1.Discussion on Technical Characteristics of National Drug Standards for Traditional Chinese Medicine Dispensing Granules
Shengjun CHEN ; Song LI ; Kejia GUO ; Yuntian ZHANG ; Haiqin ZHOU ; Xianglan PU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(10):256-264
On the premise of respecting the objective law of the occurrence and development of traditional Chinese medicine(TCM) dispensing granules, relevant national departments have gradually formed the research and formulation ideas of national drug standards for dispensing granules based on the experiences and lessons learned in the development process of quality standards, as well as the formation mechanism of national standards for dispensing granules. This has certain reference significance for the formulation path of TCM quality standards. Combined with the general situation of the published standards and specific cases, the research concepts of the national standards for dispensing granules were analyzed and summarized in this paper, and the analysis of the technical characteristics of the issued national standards was focused, including the introduction of standard decoction, the overall quality control of TCM, the whole process quality control and other research ideas. At the same time, it summarized the industry common problems in the research and development process of national standards for dispensing granules, such as the source and process control of medicinal materials, and strived to solve them together, encouraging the demonstration and application of new technological means in the field of TCM dispensing granules. Finally, based on the literature analysis, the shortcomings of the current national standards were discussed, and relevant suggestions were put forward to further improve the national standards for dispensing granules. Through the overall analysis, it is helpful to comprehensively understand the technical characteristics of the national standards for TCM dispensing granules, and provide reference for the scientific exploration and practice of quality control methods for TCM.
2.Guideline-driven clinical decision support for colonoscopy patients using the hierarchical multi-label deep learning method.
Junling WU ; Jun CHEN ; Hanwen ZHANG ; Zhe LUAN ; Yiming ZHAO ; Mengxuan SUN ; Shufang WANG ; Congyong LI ; Zhizhuang ZHAO ; Wei ZHANG ; Yi CHEN ; Jiaqi ZHANG ; Yansheng LI ; Kejia LIU ; Jinghao NIU ; Gang SUN
Chinese Medical Journal 2025;138(20):2631-2639
BACKGROUND:
Over 20 million colonoscopies are performed in China annually. An automatic clinical decision support system (CDSS) with accurate semantic recognition of colonoscopy reports and guideline-based is helpful to relieve the increasing medical burden and standardize the healthcare. In this study, the CDSS was built under a hierarchical-label interpretable classification framework, trained by a state-of-the-art transformer-based model, and validated in a multi-center style.
METHODS:
We conducted stratified sampling on a previously established dataset containing 302,965 electronic colonoscopy reports with pathology, identified 2041 patients' records representative of overall features, and randomly divided into the training and testing sets (7:3). A total of five main labels and 22 sublabels were applied to annotate each record on a network platform, and the data were trained respectively by three pre-training models on Chinese corpus website, including bidirectional encoder representations from transformers (BERT)-base-Chinese (BC), the BERT-wwm-ext-Chinese (BWEC), and ernie-3.0-base-zh (E3BZ). The performance of trained models was subsequently compared with a randomly initialized model, and the preferred model was selected. Model fine-tuning was applied to further enhance the capacity. The system was validated in five other hospitals with 3177 consecutive colonoscopy cases.
RESULTS:
The E3BZ pre-trained model exhibited the best performance, with a 90.18% accuracy and a 69.14% Macro-F1 score overall. The model achieved 100% accuracy in identifying cancer cases and 99.16% for normal cases. In external validation, the model exhibited favorable consistency and good performance among five hospitals.
CONCLUSIONS
The novel CDSS possesses high-level semantic recognition of colonoscopy reports, provides appropriate recommendations, and holds the potential to be a powerful tool for physicians and patients. The hierarchical multi-label strategy and pre-training method should be amendable to manage more medical text in the future.
Humans
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Colonoscopy/methods*
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Deep Learning
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Decision Support Systems, Clinical
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Female
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Male
3.Study on quality control method of Qiguiling mixture
Xiaotao YU ; Bo WANG ; Jia WANG ; Kejia CHEN ; Rui WANG
China Pharmacy 2023;34(10):1223-1227
OBJECTIVE To establish the fingerprint of Qiguiling mixture and the method for the content determination of 4 kinds of active components such as calycosin-7-glucoside, so as to control the quality of Qiguiling mixture. METHODS The fingerprints of 12 batches of Qiguiling mixture were established by HPLC. SPSS 25.0 software was used for cluster analysis and principal component analysis, and SIMCA 14.1 software was used for orthogonal partial least squares-discriminant analysis. The variable importance in projection (VIP) value greater than 1.0 was used as the index to screen the differential components. The contents of calycosin-7-glucoside, glycyrrhizin and glycyrrhizic acid were calculated by the quantitative analysis of multi- components by single marker (QAMS) with hesperidin as the internal reference, and the results were compared with external standard method. RESULTS In the fingerprints of 12 batches of samples, 17 common peaks were identified, and the similarities were more than 0.940. A total of 4 common peaks were identified, which were calycosin-7-glucoside (peak 6), glycyrrhizin (peak 8), hesperidin (peak 12), and glycyrrhizic acid (peak 17). The 12 batches of samples could be clustered into two categories, S4, S7-S9 and S11-S12 were clustered into one category, and the other batches of samples were clustered into one category. The cumulative variance contribution rate of the six principal components was 85.840%, and VIP values of peaks 15, 14, 4, 8 (glycyrrhizin) and 9 were all greater than 1.0. The relative error between the results of QAMS and external standard method was less than 5% (n=3) for the contents of calycosin-7-glucoside, glycyrrhizin and glycyrrhizic acid. CONCLUSIONS Established HPLC fingerprint and content determination method in this study can be used for quality control of Qigiling mixture. Five components such as glycyrrhizin are the differential components.
4.In vivo MRI study of the oxidative stress level in the white matter of patients with relapsing-remitting multiple sclerosis
Huiting LIAO ; Zimeng CAI ; Haiqi YE ; Qianlan CHEN ; Mingjia HOU ; Kejia CAI ; Weiwei CHEN
Chinese Journal of Radiology 2023;57(6):640-646
Objective:To explore the oxidative stress of cerebral white matter lesion (WML) and normal-appearing white matter (NAWM) with in vivo proton exchange rate (k ex) MRI on relapse-remitting multiple sclerosis (RRMS) patients. Methods:Clinical and imaging data of 37 patients (case group) with RRMS patients of Tongji Hospital of Tongji Medical College of Huazhong University of Science and Technology were analyzed retrospectively from November 2018 to November 2021, including 11 males and 26 females aged 18-41 (29±7) years. Another 22 age-matched healthy volunteers (control group) were recruited for the same period, including 4 males and 18 females aged 23-44 years with a median age of 25 (24, 28.25) years. All subjects received conventional MR protocols and chemical exchange saturation transfer imaging. The manifestation of WML on the k ex map and T 1WI images were assessed while the k ex values of WML, NAWM and normal white matter (NWM) of control group were quantitatively evaluated. Student′s t test was used to compare the k ex difference of WML and NAWM in the case group, NAWM in the case group and NWM in the control group, low-signal and isosignal WML in T 1WI. Spearman rank correlation was used to analyze the correlation of the k ex values of WML with patients′ expanded disability status scale (EDSS) score. Results:A total of 272 WML were found in the 37 RRMS patients, and 25.4% (69/272) were T 1-hypointense. The k ex value of WML in the case group [(932±108) s -1] was higher than that of NAWM [(771±26) s -1], and the difference was statistically significant ( t=8.95, P<0.001); the k ex value of NAWM in the case group [(771±26) s -1 ] was higher than that of NWM [(745±26) s -1] in the control group, and the difference was statistically significant ( t=3.96, P<0.001). The k ex value [(1 039±110) s -1] of WML with low signal at T 1WI was higher than that of WML with equal signal [(895±79) s -1], with a statistically significant difference ( t=9.78, P<0.001). Correlation analysis showed that the k ex value of WML in the case group was positively correlated with the EDSS score ( r=0.54, P<0.001). Conclusions:The elevated k ex values of WML and NAWM reflect the cerebral oxidative stress of RRMS patients and are positively correlated to the severity of tissue damage, which suggests the role of oxidative stress in RRMS lesion formation and brain atrophy.
5.Accurate localization and successful treatment of 23 cases of migrating pharynx and cervical esophageal foreign bodies
Qiong XU ; Shuihong ZHOU ; Qinying WANG ; Yangyang BAO ; Zhe CHEN ; Lifang SHEN ; Libo DAI ; Yongcai LIU ; Kejia CHENG ; Quancheng LI
Chinese Journal of Otorhinolaryngology Head and Neck Surgery 2023;58(12):1206-1214
Objective:To explore clinical features, diagnosis, localization, and therapeutic strategy of migratory pharyngeal and cervical esophageal foreign bodies.Methods:A total 23 cases of pharyngeal and cervical esophageal migratory foreign bodies were admitted between January 2015 and December 2021. There were 14 females and 9 males with the age ranged from 35 to 82 (55.0±12.7)years. In all the cases, esophageal CT was taken to confirm the esophageal foreign body. Multiplanar reconstruction (MPR) was performed to locate the foreign body from the horizontal, coronal and sagittal dimensions as well as the corrected reconstructed MPR. According to the location of the foreign body, appropriate surgical method was selected.The symptoms, complications, types of foreign body, positioning, surgical methods, and relevant information were recorded.Data were analyzed using the descriptive method and SPSS 25.0 software.Results:The clinical symptoms of 23 migrating esophageal foreign bodies included pharyngodynia (20/23), foreign body sensation (6/23), hoarsenss (1/23), difficulty in turning neck(1/23), difficulty in opening mouth (1/23), fever (7/23), poor appetite (1/23), and abdominal pain (1/23). The foreign bodies included 19 fish bones, 2 wires, 1 embroidery needle and 1 chicken bone. There were 9 cases (39.1%) of foreign bodies located in extraluminal cervical esophagus, 2 cases (8.7%) of foreign bodies located in the muscular layer of the cervical esophagus and 12 cases (52.2%) of foreign bodies located in pharynx. Twenty-one cases of foreign bodies were removed by cervical lateral incision, in which 11 were removed by cervical lateral incision directly, 10 by the second lateral cervical incision after the foreign bodies were accurately located by MPR and/or corrected MPR, 1 foreign body was removed by incision of the pharyngeal mucosa under suspension laryngoscope, 1 foreign body was removed by tracheoscopy. Compared with patients with intraluminal foreign bodies ( n=308) treated in the same period, intake of fishbone [19 (19/23) vs. 133 (82.6% (43.2%, 133/308), OR=7.31] and first visit was more than 24 hours [20(87.0%, 20/23) vs. 77(25.0%, 77/308), OR=17.2] were the significant risk factors of migratory esophageal foreign bodies. Conclusions:MPR and the corrected MPR can accurately locate the migrating pharyngeal and cervical esophageal foreign bodies, by providing more intuitive imaging evidence for doctors, which provide imaging basis for formulation of surgical programs. Foreign bodies in pharyngeal and cervical esophagus need to be treated as soon as possible, otherwise they are easy to migrate, leading lead to serious complications.
6.Study on mechanism difference of baicalein and wogonin inhibiting energy metabolism of hepatoma cells
Kejia XU ; Zimeng ZHANG ; Chuankui FU ; Zhipeng CHEN ; Weidong LI ; Li WU
China Pharmacy 2022;33(11):1300-1305
OBJECTIVE To explore the difference in th e mechanis m of baicalein and wogonin inhibiting the energy metabolism of hepatoma cells. METHODS Human hepatoma HepG 2 cells were divided into blank control group (without medicine),different dose groups of baicalein and wogonin (1.25,2.5,5,10 and 20 μmol/L). The effects of baicalein and wogonin on the viability of HepG 2 cells were detected by MTT assay. HepG 2 cells were divided into blank control group (without medicine),baicalein group and wogonin group. After administration ,the concentration of ATP in cell was detected by enhanced ATP kit. The levels of cell glycolysis and mitochondrial energy metabolism were evaluated by glycolysis and mitochondrial pressure test kit ;the affinity of baicalein and wogonin with key enzymes of energy metabolism was predicted by molecular docking ,and the key enzymes of energy metabolism with high affinity were screened ;the expression of key enzymes of energy metabolism was detected by Western blot. RESULTS Within the dose range of 2.5-20 μmol/L,the half inhibitory concentrations of baicalein and wogonin were 12.84 and 24.09 μmol/L;baicalein 1.25 μmol/L and wogonin 2.5 μmol/L had no effect on cell viability ,so it was selected as the dosage for subsequent experiments. Compared with blank control group ,the concentration of ATP in HepG 2 cells decreased significantly in baicalein group and wogonin group (P<0.05);the inhibitory effects on basic acidification rate of HepG 2 cells in wogonin group were significantly stronger than those of baicalein group (P<0.05),but there was no significant difference between them on the basic oxygen consumption rate (P>0.05);baicalein had strong binding to pyruvate kinase M 2 and mitochondrial enzyme complexes Ⅰ(CⅠ),C Ⅱ and C Ⅳ,while wogonin only had strong binding to pyruvate kinase M 2; wogonin could significantly down-regulate the protein expressions of hexokinase ,phosphofructokinase,pyruvate kinase M 2,CⅠ, C Ⅱ and C Ⅳ(P<0.05),but there was no statistical significance in the effect of baicalein on the regulation of these enzymes (P> 0.05). CONCLUSIONS Both baicalein and wogonin can inhibit the energy metabolism of hepatoma HepG 2 cells,but the mechanism is different :the effect of baicalein is related to the activity of key enzymes ,while the effect of wogonin is related to the inhibition of the expression of key enzymes of energy metabolism.
7.Effects of interpregnancy interval on pregnancy outcomes of subsequent pregnancy: a multicenter retrospective study
Juan JUAN ; Huixia YANG ; Yumei WEI ; Geng SONG ; Rina SU ; Xu CHEN ; Qiuhong YANG ; Jianying YAN ; Mei XIAO ; Ying LI ; Shihong CUI ; Yali HU ; Xianlan ZHAO ; Shangrong FAN ; Ling FENG ; Meihua ZHANG ; Yuyan MA ; Zishan YOU ; Haixia MENG ; Haiwei LIU ; Ying ZHU ; Chunfeng WU ; Yan CAI ; Kejia HU ; Hongjuan DING
Chinese Journal of Obstetrics and Gynecology 2021;56(3):161-170
Objective:To explore the effects of interpregnancy interval (IPI) on pregnancy outcomes of subsequent pregnancy.Methods:A multicenter retrospective study was conducted in 21 hospitals in China. Information of age, height, pre-pregnancy weight, IPI, history of diseases, complications of pregnancy, gestational age of delivery, delivery mode, and pregnancy outcomes of the participants were collected by consulting medical records of pregnant women who had two consecutive deliveries in the same hospital during 2011 to 2018. The participants were divided into 4 groups according to IPI:<18 months, 18-23 months, 24-59 months and ≥60 months. According to the WHO′s recommendation, with the IPI of 24-59 months group as a reference, to the effects of IPI on pregnancy outcomes of subsequent pregnancy were analyzed. Stratified analysis was further carried out based on age, history of gestational diabetes mellitus (GDM), macrosomia, and premature delivery, to explore the differences in the effects of IPI on pregnancy outcomes among women with different characteristics.Results:A total of 8 026 women were included in this study. There were 423, 623, 5 512 and 1 468 participants in <18 months group, 18-23 months group, 24-59 months group and ≥60 months group, respectively. (1) The age, pre-pregnancy body mass index (BMI), history of cesarean section, GDM, gestational hypertension and cesarean section delivery rate of <18 months group, 18-23 months group, 24-59 months group and ≥60 months group were gradually increased, and the differences were statistically significant ( P<0.05). (2) After adjusting for potential confounding factors, compared with women in the IPI of 24-59 months group, the risk of premature delivery, premature rupture of membranes, and oligohydramnios were increased by 42% ( OR=1.42, 95% CI: 1.07-1.88, P=0.015), 46% ( OR=1.46, 95% CI: 1.13-1.88, P=0.004), and 64% ( OR=1.64, 95% CI: 1.13-2.38, P=0.009) respectively for women in the IPI≥60 months group. No effects of IPI on other pregnancy outcomes were found in this study ( P>0.05). (3) After stratified by age and adjusted for confounding factors, compared with women in the IPI of 24-59 months group, IPI≥60 months would significantly increase the risk of oligohydramnios for women with advanced age ( OR=2.87, 95% CI: 1.41-5.83, P=0.004); and <18 months could increase the risk of premature rupture of membranes for women under the age of 35 ( OR=1.59, 95% CI: 1.04-2.43, P=0.032). Both the risk of premature rupture of membranes ( OR=1.58, 95% CI: 1.18-2.13, P=0.002) and premature delivery ( OR=1.52, 95% CI: 1.07-2.17, P=0.020) were significantly increased in the IPI≥60 months group. After stratified by history of GDM and adjusted for confounding factors, compared with women in the IPI of 24-59 months group, IPI≥60 months would lead to an increased risk of postpartum hemorrhage for women with a history of GDM ( OR=5.34, 95% CI: 1.45-19.70, P=0.012) and an increased risk of premature rupture of membranes for women without a history of GDM ( OR=1.44, 95% CI: 1.10-1.90, P=0.009). After stratified by history of macrosomia and adjusted for confounding factors, compared with women in the IPI of 24-59 months group, IPI≥60 months could increase the proportion of cesarean section for women with a history of macrosomia ( OR=4.11, 95% CI: 1.18-14.27, P=0.026) and the risk of premature rupture of membranes for women without a history of macrosomia ( OR=1.46, 95% CI: 1.12-1.89, P=0.005). After stratified by history of premature delivery and adjusted for confounding factors, compared with women in the IPI of 24-59 months group, IPI≥60 months would significantly increase the risk of premature rupture of membranes for women without a history of premature delivery ( OR=1.47, 95% CI: 1.13-1.92, P=0.004). Conclusions:Both IPI≥60 months and <18 months would increase the risk of adverse pregnancy outcomes in the subsequent pregnancy. Healthcare education and consultation should be conducted for women of reproductive age to maintain an appropriate IPI when they plan to pregnant again, to reduce the risk of adverse pregnancy outcomes in the subsequent pregnancy.
8.Content Determination of 17 Quality Markers in Dahuang Zhechong Pills
Chuankui FU ; Kejia XU ; Zimeng ZHANG ; Yan HUANG ; Zhipeng CHEN ; Weidong LI ; Li WU
China Pharmacy 2021;32(19):2353-2357
OBJECTIVE:To establish the method for the content de termination of 17 quality markers in Dahuang zhechong pills(DHZCP). METHODS :HPLC method was adopted to determine the contents of 17 quality markers in 10 batches of DHZCP , such as allantoin ,hypoxanthine,salidroside,hydroxypaeoniflorin,glycyrrhizin,isoglycyrrhizin,baicalin,p-methoxyphenylacetic acid,wogonin,cinnamic acid ,apigenin,naringin,norwogonin,aloe emodin ,rhein,chrysin,emodin. The determination was performed on Kromasil 100-5-C18(250 mm × 4.6 mm,5 μm)column with mobile phase consisted of 0.1% phosphoric acid solution-acetonitrile (gradient elution ) at the flow rate of 1.0 mL/min. The column temperature was 30 ℃ ,the detection wavelength was 210 nm and the sample size was 20 μ L. RESULTS:The linear range of above 17 quality markers were 5.74-183.53,6.51-208.24,4.30-137.65,4.60-147.06,4.12-131.76,4.25-135.88,6.31-201.76,4.60-147.06,1.94-62.06,4.47- 142.94,0.69-22.06,2.29-73.24,2.33-74.41,1.42-45.29,6.65-212.94,1.11-35.44 and 1.47-47.06 μg/mL,respectively(all R2≥ 0.999 0). RSDs of precision ,repeatability,stability and durability tests were all less than 2%(n=6);average recovery of 17 quality markers ranged from 96.31% to 101.73%,and the RSDs were less than 3%(n=6). CONCLUSIONS :The method is simple, rapid,speific,specise,reproducible,stable,accurate and durable ,and can be used for improving the quality standard of DHZCP.
9.Impact of Wuhan lockdown on the spread of COVID-19 in China: a study based on the data of population mobility.
Shu LI ; Qinchuan WANG ; Sicong WANG ; Junlin JIA ; Zilong BIAN ; Changzheng YUAN ; Sisi WANG ; Xifeng WU ; Shuyin CAO ; Chen CHEN ; Xiaolin XU ; Yuanqing YE ; Hao LEI ; Wenyuan LI ; Kejia HU
Journal of Zhejiang University. Medical sciences 2021;50(1):61-67
This study aimed to quantitatively assess the effectiveness of the Wuhan lockdown measure on controlling the spread of coronavirus diesase 2019 (COVID-19). : Firstly,estimate the daily new infection rate in Wuhan before January 23,2020 when the city went into lockdown by consulting the data of Wuhan population mobility and the number of cases imported from Wuhan in 217 cities of Mainland China. Then estimate what the daily new infection rate would have been in Wuhan from January 24 to January 30th if the lockdown measure had been delayed for 7 days,assuming that the daily new infection in Wuhan after January 23 increased in a high,moderate and low trend respectively (using exponential, linear and logarithm growth models). Based on that,calculate the number of infection cases imported from Wuhan during this period. Finally,predict the possible impact of 7-day delayed lockdown in Wuhan on the epidemic situation in China using the susceptible-exposed-infectious-removed (SEIR) model. : The daily new infection rate in Wuhan was estimated to be 0.021%,0.026%,0.029%,0.033% and 0.070% respectively from January 19 to January 23. And there were at least 20 066 infection cases in Wuhan by January 23,2020. If Wuhan lockdown measure had been delayed for 7 days,the daily new infection rate on January 30 would have been 0.335% in the exponential growth model,0.129% in the linear growth model,and 0.070% in the logarithm growth model. Correspondingly,there would have been 32 075,24 819 and 20 334 infection cases travelling from Wuhan to other areas of Mainland China,and the number of cumulative confirmed cases as of March 19 in Mainland China would have been 3.3-3.9 times of the officially reported number. Conclusions: Timely taking city-level lockdown measure in Wuhan in the early stage of COVID-19 outbreak is essential in containing the spread of the disease in China.
COVID-19
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China/epidemiology*
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Cities
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Communicable Disease Control
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Humans
;
SARS-CoV-2
10.Impact of socioeconomic status,population mobility and control measures on COVID-10 development in major cities of China.
Shu LI ; Sicong WANG ; Yong ZHU ; Sisi WANG ; Changzheng YUAN ; Xifeng WU ; Shuyin CAO ; Xiaolin XU ; Chen CHEN ; Yuanqing YE ; Wenyuan LI ; Hao LEI ; Kejia HU ; Xin XU ; Hui ZHU
Journal of Zhejiang University. Medical sciences 2021;50(1):52-60
To evaluate the impact of socioeconomic status,population mobility,prevention and control measures on the early-stage coronavirus disease 2019 (COVID-19) development in major cities of China. : The rate of daily new confirmed COVID-19 cases in the 51 cities with the largest number of cumulative confirmed cases as of February 19,2020 (except those in Hubei province) were collected and analyzed using the time series cluster analysis. It was then assessed according to three aspects,that is, socioeconomic status,population mobility,and control measures for the pandemic. : According to the analysis on the 51 cities,4 development patterns of COVID-19 were obtained,including a high-incidence pattern (in Xinyu),a late high-incidence pattern (in Ganzi),a moderate incidence pattern (in Wenzhou and other 12 cities),and a low and stable incidence pattern (in Hangzhou and other 35 cities). Cities with different types and within the same type both had different scores on the three aspects. : There were relatively large difference on the COVID-19 development among different cities in China,possibly affected by socioeconomic status,population mobility and prevention and control measures that were taken. Therefore,a timely public health emergency response and travel restriction measures inside the city can interfere the development of the pandemic. Population flow from high risk area can largely affect the number of cumulative confirmed cases.
COVID-19
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China/epidemiology*
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Cities
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Humans
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SARS-CoV-2
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Social Class

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