Author: Yan, Huadong; Vijay, Amrita; Jiang, Fanrong; Zheng, Nanhong; Hu, Yaoren; Ye, Honghua; Ollivere, Benjamin; Cai, Ting; Valdes, Ana M; Aithal, Guruprasad P.
Title: Serum glucose, lactate dehydrogenase and hypertension are mediators of the effect of body mass index on severity of COVIDâ€19 Cord-id: s7gulp49 Document date: 2021_2_16
ID: s7gulp49
Snippet: BACKGROUND: COVIDâ€19 has a broad clinical spectrum. We investigated the role of serum markers measured on admission on severity as assessed at discharge and investigated those which relate to the effect of BMI on severity. METHODS: Clinical and laboratory data from 610 COVIDâ€19 cases hospitalized in the province of Zheijang, China were investigated as risk factors for severe COVIDâ€19 (assessed by respiratory distress) compared to mild or common forms using logistic regression methods. Bioc
Document: BACKGROUND: COVIDâ€19 has a broad clinical spectrum. We investigated the role of serum markers measured on admission on severity as assessed at discharge and investigated those which relate to the effect of BMI on severity. METHODS: Clinical and laboratory data from 610 COVIDâ€19 cases hospitalized in the province of Zheijang, China were investigated as risk factors for severe COVIDâ€19 (assessed by respiratory distress) compared to mild or common forms using logistic regression methods. Biochemical markers were correlated with severity using spearman correlations, and a ROC analysis was used to determine the individual contribution of each of the biochemical markers on severity. We carried out formal mediation analyses to investigate the extent of the effect of body mass index (BMI) on COVIDâ€19 severity mediated by hypertension, glycemia, Lactose Dehydrogenase (LDH) at the time of hospitalization and Câ€Reactive Protein levels (CRP), in units of standard deviations. RESULTS: The individual markers measured on admission contributing most strongly to prediction of COVIDâ€19 severity as assessed at discharge were LDH, CRP and glucose. The proportion of the effect of BMI on severity of COVIDâ€19 mediated by CRP, glycemia or hypertension, we find that glucose mediated 79% (p < .0001), LDH mediated 78% (p < .0001), hypertension mediated 66% (p < .0001); however, only 44% (p < .005) was mediated by systemic inflammation (CRP). CONCLUSION: Our data indicate that a larger proportion of the effect of BMI on severity of COVIDâ€19 is mediated by glycemia and LDH levels whereas less than half of it is mediated by systemic inflammation.
Search related documents:
Co phrase search for related documents- absence presence and acute phase protein: 1
- absence presence and logistic regression: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25
- absence presence and lung volume: 1
- acute phase and logistic regression: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25
- acute phase and lung volume: 1, 2, 3, 4, 5, 6
- acute phase protein and logistic regression: 1, 2
- acute phase protein and lung volume: 1, 2
- ad severity and logistic regression: 1, 2, 3
Co phrase search for related documents, hyperlinks ordered by date