1.Study on deep learning reconstruction algorithm to improve image quality in low dose abdominal and pelvic CT angiography
Tingting QU ; Le CAO ; Yannan CHENG ; Lihong CHEN ; Yanan LI ; Yinxia GUO ; Jianying LI ; Jian YANG ; Jianxin GUO
Chinese Journal of Radiology 2024;58(6):647-652
Objective:To investigate the practicality of TrueFidelity deep learning reconstruction algorithm in low-dose abdominal and pelvic CT angiography (CTA).Methods:The patients who required abdominal and pelvic CTA were prospectively included at the First Affiliated Hospital of Xi′an Jiaotong University from June 2020 to March 2021. All patients underwent low-dose CTA with a tube voltage of 80 kV and smart tube current modulation (100-720 mA). Images were reconstructed using the traditional FBP, adaptive statistical iterative reconstruction with a strength of 50% (ASIR-V 50%), TrueFidelity with medium (TF-M) and high (TF-H) strength. The CT value and standard deviation (SD value) of the abdominal aorta, psoas major muscle and subcutaneous fat in the same layer were measured, signal to noise ratio (SNR) and contrast to noise ratio (CNR) were calculated. We also introduced the measurement of skewness of CT value in psoas major muscle with uniform density. The above indexes of the four groups of reconstructed images were compared. A 5-point scoring method was used to evaluate the granularity, fuzziness and beam-hardening artifacts of all images. Objective measurement indicators, such as CT values, were tested by repeated measure ANOVA with the Bonferroni post hoc test.Results:There were forty-six patients in the study. The volume CT dose index of the scan was low at (1.09±0.31)mGy. There was no significant difference in CT values of vessels and muscles between the four groups ( P>0.05), but there was a significant difference in SD value( P<0.001). The SD value of the FBP group was the largest and that of the TF-H group was the smallest. The difference between SNR and CNR was statistically significant ( P<0.001), and the overall trend was opposite to that of the SD value. There was no significant difference in the skewness between the four groups. The granularity score of the FBP group was the largest, that of the TF-H group was the smallest, and there was a significant difference among the four groups. The score of fuzziness in the TF-H group was slightly higher than that in the other three groups, but there was no significant difference. The beam-hardening artifact score of FBP and ASIR-V 50% group was the worst, and the TF-H group was the best ( P<0.001). Conclusions:Compared with FBP and ASIR-V, TrueFidelity reconstruction algorithm provides better image quality (comprehensively considering image noise, fuzziness, uniformity, and hardening artifacts) in low-dose CT scanning of abdominal and pelvic vessels, and TF-H has the best image quality.
2.Mechanism of Yiqi Jiedu Formula Against Ischemic Stroke Based on Microbial-gut-brain Axis
Jialin YANG ; Bingjie CAI ; Yuhao DAI ; Shuting LI ; Keke ZHANG ; Yanhua GAO ; Qiman ZHANG ; Ying ZHANG ; Jianying SHEN ; Shaojing LI
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(6):91-100
ObjectiveTo explore the possible mechanism of the Yiqi Jiedu formula (YQ) in treating ischemic stroke (IS) from the perspective of the microbial-gut-brain axis (MGBA). MethodRats were randomly divided into five groups, with six in each group, including sham surgery group, model group, and low, medium, and high dose YQ groups (1, 5, and 25 mg·kg-1). Except for the sham surgery group, all other groups were established with a middle cerebral artery occlusion (MCAO) model using the thread occlusion method. The success of modeling was determined through neurobehavioral scoring, and the protective effect of YQ on IS was evaluated. Then, the changes in gut microbiota before and after MCAO modeling and YQ administration were compared using 16S rDNA sequencing technology, and the possible biological pathways related to the effect of this formula were analyzed. The expression of inflammatory factors such as interleukin-6 (IL-6), interleukin-17A (IL-17A), and interleukin-10 (IL-10) in serum was detected by enzyme-linked immunosorbent assay (ELISA). Western blot was used to detect the expression of tight junction proteins ZO-1 and Occludin in brain and intestinal tissue, and hematoxylin-eosin staining (HE) was used to observe pathological changes in the cerebral cortex and colon, so as to validate the possible mechanism of action. ResultYQ significantly improved the neurobehavioral score of MCAO rats (P<0.01) and played a good regulatory role in intestinal microbial disorders caused by enriched pathogens and opportunistic pathogens during the acute phase. Among them, significantly changed microorganisms include Morgentia, Escherichia Shigella, Adlercreutzia, and Androbacter. Bioinformatics analysis found that these bacteria may be related to the regulation of inflammation in the brain. Compared with the blank group, the detection of inflammatory factors in the serum of IS model rats showed an increase in inflammatory factors IL-6 and IL-17A (P<0.01) and a decrease in the content of anti-inflammatory factor IL-10 (P<0.01). Compared with the model group, the content of inflammatory factors IL-6 and IL-17A in the serum of the treatment group decreased (P<0.05), and that of anti-inflammatory factor IL-10 increased (P<0.01). The expression results of barrier proteins ZO-1 and Occludin in brain and intestinal tissue showed that the expression levels of both decreased in IS model rats (P<0.05), while the expression levels of both increased in the treatment group (P<0.05). ConclusionAcute cerebral ischemia can lead to an imbalance of intestinal microbiota and damage to the intestinal barrier, and it can increase intestinal permeability. YQ can regulate intestinal microbiota imbalance caused by ischemia, inhibit systemic inflammatory response, and improve the disruption of the gut-blood brain barrier, preventing secondary cascade damage to brain tissue caused by inflammation. The MGBA may be an important mechanism against the IS.
3.Analysis of colorectal cancer screening results among residents in Baoshan District
SHEN Fangli ; MAO Jianying ; MENG Yang ; ZHU Liming ; BO Hong ; TANG Dezhen ; LIU Shiyou
Journal of Preventive Medicine 2024;36(10):869-872,877
Objective:
To analyze the results of colorectal cancer screening among residents in Baoshan District, Shanghai Municipality from 2013 to 2021, so as to provide the basis for promoting colorectal cancer screening and prevention.
Methods:
Permanent residents aged 50 to 74 years in Baoshan District from 2013 to 2021 were selected as the screening population. The initial screening was conducted using a risk assessment form and fecal occult blood test. Positive results on either the risk assessment form or fecal occult blood test were considered positive for the initial screening. Participants with positive initial screening results were invited to undergo colonoscopy. The positive rate of the initial screening, colonoscopy compliance rate, and colonoscopy results were analyzed.
Results:
A total of 264 907 individuals underwent the initial colorectal cancer screening in Baoshan District from 2013 to 2021, with 65 333 individuals (24.66%) testing positive. Among them, the positive rate of the risk assessment form was 12.16%, and the positive rate of fecal occult blood test was 14.64%. A total of 14 473 individuals completed colonoscopy, with a compliance rate of 22.15%. A total of 1 284 precancerous lesions were detected, with a detection rate of 8.87%, and 386 cases of colorectal cancer were identified, with a detection rate of 2.67%. The positive rate of the initial screening, colonoscopy compliance rate, precancerous lesion detection rate, and colorectal cancer detection rate were higher in males than in females (25.55% vs. 24.06%, 23.12% vs. 21.45%, 11.60% vs. 6.74%, 3.62% vs. 1.93%, all P<0.05). With increasing age, the positive rate of the initial screening increased, the colonoscopy compliance rate decreased, the precancerous lesion detection rate and colorectal cancer detection rate increased (all P<0.05). From 2013 to 2021, the positive rate of the initial screening among residents showed a downward trend, while the colonoscopy compliance rate showed an upward trend (both P<0.05).
Conclusions
The detection rate of precancerous lesions in colorectal cancer was 8.87%, and the detection rate of colorectal cancer was 2.67% in Baoshan District from 2013 to 2021. Male and older individuals were the key populations for screening, and the colonoscopy compliance among residents needs to be improved.
4.Association between hearing loss and physical performance in patients on maintenance hemodialysis
Weifeng FAN ; Xiaojing ZHONG ; Qing WU ; Lihong ZHANG ; Zhenhao YANG ; Yong GU ; Qi GUO ; Xiaoyu CHEN ; Chen YU ; Kun ZHANG ; Wei DING ; Hualin QI ; Junli ZHAO ; Liming ZHANG ; Suhua ZHANG ; Jianying NIU
Kidney Research and Clinical Practice 2024;43(3):358-368
The correlation between hearing loss (HL) and physical performance in patients receiving maintenance hemodialysis (MHD) remains poorly investigated. This study explored the association between HL and physical performance in patients on MHD. Methods: This multicenter cross-sectional study was conducted between July 2020 and April 2021 in seven hemodialysis centers in Shanghai and Suzhou, China. The hearing assessment was performed using pure-tone average (PTA). Physical performance was assessed using the Timed Up and Go Test (TUGT), handgrip strength, and gait speed. Results: Finally, 838 adult patients (male, 516 [61.6%]; 61.2 ± 2.6 years) were enrolled. Among them, 423 (50.5%) had mild to profound HL (male, 48.6% and female, 53.4%). Patients with HL had poorer physical performance than patients without HL (p < 0.001). TUGT was positively correlated with PTA (r = 0.265, p < 0.001), while handgrip strength and gait speed were negatively correlated with PTA (r = –0.356, p < 0.001 and r = –0.342, p < 0.001, respectively). Physical performance in patients aged <60 years showed significant dose-response relationships with HL. After adjusting for confounders, the odds ratios (95% confidence intervals) for HL across the TUGT quartiles (lowest to highest) were 1.00 (reference), 1.15 (0.73–1.81), 1.69 (1.07–2.70), and 2.87 (1.69–4.88) (p for trend = 0.005). Conclusion: Lower prevalence of HL was associated with a faster TUGT and a stronger handgrip strength in patients on MHD.
5.Effect of Huashi Runzao Prescription on Structure and Function of Submandibular Gland in Sjögren's Syndrome Model Mice
Qian HE ; Xinbo YU ; Ziwei HUANG ; Jiahe LIAO ; Guangyao CHEN ; Zihua WU ; Jiaqi CHEN ; Jianying YANG ; Jing LUO ; Qingwen TAO
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(8):36-44
ObjectiveTo investigate the effects of Huashi Runzao prescription (HRP) on the histopathological injury and function of submandibular gland in naive non-obese diabetic (NOD/Ltj) mouse model of Sjögren's syndrome (SS) and its regulatory effect on aquaporin 5 (AQP5) expression in submandibular gland cells. MethodThe SS model was induced in NOD/Ltj mice. The NOD/Ltj female mice aged nine weeks were selected and randomly assigned into model group,HRP group (7.15 g·kg-1·d-1),and hydroxychloroquine (HCQ) group (1.30 g·kg-1·d-1), and female BALB/c mice in the same age were selected and assigned into the normal group, with six mice in each group. Drug intervention lasted eight weeks. The water consumption and salivary flow rate (SFR) of each group were recorded. The pathological staining results of the submandibular gland of mice in each group were observed and scored. AQP5 expression was determined by immunohistochemistry (IHC) and Western blot. ResultCompared with the normal group, the model group showed increased water consumption (P<0.05) and reduced SFR (P<0.05). Compared with the model group, the HRP group showed decreased water consumption (P<0.05) and increased SFR (P<0.05), and the HCQ group showed increased SFR (P<0.05). In terms of histopathological results of the submandibular gland,compared with the normal group,the model group showed increased pathological score, number of lymphocyte infiltration foci,and percentage of lymphatic infiltration area (P<0.05). Compared with the model group, the HRP group showed reduced pathological scores and number of lymphocyte infiltration foci (P<0.05), and the HRP group and the HCQ group showed reduced percentage of lymphatic infiltration area(P<0.05). The results of IHC and Western blot showed that compared with the normal group,the model group showed down-regulated expression level of AQP5 protein (P<0.05), and compared with the model group and the HCQ group,the HRP group showed up-regulated expression level of AQP5 protein (P<0.05). ConclusionHRP can improve the secretion function of submandibular gland acinous cells and glandular structure injury in SS model mice, and its mechanism may be related to the up-regulation of AQP5 protein expression level in submandibular gland cells.
6.Effect of Huashi Runzao Prescription on Primary Sjögren's Syndrome
Zihua WU ; Ziwei HUANG ; Jiaqi CHEN ; Qian HE ; Jianying YANG ; Yan ZHANG ; Jiahe LIAO ; Xinbo YU ; Jing LUO ; Qingwen TAO
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(8):45-51
ObjectiveTo observe the efficacy and safety of Huashi Runzao prescription for patients with primary Sjögren's syndrome (pSS) of combined dryness and dampness pattern. MethodA total of 105 eligible patients were randomized into the experimental group (65 cases) and control group (40 cases), and they were respectively treated with Huashi Runzao prescription and hydroxychloroquine for 12 weeks. Visual Analogue Scale (VAS) was employed to assess the symptoms. The symptoms of dryness, fatigue, and pain, European League Against Rheumatism (EULAR) Sjögren's Syndrome Patient Reported Index (ESSPRI), EULAR Sjögren's syndrome disease activity index (ESSDAI), and immune inflammatory indicators before and after treatment were compared between the two groups, and adverse reactions were observed. ResultAfter treatment, the ESSPRI score was lower than that before treatment in the experimental groups (P<0.01) and was lower in the experimental group than in the control group (P<0.05). The VAS scores of dry mouth, dry eyes, overall dryness, fatigue, and pain in the experimental group decreased compared with those before treatment (P<0.01), and the experimental group had lower VAS scores of dry mouth and overall dryness than the control group (P<0.01). After treatment, the ESSDAI score of both groups decreased compared with that before treatment (P<0.05, P<0.01), but there was no significant difference between the groups. After treatment, the level of immunoglobulin M (IgM) decreased (P<0.01) and the level of complement C3 increased (P<0.01) in the experimental group, while the level of complement C3 decreased in the control group (P<0.05). There was no significant difference in the laboratory indexes between groups. During the treatment, stomachache occurred to one case in the experimental group, which was alleviated after the treatment, and no adverse reaction was observed in the control group. According to the chi-square test, the occurrence of adverse reactions was insignificantly different between the two groups. ConclusionHuashi Runzao prescription can alleviate the symptoms of dryness, fatigue, and pain, and reduce disease activity without associated side effects in pSS patients with combined dampness and dryness pattern.
7.Characteristics of Tongue Manifestations and Syndromes of Patients with Primary Sjögren's Syndrome of Different Time
Yan ZHANG ; Jianying YANG ; Lining ZHANG ; Zihua WU ; Qi HU ; Ziwei HUANG ; Jiaqi CHEN ; Xinbo YU ; Jing LUO ; Qingwen TAO
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(8):52-58
ObjectiveTo explore the characteristics of tongue manifestations and traditional Chinese medicine (TCM) syndromes in patients with primary Sjogren's syndrome (pSS) of different time. MethodpSS patients who visited TCM Department of Rheumatism in China-Japan Friendship Hospital from December 2018 to October 2021 were included and grouped according to the disease courses (short<5 years, medium 5-10 years, long > 10 years). Chi-square test was used for comparison between three groups and Bonferroni method for multiple comparisons. In the pairwise comparison, P<0.017 indicated significant difference. Chi-square test was performed on the syndrome and specific tongue manifestations with inter-group differences to analyze the trend of tongue manifestations and TCM syndromes over time (interval: two years). ResultA total of 193 pSS patients were enrolled, with 85 (44.0%) of short disease course, 69 (35.8%) of medium disease course, and 39 (20.2%) of long disease course. The common tongue manifestations were crimson tongue, fissured tongue, thin tongue, lack of fluid, and dry coating, which showed no significant difference among the three groups. Higher proportion of patients with light red tongue was observed in the group with short disease course than in group with medium disease course (χ2=6.407, P<0.017). Higher proportions of patients with thick coating (χ2=6.784, P<0.017) and phlegm-dampness syndrome (χ2=11.545, P<0.017) and lower proportion of patients with Qi deficiency syndrome (χ2=12.706, P<0.017) were found in the group with short disease course than in the group with long disease course. Patients with medium (χ2=6.358, P<0.017) and long (χ2=8.279, P<0.017) disease course tended to have exfoliated coating compared with those with short disease course, and the proportion of patients with exfoliated coating rose and the proportion of patients with thick greasy coating decreased over time (Ptrend<0.05). In addition, the proportion of patients with phlegm-dampness syndrome decreased and that with Qi deficiency syndrome increased over time (Ptrend<0.05). ConclusionIn the early stage, patients with pSS often show both dryness and dampness, as manifested by the thick greasy coating and phlegm-dampness syndrome. In the medium and late stage, patients often have Qi-Yin deficiency, as evidenced by exfoliated coating and Qi deficiency. In the clinical practice, medicines should be prescribed based on tongue manifestations and TCM syndrome of patients.
8.Clinical Characteristics of Geographic Tongue in Patients with Primary Sjögren's Syndrome
Jiahe LIAO ; Lining ZHANG ; Yan ZHANG ; Jianying YANG ; Ziwei HUANG ; Zihua WU ; Jing LUO ; Qingwen TAO
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(8):59-65
ObjectiveTo analyze the clinical characteristics of geographic tongue in patients with primary Sjögren's syndrome (pSS). MethodPatients with pSS treated in the China-Japan Friendship Hospital from December 2018 to October 2021 were enrolled and divided into different groups according to the presence of geographic tongue or the severity. Phi correlation analysis,Chi-square test, and Mann-Whitney test were used to analyze the clinical characteristics of patients with geographic tongue. ResultA total of 182 pSS patients were included in this study,including 75 (41.2%) patients with geographic tongue and 107 (58.8%) without geographic tongue. Partial exfoliation was more common than total exfoliation, and the anterior part of the tongue was the most common exfoliation site. The number of patients with severe geographic tongue was more than those with mild-to-moderate geographic tongue. Compared with pSS patients without geographic tongue,those with geographic tongue were more common in fissured tongue (92.0%/41.1%,χ2=48.491,P<0.05),red or crimson tongue (48.0%/23.3%,χ2=12.009,P<0.05),Yin deficiency syndrome (100.0%/43.9%,χ2=62.739,P<0.05),and Qi deficiency syndrome (94.7%∶50.5%,χ2=40.046,P<0.05),less common in phlegm-dampness syndrome (33.3%/72.0%,χ2=26.709,P<0.05),and showed higher proportions in hyperglobulinemia (89.3%/65.4%,χ2=13.547,P<0.01),ANA ≥1∶160 (78.1%/57.3%,χ2=8.227,P<0.01),and positive RF (51.4%/36.5%,χ2=3.877,P<0.05). Compared with pSS patients with mild geographic tongue,pSS patients with moderate-to-severe geographic tongue had higher proportions in hyperglobulinemia (98.1%/68.2%,χ2=14.617,P<0.01),positive anti-CENP-B (26.0%/4.8%,χ2=4.214,P<0.05),and reduced complement 3 (26.4%/4.5%,χ2=4.647,P<0.05). The geographic tongue was positively associated with fissured tongue (φ=0.531),Yin deficiency syndrome (φ=0.587),and Qi deficiency syndrome (φ=0.469),negatively associated with phlegm-dampness syndrome (φ=-0.447),and weakly associated with tongue color (φ<0.4). There was no statistical difference in the disease activity index between patients with or without geographic tongue and severity. ConclusionMore than 40% of pSS patients had geographic tongue accompanied by fissured tongue. Geographic tongue is positively associated with Yin deficiency syndrome and Qi deficiency syndrome,and negatively associated with phlegm-dampness syndrome, indicating that treatment should be based on tonifying Qi and nourishing Yin. Compared with pSS patients without geographic tongue, those with geographic tongue may have higher positive rate of some immune indicators,which deserves further exploration.
9.Traditional Chinese Medicine Syndrome of Primary Sjögren's Syndrome Patients with Interstitial Lung Disease
Jiaqi CHEN ; Jianying YANG ; Zihua WU ; Lining ZHANG ; Yan ZHANG ; Qi HU ; Qian HE ; Ziwei HUANG ; Xinbo YU ; Jing LUO ; Qingwen TAO
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(8):66-72
ObjectiveTo summarize the characteristics of traditional Chinese medicine (TCM) syndrome in primary Sjögren's syndrome (pSS) patients with interstitial lung disease (ILD) and to explore associated factors. MethodA survey was conducted and pSS patients who were treated in TCM department of rheumatism at China-Japan Friendship Hospital from December 2018 to April 2022 were included. Tongue manifestations and syndromes of patients were recorded. pSS patients with ILD were classified into the pSS-ILD group and those without the ILD were included in the pSS-non-ILD group. The tongue manifestations, syndromes, and laboratory indexes were compared between the two groups, and logistic regression was used to explore the factors associated with pSS-ILD. ResultA total of 200 pSS patients were included, with 186 (93.0%) females, median age of 57 years, and median disease course of 60 months, of which 44 (22%) had pSS-ILD. In terms of tongue manifestations, pSS-ILD patients generally had dark/purple/stasis tongue, fissured tongue, and tongue with little fluid, thick coating, yellow coating, and greasy coating. The proportion patients with yellow coating was higher in pSS-ILD group than in the pSS-non-ILD group (χ2=4.799,P<0.05). In terms of syndrome, more than 40% of pSS-ILD patients had Qi deficiency, Yin deficiency, phlegm-dampness, Qi stagnation, and/or blood stasis syndrome. As for Yin deficiency, liver-kidney Yin deficiency syndrome ranked the first. For Qi deficiency, lung Qi deficiency syndrome was most commonly seen. The proportion of patients with lung Qi deficiency was higher in the pSS-ILD group than in the pSS-non-ILD group (χ2=18.667,P<0.01). As to laboratory indexes, compared with the pSS-non-ILD group, pSS-ILD group had high proportion of anti-SSA-positive patients (P<0.05) and high levels of C-reactive protein (CRP) (P<0.01), complement C3 (χ2=4.332,P<0.05), and complement C4 (P<0.05). Logistic regression analysis showed that pSS with ILD was positively associated with lung Qi deficiency [odds ratio (OR)=6.079, 95% confidence interval (CI) 2.585-14.298, P<0.01)] and yellow coating (OR=5.260, 95% CI 1.337-20.692, P<0.05) and negatively associated with low C4 (OR=0.199, 95% CI 0.070-0.564, P<0.01). ConclusionAbout 22% of pSS patients had ILD, and patients with pSS-ILD generally have Qi deficiency, Yin deficiency, phlegm-dampness, Qi stagnation, and/or blood stasis syndrome. Yellow coating, lung Qi deficiency and C4 level are factors associated with pSS combined with ILD.
10.Historical Evolution and Modern Clinical Application of Danggui Liuhuangtang
Yanan WU ; Fuping LI ; Ying XU ; Liying KANG ; Jiangxia YANG ; Jianying BAI ; Xiufen ZHANG
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(9):8-17
Danggui Liuhuangtang is the 47th of the 100 famous classical formulas published by the National Administration of Traditional Chinese Medicine, and is known as the holy medicine for night sweat. By bibliometrics, the authors collected the ancient books on Danggui Liuhuangtang and screened out 269 valid data, involving 156 ancient books of traditional Chinese medicine. The analysis on the historical origin, disease syndromes, pathogenesis, composition, dosage, preparation, usage, and processing of Danggui Liuhuangtang found that this famous classical formula originated from Secret Book of the Orchid Chamber (《兰室秘藏》) written by LI Dongyuan, and is composed of Angelicae Sinensis Radix, Rehmanniae Radix, Rehmanniae Radix Praeparata, Phellodendri Chinensis Cortex, Scutellariae Radix, Coptidis Rhizoma and Astragali Radix. It has the functions of nourishing Yin, reducing fire, consolidating exterior and stopping sweating, and mainly treats night sweat due to Yin deficiency and fire exuberance. In the later generations, disease syndromes are mostly treated based on LI Dongyuan's theory, and have expanded to more than 30 kinds (339 in total), among which night sweat (208) was the most, accounting for 61.36% of the total disease syndromes, followed by spontaneous sweating (38), accounting for 11.21%. Additionally, it was found that Danggui Liuhuangtang was widely used in modern clinical practice for various disease syndromes. Among them, endocrine disease (77, 28.21%) was predominant, followed by gynecological disease (48, 17.58%), and pediatric disease (24, 8.79%). Although Danggui Liuhuangtang treats many disease syndromes, their pathogenesis was always yin deficiency and fire exuberance. Through the systematic excavation of the ancient books on Danggui Liuhuangtang and the analysis of its modern clinical application, this paper probed into the historical evolution and confirmed the key information of the formula, providing detailed literature basis for the research and development application of famous classical formulas.


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