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Four trajectories of 24-hour urine protein levels in real-world lupus nephritis cohorts
OBJECTIVES: A 24-hour urine protein (24hUP) is a key measurement in the management of lupus nephritis (LN); however, trajectories of 24hUP in LN is poorly defined. METHODS: Two LN cohorts that underwent renal biopsies at Renji Hospital were included. Patients received standard of care in a real-worl...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10201270/ https://www.ncbi.nlm.nih.gov/pubmed/37208030 http://dx.doi.org/10.1136/rmdopen-2022-002930 |
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author | Zhang, Danting Sun, Fangfang Chen, Jie Ding, Huihua Wang, Xiaodong Shen, Nan Li, Ting Ye, Shuang |
author_facet | Zhang, Danting Sun, Fangfang Chen, Jie Ding, Huihua Wang, Xiaodong Shen, Nan Li, Ting Ye, Shuang |
author_sort | Zhang, Danting |
collection | PubMed |
description | OBJECTIVES: A 24-hour urine protein (24hUP) is a key measurement in the management of lupus nephritis (LN); however, trajectories of 24hUP in LN is poorly defined. METHODS: Two LN cohorts that underwent renal biopsies at Renji Hospital were included. Patients received standard of care in a real-world setting and 24hUP data were collected over time. Trajectory patterns of 24hUP were determined using the latent class mixed modelling (LCMM). Baseline characters were compared among trajectories and multinomial logistic regression was used to determine independent risk factors. Optimal combinations of variables were identified for model construction and user-friendly nomograms were developed. RESULTS: The derivation cohort composed of 194 patients with LN with 1479 study visits and a median follow-up of 17.5 (12.2–21.7) months. Four trajectories of 24hUP were identified, that is, Rapid Responders, Good Responders, Suboptimal Responders and Non-Responders, with the KDIGO renal complete remission rates (time to complete remission, months) of 84.2% (4.19), 79.6% (7.94), 40.4% (not applicable) and 9.8% (not applicable), respectively (p<0.001). The ‘Rapid Responders’ distinguish itself from other trajectories and a nomogram, composed of age, systemic lupus erythematosus duration, albumin and 24hUP yielded C-indices >0.85. Another nomogram to predict ‘Good Responders’ yielded C-indices of 0.73~0.78, which composed of gender, new-onset LN, glomerulosclerosis and partial remission within 6 months. When applied to the validation cohort with 117 patients and 500 study visits, nomograms effectively sorted out ‘Rapid Responders’ and ‘Good Responders’. CONCLUSION: Four trajectories of LN shed some light to guide the management of LN and further clinical trials design. |
format | Online Article Text |
id | pubmed-10201270 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-102012702023-05-23 Four trajectories of 24-hour urine protein levels in real-world lupus nephritis cohorts Zhang, Danting Sun, Fangfang Chen, Jie Ding, Huihua Wang, Xiaodong Shen, Nan Li, Ting Ye, Shuang RMD Open Lupus OBJECTIVES: A 24-hour urine protein (24hUP) is a key measurement in the management of lupus nephritis (LN); however, trajectories of 24hUP in LN is poorly defined. METHODS: Two LN cohorts that underwent renal biopsies at Renji Hospital were included. Patients received standard of care in a real-world setting and 24hUP data were collected over time. Trajectory patterns of 24hUP were determined using the latent class mixed modelling (LCMM). Baseline characters were compared among trajectories and multinomial logistic regression was used to determine independent risk factors. Optimal combinations of variables were identified for model construction and user-friendly nomograms were developed. RESULTS: The derivation cohort composed of 194 patients with LN with 1479 study visits and a median follow-up of 17.5 (12.2–21.7) months. Four trajectories of 24hUP were identified, that is, Rapid Responders, Good Responders, Suboptimal Responders and Non-Responders, with the KDIGO renal complete remission rates (time to complete remission, months) of 84.2% (4.19), 79.6% (7.94), 40.4% (not applicable) and 9.8% (not applicable), respectively (p<0.001). The ‘Rapid Responders’ distinguish itself from other trajectories and a nomogram, composed of age, systemic lupus erythematosus duration, albumin and 24hUP yielded C-indices >0.85. Another nomogram to predict ‘Good Responders’ yielded C-indices of 0.73~0.78, which composed of gender, new-onset LN, glomerulosclerosis and partial remission within 6 months. When applied to the validation cohort with 117 patients and 500 study visits, nomograms effectively sorted out ‘Rapid Responders’ and ‘Good Responders’. CONCLUSION: Four trajectories of LN shed some light to guide the management of LN and further clinical trials design. BMJ Publishing Group 2023-05-19 /pmc/articles/PMC10201270/ /pubmed/37208030 http://dx.doi.org/10.1136/rmdopen-2022-002930 Text en © Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Lupus Zhang, Danting Sun, Fangfang Chen, Jie Ding, Huihua Wang, Xiaodong Shen, Nan Li, Ting Ye, Shuang Four trajectories of 24-hour urine protein levels in real-world lupus nephritis cohorts |
title | Four trajectories of 24-hour urine protein levels in real-world lupus nephritis cohorts |
title_full | Four trajectories of 24-hour urine protein levels in real-world lupus nephritis cohorts |
title_fullStr | Four trajectories of 24-hour urine protein levels in real-world lupus nephritis cohorts |
title_full_unstemmed | Four trajectories of 24-hour urine protein levels in real-world lupus nephritis cohorts |
title_short | Four trajectories of 24-hour urine protein levels in real-world lupus nephritis cohorts |
title_sort | four trajectories of 24-hour urine protein levels in real-world lupus nephritis cohorts |
topic | Lupus |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10201270/ https://www.ncbi.nlm.nih.gov/pubmed/37208030 http://dx.doi.org/10.1136/rmdopen-2022-002930 |
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