Evidence map›Paper›PMID 42135593›Full record

ArticleInternational journal of cancer2026

Early-Life Exposures and Risk of Multiple Myeloma: A Population-Based Case-Control Study in Australia.

Zhuoyu Sun, Julie K Bassett, Simon Cheah, Fiona J Bruinsma, Wendy Cozen, Simon J Harrison, H Miles Prince, Nicole Wong Doo, Graham G Giles, Roger L Milne and 1 more

Abstract read
In one paragraph

Article in International journal of cancer, 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
–field-weighted citation impact
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

11 authors.

Zhuoyu SunDepartment of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, Tianjin, China.ORCID https://orcid.org/0000-0002-4536-1307
Julie K BassettCancer Epidemiology Division, Cancer Council Victoria, Melbourne, Australia.ORCID https://orcid.org/0000-0003-0799-4821
Simon CheahCancer Epidemiology Division, Cancer Council Victoria, Melbourne, Australia.
Fiona J BruinsmaCancer Epidemiology Division, Cancer Council Victoria, Melbourne, Australia.
Wendy CozenUniversity of California, Irvine, California, USA.
Simon J HarrisonSir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, Australia.
H Miles PrinceSir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, Australia.
Nicole Wong DooConcord Clinical School, University of Sydney, Sydney, Australia.
Graham G GilesCancer Epidemiology Division, Cancer Council Victoria, Melbourne, Australia.
Roger L MilneCancer Epidemiology Division, Cancer Council Victoria, Melbourne, Australia.
Brigid M LynchCancer Epidemiology Division, Cancer Council Victoria, Melbourne, Australia.ORCID https://orcid.org/0000-0001-8060-547X

Funding

National Health and Medical Research Council 1029885
6 · The paper itself

Abstract

Multiple myeloma (MM) is a hematologic malignancy with few known modifiable risk factors. Early-life exposures may influence immune system development and, in turn, affect cancer susceptibility. We examined whether exposures while in utero or during early childhood were associated with MM risk. We conducted a population- and family-based case-control study with 782 MM cases and 1121 controls. Early-life exposures including maternal smoking, being breastfed, childhood growth patterns, household living arrangements, and pet ownership were self-reported. Multivariable logistic regression models, adjusted for age at enrolment, sex, country of birth, socioeconomic position, rural-urban residence and birth weight, were fitted using multiple imputation by chained equations to handle missing data. Living in a home with five or more children was associated with a lower risk of MM (OR = 0.57, 95% CI: 0.38-0.86). Sharing a bedroom before age 11 years (OR = 0.80, 95% CI: 0.64-1.00) and pet ownership in early childhood (OR = 0.76, 95% CI: 0.60-0.98) were also inversely associated with MM risk. No clear associations were observed for maternal smoking during pregnancy (OR = 1.09, 95% CI: 0.79-1.51), being breastfed (OR = 0.96, 95% CI: 0.72-1.28), or height relative to peers at age 7 or 11 (7 years: OR = 1.10, 95% CI: 0.86-1.41; 11 years: OR = 1.06, 95% CI: 0.83-1.34). Our findings support the hypothesis that early-life immune stimulation through environmental exposures may reduce the risk of MM. Further studies are needed to elucidate the biological mechanisms underlying these associations and to explore potential preventive strategies.

Indexed as

Environmental ExposureMultiple MyelomaPrenatal Exposure Delayed EffectsAdultAustraliaBreast FeedingCase-Control StudiesChildDevelopmental Origins of Health and DiseaseFemaleHumansMaleMiddle AgedPetsPregnancyRisk Factorsbreastfeedingchildhood environmentimmune developmentmaternal smokingpet ownership

Identifiers

PMID42135593
PMCPMC13432434

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.