The Authors Reply
Notice bibliographique
Résumé
We thank Dr. Delafosse and colleagues for their letter in response to our article1Lee T. Chung Y. Poulton C.J. et al.Serum albumin at partial remission predicts outcomes in membranous nephropathy.Kidney Int Rep. 2020; 5: 706-717Abstract Full Text Full Text PDF PubMed Scopus (2) Google Scholar on the prognostic value of serum albumin in patients with primary membranous nephropathy. Our retrospective analysis lacked measurements of anti-PLA2R antibody titers to assess the prognostic value of normalized albuminemia independently of immunologic remission. We are therefore delighted to see that in their data, normalization of serum albumin at the time of immunologic remission is associated with a greater likelihood of complete remission and fewer relapses. These findings highlight an important question: What does the measurement of serum albumin truly capture in membranous nephropathy and other nephrotic diseases? Albuminemia is clearly far more than a corollary measure of urinary loss of protein. The inverse correlation between albuminemia and the degree of proteinuria is rather weak (Figure 1). Data suggest that the relationship between proteinuria and hypoalbuminemia differs between different nephrotic diseases.2Gupta K. Iskandar S.S. Daeihagh P. et al.Distribution of pathologic findings in individuals with nephrotic proteinuria according to serum albumin.Nephrol Dial Transplant. 2008; 23: 1595-1599Crossref PubMed Scopus (14) Google Scholar The mechanisms of hypoalbuminemia are multiple, but are significantly influenced by reduced albumin synthesis in response to systemic inflammation.3Kaysen G.A. Biological basis of hypoalbuminemia in ESRD.J Am Soc Nephrol. 1998; 9: 2368-2376PubMed Google Scholar In turn, hypoalbuminemia affects the physiologic response to inflammatory states, as highlighted by its independent association with complications of nephrotic syndrome, such as venous thromboembolism4Gyamlani G. Molnar M.Z. Lu J.L. et al.Association of serum albumin level and venous thromboembolic events in a large cohort of patients with nephrotic syndrome.Nephrol Dial Transplant. 2017; 32: 157-164Crossref PubMed Scopus (22) Google Scholar and infections. It stands to reason that albuminemia provides a measure of the systemic effect of nephrotic syndrome and its “disease activity” independently of proteinuria. While awaiting confirmation in other cohorts, this report by Delafosse et al. augments the recognition of hypoalbuminemia as a valuable indicator of systemic disease activity in membranous nephropathy, possibly independently of the autoimmune process. Serum Albumin at Partial Remission Predicts Outcomes in Membranous NephropathyKidney International ReportsVol. 5Issue 5PreviewIn primary membranous nephropathy (MN), partial remission (PR) (≥50% reduction of proteinuria to <3.5 g/d) is associated with a greater risk of relapse and end-stage kidney disease (ESKD) compared with complete remission (CR). We aimed to determine factors associated with relapse or renal failure in patients who attain the standard definition of PR. Full-Text PDF Open AccessSerum Albumin Still of Interest to Predict Outcomes in Membranous Nephropathy in the Era of Phospholipase A2 ReceptorKidney International ReportsVol. 5Issue 9PreviewIn a recent retrospective study, Lee et al.1 demonstrated the interest of serum albumin (sAlb) as a prognostic marker of outcome in primary membranous nephropathy. The most significant limitation of their study was the absence of information about patients’ phospholipase A2 receptor (PLA2R) status. Indeed, during the past decade, accumulating evidence suggested that clinical remission is preceded by immunological remission2,3 and PLA2R serology has become an essential tool for primary membranous nephropathy monitoring. Full-Text PDF Open Access
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 | 0,052 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,001 |
| Méta-épidémiologie (sens large) | 0,002 | 0,002 |
| Bibliométrie | 0,001 | 0,001 |
| Études des sciences et des technologies | 0,003 | 0,003 |
| Communication savante | 0,004 | 0,006 |
| Science ouverte | 0,004 | 0,004 |
| Intégrité de la recherche | 0,031 | 0,043 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,016 | 0,012 |
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 ».