Sichuan da xue xue bao. Yi xue ban = Journal of Sichuan University. Medical science edition · 2020
[Diagnostic Efficiency of Different Screening Indexes for Primary Aldosteronism].
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Li Yuan-Mei, Wang Wen, Li Qian-Rui, Chen Tao, Mo Dan, Zhang Ting-Ting, Zhou Fang-Li, Ren Yan, Tian Hao-Ming
Аннотация
OBJECTIVE: To investigate the the feasibility and diagnostic efficiencyvalue of different screening indexesmethods for screening primary aldosteronism (PA).
METHODS: The clinical data of 499 patients with PA and 479 patients with essential hypertension diagnosed from Jan. 2009 to Dec. 2018 were retrospectively analyzed. The diagnostic performance of different screening indexs was compared by plotting receiver operating characteristic curves (ROC).
RESULTS: The area under the ROC curve ( AUC) of the plasma aldosterone concentration (PAC) to plasma renin activity (PRA) ratio (ARR) was greater than that of the ratio of the upright PAC to the angiotensin Ⅱ (AT-Ⅱ) (AA2R), upright PRA, upright PAC, supine ARR, and lowest blood potassium ( P<0.05). The AUC of logistic regression model was greater than that of upright ARR (96.3% vs. 94.6%, P<0.05). There was no significant difference in AUC between decision tree model and upright ARR (94.1% vs. 94.6%, P>0.05). In the test set, the AUC difference between the logistic regression model and the decision tree model was not statistically significant (96.3% vs. 94.1%, P > 0.05). The calibration curve of the logistic regression model is closer to the 45 ° line, and the consistency between the prediction probability and the actual probability of the logistic regression model is better than that of the decision tree model.
CONCLUSION: For the screening of PA, upright ARR seems to be the best single screening index, while AA2R (radioimmunoassay) is not recommended. The diagnostic efficacy of logistic regression model including upright PAC, PRA and lowest blood potassium is better than that of single upright ARR.
METHODS: The clinical data of 499 patients with PA and 479 patients with essential hypertension diagnosed from Jan. 2009 to Dec. 2018 were retrospectively analyzed. The diagnostic performance of different screening indexs was compared by plotting receiver operating characteristic curves (ROC).
RESULTS: The area under the ROC curve ( AUC) of the plasma aldosterone concentration (PAC) to plasma renin activity (PRA) ratio (ARR) was greater than that of the ratio of the upright PAC to the angiotensin Ⅱ (AT-Ⅱ) (AA2R), upright PRA, upright PAC, supine ARR, and lowest blood potassium ( P<0.05). The AUC of logistic regression model was greater than that of upright ARR (96.3% vs. 94.6%, P<0.05). There was no significant difference in AUC between decision tree model and upright ARR (94.1% vs. 94.6%, P>0.05). In the test set, the AUC difference between the logistic regression model and the decision tree model was not statistically significant (96.3% vs. 94.1%, P > 0.05). The calibration curve of the logistic regression model is closer to the 45 ° line, and the consistency between the prediction probability and the actual probability of the logistic regression model is better than that of the decision tree model.
CONCLUSION: For the screening of PA, upright ARR seems to be the best single screening index, while AA2R (radioimmunoassay) is not recommended. The diagnostic efficacy of logistic regression model including upright PAC, PRA and lowest blood potassium is better than that of single upright ARR.