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Dana Ridzon, Ruoying Tan, Julie Nguyen, Adam Broomer, and Caifu Chen, R&D, Applied Biosystems, 850 Lincoln Centre Dr., Foster City, CA 94404, USA Victor Ambros and Mark Israel, Dartmouth Medical School and the Norris Cotton Cancer Center, Hanover NH 03755 USA ABSTRACT Expression of 180 human miRNAs was examined using recently developed stem- loop primers for reverse transcription (RT) followed by real-time PCR. MicroRNAs can be quantified from as few as single cells or as little as 25 pg total RNA. The C T values correlated to the copy number over up to seven orders of magnitude. The TaqMan ® miRNA assays discriminated between two miRNAs that differed by as little as a single nucleotide, and between mature miRNAs and their precursors. This method allows accurate and sensitive miRNA expression profiling and uncovers precise changes of miRNA expression. Comparing to normal human brain, the glioblastoma multiforme (GBM) tumors have a distinct expression signature of miRNAs. Nearly half of miRNAs showed the reduced expression by > 2-folds. In contrast, only 13% miRNAs had increased expression (>2-folds) in GBM. Expression of miR-10a and miR-10b etc. located within class I HOX and miR-129, miR-139, and miR-153 etc. within class II HOX gene clusters is either elevated or reduced (>10-fold), suggesting that these miRNAs may be involved in brain cancers. INTRODUCTION MicroRNAs are endogenous RNAs of ~22 nucleotides that play important regulatory roles (1). More than 750 miRNAs have been identified across species. Their expression levels vary greatly among species and tissues (2). Low abundant miRNAs have been difficult to detect using current technologies. Here, we present a new real-time quantitation method termed looped-primer RT-PCR for accurate and sensitive detection of miRNAs as well as expression profiling for human brain tumors. MATERIALS & METHODS miRNA targets: 180 human miRNAs. Tissue RNA samples: Four normal human brain and two brain tumor (GBM) samples. Cells: Heat-treated OP9 cells were directly used for quantification. RT-PCR: The assay includes two steps, RT and PCR (Figure 1). RT reactions containing RNA samples, looped-primers, 1X buffer, reverse transcriptase, and RNase inhibitor were incubated for 30 min each, at 16 o C and at 42 o C. Real-time PCR was performed on an AB 7900HT Sequence Detection System. Data analysis: The copy number per cell was estimated based on the standard curve of synthetic lin-4 miRNA. Agglomerative hierarchical clustering between normal human brain and tumor tissues was performed by using CLUSTER program (3). The fold-change was calculated against Ambion’s brain RNA. REFERENCES 1. Bartel, D. 2004. Cell 116: 281-297 2. Kim, J. et al. 2004. PNAS 101:360-365 3. Eisen et al. 1998. PNAS 95:14863-14868 ACKNOWLEDGEMENTS We thank Achim Karger, Will Block, Andy Finn, Gene Spier, Mark Andersen, Manohar Furtado, and Peter Lundberg for helpful discussion. NOTES For Research Use Only. Not for use in diagnostic procedures. The PCR process and 5' nuclease process are covered by patents owned by Roche Molecular Systems, Inc. and F. Hoffmann-La Roche Ltd. Applied Biosystems, AB (Design) and FAM are registered trademarks of Applera Corporation or its subsidiaries. TaqMan is a registered trademark of Roche Molecular Systems, Inc. © 2005 Applied Biosystems. All rights reserved. 127PR07-01 MicroRNA Expression Signature in Human Glioblastoma Multiforme Brain Tumor RESULTS Fig. 1. Assay scheme Step 1. Stem-loop RT: Stem-loop RT primers are annealed to miRNA targets and extended in the presence of reverse transcriptase. Step 2. Real-time PCR: miRNA-specific forward primer, TaqMan® probe, and reverse primer are used for PCR. Quantitation of miRNAs is estimated based on measured C T values. Figure 2. Quantitation of synthetic lin-4 miRNA (A) Amplification plot of synthetic lin-4 miRNA over 7-logs. (B) Standard curve for lin-4 miRNA. C T values were plotted against copy number. Fig. 4. Single base discrimination of miRNA assays * Relative detection (%) calculated based on C T difference between perfectly matched and mismatched assays let-7a ugagguaguagguuguauaguu let-7b ugagguaguagguugugugguu let-7c ugagguaguagguuguaugguu let-7d agagguaguagguugcauagu let-7e ugagguaggagguuguauagu 2 1 3 2 1 5 4 miRNA RT primer Step 1: Stem-loop RT Step 2: Real-time PCR cDNA Forward primer Reverse primer F Q TaqMan probe R 2 = 0.999 R 2 = 0.998 15 20 25 30 35 40 2500 250 25 2 Number of cells C T miR-2 miR-7 miR-10a miR-10b miR-16 miR-20 miR-21 miR-22 let-7a let-7b let-7c let-7d let-7e let-7a 100 0.3 3.7 0.0 0.0 let-7b 0.0 100 0.3 0.0 0.0 let-7c 0.0 2.5 100 0.1 0.0 let-7d 0.1 0.0 0.0 100 0.0 let-7e 0.0 0.0 0.0 0.0 100 Synthetic miRNA target miRNA assay Relative detection (%) * Fig. 3. Quantification of miRNAs from single cells Table 1. Expression changes of miRNAs in GBM tumor Figure 5. Heat map displaying miRNA expression in normal brain (1-2) and glioblastoma brain tumors (3-4) 1 2 3 4 miRNA ID miR-199a miR-199-s miR-20N miR-16 miR-223 miR-10b miR-21 Let-7b miR-10a miR-182* miR-93 miR-34bN miR-30a-3p miR-15a miR-195 miR-28 miR-125b miR-100 miR-325N miR-217 miR-182 miR-200bN miR-25 miR-142-3p 1 2 3 4 miRNA ID Increased expression Decreased No/little change Fold change miRNA representatives No. % Down 10X miR-218, miR-124a, miR-124b, miR- 137, miR-184, miR-129, miR-33, miR- 139, miR-128b, miR-128a, miR-330, miR-133a, miR-203, miR-153, miR- 326, miR-105, miR-338, miR-133b, miR-132, miR-154*, miR-29bN 21 12 Down 2-10X miR-7N, miR-323, miR-219, miR-328, miR-149, miR-122a, miR-321, miR- 107, miR-190, miR-29cN, miR-95, miR- 154, miR-221, miR-299, miR-31, miR- 370, miR-331, miR-342, miR-340 etc. 66 37 Up 10X miR-10b, miR-10a, miR-96 3 2 Up 2-10X miR-182, miR-199b, miR-21, miR-124, miR-199a, miR-199-s, miR-199a*, miR- 106b, miR-15b, miR-188, miR-148a, miR-104, miR-224, miR-368, miR-23a, miR-210N, miR-183, miR-25, miR200cN, miR-373, miR-17-5p 21 11 1-2 fold miR-143, miR-186. miR-337, miR-30a- 3p, miR-355, miR-324-3p etc. 69 38 miR-184 miR-221 miR-33 miR-151 miR-139 miR-30c miR-222 miR-133a miR-19a miR-323 miR-127 miR-153 miR-137 miR-218 miR-9 miR-124b miR-95 miR-149 miR-340 miR-23bN miR-27bN miR-190 miR-197 miR-203 Slope = -3.4 R 2 = 0.999 Copy number (log 10 ) Threshold Cycle (C T ) B PCR cycle 1 10 -1 10 1 10 -2 0 5 10 15 20 25 30 35 40 A 40 35 30 25 20 15 10 0 1 2 3 4 5 6 7 8 70M copies 7 copies N o r m a l i z e d F A M T M s i g n a l ( R n )
Transcript

Dana Ridzon, Ruoying Tan, Julie Nguyen, Adam Broomer, and Caifu Chen, R&D, Applied Biosystems, 850 Lincoln Centre Dr., Foster City, CA 94404, USAVictor Ambros and Mark Israel, Dartmouth Medical School and the Norris Cotton Cancer Center, Hanover NH 03755 USA

ABSTRACT

Expression of 180 human miRNAs was examined using recently developed stem-loop primers for reverse transcription (RT) followed by real-time PCR. MicroRNAs can be quantified from as few as single cells or as little as 25 pg total RNA. The CT values correlated to the copy number over up to seven orders of magnitude. The TaqMan® miRNA assays discriminated between two miRNAs that differed by as little as a single nucleotide, and between mature miRNAs and their precursors. This method allows accurate and sensitive miRNA expression profiling and uncovers precise changes of miRNA expression. Comparing to normal human brain, the glioblastoma multiforme (GBM) tumors have a distinct expression signature of miRNAs. Nearly half of miRNAs showed the reduced expression by > 2-folds. In contrast, only 13% miRNAs had increased expression (>2-folds) in GBM. Expression of miR-10a and miR-10b etc. located within class I HOX and miR-129, miR-139, and miR-153 etc. within class II HOX gene clusters is either elevated or reduced (>10-fold), suggesting that these miRNAs may be involved in brain cancers.

INTRODUCTIONMicroRNAs are endogenous RNAs of ~22 nucleotides that play important regulatory roles (1). More than 750 miRNAs have been identified across species. Their expression levels vary greatly among species and tissues (2). Low abundant miRNAs have been difficult to detect using current technologies. Here, we present a new real-time quantitation method termed looped-primer RT-PCR for accurate and sensitive detection of miRNAs as well as expression profiling for human brain tumors.

MATERIALS & METHODSmiRNA targets: 180 human miRNAs.Tissue RNA samples: Four normal human brain and two brain tumor (GBM) samples.Cells: Heat-treated OP9 cells were directly used for quantification.RT-PCR: The assay includes two steps, RT and PCR (Figure 1). RT reactions containing RNA samples, looped-primers, 1X buffer, reverse transcriptase, and RNase inhibitor were incubated for 30 min each, at 16oC and at 42oC. Real-time PCR was performed on an AB 7900HT Sequence Detection System.Data analysis: The copy number per cell was estimated based on the standard curve of synthetic lin-4 miRNA. Agglomerative hierarchical clustering between normal human brain and tumor tissues was performed by using CLUSTER program (3). The fold-change was calculated against Ambion’s brain RNA.

REFERENCES1. Bartel, D. 2004. Cell 116: 281-2972. Kim, J. et al. 2004. PNAS 101:360-3653. Eisen et al. 1998. PNAS 95:14863-14868

ACKNOWLEDGEMENTSWe thank Achim Karger, Will Block, Andy Finn, Gene Spier, Mark Andersen, Manohar Furtado, and Peter Lundberg for helpful discussion.

NOTESFor Research Use Only. Not for use in diagnostic procedures. The PCR process and 5' nuclease process are covered by patents owned by Roche Molecular Systems, Inc. and F. Hoffmann-La Roche Ltd. Applied Biosystems, AB (Design) and FAM are registered trademarks of Applera Corporation or its subsidiaries. TaqMan is a registered trademark of Roche Molecular Systems, Inc. © 2005 Applied Biosystems. All rights reserved. 127PR07-01

MicroRNA Expression Signature in Human Glioblastoma Multiforme Brain Tumor

RESULTSFig. 1. Assay scheme

Step 1. Stem-loop RT: Stem-loop RT primers are annealed to miRNA targets and extended in the presence of reverse transcriptase.

Step 2. Real-time PCR: miRNA-specific forward primer, TaqMan® probe, and reverse primer are used for PCR. Quantitation of miRNAs is estimated based on measured CTvalues.

Figure 2. Quantitation of synthetic lin-4 miRNA

(A) Amplification plot of synthetic lin-4 miRNA over 7-logs. (B) Standard curve for lin-4 miRNA. CT values were plotted against copy number.

Fig. 4. Single base discrimination of miRNA assays

* Relative detection (%) calculated based on CT difference between perfectly matched and mismatched assays

let-7a ugagguaguagguuguauaguulet-7b ugagguaguagguugugugguulet-7c ugagguaguagguuguaugguulet-7d agagguaguagguugcauagulet-7e ugagguaggagguuguauagu

21

32

1

54

miRNA RT primer

Step 1:Stem-loop RT

Step 2:Real-time PCR

cDNA

Forward primer

Reverseprimer

FQTaqMan probe

R2 = 0.999

R2 = 0.998

15

20

25

30

35

40

2500 250 25 2

Number of cells

CT

miR-2

miR-7

miR-10a

miR-10b

miR-16

miR-20

miR-21

miR-22

let-7a let-7b let-7c let-7d let-7e

let-7a 100 0.3 3.7 0.0 0.0

let-7b 0.0 100 0.3 0.0 0.0

let-7c 0.0 2.5 100 0.1 0.0

let-7d 0.1 0.0 0.0 100 0.0

let-7e 0.0 0.0 0.0 0.0 100

Synthetic miRNA target

miR

NA

ass

ay

Rel

ativ

e de

tect

ion

(%) *

Fig. 3. Quantification of miRNAs from single cells

Table 1. Expression changes of miRNAs in GBM tumor

Figure 5. Heat map displaying miRNA expression in normal brain (1-2) and glioblastoma brain tumors (3-4)

1 2 3 4 miRNA IDmiR-199amiR-199-smiR-20NmiR-16miR-223miR-10bmiR-21Let-7bmiR-10amiR-182*miR-93miR-34bNmiR-30a-3pmiR-15amiR-195miR-28miR-125bmiR-100miR-325NmiR-217miR-182miR-200bNmiR-25miR-142-3p

1 2 3 4 miRNA ID

Increased expression Decreased No/little change

Fold change miRNA representatives No. %

Down 10X

miR-218, miR-124a, miR-124b, miR-137, miR-184, miR-129, miR-33, miR-139, miR-128b, miR-128a, miR-330, miR-133a, miR-203, miR-153, miR-326, miR-105, miR-338, miR-133b, miR-132, miR-154*, miR-29bN

21 12

Down 2-10X

miR-7N, miR-323, miR-219, miR-328, miR-149, miR-122a, miR-321, miR-107, miR-190, miR-29cN, miR-95, miR-154, miR-221, miR-299, miR-31, miR-370, miR-331, miR-342, miR-340 etc.

66 37

Up 10X miR-10b, miR-10a, miR-96 3 2

Up 2-10X

miR-182, miR-199b, miR-21, miR-124, miR-199a, miR-199-s, miR-199a*, miR-106b, miR-15b, miR-188, miR-148a, miR-104, miR-224, miR-368, miR-23a, miR-210N, miR-183, miR-25, miR200cN, miR-373, miR-17-5p

21 11

1-2 foldmiR-143, miR-186. miR-337, miR-30a-3p, miR-355, miR-324-3p etc. 69 38

miR-184miR-221miR-33miR-151miR-139miR-30cmiR-222miR-133amiR-19amiR-323miR-127miR-153miR-137miR-218miR-9miR-124bmiR-95miR-149miR-340miR-23bNmiR-27bNmiR-190miR-197miR-203

Slope = -3.4R2 = 0.999

Copy number (log10)

Thre

shol

d C

ycle

(CT)

B

PCR cycle

1

10-1

101

10-2

0 5 10 15 20 25 30 35 40

A40

35

30

25

20

15

10 0 1 2 3 4 5 6 7 8

70Mcopies

7copies

No r

mal

ized

FA

MTM

sig n

al (∆

Rn )

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