| Literature DB >> 26539027 |
Xavier Le Guezennec1, Joanne Quah2, Louis Tong3, Namyong Kim1.
Abstract
PURPOSE: Tears are a particularly limited body fluid and commonly used in the diagnosis of patients who have ocular diseases. A popular method for analysis of ocular inflammation in tears uses Luminex® bead multiplex technology to generate valuable multiple cytokine profile outputs with 25-50 µl tear sample volume. We propose a method for measuring tear cytokines with 5 μl tear sample volume and 80% reduced Luminex reagents compared to previous protocols.Entities:
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Year: 2015 PMID: 26539027 PMCID: PMC4605753
Source DB: PubMed Journal: Mol Vis ISSN: 1090-0535 Impact factor: 2.367
Figure 1Overview of DropArray Technology. A: DA-Bead 96-well photograph. The plate follows 96-well microtiter plate standard specifications and accommodates drops of 5 µl up to 20 µl in hydrophilic well space surrounded by hydrophobic polytetrafluoroethylene (PTFE) space. B: Washing principle of DA-Bead with Curiox LT-MX washer. DA-Bead plate is placed in Washer LT-MX and sealed. Each drop assay is in line with an individual magnet, and focusing is performed for 30 s (Step 1). DA-Bead is rotated counter-clockwise to 120°, and washing buffer fills the plate from the bottom to the top (Step 2). DA-Bead is returned to the horizontal position. The rinsing chamber is then returned to a horizontal position and undergoes low velocity lateral shaking for 10 s at a speed of 20 rpm which is equivalent to a lateral shear force of 70.2 mm/s (Step 3). DA-Bead is rotated counter-clockwise to 120°, and the washing buffer is drained, producing a dry plate ready for the next reagent dispensing (Step 4). C: Bead count performance of experiments presented in this study on DA-Bead. Each dot represents the count for one analyte in a well. All bead counts are ≥50. Beads available per analyte in DA-Bead are reduced by 80% compared to conventional methods.
Figure 2Five-parameter logistic curve of DA-Bead. Curves from experiment 2 are presented in this figure. The blue dotted line represents the lower limit of quantitation (LLOQ) and the upper limit of quantitation (ULOQ) calculated with Bio-Plex Manager software. FitProb and ResVar are the fitting probability and the residual variance, respectively, calculated by Bio-Plex Manager software for the indicated curve. The concentration and the median fluorescence intensity (MFI) scale are in the log range.
Summary of precision and accuracy determination with four cytokine standards.
| Analytes | Experiment 1 | Experiment 2 | Inter-assay %CV | LOD pg/ml | ||||
|---|---|---|---|---|---|---|---|---|
| Detection range(LLOQ-ULOQ) pg/ml | Intra- Assay %CV | R2 | Detection range(LLOQ-ULOQ) pg/ml | Intra- Assay %CV | R2 | |||
| IL-6 | 2.41–2501.65 | 5.04 | 1.00 | 2.40–9820–03 | 1.18 | 1.00 | 9.71 | 1.5 |
| TNF-α | 2.47–2496.87 | 4.58 | 1.00 | 2.43–2505.28 | 3.17 | 1.00 | 6.00 | 0.78 |
| IL-1β | 4.98–16024.06 | 0.7 | 0.99 | 4.93–17882.88 | 5.15 | 1.00 | 8.41 | 1.19 |
| IFN-γ | 10.06–37464.21 | 4.38 | 1.00 | 9.87–38786.96 | 3.82 | 1.00 | 8.44 | 2.66 |
Detection range was determined with Bio-Plex manager software. LOD was calculated as the mean +2 SD of the blank in both experiments. Intra-assay %CV: Intra-assay precision for each individual experiment. Inter-assay %CV: interassay precision of both experiments. R2 was calculated by correlating measured concentration to expected concentration of standards.
Recovery assays of cytokine standards diluted in assay buffer.
| IFN-γ | IL-1β | IL-6 | TNF-α | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Input (pg/ml) | Mean ±
SD (pg/ml) | % Recovery | N | Input (pg/ml) | Mean ± SD (pg/ml) | % Recovery | N | Input (pg/ml) | Mean ± SD (pg/ml) | % Recovery | N | Input (pg/ml) | Mean ± SD (pg/ml) | % Recovery | N |
| 40,000 | 40,439±10803.46 | 101 | 4 | 20,000 | 16,139.82±8396.28 | 81 | 3 | 10,000 | NA | NA | 4 | 10,000 | NA | NA | 4 |
| 10,000 | 10,300.97±366.62 | 103 | 4 | 5000 | 5443.81±613.75 | 109 | 4 | 2500 | 2493.63±25.96 | 100 | 4 | 2500 | 2474.81±8.53 | 99 | 4 |
| 2500 | 2412.21±42.22 | 96 | 4 | 1250 | 1217.79±37.70 | 97 | 4 | 625 | 624.17±1.11 | 100 | 4 | 625 | 623.55±23.19 | 100 | 4 |
| 625 | 652.84±95.61 | 104 | 4 | 312.5 | 316.70±24.52 | 101 | 4 | 156.3 | 157.44±15.18 | 101 | 4 | 156.3 | 156.99±8.83 | 100 | 4 |
| 156.3 | 157.93±9.08 | 101 | 4 | 78.13 | 79.07±2.57 | 101 | 4 | 39.06 | 38.33±1.89 | 98 | 4 | 39.06 | 39.02±2.45 | 100 | 4 |
| 39.06 | 37.44±3.22 | 96 | 4 | 19.53 | 19.06±0.43 | 98 | 4 | 9.77 | 9.97±0.95 | 102 | 4 | 9.77 | 9.75±0.92 | 100 | 4 |
| 9.77 | 9.96±0.61 | 102 | 4 | 4.88 | 4.95±0.12 | 101 | 4 | 2.44 | 2.40±0.45 | 98 | 4 | 2.44 | 2.44±0.18 | 100 | 4 |
NA: Not available, values beyond upper limit of quantitation range Mean and Standard deviation (SD) is calculated based on two experiments, each with duplicate measurements.
Representative quality controls of four cytokines diluted in assay buffer.
| Analytes | IL-1β | IL-6 | IFN-γ | TNF-α | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Experiment 1 | Experiment 1 | Experiment 1 | Experiment 1 | |||||||||
| ID | expected pg/ml | Recovery % 2+ | % CV | expected pg/ml | Recovery % 2+ | % CV | expected pg/ml | Recovery % 2+ | % CV | expected pg/ml | Recovery % 2+ | % CV |
| QC1+ | 88–182 | 132 | 6.9 | 96–199 | 100 | 5 | 105–214 | 118 | 3 | 94–208 | 100 | 15 |
| QC2+ | 485–1008 | 107 | 3.2 | 532–1105 | 100 | 7 | 566–1176 | 100 | 3 | 483–1003 | 100 | 5.1 |
+ QC1, quality control at lower concentration ranges; QC2, quality control at higher concentration ranges. 2+ Measurement that was within the expected ranges was considered as 100% recovery. For the measurement higher than the upper ranges of the expected, the percent recovery is higher than 100%.
Level of four cytokines in 1000 patients pooled tear sample at 5 or 10 µl volume.
| Analytes | Experiment 1 (5 µl) # | Experiment 2 (5 µl) # | | Experiment 3 (10 µl) ## | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Mean±SD (pg/ml) | Intra-assay %CV | N | Mean±SD (pg/ml) | Intra-assay %CV | N | Inter-assay %CV | Mean±SD (pg/ml) | Intra-assay %CV | N | |
| IL-6 | 12.93±-1.42 | 19.58 | 3 | 9.19±0.86 | 9.41 | 3 | 20.84 | 15.81±0.45 | 2.86 | 2 |
| TNF-α | 1.03±-0.13 | 12.73 | 3 | 1.47±0.27 | 18.14 | 3 | 10.47 | 2.47±0.29 | 12 | 2 |
| IL-1β | NA+ | NA+ | 0+ | 1.49±0.45 | 30.37 | 22+ | NA | 2.4±0.08 | 3.23 | 2 |
| IFN-γ | 5.53±-0.98 | 17.62 | 3 | 5.87±0.39 | 6.78 | 3 | 12.04 | 9.23±0.7 | 7.58 | 2 |
#5 µl tear sample/5 µl beads reaction condition ## 10 µl tear sample/5 µl beads reaction condition. +IL-1β below detectable level. . 2+IL-1β with one well out of three wells below detectable level. Linear Correlation between results of 5 µl (Experiment 2) and 10 µl tears (Experiment 3) indicate R2=0.98
Analysis of approximate reagent cost per sample with conventional and DA-Bead method.
| Number of standards | 7 |
|---|---|
| Number of Blanks | 1 |
| Number of quality controls | 2 |
| Replicates for non experimental samples | 2 |
| Total wells for non samples | 20 |
| Number of patient samples | 25 |
| No of patient well replicates | 3 |
| Total wells for patient samples | 75 |
| Total number of wells used | 95 |
| Cost per plate of one conventional Luminex(4 cytokines) plate method | 1083 US$ # |
| Cost per plate of Luminex reagents(4 cytokines) using DA-Bead method | 216 US$ # |
| Cost per patient (Conventional Luminex; A) | 43 US$ ## |
| Cost per patient (DA-Bead Luminex; B) | 9 US$ |
| Savings (A-B) | 34 US$ |
| %Savings | 80% |
# Based on Millipore information online with Milliplex HCYTOMAG-60K (4 cytokines) as of 2015/04/13. ## Based on cost shared between patients on one plate defined with conditions as described.