1.A Study of Flow Sorting Lymphocyte Subsets to Detect Epstein-Barr Virus Reactivation in Patients with Hematological Malignancies.
Hui-Ying LI ; Shen-Hao LIU ; Fang-Tong LIU ; Kai-Wen TAN ; Zi-Hao WANG ; Han-Yu CAO ; Si-Man HUANG ; Chao-Ling WAN ; Hai-Ping DAI ; Sheng-Li XUE ; Lian BAI
Journal of Experimental Hematology 2025;33(5):1468-1475
OBJECTIVE:
To analyze the Epstein-Barr virus (EBV) load in different lymphocyte subsets, as well as clinical characteristics and outcomes in patients with hematologic malignancies experiencing EBV reactivation.
METHODS:
Peripheral blood samples from patients were collected. B, T, and NK cells were isolated sorting with magnetic beads by flow cytometry. The EBV load in each subset was quantitated by real-time quantitative polymerase chain reaction (RT-qPCR). Clinical data were colleted from electronic medical records. Survival status was followed up through outpatient visits and telephone calls. Statistical analyses were performed using SPSS 25.0.
RESULTS:
A total of 39 patients with hematologic malignancies were included, among whom 35 patients had undergone allogeneic hematopoietic stem cell transplantation (allo-HSCT). The median time to EBV reactivation was 4.8 months (range: 1.7-57.1 months) after allo-HSCT. EBV was detected in B, T, and NK cells in 20 patients, in B and T cells in 11 patients, and only in B cells in 4 patients. In the 35 patients, the median EBV load in B cells was 2.19×104 copies/ml, significantly higher than that in T cells (4.00×103 copies/ml, P <0.01) and NK cells (2.85×102 copies/ml, P <0.01). Rituximab (RTX) was administered for 32 patients, resulting in EBV negativity in 32 patients with a median time of 8 days (range: 2-39 days). Post-treatment analysis of 13 patients showed EBV were all negative in B, T, and NK cells. In the four non-transplant patients, the median time to EBV reactivation was 35 days (range: 1-328 days) after diagnosis of the primary disease. EBV was detected in one or two subsets of B, T, or NK cells, but not simultaneously in all three subsets. These patients received a combination chemotherapy targeting at the primary disease, with 3 patients achieving EBV negativity, and the median time to be negative was 40 days (range: 13-75 days).
CONCLUSION
In hematologic malignancy patients after allo-HSCT, EBV reactivation commonly involves B, T, and NK cells, with a significantly higher viral load in B cells compared to T and NK cells. Rituximab is effective for EBV clearance. In non-transplant patients, EBV reactivation is restricted to one or two lymphocyte subsets, and clearance is slower, highlighting the need for prompt anti-tumor therapy.
Humans
;
Hematologic Neoplasms/virology*
;
Herpesvirus 4, Human/physiology*
;
Epstein-Barr Virus Infections
;
Hematopoietic Stem Cell Transplantation
;
Virus Activation
;
Lymphocyte Subsets/virology*
;
Flow Cytometry
;
Killer Cells, Natural/virology*
;
Male
;
Female
;
B-Lymphocytes/virology*
;
Viral Load
;
Adult
;
T-Lymphocytes/virology*
;
Middle Aged
2.Quantitative analysis of chest CT in coronavirus infected patients and its correlation with clinical features.
Yan WANG ; Jiao LI ; Yan QU ; Sumei WANG
Chinese Critical Care Medicine 2024;36(12):1238-1243
OBJECTIVE:
To explore the quantitative analysis results of different patterns of chest computed tomography (CT) in patients with coronavirus infection and its relationship with viral load and pathophysiological status.
METHODS:
A retrospective clinical cohort study was conducted. Patients with coronavirus infection admitted to Qingdao Municipal Hospital from June 9 to 15, 2023 (all patients underwent chest CT examination within 24 hours after diagnosis) were enrolled. The patients were divided into coronavirus infection non-pneumonia group and coronavirus infection associated pneumonia group according to CT findings. Relevant baseline data, such as demographic characteristics, chest CT characteristics, and laboratory indicators within 12 hours before and after CT examination were collected from each group. Spearman correlation test was used to quantitatively analyze the correlation between CT features and laboratory indicators. The receiver operator characteristic curve (ROC curve) was drawn to evaluate the predictive value of each laboratory index for pneumonia in patients infected with coronavirus. Multiple linear regression analysis was used to explore the relationship between different CT patterns such as ground-glass opacity (GGO) and consolidation and ventilatory oxygenation status.
RESULTS:
A total of 171 patients were enrolled, including 44 patients in the coronavirus infection non-pneumonia group and 127 patients in the coronavirus infection associated pneumonia group (the incidence of pneumonia was 74.3%). Compared with patients with coronavirus infection alone, patients with coronavirus infection associated pneumonia had significantly lower lymphocyte count (LYM), oxygenation index (PaO2/FiO2), total lung capacity, GGO volume and GGO ratio, and significantly higher C-reactive protein (CRP), neutrophil/lymphocyte ratio (NLR), D-dimer, fraction of inspired oxygen (FiO2) level, real volume variation and consolidation ratio, the differences were all statistically significant. There were no statistically significant differences in the nucleocapin protein (N) gene cycle threshold (Ct) value and open reading frame (ORF) gene Ct value between the two groups. ROC curve analysis showed that, after adjusting for age, gender, CRP level and other related factors, compared with N gene Ct value, ORF gene Ct value, N gene Ct value+LYM, ORF gene Ct value+LYM, the LYM had the most potential diagnosis power for coronavirus infection associated pneumonia. The area under the ROC curve (AUC) of LYM for predicting coronavirus infection was 0.703. When the cut-off value of LYM was 0.7×109/L, the sensitivity was 55.5%, and the specificity was 79.5%, respectively. Multiple linear regression analysis showed that, when adjusted for consolidation ratio, age, gender, Hb and D-dimer levels, the GGO ratio in patients with coronavirus infection associated pneumonia was correlated with PaO2/FiO2 (β = -2.18, P < 0.001). When adjusted for GGO ratio, age, sex, Hb and D-dimer levels, the proportion of consolidation in patients with coronavirus infection associated pneumonia was correlated with PaCO2 (β = 0.36, P = 0.004). When adjusted for GGO ratio, the proportion of consolidation in patients with coronavirus infection associated pneumonia was also associated with NLR (β = 0.79, P = 0.006).
CONCLUSIONS
LYM could be a potential marker for predicting coronavirus associated pneumonia, and the correlation seems to be independent of viral load. In addition, in the analysis of imaging features, GGO is associated with hypoxia, while consolidation is associated with PaCO2 level and inflammation. The increased proportion of consolidation in the whole lung may be detrimental to lung ventilation.
Humans
;
Tomography, X-Ray Computed/methods*
;
Retrospective Studies
;
COVID-19/diagnostic imaging*
;
Viral Load
;
Coronavirus Infections/diagnostic imaging*
;
ROC Curve
;
Male
;
Lung/diagnostic imaging*
;
Female
;
Middle Aged
;
C-Reactive Protein/analysis*
3.Characterization of host factors ARF4 and ARF5 upon Zika virus infection in vivo by construction of gene knockout mice.
Kao DENG ; Mingyuan LI ; Huiying ZHANG ; Yongqiang DENG ; Yuan QIN ; Chengfeng QIN
Chinese Journal of Biotechnology 2024;40(12):4605-4615
The effects of host factors ADP-ribosylation factor 4 (ARF4) and ADP-ribosylation factor 5 (ARF5) upon Zika virus (ZIKV) infection in vivo were characterized by construction of gene knockout mice via CRISPR-Cas9. Firstly, ARF5 and ARF4 genes were modified by the CRISPR-Cas9 system and then microinjected into the fertilized eggs of C57BL/6JGpt mice. Fertilized eggs were transplanted to obtain ARF4 or ARF5 knockout (ARF4KO or ARF5KO) mice, and ARF4/5 double knockout mice were achieved by the mating between ARF4KO and ARF5KO mice (ARF4KO/ARF5KO). Then, the mouse genotypes were identified by PCR to identify the positive knockout mice, and RT-qPCR was employed to examine the knockout efficiency. The mice were then infected with ZIKV and the blood and tissue samples were collected after 2, 4, and 6 days. RT-qPCR was then employed to determine the virus load, and hematoxylin-eosin staining was employed to observe the pathological changes in the tissue. The results showed that expected PCR bands were detected from ARF4KO-/+, ARF5KO-/-, and ARF4KO-/+/ARF5KO-/- mice, respectively. The results of mRNA transcription measurement indicated the significant knockdown of ARF4 by 37.8%-50.0% but not ARF5 in ARF4KO-/+ compared with the wild-type mice. Meanwhile, complete knockout of ARF5 and no changes in ARF4 were observed in ARF5KO-/- mice. Additionally, completed knockout of ARF5 and down-regulated mRNA level of ARF4 in the lung, kidney, and testis were detected in ARF4KO-/+/ARF5KO-/-mice in comparison with the wild-type mice. The virus load in the serum decreased in ARF4KO-/+ mice, while it showed no significant change in ARF5KO-/- or ARF4KO-/+/ARF5KO-/- mice compared with that in the wild type. Meanwhile, ARF4KO-/+ mice showcased no significant difference in virus load in various tissues but attenuated pathological changes in the brain and testis compared with the wild-type mice. We successfully constructed ARF4KO and ARF5KO mice by CRISPR-Cas9 in this study. ARF4 rather than ARF5 is essential for ZIKV infection in vivo. This study provided animal models for studying the roles of ARF4 and ARF5 in ZIKV infection and developing antivirals.
Animals
;
ADP-Ribosylation Factors/metabolism*
;
Zika Virus Infection/genetics*
;
Mice
;
Mice, Knockout
;
Zika Virus/genetics*
;
Mice, Inbred C57BL
;
CRISPR-Cas Systems
;
Viral Load
;
Male
;
Female
4.Viral load kinetics of the severe acute respiratory syndrome coronavirus 2 Omicron variant in children aged 0 to 3 years and their parents.
Jianguo ZHOU ; Yanming LU ; Libo WANG ; Hui YU ; Ting ZHANG ; Yiwei CHEN ; Wenhao ZHOU
Chinese Medical Journal 2023;136(21):2632-2634
Humans
;
Child
;
SARS-CoV-2
;
Viral Load
;
COVID-19
;
Parents
6.Longitudinal analysis of immune reconstitution and metabolic changes in women living with HIV: A real-world observational study.
Xiaolei WANG ; Jiang XIAO ; Leidan ZHANG ; Ying LIU ; Na CHEN ; Meiju DENG ; Chuan SONG ; Tingting LIU ; Yuanyuan ZHANG ; Hongxin ZHAO
Chinese Medical Journal 2023;136(18):2168-2177
BACKGROUND:
Women comprise more than half of people living with human immunodeficiency virus/acquired immune deficiency syndrome (HIV/AIDS) worldwide and incomplete immune recovery and metabolic abnormalities affect them deeply. Studies of HIV antiretroviral therapy (ART) have a low female representation in China. We aimed to investigate immune reconstitution and metabolic changes of female HIV-positive cohort in China longitudinally.
METHODS:
HIV-positive women who initiated ART from January 2005 to June 2021 and were followed up regularly at least once a year were included in this study. Immunological indicators (cluster of differentiation 4 [CD4] counts and CD8 counts), viral load (VL), and metabolic indicators were collected at follow-up. All data were collected from the China Disease Prevention and Control Information System (CDPCIS). VL was tested half a year, 1 year after receiving ART, and every other year subsequently according to local policy. CD4/CD8 ratio normalization was considered as the primary outcome and defined as a value ≥1. Incidence rate and probability of CD4/CD8 ratio normalization were estimated through per 100 person-years follow-up (PYFU) and Kaplan-Meier curve, respectively. Multivariate Cox regression was used to identify independent risk factors associated with CD4/CD8 ratio normalization. We further studied the rate of dyslipidemia, hyperuricemia, diabetes, liver injury, and renal injury after ART initiation with the chi-squared tests or Fisher's exact probability tests, and a generalized estimating equation model was used to analyze factors of dyslipidemia and hyperuricemia.
RESULTS:
A total of 494 female patients with HIV/AIDS started ART within 16 years from January 2005 to June 2021, out of which 301 women were enrolled with a median duration of ART for 4.1 years (interquartile range, 2.3-7.0 years). The overall incidence rate of CD4/CD8 ratio normalization was 8.9 (95% confidence interval [CI], 7.4-10.6) per 100 PYFU, and probabilities of CD4/CD8 normalization after initiating ART at 1 year, 2 years, 5 years, and 10 years follow-up were 11.7%, 23.2%, 44.0%, and 59.0%, respectively. Independent risk factors associated with CD4/CD8 normalization were baseline CD4 cell counts <200 cells/μL, CD8 counts >1000 cells/μL, and more than 6 months from the start of combined ART (cART) to first virological suppression. Longitudinally, the rate of hypercholesterolemia (total cholesterol [TC]) and high triglyceride (TG) showed an increasing trend, while the rate of low high-density lipoprotein cholesterol (HDL) showed a decreasing trend. The rate of hyperuricemia presented a downtrend at follow-up. Although liver and renal injury and diabetes persisted during ART, the rate was not statistically significant. Older age and protease inhibitors were independent risk factors for increase of TC and TG, and ART duration was an independent factor for elevation of TC and recovery of HDL-C.
CONCLUSIONS
This study showed that women were more likely to normalize CD4/CD8 ratio in comparison with findings reported in the literature even though immune reconstruction was incomplete.
Humans
;
Female
;
CD4-CD8 Ratio
;
HIV
;
Immune Reconstitution
;
Hyperuricemia/drug therapy*
;
HIV Infections/drug therapy*
;
Acquired Immunodeficiency Syndrome/drug therapy*
;
Anti-Retroviral Agents/therapeutic use*
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Cholesterol
;
Viral Load
;
CD4 Lymphocyte Count
;
Anti-HIV Agents/therapeutic use*
7.Dynamic monitoring of plasma Epstein-Barr Virus DNA load can predict the occurrence of lymphoproliferative disorders after haploidentical hematopoietic stem cell transplantation.
Jing CHEN ; Yu Qian SUN ; Lan Ping XU ; Xiao Hui ZHANG ; Kai Yan LIU ; Xiao Dong MO ; Yi Fei CHENG ; Xiao Jun HUANG ; Yu WANG
Chinese Journal of Hematology 2023;44(4):284-288
Objective: To determine the optimal cutoff value of Epstein-Barr virus (EBV) DNA load that can assist in the diagnosis of post-transplant lymphoproliferative disease (PTLD) after haploidentical hematopoietic stem cell transplantation (haplo-HSCT) . Methods: The data of patients with EBV infection after haplo-HSCT from January to December 2016 were retrospectively analyzed. Through constructing the receiver operating characteristic (ROC) curve and calculating the Youden index to determine the cutoff value of EBV-DNA load and its duration of diagnostic significance for PTLD. Results: A total of 94 patients were included, of whom 20 (21.3% ) developed PTLD, with a median onset time of 56 (40-309) d after transplantation. The median EBV value at the time of diagnosis of PTLD was 70,400 (1,710-1,370,000) copies/ml, and the median duration of EBV viremia was 23.5 (4-490) d. Binary logistic regression was used to analyze the peak EBV-DNA load (the EBV-DNA load at the time of diagnosis in the PTLD group) and duration of EBV viremia between the PTLD and non-PTLD groups. The results showed that the difference between the two groups was statistically significant (P=0.018 and P=0.001) . The ROC curve was constructed to calculate the Youden index, and it was concluded that the EBV-DNA load ≥ 41 850 copies/ml after allogeneic hematopoietic stem cell transplantation had diagnostic significance for PTLD (AUC=0.847) , and the sensitivity and specificity were 0.611 and 0.932, respectively. The duration of EBV viremia of ≥20.5 d had diagnostic significance for PTLD (AUC=0.833) , with a sensitivity and specificity of 0.778 and 0.795, respectively. Conclusion: Dynamic monitoring of EBV load in high-risk patients with PTLD after haplo-HSCT and attention to its duration have important clinical significance, which can help clinically predict the occurrence of PTLD in advance and take early intervention measures.
Humans
;
Epstein-Barr Virus Infections/diagnosis*
;
Herpesvirus 4, Human/genetics*
;
Retrospective Studies
;
Viremia
;
Hematopoietic Stem Cell Transplantation/adverse effects*
;
Lymphoproliferative Disorders/etiology*
;
DNA, Viral
;
Viral Load
8.Correlation between serum IgM antibody and viral load with clinical symptoms in neonates infected with cytomegalovirus.
Pei Hao WU ; Yu ZHOU ; Kai Qi WU ; Bin Bin YIN ; Bo ZHU
Chinese Journal of Preventive Medicine 2022;56(11):1642-1647
To investigate the correlation between serum cytomegalovirus (CMV) IgM antibody/viral load and infection-related clinical symptoms in neonates infected with CMV, and provide basis for clinical assessment and monitoring of neonatal CMV infection. A total of 70 neonates with CMV infection admitted to neonatology in Women's Hospital, School of Medicine Zhejiang University, from January 2014 to December 2020 were included in this study. Using real-time quantitative PCR as the diagnostic criteria, congenital cytomegalovirus-infected neonates (n=29) was diagnosed within the first 3 weeks of life, otherwise, it was postnatally acquired cytomegalovirus infection (n=41). The differences in general information and clinical indicators between IgM antibody positive and negative patients were analyzed, combined with the PCR result, the correlation between the IgM/viral load and the occurrence of symptoms were analyzed. T-test and non-parametric test were used to compare the differences of indicators between groups, logistic regression was used for multivariate analysis, and ROC curve was used to evaluate the auxiliary diagnostic value of relevant indicators. In the congenital CMV infection group and the postnatally acquired CMV infection group, viral load and the proportion of symptomatic patients in IgM positive group were significantly higher than IgM negative group (Z=-2.616, P=0.008; 80% vs. 21%, P=0.005) (Z=-2.405, P=0.016; 56% vs. 19%, P=0.025). Logistic regression analysis of the included population showed the risk factors of CMV infection-related symptoms were IgM positive (OR 4.562, 95%CI:1.461-14.246,P=0.009) and viral load (OR 1.728, 95%CI:1.068-2.798,P=0.026). Regressive analysis for single symptom with correction showed IgM antibody positive was associated with hearing dysfunction(OR 3.954, 95%CI:1.066-14.677,P=0.040),the CMV viral load was associated with thrombocytopenia (OR 2.228, 95%CI:1.124-4.413,P=0.022), and brain imaging abnormalities (OR 3.956, 95%CI:1.421-11.011, P=0.008). Receiver operating characteristic (ROC) analysis showed the area under ROC curve of CMV viral load for brain imaging abnormalities was 0.883 (P<0.001), with a sensitivity of 75.0% and specificity of 90.3%. For neonates infected with CMV, the risk of infection-related clinical symptoms and hearing dysfunction may be increased when IgM antibody was positive. Meanwhile, the higher the CMV viral load at diagnosis, the higher the risk of thrombocytopenia and abnormal brain imaging.
Infant, Newborn
;
Humans
;
Female
;
Cytomegalovirus/genetics*
;
Immunoglobulin M
;
Viral Load
;
Cytomegalovirus Infections/diagnosis*
;
Antibodies, Viral
;
Real-Time Polymerase Chain Reaction
;
Thrombocytopenia/complications*
;
DNA, Viral
9.Effects of pretreatment HIV drug resistance on the virological response of HIV-infected patients after 3-year antiretroviral therapy.
Hong Li CHEN ; Ye Sheng ZHOU ; Jinig Jing HAO ; Jia Xin ZHANG ; Jing HU ; Chang SONG ; Miao Miao LI ; Dan LI ; Yi FENG ; Ling Jie LIAO ; Yu Hua RUAN ; Hui XING ; Yi Ming SHAO
Chinese Journal of Epidemiology 2022;43(11):1778-1783
Objective: To investigate the impact of pretreatment drug resistance (PDR) on virological effect among HIV-infected patients having received antiretroviral therapy (ART) after three years. Methods: The baseline survey of PDR among HIV-infected patients was conducted in 2018, with a three-year follow up study. The clinic data and virological laboratory test variables were statistically analyzed. Results: Of the 2 433 participants, 41.6% (1 012/2 433) were aged between 18 and 34, 82.8% (2 015/2 433) were males, 46.9% (1 142/2 433) had education of high school or above, 22.4% (544/2 433) were farmers, 33.8% (823/2 433) were unmarried, 48.1% (1 169/2 433) were infected heterosexually and 41.3% (1 004/2 433) were with CRF07_BC. The prevalence of PDR was 4.5% (109/2 433). The prevalence of virological suppression failure (viral load ≥50 copies/ml) and drug resistance at three years follow up after ART was 8.1%(196/2 433) and 2.5%(60/2 433) respectively. The prevalence of virological suppression failure and drug resistance at three years follow up after ART were 18.3% (20/109) and 7.6% (176/2 324), and 4.6% (5/109) and 2.4% (55/2 324) among participants with PDR and non-PDR, respectively. The results of multivariate logistic regression model showed that illiteracy (aOR=3.26, 95%CI: 1.82-5.86), primary and junior high school education (aOR=1.54, 95%CI: 1.09-2.18), CD4+T lymphocyte count <200/μl (aOR=2.77, 95%CI: 1.75-4.37) and CD4+T lymphocyte count 200-499/μl (aOR=1.55, 95%CI: 1.10-2.18) at a three year follow up visit after ART, missed drugs in the past month (aOR=4.24, 95%CI: 2.92-6.17), and PDR (aOR=2.84, 95%CI: 1.67-4.85) were statistically significant with virological suppression failure on treatment. Conclusions: The prevalence of PDR in China at a low level currently, and the virological suppression failure rate is low after three years of ART. It is necessary to strengthen drug resistance monitoring of HIV-infected patients and pay attention to the influence of PDR on treatment effect.
Male
;
Humans
;
Adolescent
;
Female
;
Follow-Up Studies
;
Viral Load
;
Treatment Failure
;
Drug Resistance
;
HIV Infections/drug therapy*
10.The Viral Load of Epstein-Barr Virus in Blood of Children after Hematopoietic Stem Cell Transplantation.
Wen Jun WANG ; Shun Qiao FENG ; Feng HE ; Hai Jun DU ; Miao FENG ; Rui Fang WANG ; Guo Yong MEI ; Mi LIU ; Rong LIU ; Hai Lan YAO ; Jun HAN
Biomedical and Environmental Sciences 2022;35(9):804-810
OBJECTIVE:
To detect the Epstein-Barr virus (EBV) viral load of children after hematopoietic stem cell transplantation (HSCT) using chip digital PCR (cdPCR).
METHODS:
The sensitivity of cdPCR was determined using EBV plasmids and the EBV B95-8 strain. The specificity of EBV cdPCR was evaluated using the EBV B95-8 strain and other herpesviruses (herpes simplex virus 1, herpes simplex virus 2, varicella zoster virus, human cytomegalovirus, human herpesvirus 6, and human herpesvirus 7). From May 2019 to September 2020, 64 serum samples of children following HSCT were collected. EBV infection and the viral load of serum samples were detected by cdPCR. The epidemiological characteristics of EBV infections were analyzed in HSCT patients.
RESULTS:
The limit of detection of EBV cdPCR was 110 copies/mL, and the limit of detection of EBV quantitative PCR was 327 copies/mL for the pUC57-BALF5 plasmid. The result of EBV cdPCR was up to 121 copies/mL in the EBV B95-8 strain, and both were more sensitive than that of quantitative PCR. Using cdPCR, the incidence of EBV infection was 18.75% in 64 children after HSCT. The minimum EBV viral load was 140 copies/mL, and the maximum viral load was 3,209 copies/mL using cdPCR. The average hospital stay of children with EBV infection (184 ± 91 days) was longer than that of children without EBV infection (125 ± 79 days), P = 0.026.
CONCLUSION
EBV cdPCR had good sensitivity and specificity. The incidence of EBV infection was 18.75% in 64 children after HSCT from May 2019 to September 2020. EBV cdPCR could therefore be a novel method to detect EBV viral load in children after HSCT.
Child
;
DNA, Viral/analysis*
;
Epstein-Barr Virus Infections/epidemiology*
;
Hematopoietic Stem Cell Transplantation/adverse effects*
;
Herpesvirus 4, Human/genetics*
;
Humans
;
Real-Time Polymerase Chain Reaction
;
Viral Load

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