1.Preparation of mouse monoclonal antibodies against the ectodomain of Western equine encephalitis virus E2 (E2ecto) protein.
Fuxing WU ; Yangchao DONG ; Jian ZHANG ; Pan XUE ; Ruodong YUAN ; Yang CHEN ; Hang YUAN ; Baoli LI ; Yingfeng LEI
Chinese Journal of Cellular and Molecular Immunology 2024;40(1):62-68
Objective To prepare mouse monoclonal antibodies against the ectodomain of E2 (E2ecto) glycoprotein of Western equine encephalitis virus (WEEV). Methods A prokaryotic expression plasmid pET-28a-WEEV E2ecto was constructed and transformed into BL21 (DE3) competent cells. E2ecto protein was expressed by IPTG induction and presented mainly as inclusion bodies. Then the purified E2ecto protein was prepared by denaturation, renaturation and ultrafiltration. BALB/c mice were immunized with the formulated E2ecto protein using QuickAntibody-Mouse5W as an adjuvant via intramuscular route, boosted once at an interval of 21 days. At 35 days post-immunization, mice with antibody titer above 1×104 were inoculated with E2ecto intraperitoneally, and spleen cells were fused with SP2/0 cells three days later. Hybridoma cells secreting specific monoclonal antibodies were screened by the limited dilution method, and ascites were prepared after intraperitoneal inoculation of hybridoma cells. The subtypes and titers of the antibodies in ascites were assayed by ELISA. The biological activity of the mAb was identified by immunofluorescence assay(IFA) on BHK-21 cells which were transfected with eukaryotic expression plasmid pCAGGS-WEEV-CE3E2E1. The specificity of the antibodies were evaluated with E2ecto proteins from EEEV and VEEV. Results Purified WEEV E2ecto protein was successfully expressed and obtained. Four monoclonal antibodies, 3G6G10, 3D7G2, 3B9E8 and 3D5B7, were prepared, and their subtypes were IgG2c(κ), IgM(κ), IgM(κ) and IgG1(κ), respectively. The titers of ascites antibodies 3G6G10, 3B9E8 and 3D7G2 were 105, and 3D5B7 reached 107. None of the four antibody strains cross-reacted with other encephalitis alphavirus such as VEEV and EEEV. Conclusion Four strains of mouse mAb specifically binding WEEV E2ecto are successfully prepared.
Horses
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Animals
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Mice
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Encephalitis Virus, Western Equine
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Ascites
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Immunosuppressive Agents
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Antibodies, Monoclonal
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Immunoglobulin M
2.Study of DNA Transfer from Hand Exfoliated Cells with Non-permeable Carriers
Li YUAN ; Kainan ZOU ; Shicheng HAO ; Haixiao DENG ; Jinpei ZHANG ; Libin WU ; Hang HE
Journal of Sun Yat-sen University(Medical Sciences) 2024;45(5):818-825
[Objective]To investigate primary and secondary transfer of exfoliated cells from human hands on non-porous substrates such as plastic steering wheel or computer mouse.[Methods]DNA detection sensitivity and detection limit for mixed DNA profiling were examined to understand our laboratory's ability to test for trace DNA.Forensic swabs were used to collect samples from volunteers'one-hour-long unwashed hands,substrates touched by volunteers'immediately or 30 min following shaking hands,and individual A's daily-use substrates touched by individual B and then by individual A again.Simulations were conducted to assess the potential for introduction of another person's exfoliated cells from hands into routine casework samples.[Results]Our laboratory can obtain a full DNA profile from as little as 0.020 ng of DNA and detect minor components in a 1:9 mixed DNA sample.85%of samples from unwashed hands yielded a full DNA profile.Primary transfer of a full DNA profile was found in 77%of substrates touched by volunteers'dominant hand 30 min after hand washing,allowing differentiation between good and poor shedders,with no significant difference in genders and substrate types.75%of substrates touched 30 min after hand washing and then immediately following handshaking yielded the other individual's DNA profile(secondary transfer),with the number of short tandem repeat(STR)loci detected ranging from 0 to 23;the percentage and number decreased substantially when the substrates were touched 30 minutes later.No foreign DNA was detected in routine casework samples with introduced exfoliated cells from hands.When two individuals took turns touching items with their hands,the major contributor to the DNA profile was not always the individual who made the last contact.[Conclusions]Primary and secondary DNA transfer can be detected on non-porous substrates,and based on the deposit of hand exfoliated cells,individuals can be categorized as good or poor shedders,which is an important factor affecting detection of DNA transfer.Besides considering the laboratory's DNA detection sensitivity,if DNA is detected on substrates by hand contact,we need to take into account the potential for secondary transfer at different levels of activity when interpreting the results.
3.Comparison of open reduction hollow nail anchoring system with loop plate fixation under arthroscopy for the treat-ment of posterior cruciate ligament avulsion fractures
Rong WU ; Zhan-Feng ZHANG ; Wei WENG ; Hong-Hang YANG ; Ji-Kang MIN ; Jian-Wei SUN ; Zhe-Yuan SHEN
China Journal of Orthopaedics and Traumatology 2024;37(6):583-590
Objective To compare clinical effect between open reduction and fixation with cannulated screw and threaded rivet via posteromedial approach versus arthroscopic Endobutton plate fixation in treating posterior cruciate ligament avulsion fractures.Methods Clinical data of 38 patients with posterior cruciate ligament avulsion fractures from July 2020 to December 2021 were analyzed retrospectively,and divided into open reduction and internal fixation group(posterior medial approach hollow anchor system fixation)and arthroscopic fixation group(Endobutton with loop plate fixation under arthroscopy).There were 20 patients in open reduction and internal fixation group,including 16 males and 4 females,aged from 26 to 74 years old with an average of(42.9±18.8)years old;13 patients on the left side and 7 patients on the right side;12 patients were classi-fied to type Ⅱ and 8 patiens with type Ⅲ according to Meyers-McKeever fractures classification;14 patients were grade Ⅱ and 6 patients were grade Ⅲ in back drawer test.There were 18 patients in arthroscopic fixation group,including 11 males and 7 fe-males;aged from 24 to 70 years old with an average of(53.5±13.4)years old;11 patients on the left side and 7 patients on the right side;10 patients were classified to type Ⅱ and 8 patiens with type Ⅲ according to Meyers-McKeever fractures classifica-tion;11 patients were grade Ⅱ and 7 patients were grade Ⅲ in back drawer test.Operation time,blood loss,and quality of im-mediate reduction were compared between two groups.Knee range of motion,knee back drawer test,and International Knee Documentation Committee(IKDC)grading,KT2000 stability evaluation and Lysholm function score of knee joint were com-pared at 6 months after operation.Results All patients were followed up for 8 to 16 months with an average of(12.3±1.9)months.There were no complications such as incision infection,fracture malunion or non-union,and internal fixation loosening occurred.The avulsion fractures of knee joint were reached to imaging healing standard at 6 months after operation.Operation time and blood loss in open reduction and internal fixation group were(56.4±7.1)min and(63.2±10.2)ml,while(89.9±7.4)min and(27.7±8.7)ml in arthroscopic fixation group,respectively,and had significant difference between two groups(P<0.05).There were no differences in immediate reduction quality(x2=0.257,P=0.612),knee joint range of motion at 6 months after opertaion(t=0.492,P=0.626),knee joint rear drawer test(x2=0.320,P=0.572),IKDC classification of knee joint(x2=0.127,P=0.938),KT2000stability evaluation(x2=0.070,P=0.791),and knee Lysholmfunction score(t=0.092,P=0.282)between two groups.Conclusion Posterior medial approach with hollow anchoring system fixation and arthroscopic Endobutton with loop plate fixa-tion for the treatment of posterior cruciate ligament tibial occlusion avulsion fracture could achieve satisfactory clinical results,and arthroscopic surgery has less bleeding,but also has a longer learning curve and longer operation time than traditional inci-sion surgery.The surgeon needs to make a choice according to clinical situation of patient and their own surgical inclination.
4.Clinical Efficacy of"Triple-posture Positive Bone-setting"Chiropractic Manipulation Combined with Tongluo Huoxue Formula for the Treatment of Lumbar Spinal Stenosis of Qi Deficiency and Blood Stasis Type
Long CHEN ; Zhou-Hang ZHENG ; Yu ZHANG ; Meng-Shu WANG ; Zhao-Yuan ZHANG ; Wei-Feng GUO ; Huan CHEN ; Xing-Ming LIU ; Dong-Chun YOU ; Rong-Hai WU
Journal of Guangzhou University of Traditional Chinese Medicine 2024;41(6):1450-1456
Objective To observe the clinical efficacy of"triple-posture positive bone-setting"chiropractic manipulation combined with Tongluo Huoxue Formula for the treatment of lumbar spinal stenosis(LSS)with qi deficiency and blood stasis syndrome.Methods Sixty patients with LSS of qi deficiency and blood stasis type were randomly divided into trial group and control group,with 30 cases in each group.The trial group was treated with"triple-posture positive bone-setting"chiropractic manipulation(a chiropractic manipulation performed under the positive cooperation of the patients at three postures)combined with Tongluo Huoxue Formula,while the control group was treated with"triple-posture positive bone-setting"chiropractic manipulation combined with conventional western medicine.The course of treatment for the two groups covered 4 weeks.Before and after treatment,the patients of the two groups were observed in the changes of pain visual analogue scale(VAS)score,Japanese Orthopedic Association(JOA)score of lumbar function,Oswestry Disability Index(ODI)score,straight-leg raising test results and serum interleukin 6(IL-6)and C-reactive protein(CRP)levels.After treatment,the clinical efficacy and safety of the two groups were evaluated.Results(1)After 4 weeks of treatment,the total effective rate of the trial group was 96.67%(29/30)and that of the control group was 63.33%(19/30).The intergroup comparison(tested by Fisher's exact test)showed that the clinical efficacy of the trial group was significantly superior to that of the control group(P<0.05).(2)After treatment,the lumbar function indicators of pain VAS scores and ODI scores in the trial group were significantly lower(P<0.05),and the JOA scores were significantly higher than those before treatment(P<0.05),while in the control group,only the ODI scores were significantly lower than those before treatment(P<0.05).The intergroup comparison showed that the decrease of VAS and ODI scores and the increase of JOA scores in the trial group were significantly superior to those in the control group(P<0.05 or P<0.01).(3)After treatment,the Laseque s sign of the trial group was significantly improved compared with that before treatment(P<0.05),while no significant improvement was presented in the control group(P>0.05).The intergroup comparison showed that the improvement of Laseque's sign in the trial group was significantly superior to that in the control group(P<0.01).(4)After treatment,the levels of serum inflammatory factors of IL-6 and CRP in the two groups were lower than those before treatment(P<0.05),and the decrease of serum IL-6 level in the trial group was significantly superior to that in the control group(P<0.05),but CRP level in the two groups after treatment did not differ from that before treatment,no statistically significant difference was shown between the two groups after treatment,either(P>0.05).(5)The incidence of adverse reactions in the trial group was 6.67%(2/30)and that in the control group was 13.33%(4/30),and the intergroup comparison(by Fisher's exact test)showed that there was no significant difference between the two groups(P>0.05).Conclusion The therapeutic effect of"triple-posture positive bone-setting"chiropractic manipulation combined with Tongluo Huoxue Formula exert certain effect for the treatment of LSS patients with qi deficiency and blood stasis syndrome,and it has more obvious advantages in improving the lumbar function,promoting the rehabilitation of the patients,and lowering the level of serum inflammatory factors than"triple-posture positive bone-setting"chiropractic manipulation combined with conventional western medication.
5.Protein-centric omics analysis reveals circulating complements linked to non-viral liver diseases as potential therapeutic targets
Yingzhou SHI ; Hang DONG ; Shiwei SUN ; Xiaoqin WU ; Jiansong FANG ; Jianbo ZHAO ; Junming HAN ; Zhongyue LI ; Huixiao WU ; Luna LIU ; Wanhong WU ; Yang TIAN ; Guandou YUAN ; Xiude FAN ; Chao XU
Clinical and Molecular Hepatology 2024;30(1):80-97
Background/Aims:
To evaluate the causal correlation between complement components and non-viral liver diseases and their potential use as druggable targets.
Methods:
We conducted Mendelian randomization (MR) to assess the causal role of circulating complements in the risk of non-viral liver diseases. A complement-centric protein interaction network was constructed to explore biological functions and identify potential therapeutic options.
Results:
In the MR analysis, genetically predicted levels of complement C1q C chain (C1QC) were positively associated with the risk of autoimmune hepatitis (odds ratio 1.125, 95% confidence interval 1.018–1.244), while complement factor H-related protein 5 (CFHR5) was positively associated with the risk of primary sclerosing cholangitis (PSC;1.193, 1.048– 1.357). On the other hand, CFHR1 (0.621, 0.497–0.776) and CFHR2 (0.824, 0.703–0.965) were inversely associated with the risk of alcohol-related cirrhosis. There were also significant inverse associations between C8 gamma chain (C8G) and PSC (0.832, 0.707–0.979), as well as the risk of metabolic dysfunction-associated steatotic liver disease (1.167, 1.036–1.314). Additionally, C1S (0.111, 0.018–0.672), C7 (1.631, 1.190–2.236), and CFHR2 (1.279, 1.059–1.546) were significantly associated with the risk of hepatocellular carcinoma. Proteins from the complement regulatory networks and various liver diseaserelated proteins share common biological processes. Furthermore, potential therapeutic drugs for various liver diseases were identified through drug repurposing based on the complement regulatory network.
Conclusions
Our study suggests that certain complement components, including C1S, C1QC, CFHR1, CFHR2, CFHR5, C7, and C8G, might play a role in non-viral liver diseases and could be potential targets for drug development.
6. The hippocampal proteomics mechanism of thalidomide in Alzheimer's disease model mice induced by Aβ
Su-Hui WU ; Han ZHANG ; Yu-Hang ZHANG ; Ting-Yuan NIU ; Han-Bing LI ; Jian-Feng GAO ; Gen-Lin LI
Chinese Pharmacological Bulletin 2023;39(2):315-325
Aim To observe the effect of thalidomide on the learning and memory ability and hippocampal tissue proteome of Alzheimer's disease(AD)mice,to screen the differential proteins of thalidomide in preventing and treating AD,the pathways involved in regulation,and to explore its possible mechanism. Methods The experimental mice were randomly divided into blank control group,model group,and thalidomide high and low dose groups. The drugs were administered by gavage every day for 21 days. After the administration,Morris water maze test was used to evaluate the learning and memory abilities of the mice,HE staining and Nissl staining were used to observe the pathological tissue morphology of the mouse hippocampus,ELISA was employed to detect the mitochondrial respiratory chain enzyme complex in mouse brain,and the Label-free proteomics method was used to screen different groups of hippocampal proteome proteins. Results The results of the Morris water maze showed that compared with the model group,the escape latency time of the drug group was significantly reduced,and the number of crossing the platform significantly increased(P<0.05). Thalidomide administration could improve the morphological structure of neurons in hippocampus,and could increase the activity of the mitochondrial respiratory chain complex ,Ⅱ, and of the brain tissues of AD mice(P<0.05). A total of 4 378 differential proteins were identified,which had a significant regulatory effect on the expression of 580 proteins in hippocampus of AD mice(P<0.05). Energy metabolism may jointly participate in the regulation of neurodegeneration pathways-changes in pathways such as various diseases and Alzheimer's disease. Conclusions Thalidomide can significantly improve the learning and memory function of AD model mice induced by Aβ
7.Investigation on biological subtypes of depression based on diffusion tensor imaging
Xiongying CHEN ; Hua ZHU ; Hang WU ; Jian CHENG ; Jingjing ZHOU ; Yuan FENG ; Rui LIU ; Yun WANG ; Zhifang ZHANG ; Lei FENG ; Yuan ZHOU ; Gang WANG
Sichuan Mental Health 2023;36(4):294-300
BackgroundBeing complex and highly heterogeneous with regard to the etiology and clinical manifestations of depression, neuroimaging studies make a breakthrough for exploring the biological subtypes of depression, while the current data-driven approach for the identification of subtyping depression using structural magnetic resonance imaging (MRI) data is insufficient. ObjectiveTo explore the biological subtypes of depression using diffusion tensor imaging (DTI) and machine learning methods. MethodsA total of 127 patients with depression who attended Beijing Anding Hospital from September 2017 to August 2021 and met the Diagnostic and Statistical Manual of Mental Disorders, fourth edition (DSM-IV) diagnostic criteria were included, and another 80 healthy individuals matched for gender and age were recruited through advertisements in surrounding communities during the same period. DTI findings, demographic characteristics and clinical data were collected from all participants. Tract-based spatial statistics (TBSS) and the Johns Hopkins University (JHU) white matter probability maps were used to extract fractional anisotropy (FA) values of white matter tracts. A semi-supervised machine learning technique was used to identify the subtypes, and the FA values for whole brain white matter of patients and controls were compared. ResultsPatients with depression were classified into two biological subtypes. FA values in multiple tracts including corpus callosum and corona radiata of subtype I patients were smaller than those of healthy controls (P<0.01, FDR corrected), and FA values in middle cerebellar peduncle, left superior cerebellar peduncle and left cerebral peduncle of subtype II patients were larger than those of healthy controls (P<0.01, FDR-corrected). Baseline Hamilton Depression Scale-17 item (HAMD-17) score yielded no statistical difference between subtype I and subtype II patients (P>0.05), while subtype I patients scored lower on HAMD-17 than subtype II patients after 12 weeks of treatment (t=2.410, P<0.05). ConclusionDepression patients exhibit two biological subtypes with distinct patterns of white matter damage. Furthermore, the subtypes respond differently to the medication treatment. [Funded by the National Key Research and Development Program of China (number, 2016YFC1307200), the Scientific Research and Cultivation Program of Beijing Municipal Hospitals (number,PX2023066), Beijing Anding Hospital, Capital Medical University (number,YJ201904, YJ201911); www.chictr.org.cn number: ChiCTR-OOC-17012566]
8.An evidence-based clinical guideline for the treatment of infectious bone defect with induced membrane technique (version 2023)
Jie SHEN ; Lin CHEN ; Shiwu DONG ; Jingshu FU ; Jianzhong GUAN ; Hongbo HE ; Chunli HOU ; Zhiyong HOU ; Gang LI ; Hang LI ; Fengxiang LIU ; Lei LIU ; Feng MA ; Tao NIE ; Chenghe QIN ; Jian SHI ; Hengsheng SHU ; Dong SUN ; Li SUN ; Guanglin WANG ; Xiaohua WANG ; Zhiqiang WANG ; Hongri WU ; Junchao XING ; Jianzhong XU ; Yongqing XU ; Dawei YANG ; Tengbo YU ; Zhi YUAN ; Wenming ZHANG ; Feng ZHAO ; Jiazhuang ZHENG ; Dapeng ZHOU ; Chen ZHU ; Yueliang ZHU ; Zhao XIE ; Xinbao WU ; Changqing ZHANG ; Peifu TANG ; Yingze ZHANG ; Fei LUO
Chinese Journal of Trauma 2023;39(2):107-120
Infectious bone defect is bone defect with infection or as a result of treatment of bone infection. It requires surgical intervention, and the treatment processes are complex and long, which include bone infection control,bone defect repair and even complex soft tissue reconstructions in some cases. Failure to achieve the goals in any step may lead to the failure of the overall treatment. Therefore, infectious bone defect has been a worldwide challenge in the field of orthopedics. Conventionally, sequestrectomy, bone grafting, bone transport, and systemic/local antibiotic treatment are standard therapies. Radical debridement remains one of the cornerstones for the management of bone infection. However, the scale of debridement and the timing and method of bone defect reconstruction remain controversial. With the clinical application of induced membrane technique, effective infection control and rapid bone reconstruction have been achieved in the management of infectious bone defect. The induced membrane technique has attracted more interests and attention, but the lack of understanding the basic principles of infection control and technical details may hamper the clinical outcomes of induced membrane technique and complications can possibly occur. Therefore, the Chinese Orthopedic Association organized domestic orthopedic experts to formulate An evidence-based clinical guideline for the treatment of infectious bone defect with induced membrane technique ( version 2023) according to the evidence-based method and put forward recommendations on infectious bone defect from the aspects of precise diagnosis, preoperative evaluation, operation procedure, postoperative management and rehabilitation, so as to provide useful references for the treatment of infectious bone defect with induced membrane technique.
9.Guideline for the diagnosis and treatment of chronic refractory wounds in orthopedic trauma patients (version 2023)
Yuan XIONG ; Bobin MI ; Chenchen YAN ; Hui LI ; Wu ZHOU ; Yun SUN ; Tian XIA ; Faqi CAO ; Zhiyong HOU ; Tengbo YU ; Aixi YU ; Meng ZHAO ; Zhao XIE ; Jinmin ZHAO ; Xinbao WU ; Xieyuan JIANG ; Bin YU ; Dianying ZHANG ; Dankai WU ; Guangyao LIU ; Guodong LIU ; Qikai HUA ; Mengfei LIU ; Yiqiang HU ; Peng CHENG ; Hang XUE ; Li LU ; Xiangyu CHU ; Liangcong HU ; Lang CHEN ; Kangkang ZHA ; Chuanlu LIN ; Chengyan YU ; Ranyang TAO ; Ze LIN ; Xudong XIE ; Yanjiu HAN ; Xiaodong GUO ; Zhewei YE ; Qisheng ZHOU ; Yong LIU ; Junwen WANG ; Ping XIA ; Biao CHE ; Bing HU ; Chengjian HE ; Guanglin WANG ; Dongliang WANG ; Fengfei LIN ; Jiangdong NI ; Aiguo WANG ; Dehao FU ; Shiwu DONG ; Lin CHEN ; Xinzhong XU ; Jiacan SU ; Peifu TANG ; Baoguo JIANG ; Yingze ZHANG ; Xiaobing FU ; Guohui LIU
Chinese Journal of Trauma 2023;39(6):481-493
Chronic refractory wound (CRW) is one of the most challengeable issues in clinic due to complex pathogenesis, long course of disease and poor prognosis. Experts need to conduct systematic summary for the diagnosis and treatment of CRW due to complex pathogenesis and poor prognosis, and standard guidelines for the diagnosis and treatment of CRW should be created. The Guideline forthe diagnosis and treatment of chronic refractory wounds in orthopedic trauma patients ( version 2023) was created by the expert group organized by the Chinese Association of Orthopedic Surgeons, Chinese Orthopedic Association, Chinese Society of Traumatology, and Trauma Orthopedics and Multiple Traumatology Group of Emergency Resuscitation Committee of Chinese Medical Doctor Association after the clinical problems were chosen based on demand-driven principles and principles of evidence-based medicine. The guideline systematically elaborated CRW from aspects of the epidemiology, diagnosis, treatment, postoperative management, complication prevention and comorbidity management, and rehabilitation and health education, and 9 recommendations were finally proposed to provide a reliable clinical reference for the diagnosis and treatment of CRW.
10.Chinese expert consensus on diagnosis and treatment strategies for SARS-CoV-2 infection in immunocompromised populations(2023 edition-2)
Chun-Rong JU ; Mei-Ying WANG ; Jing YUAN ; Yong-Hao XU ; Zhi-Bin XU ; Pei-Hang XU ; Yu-Peng LAI ; Li-Yan CHEN ; Shi-Yue LI ; Wu-Jun XUE ; Hong-Zhou LU ; Yi-Min LI ; Yun-Song YU
Chinese Journal of Infection Control 2023;22(12):1411-1424
Since the end of 2019,severe acute respiratory syndrome coronavirus 2(SARS-CoV-2)infection has swept the world,bringing great harm to human society and significantly increasing the health burden.Due to stron-ger infectivity,faster transmission,and higher reinfection rate of the Omicron variant,it has now replaced the Delta variant as the main epidemic strain for both imported and local outbreaks in China.Chinese Diagnosis and treatment protocol for SARS-CoV-2 infection(10th trial version)emphasizes"strengthening the protection of key popula-tions,"which includes the increasing number of immunocompromised population.These people have a high inci-dence of severe diseases and a high fatality rate after infected with SARS-CoV-2,and belong to the high-risk popula-tions of severe or critical diseases.Moreover,due to underlying diseases,these people take immunosuppressants and other related drugs chronically.The interactions between anti-SARS-CoV-2 infection treatment drugs and origi-nal drugs are complicated,thus bring significant challenges to the treatment after the SARS-CoV-2 infection.Cur-rently,there is a lack of guidelines or consensus on the diagnosis and treatment of SARS-CoV-2 infection among im-munocompromised population.Therefore,the Guangzhou Institute of Respiratory Health and National Center for Respiratory Medicine organized experts from multiple disciplines(respiratory and critical care medicine,organ transplantation,rheumatology and immunology,hematology,infection,critical care medicine,etc.)in China.Af-ter multiple rounds of discussions,13 items of recommendations are made as the reference for peers based on evi-dence-based medical evidence,so as to provide a theoretical and practical reference for the diagnosis and treatment strategies of this population.

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