Evidence map›Paper›PMID 41180153›Full record

ArticleIEEE open journal of ultrasonics, ferroelectrics, and frequency control2025

Evaluating the Effect of Drug Loading on the Acoustic Response of Nanobubbles in Stable and Inertial Cavitation Regimes.

Muhammad Saad Khan, Victoria Bulycheva, Charlotte Ferworn, Omar Falou, Eric M Strohm, Pinunta Nittayacharn, Elizabeth Berndl, Raffi Karshafian, Agata A Exner, Michael C Kolios

Abstract read
In one paragraph

Article in IEEE open journal of ultrasonics, ferroelectrics, and frequency control, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Muhammad Saad KhanDepartment of Physics, Toronto Metropolitan University, Toronto, ON M5B 2K3, Canada.ORCID 0009-0003-4012-1456
Victoria BulychevaDepartment of Physics, Toronto Metropolitan University, Toronto, ON M5B 2K3, Canada.
Charlotte FerwornDepartment of Physics, Toronto Metropolitan University, Toronto, ON M5B 2K3, Canada.ORCID 0000-0002-3817-0625
Omar FalouDepartment of Physics, Toronto Metropolitan University, Toronto, ON M5B 2K3, Canada.ORCID 0000-0002-3475-7891
Eric M StrohmDepartment of Physics, Toronto Metropolitan University, Toronto, ON M5B 2K3, Canada.
Pinunta NittayacharnDepartment of Radiology, Case Western Reserve University, Cleveland, OH 44106 USA.ORCID 0000-0003-1114-4328
Elizabeth BerndlDepartment of Physics, Toronto Metropolitan University, Toronto, ON M5B 2K3, Canada.
Raffi KarshafianDepartment of Physics, Toronto Metropolitan University, Toronto, ON M5B 2K3, Canada.ORCID 0000-0002-9589-9041
Agata A ExnerDepartment of Radiology, Case Western Reserve University, Cleveland, OH 44106 USA.ORCID 0000-0003-3913-7066
Michael C KoliosDepartment of Physics, Toronto Metropolitan University, Toronto, ON M5B 2K3, Canada.ORCID 0000-0002-9994-8293

Funding

Drug-Loaded Nanobubbles for Ultrasound Enhanced Delivery to Colon Cancer Liver MetastasisR01EB028144 · NIBIB · CASE WESTERN RESERVE UNIVERSITY · PI EXNER, AGATA A · 2019 to 2023
$2.3M
NIBIB NIH HHS R01 EB028144
6 · The paper itself

Abstract

Nanobubbles (NBs) have been investigated as ultrasound contrast agents and drug delivery carriers in medical applications. Previous studies have reported the efficacy of NBs in imaging and therapy. However, ultrasound (US) exposure parameters for stable and inertial cavitation of NBs need to be investigated. This study examines passive cavitation detection of ultrasound signatures from two types of NBs across three pressure ranges using passive cavitation detection (PCD), aiming to investigate their cavitation behaviour with and without the inclusion of the chemotherapeutic drug, Doxorubicin (HDox). We compared the power spectral density (PSD) of non-drug loaded Propylene-Glycol Glycerol (PGG) NBs and HDox NBs under 300 kPa, 600 kPa, and 900 kPa pressures at 1 MHz fundamental frequency and 1% duty cycle. Our results indicate that NBs exhibit stable cavitation at 300 kPa, while a mix of inertial and stable cavitation occur at 600 and 900 kPa. The loading of NBs with HDox affects their acoustic activity. HDox NBs exhibit higher acoustic activity at 300 kPa, but their PCD signal profile becomes similar to PGG NBs at 600 kPa and 900 kPa. A numerical model was used to gain additional insight into some of the characteristics of the NB power spectra observed. Our simulations indicate that nonlinear bubble oscillations are characterized by distinctly pronounced harmonics, particularly the third harmonic, with this effect being even more prominent in smaller bubbles and lower ultrasound amplitudes. These findings will help determine ultrasound pulse parameters in imaging and therapeutic applications.

Indexed as

drug loadingNanobubblespassive cavitation detectionultrasound

Identifiers

PMID41180153
PMCPMC12577732

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.