich immunoassay
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Advia Centaur XP, Siemens, USA
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Vitamin 25 (OH) D (serum)
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Chemiluminescence/two-site sandwich immunoassay
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Advia Centaur XP, Siemens, USA
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Glucose (plasma)
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Spectrophotometric, hexokinase (UV)
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Beckman Coulter, AU 680, USA
|
Total cholesterol (serum)
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Spectrophotometric, cholesterol oxidase esterase peroxidase
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Beckman Coulter, AU 680, USA
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HDL (serum)
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Spectrophotometric, direct measure-PEG/CHOD
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Beckman Coulter, AU 680, USA
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LDL (serum)
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Spectrophotometric, Direct Measure/CHOD
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Beckman Coulter, AU 680, USA
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TAG (serum)
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Spectrophotometric, enzymatic endpoint
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Beckman Coulter, AU 680, USA
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Creatinine (serum)
|
Spectrophotometric, alkaline picrate kinetic (Jaffe's method)
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Beckman Coulter, AU 680, USA
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Statistical Analysis
Serum/plasma samples were analyzed at baseline (T0) (day of blood collection) and following a 1-month freeze-thaw cycle (T1). Mean T0 and T1 concentrations were compared using paired sample t-tests, and differences were evaluated according to total allowable error (TEa) limits (desirable bias). The stability of analytes following the freeze-thaw cycle was assessed based on the mean percentage change from T0 to T1values (bias).The least significant change (LSC) was calculated based on the coefficient of variation and was considered statistically significant if it exceeded the TEa for the respective analyte.[6] The level of bias and corresponding limits of agreement were presented using Bland–Altman plots. Reported p values are 2-sided with α = 0.05. Statistical analyses were performed using SPSS Version 22.0 (IBM Inc.)
Results
The mean percentage difference between T0 and T1 concen-trations (bias) was largest for vitamin D (−12.51%; 95% CI: − 17.00, − 7.83), cholesterol (9.76%; 95% CI: 8.41, 11.10), and HDL (7.98%; 95% CI: 5.33, 10.84) and smallest for ferritin (− 0.58%; 95% CI: − 3.44, 2.29) and LDL (− 0.67%; 95% CI: − 2.16, 1.48) ([Table 2]). Mean differences for cholesterol, glucose, HDL, CRP, vitamin B12 (p = 0.010), sTfR (p = 0.040), and vitamin D were statistically significant (p = 0.000). There were no significant differences between T0 and T1 concentrations for LDL, creatinine, albumin, total protein, TAG, and ferritin ([Table 2]).
Table 2
Mean baseline and 30-day freeze-thaw concentrations and percentage change from baseline for the biochemical analyte
Analyte
|
N
|
Mean baseline concentration (T0)
|
Mean freeze-thaw concentration (T1)
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Mean % difference (95% CI)
|
p-Value
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Abbreviations: CRP, C-reactive protein; HDL, high-density lipoprotein; LDL, low-density lipoprotein; TAG, triglycerides.
Note: All concentrations are mean ± SD. Percentage differences were calculated using paired sample t-tests. p < 0.05.
|
Cholesterol (mg/dL)
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70
|
167.09 ± 38.34
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183.76 ±44.52
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9.76 (8.41,11.10)
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0.000
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LDL (mg/dL)
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67
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111.28 ±33.54
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110.8 ± 33.54
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-0.67(− 2.16, 1.48)
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0.619
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Glucose (mg/dL)
|
68
|
118.79 ±61.47
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121.02 ± 62.09
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1.93 (1.49, 2.38)
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0.000
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HDL (mg/dL)
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69
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40.51 ± 7.5
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43.47 ± 7.86
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7.98 (5.33,10.84)
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0.000
|
Serum creatinine (mg/dL)
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69
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0.62 ± 0.15
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0.61 ± 0.16
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0.94 (− 2.09, 3.97)
|
0.250
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Serum albumin (mg/dL)
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70
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4.42 ± 0.31
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4.46 ± 0.42
|
0.87 (− 0.55, 2.29)
|
0.210
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Total protein (g/dL)
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70
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7.85 ±0.48
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7.92 ± 0.60
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1.00 (− 0.34, 2.34)
|
0.152
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Ferritin (ng/mL)
|
61
|
77.52 ± 71.10
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78.66± 75.74
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− 0.58 (− 3.44, 2.29)
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0.413
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TAG (mg/dL)
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70
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171.76 ± 138.42
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173.97 ± 120.46
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2.82 (1.16,4.49)
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0.458
|
CRP (mg/dL)
|
67
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3.97 ± 5.77
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4.12 ± 5.99
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3.45 (1.90,5.00)
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0.000
|
Vitamin B12 (pg/mL)
|
56
|
254.50 ± 103.61
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242.75 ±103.61
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− 3.74 (− 6.81, − 3.37)
|
0.010
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sTfR
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70
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29.13 ± 39.38
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27.66 ± 35.05
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− 5.49 (− 7.61, 23.48)
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0.040
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Vitamin D (ng/mL)
|
60
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12.98 ± 8.27
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10.53 ± 4.96
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− 12.51(− 17.0, − 7.83)
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0.000
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[Table 3] includes the coefficient of variation (CV), LSC and TEa for each bioanalytes. The calculated LSC was less than the respective TEa for all bioanalytes except for serum albumin.
Table 3
Coefficient of variation, least significant change, and total allowable error values for study analytes
Analyte
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CV (%)
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LSC (%)
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TEa (%)
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Abbreviations: CRP, C-reactive protein; CV, coefficient of variation; HDL, high-density lipoprotein; LDL, low-density lipoprotein; LSC, least significant change; NA, not available; TEa, total allowable error; TAG, triglycerides.
|
Glucose (mg/dL)
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1.84
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3.75
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5.50
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Cholesterol (mg/dL)
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4.22
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5.69
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9.01
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LDL (mg/dL)
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3.49
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5.17
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11.90
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HDL (mg/dL)
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3.70
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5.32
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11.63
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Serum creatinine (mg/dL)
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1.82
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3.73
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8.87
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Serum albumin (g/dL)
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2.30
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4.20
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4.07
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Total protein (g/dL)
|
0.98
|
2.74
|
3.63
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Ferritin (ng/mL)
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8.92
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8.92
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16.90
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TAG (mg/dL)
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3.47
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5.15
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25.99
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CRP (mg/dL)
|
2.60
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4.46
|
56.60
|
Vitamin B12 (pg/mL)
|
8.79
|
8.25
|
30.00
|
sTfR
|
3.00
|
4.79
|
NA
|
Vitamin D (ng/mL)
|
4.76
|
6.04
|
17.01
|
The level of agreement between T0 and T1concentrations was relatively consistent for glucose, ferritin, TAG, CRP, sTfR, and vitamin B12 in contrast to cholesterol (1a), LDL (1d), HDL (1c), creatinine (1 g), albumin (1f), total protein (1h), and vitamin D (1l), as can be seen in [Fig. 1].
Fig. 1 Bland–Altman plots for study analytes. (a–m) Bland–Altman plots for biochemical analytes with the mean of two measurements, at baseline and after freeze thaw cycle, for each subject on X-axis and difference in two measurements on Y-axis. In each figure, the horizontal lines above and below the mean indicate the two SD limits.
Discussion
In this study, we examined the stability of 13 bioanalytes following a single one-month freeze-thaw cycle. A significant change in mean concentration from baseline was observed for cholesterol, glucose, HDL, CRP, sTfR, vitamin B12 and vitamin D, although these differences were within TEa limits and therefore considered to be the reliable estimate of these analytes .
We observed more than 12% reduction in vitamin D concentrations following the single freeze-thaw cycle. The susceptibility of vitamin D to freeze-thaw cycles has been shown in other studies. A 2.6% increase in vitamin D concentration after a single freeze-thaw cycle was reported by Wielders et al,[7] using a chemiluminescence platform. Wielders et al have also reported a 4.0% decrease in the mean concentration following storage at − 20°C for up to 2 months. They also observed a mean decrease of 2.3, 3.4, and 8.5% after 72 hours, 24 hours, and 7 days storage of whole blood at room temperature, respectively; however, they were less than the analytical interassay precision. Enko et al studied a new generation of vitamin D assays and have reported a within-run and between-run imprecision of ≤ 20% at each of the evaluated concentration levels.[8]
Riley et al[9] reported a maximum 11% bias for vitamin D levels across three freeze-thaw cycles, when compared with one freeze-thaw process. In contrast, Antonuicci et al[10] reported the stability of vitamin D in serum for up to four freeze-thaw cycles using a DiaSorin RIA assay. However, the study did not assess vitamin D levels prior to freezing, as samples were subjected to at least one freeze-thaw before analysis. Lewis et al[11] also showed the stability of vitamin D in serum during multiple freeze-thaw cycles and exposure to UV and sunlight for up to 8 days using high-performance liquid chromatography (HPLC) tandem mass spectrometry.
In our study, plasma glucose concentrations were approximately 2% higher after the single freeze-thaw, as compared with baseline concentrations. This is in contrast to a study by Clark et al who reported a significant decrease in glucose concentration following a single freeze-thaw cycle using the hexokinase method.[12] Studies have examined the long-term stability of plasma glucose under multiple freeze-thaw exposures and have shown a temperature and time-dependent decrease in concentration.[1]
[2]
[13] However, in a study by Flood et al, glucose concentrations was reported to show an increase from 11.8 to 14.0% in human serum refrozen and thawed even once.[3] The values were within the TEa.
We observed approximately 10% and approximately 8% increase in freeze-thaw concentrations of cholesterol and HDL, respectively, compared with concentrations in fresh (baseline) samples. There is variable evidence on the effects of freeze-thaw cycles on cholesterol and HDL. Ugwuezumba et al reported a nonsignificant reduction in cholesterol and HDL in serum samples, following a freeze-thaw using the enzymatic colorimetric method.[14]
Another freeze-thaw study using rat serum demonstrated no change in cholesterol and a 2% increase in HDL concentrations following a 24-hour freeze-thaw.[4] Similar effects (< 3% increase) have been observed for HDL concentrations using the heparin manganese procedure and enzymatic methods.[15] Ignatius et al demonstrated a nonsignificant change in concentration of cholesterol (+ 1.5%) and HDL (− 2.9%) after a 2-day freeze-thaw using the enzymatic-spectrophotometric method and precipitation/enzymatic-spectrophotometric method, respectively.[16]
In our study, freeze-thaw concentrations of CRP were approximately 5.5% higher compared with prefreeze baseline concentrations. This is in contrast to studies that have shown CRP to be stable across multiple freeze-thaw cycles. A study by Doumatey et al[17] that used the latex particle-enhanced immunoturbidimetric assay revealed CRP may be stable in serum for an average period of 8.7 years. Ajij et al[18] showed CRP to be stable in serum for up to seven freeze-thaw cycles using the sandwich enzyme immunoassay. In addition, Macy et al[19] observed stable CRP concentrations in serum for up to four freeze-thaw cycles. The increase in CRP observed in our study was well within the TEa limits.
We observed a significant 3.7% decrease in vitamin B12 concentration after one freeze-thaw cycle. Although there is some evidence to support this,[20] most studies suggest vitamin B12 is stable when exposed to freeze-thaw cycles. Jee et al[21] showed a notable decrease in vitamin B12 concentration only after three freeze-thaw cycles for serum stored at − 20°C for 2 to 10 months and analyzed using the Siemens Immulite 2000u. A study by Gislefoss et al[22] that investigated the effects of multiple freeze-thaw (1, 2, 3, 5, and 10) cycles on serum stored at − 25°C using the modular E170 (Roche) electrochemiluminescence immunoassay showed a nonsignificant change between vitamin B12 concentrations in fresh versus single freeze-thaw samples and between concentrations in samples exposed to one versus multiple freeze-thaw cycles.
For sTfR, the mean T1 concentration was significantly lower (5.5%) than the baseline concentration. Pfeiffer et al[23] reported a nonsignificant decrease (< 1%) in sTfR concentration after one freeze-thaw cycle, when compared with samples stored at − 70°C, and observed a nonsignificant decrease of 2% in sTfR concentrations following subsequent freeze-thaw cycles.
There was no significant change in mean concentration after the freeze-thaw cycle for LDL, serum creatinine, serum albumin, total protein, ferritin, and TAG. Kachwaa et al in a similar study where serum was stored at − 20°C for 30 days have reported stability for creatinine, total protein, albumin, cholesterol, and TAG levels.[24] Albumin, cholesterol, creatinine, C-reactive protein, glucose, TAG, and vitamin B12 were seen to be robust among the studied analytes for up to 10 repeated thaw cycles compared with baseline level in the study conducted by Gislefoss et al.[22]
With the exception of serum albumin, all LSC concentrations were within acceptable TEa limits. The observed changes in freeze-thaw concentrations may be due to the leakage from blood cells, exchange of serum and erythrocyte content, serum clot formation, increased hematocrit, degradation of proteins, differential storage conditions and methods of assessment.
It is important to distinguish our results from studies comparing the stability of analytes exposed to single versus multiple freeze-thaw cycles, as our values are based on comparisons between single freeze-thaw and fresh samples (prior to freezing). As Kronenberg[25] notes, differences have shown to be greater after the first freeze-thaw cycle and thus may explain the larger differences in analyte concentrations observed in our study. Our findings suggest a single 1-month freeze-thaw cycle has no meaningful effect on serum and plasma concentrations of key micronutrient, noncommunicable disease (NCD), and inflammatory biomarkers. Further evidence is needed on the stability of analytes undergoing freeze-thaw processes compared with fresh samples.