Commercial or ERCC | Commercial | Commercial | Commercial | Commercial | Commercial | Commercial | Commercial | Commercial | Commercial | Commercial | Commercial | Commercial | Commercial | Commercial | Commercial | Commercial | ERCC | Commercial | ERCC | Commercial | Commercial | ERCC | ERCC | ERCC | ERCC | ERCC | ERCC | ERCC | ERCC | ERCC | ERCC | ERCC | ERCC | ERCC | ERCC | ERCC | ERCC | ERCC | ERCC | ERCC |
Technology Type | NTA | NTA | NTA | TEM | cryo-EM | Filtration | RPS | RPS | RPS/OI | FC | FC | FC | FC | FC | FC | FC | FC | FC + Sorting | FC + Sorting | Optical Imaging | OI - dStorm | OI - dStorm | OI - TIRFM | Optical Imaging | Isoelectric detection | SERS | IC/IF | IC/seq | SEC | SEC | DGUC | UC | AFS | IC | IC | SEC + detection | Filtration/Immunocapture | Filtration | Immunocapture | IEF |
Bulk or single particle | Single | Single | Single | Single | Single | Bulk | Single | Single | Single | Single | Single | Single | Single | Single | Single | Single | Single | Single | Single | Single | Single | Single | Single | Single | Bulk | Single | Bulk | Bulk | Bulk | Bulk | Bulk | Bulk | Bulk | Bulk | Bulk | Bulk | Bulk/Bulk | Bulk | Bulk | Bulk |
Characterization | Characterization | Characterization | Characterization | Characterization | Characterization | Characterization | Characterization | Characterization | Characterization | Characterization | Characterization | Characterization | Characterization | Characterization | Characterization | Characterization | Characterization | Characterization | | Characterization | Characterization | Characterization | Characterization | Characterization | Characterization | Characterization | Characterization | Characterization | | | | | | | | Characterization | Characterization | | | |
Separation | | | | | | Separation | | | | | | | | | | | | Separation | Separation | | | | | | | | | | Separation | Separation | Separation | Separation | Separation | Separation | Separation | Separation | Separation | Separation | Separation | Separation |
Characterization/Separation Principle | Light scatter | Light scatter | Light scatter | Deflection of electron beam | Deflection of electron beam | Size | Perturbation of electrical resistance | Perturbation of electrical resistance | Perturbation of electrical resistance | Fluorescence detection | Light scatter/fluorescence detection | Light scatter/fluorescence detection | Light scatter/fluorescence detection | Light scatter/fluorescence detection | Light scatter/fluorescence detection | Fluorescence detection | Light scatter/fluorescence detection | Light scatter/fluorescence detection | Light scatter/fluorescence detection | Light scatter/fluorescence detection | Fluorophore photoswitching | Fluorophore photoswitching | Fluorescence detection | Nucleic acid cargo sequence | Isoelectric point | Raman scattering | Surface marker expression | Surface marker expression | Size | Size | Buoyant Density | Buoyant Density | Size, other interactions with sound waves | Surface marker expression | Surface marker expression | Size | Size/Surface marker expression | Size | Surface marker expression | Isoelectric point |
Data Analysis | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Fluid- phase or Solid-phase | Fluid-phase | Fluid-phase | Fluid-phase | Solid-phase | Fluid-phase | Fluid-phase | Fluid-phase | Fluid-phase | Fluid-phase | Fluid-phase | Fluid-phase | Fluid-phase | Fluid-phase | Fluid-phase | Fluid-phase | Fluid-phase | Fluid-phase | Fluid-phase | Fluid-phase | Solid-phase | Solid-phase | Solid-phase | Solid-phase | Solid-phase | Solid-phase | Solid-phase | Solid-phase | Solid-phase | Fluid-phase | Fluid-phase | Fluid-phase | Fluid-phase | Fluid-phase | Solid-phase | Solid-phase | Fluid-phase | Fluid-phase | Fluid-phase | Solid-phase | Fluid-phase |
Hardware (Instrument, Device) | Instrument | Instrument | Instrument | Instrument | Instrument | Instrument | Instrument | Instrument | Instrument | Instrument | Instrument | Instrument | Instrument | Instrument | Instrument | | | Instrument | | Instrument | Instrument | | | | Instrument | Instrument | Instrument | Requires Illumina NGS | Instrument | Instrument | Instrument | Instrument | Instrument | | | Instrument | Instrument | Instrument | Instrument | Instrument |
Assays (Reagents, Protocols) | Protocol | Protocol | Protocol | | Protocol | | Protocol | Protocol | | Protocol | Protocol | | | | | Reagents, Protocols | | | | Reagents, Protocols | Reagents, Protocols | | | Reagents | Protocols | Protocols | Reagents, Protocols | Reagents, Protocols | | | Protocol | | | Reagents, Protocols | Reagents, Protocols | Reagents, Protocols | | | | |
Points of Contact | | Sven Kreutel John Nolan | Duncan Griffiths | Barbara Smith Rienk Nieuwland | Alain Brisson | Wyatt Vreeland | Jared Lynch | Jean-luc Fraiken, Joshua Welsh John Nolan | Jean-luc Fraiken, Joshua Welsh | Stephanie Brunell | Brian Hall, Yoav Altman | Matthew B. Goff Joshua Welsh John Tigges, John Nolan, Brian Elicieri, Robert Raffai | Jennifer Jones, Joshua Welsh | Desmond Pink, Min Shi, Tess Stewart, Daniel Chiu | Joshua Welsh Ken Witwer | John Nolan | Daniel Chiu | Jennifer Jones, Joshua Welsh | Jim Higgenbothoam | George Daaboul, Ken Witwer | David Routenberg | Tijana Talisman | Eduardo Reategui | Ionita Ghiron | Hsueh-Chia Chang | Ya-Hong Xie | David Routenberg | David Routenberg | Jeff Franklin | Robert Raffai | Robert Raffai | Robert Coffey | Tony Huang | Louise Laurent, Saumya Das | David Routenberg | Angela Zivkovic | Eduardo Reategui | Hsueh-Chia Chang | Hsueh-Chia Chang | Hsueh-Chia Chang |
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Is sample preparation required? | Dilution or purification often needed | Purification needed for scatter detection. No purification needed for fluorescence detection. | Purification needed for scatter detection. No purification needed for fluorescence detection. | No purification needed. Dilution may be necessary, in case of large amounts of contaminating cells. | No purification needed. Dilution may be necessary, in case of large amounts of contaminating cells. | No | Filtration (0.22-0.45 μm filter) to remove aggregates. Dilution if sample is concentrated or viscous. | Dilution if sample is concentrated or viscous. Has in-line filtration. | Dilution if sample is concentrated or viscous. Has in-line filtration. | Dilution often required to avoid swarm detection. | Dilution often required to avoid swarm detection. | Purification needed for scatter detection. No purification needed for fluorescent detection. | Dilution often required to avoid swarm detection. | Dilution if sample is concentrated, PQ data provides optimal sample dilution for assay to prevent coincidence | Purification needed for scatter detection. | Pre-analytical sample enrichment possible but not required | Yes | Yes | Yes | Yes, for complex biofluids (e.g., plasma and seum) | Yes | Yes | Yes | No | No | Minimal | Depends on abundance of competing proteins in sample | Preferably, but not always | Minimal | No | No | No | Minimal | Centrifugation at 2000 xg to remove cells | Preferred (e.g., SEC, Captocore, or UF; depends on which markers are used). | Yes, ultracentrifugation and filtration | CCM, S, SA, P, U, T | Minimal (e.g.. dilution or 220 nm filtration) | Preferred | Minimal (dilution) |
Minimum input volume required (μL) | 200 μL | 500 μL (can recollect for additional analyses) | 200 μL | 1 μL | 10 μL | 20 μL | 35 μL | 3 µL | 3 µL | 45 μL | 20 μL | 5 μL | 5 μL | 90 μL | 25 μL | 5 μL | 1 μL | 100 μL | 4 ml | 25 μL (50 μL final run volume, common to dilute sample 2X or more). | 5 μL | 5 μL | 15 μL | No restrictions | 200 μL | 5 μL | 1 μL | 1 μL | 1 mL (depends on column) | 500 uL | 1 mL | 1 mL | 150 μL | 500 μL | 25 μL | 100 μL | 50 µL | 50 µL | 100 μL | 500 μL |
Maximum input volume permitted (μL) | 500 μL | 500 μL (can recollect for additional analyses) | 200 μL | 20 μL | 10 μL | No limit | 35 μL | 10 µL | 10 µL | 500 μL | 200 μL | 5000 μL | 300 μL | 400 μL | 25 μL | 5 μL | 10 μL | 100 μL | 100 ml | 50 μL | 150 μL | 150 μL | 15 μL | No restrictions | 200 μL | 1000 μL | 25μL | 100μL | 12 mL (depends on column) | 500 uL | 100 mL | 40 mL | 1.5 mL | 1000 μL | 4 mL | 900 μL | 1000 µL | 1000 µL | 2 mL | 3 mL |
Minimum input volume | Med | Med | Med | Low | Low | Low | Low | Low | Low | Low | Low | Low | Low | Low | Low | Low | Low | Med | High | Low | Low | Low | Low | N/A | Low | Low | Low | Low | High | Med | Med | Med | Med | Med | Low | Med | Low | Low | Med | Med |
Maximum input volume | Med | Med | Med | Low | Low | Very high | Low | Low | Low | Med | Med | High | Med | | Low | Low | Low | Med | High | Low | Med | Med | Low | N/A | Low | Med | Low | Low | High | Med | Med | High | Med | Med | High | Med | Med | Very High | High | High |
Speed (turnaround time/sample) | 3-15 minutes | 2 minutes | 4-5 minutes | 20 minutes | hours | 1 hour | 15 minutes | 3-5 minutes | 3-5 minutes | <1 minute | 2 minutes | 2-3 minutes | 2-3 minutes | 1 minute | 15-30 minutes | 2-3 minutes | 2-4 minutes | Analysis: 1-2 minutes. Sorting >1 hr | hours | 15-30 minutes | hours | hours | 10-15 minutes | N/A | hours | hours | 4 hours | 2 days | hours | 30 minutes | days | days | 1 hour | 30 minutes | 3-4 hr | hours | hours | 1 hour | hours | hours |
Speed (turnaround time)details | | | | 5 minutes to prepare sample, 15 minutes to image | | | | | | 96/hour | 96/3 hr | 96/3-4 hr | 96/3-4 hr | | | 96/3-4 hr | 96/3-4 hr | | | | | | | | | | | | | | | | | | | | | | | |
Speed (turnaround time) | High | High | High | High | Med | Med | High | High | High | High | High | High | High | High | High | High | High | Analysis: High; Sorting: Med | Med | High | Med | Med | High | N/A | Med | Med | Med | Low | Med | High | Low | Low | Med | High | Med | Med | Med | Med | Med | Med |
Throughput (# samples/5 days) | 150 (manual) - 500 (autoloader) | 1200 | 800 | 100 | 20 | 120 | 100-200 | 250-500 | 250-500 | 3000 | 1000 | 1000 | 1000 | 480-960 | 100-200 | 1000 | 480-960 when fully developed | Analysis: 1000. Sorting: 20 | 20 | 80-160 | 30 | 10 | 300 | N/A | 25 | 25 | 2000 | 96 | 5-10 | 20 | 2 | 1 | 50 | 120 | 960 | 40 | 30 | 100 | 15 | 25 |
Throughput details | | | | | | with autosampler and sample collector running 24 hr/day | | | | Each 96-well plate takes 1 hr to run | Each 96 well plate take 3 hr to run at 60x | Each 96 well plate take 3-4 hr to run | Each 96 well plate take 3-4 hr to run | Depends on number of replicate aspirations and number of washes between samples. | | Depends on instrument used | 96 samples per half day when fully developed | Analysis: 30-50 samples/ hour. Sorting: <1 sample/hr | | 5 hr/16 chips, 7 hr/32 chips | using ididi multi area slides | Depends on EV concentration, markers used,e tc. | 8 samples/hr | | | Depends on EV concentration | 4 hr/96-well plate, 8 plates/day | 2 days/96-well plate, 4 plates/week | Depends on column | | | | | can run 12 in parallel | 3-4 hr/96-well plate, 2 plates/day | | | | | |
Throughput | Med | High | High | Med | Low | Med | Med | Med | Med | High | High | High | High | High | Med | High | High when fully developed | Analysis: High. Sorting: Low | Low | Med | Low | Low | Med | N/A | Low | Low | High | Med | Low | Low | Low | Low | Med | Med | High | Low | Low | Med | Med | Low |
Yield | N/A | N/A | N/A | N/A | N/A | Near quantitative | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | 1-5% recovery | 107 EV/mg input material (assessed with fluorescent marker staining) | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | Difficult to assess (would need to quantify each subset [e.g., EVs, exomeres, supermeres] before/after) | Not established | Not established | Scalable based on rotor size mg quantaties | 0.9 | To be determined | Marker-dependent | >90% | >95% | > 90% | >80% | >70% |
Purity | N/A | N/A | N/A | N/A | N/A | >80% | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | >95% | >95% for stained epitopes | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | Difficult to assess (would need to quantify each subset [e.g., EVs, exomeres, supermeres] in the resulting fractions) | Not established | Not established | Variable, partially pure dependent on serial centrifugation steps | 0.9 | To be determined | Marker-dependent, better than single-marker immunocapture | TBD | >95% | Capable of removing >98% plasma protein and lipoprotein from plasma sample | High | >90% |
Time/labor | N/A | N/A | N/A | N/A | N/A | Hands on time: minutes/sample. Time on machine: 1 hr/sample. | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | 90 hr per run to isolate 2 subsets of 108 sEVs | 90 hr per run to isolate 2 subsets of 108 sEVs | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | 30 min hands-on time | 15-30 minutes per collection | 2 days | Variable, 4 hrs -3 days | 1 mL/hr per device | Currently a manual process that is labor-intensive | 4 hr/plate, 1 hr hands-on time | 1h hands-on time, 14h instrument time | 20 minutes hands-on time | 5 min hands-on time | 20 min hands-on time | 25 min hands on time, for experimental setup |
Scalability (for EV production) | N/A | N/A | N/A | N/A | N/A | Analytical | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | suitable for viral reporter assays | Practically limited to 108 EVs | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | Yes, can pool resulting fractions and concentrate by ultrafiltration. | one sample at a time | Up to six samples per UC run | Yes with concentration steps | Higher throughput with additional parallel devices | 24 samples/day with full-time effort using commercially available beads, not including evaluation of performance | Procedure is scalable. However, no significant economy of scale | 8 samples/day, captures EV/LPP/RBP fractions in parallel | Scaling to 5 L in progress | Can be scaled to 1L input | Can be scaled by using upstream concentration step (e.g., NanoEX) | Can be scaled by running multiple CIF devices in parallel |
Level of Automation. | None | None | None | None | None | High | None | None | None | Plate-loader option | Plate-loader option | Plate-loader option | Plate-loader option | Plate-loader option | None | None | None | None | None | None | None | None | None | None | None | None | None | None | Moderate. | automated sample collector | None | Partial; complicated spin perameters can be automated | Automated after initial setup | None | Moderate | None | None | Fully automated | None | Semi-automated |
Resolution (For Single EVP analysis / For Bulk analysis ) | Single EVP | Single EVP | Single EVP | Single EVP | Single EVP | Bulk | Single EVP | Single EVP | Single EVP | Single EVP | Single EVP | Single EVP | Single EVP | Single EVP | Single EVP | Single EVP | Single EVP | Single EVP | Single EVP | Single EVP | Single EVP | Single EVP | Single EVP | Single EVP | Bulk | Single EVP | Bulk | Bulk | Bulk | Bulk | Bulk | Bulk | Bulk | Bulk | Bulk | Bulk | Bulk | Bulk | Bulk | Bulk |
Discriminate/separate EVs vs. other exRNA carriers | No | Yes (fluorescence) | Yes (fluorescence) | Yes | Yes | Yes | No | No | Yes (fluorescence) | Yes (fluorescence) | Yes (fluorescence) | Yes (fluorescence) | Yes (fluorescence) | Yes, if appropriate fluorescent markers are used; multiangle analyses permits segregation based on RI standards. | Yes (fluorescence) | Yes (fluorescence) | Yes (fluorescence) | Exploratory | Yes (fluorescence) | Yes (surface capture & fluorescence) | Yes (surface capture & fluorescence) | Yes (surface capture & fluorescence) | Yes | No | Yes | Not tested | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes (fluorescence) | Yes | Yes (fluorescence) | Yes | Yes | Yes |
Assess/separate EV subpopulation heterogeneity | Not well | Yes, if appropriate fluorescent markers are used | Yes, if appropriate fluorescent markers are used | Yes | Yes | Yes, by size | No | No | Yes, if appropriate fluorescent markers are used | Yes, if appropriate fluorescent markers are used | Yes, if appropriate fluorescent markers are used | Yes, if appropriate fluorescent markers are used | Yes, if appropriate fluorescent markers are used | Yes, if appropriate fluorescent markers are used; multiangle analyses permits segregation based on RI standards. | Yes, if appropriate fluorescent markers are used | Yes, for CD63/CD81/CD9 | Yes | limited to 4-6 paramters | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | No | No | Yes | Yes | Yes | Yes | Possible | Possible | Yes | Yes | Possible |
Quantification of/separation by EV size | Yes | Yes | Yes | Yes | Yes | Yes, with DLS and MALS detector | Yes | Yes | Yes | Exploratory with membrane dyes | Exploratory with membrane dyes | Yes | Yes (vFC) | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | No | No | No | No | No | Yes | Yes | N/A | No | No | No | No | Possible | No | No | No | No |
Quantification of EV concentration | Yes | Yes | Yes | Relative | Relative | Yes, with MALS detector | Yes | Yes | Yes | Exploratory with membrane dyes | Exploratory with membrane dyes | Yes | Yes (vFC, light scatter) | High precision, but accuracy is limited due to lack of validated standards | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | No | No | Yes | Yes | Relative | Relative | N/A | N/A | N/A | No | No | No | No | Yes | No | No | No | No |
Protein | Yes, if appropriate fluorescent markers are used | Yes, if appropriate fluorescent markers are used | Yes, if appropriate fluorescent markers are used | Yes, if appropriate gold-labeled markers are available | Yes, limited to surface proteins, if appropriate gold-labeled markers are available | Yes, with multi-wavelength UV detecor | No | No | Yes, if appropriate fluorescent markers are used | Yes, if appropriate fluorescent markers are used | Yes, if appropriate fluorescent markers are used | Yes, if appropriate fluorescent markers are used | Yes, if appropriate fluorescent markers are used | Yes, if appropriate fluorescent markers are used | Yes, if appropriate fluorescent markers are used | Yes, for CD63/CD81/CD9 | Yes | Yes, if appropriate fluorescent markers are used | Yes, if appropriate fluorescent markers are used | Yes (if fluorescently labeled antibody is available) | Yes | Yes | Yes | No | Yes | Yes | Yes | Yes | N/A | N/A | N/A | N/A | N/A | Selects for specific protein targets | Selects for specific protein targets | Yes, quantify total protein by UV at 280nm | Selects for specific protein targets | N/A | N/A | N/A |
Nucleic Acid | Yes, with non-sequence-specific nucleic acid dyes or molecular beacons | Yes, with non-sequence-specific nucleic acid dyes or molecular beacons | Yes, with non-sequence-specific nucleic acid dyes or molecular beacons | Yes, with embedding/sectioning and in situ hybridization probes | No | Yes, with multi-wavelength UV detecor | No | No | Yes, if appropriate fluorescent markers are used | Yes, with non-sequence-specific nucleic acid dyes or molecular beacons | Yes, with non-sequence-specific nucleic acid dyes or molecular beacons | Yes, with non-sequence-specific nucleic acid dyes or molecular beacons | No | Yes, with non-sequence-specific nucleic acid dyes or molecular beacons | Yes, with non-sequence-specific nucleic acid dyes or molecular beacons | No | Yes, if appropriate fluorescent markers are used | Yes, with non-sequence-specific nucleic acid dyes or molecular beacons | TBD | In development | Yes | Yes | Yes | Yes | Yes | Yes | No | No | N/A | N/A | N/A | N/A | N/A | No | No | Yes, quantify total nucleic acid by UV at 260 nm | Selects for specific RNA targets | N/A | N/A | N/A |
Lipid | Yes, with fluorescent lipid stains | Yes, with fluorescent lipid stains | Yes, with fluorescent lipid stains | Yes, only if specific gold-labeled markers are available. Until now limited to phosphatidylserine/ Annexin5 | Yes, only if specific gold-labeled markers are available. Until now limited to phosphatidylserine/ Annexin5 | No | No | No | Yes, with fluorescent lipid stains | Yes, with fluorescent lipid stains | Yes, with fluorescent lipid stains | Yes, with fluorescent lipid stains | Yes, with fluorescent lipid stains | Yes, with fluorescent lipid stains | Yes, with fluorescent lipid stains | Yes, VFred included | Yes, with fluorescent lipid stains | Yes, with fluorescent lipid stains | Yes, with fluorescent lipid stains | Yes, with fluorescent lipid stains | Yes, with fluorescent lipid stains | Yes, with fluorescent lipid stains | Yes, with fluorescent lipid stains | No | Yes | Yes | No | No | N/A | N/A | N/A | N/A | N/A | No | Yes, if high affinity lipid binding molecule is available. | Yes, quantify relative lipid content by UV+dRI | N/A | N/A | N/A | N/A |
Internal Cargo detection | Yes, with permeabilization and fluorescent staining | Yes, with permeabilization and fluorescent staining | Yes, with permeabilization and fluorescent staining | Limited information on internal EV cargo using negative staining, possible with embedding/sectioning | Limited information on internal EV cargo, due to the lack of reliable and non-damaging methods for EV permeabilization | Yes, UV, MALS and DLS detectors | No | No | Yes, with permeabilization and fluorescent staining | Yes, with permeabilization and fluorescent staining | Yes, with permeabilization and fluorescent staining | Yes, with permeabilization and fluorescent staining | Yes, with permeabilization and fluorescent staining | Yes, with permeabilization and fluorescent staining | Yes, with permeabilization and fluorescent staining | No | Yes, with permeabilization and fluorescent staining | Yes, with permeabilization and fluorescent staining | Yes, with permeabilization and fluorescent staining | Yes, with permeabilization and fluorescent staining | Yes | Yes | Yes | Yes, only with membrane penetrating moiety | Yes | Yes | Yes | No | N/A | N/A | N/A | N/A | N/A | Yes | Yes | Yes | Yes | N/A | N/A | N/A |
Structure | No | No | No | Yes | Yes | Limited | No | No | No | No | No | No | No | No | No | No | No | No | No | No | Yes | Yes | No | No | No | No | No | No | N/A | N/A | N/A | N/A | N/A | No | No | Yes | No | N/A | N/A | N/A |
Colocalization | No | Yes, 2 markers at a time | No | Yes, if gold markers are available. Limited to 2 components | Yes, if gold markers are available. Limited to 2 components | No | No | Yes, 3 markers at a time | Yes, 3 markers at a time | Yes | Yes, 5 or more targets depending on configuration | Yes | Yes, up to 8 targets | Yes | Yes, 2 markers at a time | Yes, of CD63/CD81/CD9/lipid | Yes | Yes | Yes | Yes | Yes ( laser dependent) | Yes (up to 3 targets, but laser dependent) | Yes | Yes | Yes | Yes | Yes | Yes | N/A | N/A | N/A | N/A | N/A | Yes | Yes | No | Yes | N/A | N/A | N/A |
Relative copy number quantification (case vs control) | limited by photo- bleaching | Yes | Yes | yes, with gold markers | yes, with gold markers | No | No | No | No | Yes, if standards used | Yes, if standards used | Yes, if standards used | Yes, if standards used | Yes, if standards used | Yes | Yes, if standards used | Yes | Yes | Yes | Yes, if standards used | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | N/A | N/A | N/A | N/A | N/A | Yes | No | No | No | N/A | N/A | N/A |
"Absolute" copy number quantification | No | No | No | No | No | No | No | No | No | No | No | MESF calibration feasible, but >10 MESF limit of detection | MESF calibration feasible, but >10 MESF limit of detection | Yes, if standards used | No | MESF calibration feasible, but >10 MESF limit of detection | Yes | MESF calibration feasible, but >100 MESF limit of detection | No | No | Detected fluorescent molecules/EV depends on analysis platform | Detected fluorescent molecules/EV depends on analysis platform | No | No | Yes | No | No | No | N/A | N/A | N/A | N/A | N/A | No | No | No | No | N/A | N/A | N/A |
Lowest working concentration (particles/mL) | 106 | 5x105 | 106 | 108 | 108 | 108 | 1-5x108 (depends on size) | 107 | 107 | No lower limit | 103 | No lower limit | 107 | LOB/LOD/LLOQ need to be defined for each assay, internal data suggest detection of 300 GFP retrovirus particles in PBS and 4000 GFP retrovirus particles when spiked into serum | 107 | 107 | 108 | Analysis: 2x104. Sorting: 108 | Sorting: 108 needed. Analysis: 20,000 needed. | 5x106 | 5x108 | 5x108 | 104-105 | Depends on target and detection instrument used | < 103/μL (in process of optimization) | 106 - 107 (can be lower with surface functionalization) | 105 | 108 | N/A | Not known | Not known | Not known | N/A | Not known | Not known | 108 | Not known | Not known | Not known | Not known |
Sensitivity (particles/mL) | High | High | High | Med | Med | High | Med | Med | Med | High | High | High | High | Low | Med | Med | Med | Med | Med | Med | Med | Med | High | Depends on target and detection instrument used | High | High | High | Med | N/A | Not known | Not known | Not known | N/A | Not known | Not known | Med | Not known | Not known | Not known | Not known |
Highest working concentration (particles/mL) | 109 | 109 | 109 | 1012 for small (100 nm) EVs; 106 for large EVs (>500 nM) | 1012 for small (100 nm) EVs; 106 for large EVs (>500 nM) | No limit | 1-5x1010 | 1012 | 1012 | 5x108 | 5x109 | 5x109 | 5x109 | 15,000-30,000 events/sec - depends on specific instrument - value must be qualified by empirical data. | 109 | 5x109 | 1011 | 109 | NA | 109 | 5x1011, but depends on preparation, area, etc | 5x1011, but depends on preparation, area, etc | 108-1010 | Depends on target and detection instrument used | 1012 | No Known Limit | 1010 | 1011 | N/A | Not known | Not known | Not known | N/A | Depends on # target molecules/particle | Not known | No known limit | Not known | Not known | Not known | Not known |
Sensitivity (#cargo/EV)) | Low | Low | Low | High | High | N/A | Low | Low | Low | High | High | High | High | LOW - again LOB/LOD/LLOQ must be defined under strict criteria, please see CLSI guideline H62 section 6.1.2.3 Detection Capability, for rare event detection please see CLSI guideline 5.3.2 Table 13. | High | High | High | Low | High | High | High | High | High | Depends on target and detection instrument used | Med | Med | N/A | High | N/A | N/A | N/A | N/A | N/A | N/A | N/A | Low | N/A | N/A | N/A | N/A |
Limit of detection (analytical limit for size detection, nm) | 30 nm | 40-50 nm for scatter; <40 nm for fluorescence. | 30 nm for scatter; 40 nm for fluorescence | 10 nm | 30 nm to several µm | Configuration- specific | 40 nm | 50 nm | 50 nm | 30 nm with fluorescence | 30 nm with fluorescence | 70 nm by scatter | 70 nm by scatter | 70 nm | 40 nm | 40-100 nm (Depends on instrument used) | ~30nm | 90 nm | 25 nm with fluorescence | 50 nm | Instrument dependent. 8 nm | Instrument dependent. 8 nm | 40 nm | N/A | 10 nm | No Known Limit, single molecule sensitivity | N/A | N/A | N/A | Depends on column | N/A | N/A | N/A | N/A | N/A | 1-200 nm | N/A | N/A | N/A | N/A |
Resolution (particle size limit of detection, nm) | High | High | High | High | High | High | High | High | High | High | High | Med | Med | High | High | Med-High (Depends on instrument used) | | Med | High | High | High | | High | N/A | High | N/A | N/A | N/A | N/A | Depends on column | N/A | N/A | N/A | N/A | N/A | High | N/A | N/A | N/A | N/A |
Limit of detection (analytical sensitivity in MESF) | Undefinable | In progress | Not known | N/A | N/A | N/A | N/A | N/A | FITC 50-100 MESF; PE 5-10 MESF | FITC <10 MESF, PE<5 MESF | FITC 4 MESF, PE 3 MESF | FITC 30 MESF, PE 10 MESF, APC 25 MESF | <10 MESF (fluorophore-dependent) | 5-20 MESF (fluorophore-dependent) | <10 MESF (fluorophore-and instrument-dependent) | Depends on instrument used | Dimmest <1% of Single Molecules | 300 MESF | PE 24 +/- 7.6 MESF | Depending on specificity of the affinity reagents. Can detect a single fluorescent molecule. | > 1 MESF | > 1 MESF | N/A | Depends on instrument used | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A | TBD | N/A | N/A | N/A | N/A |
Analytical Specificity | Depends on specificity of fluorescent affinity reagent | Depends on specificity of fluorescent affinity reagent | Detects any particle | Depends on specificity of morphology and markers | Depends on specificity of morphology and markers | Any material with refractive index different than buffer | Detects any particle | Detects any particle | | Depends on specificity of fluorescent affinity reagent | Depends on specificity of fluorescent affinity reagent | Depends on specificity of fluorescent affinity reagent | Depends on specificity of fluorescent affinity reagent | Depends on specificity of fluorescent affinity reagent | Depends on specificity of fluorescent affinity reagent | Depends on specificity of fluorescent affinity reagent | Depends on specificity of fluorescent affinity reagent | Depends on specificity of fluorescent affinity reagent | Up to 99%, depends on specificity of affinity reagent used | Based on antibody and negative control | Based on antibody and negative control | Based on antibody and negative control | > 95 % | Single-nucleotide specificity | "No False Neg" | 0.9 | Depends on specificity of affinity reagent used | Depends on specificity of affinity reagent used | N/A | N/A | N/A | N/A | N/A | Depends on specificity of affinity reagent used | Depends on specificity of affinity reagent used | Depends on sample prep, without UC and filtration before injection much lower | N/A | N/A | N/A | Depends on isoelectric point difference between targets |
File type | csv or pdf | avi (raw); txt (analysis); fcs | avi (raw), csv (individual parameters), pdf (reports) | Images | Images | .afe, .txt, .csv | .idsf, .csv | .h5, .xls, .pdf; (If analyzed using the open source RPSPASS software, file output options are .xlsx, .pdf, .mat, .fcs, and .json) | .h5, .xls, .pdf; (If analyzed using the open source RPSPASS software, file output options are .xlsx, .pdf, .mat, .fcs, and .json) | FCS | Amnis image file and FCS (can be imported into FCS Express and FlowJo) | fcs | fcs | .fcs, .pdf | .fcs, .nfa | Depends on instrument used | Variable | fcs | DiVa experiments for acquisition but this is instrument specific with standard FCS output or CSV statistics files | .xlsx | .tiff or output from NimOS or CODI | .mat, PDF, tif, or jpeg, figure can containing data or image | TIFF, JPEG | N/A | DTA files | txt file | .txt | NGS | Can be exported as Excel file | N/A | N/A | N/A | N/A | None | None | .cvs | N/A | N/A | N/A | N/A |
Software used for data analysis | Instrument software | Instrument software | Instrument software | ImageJ/Fiji, AMT (for camera) | ImageJ for size analysis | ASTRA | Instrument software | Instrument software and/or RPSPASS | Instrument software and/or RPSPASS | Instrument software (CellStream Analysis) and/or FCS Express and FlowJo | Instrument software (IDEAS) and/or FCS Express and FLowJo | CytExpert (free acquisition and analysis from manufacturer); FCS Express/Reader (3rd party) | Spectroflo (Cytek); and/or FCS Express and FlowJo | Instrument software and/or third party Flow Jo, FCS express, Kaluza, etc. | Yes, NF Professional | FCS Express/Reader (3rd party) | Yes/In House | Summit (Beckman); and/or FCS Express and FlowJo | DiVa experiments for acquisition but this is instrument specific with standard FCS output or CSV statistics files | Yes, ExoView | Yes; CODI cloud based software currently free of charge with no storage limit or lab-made python or matlab analysis code | Yes; Nikon and Matlab software | Yes, Matlab | N/A | No | WIRE, PyCharm, other classification programs | Methodical Mind or Discovery Workbench | In-house, R | No, Excel or other data processing software | N/A | N/A | N/A | N/A | None | None | Yes, Wyatt Technologies Astra software | N/A | N/A | N/A | N/A |
Accesibility for technology | Commercially available | Commercially available | Commercially available | Commercially available | Commercially available | Commercially available | Commercially available | Commercially available | Commercially available | Commercially available | Commercially available | Commercially available | Commercially available | Commercially available | Commercially available | Commercially available | In House | Commercially available | Commercially available with custom FSC-PMT | | + | + | +++ | Commercially available | In development | + | Commercially available instruments | Run on commercially available instruments | Commercially available | Commercially available | Commercially available (requires ultracentrifuge and rotors) | ++ (requires ultracentrifuge) | +++ | Commercially available reagents for certain targets. | Uses commercially available instrument | Commercially available | Commercially available | +++ | +++ | Not yet |
Operating expertise required (+, ++, +++) | + | + | + | ++ | +++ | +++ | ++ | ++ | ++ | ++ | +++ | ++ | ++ | +++ | ++ | ++ | +++ | +++ | +++ | + | ++ - +++ | +++ | + | ++ | + | + | + | +++ | ++ | + | ++ | ++ | + | ++ | ++ | ++ | + | + | ++ | +++ |
Reproducibilty and independent site validation | CV 2-8% | IQ/OQ | In progress | Ongoing | N/A | In progress | IQ/OQ | 5% precision in sizing | 7% precision in sizing | CV<3% | CV<10% | interwell CV<10%, interplate CV<20% | interwell CV<10%, interplate CV<20% | CV <10% (PMID: 33513846),Pink - summary for 8 different beads: repeatability MFI CV<1%, conc CV<5%, 30 day multiple operators, reproducibility MFI CV<6% , CV,<10% | IQ/OQ | interwell CV<10%, interplate CV<20% | Not known | Not known | Highly reproducibly, validated with orthogonal methodology | | Yes | Validated with orthogonal methods | Yes | Yes | Ongoing | Not known | Yes | Not done yet | Not done yet | Not done yet | Not done yet | Not done yet | Yes | Ongoing | Ongoing | Ongoing | Completed | Not done yet | Not yet done | Not done yet |
EV size tunability | No | No | No | No | No | Yes | Yes | Yes | Yes | Yes, with fluorescence and Mie scatter | Yes, with fluorescence and Mie scatter | 80-2000 nm | 80-2000 nm | No | Yes | 30-2000 nm (Depends on instrument) | N/A | 90-2000 nm | Separation based on size is limited. Separation is generally dependent on probes utilized | No | No | No | No | No | N/A | N/A | No | No | Yes, depends on selected resin | Yes | No | No | Yes | No | No | N/A | No | Yes | N/A | N/A |
Instrument cost | $216K (4 lasers, syringe pump, 96-well plate "Sample Assistant") | $75K (Scatter, zeta potential and 1 laser); $150K (4 lasers) | $75K (Scatter); $85K (1 laser) | ~$750K | >$500K | $250K | $45K | $50K | $200K (Laser: 488 nm (default) or 561 nm; with user-configurable filters) | $90K (10x magnification confocal with CCD camera, images not stored, 1 laser [blue]). $175K (4 lasers [blue, green, red, violet]). $300K (7 lasers) | $225K (40x magnification with 1 camera, images stored, 1 laser). $350K-$500K (60x magnification with 1-2 cameras, 4 lasers). | $62K (1-2 laser, autoloader) - $300K (6 lasers including UV laser, autoloader) | ~$200-300K depending on number of lasers. | $100-250K depending on configuration and add ons including autosampler, 3rd angle of light scatter detection, plate cooler, sorter | $205K (1 excitation source), $230K (2 excitation sources) | N/A | N/A | >$500K | >$500K | >$130K | ~$300K (includes software, hardware, computer, etc.) | >$500K | $180K | Standard research-grade microscope | No instrument needed | Raman microscope ~$200K | $100K | $100K for MiSeq,$350K for NextSeq | $15-80K for instrument. $1000-3000/column (typically, two columns are run in tandem; columns are re-usable). Resins used include Sepharose 6 and Sephacryl S-500. | $2850 for automated fraction collector (Izon) | Ultracentrifuge ($60K) +rotor ($15K) | Ultracentrifuge ($60K) +rotor ($15K) | $50K | No large equipment needed | $60K | $150K | $7K | $30k | No large equipment needed | No large equipment needed |
Cost per sample | No instrument-specific consumables. Depends on affinity reagents used (usually $5-10/well). | No instrument-specific consumables. Depends on affinity reagents used (usually $5-10/well). | No instrument-specific consumables. Depends on affinity reagents used (usually $5-10/well). | ~$35 (academic cost, includes reagents [$5] and instrument time) | $5 for EM grid | Minimal per sample cost | $6.50-$13 per sample | $13 per sample | $13 per sample | No instrument-specific consumables. Depends on affinity reagents used (usually $5-10/well). | No instrument-specific consumables. Depends on affinity reagents used (usually $5-10/well). | Minimal instrument-specific consumables (tubing and sheath fluid). Depends on affinity reagents used (usually $5-10/well). | No instrument-specific consumables. Depends on affinity reagents used (usually $5-10/well). | Minimal instrument-specific consumables (sheath fluid). Depends on reagents used (usually $5-10/well if patient sample used). | No instrument-specific consumables. Depends on affinity reagents used (usually $5-10/well). | $5-10 per well, depending on level of cargo multiplexing | N/A | No instrument-specific consumables. Depends on affinity reagents used (usually $5-10/well). | $150-200 | >$100 | Depends on imaging time, concentration of sample, and antibody price | Depends on imaging time, concentration of sample, and antibody price | $1.25-$1.50. Depends on imaging time, concentration of sample, and antibody price. | $300 per beacon (50 nmol scale) | 5 | $5-$10 | $1-5/sample/assay | Assay reagents: $10/sample; Library prep and Sequencing cost: $25/sample | 2 | $60/column (Izon qEV columns, can be reused a limited number of times) | $15/gradient for optiprep | Ultracentrifuge tubes | 3 | 50 | 20 | $20/sample | $3.50-$4.00. Dependent on imaging time, concentration of sample, and antibody price | $40 per sample | $15 (+ cost of antibodies) | 10 |