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Record W1532692760 · doi:10.1155/2011/451036

What Made Canada Become a Country with the Highest Incidence of Inflammatory Bowel Disease: Could Sucralose be the Culprit?

2011· article· en· W1532692760 on OpenAlexvenueaboutno aff
Xiaofa Qin

Bibliographic record

VenueCanadian Journal of Gastroenterology · 2011
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicInflammatory Bowel Disease
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineIncidence (geometry)EpidemiologyInflammatory bowel diseasePopulationEtiologyUlcerative colitisDemographyDiseaseEnvironmental healthInternal medicine

Abstract

fetched live from OpenAlex

I nflammatory bowel disease (IBD) (which includes both ulcerative colitis and Crohn's disease [CD]) emerged and dramatically increased in the past century (1).Early studies revealed that IBD was most prevalent in countries such as the United Kingdom, the United States and those in northern Europe (1).Compared with these countries, the prevalence of IBD in Canada was much lower.This was demonstrated in early epidemiological studies conducted in Canada.According to a review by Mayberry and Rhodes (2), a study published in 1972 reported the incidence and prevalence of CD in Sherbrooke, Quebec, at only 0.7 and 6.3 per 100,000 population, respectively, which were much lower than countries such as the United Kingdom, the United States, Sweden, Denmark, and even Israel and New Zealand at the same time or even decades earlier.However, studies in recent years have suddenly found that Canada has become a country with the highest incidence of IBD (3).For example, the prevalence of CD in Alberta in 1981 was only 44 per 100,000 population (4), compared with 91 per 100,000 in Olmsted County, Minnesota (USA) on January 1, 1980 (5).However, the prevalence of CD in Alberta increased to 283 per 100,000 on July 1, 2000 (3), compared with 174 per 100,000 in Olmsted County in January 1, 2001 (6).It would be valuable to know what caused the dramatic increase of IBD in Canada because it may provide critical information regarding its etiology.A decade ago, a series of accidental findings made me suspect that the impaired inactivation of digestive proteases due to the inhibition of gut bacteria by dietary chemicals, such as saccharin, play a causative role in IBD as a result of the accelerated degradation of the mucous layer and underlying endothelium (7).It provided an explanation for many puzzles in IBD such as the dramatic increase of IBD in the 1950s and 1960s, and its levelling off since the latter part of the 1970s, as observed in many western countries including Canada (4,7).However, this hypothesis was challenged by the failure to provide an explanation for the recent high incidence of IBD in Canada, which had adopted more stringent standards for the use of saccharin than most other western countries after the finding of carcinogenic effects of saccharin on the bladders of experimental animals in 1977.If not saccharin, then what caused the remarkable increase of IBD in Canada?I suggest that sucralose may be the culprit.Sucralose is a new, non-nutrient, high-intensity sweetener that has many superior properties.It is approximately 600 times sweeter than sucrose (thus two times sweeter than saccharin).Similar to saccharin, sucralose is heat and pH stable, but without the bitter aftertaste (8).In 1991, Canada was the first country to approve the use of sucralose, and it was allowed to be used as a tabletop sweetener in breakfast cereals, beverages, desserts, toppings, fillings, chewing gum, breath mints, fruit spreads, salad dressings, confectionary, bakery products, processed fruits and vegetables, alcoholic beverages, puddings and table syrups (8).Interestingly, the study by Wrobel et al (9) reported that the incidence of pediatric IBD in Southern Alberta was 2.3 (per 100,000 population)

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.008
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.068
Threshold uncertainty score0.264

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.004
Science and technology studies0.0050.004
Scholarly communication0.0060.004
Open science0.0020.001
Research integrity0.0040.005
Insufficient payload (model declined to judge)0.0120.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.006
GPT teacher head0.188
Teacher spread0.182 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations18
Published2011
Admission routes2
Has abstractyes

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Same venueCanadian Journal of GastroenterologySame topicInflammatory Bowel DiseaseFrench-language works237,207