Department of Pediatrics, University of Michigan, Ann Arbor, Michigan, USA.
PLoS One. 2013 Aug 1;8(8):e70585. doi: 10.1371/journal.pone.0070585. Print 2013.
Data mining approaches have been increasingly applied to the electronic health record and have led to the discovery of numerous clinical associations. Recent data mining studies have suggested a potential association between cat bites and human depression. To explore this possible association in more detail we first used administrative diagnosis codes to identify patients with either depression or bites, drawn from a population of 1.3 million patients. We then conducted a manual chart review in the electronic health record of all patients with a code for a bite to accurately determine which were from cats or dogs. Overall there were 750 patients with cat bites, 1,108 with dog bites, and approximately 117,000 patients with depression. Depression was found in 41.3% of patients with cat bites and 28.7% of those with dog bites. Furthermore, 85.5% of those with both cat bites and depression were women, compared to 64.5% of those with dog bites and depression. The probability of a woman being diagnosed with depression at some point in her life if she presented to our health system with a cat bite was 47.0%, compared to 24.2% of men presenting with a similar bite. The high proportion of depression in patients who had cat bites, especially among women, suggests that screening for depression could be appropriate in patients who present to a clinical provider with a cat bite. Additionally, while no causative link is known to explain this association, there is growing evidence to suggest that the relationship between cats and human mental illness, such as depression, warrants further investigation.
数据挖掘方法已越来越多地应用于电子健康记录,并发现了许多临床关联。最近的数据挖掘研究表明,猫咬伤与人类抑郁症之间可能存在关联。为了更详细地探讨这种可能的关联,我们首先使用管理诊断代码来识别患有抑郁症或咬伤的患者,这些患者来自 130 万患者人群。然后,我们在电子健康记录中对所有有咬伤代码的患者进行了手动图表审查,以准确确定哪些是猫咬伤,哪些是狗咬伤。总体而言,有 750 名患者有猫咬伤,1108 名患者有狗咬伤,约有 117000 名患者患有抑郁症。我们发现,有 41.3%的猫咬伤患者患有抑郁症,而有 28.7%的狗咬伤患者患有抑郁症。此外,有 85.5%同时患有猫咬伤和抑郁症的患者为女性,而患有狗咬伤和抑郁症的患者中这一比例为 64.5%。如果女性因猫咬伤到我们的医疗系统就诊,那么她一生中被诊断为抑郁症的概率为 47.0%,而患有类似咬伤的男性的概率为 24.2%。患有猫咬伤的患者中抑郁的比例很高,尤其是女性,这表明在有临床医生为猫咬伤患者就诊时,对其进行抑郁症筛查可能是合适的。此外,虽然目前还没有已知的因果关系来解释这种关联,但越来越多的证据表明,猫与人类精神疾病(如抑郁症)之间的关系值得进一步研究。