Department of Medical Psychology and Medical Sociology, University Medical Center Leipzig, Leipzig, Germany.
Department of Psychosomatic Medicine and Psychotherapy, University Medical Center Rostock, Rostock, Germany.
Support Care Cancer. 2023 Mar 28;31(4):238. doi: 10.1007/s00520-023-07701-x.
Fear of cancer progression and recurrence (FoP) and generalized anxiety disorder (GAD) are syndromes commonly seen in cancer patients. This study applied network analysis to investigate how symptoms of both concepts are interconnected.
We used cross-sectional data from hematological cancer survivors. A regularized Gaussian graphical model including symptoms of FoP (FoP-Q) and GAD (GAD-7) was estimated. We investigated (i) the overall network structure and (ii) tested on pre-selected items whether both syndromes could be differentiated based on their worry content (cancer related vs. generalized). For this purpose, we applied a metric named bridge expected influence (BEI). Lower values mean that an item is only weakly connected with the items of the other syndrome, which can be an indication of its distinctive characteristic.
Out of 2001 eligible hematological cancer survivors, 922 (46%) participated. The mean age was 64 years and 53% were female. The mean partial correlation within each construct (GAD: r = .13; FoP: r = .07) was greater than between both (r = .01). BEI values among items supposed to discriminate between the constructs (e.g., worry about many things within GAD and fear not to endure treatment within FoP) were among the smallest so our assumptions were confirmed.
Our findings based on the network analysis support the hypothesis that FoP and GAD are different concepts within oncology. Our exploratory data needs to be validated in future longitudinal studies.
对癌症进展和复发的恐惧(FoP)以及广泛性焦虑症(GAD)是癌症患者中常见的综合征。本研究应用网络分析来研究这两个概念的症状是如何相互关联的。
我们使用了来自血液癌症幸存者的横断面数据。估计了包括 FoP 症状(FoP-Q)和 GAD 症状(GAD-7)的正则化高斯图形模型。我们调查了(i)整体网络结构,以及(ii)根据其担忧内容(与癌症相关与一般性),针对预选项目测试这两种综合征是否可以区分。为此,我们应用了一种名为桥接预期影响(BEI)的度量标准。较低的值意味着一个项目与另一个综合征的项目只有弱连接,这可能是其独特特征的一个指示。
在 2001 名符合条件的血液癌症幸存者中,有 922 名(46%)参与了研究。平均年龄为 64 岁,女性占 53%。每个结构内的平均偏相关系数(GAD:r=.13;FoP:r=.07)大于两者之间的相关系数(r=.01)。假设用于区分两种结构的项目之间的 BEI 值(例如,GAD 中的担心许多事情和 FoP 中担心无法忍受治疗)是最小的,因此我们的假设得到了证实。
我们基于网络分析的研究结果支持 FoP 和 GAD 是肿瘤学中不同概念的假设。我们的探索性数据需要在未来的纵向研究中进行验证。