Evidence map›Paper›PMID 42368221›Full record

ArticleCancer informatics2026

Widening Health Inequality and Causal Metabolic Drivers in Global Colorectal Cancer: A Multi-Dimensional Study.

Song Gao, Mingying Peng, Susu Han, Yufei Tang, Juan Ren, Yi Cen, Fenggang Hou, Lianyu Chen, Xiaoling Yin

Abstract read
In one paragraph

Article in Cancer informatics, 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

9 authors.

Song GaoShanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, China.ORCID https://orcid.org/0000-0002-4587-5527
Mingying PengShanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, China.ORCID https://orcid.org/0000-0002-1094-9274
Susu HanShanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, China.
Yufei TangShanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, China.
Juan RenShanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, China.
Yi CenDepartment of Integrative Medicine, Zhoupu Hospital, Pudong New Area, Shanghai, China.
Fenggang HouDepartment of Integrative Medicine, Zhongshan Hospital, Fudan University, Shanghai, China.
Lianyu ChenDepartment of Oncology, Shanghai Medical College, Fudan University, China.
Xiaoling YinShanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: To describe the geographical distribution of global colorectal cancer (CRC) and the time trend of its disease burden from 1990 to 2021, and to predict its future development. Methods: Data were derived from the Global Burden of Disease Study 2021 (GBD 2021, IHME database), covering 204 countries and 21 GBD regions. Analyses were conducted both globally and stratified by socio-demographic index (SDI) region. Three-stage analysis was carried out around incidence, mortality and disability-adjusted life years (DALYs): trend analysis by Joinpoint regression and age-period-cohort model; decomposition of disease burden drivers by Das Gupta decomposition and data envelopment analysis; 15-year forecasting based on the Bayesian age-period-cohort analysis. In addition, the causal effect of BMI on CRC risk was assessed using the Mendelian randomization (MR) method. Results: In 2021, 2.19 million new CRC cases were reported globally (age-standardized incidence rate 25.61/100 000). From 1990 to 2021, the incidence rate continued to rise, while the mortality rate and DALYs declined - a divergence likely attributable to improved screening and treatment, particularly in high-SDI regions. Population aging is the primary driving factor for the increased CRC global burden (47.44%), while population growth is dominant in low SDI regions. Health inequality increased, and the slope index rose from 437 in 1990 to 575 in 2021. Projections showed that the incidence rate will increase slightly (+0.56%) by 2036, while the mortality rate (-9.5%) and DALYs (-8.1%) will continue to decline. MR analysis supported a causal association between BMI and increased CRC risk. Conclusion: The global CRC burden remains substantial, driven by population aging, the obesity epidemic, and widening regional disparities. Strategies should prioritize age-targeted screening in high-SDI regions, expand early detection in low-SDI areas, and integrate obesity control into national non-communicable disease prevention frameworks.

Indexed as

body mass indexcolorectal cancerglobal burden of diseasehealth equitymendelian randomization analysis

Identifiers

PMID42368221
PMCPMC13305501

What Socratic holds

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LicenceCC BY-NC
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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 Socratic graph.