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Association between metabolic obesity phenotypes and multiple myeloma hospitalization burden: A national retrospective study
BACKGROUND & PURPOSE: Obesity and metabolic disorders were associated with increased risk of MM, a disease characterized by high risk of relapsing and require frequent hospitalizations. In this study, we conducted a retrospective cohort study to explore the association of metabolic obesity pheno...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9996033/ https://www.ncbi.nlm.nih.gov/pubmed/36910611 http://dx.doi.org/10.3389/fonc.2023.1116307 |
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author | Zhang, Yue Fan, Xiude Zhao, Chunhui Yuan, Zinuo Cheng, Yiping Wu, Yafei Han, Junming Yuan, Zhongshang Zhao, Yuanfei Lu, Keke |
author_facet | Zhang, Yue Fan, Xiude Zhao, Chunhui Yuan, Zinuo Cheng, Yiping Wu, Yafei Han, Junming Yuan, Zhongshang Zhao, Yuanfei Lu, Keke |
author_sort | Zhang, Yue |
collection | PubMed |
description | BACKGROUND & PURPOSE: Obesity and metabolic disorders were associated with increased risk of MM, a disease characterized by high risk of relapsing and require frequent hospitalizations. In this study, we conducted a retrospective cohort study to explore the association of metabolic obesity phenotypes with the readmission risk of MM. PATIENTS & METHODS: We analyzed 34,852 patients diagnosed with MM from the Nationwide Readmissions Database (NRD), a nationally representative database from US. Hospitalization diagnosis of patients were obtained using ICD-10 diagnosis codes. According to obesity and metabolic status, the population was divided into four phenotypes: metabolically healthy non-obese (MHNO), metabolically unhealthy non-obese (MUNO), metabolically healthy obese (MHO), and metabolically unhealthy obese (MUO). The patients with different phenotypes were observed for hospital readmission at days 30-day, 60-day, 90-day and 180-day. Multivariate cox regression model was used to estimate the relationship between obesity metabolic phenotypes and readmissions risk. RESULTS: There were 5,400 (15.5%), 7,255 (22.4%), 8,025 (27.0%) and 7,839 (35.6%) unplanned readmissions within 30-day, 60-day, 90-day and 180-day follow-up, respectively. For 90-day and 180-day follow-up, compared with patients with the MHNO phenotype, those with metabolic unhealthy phenotypes MUNO (90-day: P = 0.004; 180-day: P = < 0.001) and MUO (90-day: P = 0.049; 180-day: P = 0.004) showed higher risk of readmission, while patients with only obesity phenotypes MHO (90-day: P = 0.170; 180-day: P = 0.090) experienced no higher risk. However, similar associations were not observed for 30-day and 60-day. Further analysis in 90-day follow-up revealed that, readmission risk elevated with the increase of the combined factor numbers, with aHR of 1.068 (CI: 1.002-1.137, P = 0.043, with one metabolic risk factor), 1.109 (CI: 1.038-1.184, P = 0.002, with two metabolic risk factors) and 1.125 (95% CI: 1.04-1.216, P = 0.003, with three metabolic risk factors), respectively. CONCLUSION: Metabolic disorders, rather than obesity, were independently associated with higher readmission risk in patients with MM, whereas the risk elevated with the increase of the number of combined metabolic factors. However, the effect of metabolic disorders on MM readmission seems to be time-dependent. For MM patient combined with metabolic disorders, more attention should be paid to advance directives to reduce readmission rate and hospitalization burden. |
format | Online Article Text |
id | pubmed-9996033 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-99960332023-03-10 Association between metabolic obesity phenotypes and multiple myeloma hospitalization burden: A national retrospective study Zhang, Yue Fan, Xiude Zhao, Chunhui Yuan, Zinuo Cheng, Yiping Wu, Yafei Han, Junming Yuan, Zhongshang Zhao, Yuanfei Lu, Keke Front Oncol Oncology BACKGROUND & PURPOSE: Obesity and metabolic disorders were associated with increased risk of MM, a disease characterized by high risk of relapsing and require frequent hospitalizations. In this study, we conducted a retrospective cohort study to explore the association of metabolic obesity phenotypes with the readmission risk of MM. PATIENTS & METHODS: We analyzed 34,852 patients diagnosed with MM from the Nationwide Readmissions Database (NRD), a nationally representative database from US. Hospitalization diagnosis of patients were obtained using ICD-10 diagnosis codes. According to obesity and metabolic status, the population was divided into four phenotypes: metabolically healthy non-obese (MHNO), metabolically unhealthy non-obese (MUNO), metabolically healthy obese (MHO), and metabolically unhealthy obese (MUO). The patients with different phenotypes were observed for hospital readmission at days 30-day, 60-day, 90-day and 180-day. Multivariate cox regression model was used to estimate the relationship between obesity metabolic phenotypes and readmissions risk. RESULTS: There were 5,400 (15.5%), 7,255 (22.4%), 8,025 (27.0%) and 7,839 (35.6%) unplanned readmissions within 30-day, 60-day, 90-day and 180-day follow-up, respectively. For 90-day and 180-day follow-up, compared with patients with the MHNO phenotype, those with metabolic unhealthy phenotypes MUNO (90-day: P = 0.004; 180-day: P = < 0.001) and MUO (90-day: P = 0.049; 180-day: P = 0.004) showed higher risk of readmission, while patients with only obesity phenotypes MHO (90-day: P = 0.170; 180-day: P = 0.090) experienced no higher risk. However, similar associations were not observed for 30-day and 60-day. Further analysis in 90-day follow-up revealed that, readmission risk elevated with the increase of the combined factor numbers, with aHR of 1.068 (CI: 1.002-1.137, P = 0.043, with one metabolic risk factor), 1.109 (CI: 1.038-1.184, P = 0.002, with two metabolic risk factors) and 1.125 (95% CI: 1.04-1.216, P = 0.003, with three metabolic risk factors), respectively. CONCLUSION: Metabolic disorders, rather than obesity, were independently associated with higher readmission risk in patients with MM, whereas the risk elevated with the increase of the number of combined metabolic factors. However, the effect of metabolic disorders on MM readmission seems to be time-dependent. For MM patient combined with metabolic disorders, more attention should be paid to advance directives to reduce readmission rate and hospitalization burden. Frontiers Media S.A. 2023-02-23 /pmc/articles/PMC9996033/ /pubmed/36910611 http://dx.doi.org/10.3389/fonc.2023.1116307 Text en Copyright © 2023 Zhang, Fan, Zhao, Yuan, Cheng, Wu, Han, Yuan, Zhao and Lu https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Zhang, Yue Fan, Xiude Zhao, Chunhui Yuan, Zinuo Cheng, Yiping Wu, Yafei Han, Junming Yuan, Zhongshang Zhao, Yuanfei Lu, Keke Association between metabolic obesity phenotypes and multiple myeloma hospitalization burden: A national retrospective study |
title | Association between metabolic obesity phenotypes and multiple myeloma hospitalization burden: A national retrospective study |
title_full | Association between metabolic obesity phenotypes and multiple myeloma hospitalization burden: A national retrospective study |
title_fullStr | Association between metabolic obesity phenotypes and multiple myeloma hospitalization burden: A national retrospective study |
title_full_unstemmed | Association between metabolic obesity phenotypes and multiple myeloma hospitalization burden: A national retrospective study |
title_short | Association between metabolic obesity phenotypes and multiple myeloma hospitalization burden: A national retrospective study |
title_sort | association between metabolic obesity phenotypes and multiple myeloma hospitalization burden: a national retrospective study |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9996033/ https://www.ncbi.nlm.nih.gov/pubmed/36910611 http://dx.doi.org/10.3389/fonc.2023.1116307 |
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