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探究多发性骨髓瘤患者的额外恶性肿瘤发生率及预后因素:一项监测、流行病学与最终结果(SEER)数据库回顾性队列研究。

Investigating additional malignancy rates and prognostic factors in multiple myeloma patients: a Surveillance, Epidemiology, and End Results (SEER) database retrospective cohort study.

作者信息

Dong Nanxi, Ye Baodong, Liu Shuyan

机构信息

Department of Hematology, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, China.

The First School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China.

出版信息

Transl Cancer Res. 2025 Apr 30;14(4):2192-2206. doi: 10.21037/tcr-24-1721. Epub 2025 Apr 14.

DOI:10.21037/tcr-24-1721
PMID:40386261
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12079241/
Abstract

BACKGROUND

Effective treatments have improved survival in multiple myeloma (MM), but the extension of survival has increased the risk of additional malignancies. Existing staging systems, such as the Durie-Salmon (D-S) staging system and the Revised International Staging System (R-ISS), lack comprehensive data on malignancy-related complications. With the aim of improving outcomes, in this study, we investigated additional malignancy rates, latency periods, and prognostic factors in MM patients using the Surveillance, Epidemiology, and End Results (SEER) database.

METHODS

Data from MM patients with additional malignancies [1992-2020] were extracted from SEER. Patients meeting International Classification of Diseases for Oncology, Third Edition (ICD-O-3) criteria were included, excluding those with MM as the sole primary malignancy (PM). Variables analyzed included age, sex, race, latency period, tumor number, sequence, and malignancies sites. Standardized incidence ratio (SIR) and Cox regressions were used to assess risks and survival factors. Two nomograms were developed for prognosis prediction.

RESULTS

Among 60,550 MM patients, 3,676 (6.07%) developed second primary malignancies (SPMs), and 1,663 (2.75%) had primary malignancies (PMs). Prostate cancer was the most solid tumor, whereas non-Hodgkin's lymphoma (NHL) was the leading hematologic malignancy. Among MM patients with SPMs, the median follow-up duration was 60 months, and the overall survival (OS) rate was 28.63%. The following key risk factors were identified: older age at MM diagnosis [≥80 . <60 years, hazard ratio (HR) =2.101, P<0.001], higher sequence number (second of two or more primaries . first, HR =2.006, P<0.001; third or more . first, HR =5.483, P<0.001), and specific cancer sites (e.g., thyroid . prostate). Tumor number (4-9 . 2 malignant tumors, HR =0.650, P=0.01), specific cancer sites (e.g., NHL . prostate), and latency period (2-3 . 0-1 year, HR =0.610, P<0.001; ≥4 . 0-1 year, HR =0.306, P<0.001) were identified as protective factors influencing the survival. A nomogram for SPMs showed high predictive accuracy [area under the curve (AUC): 0.944 for 3-year survival]. For PMs, median follow-up was 26 months, with a 31.11% survival rate. Risk factors included advanced age, NHL, and higher sequence number. A PM nomogram demonstrated moderate accuracy (AUC: 0.622 for 3-year survival). For PMs, median follow-up was 26 months, with a 31.11% survival rate. Risk factors included advanced age, NHL, and higher sequence number. A PM nomogram demonstrated moderate accuracy (AUC: 0.622 for 3-year survival).

CONCLUSIONS

This study highlights key risk factors for additional malignancies in MM patients, including advanced age, NHL, and higher sequence numbers. The developed nomograms aid in predicting survival outcomes, enabling personalized clinical decisions and improved patient management.

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7e2d/12079241/f67d26a09d94/tcr-14-04-2192-f7.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7e2d/12079241/6d72fb31eaaa/tcr-14-04-2192-f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7e2d/12079241/c6fd19c6c182/tcr-14-04-2192-f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7e2d/12079241/93d5b6c52b19/tcr-14-04-2192-f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7e2d/12079241/ba80163d955b/tcr-14-04-2192-f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7e2d/12079241/4f00f7320ba8/tcr-14-04-2192-f5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7e2d/12079241/387adda87b15/tcr-14-04-2192-f6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7e2d/12079241/f67d26a09d94/tcr-14-04-2192-f7.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7e2d/12079241/6d72fb31eaaa/tcr-14-04-2192-f1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7e2d/12079241/c6fd19c6c182/tcr-14-04-2192-f2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7e2d/12079241/93d5b6c52b19/tcr-14-04-2192-f3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7e2d/12079241/ba80163d955b/tcr-14-04-2192-f4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7e2d/12079241/4f00f7320ba8/tcr-14-04-2192-f5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7e2d/12079241/387adda87b15/tcr-14-04-2192-f6.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7e2d/12079241/f67d26a09d94/tcr-14-04-2192-f7.jpg
摘要

背景

有效的治疗方法提高了多发性骨髓瘤(MM)患者的生存率,但生存期的延长增加了发生其他恶性肿瘤的风险。现有的分期系统,如Durie-Salmon(D-S)分期系统和修订后的国际分期系统(R-ISS),缺乏关于恶性肿瘤相关并发症的全面数据。为了改善治疗结果,在本研究中,我们使用监测、流行病学和最终结果(SEER)数据库调查了MM患者的其他恶性肿瘤发生率、潜伏期和预后因素。

方法

从SEER数据库中提取1992年至2020年患有其他恶性肿瘤的MM患者的数据。纳入符合国际肿瘤学疾病分类第三版(ICD-O-3)标准的患者,排除以MM作为唯一原发性恶性肿瘤(PM)的患者。分析的变量包括年龄、性别、种族、潜伏期、肿瘤数量、顺序和恶性肿瘤部位。使用标准化发病率比(SIR)和Cox回归评估风险和生存因素。开发了两个列线图用于预后预测。

结果

在60550例MM患者中,3676例(6.07%)发生了第二原发性恶性肿瘤(SPM),1663例(2.75%)患有原发性恶性肿瘤(PM)。前列腺癌是最常见的实体瘤,而非霍奇金淋巴瘤(NHL)是主要的血液系统恶性肿瘤。在患有SPM的MM患者中,中位随访时间为60个月,总生存率(OS)为28.63%。确定了以下关键危险因素:MM诊断时年龄较大(≥80岁对<60岁,风险比[HR]=2.101,P<0.001)、顺序号较高(两个或更多原发性肿瘤中的第二个对第一个,HR=2.006,P<0.001;第三个或更多对第一个,HR=5.483,P<0.001)以及特定的癌症部位(如甲状腺对前列腺)。肿瘤数量(4-9个对2个恶性肿瘤,HR=0.650,P=0.01)、特定的癌症部位(如NHL对前列腺)和潜伏期(2-3年对0-1年,HR=0.610,P<0.001;≥4年对0-1年,HR=0.306,P<0.001)被确定为影响生存的保护因素。一个用于SPM的列线图显示出较高的预测准确性[3年生存率的曲线下面积(AUC):0.944]。对于PM,中位随访时间为26个月,生存率为31.11%。危险因素包括高龄、NHL和较高的顺序号。一个PM列线图显示出中等准确性(3年生存率的AUC:0.622)。对于PM,中位随访时间为26个月,生存率为31.11%。危险因素包括高龄、NHL和较高的顺序号。一个PM列线图显示出中等准确性(3年生存率的AUC:0.622)。

结论

本研究强调了MM患者发生其他恶性肿瘤的关键危险因素,包括高龄、NHL和较高的顺序号。开发的列线图有助于预测生存结果,实现个性化临床决策并改善患者管理。

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