Response to the Letters Regarding the North American Society of Pediatric Gastroenterology, Hepatology and Nutrition NAFLD Guidelines
Notice bibliographique
Résumé
Reply: We thank the authors for their interest in the recent North American Society of Pediatric Gastroenterology, Hepatology and Nutrition (NASPGHAN) guidelines on pediatric nonalcoholic fatty liver disease (NAFLD) (1). Dr Vajro calls for a screening approach to minimize the rate of false negatives so that children with NAFLD will not be missed. The suggestions include the use of norm-based aminotransferase cutoffs with additional consideration to the use of abdominal ultrasound, as is recommended in the European Society of Pediatric Gastroenterology, Hepatology and Nutrition (ESPGHAN) guidelines. In direct contrast, Drs Koot and Benninga call for setting the ALT cutoff higher to improve specificity while decreasing sensitivity with the thought that, “missing NAFLD is not directly harmful.” Finally, Dr Noritz points out the differential diagnosis is even broader than what was included in the guideline, and suggests inclusion of creatine kinase in the diagnostic evaluation to assess for occult muscle disease as a cause of aminotransferase elevation. Collectively these letters support the complexity of screening for NAFLD and the challenge of identifying the cause of elevated liver chemistry once it is detected. In the guidelines, ALT is recommended as a screening tool because it is universally available, inexpensive, and has the largest body of evidence to supports its use. We agree that is important to use the correct cutoffs in interpreting ALT. The data presented are based upon the SAFETY study from the United States and the CALIPER study from Canada (2,3). Taken together, the aminotransferase cutoffs suggested in these studies were derived from populations that reflect nearly two-thirds of the North American population. The combination of high cost of ultrasound combined with low diagnostic accuracy limit its utility as a screening tool (4). ALT also has the advantage of being more amenable to repeat measurement and having a stronger relationship with disease severity. As also noted in the guidelines, having a one-time determination of any degree of ALT elevation is not sufficient to make a diagnosis of NAFLD, or to know the cause of the elevation. Nevertheless, we acknowledge the ongoing challenges of deciding when to repeat liver chemistries, the extent of additional testing required, and at what point to consider liver biopsy. In addition to the evidence-based recommendations, the guidelines document offered an algorithm that balances the need for clinical judgment regarding an individual patient with some guidance on how to interpret and evaluate ALT elevation. This algorithm uses the degree of ALT elevation to help direct the clinical approach. The document is intended to guide the clinician, not rigidly dictate an approach nor remove clinical judgment. The clinical history may support testing for etiologies beyond those enumerated in the guideline, such as creatine kinase. The ALT cutoffs represented in the algorithm are derived from the relevant setting of a large study of screening done in primary care with referral to pediatric gastroenterology for evaluation (5). Notably, 11% of children in this study who were overweight or obese with an ALT elevation were found to have advanced fibrosis. Thus, we agree that identifying NAFLD is important and would like to underscore that the concept that NAFLD is not harmful to children is outdated. There is a growing body of literature showing the risk for serious hepatic, endocrine, and cardiovascular outcomes in children with NAFLD (6–9).
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,005 | 0,042 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,001 |
| Méta-épidémiologie (sens large) | 0,001 | 0,002 |
| Bibliométrie | 0,001 | 0,001 |
| Études des sciences et des technologies | 0,002 | 0,002 |
| Communication savante | 0,003 | 0,004 |
| Science ouverte | 0,002 | 0,002 |
| Intégrité de la recherche | 0,032 | 0,037 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,017 | 0,017 |
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 source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».