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Automating DNA Extraction George Kastanis, MS Microbiologist at FDA-CFSAN Molecular Methods & Subtyping Branch [email protected]
26

Automating DNA Extraction - APHL

Jan 22, 2022

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Page 1: Automating DNA Extraction - APHL

Automating DNA Extraction

George Kastanis, MS Microbiologist at FDA-CFSAN

Molecular Methods & Subtyping Branch

[email protected]

Page 2: Automating DNA Extraction - APHL

DNA Extraction Automation Analysis

• Current GenomeTrakr Labs

each perform between 500 – 1000 DNA

extractions annually

• Assessment based on these 2 sample numbers.

Page 3: Automating DNA Extraction - APHL

Comparisons between performing:

• Manual extraction,

• 1 QIAcube,

• 2 QIAcubes,

• 1 QIAsymphony.

Page 4: Automating DNA Extraction - APHL

COST AND TIME

QIAcube and QIAsymphony Comparison

Page 5: Automating DNA Extraction - APHL

QIAcube ($20,727.00)

QIAsymphony ($102,443.00)

Sunk Cost The cost that has already been incurred and cannot be recovered.

Cost Analysis

Page 6: Automating DNA Extraction - APHL

6

Total Cost = Cost analysis

Fixed Costs stay the same regardless of the amount of production Example: Utilities, Employee salaries

Variable Costs change depending on the amount of production Example: Production materials

+

For our comparisons, we will let utilities and employee salaries (fixed costs) be the same so our equation becomes:

Total Cost = Variable Cost

Page 7: Automating DNA Extraction - APHL

7

Item CAT# Cost/Unit DNeasy Blood & Tissue Kit (250) 69506 $700.00

Materials Used in Production

Page 8: Automating DNA Extraction - APHL

8

Materials Used in Production

Item CAT# Cost/Unit Filter Tips, 200ul (1024) 990332 $97.80

Filter Tips, 1000ul (1024) 990352 $98.70 QIAamp DNA mini QIAcube Kit (240) 51326 $795.00

Includes rotor adaptors, proteinase k, and buffers

Page 9: Automating DNA Extraction - APHL

Materials Used in Production

Item CAT# Cost/Unit Filter Tips, 200ul (1024) 990332 $97.80 Filter Tips, 1500ul (1024) 997024 $123.00

Elution Microtubules CL (24 x 96) 19588 $588.00 Sample-Prep Cartridges (8-well) (336) 997002 $137.00

8-rod covers (144) 997004 $96.50 QIAsymphony DSP Virus/Pathogen Mini Kit (192) 937036 $1,035.00

Page 10: Automating DNA Extraction - APHL

Total Material Cost vs Extraction Method

$-

$1,000.00

$2,000.00

$3,000.00

$4,000.00

$5,000.00

$6,000.00

$7,000.00

$8,000.00

$9,000.00

Manual QIAcube QIAsymphony

500 Samples 1000 Samples

Page 11: Automating DNA Extraction - APHL

Cost/Unit vs Extraction Method

$-

$1.00

$2.00

$3.00

$4.00

$5.00

$6.00

$7.00

$8.00

$9.00

$10.00

Manual QIAcube QIAsymphony

500 Samples 1000 Samples

Page 12: Automating DNA Extraction - APHL

Material Cost/DNA vs # of DNAs to Extract

12

y = 95.055x-0.478

y = 234.18x-0.504

y = 51.063x-0.421 $-

$5.00

$10.00

$15.00

$20.00

$25.00

$30.00

$35.00

$40.00

$45.00

$50.00

0 200 400 600 800 1000 1200

Mat

eria

l Cos

t/DN

A

# of DNAs to Extract

QIAcubeQIAsymphonyManual

Page 13: Automating DNA Extraction - APHL

Estimated Cost/Unit

13

Manual Cost/Unit = 51.063x-0.421

QIAcube Cost/Unit = 95.055x-0.478 QIAsymphony Cost/Unit = 234.18x-0.504

• These equations show estimated costs/unit, not exact • QIAsymphony cost/unit will never reach equal cost with the QIAcube cost/unit

• Manual cost/unit will equal the QIAcube cost/unit at approximately 50,000 DNAs!

Page 14: Automating DNA Extraction - APHL

COST AND TIME

QIAcube and QIAsymphony Comparison

Page 15: Automating DNA Extraction - APHL

Hourly Production Rate = # of Produced Units # of Production Hours/day

Hourly Production Rate

For our purposes: • “produced units” are DNAs and • “production hours/day” is 8 hours

Page 16: Automating DNA Extraction - APHL

QIAcube • Lysis done during run (on-instrument)

• Total Sample/Machine Prep Time • (1 run of 12): ~40 minutes

QIAsymphony • Has a 45 minute extra lysis step,

regardless of species (lysis off-instrument)

• Total Sample/Machine Prep Time • (1 batch of 24): ~1hr 45 minutes • (96 samples) : ~3hrs 30 minutes

Instrument Sample Prep Times

Page 17: Automating DNA Extraction - APHL

QIAcube Full run of 12 samples 75 minutes

QIAsymphony Batch of 24 samples 55 min Full run of 96 samples 3hrs and 40 min

Instrument Run Times

Page 18: Automating DNA Extraction - APHL

Units Produced vs Hours (1 QIAcube, 1 QIAsymphony - without prep in between runs)

0

20

40

60

80

100

120

140

0 2 4 6 8 10

Uni

ts P

rodu

ced

Hours

Manual

QIAcube

QIAsymphony

Manual 1 QIAcube 1 QIAsymphony Hourly Production Rate 7.5 DNAs/hr 6 DNAs/hr 12 DNAs/hr

Page 19: Automating DNA Extraction - APHL

Units Produced vs Hours (1 QIAcube, 1 QIAsymphony - with prep in between Runs)

0

20

40

60

80

100

120

140

0 2 4 6 8 10

Uni

ts P

rodu

ced

Hours

Manual

QIAcube

QIAsymphony

Manual 1 QIAcube 1 QIAsymphony Hourly Production Rate 7.5 DNAs/hr 7.5 DNAs/hr 12 DNAs/hr

Page 20: Automating DNA Extraction - APHL

Units Produced vs Hours (2 QIAcubes, 1 QIAsymphony - with prep in between Runs)

0

20

40

60

80

100

120

140

0 2 4 6 8 10

Uni

ts P

rodu

ced

Hours

Manual

2 QIAcubes

QIAsymphony

Manual 2 QIAcubes 1 QIAsymphony Hourly Production Rate 7.5 DNAs/hr 15 DNAs/hr 12 DNAs/hr

Page 21: Automating DNA Extraction - APHL

Units/Day vs Number of Days (All Methods)

0

50

100

150

200

250

0 2 4 6 8 10 12 14 16 18 20

Uni

ts/D

ay

Number of Days

QIAcube

QIAsymphony

2 QIAcubes

Manually500 DNA Goal 1000 DNA Goal

500 DNA Goal 1000 DNA Goal

500 DNA Goal 1000 DNA Goal

1000 DNA Goal 500 DNA Goal

Page 22: Automating DNA Extraction - APHL

Units/Day vs Number of Days (All Methods)

0

50

100

150

200

250

0 2 4 6 8 10 12 14 16 18 20

Uni

ts/D

ay

Number of Days

Units/Day vs Number of Days (All Methods)

QIAcube

QIAsymphony

2 QIAcubes

Manually$4,575.00 $8,105.30

$2,581.50 $4,171.50

$2,581.50 $4,171.50

$2,800.00 $1,400.00

Page 23: Automating DNA Extraction - APHL

Conclusions -1 QIAsymphony

• made with high throughput production in mind

• up to consumer to make the decision to buy

• cost to run is around double the QIAcube’s cost to run

• this cost never goes lower than the QIAcube’s cost to run

Page 24: Automating DNA Extraction - APHL

Conclusions -2 Choice of QIAsymphony:

if needing a large amount of samples extracted in a short period of time (e.g. work week)

for production greater than 144 DNAs daily output

If time is not a factor: manual extraction or QIAcube should always be chosen.

Page 25: Automating DNA Extraction - APHL

Conclusions -3

One disadvantage is that

the QIAsymphony has more materials that are consumed (6 vs 3) at different rates,

therefore, if not careful,

materials could run out before performing the following run.

Page 26: Automating DNA Extraction - APHL

Any Questions?