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Gene Expression on the Fluidigm BioMark HD
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Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

Aug 25, 2018

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Page 1: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

Gene Expression on the Fluidigm BioMark HD

Page 2: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

• Introduction to Fluidigm James Miller

• Advantages of the technology

• Running a Fluidigm gene expression project Paul Lacaze

• Assay design, chemistry, experimental workflow

• Data analysis

• Case study – miRNA expression in plasma

• Scientific Applications Talk Chris Hanh

Overview

Page 3: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

BioMark HD™ Real-Time PCR System

High-throughput qPCR based microfluidic technology for DNA,

RNA, miRNA analysis and next-gen library prep

Page 4: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

Technology

Page 5: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

Advantages of Fluidigm

Automate thousands of individual

PCR reactions

Greatly decrease number of

pipetting steps

Decrease amount of sample and

reagent used

Page 6: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

1,300

Page 7: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

54

Page 8: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

Outline

Page 9: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

Dynamic Arrays: Gene Expression

96.96 48.48

9,216 data points 2,304 data points

Page 10: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

Open Nanoflex Valve

Fluid Line

Control Line

Page 11: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

Closed Nanoflex Valve

Fluid LineFluid Line

Control Line

Page 12: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze
Page 13: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze
Page 14: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

Gene expression applications

Microarray Validation Large Patient Cohorts

Transcriptome Sequencing Validation

Page 15: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

Many samples (batches of 24, 48, 96 samples)

Easy workflow and quick time to result

Flexibility of assay selection

Ideal for 20-200 genes

qPCR vs Microarrays/RNA-seq- qPCR is more sensitive, higher dynamic range

- qPCR is often required for validation

- qPCR gives more rapid result, easier analysis

When is Fluidigm the best time choice for

Gene Expression?

Page 16: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

http://www.biomedcentral.com/1471-2164/12/144

"Fluidigm uses the quantitative PCR assays which are

highly sensitive with a dynamic range of at least 6-7

logs[19,22].

The dynamic range of the microarray is usually 3 to 4

logs[25,26]. In our hands, the maximum fold change

observed was around 3 for microarrays and 13 for

Fluidigm dynamic array."

Page 17: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

Fluidigm Gene Expression Chemistry Options

Page 18: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

Text box

96 cDNA Samples(Diluted STA product)

96 Assays

(primer pairs)

Workflow

9,216 PCR reactions

Page 19: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

Ct heat map

96

Samples

96 genes

Ct

Page 20: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

Fold-change heat map

96 Samples

Ct

96 genes

Page 21: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

Assay design

- Taqman vs EvaGreen

- Pre-existing vs new primers

Order chips and reagents

Reverse Transcribe and PreAmplify samples

Run Fluidigm chips

Analyse data

Fluidigm Gene Expression Project Workflow

Page 22: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

Gene Expression Experimnetal Workflow

STA cDNA

Prepare reagents and pipet into chip

Load chipqPCR on BioMark

Analyze data

Assay design

Reverse Transcription

Page 23: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

EvaGreen (SYBRGreen) vs Taqman

Chemistry

Page 24: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

Standard EvaGreen® Chemistry

Anneal/AmplificationDenature

Binds to ANY double stranded DNA target

i.e. NOT sequence specific

Page 25: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

Melt Curve Following PCR

Heat 65-95Product Melts at specific

Tm, Dye falls off

Page 26: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

Single Amplicon = Single Tm Peak

GAPDH

Page 27: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

• F/R primers with non-specific DNA-binging dye

= More economical than Taqman

• Can be prone to non-specific PCR products

(melt curve required)

• Flexible, easy to change genes in and out

Evagreen Pros and Cons

Page 28: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

Text boxFluidigm custom assay design service

Page 29: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

• Fluidigm-designed primers for genes/panels

• Minimize upfront cost of assays

• Uses EvaGreen Chemistry

• Amplicons designed to cross an intron

• Assays predicted to multiplex well

Fluidigm DELTAgene® Assays

Page 30: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

Taqman Assays

Page 31: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

• F/R primers with sequence specific probes

• One probe for each target = specificity

• Less likely to have non-specific PCR products

• More expensive

• Easier to use (all in one tube)

• Many people already have them

Taqman Assays Pros and Cons

Page 32: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

Multiplex

Primer Pool(0.2X or 500 nM)

Multiplex PCR

Master Mix DNA sample

(low conc)

14 cycles

Preamplified

DNA

Dilution

+ +

Specific Target Amplification (STA)

Done in 96 or 384-well plates

“off-chip”

Page 33: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

Specific Target Amplification (STA)

Page 34: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

BioMark (with STA) has excellent correlation with

the 7900

BioMark (with STA)

ABI 7900

r= 0.99

Page 35: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze
Page 36: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

PipettePrime PCR/Scan

20 min10 min 90/130 min

Workflow: Fast and Easy

Load

55/90 min

Page 37: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

• Easy conversion from standard qPCR

- Any chemistry can be used

- Miniaturization of reactions

• Samples/assays can be run in replicate to fill the

48 or 96 inlets

• Minimizes pipetting error and lab time

Key Fluidigm Summary Points

Page 38: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

• RT step is target/miRNA specific

- only miRNA reverse transcribed

• PreAmp using Megaplex primers or target-

specific primers

• Lab workflow same as Gene Expression

miRNAs

Page 39: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

16 Taqman miRNAs

Assays already in lab

Run in n6 = 96 assays

To be detected in varying levels in plasma

Some expressed at very low levels

Candidate early biomarkers of cancer

23 plasma samples

From cancer vs normal patients

Run in n4, plus 4-point std curve = 96 samples

Assays n6 x Samples n4 = n24 replicates

Case study – 96.96 IFCs

Page 40: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

16 miRNA x6

Cancer

Cell line

Normal

Page 41: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

Thank you!

Questions?

Paul Lacaze

[email protected]

Page 42: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

miRNAs

Page 43: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

Reproducibility of Expression Levels between

Fluidigm and ABI 7900 HT

- Tested reproducibility of miRNA expression by comparing Ct

values between ABI 7900 HT and Fluidigm

- Mean Ct values between the platforms were

Fluidigm 12.48 (± 0.49) CV=0.08

ABI 7900 HT 16.21 (± 0.82) CV= 0.06

- “Significant increase in sensitivity by microfluidics when qPCR

reactions are being carried out in nanoliter volumes”.

Page 44: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

Reproducibility of Expression Levels between

Fluidigm and ABI 7900 HT

Page 45: Gene Expression on the Fluidigm BioMark HD · • Introduction to Fluidigm James Miller • Advantages of the technology • Running a Fluidigm gene expression project Paul Lacaze

Fluidigm Project planning (Taqman)

Use existing Taqman assays directly on the Fluidigm system

For each Fluidigm IFC inlet, 3ul of Taqman req per geneEnough to measure expression from 48 or 96 samples depending on the chip format (48.48 or 96.96)

If users have less than 48 Taqman assays, that’s fine. Assays can be replicated on the chip as required (12 assays x4, 16 assays x 3 etc).

Empty inlets can also be filled with loading reagent and left blank if required

Users can use any mastermix that is compatible with Taqman chemistry (often the same MM already in their lab)