将血清代谢组的改变作为风湿病患者副肿瘤或并发癌症的指标。

IF 20.3 1区 医学 Q1 RHEUMATOLOGY
Karolina Gente, Manuel Feisst, Dorothea Marx, Karel D Klika, Petros Christopoulos, Jürgen Graf, Julia Will, Thomas Luft, Jessica C Hassel, Carsten Müller-Tidow, Rui A Carvalho, Hanns-Martin Lorenz, M Margarida Souto-Carneiro
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引用次数: 0

摘要

目标:及时诊断是治愈癌症的当务之急。然而,在患有风湿性肌肉骨骼疾病(RMD)或副肿瘤综合征的患者中,误导性症状经常会延误癌症诊断。由于代谢重塑是癌症和 RMD 的共同特征,我们分析了代谢特征是否能指示副肿瘤症(PN)或揭示 RMD 患者是否同时患有癌症:通过核磁共振分析,对有或没有侵袭性癌症病史的类风湿性关节炎(RA)患者(56 人)血清中的代谢变化进行量化。通过多变量回归分析确定了指示癌症的代谢物。有无浸润性癌症病史的两个独立 RA 和脊柱关节炎(SpA)队列被用于盲法验证。来自活动性癌症或癌症治疗、肺癌和淋巴型癌症、副肿瘤综合征、非侵袭性(NI)癌前病变、非黑色素瘤皮肤癌和系统性红斑狼疮患者的样本以及恶性肿瘤发生前的样本被用来测试模型的性能:根据醋酸盐、肌酸、甘氨酸、甲酸盐和脂质比率L1/L6的浓度,诊断模型对癌症诊断具有很高的灵敏度和特异性,在模型队列中的AUC=0.995,在盲法RA验证队列中的AUC=0.940,在RA/SpA混合队列中的AUC=0.928。该模型同样能够识别 PN 患者的癌症。该模型对常见的人口统计学或临床混杂因素或非黑素瘤皮肤癌等NI恶性肿瘤的存在不敏感:这组新的代谢标记物能可靠地预测关节炎或白血病患者是否罹患癌症,具有很高的灵敏度和特异性,有望促进恶性肿瘤的快速、正确诊断。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Altered serum metabolome as an indicator of paraneoplasia or concomitant cancer in patients with rheumatic disease.

Objectives: A timely diagnosis is imperative for curing cancer. However, in patients with rheumatic musculoskeletal diseases (RMDs) or paraneoplastic syndromes, misleading symptoms frequently delay cancer diagnosis. As metabolic remodelling characterises both cancer and RMD, we analysed if a metabolic signature can indicate paraneoplasia (PN) or reveal concomitant cancer in patients with RMD.

Methods: Metabolic alterations in the sera of rheumatoid arthritis (RA) patients with (n=56) or without (n=52) a history of invasive cancer were quantified by nuclear magnetic resonance analysis. Metabolites indicative of cancer were determined by multivariable regression analyses. Two independent RA and spondyloarthritis (SpA) cohorts with or without a history of invasive cancer were used for blinded validation. Samples from patients with active cancer or cancer treatment, pulmonary and lymphoid type cancers, paraneoplastic syndromes, non-invasive (NI) precancerous lesions and non-melanoma skin cancer and systemic lupus erythematosus and samples prior to the development of malignancy were used to test the model performance.

Results: Based on the concentrations of acetate, creatine, glycine, formate and the lipid ratio L1/L6, a diagnostic model yielded a high sensitivity and specificity for cancer diagnosis with AUC=0.995 in the model cohort, AUC=0.940 in the blinded RA validation cohort and AUC=0.928 in the mixed RA/SpA cohort. It was equally capable of identifying cancer in patients with PN. The model was insensitive to common demographic or clinical confounders or the presence of NI malignancy like non-melanoma skin cancer.

Conclusions: This new set of metabolic markers reliably predicts the presence of cancer in arthritis or PN patients with high sensitivity and specificity and has the potential to facilitate a rapid and correct diagnosis of malignancy.

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来源期刊
Annals of the Rheumatic Diseases
Annals of the Rheumatic Diseases 医学-风湿病学
CiteScore
35.00
自引率
9.90%
发文量
3728
审稿时长
1.4 months
期刊介绍: Annals of the Rheumatic Diseases (ARD) is an international peer-reviewed journal covering all aspects of rheumatology, which includes the full spectrum of musculoskeletal conditions, arthritic disease, and connective tissue disorders. ARD publishes basic, clinical, and translational scientific research, including the most important recommendations for the management of various conditions.
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