PLASMA CONCENTRATIONS OF HOMOARGININE ARE ASSOCIATED WITH RISK OF TOTAL JOINT REPLACEMENT REVISION SURGERY
Notice bibliographique
Résumé
Osteoarthritis (OA) is a highly prevalent joint disorder worldwide, with 1 in 5 Canadians over the age of 60 living with the disease. After all conservative modalities fail, the most effective treatment for OA is total joint arthroplasty (TJA). Over 130,000 hip and knee arthroplasties were performed in Canada during 2018–2019. Thesearthroplasties are expected to last 15–20 years; however, 2–5% of patients require an early prosthetic revision. Metabolomic technology has introduced a novel and effective approach to study disease etiology and treatment pathways at the biochemical level. Existing literature suggests a link exists between Arginine supplementation and surgical infection rates. However, no studies on the metabolomics of TJA revisions have been reported to date. Study participants included 1,086 TJA patients recruited between 2011 and 2017 at two provincial tertiary care hospitals that provide TJA. A subset of this cohort (n=481) had plasma metabolomic data available (630 metabolites and 230 sum and ratios) that was profiled utilizing a method previously published by our group. The majority of these patients underwent TJA due to OA and their revision status was collected through a chart review on the provincial Health Care Information System. Individual metabolite concentrations between revision and non-revision groups were analyzed with the predefined significance level of p?7.9×10-5 to adjust for multiple testing with Bonferroni's method. In the cohort of 481 patients 18 were found to have undergone a revision, giving a revision rate of 3.7% in this group. The mean age was 65 years, mean BMI 33.9 kg/m2, and 57% of these patients were female. These demographic variables were not found to be significantly associated with revision status. Out of the 630 metabolites and 230 sum and ratios, we found that homoarginine (HArg) was significantly lower in patients who required revision surgery (Figure 1). The receiver operator curve (ROC) analysis found an area under the curve (AUC) of 0.76 for HArg to discriminate revision from non-revision patients. We further restricted our analysis to those revision cases due to infection (n=6) and found that the AUC increased to 0.915. When standardizing HArg concentration to Z-score, per SD decrease in HArg was associated with a 4.47 times risk for revision in the entire cohort and a 23.2 times risk for revisions due to infection. Further, we found no associations between arginine, lysine, and revision but the ratio of HArg to the sum of arginine and lysine was significantly associated with revision, suggesting the synthesis of HArg was reduced in revision patients. These findings are limited by sample size but suggest that HArg level is predictive for patients that will subsequently require revision surgery. These findings are intriguing given the role of HArg in NO synthesis and the growing literature that arginine supplementation reduces post-operative infection rates. For any figures or tables, please contact the authors directly.
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Prédiction distillée sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.
Scores Codex et Gemma par catégorie
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,001 | 0,002 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,001 | 0,000 |
| Bibliométrie | 0,000 | 0,001 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,000 | 0,000 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,000 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule tête enseignante, pas un consensus.
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