Mining intrinsic information of convalescent patients after suffering coronavirus disease 2019 in Wuhan

OBJECTIVE

To summarize the potential characteristics of convalescent patients with coronavirus disease 2019 (COVID-19) in China based on emerging clinical tongue data and guide the treatment and recovery of COVID-19 patients from the perspective of Traditional Chinese Medicine tongue diagnosis.

METHODS

In this study, we developed and validated radiomics-based and lab-based methods as a novel approach to provide individualized pretreatment evaluation by analyzing different features to mine the orderliness behind tongue data of convalescent patients. In addition, this study analyzed the tongue features of convalescent patients from clinical tongue qualitative values, including thick and thin, fur, peeling, fat and lean, tooth marks and cracked, and greasy and putrid fur.

RESULTS

We included 2164 tongue images in total (34% from day 0, 35.4% from day 14 and 30.6% from day 28) from convalescent patients. The significance results are shown as follows. Firstly, as the recovery time prolongs, the L average values of tongue and coat decrease from 60.21 to 57.18 and from 60.06 to 57.03 respectively. Secondly, the decrease of abnormality rate of tongue coat, included greasy tongue fur, putrid fur, teeth-mark, thick-thin fur, are of significant statistical difference ( < 0.05). Thirdly, the average value of gray-level co-occurrence matrices increases from 0.173 to 0.194, the average value of entropy increases from 0.606 to 0.665, the average value of inverse difference normalized decrease from 0.981 to 0.979, and the average value of dissimilarity decrease from 0.1576 to 0.1828. The details of other radiomics features are describe in results section.

CONCLUSIONS

Our experiment shows that patients in different recovery periods have a relationship with quantitative values of tongue images, including L color space of the tongue and coat radiomics features analysis. This relationship can help clinical doctors master the recovery and health of patients as soon as possible and improve their understanding of the potential mechanisms underlying the dynamic changes and mechanisms underlying COVID-19.

Abstract P394: Reduced Serum Butyrate Is Associated With Dampened Central Effects Of Butyrate On Blood Pressure In The Shr

Introduction: The link between gut dysbiosis and hypertension is characterized by a significant reduction in butyrate-producing bacteria in the spontaneously hypertensive rat (SHR) compared with its Wistar Kyoto (WKY) control. Butyrate, a major end-product of gut microbiota fermentation, has beneficial effects in multiple dysbiosis-related diseases. Here, we investigated the link between serum butyrate levels and central effects of butyrate in regulation of blood pressure (BP) in WKY and SHR.

Methods: Serum samples were collected from 12 weeks old male WKY and SHR, and butyrate quantification was performed using LC-MS. Quantitative real time PCR was employed to measure relative expression levels of butyrate sensing receptors (Gpr41, Gpr43) in the hypothalamus of SHR and WKY. Central effects of butyrate on BP were evaluated by acute ICV injection in anaesthetized WKY and SHR.

Results: Significantly lower levels of serum butyrate were observed in the SHR (WKY 1.23±0.14μmol/L vs SHR 0.23±0.033μmol/L, N=4, P=0.0005). Moreover, lower expression of Gpr43 were observed in the hypothalamus of SHR (WKY 0.0002 ± 2.7e-005 vs SHR 6.9e-005 ± 1.9e-005, N=4/3, P=0.0152). ICV administration of butyrate reduced BP in both strains; however, the reduction in arterial BP was greater in the WKY at two time points (400s post-injection: WKY -5.83±0.49mmHg vs SHR -2.62±0.63mmHg, N=4, P=0.0235; 1000s post-injection: WKY -19.7±1.85mmHg vs SHR -13.26±1.1mmHg, N=3, P=0.05).

Conclusion: Reduced serum butyrate is associated with reduced sensitivity to central butyrate. This may contribute to elevation in BP in the SHR.