Evidence map›Paper›PMID 24520351›Full record

ArticlePloS one2014

Dual-energy micro-CT functional imaging of primary lung cancer in mice using gold and iodine nanoparticle contrast agents: a validation study.

Jeffrey R Ashton, Darin P Clark, Everett J Moding, Ketan Ghaghada, David G Kirsch, Jennifer L West, Cristian T Badea

Open access · goldAbstract read
In one paragraph

Article in PloS one, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 42 papers.

0numbers the graph read from it
0cells of the map it votes in
42citing papers in PubMed
6.7field-weighted citation impact, top 3% of its field
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

42 citing papers in PubMed, 99 citations in OpenAlex.

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  9. Characterization of Pharmaceutical Tablets by X-ray Tomography.Pharmaceuticals (Basel, Switzerland) · 2023
    Review
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  11. Article
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  15. Nanoparticle contrast agents for X-ray imaging applications.Wiley interdisciplinary reviews. Nanomedicine and nanobiotechnology · 2020
    Review
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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

7 authors at 3 institutions in 1 country.

Jeffrey R AshtonCenter for In Vivo Microscopy, Duke University Medical Center, Durham, North Carolina, United States of America ; Department of Biomedical Engineering, Duke University, Durham, North Carolina, United States of America.
Darin P ClarkCenter for In Vivo Microscopy, Duke University Medical Center, Durham, North Carolina, United States of America ; Department of Biomedical Engineering, Duke University, Durham, North Carolina, United States of America.
Everett J ModingDepartment of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina, United States of America.
Ketan GhaghadaThe Edward B. Singleton Department of Pediatric Radiology, Texas Children's Hospital, Houston, Texas, United States of America.
David G KirschDepartment of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, North Carolina, United States of America ; Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina, United States of America.
Jennifer L WestDepartment of Biomedical Engineering, Duke University, Durham, North Carolina, United States of America.
Cristian T BadeaCenter for In Vivo Microscopy, Duke University Medical Center, Durham, North Carolina, United States of America.
Duke Medical Center · USDuke University · USTexas Children's Hospital · US

Funding

Women's Cancer Research ProgramP30CA014236 · NCI · DUKE UNIVERSITY · PI DONNA NIEDZWIECKI · 1985 to 2026
$174.8M
MEDICAL SCIENTIST TRAINING PROGRAMT32GM007171 · NIGMS · DUKE UNIVERSITY · PI KONTOS, CHRISTOPHER D · 1985 to 2021
$31.2M
Texas Center for Cancer NanomedicineU54CA151668 · NCI · UNIVERSITY OF TEXAS HLTH SCI CTR HOUSTON · PI FERRARI, MAURO · 2010 to 2014
$12.4M
Advancing Cancer Therapy through Ground Breaking Research in Radiation BiologyR35CA197616 · NCI · ROSWELL PARK CANCER INSTITUTE CORP · PI David Guy Kirsch · 2016 to 2026
$10.7M
INTEGRATED CENTER FOR IN VIVO MICROSCOPYP41EB015897 · NIBIB · DUKE UNIVERSITY · PI JOHNSON, GEORGE ALLAN · 2012 to 2017
$7.4M
Independent Scientist Award for Radiation ResearchK02AI093866 · NIAID · DUKE UNIVERSITY · PI KIRSCH, DAVID GUY · 2011 to 2015
$501k
Defining the Cellular Target of Radiation TherapyR21CA175839 · NCI · DUKE UNIVERSITY · PI KIRSCH, DAVID GUY · 2014 to 2015
$376k
Defining the cellular target of radiotherapy in primary mouse models of cancerF30CA177220 · NCI · DUKE UNIVERSITY · PI MODING, EVERETT JAMES · 2013 to 2014
$79k
NCI NIH HHS F30 CA177220NCI NIH HHS NIH/NCI R21 CA175839NCI NIH HHS P30 CA014236NCI NIH HHS R21 CA175839NCI NIH HHS R35 CA197616NCI NIH HHS U54 CA151668NIAID NIH HHS K02 AI093866NIBIB NIH HHS P41 EB015897NIGMS NIH HHS GM007171NIGMS NIH HHS T32 GM007171
6 · The paper itself

Abstract

purposeTo provide additional functional information for tumor characterization, we investigated the use of dual-energy computed tomography for imaging murine lung tumors. Tumor blood volume and vascular permeability were quantified using gold and iodine nanoparticles. This approach was compared with a single contrast agent/single-energy CT method. Ex vivo validation studies were performed to demonstrate the accuracy of in vivo contrast agent quantification by CT.

methodsPrimary lung tumors were generated in LSL-Kras(G12D); p53(FL/FL) mice. Gold nanoparticles were injected, followed by iodine nanoparticles two days later. The gold accumulated in tumors, while the iodine provided intravascular contrast. Three dual-energy CT scans were performed-two for the single contrast agent method and one for the dual contrast agent method. Gold and iodine concentrations in each scan were calculated using a dual-energy decomposition. For each method, the tumor fractional blood volume was calculated based on iodine concentration, and tumor vascular permeability was estimated based on accumulated gold concentration. For validation, the CT-derived measurements were compared with histology and inductively-coupled plasma optical emission spectroscopy measurements of gold concentrations in tissues.

resultsDual-energy CT enabled in vivo separation of gold and iodine contrast agents and showed uptake of gold nanoparticles in the spleen, liver, and tumors. The tumor fractional blood volume measurements determined from the two imaging methods were in agreement, and a high correlation (R(2) = 0.81) was found between measured fractional blood volume and histology-derived microvascular density. Vascular permeability measurements obtained from the two imaging methods agreed well with ex vivo measurements.

conclusionsDual-energy CT using two types of nanoparticles is equivalent to the single nanoparticle method, but allows for measurement of fractional blood volume and permeability with a single scan. As confirmed by ex vivo methods, CT-derived nanoparticle concentrations are accurate. This method could play an important role in lung tumor characterization by CT.

Indexed as

Contrast MediaGoldIodineX-Ray MicrotomographyAnimalsBiomarkers, TumorBlood VolumeLiposomesLungLung NeoplasmsMiceMicrovesselsNanoparticlesRadionuclide ImagingReproducibility of ResultsTumor BurdenBiomarkers, TumorContrast MediaGoldIodineLiposomes

Identifiers

PMID24520351
PMCPMC3919743
OpenAlexW1998104627

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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.