Can Campylobacter coli induce Guillain-Barré syndrome?
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Campylobacter jejuni enteritis is the most frequently identified infection preceding the Guillain-Barré syndrome (GBS) and neural damage is thought to be induced through molecular mimicry between C. jejuni lipo-oligosaccharide (LOS) and human gangliosides [1].It has been questioned whether or not other Campylobacter species, including C. curvus, C. upsaliensis and C. coli, could be similarly involved [2][3][4].This is relevant because it would imply that bacterial factors considered important in the aetiology of GBS crossed species barriers.Two prior reports have appeared where C. coli was putatively associated with a case of GBS [2,3].We here present two female patients with GBS, one from the Netherlands (patient GB50) and one from France (patient 664H2004).From a faecal specimen obtained for both patients, a C. coli strain was isolated.On the basis of surface protein profiling, the strains were unequivocally demonstrated to belong to the species C. coli (results not shown).The strains were encoded GB50 and 664H2004, respectively, and stored at -80°C.For patient GB50, a serum sample obtained at the acute GBS phase was available.This sample was also stored at -80°C.Strains were grown on Mueller-Hinton agar at 37°C for 48 h, after which DNA was extracted, as described by Pitcher et al. [5].Amplified fragment length polymorphism (AFLP) analysis was performed, as described by Duim et al. [6].In brief, 1 µg of genomic DNA was digested with the HindIII-HhaI restriction enzyme combination and sitespecific adaptors were ligated to the restriction fragments.Primers complementary to the adaptor and restriction site sequence were used in pre-selective and selective polymerase chain reaction (PCR) amplifications.The amplified and fluorescently labelled fragments were loaded on an ABI Prism 377 automated sequencer.GeneScan version 3.1 (Applied Biosystems) was used for data collection, and the AFLP profiles were imported, using the CrvConv filter, in BioNumerics 4.61 (Applied Maths, Belgium) for normalisation and further analysis.The obtained AFLP profiles were included in an in-house AFLP reference frame, containing
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it