Abstract
AbstractExtracellular vesicles (EVs) and their cargo constitute novel biomarkers. EV subpopulations have been defined not only by abundant tetraspanins (e.g., CD9, CD63 and CD81) but also by specific markers derived from their source cells. However, it remains a challenge to robustly isolate and characterize EV subpopulations. Here, we combined affinity isolation with superâresolution imaging to comprehensively assess EV subpopulations from human plasma. Our Single Extracellular VEsicle Nanoscopy (SEVEN) assay successfully quantified the number of affinityâisolated EVs, their size, shape, molecular tetraspanin content, and heterogeneity. The number of detected tetraspaninâenriched EVs positively correlated with sample dilution in a 64âfold range (for SECâenriched plasma) and a 50âfold range (for crude plasma). Importantly, SEVEN robustly detected EVs from as little as âź0.1Â ÎźL of crude plasma. We further characterized the size, shape and molecular tetraspanin content (with corresponding heterogeneities) for CD9â, CD63â and CD81âenriched EV subpopulations. Finally, we assessed EVs from the plasma of four pancreatic ductal adenocarcinoma patients with resectable disease. Compared to healthy plasma, CD9âenriched EVs from patients were smaller while IGF1Râenriched EVs from patients were larger, rounder and contained more tetraspanin molecules, suggestive of a unique pancreatic cancerâenriched EV subpopulation. This study provides the method validation and demonstrates that SEVEN could be advanced into a platform for characterizing both diseaseâassociated and organâassociated EV subpopulations.
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📋 Methods
Affinity reagents
The following antibodies (Abs) were used in the experiments of this study: antiâCD9 (BioLegend, Cat# 312102; San Diego, CA, USA), antiâCD63 (Novus Biologicals, Cat# NBP2â42225; Centennial, CO, USA), antiâCD81 (BioLegend, Cat# 349502), antiâIGF1R (ganitumab, a kind gift from Dr. J.C. Williams), antiâcytochrome C (BD Biosciences, Cat# 556432; Franklin Lakes, NJ, USA), antiâsyntenin (Abcam, Cat# ab19903; Waltham, MA, USA) and antiâApoA1 (Abcam, Cat# ab52945) Abs, as well as goat antiârabbit (antiârabbit IgG; Invitrogen, Cat# A16112; Waltham, MA, USA), IRDye 800CW goat antiâmouse (LiâCor Biotechnology, Cat# 926â32210; Lincoln, NE, USA) and IRDye 680RD goat antiârabbit (LiâCor Biotechnology, Cat# 926â68071) secondary Abs. For ExoView experiments, fluorescently labelled antiâCD9âCF488A, antiâCD63âCF647 and antiâCD81âCF555 Abs from the manufacturer's kit were used (details below). Human lactadherin (MFGâE8), aa Leu24âCys387 (contains both C1 and C2 domains) was purchased from Novus Biologicals (Cat# 2767âMFâ050).
Antibody conjugation with fluorophore
AntiâCD9, antiâCD63 and antiâCD81 Abs were conjugated with Alexa Fluor 647 Nâhydroxysuccinimide (NHS) ester dye (AF647; Invitrogen, Cat# A20006) using previously reported protocol (Tobin et al., 2018 ). The degree of labelling was assessed by spectrophotometry using a NanoDrop 1000 instrument (Thermo Fisher Scientific). Typical degree of labelling was 1.0â1.5.
Human plasma samples and patient cohort
Two types of human plasma samples were used in this study. The pooled human plasma was used as healthy control. Pooled human plasma (blood derived) was obtained from Innovative Research (Cat# IPLAWBK2E50ML, LOT# 34553; Novi, MI, USA). According to the protocol of Innovative Research, whole blood was collected from donors in an FDAâapproved collection centre by the manufacturer. The blood was collected in K2 ethylenediaminetetraacetic acid (EDTA) containing dry blood collection bag, and it was span at 5000 Ă g for 15 min in a refrigerated centrifuge. Plasma was isolated with a plasma extractor, frozen and shipped on dry ice. Upon receipt, the plasma was stored at â80°C. The plasma from four PDAC patients (P1âP4) included in this study was collected under the Institutional Review Board (IRB) number 06129 (City of Hope Comprehensive Cancer Center) after informed consent was obtained from each subject. Blood from PDAC patients was collected in EDTAâcontaining lavender top blood collection tubes and was kept on ice until processed (typically within 1 h or less). The blood was transferred into a 15âmL conical tube and centrifuged at 1200 Ă g for 15 min at room temperature (RT). The plasma fraction was carefully transferred to a 15âmL conical tube and aliquoted into cryovials. The vials were immediately frozen and stored at â80°C. The experimental team involved in this study was blinded to patient characteristics and was unblinded after all data collection and analysis were completed.
Show full methods section
Affinity reagents
The following antibodies (Abs) were used in the experiments of this study: antiâCD9 (BioLegend, Cat# 312102; San Diego, CA, USA), antiâCD63 (Novus Biologicals, Cat# NBP2â42225; Centennial, CO, USA), antiâCD81 (BioLegend, Cat# 349502), antiâIGF1R (ganitumab, a kind gift from Dr. J.C. Williams), antiâcytochrome C (BD Biosciences, Cat# 556432; Franklin Lakes, NJ, USA), antiâsyntenin (Abcam, Cat# ab19903; Waltham, MA, USA) and antiâApoA1 (Abcam, Cat# ab52945) Abs, as well as goat antiârabbit (antiârabbit IgG; Invitrogen, Cat# A16112; Waltham, MA, USA), IRDye 800CW goat antiâmouse (LiâCor Biotechnology, Cat# 926â32210; Lincoln, NE, USA) and IRDye 680RD goat antiârabbit (LiâCor Biotechnology, Cat# 926â68071) secondary Abs. For ExoView experiments, fluorescently labelled antiâCD9âCF488A, antiâCD63âCF647 and antiâCD81âCF555 Abs from the manufacturer's kit were used (details below). Human lactadherin (MFGâE8), aa Leu24âCys387 (contains both C1 and C2 domains) was purchased from Novus Biologicals (Cat# 2767âMFâ050).
Antibody conjugation with fluorophore
AntiâCD9, antiâCD63 and antiâCD81 Abs were conjugated with Alexa Fluor 647 Nâhydroxysuccinimide (NHS) ester dye (AF647; Invitrogen, Cat# A20006) using previously reported protocol (Tobin et al., 2018 ). The degree of labelling was assessed by spectrophotometry using a NanoDrop 1000 instrument (Thermo Fisher Scientific). Typical degree of labelling was 1.0â1.5.
Human plasma samples and patient cohort
Two types of human plasma samples were used in this study. The pooled human plasma was used as healthy control. Pooled human plasma (blood derived) was obtained from Innovative Research (Cat# IPLAWBK2E50ML, LOT# 34553; Novi, MI, USA). According to the protocol of Innovative Research, whole blood was collected from donors in an FDAâapproved collection centre by the manufacturer. The blood was collected in K2 ethylenediaminetetraacetic acid (EDTA) containing dry blood collection bag, and it was span at 5000 Ă g for 15 min in a refrigerated centrifuge. Plasma was isolated with a plasma extractor, frozen and shipped on dry ice. Upon receipt, the plasma was stored at â80°C. The plasma from four PDAC patients (P1âP4) included in this study was collected under the Institutional Review Board (IRB) number 06129 (City of Hope Comprehensive Cancer Center) after informed consent was obtained from each subject. Blood from PDAC patients was collected in EDTAâcontaining lavender top blood collection tubes and was kept on ice until processed (typically within 1 h or less). The blood was transferred into a 15âmL conical tube and centrifuged at 1200 Ă g for 15 min at room temperature (RT). The plasma fraction was carefully transferred to a 15âmL conical tube and aliquoted into cryovials. The vials were immediately frozen and stored at â80°C. The experimental team involved in this study was blinded to patient characteristics and was unblinded after all data collection and analysis were completed.
Size exclusion chromatography
(SEC) enrichment of EVs from plasma EVs from pooled human plasma or PDAC patient plasma were enriched using Izon qEVoriginal Legacy 70 nm size exclusion chromatography (SEC) columns (Izon Science, Cat# SP1; Portland, OR, USA). Following column equilibration with phosphateâbuffered saline (PBS), 400 ÎźL of plasma sample was loaded onto the column and 13 Ă 500 ÎźL fractions (F) were collected (F1âF13) following the collection of the 3 mL void volume (VV). For further experiments, combined fractions F1âF5 were used. Negative staining transmission electron microscopy (TEM) A 4 ÎźL of undiluted EV sample (SECâenriched EVs from human pooled plasma and PDAC patient plasma) or 1:2 diluted recombinant EV reference material, rEVs (Millipore Sigma, Cat# SAE0193â1VL; Burlington, MA, USA) (Geeurickx et al., 2019 ) was adsorbed onto glow discharged, carbonâcoated 200 mesh electron microscopy grids for 5 min. The grids were then sequentially washed in deionized (DI) water three times for 30 s and were contrasted with 1% (w/v) uranyl acetate solution three times for 10 s.
Transmission electron microscopy
(TEM) images were acquired on an FEI Tecnai 12 transmission electron microscope (Thermo Fisher Scientific) at an acceleration voltage of 120 kV using LaB 6 filament. The images were captured with a Gatan 2 k Ă 2 k CCD camera (Gatan; Pleasanton, CA, USA). The 4 Ă 4 Îźm 8âbit TEM images were converted into 16âbit images in ImageJ (National Institutes of Health, version 1.53t) and analysed using the TEM ExosomeAnalyzer software (version Aug 13, 2018) (KotrbovĂĄ et al., 2019 ), where individual EVs were outlined using the manual editing tool. The diameter and roundness of detected EVs were determined by the automatic analysis module, and EVs within the size range of 30â400 nm were considered. Samples from three independent repeats were analysed (in total 928 EVs were detected). Nanoparticle tracking analysis (NTA) The EV concentration and size distribution of rEVs and SECâenriched pooled human plasma samples were determined by nanoparticle tracking analysis (NTA) using an NS300 Nanosight instrument (Malvern Panalytical; Malvern, UK). The samples were injected into the sample chamber with a sterile syringe until the liquid reached the tip of the nozzle. All measurements were performed at RT. The samples for SECâenriched pooled human plasma EVs were diluted 1:10 in 1 mL PBS, the samples for rEVs were diluted 1:200 in 1 mL PBS. Using default settings, three measurements were completed, each including a 60âs movie captured at 30 frames per second with manual shutter and gain adjustments. For statistical analysis of the NTAâdetermined size in Figure 1 , only rEVs detected in the 30â400 nm size range were considered. FIGURE 1 Validation of EV size and shape measurements using SEVEN. (a) Scheme of an affinity isolated and fluorescently labelled EV. AntiâTSPAN Abs (mixture of unlabelled antiâCD9, antiâCD63 and antiâCD81 Abs) were covalently immobilized on the polymerâcoated glass coverslip surface. After affinity capture, EVs were stained using a mixture of fluorescently labelled antiâTSPAN Abs. (b) Raw SMLM image of TSPANâenriched EVs in red. (c) TSPANâenriched EVs are imaged in SMLM (red, signal from fluorescent antiâTSPAN Abs) and TIRF (green, signal from GFP). (d) Tessellation polygons (blue lines) are outlining SMLM localization (red dots); EV is outlined in white dashed line using the Voronoi tessellation algorithm described in Methods . (e) TEM image of EVs. (f) Number of detected EVs per ROI for spot coated with either a mixture of antiâTSPAN Abs or antiârabbit IgG control. (g) EV diameter detected with SMLM imaging and tessellation analysis (SMLM T ); SMLM imaging and EVSCAN analysis (SMLM E ); TEM and segmentation analysis; and NTA. (h) EV circularity detected with SMLM T , SMLM E and TEM. Box plots indicate interquartile range (box), median (centre line), mean (cross); the hollow dots (for TEM and SMLM) indicate EVs detected beyond 1.5âtimes the interquartile range (marked by the Whisker lines under and over the box). Error bars, SEM; *** indicates p < 0.001. Numerical values and p âvalues are provided in Tables S1 and S2 . Microfluidic resistive pulse sensing (MRPS) Microfluidic resistive pulse sensing (MRPS) measurements were performed using a Spectradyne nCS1 with hardware version 2.5.0.325 (Spectradyne; Signal Hill CA, USA). The microfluidic system was primed with a solution of 0.1% (v/v) Tweenâ20 in PBS (PBSâT 0.1%). Instrument parameters were automatically determined by the device, including pressure at each cartridge port and voltage at each bias electrode. We filtered our diluent with syringe filters of 0.02 Îźm (WhatmanÂŽ AnotopÂŽ 10) to avoid falseâpositive counts. Particle size distributions were determined using TSâ400 cartridges (65 to 400 nm). Samples were diluted 1:100 in PBSâT 0.1%. For each measurement, 7 ÎźL of diluted sample was applied to the cartridge. All experiments consisted of continuous acquisitions until the standard error reached
📊 Figures
FIGURE 1
Validation of EV size and shape measurements using SEVEN. (a) Scheme of an affinity isolated and fluorescently labelled EV. Antiu2010TSPAN Abs (mixture of unlabelled antiu2010CD9, antiu2010CD63 and an...
FIGURE 2
Overview of the isolation and characterization of EVs from pooled human plasma. (a) EVs from the pooled human plasma were enriched using Izon Legacy 70u00a0nm SEC columns; collected fractions were ass...
FIGURE 3
SEVEN for characterization of SECu2010enriched EVs from pooled human plasma. (a) Left, Tetraspaninu2010enriched EVs were detected using CF568u2010maleimide (labels available cysteine residues on the m...
FIGURE 4
SEVEN for characterization of EVs from crude pooled human plasma. (a) Number of detected TSPANu2010enriched EVs per ROI. The xu2010axis represents EV concentrations normalized to the highest applied E...
Figure images are served from the NIH/NLM PubMed Central Open Access Subset or Europe PMC; copyright remains with the publishers and authors.
💬 Discussion
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