Evidence map›Paper›PMID 42638967›Full record

ArticleFrontiers in oncology2026

Impact of compounded financial collapse and armed conflict on access to radiation therapy in Lebanon: lessons for building resilient cancer care systems in fragile settings.

Caroline Samaha Jabbour, Layth Mula-Hussain, Yavuz Anacak, Fadi El-Karak, Georges Fares, Toufic Eid, Hady Ghanem, Maria Pia Ibrahim, Christelle Saad, Maroun Khater

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

0numbers the graph read from it
0cells of the map it votes in
0citing papers 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

10 authors.

Caroline Samaha JabbourDepartment of Radiation Oncology, Mount Lebanon Hospital, Hazmieh, Lebanon.
Layth Mula-HussainDepartment of Radiation Oncology, BC Cancer Centre for the North, Prince George, BC, Canada.
Yavuz AnacakDepartment of Radiation Oncology, Faculty of Medicine, Ege University, İzmir, Türkiye.
Fadi El-KarakDepartment of Hemato-Oncology, Hôtel-Dieu de France University Hospital; School of Medicine, Saint-Joseph University, Beirut, Lebanon.
Georges FaresDepartment of Radiation Oncology, Mount Lebanon Hospital, Hazmieh, Lebanon.
Toufic EidDepartment of Radiation Oncology, American University of Beirut Medical Center (AUBMC), Beirut, Lebanon.
Hady GhanemDivision of Hematology-Oncology, Lebanese American University Medical Center - Rizk Hospital (LAUMC-RH), Beirut, Lebanon.
Maria Pia IbrahimDepartment of Radiation Oncology, Mount Lebanon Hospital, Hazmieh, Lebanon.
Christelle SaadDepartment of Radiation Oncology, Mount Lebanon Hospital, Hazmieh, Lebanon.
Maroun KhaterFaculty of Business Administration, Saint Joseph University of Beirut, Beirut, Lebanon.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Lebanon's radiation therapy (RT) system has been exposed to successive, overlapping crises since 2019, including financial collapse, the Beirut Port explosion, and armed conflict in 2024. This study analyzes the impact of compounded crises on RT access and practice patterns using longitudinal institutional data from Mount Lebanon Hospital (MLH) as a sentinel cohort. Methods: A retrospective observational study was conducted at MLH (2018-2025). Annual treated patient volumes, treatment technique distributions (3D-CRT, IMRT, SBRT, SRS), and hypofractionation adoption patterns were analyzed. Crisis phases were defined as: pre-crisis baseline (2017-2018), acute economic collapse (2019-2020), subacute adaptive phase (2021-2022), and chronic/war-related phase (2023-2025). National RT workforce and infrastructure data were assessed against ESTRO-HERO and IAEA benchmarks. Results: RT patient volume exhibited non-linear evolution: initial increase from 1,186 (2018) to 1,498 (2022), a modest decline to 1,328 (2023), with recovery to 1,399 (2024) and 1,479 (2025) coinciding with war-related patient centralization. A sustained shift occurred from 3D-CRT (>80% in 2018) to IMRT, SBRT, and SRS (>50% by 2025). Hypofractionated breast radiotherapy increased from 34.1% (2023) to 73.0% (2025), with a marked inflection point in 2024. Lebanon's RT workforce falls below ESTRO benchmarks for radiation therapists (3.9 vs. 5-7 per LINAC) and medical physicists (0.8 vs. 1.2-1.7 per LINAC). Conclusion: RT systems in fragile settings do not fail linearly but fluctuate under sustained strain, and apparent volume stability at a single resilient center can mask systemic national contraction. Crisis conditions accelerated hypofractionation adoption and technique modernization. We further identify the need for a structured Radiation Therapy System Resilience Score (RT-SRS) and define its candidate domains as a conceptual, hypothesis-generating framework to guide proactive vulnerability detection in fragile settings; its operationalization and validation are designated as future work.

Indexed as

access to carearmed conflicteconomic crisisfragile settingshealth system resiliencehypofractionationLebanonradiation therapy

Identifiers

PMID42638967
PMCPMC13500312

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