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Objective Through factor analysis of the quantified syndrome information of 558 cases of kidney yang deficiency syndrome,the constructing feature of kidney yang deficiency syndrome was revealed,which provides clinical data support for the objectification,standardization and normalization of kidney Yang deficiency syndrome.Methods Firstly,the frequency analysis of symptoms,tongue and pulse signs of 558 patients with kidney Yang deficiency syndrome was carried out,and then the main syndrome information of the patients with kidney Yang deficiency syndrome was quantified.Finally,the common factors and their representative variables of kidney Yang deficiency syndrome were screened out through factor analysis,and the constructing feature of kidney Yang deficiency syndrome was analyzed combined with TCM syndrome knowledge.Results Eight common factors with eigenvalues greater than 1 were extracted by principal component analysis,and the cumulative contribution rate was 60.483%.After the factor rotation,the representative variables with the absolute value of load coefficient greater than 0.45 in each common factor were selected.The representative variables of F1 are afraid of cold and fond of warmth(0.947)and intolerance to cold(0.932).The representative variables of F2 are waist pain(0.754),waist and knee weakness(0.720)and cold in waist and knees(0.466).The representative variables of F3 are depression(0.749),insomnia(0.711)and diarrhoea(0.470).The representative variables of F4 are thin fur(0.819)and white fur(0.768).The representative variable of F5 are tinnitus and deafness(0.687),frequent nocturnal urination(0.591)and decreased libido(0.587).The representative variables of F6 are pulse sinking(0.766)and pulse weakness(0.736).The representative variables of F7 is thready pulse(0.942).The representative variable of F8 is pale tongue(0.961).External syndrome of disease location involved in these common factors are waist,bone,brain,ear,anterior Yin,posterior Yin and reproductive function.The disease nature involved in these common factors is deficiency and cold.Conclusion The basic constituent units of kidney Yang deficiency syndrome include disease location syndrome elements and disease nature syndrome elements.The disease location is kidney,and the abnormal changes of kidney location are mainly external symptoms of waist,bone,brain,ear,anterior Yin,posterior Yin and reproductive function.Its disease nature is deficiency and cold.Yang deficiency leads to external cold.Yang Qi deficiency can not warm the body surface resulting in the appearance of external cold syndrome.
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ObjectiveTo study the correlations of the characteristics of kidney Yang deficiency syndrome in patients with chronic kidney disease （CKD） with clinical indicators and to explore the risk factors of kidney Yang deficiency in CKD. MethodThe differentiation of traditional Chinese medicine （TCM） syndrome classified the 225 CKD patients who met the inclusion criteria into two groups： one group of kidney Yang deficiency syndrome （99 patients） and one group of non-kidney Yang deficiency syndrome （126 patients）. The symptoms， tongue manifestation， pulse manifestation， and accompanied symptoms of the kidney Yang deficiency syndrome group were recorded. The syndrome characteristics were summarized by factor analysis and clustering analysis. The levels of hemoglobin, red blood cell count, urinary protein, urinary glucose, creatinine, urea nitrogen and glomerular filtration rate were compared between the kidney Yang deficiency syndrome group, the non-kidney Yang deficiency syndrome group and the normal control group by ANOVA and non-parametric test. The binary logistic regression model was employed to analyze the correlations of lifestyle， body mass index （BMI） with syndrome. ResultThe high-frequency symptoms of CKD patients with kidney Yang deficiency syndrome were waist pain， fear of cold， favor of warm， lethargy， fear of cold at waist and knees， etc. The patients mainly presented deep pulse， thready pulse， or weak pulse， and the tongue with white coating， greasy coating， or thin coating. A total of 13 common factors were obtained， which can be classified into 5 categories. The patients with kidney Yang deficiency syndrome mainly had symptoms in limbs （especially lower limbs）， chest， bladder， fleshy exterior， and stomach， with the main manifestations of deficiency-cold， Qi deficiency， fluid retention， and blood stasis. The clustering analysis classified the patients into 11 categories， which reflected that kidney Yang deficiency syndrome mainly presented the symptoms of Qi deficiency， blood stasis， and fluid retention， with fleshy exterior， limbs， spleen， stomach， ears， mind， and bladder involved. The results of clustering analysis and factor analysis were consistent， both of which indicated that the patients were weak with deficiency-cold， accompanied by fluid retention and blood stasis. Frequency analysis also showed that common symptoms mainly included Qi deficiency， fluid retention， cold-dampness， and blood stasis. Compared with the non-kidney Yang deficiency group， the kidney Yang deficiency group showed a large proportion of patients in stage 3-5 CKD， elevated urea nitrogen （P<0.05）， decreased glomerular filtration rate， hemoglobin， and red blood cell count （P<0.05）， and increased qualitative grade of urine protein. In addition， the results of regression analysis showed that female， little or no exercise， and diet preference were the risk factors for kidney Yang deficiency syndrome in CKD （P<0.05）. ConclusionThe disease location and manifestations have correspondence in the CKD patients with kidney Yang deficiency syndrome. The TCM symptoms are correlated with clinical indicators. Hemoglobin， red blood cell count， glomerular filtration rate， urea nitrogen， and urine protein can reflect the connotation of kidney Yang deficiency syndrome in CKD to a certain extent. Additionally， related risk factors in life can affect the occurrence of kidney Yang deficiency syndrome in CKD.
RESUMO
ObjectiveTo study the correlations of the characteristics of kidney Yang deficiency syndrome in patients with chronic kidney disease （CKD） with clinical indicators and to explore the risk factors of kidney Yang deficiency in CKD. MethodThe differentiation of traditional Chinese medicine （TCM） syndrome classified the 225 CKD patients who met the inclusion criteria into two groups： one group of kidney Yang deficiency syndrome （99 patients） and one group of non-kidney Yang deficiency syndrome （126 patients）. The symptoms， tongue manifestation， pulse manifestation， and accompanied symptoms of the kidney Yang deficiency syndrome group were recorded. The syndrome characteristics were summarized by factor analysis and clustering analysis. The levels of hemoglobin, red blood cell count, urinary protein, urinary glucose, creatinine, urea nitrogen and glomerular filtration rate were compared between the kidney Yang deficiency syndrome group, the non-kidney Yang deficiency syndrome group and the normal control group by ANOVA and non-parametric test. The binary logistic regression model was employed to analyze the correlations of lifestyle， body mass index （BMI） with syndrome. ResultThe high-frequency symptoms of CKD patients with kidney Yang deficiency syndrome were waist pain， fear of cold， favor of warm， lethargy， fear of cold at waist and knees， etc. The patients mainly presented deep pulse， thready pulse， or weak pulse， and the tongue with white coating， greasy coating， or thin coating. A total of 13 common factors were obtained， which can be classified into 5 categories. The patients with kidney Yang deficiency syndrome mainly had symptoms in limbs （especially lower limbs）， chest， bladder， fleshy exterior， and stomach， with the main manifestations of deficiency-cold， Qi deficiency， fluid retention， and blood stasis. The clustering analysis classified the patients into 11 categories， which reflected that kidney Yang deficiency syndrome mainly presented the symptoms of Qi deficiency， blood stasis， and fluid retention， with fleshy exterior， limbs， spleen， stomach， ears， mind， and bladder involved. The results of clustering analysis and factor analysis were consistent， both of which indicated that the patients were weak with deficiency-cold， accompanied by fluid retention and blood stasis. Frequency analysis also showed that common symptoms mainly included Qi deficiency， fluid retention， cold-dampness， and blood stasis. Compared with the non-kidney Yang deficiency group， the kidney Yang deficiency group showed a large proportion of patients in stage 3-5 CKD， elevated urea nitrogen （P<0.05）， decreased glomerular filtration rate， hemoglobin， and red blood cell count （P<0.05）， and increased qualitative grade of urine protein. In addition， the results of regression analysis showed that female， little or no exercise， and diet preference were the risk factors for kidney Yang deficiency syndrome in CKD （P<0.05）. ConclusionThe disease location and manifestations have correspondence in the CKD patients with kidney Yang deficiency syndrome. The TCM symptoms are correlated with clinical indicators. Hemoglobin， red blood cell count， glomerular filtration rate， urea nitrogen， and urine protein can reflect the connotation of kidney Yang deficiency syndrome in CKD to a certain extent. Additionally， related risk factors in life can affect the occurrence of kidney Yang deficiency syndrome in CKD.
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Naringenin is a natural flavonoid compound with anti-inflammatory, anti-oxidation, anti-viral, anti-atherosclerosis and other pharmacological activities. It is also an important precursor of other flavonoid synthesis and with great value of application. At present, the production of flavonoids such as naringenin by microbial methods has a low yield due to imbalance of metabolic pathways, which greatly limits its industrial application. In this study, a naringenin-producing strain of Saccharomyces cerevisiae Y-01 was used in the research object. The expression levels of 4-coumaric acid: CoA ligase (4CL), chalcone synthase (CHS) and chalcone isomerase (CHI) were controlled by promoter and copy numbers to investigate the quantitative effect of key enzyme expression level on the accumulation level of target products. The results showed that the correlation between naringenin production and 4CL or CHI expression was not significant while there was a positive correlation with the expression level of CHS. Strain Y-04 with high yield of naringenin was obtained by regulating the expression level of chs gene, and the yield was increased by 4.1-folds compared with the original strain Y-01. This study indicated that CHS is a key regulatory target of naringenin synthesis. Rational regulation of CHS expression can significantly promote the accumulation of naringenin. The related results provide an important theoretical reference for the use of metabolic engineering to strengthen microbial synthesis of important flavonoids such as naringenin.