Evidence map›Paper›PMID 40900202›Full record

ArticleLa Radiologia medica2025

Evaluation of sustainable diagnostic approaches in metastatic breast cancer (MBC).

Andrea Masperi, Cristiano Michele Girlando, Valerio Cubadda, Aurora Pesenti, Giuseppe Muscettola, Giuseppe Buonsanti, Gaeta Aurora, Sara Gandini, Giuseppe Petralia

Abstract readComparative Study
PubMed Publisher
In one paragraph

Article in La Radiologia medica, 2025. 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

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Andrea MasperiDivision of Radiology, IEO European Institute of Oncology IRCCS, Via Giuseppe Ripamonti 435, 20141, Milan, Italy. andrea.masperi@ieo.it.ORCID http://orcid.org/0000-0003-3397-5114
Cristiano Michele GirlandoDivision of Radiology, IEO European Institute of Oncology IRCCS, Via Giuseppe Ripamonti 435, 20141, Milan, Italy.
Valerio CubaddaDivision of Radiology, IEO European Institute of Oncology IRCCS, Via Giuseppe Ripamonti 435, 20141, Milan, Italy.
Aurora PesentiDivision of Radiology, IEO European Institute of Oncology IRCCS, Via Giuseppe Ripamonti 435, 20141, Milan, Italy.
Giuseppe MuscettolaDivision of Radiology, IEO European Institute of Oncology IRCCS, Via Giuseppe Ripamonti 435, 20141, Milan, Italy.
Giuseppe BuonsantiDivision of Nuclear Medicine, IEO European Institute of Oncology IRCCS, Via Giuseppe Ripamonti 435, 20141, Milan, Italy.
Gaeta AuroraDepartment of Statistics and Quantitative Methods, University of Milan Bicocca, Milan, Italy.
Sara GandiniDepartment of Experimental Oncology, IEO European Institute of Oncology IRCCS, Via Giuseppe Ripamonti 435, 20141, Milan, Italy.
Giuseppe PetraliaDivision of Radiology, IEO European Institute of Oncology IRCCS, Via Giuseppe Ripamonti 435, 20141, Milan, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionAssessing bone metastases in metastatic breast cancer is challenging. Due to rising concerns over energy use and emissions, energy-efficient imaging is essential. This study aimed to compare three diagnostic imaging approaches used in therapy monitoring of MBC patients, evaluating both their environmental impact-quantified by energy consumption and related greenhouse gas emissions-and their biological cost, defined as patient exposure to ionizing radiation and contrast media volume.

methodsWe retrospectively analysed 70 patients with bone-dominant metastatic breast cancer who underwent WB-MRI (DL1) and either FDG-PET/CT (DL2) or bone scintigraphy (BS) with CT of chest, abdomen, and pelvis (CT-CAP) (DL3). We compared scan time, energy consumption, greenhouse gas emissions (kgCO2e), radiation dose, and contrast media usage across these diagnostic pathways. Energy consumption was calculated using protocol-defined active and idle phases, while biological exposure was assessed from institutional RIS-PACS records.

resultsDL1 had the highest energy consumption (10.36 ± 0.11 kWh/patient) and GHG emissions (2.53 ± 0.03 kgCO2e). DL2 showed moderate energy use (4.08 ± 0.38 kWh/patient) and GHG emissions (0.99 ± 0.09 kgCO2e), which significantly increased with repeat scans. DL3 exhibited the lowest environmental impact (7.60 ± 1.07 kWh; 1.85 ± 0.26 kgCO2e), though required multiple visits and higher contrast media and radiation doses.

conclusionWB-MRI offers a biologically safer alternative for treatment monitoring in metastatic breast cancer, yet its environmental footprint is substantial. FDG-PET/CT represents a more sustainable imaging option if repeated scans are minimized. Integrated imaging pathways and low-energy technologies should guide future diagnostic strategies.

Indexed as

Bone NeoplasmsBreast NeoplasmsMagnetic Resonance ImagingAdultAgedContrast MediaFemaleFluorodeoxyglucose F18HumansMiddle AgedPositron Emission Tomography Computed TomographyRadiation DosageRadiopharmaceuticalsRetrospective StudiesTomography, X-Ray ComputedContrast MediaFluorodeoxyglucose F18RadiopharmaceuticalsEnergy consumptionFDG PET/CTMetastatic Breast CancerSustainable imagingWhole Body MRI

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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.