Rapid, Automated Analysis of Microplastics Using Laser ... · with traditional infrared microscopy...
Transcript of Rapid, Automated Analysis of Microplastics Using Laser ... · with traditional infrared microscopy...
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Rapid, Automated Analysis of Microplastics Using Laser Direct Infrared Imaging and Spectroscopy
Matthew R. Kole, PhDDipak Mainali, PhD
Agilent Technologies, Inc.Santa Clara, CA
August 6, 2019Rapid, Automated Analysis of Microplastics Using Laser Direct Infrared Imaging and Spectroscopy1
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“Big Questions” in microplastics (MPs)
August 6, 2019 Rapid, Automated Analysis of Microplastics Using Laser Direct Infrared Imaging and Spectroscopy2
• From where did these plastics originate?
• Are they harmful?
• Have they absorbed harmful compounds?
• Have they penetrated the food chain?
• How can the impact be mitigated?
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Fundamental questions in the routine analysis of microplastics
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• From where did these plastics originate?
• Are they harmful?
• Have they absorbed harmful compounds?
• Have they penetrated the food chain?
• How can the impact be mitigated?
• Does my sample (drinking/waste water, food, environmental sample) contain microplastics?
• How many?
• What size are they?
• What are their chemical identities?
Best strategy for answering these questions
= active area of research
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Strategies – what do you do once you’ve filtered the sample?
• Manual, by-eye approach– Inaccurate (unaided by analytical technique)– Time-consuming – Unlikely to determine chemical identity
• Wet chemistry & related methods– Physically intensive and time-consuming– Difficult for small or individual particles– Destructive – particle is gone, no opportunity for further analysis
• Optical micro-spectroscopy methods– Chemically-specific (get particle identities)– Non-destructive (leave the door open to further analysis)– Can be highly automated
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What is optical micro-spectroscopy?
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It’s a microscope:• Visible images of particles• Particle count• Particle size
It’s an infrared (IR) spectrophotometer:• Determine chemical identity of a
chemical compound by measuring interaction with infrared light
Res
pons
e
IR light
Single combined platform• MP counting, sizing, identification in one technology• Non-destructive: can perform subsequent analysis• Potential for automation or MP-specific workflows
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• Fully-automated infrared microscopy platform
• Utilizes a new laser light source
– Fast, crisp infrared images
– Laser-focused spectroscopy – ideal for small particles
• Removes many of the ‘chores’ associated with traditional infrared microscopy
– No liquid nitrogen, autofocus, auto collection of background data, etc.
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Routine, robust, automated microplastics analysis by non-expertsAgilent 8700 LDIR Chemical Imaging System
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IR Micro-Spectroscopy – what does it actually do?A material’s response (absorbance) to a wide range of infrared wavelengths produces a spectrum (signature) unique to each compound.
Thus, IR spectroscopy can be used for chemical identification!
Rapid, Automated Analysis of Microplastics Using Laser Direct Infrared Imaging and Spectroscopy
Sample
IR light source
Measure the response for each wavelength
Res
pons
e
IR wavelength
Match:Polystyrene!
Compare our spectrum against a library of known spectra
August 6, 20197
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IR Micro-Spectroscopy – what does it actually do?
A traditional IR micro-spectroscopy instrument spreads light over an area.
The good:• Look at multiple particles simultaneously
The bad:• Weak signals, slow analysis• Measures ‘empty space’ between MPs• Significant data processing• >30 seconds per spectrum typical
Solution: use a laser!
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Only a tiny fraction of the light can be absorbed.
10-µm particle
Incoherent light
IR reflective surface
Pictured: Agilent Cary 620 FTIR Microscope
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Laser Direct Infrared (LDIR) Spectroscopy
New instrument architecture • Bright, focused infrared laser source• Full automation provides a tailored
particle-specific workflow• Intuitive software and operation reduces
user influence and enhances consistency
Other advantages• One second per spectrum• Targeted analysis – near-zero time
measuring empty space• Real-time data processing and feedback
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Coherent laser light
“Laser focus”
All light reaches the particle
10-µm particle
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Workflow
Sample Preparation
Analysis Workflow – 8700 LDIR + Clarity software
Filter, digest, etc.
Suspend in Ethanol and Sonicate
Insert Sample
Locate particles
Compare to library
Update Statistics
Acquire Spectrum
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These steps are repeated for each microparticle located
Aliquot on reflective microscope slide
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Workflow
• Insert the sample
• Select an on-board microplastic library
• Draw a box over an area of interest
• Software acquires an image, automatically identifies particle locations
• User may specify a size range (ex. exclude very large or small particles)
• Software automatically takes a spectrum of each particle, performs a library match, continually updates statistics of all particles!
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LDIR imaging provides excellent contrast for identifying particle count, locations, sizes
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Training set samples – polycarbonate microplastics
• 41 identified particles over 25mm2
• Size range: 220μm – 25μm
• 90% matched as polycarbonate
• Of the others:– One was truly polyamide (dust) – One was polyester fiber (possibly
from clothing)
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Training set samples – polypropylene microplastics
• 112 identified particles over 283mm2
• Size range: 495μm – 25μm
• 90% matched as polypropylene
• Of the others:– Several were truly polyamide (dust) – Other contaminants
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Testing set samples – mixed microplastics
• Blend of 7 known components
• 72 identified particles over 126mm2
• Size range: 435μm – 25μm
• 94% match with known components in the blend
• Some particles were organic contaminants (cellulose-based)
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Sewage is used as fertilizer -route for microplastic contamination
Sample preparation protocol1
• Filtration and enzymatic digestion (protease, cellulase, chitinase, H2O2) to remove organic debris
• Density separation to remove inorganics like sand
Retained particles are suspended and aliquoted onto a slide for analysis.
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Effluent from wastewater treatment plantReal-world environmental sample
1 Löder et al., Enzymatic Purification of Microplastics in Environmental Samples.Environmental Science & Technology 2017 51 (24), 14283-14292
Sample courtesy of Dr. Jeff Prevatt, Deputy Director, Treatment Division,Pima County Regional Wastewater Reclamation Dept., Tucson, AZ
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LDIR Analysis of Wastewater Sample
5 mm × 5 mm analyzed1028 particles found
2.5 hours total time• 8 seconds per particle• Actual spectrum time 1 second• All automation, data processing overhead
included in this figure• No operator required for bulk of analysis
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Wastewater particle identification (1028 particles)
Polyamides were most prevalent• Wool, silk, nylon from textiles• Undigested protein-rich debrisFollowed by cellulosic particles, PTFE (Teflon), polystyrene
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Recently announced; shipping later this year.
Meanwhile…• Improving speed• Pushing to even smaller particles• Enhancing statistical analysis and reporting• Validating on real-world samples from diverse
sites in external labs
Workflow still in R&D—we need your [email protected]
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Routine, robust, automated microplastics analysis by non-expertsAgilent 8700 LDIR Chemical Imaging System
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Thank you!
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