1.Evaluation of a deep learning-driven centerline extraction algorithm for optimizing the diagnosis of the"gray zone"in noninvasive coronary fractional flow reserve
Zi-qiang GUO ; Xi WANG ; Zi-nuan LIU ; Yi-pu DING ; Ran XIN ; Dong-kai SHAN ; Jun GUO ; Yun-dai CHEN ; Jun-jie YANG
Chinese Journal of Interventional Cardiology 2025;33(6):312-318
Objective To evaluate the diagnostic performance of the minimum-cost-path-based CT angiography-derived fractional flow reserve(MCP-FFR)and the deep learning-driven CT angiography-derived fractional flow reserve(DeepCL-FFR),and to particularly explore the potential value of the DeepCL algorithm in improving diagnostic accuracy within the"gray zone."Methods A retrospective analysis was conducted on 151 coronary vessels from 109 patients with coronary artery disease,who were hospitalized at the General Hospital of the People's Liberation Army between January 2020 and June 2021.Pearson correlation and Bland-Altman plots were employed to assess the correlation and agreement of the two CT-FFR methods with invasive FFR.A CT-FFR range of 0.70-0.80 was defined as the diagnostic"gray zone."The accuracy,sensitivity,specificity,positive predictive value,and negative predictive value for detecting hemodynamic abnormalities were calculated and analyzed.The DeLong test was used to compare the areas under the receiver operating characteristic curves(AUC)between the two CT-FFR calculation methods.Results Both CT-FFR methods exhibited a positive correlation with invasive FFR(MCP-FFR:r=0.75,P<0.001;DeepCL-FFR:r=0.86,P<0.001)and showed good agreement(MCP-FFR:mean difference=0.010,P=0.351;DeepCL-FFR:mean difference=-0.003,P=0.772).Both DeepCL-FFR(AUC 0.97,95%CI 0.94-0.99)and MCP-FFR(AUC 0.92,95%CI 0.88-0.97)demonstrated favorable diagnostic performance for detecting hemodynamic abnormalities(P=0.122).In the"gray zone"for hemodynamic abnormality,the diagnostic accuracy of MCP-FFR was 68.8%,whereas DeepCL-FFR increased it to 89.7%.DeepCL-FFR also exhibited superior diagnostic performance(AUC 0.89,95%CI 0.73-0.99)within the"gray zone,"which was significantly higher than that of MCP-FFR(AUC 0.71,95%CI 0.54-0.87)(P<0.001).Conclusions The deep learning-driven coronary centerline extraction algorithm,DeepCL,demonstrates superior diagnostic performance in CT-FFR for detecting hemodynamic abnormalities,particularly by significantly improving diagnostic accuracy in the"gray zone."
2.Evaluation of a deep learning-driven centerline extraction algorithm for optimizing the diagnosis of the"gray zone"in noninvasive coronary fractional flow reserve
Zi-qiang GUO ; Xi WANG ; Zi-nuan LIU ; Yi-pu DING ; Ran XIN ; Dong-kai SHAN ; Jun GUO ; Yun-dai CHEN ; Jun-jie YANG
Chinese Journal of Interventional Cardiology 2025;33(6):312-318
Objective To evaluate the diagnostic performance of the minimum-cost-path-based CT angiography-derived fractional flow reserve(MCP-FFR)and the deep learning-driven CT angiography-derived fractional flow reserve(DeepCL-FFR),and to particularly explore the potential value of the DeepCL algorithm in improving diagnostic accuracy within the"gray zone."Methods A retrospective analysis was conducted on 151 coronary vessels from 109 patients with coronary artery disease,who were hospitalized at the General Hospital of the People's Liberation Army between January 2020 and June 2021.Pearson correlation and Bland-Altman plots were employed to assess the correlation and agreement of the two CT-FFR methods with invasive FFR.A CT-FFR range of 0.70-0.80 was defined as the diagnostic"gray zone."The accuracy,sensitivity,specificity,positive predictive value,and negative predictive value for detecting hemodynamic abnormalities were calculated and analyzed.The DeLong test was used to compare the areas under the receiver operating characteristic curves(AUC)between the two CT-FFR calculation methods.Results Both CT-FFR methods exhibited a positive correlation with invasive FFR(MCP-FFR:r=0.75,P<0.001;DeepCL-FFR:r=0.86,P<0.001)and showed good agreement(MCP-FFR:mean difference=0.010,P=0.351;DeepCL-FFR:mean difference=-0.003,P=0.772).Both DeepCL-FFR(AUC 0.97,95%CI 0.94-0.99)and MCP-FFR(AUC 0.92,95%CI 0.88-0.97)demonstrated favorable diagnostic performance for detecting hemodynamic abnormalities(P=0.122).In the"gray zone"for hemodynamic abnormality,the diagnostic accuracy of MCP-FFR was 68.8%,whereas DeepCL-FFR increased it to 89.7%.DeepCL-FFR also exhibited superior diagnostic performance(AUC 0.89,95%CI 0.73-0.99)within the"gray zone,"which was significantly higher than that of MCP-FFR(AUC 0.71,95%CI 0.54-0.87)(P<0.001).Conclusions The deep learning-driven coronary centerline extraction algorithm,DeepCL,demonstrates superior diagnostic performance in CT-FFR for detecting hemodynamic abnormalities,particularly by significantly improving diagnostic accuracy in the"gray zone."
3.Role and mechanism of DNMT1 in regulating LSM4 in Hcy-induced hepatocyte apoptosis in mice
Tongtong XIA ; Fang MA ; Honglin LIU ; Zhenghao ZHANG ; Hanshuang DING ; Yinju HAO ; Huiping ZHANG ; Kai WU ; Yun JIAO ; Yideng JIANG ; Guizhong LI
Chinese Journal of Comparative Medicine 2024;34(11):34-42
Objective To study the effect of DNA methyltransferase 1(DNMT1)on sm-like protein-4(LSM4)in hepatocyte apoptosis in mice induced with Hcy.Methods 12 ApoE-/-mice were divided into two groups:normal diet(ND,n=6)and high methionine diet(HMD,n=6)groups.Normal hepatocytes of NCTC1469 were divided into a normal group(control,0 μL/L Hcy),Hcy intervention group(Hcy,100 μL/L Hcy),NC siRNA-transfected control group(si-NC group,0 μmol/L Hcy),LSM4 siRNA-transfected group(si-LSM4 group,0 μmol/L Hcy),DNMT1 siRNA-transfected group(si-DNMT1 group,0 μmol/L Hcy),NC siRNA-transfected Hcy intervention group(Hcy+si-NC group,100 μmol/L Hcy),LSM4 siRNA-transfected Hcy intervention group(Hcy+si-LSM4 group,100 μmol/L Hcy),and DNMT1 siRNA-transfected Hcy intervention group(Hcy+si-DNMT1 group,100 μmol/L Hcy).Analysis of the expression of LSM4 in various tissues was conducted using the NCBI database.Quantitative real-time PCR(qRT-PCR)and Western blot were used to detect differences in LSM4 protein expression in mouse tissues(HMD and ND)and hepatocytes(control and Hcy).Western blot was used to detect the expression of Bcl2-associated X(Bax)and B-cell lymphoma-2(Bcl-2).The cell apoptosis rate in the Control,Hcy,Hcy+si-NC,and Hcy+si-LSM4 groups were detected by flow cytometry.MethPrimer online software was used to analyze the CpG islands of LSM4 promoter region.The expression of LSM4 in the Hcy+si-DNMT1 group was detected by qRT-PCR and Western blot.Results The expression of LSM4 in HMD,Hcy group was higher than that in the ND and Control group(P<0.05).Bax protein expression was significantly higher,but Bcl-2 was significantly lower in Hcy group compared with those of the Control group(P<0.05).The expression of Bax protein was significantly lower,but the level of Bcl-2 was significantly higher in the Hcy+si-LSM4 group compared with those in the Hcy+si-NC group(P<0.05).The cell apoptosis rate in the Hcy group was higher than that in the Control group(P<0.05),while the apoptosis rate in the Hcy+si-LSM4 group was lower than that in the Hcy+si-NC group(P<0.05).MethPrimer database analysis showed that the promoter region of LSM4 was GC-rich,and there was one CpG island.Compared with the Hcy+si-NC group,the Hcy+si-DNMT1 group's expression of LSM4 protein was increased(P<0.05).Conclusions DNMT1 regulates LSM4 hypomethylation to increase its expression,thereby promoting Hcy-induced apoptosis of mouse hepatocytes.
4.Earthworm Protein Protects Vascular Endothelial Function in Spontaneously Hypertensive Rats via PI3K/Akt/Nrf2 Signaling Pathway
Huilin ZHAO ; Xiaojing LI ; Lirong WANG ; Yaohui HUO ; Yun LI ; Tianlong DING ; Kai LIU
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(2):118-126
ObjectiveTo observe the effect of earthworm protein on the expression of phosphatidylinositol 3-kinase/protein kinase B/nuclear factor E2-related factor 2 (PI3K/Akt/Nrf2) pathway in the aorta of spontaneously hypertensive rats (SHR) and explore mechanism of earthworm protein in treating hypertensive vascular endothelial dysfunction (VED). MethodTen 10-week-old Wistar Kyoto (WKY) rats and fifty SHR rats were selected for a week of adaptive feeding. WKY rats were selected as the normal group, and fifty SHR rats were randomized according to body weight into model, valsartan (8×10-3 g·kg-1·d-1), and high-, medium-, and low-dose (0.2, 0.1, 0.05 g·kg-1·d-1, respectively) earthworm protein groups. The normal and model groups were administrated with equal volume of double distilled water by gavage. During the drug intervention period, the general situations of rats in each group were observed and their blood pressure was monitored at specific time points every other week before and after administration. After 8 weeks of drug intervention, enzyme-linked immunosorbent assay was employed to measure the levels of angiotensin-Ⅱ (Ang-Ⅱ) and endothelin-1 (ET-1) in the serum of rats in each group. The corresponding kits were used to determine the levels of nitric oxide (NO), malondialdehyde (MDA), glutathione peroxidase (GPX), superoxide dismutase (SOD), and ferrous ion (Fe2+). Hematoxylin-eosin (HE) staining was employed to observe the changes in the intima of the aorta. Fluorescence quantitative polymerase chain reaction (Real-time PCR) was employed to measure the mRNA levels of PI3K, Akt, Nrf2, heme oxygenase-1 (HO-1), and glutathione peroxidase 4 (GPX4) in the aortic tissue. Western blotting was used to determine the protein levels of p-PI3K (Tyr467/199), PI3K, p-Akt (Ser473), Akt, Nrf2, HO-1, and GPX4 in the thoracic aorta. ResultCompared with the normal group, the model group had decreased body mass, increased irritability, severe endothelial damage, elevated blood pressure and serum levels of Ang-Ⅱ, ET1, MDA, and Fe2+ (P<0.01), lowered NO level (P<0.01), and down-regulated mRNA and protein levels of p-PI3K (Tyr467/199), PI3K, p-Akt (Ser473), Akt, Nrf2, HO-1, and GPX4 in the aortic tissue (P<0.01). Compared with the model group, drug intervention caused no significant change in the body mass, calmed the rats, alleviated the endothelial damage, lowered blood pressure and serum levels of Ang-Ⅱ, ET1, MDA, and Fe2+ (P<0.01), elevated the NO level (P<0.05), and up-regulated the mRNA and protein levels of p-PI3K (Tyr467/199), PI3K, p-Akt (Ser473), Akt, Nrf2, HO-1, and GPX4 (P<0.05). ConclusionThe earthworm protein can exert antihypertensive effects by ameliorating VED in SHR. Specifically, it may regulate the PI3K/Akt/Nrf2 signaling pathway to inhibit oxidative stress and ferroptosis.
5.Analysis of Ecological Factors and Research Progress in Ecological Planting Mode of Pogostemon cablin
Yun-Zi BAO ; Lin-Yuan CHEN ; Kai-Ying QIU ; Yan-Mei NI ; Han-Qing DING ; Li-Ping WANG ; Zi-Qi LIU ; Ruo-Ting ZHAN ; Li-Kai CHEN
Journal of Guangzhou University of Traditional Chinese Medicine 2024;41(11):3084-3090
Pogostemon cablin is a famous southern medicine.As the important raw material for modern medicine and industry,Pogostemon cablin becomes required with a large marketing demand.However,due to the serious continuous cropping obstacles in the growth process of Pogostemon cablin,the aggravation of diseases of Pogostemon cablin and the degradation of its quality arose.This paper outlined the ecological factors such as climate factors,soil factors and topographic factors suitable for the growth of Pogostemon cablin,analyzed the continuous cropping obstacles and diseases arising in the cultivation,reviewed the current ecological planting mode of Pogostemon cablin such as crop rotation,intercropping,relay-cropping and under-forest planting,and also made a comprehensive evaluation of the economic benefits,ecological benefits and social benefits of the ecological planting mode of Pogostemon cablin,aiming to provide a theoretical basis and a reference for the promotion of the ecological planting mode of Pogostemon cablin.
6.Role and mechanism of DNMT1 in regulating LSM4 in Hcy-induced hepatocyte apoptosis in mice
Tongtong XIA ; Fang MA ; Honglin LIU ; Zhenghao ZHANG ; Hanshuang DING ; Yinju HAO ; Huiping ZHANG ; Kai WU ; Yun JIAO ; Yideng JIANG ; Guizhong LI
Chinese Journal of Comparative Medicine 2024;34(11):34-42
Objective To study the effect of DNA methyltransferase 1(DNMT1)on sm-like protein-4(LSM4)in hepatocyte apoptosis in mice induced with Hcy.Methods 12 ApoE-/-mice were divided into two groups:normal diet(ND,n=6)and high methionine diet(HMD,n=6)groups.Normal hepatocytes of NCTC1469 were divided into a normal group(control,0 μL/L Hcy),Hcy intervention group(Hcy,100 μL/L Hcy),NC siRNA-transfected control group(si-NC group,0 μmol/L Hcy),LSM4 siRNA-transfected group(si-LSM4 group,0 μmol/L Hcy),DNMT1 siRNA-transfected group(si-DNMT1 group,0 μmol/L Hcy),NC siRNA-transfected Hcy intervention group(Hcy+si-NC group,100 μmol/L Hcy),LSM4 siRNA-transfected Hcy intervention group(Hcy+si-LSM4 group,100 μmol/L Hcy),and DNMT1 siRNA-transfected Hcy intervention group(Hcy+si-DNMT1 group,100 μmol/L Hcy).Analysis of the expression of LSM4 in various tissues was conducted using the NCBI database.Quantitative real-time PCR(qRT-PCR)and Western blot were used to detect differences in LSM4 protein expression in mouse tissues(HMD and ND)and hepatocytes(control and Hcy).Western blot was used to detect the expression of Bcl2-associated X(Bax)and B-cell lymphoma-2(Bcl-2).The cell apoptosis rate in the Control,Hcy,Hcy+si-NC,and Hcy+si-LSM4 groups were detected by flow cytometry.MethPrimer online software was used to analyze the CpG islands of LSM4 promoter region.The expression of LSM4 in the Hcy+si-DNMT1 group was detected by qRT-PCR and Western blot.Results The expression of LSM4 in HMD,Hcy group was higher than that in the ND and Control group(P<0.05).Bax protein expression was significantly higher,but Bcl-2 was significantly lower in Hcy group compared with those of the Control group(P<0.05).The expression of Bax protein was significantly lower,but the level of Bcl-2 was significantly higher in the Hcy+si-LSM4 group compared with those in the Hcy+si-NC group(P<0.05).The cell apoptosis rate in the Hcy group was higher than that in the Control group(P<0.05),while the apoptosis rate in the Hcy+si-LSM4 group was lower than that in the Hcy+si-NC group(P<0.05).MethPrimer database analysis showed that the promoter region of LSM4 was GC-rich,and there was one CpG island.Compared with the Hcy+si-NC group,the Hcy+si-DNMT1 group's expression of LSM4 protein was increased(P<0.05).Conclusions DNMT1 regulates LSM4 hypomethylation to increase its expression,thereby promoting Hcy-induced apoptosis of mouse hepatocytes.
7.Multiple portions enteral nutrition and chyme reinfusion of a blunt bowel injury patient with hyperbilirubinemia undergoing open abdomen: A case report.
Kai WANG ; Yun-Xuan DENG ; Kai-Wei LI ; Xin-Yu WANG ; Chao YANG ; Wei-Wei DING
Chinese Journal of Traumatology 2023;26(4):236-243
Blunt bowel injury (BBI) is relatively rare but life-threatening when delayed in surgical repair or anastomosis. Providing enteral nutrition (EN) in BBI patients with open abdomen after damage control surgery is challenging, especially for those with discontinuity of the bowel. Here, we report a 47-year-old male driver who was involved in a motor vehicle collision and developed ascites on post-trauma day 3. Emergency exploratory laparotomy at a local hospital revealed a complete rupture of the jejunum and then primary anastomosis was performed. Postoperatively, the patient was transferred to our trauma center for septic shock and hyperbilirubinemia. Following salvage resuscitation, damage control laparotomy with open abdomen was performed for abdominal sepsis, and a temporary double enterostomy (TDE) was created where the anastomosis was ruptured. Given the TDE and high risk of malnutrition, multiple portions EN were performed, including a proximal portion EN support through a nasogastric tube and a distal portion EN via a jejunal feeding tube. Besides, chyme delivered from the proximal portion of TDE was injected into the distal portion of TDE via a jejunal feeding tube. Hyperbilirubinemia was alleviated with the increase in chyme reinfusion. After 6 months of home EN and chyme reinfusion, the patient finally underwent TDE reversal and abdominal wall reconstruction and was discharged with a regular diet. For BBI patients with postoperative hyperbilirubinemia who underwent open abdomen, the combination of multiple portions EN and chyme reinfusion may be a feasible and safe option.
Male
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Humans
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Middle Aged
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Enteral Nutrition
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Intestines/surgery*
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Intestinal Diseases
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Abdomen/surgery*
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Anastomosis, Surgical
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Abdominal Injuries/surgery*
8.Current status of diagnosis and treatment of chronic lymphocytic leukemia in China: A national multicenter survey research.
Wei XU ; Shu Hua YI ; Ru FENG ; Xin WANG ; Jie JIN ; Jian Qing MI ; Kai Yang DING ; Wei YANG ; Ting NIU ; Shao Yuan WANG ; Ke Shu ZHOU ; Hong Ling PENG ; Liang HUANG ; Li Hong LIU ; Jun MA ; Jun LUO ; Li Ping SU ; Ou BAI ; Lin LIU ; Fei LI ; Peng Cheng HE ; Yun ZENG ; Da GAO ; Ming JIANG ; Ji Shi WANG ; Hong Xia YAO ; Lu Gui QIU ; Jian Yong LI
Chinese Journal of Hematology 2023;44(5):380-387
Objective: To understand the current status of diagnosis and treatment of chronic lymphocytic leukemia (CLL) /small lymphocytic lymphoma (SLL) among hematologists, oncologists, and lymphoma physicians from hospitals of different levels in China. Methods: This multicenter questionnaire survey was conducted from March 2021 to July 2021 and included 1,000 eligible physicians. A combination of face-to-face interviews and online questionnaire surveys was used. A standardized questionnaire regarding the composition of patients treated for CLL/SLL, disease diagnosis and prognosis evaluation, concomitant diseases, organ function evaluation, treatment selection, and Bruton tyrosine kinase (BTK) inhibitor was used. Results: ①The interviewed physicians stated that the proportion of male patients treated for CLL/SLL is higher than that of females, and the age is mainly concentrated in 61-70 years old. ②Most of the interviewed physicians conducted tests, such as bone marrow biopsies and immunohistochemistry, for patient diagnosis, in addition to the blood test. ③Only 13.7% of the interviewed physicians fully grasped the initial treatment indications recommended by the existing guidelines. ④In terms of cognition of high-risk prognostic factors, physicians' knowledge of unmutated immunoglobulin heavy-chain variable and 11q- is far inferior to that of TP53 mutation and complex karyotype, which are two high-risk prognostic factors, and only 17.1% of the interviewed physicians fully mastered CLL International Prognostic Index scoring system. ⑤Among the first-line treatment strategy, BTK inhibitors are used for different types of patients, and physicians have formed a certain understanding that BTK inhibitors should be preferentially used in patients with high-risk factors and elderly patients, but the actual use of BTK inhibitors in different types of patients is not high (31.6%-46.0%). ⑥BTK inhibitors at a reduced dose in actual clinical treatment were used by 69.0% of the physicians, and 66.8% of the physicians had interrupted the BTK inhibitor for >12 days in actual clinical treatment. The use of BTK inhibitors is reduced or interrupted mainly because of adverse reactions, such as atrial fibrillation, severe bone marrow suppression, hemorrhage, and pulmonary infection, as well as patients' payment capacity and effective disease progression control. ⑦Some differences were found in the perceptions and behaviors of hematologists and oncologists regarding the prognostic assessment of CLL/SLL, the choice of treatment options, the clinical use of BTK inhibitors, etc. Conclusion: At present, a gap remains between the diagnosis and treatment of CLL/SLL among Chinese physicians compared with the recommendations in the guidelines regarding the diagnostic criteria, treatment indications, prognosis assessment, accompanying disease assessment, treatment strategy selection, and rational BTK inhibitor use, especially the proportion of dose reduction or BTK inhibitor discontinuation due to high adverse events.
Female
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Humans
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Male
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Aged
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Middle Aged
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Leukemia, Lymphocytic, Chronic, B-Cell/drug therapy*
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Prognosis
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Lymphoma, B-Cell
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Immunohistochemistry
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Immunoglobulin Heavy Chains/therapeutic use*
9.The effect of platelet infusion on the repair of bone marrow hematopoietic niche damage in mice induced by (60)Co radiation and hematopoietic reconstruction after bone marrow transplantation.
Yun LIU ; Shuang DING ; Jing Fang SUN ; Peng Peng LI ; Xiao Qian LI ; Ling Yu ZENG ; Kai Lin XU ; Jian Lin QIAO
Chinese Journal of Hematology 2023;44(8):635-641
Objective: To observe the effect of platelets on hematopoietic stem cell (HSCs) implantation in mice with radiation-induced bone marrow injury and bone marrow transplantation models. Methods: ①Male C57BL/6 mice were divided into a single irradiation group and a radiation infusion group after receiving (60)Co semimyeloablative irradiation for 18-10 weeks. The irradiation infusion group received 1×10(8) platelets expressing GFP fluorescent protein. ② The allogeneic bone marrow transplantation model was established. The experimental groups included the simple transplantation group (BMT) and the transplantation infusion group (BMT+PLT). The BMT group was infused through the tail vein only 5 × 10(6) bone marrow cells, the BMT+PLT group needs to be infused with bone marrow cells at the same time 1× 10(8) platelets. ③ Test indicators included peripheral blood cell and bone marrow cell counts, flow cytometry to detect the proportion of hematopoietic stem cell (HSC) and hematopoietic progenitor cells, bone marrow cell proliferation and apoptosis, and pathological observation of vascular niche damage and repair. Results: ①On the 3rd, 7th, 14(th), and 21st days after irradiation, the bone marrow cell count of the infusion group was higher than that in the single irradiation group (P<0.05), and the peripheral blood cell count was also higher. A statistically significant difference was found between the white blood cell count on the 21st day and the platelet count on the 7th day (P<0.05). In the observation cycle, the percentage of bone marrow cell proliferation in the infusion group was higher, while the percentage of apoptosis was lower. ② The results of bone tissue immunofluorescence after irradiation showed that the continuity of hematopoietic niche with red fluorescence was better in the irradiation infusion group. ③The chimerism percentage in the BMT+PLT group was always higher than that in the BMT group after transplantation.④ The BMT+PLT group had higher bone marrow cell count and percentage of bone marrow cell proliferation on the 7th and 28th day after transplantation than that in the BMT group, and the percentage of bone marrow cell apoptosis on the 14th day was lower than that in the BMT group (P<0.05). After the 14th day, the percentage of stem progenitor cells in the bone marrow cells of mice was higher than that in the BMT group (P<0.05). ⑤The immunohistochemical results of bone marrow tissue showed that the continuity of vascular endothelium in the BMT+PLT group was better than that in the BMT group. Conclusion: Platelet transfusion can alleviate the injury of vascular niche, promotes HSC homing, and is beneficial to hematopoietic reconstruction.
Mice
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Animals
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Bone Marrow Transplantation
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Bone Marrow
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Mice, Inbred C57BL
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Hematopoietic Stem Cells
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Bone Marrow Diseases
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Hematopoietic Stem Cell Transplantation
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Mice, Inbred BALB C
10.The influence of meteorological factors on SARS-CoV-2 transmission: evidence from laboratory and epidemiological studies.
Yi Ran LYU ; Ya Fei GUO ; Kai Qiang XU ; Meng Ying ZHAI ; Na LI ; Xiao Chen WANG ; Rui Ting HAO ; Cheng DING ; Yu E ZHA ; Lan WEI ; Yue Yun LUO ; Jiao WANG
Chinese Journal of Preventive Medicine 2022;56(10):1467-1471
SARS-CoV-2 has infected more than 600 million people worldwide and caused more than 6 million deaths. The emerging novel variants have made the epidemic rebound in many places. Meteorological factors can affect the epidemic spread by changing virus activity, transmission dynamic parameters and host susceptibility. This paper systematically analyzed the currently available laboratory and epidemiological studies on the association between the meteorological factors and COVID-19 incidence, in order to provide scientific evidence for future epidemic control and prevention, as well as developing early warning system.
Humans
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SARS-CoV-2
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COVID-19
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Meteorological Concepts
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Laboratories
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Epidemiologic Studies

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