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Impact of a bronchial genomic classifier on clinical decision making in patients undergoing diagnostic evaluation for lung cancer
被引:14
|作者:
Ferguson, J. Scott
[1
]
Van Wert, Ryan
[2
]
Choi, Yoonha
[3
]
Rosenbluth, Michael J.
[3
]
Smith, Kate Porta
[3
]
Huang, Jing
[3
]
Spira, Avrum
[4
]
机构:
[1] Univ Wisconsin, Sch Med & Publ Hlth, Dept Med, Div Allergy Pulm & Crit Care Med, Suite 5233,1685 Highland Ave, Madison, WI 53705 USA
[2] Stanford Univ, Med Ctr, Div Pulm & Crit Care Med, 300 Pasteur Dr,H3143 MC 5236, Stanford, CA 94305 USA
[3] Veracyte Inc, 6000 Shoreline Ct,300, San Francisco, CA 94080 USA
[4] Boston Univ, Med Ctr, Dept Med, Div Computat Biomed, Boston, MA 02118 USA
来源:
BMC PULMONARY MEDICINE
|
2016年
/
16卷
关键词:
Lung cancer;
Decision making;
Biomarkers;
Gene expression;
Bronchoscopy;
Solitary pulmonary nodule;
Clinical utility;
PULMONARY NODULES;
PROBABILITY;
D O I:
10.1186/s12890-016-0217-1
中图分类号:
R56 [呼吸系及胸部疾病];
学科分类号:
摘要:
Background: Bronchoscopy is frequently used for the evaluation of suspicious pulmonary lesions found on computed tomography, but its sensitivity for detecting lung cancer is limited. Recently, a bronchial genomic classifier was validated to improve the sensitivity of bronchoscopy for lung cancer detection, demonstrating a high sensitivity and negative predictive value among patients at intermediate risk (10-60 %) for lung cancer with an inconclusive bronchoscopy. Our objective for this study was to determine if a negative genomic classifier result that down-classifies a patient from intermediate risk to low risk (< 10 %) for lung cancer would reduce the rate that physicians recommend more invasive testing among patients with an inconclusive bronchoscopy. Methods: We conducted a randomized, prospective, decision impact survey study assessing pulmonologist recommendations in patients undergoing workup for lung cancer who had an inconclusive bronchoscopy. Cases with an intermediate pretest risk for lung cancer were selected from the AEGIS trials and presented in a randomized fashion to pulmonologists either with or without the patient's bronchial genomic classifier result to determine how the classifier results impacted physician decisions. Results: Two hundred two physicians provided 1523 case evaluations on 36 patients. Invasive procedure recommendations were reduced from 57 % without the classifier result to 18 % with a negative (low risk) classifier result (p < 0.001). Invasive procedure recommendations increased from 50 to 65 % with a positive (intermediate risk) classifier result (p < 0.001). When stratifying by ultimate disease diagnosis, there was an overall reduction in invasive procedure recommendations in patients with benign disease when classifier results were reported (54 to 41 %, p < 0.001). For patients ultimately diagnosed with malignant disease, there was an overall increase in invasive procedure recommendations when the classifier results were reported (50 to 64 %, p = 0.003). Conclusions: Our findings suggest that a negative (low risk) bronchial genomic classifier result reduces invasive procedure recommendations following an inconclusive bronchoscopy and that the classifier overall reduces invasive procedure recommendations among patients ultimately diagnosed with benign disease. These results support the potential clinical utility of the classifier to improve management of patients undergoing bronchoscopy for suspect lung cancer by reducing additional invasive procedures in the setting of benign disease.
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