Evidence map›Paper›PMID 42573754›Full record

ArticleRadiation and environmental biophysics2026

Leukaemia and lymphoma radiation risk models from atomic bomb survivors (1950-2001) suitable for lifetime risk calculations.

Janine Becker, Felix Heinzl, Maria Schnelzer, Peter Scholz-Kreisel, Munechika Misumi, Hiromi Sugiyama, Kyoji Furukawa, Markus Eidemüller

Abstract read
In one paragraph

Article in Radiation and environmental biophysics, 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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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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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

8 authors.

Janine BeckerFederal Office for Radiation Protection, Oberschleißheim, Germany. jbecker@bfs.de.ORCID https://orcid.org/0000-0001-9409-4869
Felix HeinzlFederal Office for Radiation Protection, Oberschleißheim, Germany.
Maria SchnelzerFederal Office for Radiation Protection, Oberschleißheim, Germany.
Peter Scholz-KreiselFederal Office for Radiation Protection, Oberschleißheim, Germany.
Munechika MisumiRadiation Effects Research Foundation, Hiroshima and Nagasaki, Japan.
Hiromi SugiyamaRadiation Effects Research Foundation, Hiroshima and Nagasaki, Japan.
Kyoji FurukawaBiostatistics Center, Kurume University, Kurume, Japan.
Markus EidemüllerFederal Office for Radiation Protection, Oberschleißheim, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This paper updates radiation risk models for leukaemia and lymphoma incidence that can be applied to a variety of adult exposure scenarios and ages of onset of leukaemia and lymphoma, derived from the Life Span Study of atomic bomb survivors of Hiroshima and Nagasaki. Models were developed for four groups of haematological malignancies: acute lymphoblastic leukaemia (ALL), acute myeloblastic leukaemia (AML), chronic myeloid leukaemia (CML), and Hodgkin and non-Hodgkin lymphoma (LYM). Multi-model inference methodology was applied for all groups to construct flexible radiation risk models. The models revealed complex radiation risk patterns with strong dependencies on dose, age, and sex. The ALL group showed high radio-sensitivity with risk decreasing strongly with attained age. The AML group demonstrated a strong non-linear dose response requiring special considerations for fractionated or protracted exposures. The CML model showed a strong dependence on time since exposure. Excess relative risk for the lymphoma group was smaller than other groups and displayed significant sex differences. The developed models for leukaemia and lymphoma provide robust risk predictions for a large variety of adult exposure scenarios with ionising radiation. Multi-model inference proved to be an important tool in the construction of such flexible risk models. The models can be safely used in risk assessment tools or for lifetime risk evaluations.

Indexed as

Atomic Bomb SurvivorsLeukemia, Radiation-InducedLymphomaNeoplasms, Radiation-InducedAdolescentAdultAgedChildChild, PreschoolFemaleHumansJapanMaleMiddle AgedNuclear WeaponsRisk AssessmentLeukaemiaLeukaemia risk modelsLife Span StudyLymphomaMulti-model inferenceProZES softwareRadiation riskRisk factors

Identifiers

PMID42573754
PMCPMC13687226

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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.