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Noninvasive In Vivo Measurement of Pb with a Portable XRF Device Linda Nie, Assistant Professor School of Health Sciences Purdue University
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Linda Nie, Assistant Professor School of Health Sciences Purdue University.

Apr 01, 2015

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Page 1: Linda Nie, Assistant Professor School of Health Sciences Purdue University.

Noninvasive In Vivo Measurement of Pb with a Portable XRF

Device

Linda Nie, Assistant ProfessorSchool of Health Sciences

Purdue University

Page 2: Linda Nie, Assistant Professor School of Health Sciences Purdue University.

Why portable x-ray fluorescence technology

Approach Results and discussion More work in progress Acknowledgements

Outline

Page 3: Linda Nie, Assistant Professor School of Health Sciences Purdue University.

Portable Multi-metals Fast More sensitive in some cases

Accessible, suitable for large population human studies

Why Portable XRF?

Page 4: Linda Nie, Assistant Professor School of Health Sciences Purdue University.

Soft tissue attenuationIt is difficult to detect signals

through tissue over 5 mm Soft tissue attenuation correction

◦Spectrum to determine the soft tissue thickness

Bone surface/volumn? (mfp in bone: 0.5 mm vs. 25 mm)

Bone Pb Quantification with Portable XRF- Disadvantage

Page 5: Linda Nie, Assistant Professor School of Health Sciences Purdue University.

Schematic plot

Page 6: Linda Nie, Assistant Professor School of Health Sciences Purdue University.

Overall: develop a portable XRF technology to quantify multiple metals in bone and skin

Hardware designselection of tube target, filter combination, and geometry design; selection of parameters

Methodology and algorithm development Consider in vivo situation Radiation risk assessment

Objectives

Page 7: Linda Nie, Assistant Professor School of Health Sciences Purdue University.

Monte Carlo simulations (MCNP) X-ray tube voltage, current, filter combinations;

x-ray tube target, geometry design etc.

Calculate minimum detection limit (MDL)

Approach - Hardware

2 bnMDL ct

( )m

t b

C ppmc

n n

Page 8: Linda Nie, Assistant Professor School of Health Sciences Purdue University.

Approach – calibration

2-A(2)( ) = A(1) exp(- ) (4) exp( (5) )

A(3)

xy x A A x

222

1 ( )i i

i

X y y x

Once the hardware design is determined ……

Method #1: peak fitting and traditional cal.

Page 9: Linda Nie, Assistant Professor School of Health Sciences Purdue University.

Method #2: background subtraction

Calibration – Cont.

21 1 1( ) = K bkg A c B c C

22 2 2(100 ) = K ppm A c B c C

21 1 1( ) = ( ) ( )K net K total A c B c C

= ( ) 100 / (100 )Concentration K net K ppm

K ( ) ( )2 concentration

live time = ( )

total K bkg

K net

Page 10: Linda Nie, Assistant Professor School of Health Sciences Purdue University.

Soft Tissue Thickness Determination

Page 11: Linda Nie, Assistant Professor School of Health Sciences Purdue University.

MC simulation

Experiments

Dosimetry

Page 12: Linda Nie, Assistant Professor School of Health Sciences Purdue University.

Phantom, goat bone, and cadaver bone experiments◦ICP-MS, KXRF

Human studies

Validation of the Technology

Page 13: Linda Nie, Assistant Professor School of Health Sciences Purdue University.

Lucite Thickness (mm)

Detection Limit (ppm)

0 2.31 4.12.04 7.13.08 11.84.08 18.64.92 25.9

Detection limit

Page 14: Linda Nie, Assistant Professor School of Health Sciences Purdue University.

Phantom Concentration

(ppm)

Portable XRF (ppm) KXRF (ppm) ICPMS (ppm)

0mm Lucite 1mm Lucite 2.72mm Lucite

0 -1.05±1.73 0.72±2.30 0.62±7.26 -.068±1.96 0.63±0.20

10 11.3±1.83 12.8±3.07 9.81±7.09 8.97±1.81 11.2±0.71

20 17.2±1.90 17.3±3.15 20.2±7.16 19.6±1.91 16.7±1.89

30 31.3±2.09 29.3±3.30 26.6±7.34 30.6±1.84 36.0±0.89

50 45.4±2.24 45.0±3.49 40.0±7.59 51.8±1.77 72.5±11.7

100 99.9±2.72 96.0±3.96 100±8.16 106±2.16 127±16.0

Bone lead concentration of phantoms using portable XRF, conventional XRF, and ICPMS

Page 15: Linda Nie, Assistant Professor School of Health Sciences Purdue University.

Goat Bone # Portable XRF (ppm) KXRF (ppm)0mm Lucite 1mm Lucite 2mm Lucite

1 19.7±1.95 15.4±3.05 22.2±5.31 23.5±1.64

9 2.73±2.23 0.84±2.72 6.33±5.30 4.5±1.40

12 29.9±2.00 32.3±3.17 30.5±5.32 31.5±1.75

13 13.6±1.79 15.6±2.91 19.1±5.06 12.3±1.49

Comparison of portable XRF and KXRF bone lead measurements for goat bones

(adjusted for Compton peak counts)

Page 16: Linda Nie, Assistant Professor School of Health Sciences Purdue University.

LXRF vs. KXRF for goat bones

0 5 10 15 20 25 30 35

-5

0

5

10

15

20

25

30

35

40

KXRFBare LXRF2mm LXRF

Concentration From KXRF (ppm)

Measure

d C

oncentr

ati

on f

rom

port

able

XR

F

(ppm

)

Page 17: Linda Nie, Assistant Professor School of Health Sciences Purdue University.

Bone KXRF LXRF (0mm) ICPMS ICPMS ICPMS

7202 21.37 1.51E+01

6895 13.17 1.03E+01

6900 22.63 1.30E+01 1.16E+01 9.87E+00 1.13E+01

6918 18.78 1.16E+01

7002 16.56 9.93E+00

7031 20.33 1.10E+01

7131 20.59 1.41E+01 1.23E+01 1.81E+01 1.40E+01

7142 15.72 7.39E+00 9.73E+00 8.03E+00 5.74E+00

7162 18.30 8.45E+00 8.47E+00 8.45E+00 6.82E+00

7168 6.90 3.04E+00 2.28E+00 1.50E+00 2.88E+00

Cadaver bone results

Overestimate backgroundSolution: a. ‘real’ bone phantoms; b. adjustment using MC simulation results;Surface bone? Pb distribution in bone.

Page 18: Linda Nie, Assistant Professor School of Health Sciences Purdue University.

Validation: KXRF vs. Portable XRF

Page 19: Linda Nie, Assistant Professor School of Health Sciences Purdue University.

Radiation Risk Skin dose of ~13 mSv and total body

effective dose of 1.5µSv compared with

Exposure limit of 500 mSv per year to extremities for occupational workers (no limit set for general public) and a typical whole body effective dose of 100 µSv for chest x-ray

Page 20: Linda Nie, Assistant Professor School of Health Sciences Purdue University.

System optimization – customized device Standardize the calibration process (true

bone equivalent phantoms, or MC simulations to adjust for differences)

Validation of the technology with a large human population

Apply the technology for metal epi and metal toxicology study

Bone Sr measurement

More work in progress

Page 21: Linda Nie, Assistant Professor School of Health Sciences Purdue University.

X-ray tube output simulation

Page 22: Linda Nie, Assistant Professor School of Health Sciences Purdue University.

In vivo simulation

Page 23: Linda Nie, Assistant Professor School of Health Sciences Purdue University.

Steven Sanchez, Graduate Student, School of Health Sciences, Purdue University

Aaron Specht, Graduate Student, School of Health Sciences, Purdue University

Dr. Lee Grodzins, ThermoFisher Niton

Dr. Marc Weisskopf, HSPH

Acknowledgement

Page 24: Linda Nie, Assistant Professor School of Health Sciences Purdue University.

Thank you!Questions??

Page 25: Linda Nie, Assistant Professor School of Health Sciences Purdue University.

Cadaver Bone Spectrum

Portable XRF Cadaver Measurement,Pb concentration ~20ppm

Page 26: Linda Nie, Assistant Professor School of Health Sciences Purdue University.

0 0.5 1 1.5 2 2.5 3 3.5 4 4.5 50

500

1000

1500

2000

2500

3000

Goat BonePlaster

Lucite thickness (mm)

Com

pto

n p

eak c

ounrs

(/s

)

Page 27: Linda Nie, Assistant Professor School of Health Sciences Purdue University.

Pilot studies – Methodology and Feasibility

ThermoFisher Niton: XL3t-GOLDD

Page 28: Linda Nie, Assistant Professor School of Health Sciences Purdue University.

1. 100 lbs vs. 3 lbs2. 30 mins vs. 2 min3. Multi-metals

Bone Pb Measurement Quantification with Portable XRF - Advantages