A24 INCREASE IN OXIDATIVE STRESS AS MEASURED BY SERUM CYSTEINE-BASED REDOX SENSING, IS ASSOCIATED WITH FUTURE RISK OF CROHN’S DISEASE.
Bibliographic record
Abstract
Abstract Background Crohn’s disease (CD) is a gastrointestinal disorder characterized by chronic inflammation. While increased oxidative stress is observed in established CD patients, it remains unknown whether a shift in redox status is present before the diagnosis of CD and whether it is correlated with changes in immune response and microbial composition. Our hypothesis is that oxidative stress plays a role in the development of CD, and it could be detected before the diagnosis of CD. Aims We aimed to assess the association between the serum redox state-related indicators, specifically cysteine (reduced form) and cysteine sulfinic acid (oxidized form), quantified by mass spectrometry, with future risk of CD and if this is further correlated with markers of systemic inflammation and alterations in gut microbiota composition. Methods In the Genetic Environment Microbial Project, a cohort of first-degree relatives (FDRs) of CD patients was prospectively followed. Among them, we identified subjects who later developed CD, defined as pre-CD (n=69), and matched them at a 1:4 ratio with FDRs who remained disease-free (n=276). Conditional logistic regression assessed the association with future CD. Partial Spearman regression evaluated correlation with systemic inflammation, as indicated by c-reactive protein (CRP), and with changes in gut microbiota composition (determined by fecal 16S rRNA sequencing). Results Elevated cysteine was negatively associated with the likelihood of developing CD (Est = -1.18; p = 0.02) and negatively correlated with CRP levels (coeff = -1.04; p = 0.028). In contrast, cysteine sulfinic acid was positively associated with CD (Est = 1.15; p = 0.0004) and positively correlated with CRP levels (coeff = 1.11; p = 0.001). Specifically, their association with CD is independent of CRP levels. Three microbial risk taxa, which we previously reported to be associated with the future development of CD, were significantly correlated with cysteine sulfinic acid (p = 0.05). Conclusions This study is the first to report that when redox status shifts towards oxidative stress, as indicated by the level of cysteine and cysteine sulfinic acid, the likelihood of CD increases. Furthermore, these markers also correlate with early pre-clinical inflammation, as indicated by CRP levels as well as gut microbiota composition, indicating a change of gut microbiota composition when the redox status shifts towards oxidative stress. Funding Agencies:
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".