Wang Jennifer M, Han MeiLan K, Labaki Wassim W
Division of Pulmonary and Critical Care Medicine, University of Michigan, Ann Arbor, Michigan, USA.
Curr Opin Pulm Med. 2022 Mar 1;28(2):99-108. doi: 10.1097/MCP.0000000000000833.
Risk assessment tools are essential in COPD care to help clinicians identify patients at higher risk of accelerated lung function decline, respiratory exacerbations, hospitalizations, and death.
Conventional methods of assessing risk have focused on spirometry, patient-reported symptoms, functional status, and a combination of these tools in composite indices. More recently, qualitatively and quantitatively assessed chest imaging findings, such as emphysema, large and small airways disease, and pulmonary vascular abnormalities have been associated with poor long-term outcomes in COPD patients. Although several blood and sputum biomarkers have been investigated for risk assessment in COPD, most still warrant further validation. Finally, novel remote digital monitoring technologies may be valuable to predict exacerbations but their large-scale performance, ease of implementation, and cost effectiveness remain to be determined.
Given the complex heterogeneity of COPD, any single metric is unlikely to fully capture the risk of poor long-term outcomes. Therefore, clinicians should review all available clinical data, including spirometry, symptom severity, functional status, chest imaging, and bloodwork, to guide personalized preventive care of COPD patients. The potential of machine learning tools and remote monitoring technologies to refine COPD risk assessment is promising but remains largely untapped pending further investigation.
风险评估工具在慢性阻塞性肺疾病(COPD)护理中至关重要,可帮助临床医生识别肺功能加速下降、呼吸加重、住院和死亡风险较高的患者。
传统的风险评估方法侧重于肺量计、患者报告的症状、功能状态以及这些工具在综合指标中的组合。最近,定性和定量评估的胸部影像学结果,如肺气肿、大小气道疾病和肺血管异常,与COPD患者的不良长期预后相关。尽管已经对几种血液和痰液生物标志物进行了COPD风险评估研究,但大多数仍需进一步验证。最后,新型远程数字监测技术可能对预测病情加重有价值,但其大规模性能、实施便利性和成本效益仍有待确定。
鉴于COPD的复杂异质性,任何单一指标都不太可能完全捕捉长期不良预后的风险。因此,临床医生应审查所有可用的临床数据,包括肺量计、症状严重程度、功能状态、胸部影像学和血液检查结果,以指导COPD患者的个性化预防护理。机器学习工具和远程监测技术在完善COPD风险评估方面的潜力很有前景,但在进一步研究之前,很大程度上仍未得到充分利用。