Evidence map›Paper›PMID 42130097›Full record

ArticleMedical physics2026

Applying a portable pocket handheld ultrasound scanner to monitor tumor volume in preclinical studies.

Stavros Melemenidis, Luis A Soto, Ahmed Nagy El Kaffas, Ramish M Ashraf, Billy W Loo, Edward E Graves

Abstract read
In one paragraph

Article in Medical physics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Stavros MelemenidisDepartment of Radiation Oncology, Stanford University School of Medicine, Stanford, California, USA.ORCID https://orcid.org/0000-0002-3941-8784
Luis A SotoDepartment of Radiation Oncology, Stanford University School of Medicine, Stanford, California, USA.
Ahmed Nagy El KaffasDepartment of Radiology, Stanford University School of Medicine, Stanford, California, USA.
Ramish M AshrafDepartment of Radiation Oncology, Stanford University School of Medicine, Stanford, California, USA.
Billy W LooDepartment of Radiation Oncology, Stanford University School of Medicine, Stanford, California, USA.
Edward E GravesDepartment of Radiation Oncology, Stanford University School of Medicine, Stanford, California, USA.ORCID https://orcid.org/0000-0003-4265-9041

Funding

Translational Biology CoreP01CA257907 · NCI · STANFORD UNIVERSITY · PI Maximilian Diehn, Quynh-Thu Xuan Le · 2022 to 2026
$12.0M
Project 4: Mechanistic Basics of FLASH Effect: Role of O2P01CA244091 · NCI · UNIVERSITY OF CALIFORNIA-IRVINE · PI LIMOLI, CHARLES · 2020 to 2024
$9.6M
Research Supplements to Promote Diversity in Health-Related Research: Preclinical optimization of ultra-high dose rate (FLASH) radiotherapy parameters for translational relevanceR01CA266673 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI SCHUELER, EMIL · 2022 to 2025
$3.5M
National Institutes of Health/National Cancer Institute P01CA244091National Institutes of Health/National Cancer Institute P01CA257907National Institutes of Health/National Cancer Institute R01CA266673NCI NIH HHS P01 CA244091NCI NIH HHS P01 CA257907NCI NIH HHS R01 CA266673
6 · The paper itself

Abstract

backgroundCalipers remain the most common method for monitoring tumor volume in preclinical studies, despite known geometric limitations that can lead to substantial measurement error, particularly for irregularly shaped tumors. Portable handheld ultrasound (US) devices have recently become more accessible and may provide a practical alternative; however, their quantitative performance in routine small-animal workflows has not been fully characterized. PURPOSE: To evaluate whether a low-cost handheld US probe is suitable for routine preclinical tumor-volume measurement and to quantify its accuracy relative to calipers using cone-beam computed tomography (CBCT)-derived volumes as the reference standard.

methodsFive BALB/c and five C57BL/6J mice (n = 10) bearing subcutaneous CT26 (colorectal) or LLC1 (lung) tumors were measured on day 14 post-inoculation using digital calipers and a handheld US probe. Tumor volumes were estimated using caliper-derived length × width (L×W_Cal), US-derived length × width (L×W_US), US-derived length × width × depth (L×W×D_US), and an US-based region-of-interest method (ROI_US). Excised tumors were imaged with CBCT and segmented to obtain reference volumes. Volumes were normalized to CBCT and analyzed using nonparametric repeated-measures statistics (Friedman test with Holm-Bonferroni-corrected Wilcoxon signed-rank tests; significance defined as adjusted p < 0.05). Effect sizes were calculated using the rank-biserial correlation coefficient.

resultsCBCT tumor volumes ranged from 30-170 mm

conclusionsIn this preclinical cohort, handheld US reduced systematic volumetric overestimation relative to calipers and demonstrated improved agreement with CBCT-derived reference volumes. ROI-based US analysis yielded the lowest absolute error. These findings support the use of portable US as a more accurate alternative to calipers for tumor-volume monitoring in small-animal studies.

Indexed as

Tumor BurdenAnimalsCell Line, TumorCone-Beam Computed TomographyMiceMice, Inbred BALB CMice, Inbred C57BLUltrasonographycaliper‐based measurementhandheld ultrasoundin vivo preclinical imagingtumor volume measurementultrasound‐based measurementvolumetric analysis

Identifiers

PMID42130097
PMCPMC13360284

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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.