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Record W1494745552 · doi:10.1186/ar1414

Advanced glycation endproducts in the development of osteoarthritis

2004· article· en· W1494745552 on OpenAlex
Jeroen DeGroot, RA Bank, JWJ Bijlsma, J.M. TeKoppele, Nicole Verzijl, FPJG Lafeber

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.

fundA Canadian funder is recorded on the work.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueArthritis Research · 2004
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicAdvanced Glycation End Products research
Canadian institutionsnot available
FundersCanadian Arthritis NetworkSchool of Medicine, University of California, San DiegoMenzies Institute for Medical ResearchNational Cancer InstituteArthritis SocietyUniversity of North Carolina at Chapel HillGenentechNational Institutes of HealthBiogenLupus Research InstitutePfizerNatural Sciences and Engineering Research Council of CanadaDutch Arthritis AssociationOesterreichische NationalbankDeutsche ForschungsgemeinschaftNuffield FoundationPhysiotherapy Foundation of CanadaCanadian Institutes of Health ResearchNational Institute of Arthritis and Musculoskeletal and Skin DiseasesLupus Research AllianceWellcome TrustNewcastle UniversityNational Institute of Allergy and Infectious DiseasesHoward Hughes Medical InstituteAustrian Science FundArthritis Foundation
KeywordsComputer science

Abstract

fetched live from OpenAlex

Osteoarthritis (OA) is one of the most prevalent and disabling chronic conditions affecting the elderly. The most prominent feature of OA is the progressive destruction of articular cartilage resulting in impaired joint motion, severe pain and, ultimately, disability. Age is identified as the main risk factor for the development of OA, but the mechanism by which aging is involved still remains largely unclear. Age-related changes in the articular cartilage could play an important role in the susceptibility of cartilage to OA. One of the major age-related changes in articular cartilage is the accumulation of advanced glycation endproducts (AGEs), resulting from the spontaneous reaction of reducing sugars with proteins. The present studies were designed to investigate whether AGE accumulation in cartilage may predispose to the development of OA. The role of AGEs in the development of OA was studied by a combination of in vitro , ex vivo and in vivo experiments. The type and quantity of AGEs in human articular cartilage were determined using HPLC and GC-MS methods. Effects of AGE accumulation on cartilage extracellular matrix turnover were assessed in human articular cartilage and bovine alginate cultures using radiolabel incorporation, colorimetric, enzyme activity and HPLC analyses. The in vivo role of AGEs in OA predisposition was studied in the canine ACLT model for OA. High levels of all well-characterized AGEs (pentosidine, carboxymethyllysine and carboxyethyllysine) accumulate with age in cartilage collagen. Furthermore, an age-related increase of general measures of AGEs (fluorescence at 370/440 nm, browning, and amino acid modification) was also observed [ 1 ]. Accumulation of AGEs was correlated with increased stiffness and brittleness of the cartilage, rendering it more prone to mechanical damage. In addition to affecting the mechanical properties of tissues, articular cartilage chondrocytes show decreased proteoglycan and collagen synthesis at increased AGE levels. Degradation of AGE-modified collagen by matrix metalloproteinases is impaired compared with unmodified collagen. In a canine study of experimentally induced OA by anterior cruciate ligament transection, animals with elevated AGE levels suffered from more severe OA than those with normal AGE levels [ 2 ]. Moreover, in a cross-sectional study using human articular cartilage samples obtained at autopsy, the presence of cartilage degeneration was associated with higher AGE levels in the joint cartilage. AGE accumulation in cartilage leads to decreased mechanical properties (increased stiffness and brittleness) and impaired extracellular matrix turnover (decreased synthesis and degradation). Together these data support the hypothesis presented in Fig. 1 that the age-related accumulation of AGEs changes the properties of articular cartilage and thereby renders the tissue more prone to the development of OA. Hypothesis of how advanced glycation endproduct (AGE)-related accumulation of AGEs could predispose to the development of osteoarthritis (OA).

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.

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.449
Threshold uncertainty score0.333

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.038
GPT teacher head0.363
Teacher spread0.325 · 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