1.Mechanism by which IRF1 affects hepatic ischemia-reperfusion injury by regulating the polarization of Kupffer cells
Jingbo YANG ; Hao HUANG ; Feng ZHANG ; Liying SUN ; Liuxin ZHOU ; Haiming ZHANG ; Shipeng LI ; Zhijun ZHU ; Yamin ZHANG
Chinese Journal of Hepatobiliary Surgery 2025;31(4):290-295
Objective:To explore the molecular mechanism by which interferon regulatory factor 1 (IRF1) affects hepatic ischemia-reperfusion injury (HIRI) by regulating the polarization of Kupffer cells.Methods:Twelve male healthy C57BL/6 wild-type mice weighing 20-25 g and aged 6-8 weeks were divided into a sham operation group ( n=6) and a HIRI group ( n=6); Twelve male healthy C57BL/6 IRF1 gene knockout (IRF1 -/-) mice weighing 20-25 g and aged 6-8 weeks were divided into a sham operation IRF1 -/- group ( n=6) and a HIRI IRF1 -/- group ( n=6). The levels of serum alanine transaminase (ALT) and aspartate transaminase (AST) in mice were measured, and hematoxylin-eosin (HE) staining of liver tissues was performed for Suzuki scoring to evaluate liver injury. Fluorescence quantitative polymerase chain reaction (qRT-PCR) was used to evaluate the mRNA levels of IRF1 and tumor necrosis factor α (TNFα) in liver tissues. Flow cytometry and qRT-PCR were used to detect the proportion and functional changes of M1/M2-type Kupffer cells in liver tissues. IRF1 was overexpressed or knocked down in the mononuclear macrophage cell line ANA1, and a co-culture and hypoxia-reoxygenation system with the hepatocyte cell line AML12 was established. Flow cytometry was used to detect the apoptosis of AML12 cells. Results:At 12 hours after hepatic ischemia-reperfusion in wild-type mice, the liver tissue injury was the most severe. Compared with the sham operation group, the levels of serum ALT [(8 073±83) U/L vs. (81±19) U/L, q=13.59] and AST [(11 170±2 890) U/L vs. (412±210) U/L, q=13.77] in the HIRI group were significantly higher, and the differences were statistically significant (both P<0.001). The Suzuki score reached 5-6 points. At 12 hours after hepatic ischemia-reperfusion in IRF1 gene knockout mice, the liver tissue injury was not obvious. There were no significant differences in the levels of serum ALT [668 (514, 2 344) U/L vs. 254 (147, 285) U/L, q=2.52, P=0.348] and AST [1 936 (1 262, 2 003) U/L vs. 628 (423, 759) U/L, q=1.22, P=0.824] between the HIRI IRF1 -/- group and the sham operation IRF1 -/- group. Compared with the HIRI group, the ratio of M1/M2-type Kupffer cells in the liver of the HIRI IRF1 -/- group decreased [(0.958±0.090) vs. (2.788±0.258), q=2.06, P<0.0001], and the mRNA expression of TNFα decreased [(4.363±0.393) vs. (12.900±5.504), q=5.59, P=0.018], and the differences between the two groups were statistically significant. In the co-culture and hypoxia-reoxygenation experiment using ANA1 cells overexpressing IRF1 and AML12 cells, the proportion of AML12 hepatocytes in late apoptosis was higher than that in the control group [(14.05±4.25) vs. (3.15±1.16), t=2.85, P=0.047], and the difference was statistically significant. In contrast, when the expression of IRF1 was knocked down, the proportion of apoptotic AML12 cells decreased [(9.26±3.04) vs. (13.36±4.64), t=2.15, P=0.098], but the difference was not statistically significant. Conclusion:The IRF1 protein can regulate the polarization of Kupffer cells into M1-type macrophages, promote the inflammatory injury of the liver tissue after ischemia-reperfusion, and increase the apoptosis of hepatocytes.
2.Mechanism by which IRF1 affects hepatic ischemia-reperfusion injury by regulating the polarization of Kupffer cells
Jingbo YANG ; Hao HUANG ; Feng ZHANG ; Liying SUN ; Liuxin ZHOU ; Haiming ZHANG ; Shipeng LI ; Zhijun ZHU ; Yamin ZHANG
Chinese Journal of Hepatobiliary Surgery 2025;31(4):290-295
Objective:To explore the molecular mechanism by which interferon regulatory factor 1 (IRF1) affects hepatic ischemia-reperfusion injury (HIRI) by regulating the polarization of Kupffer cells.Methods:Twelve male healthy C57BL/6 wild-type mice weighing 20-25 g and aged 6-8 weeks were divided into a sham operation group ( n=6) and a HIRI group ( n=6); Twelve male healthy C57BL/6 IRF1 gene knockout (IRF1 -/-) mice weighing 20-25 g and aged 6-8 weeks were divided into a sham operation IRF1 -/- group ( n=6) and a HIRI IRF1 -/- group ( n=6). The levels of serum alanine transaminase (ALT) and aspartate transaminase (AST) in mice were measured, and hematoxylin-eosin (HE) staining of liver tissues was performed for Suzuki scoring to evaluate liver injury. Fluorescence quantitative polymerase chain reaction (qRT-PCR) was used to evaluate the mRNA levels of IRF1 and tumor necrosis factor α (TNFα) in liver tissues. Flow cytometry and qRT-PCR were used to detect the proportion and functional changes of M1/M2-type Kupffer cells in liver tissues. IRF1 was overexpressed or knocked down in the mononuclear macrophage cell line ANA1, and a co-culture and hypoxia-reoxygenation system with the hepatocyte cell line AML12 was established. Flow cytometry was used to detect the apoptosis of AML12 cells. Results:At 12 hours after hepatic ischemia-reperfusion in wild-type mice, the liver tissue injury was the most severe. Compared with the sham operation group, the levels of serum ALT [(8 073±83) U/L vs. (81±19) U/L, q=13.59] and AST [(11 170±2 890) U/L vs. (412±210) U/L, q=13.77] in the HIRI group were significantly higher, and the differences were statistically significant (both P<0.001). The Suzuki score reached 5-6 points. At 12 hours after hepatic ischemia-reperfusion in IRF1 gene knockout mice, the liver tissue injury was not obvious. There were no significant differences in the levels of serum ALT [668 (514, 2 344) U/L vs. 254 (147, 285) U/L, q=2.52, P=0.348] and AST [1 936 (1 262, 2 003) U/L vs. 628 (423, 759) U/L, q=1.22, P=0.824] between the HIRI IRF1 -/- group and the sham operation IRF1 -/- group. Compared with the HIRI group, the ratio of M1/M2-type Kupffer cells in the liver of the HIRI IRF1 -/- group decreased [(0.958±0.090) vs. (2.788±0.258), q=2.06, P<0.0001], and the mRNA expression of TNFα decreased [(4.363±0.393) vs. (12.900±5.504), q=5.59, P=0.018], and the differences between the two groups were statistically significant. In the co-culture and hypoxia-reoxygenation experiment using ANA1 cells overexpressing IRF1 and AML12 cells, the proportion of AML12 hepatocytes in late apoptosis was higher than that in the control group [(14.05±4.25) vs. (3.15±1.16), t=2.85, P=0.047], and the difference was statistically significant. In contrast, when the expression of IRF1 was knocked down, the proportion of apoptotic AML12 cells decreased [(9.26±3.04) vs. (13.36±4.64), t=2.15, P=0.098], but the difference was not statistically significant. Conclusion:The IRF1 protein can regulate the polarization of Kupffer cells into M1-type macrophages, promote the inflammatory injury of the liver tissue after ischemia-reperfusion, and increase the apoptosis of hepatocytes.
3.Correlation of serum hs-CRP and systemic immunoinflammatory index with coronary artery stenosis in elderly diabetic patients
Sujie DAI ; Meng GAO ; Rui MI ; Jingbo HAO ; Rongli YANG
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2024;26(9):993-996
Objective To investigate the correlation of hs-CRP and systemic immunoinflammatory index(SII)with the severity of coronary artery stenosis in elderly T2DM patients.Methods A retrospective trial was conducted on 158 elderly T2DM patients admitted to the Affiliated Hospi-tal of Xuzhou Medical University from August 2021 to August 2023.According to the results of coronary angiography,they were divided into mild(Gensini score≤60,79 cases)and severe steno-sis groups(>60,79 cases).Spearman correlation analysis and logistic regression analysis were ap-plied to analyze the correlation and the risk factors for severe stenosis.Results Significantly high-er hs-CRP and SII were observed in the severe stenosis group than the mild stenosis group(P<0.01).Hs-CRP,SII,glycosylated hemoglobin,neutrophils,hsTNT,NLR,and PLR were positively correlated with Gensini score(r=0.424,P<0.01;r=0.367,P<0.01;r=0.207,P<0.01;r=0.259,P<0.01;r=0.187,P<0.05;r=0.317,P<0.01;r=0.256,P<0.01),and the course of T2DM was negatively correlated with Gensini score(r=-0.224,P<0.01).Multivariate logistic regression showed that hs-CRP and SII were independent risk factors for severity coronary artery stenosis in elderly T2DM patients(OR=3.191,95%CI:1.847-5.513,P=0.000;OR=1.006,95%CI:1.004-1.009,P=0.000).Conclusion Elderly T2DM patients have higher levels of hs-CRP and SII,which may be independent risk factors for the pathogenesis of coronary stenosis.
4.Effects of manual prompts in the first detection of lung function and fractional exhaled nitric oxide in patients with airway inflammation of unknown origin
Jingbo SUN ; Chunyan HAO ; Shaomin SHI ; Liping SUN
Chinese Journal of Modern Nursing 2024;30(15):2021-2026
Objective:To explore the effect of manual prompts in the first detection of lung function and fractional exhaled nitric oxide (FeNO) in patients with airway inflammation of unknown origin.Methods:From May 2018 to December 2020, convenience sampling was used to select 810 patients with airway inflammation of unknown origin in the Department of Respiratory of the China-Japan Union Hospital of Jilin University as the subject. Subjects were divided into a observation group ( n=406) and a control group ( n=404) . This study compared the quality control parameters of lung function detection [forced expiratory time (PET) , backward extrapolated volume (VBE) , time from forced expiratory to peak flow rate (FET-PET) , percentage of backward extrapolated volume to forced vital capacity (VBE/FVC%) ] , reproducibility parameters [variation between optimal and suboptimal forced vital capacity (ΔFVC) , variation between optimal and suboptimal first second forced expiratory volume (ΔFEV 1) ] , and detection efficiency indicators (detection time for lung function and FeNO, one-time success rate of FeNO detection) between two groups. Results:The VBE/FVC%, ΔFVC, and ΔFEV 1 in the observation group were lower than those in the control group, and the differences were statistically significant ( P<0.05) . The lung function and FeNO detection time of the observation group were shorter than those of the control group, and the one-time success rate of FeNO detection was higher than that of the control group, with statistical differences ( P<0.05) . Conclusions:In lung function and FeNO detection for the first time among patients with airway inflammation of unknown origin, manual prompts can improve the quality control and reproducibility of the detection, shorten the detection time, and increase the one-time success rate of FeNO detection.
5.Efficacy and safety of mitoxantrone hydrochloride liposome injection in treatment of peripheral T-cell lymphomas: a multicenter, non-interventional, ambispective cohort, real-world study (MOMENT)
Huiqiang HUANG ; Zhiming LI ; Lihong LIU ; Liang HUANG ; Jie JIN ; Hongyan TONG ; Hui ZHOU ; Zengjun LI ; Zhenqian HUANG ; Wenbin QIAN ; Kaiyang DING ; Quande LIN ; Ming HOU ; Yunhong HUANG ; Jingbo WANG ; Pengcheng HE ; Xiuhua SUN ; Xiaobo WANG ; Zunmin ZHU ; Yao LIU ; Jinhai REN ; Huijing WU ; Liling ZHANG ; Hao ZHANG ; Liangquan GENG ; Jian GE ; Ou BAI ; Liping SU ; Guangxun GAO ; Xin LI ; Yanli YANG ; Yijian CHEN ; Aichun LIU ; Xin WANG ; Yi WANG ; Liqun ZOU ; Xiaobing HUANG ; Dongping HUANG ; Shujuan WEN ; Donglu ZHAO ; Jun MA
Journal of Leukemia & Lymphoma 2023;32(8):457-464
Objective:To evaluate the efficacy and safety of mitoxantrone hydrochloride liposome injection in the treatment of peripheral T-cell lymphoma (PTCL) in a real-world setting.Methods:This was a real-world ambispective cohort study (MOMENT study) (Chinese clinical trial registry number: ChiCTR2200062067). Clinical data were collected from 198 patients who received mitoxantrone hydrochloride liposome injection as monotherapy or combination therapy at 37 hospitals from January 2022 to January 2023, including 166 patients in the retrospective cohort and 32 patients in the prospective cohort; 10 patients in the treatment-na?ve group and 188 patients in the relapsed/refractory group. Clinical characteristics, efficacy and adverse events were summarized, and the overall survival (OS) and progression-free survival (PFS) were analyzed.Results:All 198 patients were treated with mitoxantrone hydrochloride liposome injection for a median of 3 cycles (range 1-7 cycles); 28 cases were treated with mitoxantrone hydrochloride liposome injection as monotherapy, and 170 cases were treated with the combination regimen. Among 188 relapsed/refractory patients, 45 cases (23.9%) were in complete remission (CR), 82 cases (43.6%) were in partial remission (PR), and 28 cases (14.9%) were in disease stabilization (SD), and 33 cases (17.6%) were in disease progression (PD), with an objective remission rate (ORR) of 67.6% (127/188). Among 10 treatment-na?ve patients, 4 cases (40.0%) were in CR, 5 cases (50.0%) were in PR, and 1 case (10.0%) was in PD, with an ORR of 90.0% (9/10). The median follow-up time was 2.9 months (95% CI 2.4-3.7 months), and the median PFS and OS of patients in relapsed/refractory and treatment-na?ve groups were not reached. In relapsed/refractory patients, the difference in ORR between patients with different number of treatment lines of mitoxantrone hydrochloride liposome injection [ORR of the second-line, the third-line and ≥the forth-line treatment was 74.4% (67/90), 73.9% (34/46) and 50.0% (26/52)] was statistically significant ( P = 0.008). Of the 198 PTCL patients, 182 cases (91.9%) experienced at least 1 time of treatment-related adverse events, and the incidence rate of ≥grade 3 adverse events was 66.7% (132/198), which was mainly characterized by hematologic adverse events. The ≥ grade 3 hematologic adverse events mainly included decreased lymphocyte count, decreased neutrophil count, decreased white blood cell count, and anemia; non-hematologic adverse events were mostly grade 1-2, mainly including pigmentation disorders and upper respiratory tract infection. Conclusions:The use of mitoxantrone hydrochloride liposome injection-containing regimen in the treatment of PTCL has definite efficacy and is well tolerated, and it is a new therapeutic option for PTCL patients.
6.Clinical features and prognosis of CD7 + relapsed or refractory acute myeloid leukemia patients after allogeneic hematopoietic stem cell transplantation
Qi HAO ; Wei WEI ; Jiangying GU ; Xinyue LIU ; Shize WANG ; Zhenhui QIN ; Xinhong FEI ; Jingbo WANG
Chinese Journal of Laboratory Medicine 2023;46(12):1298-1304
Objective:To investigate the clinical and molecular features of patients with CD7 +relapsed or refractory acute myeloid leukemia(r/rAML)and the prognosis of allogeneic hematopoietic stem cell transplantation (allo-HSCT). Methods:172 r/rAML patients who underwent allo-HSCT in department of hematology, Aerospace Center Hospital between January 1st 2017 and December 31st 2020 were retrospectively analyzed The patients were were divided into CD7 + group( n=75) and CD7 - group( n=97) according to the expression CD7 in the initial immunophenotype. Mann-Whitney U and Chi-square test were used to compare the clinical data, molecular and cytogenetic characteristics of the two groups of patients. Kaplan-Meier method was used to analyze the median progression-free survival (PFS) and median overall survival (OS) of the two groups of patients, and Cox regression screenthe prognostic factors of the patients. Results:The median follow-up time was 19 months. The recurrence rates were 23.71% and 50.67%, respectively in CD7 - and CD7 + group (χ 2=13.428 P<0.001). In relapsed patients, 86.96 percentage of CD7 - group did not express CD7 while 86.84 percentage of CD7 + group expressed CD7. The median PFS was 25 and 5 months in CD7 - and CD7 + group (χ 2=8.695, P=0.003), and the medianOS was 34 and 15 months in CD7 - and CD7 + group (χ 2=2.579, P=0.108). Univariate analysis showed that the CD7 +group, had the lower rates of morphological remission (χ 2=10.014, P=0.002), molecular remission (χ 2=22.809, P<0.001), and more male patients (χ 2=5.281, P=0.022). The incidence of CEBPA double-site mutation was higher (23.4% vs 8.2%, χ 2=8.180, P=0.004) and the rearrangement of RUNX1::RUNX1T1 was lower(4.0% vs18.6%, χ 2=8.362, P=0.004)in CD7 +group than in CD7 -group. Multivariate analysis showed that pre-transplant tumor load was the only prognostic factor for PFS (HR, 1.600; 95% CI, 1.203 to 2.127; P=0.001) and OS (HR, 1.737; 95% CI, 1.273 to 2.369; P<0.001) in r/r AML patients. Conclusion:CD7 expression is a risk factor for poor prognosis in r/r AML patients, and CD7 expression is stable after relapse. Positive CD7 can be used as a target for immune targeted therapy.
7.Occlusal deviations in adolescents with idiopathic and congenital scoliosis
Hao ZHANG ; Jingbo MA ; Zhicheng ZHANG ; Yafei FENG ; Chuan CAI ; Chao WANG
The Korean Journal of Orthodontics 2022;52(3):165-171
Objective:
This cross-sectional study aimed to investigate the characteristics of malocclusions in scoliotic patients through clinical examinations.
Methods:
Fifty-eight patients with idiopathic scoliosis (IS) and 48 patients with congenital scoliosis (CS) participated in the study. A randomly selected group of 152 orthopedically healthy children served as the control group. Standardized orthodontic and orthopedic examination protocols were used to record the occlusal patterns and type of scoliosis. Assessments were made by three experienced orthodontists and a spinal surgery team. The differences in the frequency distribution of occlusal patterns were evaluated by the chi-squared test.
Results:
In comparison with patients showing IS, patients with CS showed a higher incidence of Cobb angle ≥ 45° (p = 0.020) and included a higher proportion of patients receiving surgical treatments (p < 0.001). The distribution of the Angle Class II subgroup was significantly higher in the IS (p < 0.001) and CS (p = 0.031) groups than in the control group. In comparison with the healthy controls, the CS and IS groups showed significantly higher (p < 0.05) frequencies of asymmetric molar and asymmetric canine relationships, upper and lower middle line deviations, anterior deep overbite, unilateral posterior crossbite, and canted occlusal plane, with the frequencies being especially higher in CS patients and to a lesser extent in IS patients.
Conclusions
Patients with scoliosis showed a high frequency of malocclusions, which were most obvious in patients with CS.
8.CTGNet: Automatic Analysis of Fetal Heart Rate from Cardiotocograph Using Artificial Intelligence
Mei ZHONG ; Hao YI ; Fan LAI ; Mujun LIU ; Rongdan ZENG ; Xue KANG ; Yahui XIAO ; Jingbo RONG ; Huijin WANG ; Jieyun BAI ; Yaosheng LU
Maternal-Fetal Medicine 2022;04(2):103-112
Objective::This study investigates the efficacy of analyzing fetal heart rate (FHR) signals based on Artificial Intelligence to obtain a baseline calculation and identify accelerations/decelerations in the FHR through electronic fetal monitoring during labor.Methods::A total of 43,888 cardiotocograph(CTG) records of female patients in labor from January 2012 to December 2020 were collected from the NanFang Hospital of Southern Medical University. After filtering the data, 2341 FHR records were used for the study. The ObVue fetal monitoring system, manufactured by Lian-Med Technology Co. Ltd., was used to monitor the FHR signals for these pregnant women from the beginning of the first stage of labor to the end of delivery. Two obstetric experts together annotated the FHR signals in the system to determine the baseline as well as accelerations/decelerations of the FHR. Our cardiotocograph network (CTGNet) as well as traditional methods were then used to automatically analyze the baseline and acceleration/deceleration of the FHR signals. The results of calculations were compared with the annotations provided by the obstetric experts, and ten-fold cross-validation was applied to evaluate them. The root-mean-square difference (RMSD) between the baselines, acceleration F-measure (Acc.F-measure), deceleration F-measure (Dec.F-measure), coefficient of synthetic inconsistency (SI) and the morphological analysis discordance index (MADI) were used as evaluation metrics. The data were analyzed by using a paired t-test. Results::The proposed CTGNet was superior to the best traditional method, proposed by Mantel, in terms of the RMSD.BL (1.7935 ± 0.8099 vs. 2.0293 ± 0.9267, t=-3.55 , P=0.004), Acc.F-measure (86.8562 ± 10.9422 vs. 72.2367 ± 14.2096, t= 12.43, P <0.001), Dec.F-measure (72.1038 ± 33.2592 vs. 58.5040 ± 38.0276, t= 4.10, P <0.001), SI (34.8277±20.9595 vs. 54.8049 ± 25.0265, t=-9.39, P <0.001), and MADI (3.1741 ± 1.9901 vs. 3.7289 ± 2.7253, t= -2.74, P= 0.012). The proposed CTGNet thus had significant advantages over the best traditional method on all evaluation metrics. Conclusion::The proposed Artificial Intelligence-based method CTGNet delivers good performance in terms of the automatic analysis of FHR based on cardiotocograph data. It promises to be a key component of smart obstetrics systems of the future.
9.CTGNet: Automatic Analysis of Fetal Heart Rate from Cardiotocograph Using Artificial Intelligence
Mei ZHONG ; Hao YI ; Fan LAI ; Mujun LIU ; Rongdan ZENG ; Xue KANG ; Yahui XIAO ; Jingbo RONG ; Huijin WANG ; Jieyun BAI ; Yaosheng LU
Maternal-Fetal Medicine 2022;04(2):103-112
Objective::This study investigates the efficacy of analyzing fetal heart rate (FHR) signals based on Artificial Intelligence to obtain a baseline calculation and identify accelerations/decelerations in the FHR through electronic fetal monitoring during labor.Methods::A total of 43,888 cardiotocograph(CTG) records of female patients in labor from January 2012 to December 2020 were collected from the NanFang Hospital of Southern Medical University. After filtering the data, 2341 FHR records were used for the study. The ObVue fetal monitoring system, manufactured by Lian-Med Technology Co. Ltd., was used to monitor the FHR signals for these pregnant women from the beginning of the first stage of labor to the end of delivery. Two obstetric experts together annotated the FHR signals in the system to determine the baseline as well as accelerations/decelerations of the FHR. Our cardiotocograph network (CTGNet) as well as traditional methods were then used to automatically analyze the baseline and acceleration/deceleration of the FHR signals. The results of calculations were compared with the annotations provided by the obstetric experts, and ten-fold cross-validation was applied to evaluate them. The root-mean-square difference (RMSD) between the baselines, acceleration F-measure (Acc.F-measure), deceleration F-measure (Dec.F-measure), coefficient of synthetic inconsistency (SI) and the morphological analysis discordance index (MADI) were used as evaluation metrics. The data were analyzed by using a paired t-test. Results::The proposed CTGNet was superior to the best traditional method, proposed by Mantel, in terms of the RMSD.BL (1.7935 ± 0.8099 vs. 2.0293 ± 0.9267, t=-3.55 , P=0.004), Acc.F-measure (86.8562 ± 10.9422 vs. 72.2367 ± 14.2096, t= 12.43, P <0.001), Dec.F-measure (72.1038 ± 33.2592 vs. 58.5040 ± 38.0276, t= 4.10, P <0.001), SI (34.8277±20.9595 vs. 54.8049 ± 25.0265, t=-9.39, P <0.001), and MADI (3.1741 ± 1.9901 vs. 3.7289 ± 2.7253, t= -2.74, P= 0.012). The proposed CTGNet thus had significant advantages over the best traditional method on all evaluation metrics. Conclusion::The proposed Artificial Intelligence-based method CTGNet delivers good performance in terms of the automatic analysis of FHR based on cardiotocograph data. It promises to be a key component of smart obstetrics systems of the future.
10.Epidemiological characteristics of imported COVID-19 cases in Tianjin.
JingBo YU ; YuMing WANG ; Hao YU ; JingWei ZHANG ; PengHui ZHOU ; Ping ZHOU ; Peng XU ; LiHong FENG ; ChangChun HOU ; Qing GU
Chinese Journal of Epidemiology 2021;42(12):2082-2087
Adolescent
;
Adult
;
Aged
;
COVID-19
;
Child
;
Child, Preschool
;
China/epidemiology*
;
Female
;
Humans
;
Male
;
Middle Aged
;
Quarantine
;
SARS-CoV-2
;
Surveys and Questionnaires
;
United States
;
Young Adult

Result Analysis
Print
Save
E-mail