Abstract
11
The blood -brain barrier (BBB) limits drug delivery to the brain and the movement of neurological 12
biomarkers between the brain and blood. Focused ultrasound-mediated blood-brain barrier opening (FUS-13
BBBO) noninvasively opens the BBB, allowing increased molecular transport to and from the brain 14
parenchyma. Despite being initially developed as a drug delivery method, FUS-BBBO has shown promise 15
both as a neuroimmunotherapeutic modality, and as a way of improving neurological disease diagnosis 16
via amplification of disease biomarker circulation. 17
Recently, the role of extracellular vesicles (EVs) in modulating the neuroimmune system and in improving 18
biomarker detection has sparked research interest . However, despite their potential role in modulating 19
FUS-BBBO-induced neuroimmunotherapy and their ability to improve biomarker specificity after 20
treatment, the EV response to FUS-BBBO had not been extensively characterized prior to this study. 21
In this study, we investigated the effect of FUS-BBBO on EV concentration and content in the serum of 22
mice and Alzheimer's Disease (AD) patients. We observed a 164% increase in murine EV concentration 23
one hour after treatment, as well as an increase in EV RNA associated with FUS -BBBO 24
neuroimmunotherapy. Patient EV concentration also increased one hour after treatment a nd was 25
dependent on the volume of BBB opening three days post-treatment. Furthermore, EV isolation was found 26
to significantly enhance the amplification of AD biomarker detection by FUS-BBBO. 27
Overall, we present the first evidence of altered murine and AD patient EV concentration and content in 28
response to FUS-BBBO, providing evidence of EVs' role within FUS -BBBO neuroimmunotherapy as 29
well as their utility in improving FUS-BBBO biomarker amplification. 30
Keywords
31
Focused Ultrasound, Blood-Brain Barrier, Extracellular Vesicles, Immunotherapy, Biomarkers 32
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MAIN TEXT 33
Introduction
34
The blood-brain barrier (BBB) is a virtually impermeable barrier between the blood and the brain that 35
keeps the brain at homeostasis for neuronal firing. In addition to limiting the infiltration of neurotoxins 36
and pathogens, the BBB limits both the delivery of drugs to the brain and the circulation of neurological 37
disease biomarkers in the blood [1]. Focused ultrasound-mediated blood-brain barrier opening (FUS -38
BBBO) combines focused ultrasound with intravenously administered microbubbles to transiently and 39
noninvasively open the BBB, tackling these two challenges [2], [3], [4]. 40
Although initially designed to facilitate drug delivery through the BBB, FUS -BBBO has also been 41
established as a neuroimmunotherapeutic treatment for neurological diseases and a method of amplifying 42
the detection of neurological biomarkers [4], [5], [6], [7], [8], [9], [10] . As a neuroimmunotherapeutic, 43
FUS-BBBO has been shown to reduce disease pathology and ameliorate disease -associated cognitive 44
deficits in many neurological models ranging from Alzheimer's Disease (AD) to depression [6], [11]. 45
These effects coincide with brain macrophage modulation, increased neurogenesis, and increased synaptic 46
plasticity [5], [12], [13] . FUS -BBBO amplification of neurological biomarkers ha s been primarily 47
investigated in models of brain cancer, where reports have found increases in circulating cell-free DNA 48
(cfDNA), as well as central nervous system (CNS) proteins, including Glial Fibrillary Acidic Protein 49
(GFAP), in response to treatment [4], [7], [8], [9], [10]. 50
Extracellular vesicles (EVs) are lipid vesicles responsible for cell transport and exchange. EVs have 51
highly variable cargo, including proteins, carbohydrates, and/or coding and non -coding RNA (ncRNA). 52
Due to their small size, there is a particular emphasis on ncRNA within EVs such as micro RNA (miRNA) 53
and piwi-interacting RNA (piRNA). Both miRNA and piRNA regulate the mRNA transcription of target 54
protein-encoding genes. There are publicly available databases of miRNA and piRNA target genes, which 55
allow functional annotation of the up- and downregulated ncRNA targets [14]. 56
EVs are reported to modulate the neuroimmune system, including maintenance and repair of the BBB, 57
neurogenesis, and synaptic plasticity [15], [16], [17], [18], [19] . Due to their role in intercellular 58
communication, EV isolation and characterization has emerged as a method of improving the specificity 59
of biomarker detection. Recent metanalyses of biomarkers in AD have found that isolating EVs prior to 60
quantifying protein load provides a more specific diagnosis [20]. 61
There is preliminary evidence of in vivo FUS-BBBO increased neuronal EV concentration and in vitro 62
FUS-BBBO increased neuroprotective EV concentration [21], [22]. Additional work in the periphery has 63
identified a FUS-induced increase in anti-inflammatory EVs after treatment of arthritis [23], [24]. Given 64
this preliminary evidence of FUS -BBBO affecting EV concentration and content, as well as their dual 65
role in modulating the neuroimmune system, and as an emerging biomarker, we aimed to identify the 66
effect of FUS-BBBO on EV concentration and content. 67
In this study, we explore the response of EVs in serum following FUS-BBBO in a mouse model and in a 68
clinical trial with AD patients. In the mouse study, the concentration of EVs in serum, as well as their 69
genomic and proteomic content are analyzed. To assess the role of EVs in modulating the neuroimmune 70
response following FUS -BBBO, we investigated the effect of GW4869, a neutral sphingomyelinase 71
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inhibitor that blocks EV generation [25], on the restoration timeline of the BBB. Finally, to elucidate the 72
potential of EVs in amplifying neurological marker detection , we collected blood samples from AD 73
patients participating in our group’s clinical study on neuronavigation-guided FUS-BBBO and analyzed 74
the protein content of EVs for important AD biomarkers. This study provides the first translational 75
analysis of EV concentration and content after FUS-BBBO, providing evidence of both the EV role within 76
the neuroimmunotherapeutic response and the potential use of isolating EVs to improve FUS -BBBO 77
neurological biomarker accentuation. 78
Materials and methods
79
FUS-BBBO in mice 80
All animal experiments were reviewed and approved by the Institutional Animal Care and Use Committee 81
at Columbia University. Mice in the FUS-BBBO and microbubble (MB) sham groups were anesthetized 82
with a mixture of oxygen and 1 -2 % isoflurane (SurgiVet, Smiths Medical PM, Inc., WI), placed on a 83
stereotaxic apparatus (David Kopf Instruments, Tujunga, CA) and their heads were immobilized and 84
depilated to reduce acoustic impedance mismatch. Degassed ultrasound gel was applied on the head and 85
a bath with degassed, deionized water was lowered on top of the head. The lambdoid suture was identified, 86
and the transducer was positioned over it as previously described [26]. 87
In mice that were treated with FUS-BBBO, a single-element, spherical-segment concave FUS transducer 88
(center frequency: 1.5 MHz, focal depth: 60mm, radius: 30mm ; Imasonic, France) that was driven by a 89
function generator (Agilent Keysight 33220A, Palo Alto, CA, USA) through a 50 -dB power amplifier 90
(325LA, Electronic Navigation Industries, Rochester, NY , USA) was used to treat the two hippocampi. 91
The center of the transducer held a pulse-echo ultrasound transducer (V320, center frequency: 7.5 MHz, 92
focal depth: 52 mm, diameter 13 mm; Olympus NDT, Waltham, MA) that was used for alignment and 93
passive monitoring of microbubble cavitation. The pulse -echo ultrasound transducer was driven by a 94
pulser-receiver (5077 PR, Olympus, Waltham, MA, USA) which was in turn connected to a digitizer 95
(Gage Applied Technologies, Inc., Lachine, QC, Canada). The transducer setup was attached to a three -96
dimensional positioning system (Velmex Inc., Lachine, QC, Canada). Each hippocampus was sonicated 97
first for 10 seconds to obtain baseline cavitation dose and then again for 2 minutes for the experimental 98
sonication. For all experiments, in-house synthesized, lipid-shelled microbubbles (average concentration: 99
8x10e8/mL, mean diameter: 1.4 μm) were manufactured according to previously published protocols [27], 100
[28]. A bolus of 3 μL of microbubbles was diluted in 100 μL of sterile saline and was injected 101
intravenously between the baseline and experimental sonications. The transducer was not triggered to 102
treat MB sham mice; otherwise, the treatment was identical to that of the FUS -BBBO mice. Mice in the 103
naïve group were not subjected to anesthesia, FUS or microbubble injections. 104
Mouse Serum Collection 105
Mouse blood was collected from the submandibular vein without anesthesia the day before, and 1 hour 106
after FUS-BBBO (Fig. 1A). Mice were held by grasping the skin behind the head firmly. A 16 -gauge 107
needle was inserted into the submandibular vein and then removed. Less than 100 μL of blood was 108
collected in heparin-coated serum-separating tubes (Ram Sciences). After collection, gentle pressure was 109
applied to the site of the puncture in order to stop bleeding. After collection, blood was left at room 110
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temperature for 15-30 minutes to clot and then spun down at 3000 x g for 15 minutes. Serum was aliquoted 111
to a separate tube and stored at -80 oC for future processing. 112
Magnetic Resonance Imaging for Mice 113
Following treatment and blood draws, all FUS-BBBO and MB Sham animals underwent scanning with a 114
9.4 T MRI system (Bruker Medical, Boston, MA). Mice were intraperitoneally injected with 0.2 mL of 115
gadodiamide solution (OmniscanTM, GE Healthcare, Princeton, NJ) exactly 30 minutes prior to scanning. 116
Images were acquired using a T1 -weighted 2D FLASH sequence (TR/TE 230/3.3 ms, flip angle: 70°, 117
number of excitations: 6, field of view: 25.6 mm × 25.6 mm). 118
GW4869 Drug Administration 119
For the EV inhibition study the drug GW4869 (MedChem Express, Monmouth Junction, NJ, USA) , a 120
neutral sphingomyelinase inhibitor, was used to block EV generation. Mice were separated in four groups: 121
naïve, naïve+GW4869, FUS-BBBO, and FUS-BBBO+GW4869. A 2.5 mg/mL stock solution of GW4869 122
in dimethyl sulfoxide (DMSO) was prepared and stored at -20oC until the day of injection. Immediately 123
before administration, the drug was further diluted in sterile saline to a final concentration of 0.25 mg/mL. 124
The drug was administered intraperitoneally at a dose of 2.5 μg/g body weight per mouse. 125
To study the effect of EVs in the restoration of BBB following FUS-BBBO, mice in the FUS-BBBO and 126
FUS-BBBO+GW4869 were monitored for five days after the sonication procedure. The FUS -127
BBBO+GW4869 group received injections of GW4869 before the FUS -BBBO treatment, and then on 128
day 2 and day 4 after the procedure. The progress of BBBO restoration was monitored for both groups by 129
contrast-enhanced T1-weighted MRI 2 hours after FUS-BBBO, and then on days 1, 3, and 5 post FUS -130
BBBO. Blood was collected on the day prior to FUS-BBBO, and then 1 hour and 1 day after FUS-BBBO, 131
and always before the injection of gadolinium solution for MRI contrast. 132
To elucidate the role of EVs in the inflammatory response following FUS -BBBO, mice from all four 133
groups were allowed to survive for one day after the FUS -BBBO groups were sonicated. Mice in the 134
naïve+GW4869 and FUS-BBBO+GW4869 groups received one injection of the drug immediately before 135
the FUS-BBBO procedure took place. Furthermore, BBBO was confirmed for the mice that underwent 136
FUS-BBBO by contrast-enhanced MRI 2 hours after the sonication procedure. Mice from all groups had 137
blood taken on the day prior to FUS -BBBO, 1 hour, and 1 day after FUS -BBBO. After the final blood 138
draw, the mice were sacrificed by transcardial perfusion with cold 1X PBS and their hippocampi were 139
separated for bulk RNA sequencing. 140
FUS Treatment in AD Patients 141
Six Alzheimer’s Disease (AD) patients underwent neuronavigation -guided FUS-BBBO as part of our 142
phase I clinical trial (NCT04118764). All methods used were approved by Columbia University’s 143
Institutional Review Board and all participants provided informed consent prior to the FUS -BBBO 144
procedure. The right frontal lobe was targeted and numerical simulations using the k -wave package in 145
MATLAB were carried out prior to the experiment to estimate the power attenuation of FUS through the 146
skull. A detailed account of the methods of FUS -BBBO in AD patients is given in our group’s clinical 147
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paper [29]. Briefly, a single-element, spherical-segment FUS transducer (H-231, Sonic Concepts, Bothell, 148
WA, USA) was driven at a frequency of 0.25 MHz by a function generator (Agilent, Palo Alto, CA, USA) 149
and a 50-dB power amplifier (Electronic Navigation Industries, Rochester, NY , USA) to emit FUS with 150
pulse length 10 ms and pulse repetition frequency 2 Hz. A derated peak-negative FUS pressure of 200 kPa 151
(mechanical index (MI) = 0.4) was applied for 2 minutes. A bolus of microbubbles (0.1 mL/kg, Definity, 152
Lantheus) was intravenously injected at the start of the sonication. During the sonication, the cavitation 153
dose was monitored by using a single-element transducer for the first four patients and an imaging array 154
transducer (P4-2, ATL Philips) for the remaining two patients. 155
Patient BBBO Volume Quantification 156
BBB opening volume was quantified from the contrast -enhanced T1-weighted MRIs, which were taken 157
2 and 72 hours after the FUS treatment using a 3 T system (Signa Premiere, General Electric, Boston, 158
MA, USA) for the confirmation of the opening and closing of BBB respectively. For T1-weighted contrast 159
enhancement, an intravenous injection of 0.2 mL/kg gadoterate meglumine (Dotarem®, Guerbet). The 160
contrast-enhanced volume was quantified by subtracting the 72-hour contrast-enhanced T1 MRI from the 161
2-hour MRI and thresholding the subtracted image. The threshold was chosen automatically so that the 162
average intensity within the opening volume was considerably higher than that of the surrounding area, 163
with a 98% level of confidence assuming the Gaussian distribution of the intensity of the subtracted image. 164
Extracellular Vesicle Isolation 165
The commercial Exo Quick (Systems Biosciences , Palo Alto, CA, USA ) was used according to 166
manufacturer instructions to isolate extracellular vesicles from both mouse and human serum. Briefly, 25 167
μL of mouse serum were diluted with 75 μL of 1X PBS before incubation with 22.5 μL of ExoQuick for 168
30 minutes at room temperature. For human samples, 200 μL of undiluted serum were incubated with 45 169
μL of ExoQuick for 30 minutes at room temperature. The samples were then spun down at 1500 x g for 170
35 minutes at 4oC, and the pellet (isolated extracellular vesicles) was resuspended in 100 μL or 200 μL of 171
1X PBS for the mouse and human samples respectively. The isolated EV suspensions were stored at -80 172
oC until further processing. 173
Nanoparticle Tracking Analysis 174
Extracellular vesicle concentration analysis was quantified by nanoparticle tracking analysis (NTA) on a 175
NanoSight (NS300, Malvern Panalytical, Malvern, UK). 5 μL of isolated mouse EVs or 1 μL of isolated 176
human EVs were further diluted into 1 mL of 1X PBS. This solution was then run through the Nanosight 177
at a rate of 1000 μL/min, and the resulting image was captured and analyzed for particle concentration 178
and size distribution. 179
Multiplex Protein Quantification 180
For the samples from the clinical study, a Luminex multiplex assay was used to quantify proteins in the 181
serum and isolated clinical ext racellular vesicles (Luminex Corporation, Austin, TX, USA ). Single 182
procartaplex kits were purchased and combined to make a custom multiplex panel for analysis (Invitrogen, 183
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Waltham, MA, USA). Data were fit with a separate five-parameter logistic dose-response curve for each 184
protein, and all curves had R2 greater than or equal to 0.95. 185
Mass Spectrometry Protein Analysis 186
For the samples from the mouse studies, m ass spectrometry proteomics was performed by Systems 187
Biosciences on already isolated EVs. Briefly, Systems Biosciences lysed the isolated EVs in a gel-loading 188
buffer, followed by gel-based extraction and trypsinization for peptide library creation for LC/MS ESI -189
TOF. Peptide signatures were then mapped to a database of known protein sequences. Peptide 190
quantification across all four runs was loaded into R, normalized, and processed for differential protein 191
expression utilizing the UniprotR package. All functional annotation was performed with the TopGO 192
package. 193
RNA Sequencing 194
RNA Sequencing was performed by Systems Biosciences on already isolated EVs and dissected frozen 195
hippocampus tissue. RNA was isolated and quantified using Agilent Bioanalyzer Small RNA Assay before 196
75bp single -end read Next Gen Sequencing libraries were prepared with Qiagen small RNA library 197
preparation and gel purification. Sequencing was performed on Illumina NextSeq with SE75 at an 198
approximate depth of 10-15 million reads per sample. Reads were processed and aligned to the GRCm38 199
genome with Ensemble transcriptome annotation (GRCm38.p6) using CellRanger with default 200
parameters. Count tables were loaded into R and underwent normalization and differential gene 201
expression analysis with the edgeR package. piRNA and miRNA targets were extracted from piRNAdb 202
and miRBase, respectively. All functional annotation was performed with the TopGO package. 203
Western Blotting 204
RayBiotech performed western blotting using an automated capillary immunoassay method. Samples and 205
reagents were loaded onto an assay plate and put into the western blotting machine. The sample was 206
automatically loaded and separated by size while it traveled through the stacking and separation matrix. 207
Then, the separated proteins are fixed with proprietary capture chemistry. Target proteins are identified 208
with primary and secondary HRP-conjugated antibodies. 209
Results
210
Murine extracellular vesicle concentration increases after FUS-BBBO 211
Wild-type mice were separated into three groups – naïve, sham, and FUS -BBBO (Fig. 1A). Animals 212
treated with FUS-BBBO were intravenously injected with microbubbles (MB) and treated with 2 minutes 213
of focused ultrasound bilaterally on the hippocampi, consistent with literature [26], [30]. Animals in the 214
sham group were intravenously injected with MB but were not treated with focused ultrasound. Animals 215
in all groups had blood drawn twice immediately before treatment ( baseline) and 1 hour after treatment 216
(1 hour). Animals in the sham and FUS-BBBO groups underwent contrast -enhanced T1-weighted MRI 217
after the second blood draw to confirm the opening within the FUS-BBBO group and the lack of opening 218
within the sham group. The methods detail the EV isolation and concentration quantification. 219
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Western blots of the isolated EVs from representative sham and FUS -BBBO samples confirmed the 220
successful isolation of the EVs via expression of marker tetraspanin proteins CD9, CD81, and CD63, as 221
well as β-actin (Fig. 1B). Nanoparticle tracking analysis (NTA) reveals that t he EV concentration is 222
significantly increased 1 hour after treatment compared to the baseline (Fig. 1C). Furthermore, the average 223
increase of 164% after FUS-BBBO is significantly higher than the percentage change in naïve and sham 224
samples which averages near 0% (Fig. 1D). 225
FUS-BBBO alters murine extracellular vesicle protein and RNA load 226
Given the significant increase in EV concentration 1 hour after treatment, we performed whole genome 227
RNA-sequencing and mass spectrometry protein identification ( Systems Biosciences, Palo Alto, CA, 228
USA) on isolated EVs from baseline and 1 hour. From each time point, two samples pooled from 3 animals 229
underwent both processes. Differential gene expression analysis between 1 hour and baseline reveals 230
significantly up- and downregulated protein-coding and non-protein-coding (ncRNA) RNA (Fig. 2A-C). 231
Upregulated protein-coding genes include proliferation-associated genes such as Sox3 and inflammation-232
associated genes such as Mapk12. Downregulated protein-coding genes include tight-junction genes such 233
as Cldn11. Differential expression of the protein identification finds many fewer significantly up and 234
downregulated proteins (only 10 proteins compared to 900 genes). The most significantly upregulated 235
proteins include immediate inflammatory response proteins such as Lbp and hemoglobin -associated 236
proteins such as Hbb-bs (Fig. 2D-E). 237
Next, functional annotation was used to identify the biological processes associated with the differentially 238
expressed: a) proteins, b) protein-encoding genes, c) ncRNA, d) piRNA target genes, and e) miRNA target 239
genes. Protein functional annotation maps to immediate and acute inflammatory response , while the 240
protein-coding and non-coding RNA correspond to more long-term responses such as synapse regulation 241
and neurogenesis (Fig. 2F). Many of the functions associated with the RNA changes are coincident with 242
reported FUS-BBBO increases in neurogenesis [5], proliferation [5], and synaptic remodeling [13]. This 243
leads to the hypothesis of EV response involvement in the neuroimmunotherapeutic responses to FUS -244
BBBO. 245
GW4869 eliminates murine EV concentration increase and reduces inflammatory response 246
To further elucidate the role of EVs in modulating FUS-BBBO neuroimmunotherapy, we utilize GW4869, 247
a neutral sphingomyelinase inhibitor that is the most widely used agent for blocking EV generation [25] 248
(Fig. 3A). We studied four groups for this experiment : naïve, naïve+GW4869, FUS-BBBO, and FUS -249
BBBO+GW4869. 250
First, we confirmed that GW4869 successfully eliminated the FUS -BBBO-induced increase in EV 251
concentration. We found that 1 hour after treatment, the animals treated with FUS-BBBO+GW4869 had 252
a statistically lower EV concentration compared to baseline, starkly contrasting with our FUS -BBBO 253
group, which increased in EV concentration by over 100% ( Fig. 3B). Comparing the EV concentration 254
change between our four groups, we see that FUS -BBBO+GW4869 is indistinct from naïve and 255
naïve+GW4869 both 1 hour and 1 day after treatment (Fig. 3C). 256
Next, we monitored BBB restoration after FUS -BBBO with and without GW4869. The BBB opening 257
volume of each animal was quantified on Days 0, 1, 3, and 5. On every day of measurement, the animals 258
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in the FUS-BBBO+GW4869 had smaller openings than those in the FUS -BBBO group (Fig. 3D). This 259
difference is particularly significant on day 1 when the BBBO volumes of the FUS -BBBO and FUS-260
BBBO+GW4869 groups averaged 58% and 42% of the day 0 BBBO volume respectively (Fig. 3E). 261
Due to previous literature identifying 1 day as the peak of FUS -BBBO induced inflammation [5], [31], 262
[32], and given the more restored BBB in our FUS -BBBO+GW4869 group at this time point, we 263
performed bulk RNA sequencing on tissue extracted from 1 day after FUS-BBBO for our four treatment 264
groups. Differential gene expression between FUS -BBBO and FUS -BBBO+GW4869 revealed that 265
GW4869 reduced the presence of inflammatory markers, including IL6 and CCL4 (Fig. 3F). In order to 266
account for any effects of GW4869 treatment alone, we performed functional annotation on the 267
differentially expressed genes between FUS -BBBO compared with naïve and FUS -BBBO+GW4869 268
compared with naïve+GW4869. This revealed increased processes altered in FUS -BBBO without 269
injecting GW4869, including migratory, development, and inflammatory terms. The functions shared by 270
both comparisons are primarily involved with vasculature development (Fig. 3G). 271
Overall, we see that GW4869 eliminates the FUS-BBBO-induced increase in EV concentration, decreases 272
the volume of BBB opening, and reduces the number of differentially affected processes after FUS -273
BBBO, indicating a vital role of EVs within the neuroimmunotherapeutic response to FUS-BBBO. 274
Patient extracellular vesicle concentration peaks 1 hour after FUS-BBBO 275
Six Alzheimer's Disease Patients underwent FUS -BBBO as part of our group's phase I clinical trial 276
(NCT04118764) as reported in our group’s clinical paper [29]. All patients had blood drawn immediately 277
prior to treatment (Baseline) and 3 days after treatment. Additionally, the last four patients — P3, P4, P5, 278
and P6 — had blood drawn 1 hour after treatment ( Fig. 4A). All patients apart from P3 had confirmed 279
blood-brain barrier opening; P3 did not have successful opening and thus is considered a FUS -sham 280
subject. 281
EVs were isolated from each time point for each patient. Western blotting of the isolated EVs from 282
representative Baseline and FUS-BBBO samples confirmed successful EV isolation (Fig. 4B). Comparing 283
EV concentration from Baseline to 1 hour post -treatment reveals a significant increase in EV 284
concentration (Fig. 4C) with a near-return to Baseline by 3 days after treatment ( Fig. 4D). Furthermore, 285
the percent increase in EVs 3 days after treatment is correlated with the volume of the blood-brain barrier 286
opening (Fig. 4E). 287
EV isolation improves FUS-BBBO amplification of neurological biomarkers 288
To elucidate the utility of EVs in improving liquid biopsy specificity, we quantified several potential AD 289
biomarkers, EV proteins, and other CNS proteins within our patient -isolated EVs, isolated EVs 290
normalized by EV concentration (normalized EVs), and total serum. We find that the EV , normalized EV , 291
and total serum protein concentrations remain mostly unchanged 1 hour after treatment and even 292
decreased compared to baseline. Three days after treatment, the concentration of a number of proteins is 293
significantly increased for both EVs and normalized EVs compared to the total serum, which has no 294
changes in marker concentration for any of the markers (Fig. 5A). Furthermore, the differences between 295
1 hour and 3 days log fold change (LogFC) in protein content are more statistically distinct for the EVs 296
and normalized EVs than the total serum (Fig. 5B). 297
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Finally, in our clinical study, we compared the MRI-based blood-brain barrier opening volume to the 298
LogFC of select biomarkers 3 days after treatment [29]. Further analysis of this data indicates that the 299
level of the AD biomarkers is positively correlated with BBBO in serum and EV content but not 300
normalized EV content (Fig. 5B). This indicates that the increase in biomarker detection is due to more 301
EVs being released, and not because each EV has higher biomarker concentration. Overall, our results 302
from the AD clinical trial reveal the potential of FUS-BBBO in enhancing EV-based biomarker detection 303
sensitivity and specificity for liquid biopsy. 304
Discussion
And Conclusion 305
Focused ultrasound blood -brain barrier opening (FUS -BBBO) has been studied as a 306
neuroimmunotherapeutic and a method of improving liquid biopsy specificity for neurological disorders 307
[4], [6], [11]. Due to the dual role of extracellular vesicles (EVs) in modulating the neuroimmune system 308
[18], [19] and as an emerging biomarker [20], [33], we aimed to identify the effect of FUS-BBBO on EVs 309
isolated from mouse and patient serum. 310
We first identified a significant increase in mouse EV concentration 1 hour after treatment coincident with 311
RNA changes associated with the EV-dependent neuroimmunotherapeutic effects of FUS-BBBO such as 312
neurogenesis, synaptic pruning, and barrier maintenance [5], [6], [16], [34], [35] . Eliminating the EV 313
concentration increase with GW4869 resulted in reduced blood -brain barrier opening volume and 314
inflammation, indicating the contribution of the EVs to FUS -BBBO inflammation and opening volume. 315
The immune response to FUS-BBBO has spearheaded debate about the method's safety, so the ability to 316
control and mitigate FUS-BBBO-induced inflammation provides an exciting new avenue, mainly when 317
FUS-BBBO is used purely as a drug delivery tool [32]. Future work will include investigating the 318
neuroimmunotherapeutic capacity of FUS-BBBO with depleted EVs because those benefits may require 319
a complete neuroimmune response. 320
Secondly, we identified a significant increase in Alzheimer's Disease (AD) patient EV concentration 1 321
hour after treatment that remained dependent on BBBO volume 3 days after treatment. This was 322
accompanied by increased AD biomarker detection specificity in isolated EVs compared to total serum, 323
which was also correlated with the volume of BBBO as shown in our clinical study [29]. These results 324
highlight the potential of EVs to be used as accurate and specific markers for neurological diseases, and 325
the ability of FUS-BBBO to amplify their detection in a non-invasive way. 326
However, in order to be implemented for improving biomarker specificity, there needs to be a method of 327
differentiating between the changes in biomarker concentration due to the treatment itself and those due 328
to the disease. Other groups have addressed this challenge by utilizing binary biomarkers such as cfDNA, 329
which are present in the case of disease or otherwise completely absent [7], [9]. This becomes much more 330
complex with diseases such as AD, where many of the proposed biomarkers are CNS proteins that are 331
always in the CNS albeit in different concentrations [20], [33] . Future research must include a 332
normalization between BBBO and biomarker concentration that can be used to identify a BBBO-induced 333
concentration change compared to a disease-induced concentration change. 334
Overall, this study presents the first preclinical and clinical evidence of FUS -BBBO increasing EV 335
concentration and altering EV content, which has implications in both the mechanism of FUS -BBBO 336
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neuroimmunotherapy and the optimization of FUS-BBBO-induced amplification of neurological disease 337
biomarkers. 338
Abbreviations 339
AD: Alzheimer’s Disease; BBB: Blood -brain barrier; cfDNA: Cell -free DNA; CNS: Central nervous 340
system; EV: Extracellular vesicle; FUS: Focused ultrasound; FUS-BBBO: Focused ultrasound-mediated 341
blood-brain barrier opening; GFAP: Glial fibrillary acidic protein; HRP: Horseradish peroxidase; LC/MS 342
ESI-TOF: Liquid chromatography/mass spectrometry electrospray ionization time-of-flight; LogFC: Log 343
fold change; MB: Microbubble; miRNA: Micro-RNA; MRI: Magnetic resonance imaging; ncRNA: Non-344
coding RNA; NTA: Nanoparticle tracking analysis; PBS: Phosphate -buffered saline; piRNA: Piwi -345
interacting RNA. 346
Acknowledgements
347
This study was supported in part by the National Institutes of Health under Grants R01AG038961 , 348
R01EB009041, and R56AG038961, and the Focused Ultrasound Foundation. FNT was also supported by 349
the Onassis Foundation under contract number F ZT 072-1/2023-2024. Some figures were created with 350
BioRender.com. The authors wish to thank UEIL members Rebecca Noel, Ph.D., Daniella Jimenez, B.S., 351
Samantha Gorman, B.S., and Nancy Kwon M.S. for their support and insightful scientific discussions. 352
Contributions 353
ARKS, AJB, and EEK designed the study and the methodology. ARKS, AJB, and MRD conducted in vivo 354
mouse studies. KL and SB collected and processed blood samples from the clinical study. ARKS, FNT, 355
and MRD processed EV results and made figures. ARKS, FNT, and EEK drafted and revised the 356
manuscript. EEK acquired funding and provided resources for the study. All authors contributed to 357
discussions and reviews of the manuscript. 358
Competing interests 359
Some of the work in this study is supported by patents optioned to Delsona Therapeutics, Inc. where EEK 360
serves as a co-founder and scientific adviser. The remaining authors declare no competing interests. 361
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Figures 463
Figure 1. Extracellular vesicle concentration increases after FUS-BBBO in the serum of mice. A) Murine 464
experimental timeline. Blood draws were taken for EV isolation at two time points: prior to treatment 465
(baseline) and 1 hour after treatment (1 hour). Animals were randomly split into three treatment groups: 466
FUS-BBBO, sham, and naïve. Mice in the FUS -BBBO group had 2 minutes of FUS applied bilaterally 467
following MB injection at time 0. Animals in the sham group were injected with MB, but no FUS was 468
applied. Mice from the FUS -BBBO and sham groups were injected with gadolinium (Gd), and a T1 -469
Weighted MRI was performed less than 2 hours after the FUS -BBBO and sham procedures. Animals in 470
the naïve group were anesthesia-, MB-, and FUS- naïve. B) Western blots of β-actin and EV tetraspanin 471
markers CD9, CD63, and CD81 on representative sham and FUS-BBBO EVs from 1 hour post-treatment 472
show successful EV isolation. C) EV concentration at baseline and 1 hour post-treatment in mouse serum. 473
Paired t-test was performed and displayed on graph. D) Percent change in EV concentration at the 1-hour 474
time point for all 3 groups; the FUS-BBBO group shows a significant change in EV concentration after 1 475
hour compared to the naïve and sham groups. One-way ANOV A followed by Bonferroni-corrected t-test 476
between groups was performed. All statistics are displayed on the graph. 477
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Figure 2. FUS-BBBO alters murine EV RNA and protein load. A) V olcano plot of differentially expressed 478
RNA between 1 hour post-treatment and baseline EVs with key protein-coding genes highlighted. B) Bar 479
chart of the significantly (p<0.05) up and down-regulated RNA split by type. C) Plot of most significantly 480
up and downregulated protein-coding RNA with LogFC of protein expression on the horizontal axis. D) 481
V olcano plot of differentially expressed proteins (from mass spectrometry proteomics) between 1 hour 482
post-treatment and baseline EVs with key proteins highlighted. E) Plot of most significantly up - and 483
downregulated proteins with LogFC of protein expression on the horizontal axis. F) Functional annotation 484
of the 1) significantly upregulated proteins, 2) significantly upregulated protein -coding genes, 3) 485
significantly upregulated non-coding RNA (ncRNA), 4) genetic targets of the significantly upregulated 486
piRNA, and 5) genetic targets of the significantly upregulated micro -RNA (miRNA). Adjusted 487
Kolmogorov-Smirnov p-value magnitude is displayed in color. The size of each dot corresponds to the 488
percentage of annotated genes from that term that are significantly upregulated. 489
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Figure 3. GW4869 eliminates murine EV concentration increase and reduces inflammatory response. A) 490
GW4869 study timeline. In the BBB restoration study, sequential MRIs were taken after FUS -BBBO to 491
monitor BBB restoration after treatment with and without GW4869. In the inflammation study, animals 492
were sacrificed 1 day after treatment and the inflammatory response and bulk transcriptome was compared 493
between FUS-BBBO, FUS-BBBO+GW4869, naïve and naïve+GW4869 animals. B) EV concentration at 494
Baseline and 1 hour after treatment with either FUS -BBBO or FUS-BBBO+GW4869. Paired t-test was 495
performed for each group. C) Percent change of EV concentration 1 hour and 1 day after treatment for all 496
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groups. ANOV A followed by Bonferroni post hoc t-tests were performed for each time point. D) BBBO 497
volume for the day of treatment and 1 day, 3 days, and 5 days following treatment for both FUS -BBBO 498
and FUS-BBBO+GW4869. E) Proportion of original BBBO volume that is still open 1 day after treatment 499
for animals in the restoration study. An unpaired t-test was performed between the two groups. F) V olcano 500
plot comparing the profile of FUS -BBBO+GW4869 and FUS -BBBO hippocampi. Significantly 501
expressed (p<0.05) genes are colored. G) Significantly upregulated terms from differential gene 502
expression analysis between FUS-BBBO+GW4869 and naïve+GW4869 and FUS-BBBO compared with 503
naïve. Functional ontology terms are clustered by similarity, and the point size shows their significance. 504
Terms appearing in both functional annotations are shown in the "Both" panel with the average 505
significance between the two comparisons. 506
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Figure 4. Extracellular vesicle concentration increases after FUS -BBBO in Alzheimer's Patients. A) 507
Schematic of clinical trial with neuronavigation-guided FUS-BBBO, including each patient's blood draw 508
and opening volume. B) Western blots of β-actin and tetraspanins CD63, CD81, and CD9 from isolated 509
EVs at baseline and 1 hour after FUS -BBBO confirm successful EV isolation. C) EV concentration at 510
Baseline and 1 hour after treatment for the patients who had successful treatment sessions. D) Percent 511
change in EV concentration 1 hour and 3 days after treatment compared to baseline. An unpaired two-tail 512
t-test was performed between the two groups. E) Correlation of BBBO volume and the percent change in 513
EV concentration 3 days after treatment. Simple linear regression was performed, and the resulting R2 514
and p-value are on the chart. 515
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Figure 5. EV isolation further improves FUS -BBBO amplification of neurological biomarkers. A) 516
Comparison of the FUS-BBBO induced increase in neurological biomarker detection in total serum (blue) 517
and isolated EVs (purple) with a paired t-test performed for each biomarker. B) Correlation between FUS-518
induced volume of opening and the LogFC change of biomarkers in total serum, isolated EVs and isolated 519
EVs normalized to the EV concentration (Normalized EV). Simple linear regression was performed for 520
each condition, and R2 and p values are displayed on the heatmap. 521
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