Title: A CMOS Imager for DNA Detection
1A CMOS Imager for DNA Detection
- Samir Parikh
- MASc Thesis Defense
- Dept. of Electrical and Computer Engineering
- University of Toronto
- 24th January, 2007
2Outline
- Introduction
- Motivation and Objectives
- Design Details
- Experimental Results
- Conclusion
- Future Work
3Introduction DNA Microarrays
- DNA microarrays used to detect DNA sequence
concentration
Chemical Processing
DNA
ssDNA Fragments
- DNA is split into its two constituent strands
- One strand is broken into fragments
4Introduction Using DNA Microarrays
- Within a spot multiple identical ssDNA probes are
attached - Each spot is tailored to match with a particular
target ssDNA sequence - target ssDNA is created from Messenger RNA
extracted from a cell
5Introduction DNA Detection
- Solution containing target ssDNAfluorescing dye
molecule is introduced to the slide - Spots on the DNA microarray pair/unpair depending
on the nucleotide sequence of the probe and
target ssDNA - DNA microarray is washed to remove unpaired
target ssDNA
6Introduction DNA Detection
- Solution containing target ssDNAfluorescing dye
molecule is introduced to the slide - Spots on the DNA microarray pair/unpair depending
on the nucleotide sequence of the probe and
target ssDNA - DNA microarray is washed to remove unpaired
target ssDNA
7Introduction Basic Microarray Scanner
- Fluorescing dye molecule absorbs energy at ?1nm
and emits energy at ?2nm - Light detectors are discussed in the next slide
8Introduction Existing Light Detectors
- Commonly used detectors in microarray scanners
are - Photomultiplier Tube (PMT) - accurate
- Charge-Coupled Device (CCD) - fast
Detector Disadvantages
PMT Bulky Expensive PCB-level integration 10µm resolution ? Long scan time
CCD Needs to be cooled Monolithic integration is costly
9Motivation and Objectives
- Determine the feasibility of using standard CMOS
technology for light detection and quantification - Integrated
- Smaller
- Cheaper
- Validate the design without the use of cooling
- Reduce cost related to cooling
- Reduce power consumption due to cooling equip.
10Design Details Microarray Scanner
- Signal from entire spot captured at once
11Design Details Microarray Scanner
- Signal from entire spot captured at once
12Design Details Microarray Scanner
- Signal from entire spot captured at once
13Design Details Microarray Scanner
- Signal from entire spot captured at once
14Design Details Microarray Scanner
- Signal from entire spot captured at once
15Design Details Active Pixel Sensor (APS)
photons
- 5-transistor circuit with pseudo-differential
output - Pinned photodiode performs the photon-to-electron
conversion - Circuits has two phases reset and integration
16Design Details ?S Modulator
- 2nd Order Discrete-Time ?S
- Can be combined with a decimation filter for a
complete ADC - Boser-Wooley Architecture
- Delaying Integrators with 1bit feedback
- Folded-Cascode Op-amp used
17Design Details Fabricated Chip
TSMC 1P6M 0.18µm CMOS TSMC 1P6M 0.18µm CMOS
Core Area 690490 µm2
Die Area 1.21.4 mm2
18Experimental Results APS
Photodetector Type P/n-well/Psubstrate
Sensitivity to low light lt 2.6 ? 10-2 lux
SNR _at_ 2.6 ? 10-2 lux 16.6dB
Dark-signal_at_(room temp.) 10mV/sec
Source-Follower non-linearity 0.12
Photodetector Size 150µm ? 150µm
Pixel Size 162.5µm ? 154µm
Fill Rate 90
- Dark signal limits the integration time for the
APS - Low light sensitivity sets the min of photons
detectable
19Experimental Results ?S Modulator
- Simulation includes flicker and thermal noise
- Close matching between simulation and measured
20Experimental Results ?S Modulator
Discrete-Time 2nd Order Single-bit ?S Discrete-Time 2nd Order Single-bit ?S
Power Consumption 26.4 mW
Peak SNDR 75.9 dB
Effective Number of Bits 12 bits
Dynamic Range 74.63 dB
SFDR 85.5 dB
Sampling Rate 3.6 MHz
Nyquist Sampling Rate 14.2 kHz
- Commercial microarray scanners have 12 to 16-bits
accuracy - Sampling rate sets an upper limit on the maximum
light level - Sampling rate not critical, minimum light level
is more important
21Experimental Results Microarray Scanner Setup
22Experimental Results Microarray Scanner Setup
23Experimental Results Microarray Scanner Setup
24Experimental Results Microarray Scanner Setup
25Experimental Results Scanner Characterization
Slide
Decreasing dye density
- Slide contains spots with dilution series
- Each spot contains fluorescing dye molecules with
fixed density - Spot density (fluorophores/um2) decreases at a
fixed rate
26Experimental Results Microarray Scanner
27Experimental Results Commercial Microarray
Scanner
28Discussion Microarray Scanner
- Portability Potential
- Microarray scanner Smaller, integrated detector
w/o cooling - Agilent scanner PMT
- Detection Limit
- Microarray scanner 4590 fluorophores/um2
- Agilent scanner 4 fluorophores/um2
- Resolution and Scan time
- Microarray scanner Larger pixel?Entire spot
imaged at once - Agilent scanner 10µm resolution?takes longer to
image a spot - Microarray scanner Multiple pixels ? short scan
time - Agilent scanner Single element ? long scan time
(8 min/slide)
29Discussion APS
- Dark signal of APS not the limiting factor
- Background of the slide 1.5 ADU/sample
- Dark signal of the APS 0.08 ADU/sample
- Integration time of the APS is limited by the
slide background - Improve the sensitivity of the APS beyond
2.6?10-2 lux - Increase its conversion gain
- Reduce its read noise and reset noise
30Discussion Optical and Mechanical
- Improve optical coupling between
- APS ? fluorescing spots
- Use a focusing/collimating element
- Compensate for slide tilt
- Reduce laser noise and drift from 3 to 0.1
- Improved power supply
- Better laser control/feedback
31Conclusion
- Standard CMOS technology shows potential to be an
alternative to existing PMT/CCD detectors used in
microarray scanners - The detection limit of a microarray scanner is
determined by - Mechanical and Optical Non-idealities
- Detector Non-idealities
32Future Work
- Improve the conversion gain of the APS
- Reduce the read noise, and reset noise of the APS
- Improve the accuracy of the ADC
33Thank You
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