Zhang Yue, Fan Xiude, Zhao Chunhui, Yuan Zinuo, Cheng Yiping, Wu Yafei, Han Junming, Yuan Zhongshang, Zhao Yuanfei, Lu Keke
Department of Endocrinology, Shandong Provincial Hospital, Shandong University, Jinan, Shandong, China.
Department of Endocrinology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China.
Front Oncol. 2023 Feb 23;13:1116307. doi: 10.3389/fonc.2023.1116307. eCollection 2023.
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.
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.
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.
肥胖和代谢紊乱与多发性骨髓瘤(MM)风险增加相关,MM是一种复发风险高且需要频繁住院的疾病。在本研究中,我们进行了一项回顾性队列研究,以探讨代谢性肥胖表型与MM再入院风险之间的关联。
我们分析了来自美国全国再入院数据库(NRD)的34852例诊断为MM的患者,该数据库具有全国代表性。使用ICD-10诊断代码获取患者的住院诊断。根据肥胖和代谢状况,将人群分为四种表型:代谢健康非肥胖(MHNO)、代谢不健康非肥胖(MUNO)、代谢健康肥胖(MHO)和代谢不健康肥胖(MUO)。观察不同表型患者在30天、60天、90天和180天时的再次入院情况。使用多变量cox回归模型估计肥胖代谢表型与再入院风险之间的关系。
在30天、60天、90天和180天的随访中,分别有5400例(15.5%)、7255例(22.4%)、8025例(27.0%)和7839例(35.6%)非计划再入院。在90天和180天的随访中,与MHNO表型的患者相比,代谢不健康表型MUNO(90天:P = 0.004;180天:P = < 0.001)和MUO(90天:P = 0.049;180天:P = 0.004)的患者再入院风险更高,而仅肥胖表型MHO的患者(90天:P = 0.170;180天:P = 0.090)没有更高的风险。然而,在30天和60天时未观察到类似的关联。90天随访的进一步分析显示,再入院风险随着合并因素数量的增加而升高,合并一个代谢风险因素时调整后风险比(aHR)为1.068(CI:1.002 - 1.137,P = 0.043),合并两个代谢风险因素时为1.109(CI:1.038 - 1.184,P = 0.002),合并三个代谢风险因素时为1.125(95%CI:1.04 - 1.216,P = 0.003)。
代谢紊乱而非肥胖与MM患者较高的再入院风险独立相关,且风险随着合并代谢因素数量的增加而升高。然而,代谢紊乱对MM再入院的影响似乎具有时间依赖性。对于合并代谢紊乱的MM患者,应更加关注预先护理计划,以降低再入院率和住院负担。