magnetoresistive biosensors for quantitative proteomics
TRANSCRIPT
CMOS Emerging Technologies Research Symposium, 2014
Magnetoresistive Biosensors for
Quantitative Proteomics
Prof. Drew Hall
Biosensors and Bioelectronics Group
Web: http://BioEE.ucsd.edu
University of California, San Diego
Applications of Biosensors
Slide 1
Biomedical Research• Drug discovery
• Kinetics of protein
interactions
Clinical Diagnostics• Disease detection
— HIV/AIDS
— Cancer
— Cardiovascular
(heart) disease
• Therapy progression
Environmental Testing• Water pollution
• Food contamination
• Toxins
Concept
Slide 2
Disposable
Test StickTest Stick
Reader
Outline
• Motivation and Applications
• Magnetic Biosensing
– Background
– High throughput readout
– Temperature correction technique
• CMOS Biosensor Microarray
– Circuit and system design
– Measurement results
• Conclusion
Slide 3
Capture Ab
immobilized
Sample
added
Detection
Ab addedMagnetic nano-
tags added
Sensor
readout
Slide 4
The Magnetic ImmunoassayR.S. Gaster, D.A. Hall, et al.
Nature Medicine 2009
Giant Magnetoresistive Spin-Valves (GMR SV)
Bias Point (90˚)
𝑴𝑹 =𝑹𝑨𝑷 − 𝑹𝑷
𝑹𝑷Parallel (0˚)
Antiparallel (180˚)
Slide 5
The GMR SV as a Biosensor
2
Magnetic biochip
Sensor resistance
changes from 1 2
Resi
stance
Time
1
2
net
signal
1
1 µm
20 µm
Slide 6
Sensor Noise Spectrum
Slide 7
D.A. Hall, R.S. Gaster, et al. - Biosensors and Bioelectronics 2010
B. de Boer, et al. Biosens. and Bioelec. 2007
Signal Modulation Scheme
Aytur, et al. Actuator and Microsystems 2002
S. Han, et al. ISSCC 2007
𝑰𝟎 𝒄𝒐𝒔 𝝎𝒄𝒕𝑽𝑮𝑴𝑹
𝒄𝒐𝒔 𝝎𝒇𝒕
Magnetic
Tickling
Field
Excitation
Slide 8
• Modulate the signal from magnetic nanotags away
from 1/f noise of sensor and interface electronics
• Electrical excitation and magnetic field modulated
𝑽𝑮𝑴𝑹 𝒕= 𝑰𝟎𝑹𝟎 𝐜𝐨𝐬 𝝎𝒄𝒕
+𝑰𝟎∆𝑹𝟎𝟐
𝐜𝐨𝐬 𝝎𝒄 ±𝝎𝒇 𝒕
High Throughput Readout
Slide 9
• Techniques used to reduce readout time
– Parallelized “column” readout
– Frequency division multiplexing (FDM)
– Time division multiplexing (TDM)
400 µm
4x8x8 GMR SV Array
64 sensors/scan
0 500 1000 1500 2000 2500 3000 3500 4000 4500-180
-160
-140
-120
-100
-80
-60
-40
-20
0
Two Tone Example
Spectral
Analysis
Spectrogram
Time
Frequency
Time
Slide 10
Temperature Induced Signals
ΔT > 20°CTime
Ca
rrie
r To
ne
Slide 11
TimeUn
co
rre
cte
d
Sid
e T
on
e
Temperature Correction
• Use the carrier tone to
measure relative
temperature change
• Corrected side tone
• κ is a predetermined
ratio of the TCMR/TCR
Slide 12
Time
Co
rre
cte
d
Sid
e T
on
e
Time
Ca
rrie
r To
ne
TimeUn
co
rre
cte
d
Sid
e T
on
e
𝜟𝑺𝑻 − κ ∙ 𝑪𝑻
Outline
• Motivation and Applications
• Magnetic Biosensing
– Background
– High throughput readout
– Temperature correction technique
• CMOS Biosensor Microarray
– Circuit and system design
– Measurement results
• Conclusion
Slide 13
System Architecture
Slide 14
Pseudo-differential analog front-end
Second order ΣΔ modulator
D.A. Hall, et al. – VLSI 2011, JSSC 2013
Carrier Suppression
• Resistive DAC (RDAC)
– Injects current 180° out of
phase to suppress carrier
– 6+1 bit R-2R ladder
Slide 15
30 dB
Analog Front-End
• Sensor interface
requirements
– Single ended input
– Fixed input potential
– High linearity
– Isolation from ADC
kickback
Slide 16
D.A. Hall, et al. – JSSC 2013
Enti
re C
hip
Technology: 0.18 μm (2P / 6M)
VddA / Vdd / VddD: 2.0 V / 2.1 V / 1.8 V
Readout Columns: 16
Area: 2.7 mm x 2.7 mm
Power Consumption: 55.8 mW
Fro
nt-
End Gain: 17.5 kΩ (84.9 dBΩ)
Input Referred Spot Noise: 120 pA/√Hz (58 nT/√Hz )
w\ sensors: 160 pA/√Hz (78 nT/√Hz )
Power Consumption: 19.8 mW (36 %)
AD
C
Sampling Frequency: 10 MHz
Oversampling Ratio: 500
Dynamic Range: 84 dB
Senso
rs # Sensors: 256
Readout Time: 4 s
Resistance / MR ratio: 1.5 kΩ / 11 %
Performance Summary
Slide 17
Sensor Die
Readout IC
Temperature Correction
Slide 18
-45°C-25°C
+25°C
-45°C-25°C
Temperature Correction
Slide 19
Proteomic Measurement Results
Slide 20
Secretory leukocyte peptidase inhibitor (SLPI)
Clinical Ovarian Cancer Data
Slide 21
p > 0.1
p > 0.1
p < 0.1
p < 0.1 p < 0.0005
p < 0.0001
p < 0.0001
Summary
• Demonstrated a scalable CMOS integrated
biosensing platform based on GMR SV sensors and
magnetic nanotags
– Fully quantitative and highly sensitive
– Large sensor array with multiplex detection
– Rapid real-time readout
– Carrier referenced temperature correction scheme
Slide 22
Acknowledgements
Slide 23
Richard S. Gaster
Harvard Med.
Sebastian J. Osterfeld
MagArray, Inc.
Kofi Makinwa
TU Delft
Shan X. Wang
Stanford
Boris Murmann
Stanford