1.Non-contact vital signs monitoring systems in the ICU based on imaging photoplethysmography technology
Chen ZHU ; Danli CAI ; Ying SHI ; Caiping SONG ; Yajun MAO ; Jianhui DING ; Qiangfang LU ; Dafen WANG ; Shuo ZHANG ; Lingcong WANG
Chinese Journal of Physical Medicine and Rehabilitation 2024;46(9):825-829
Objective:To explore the application of photoplethysmography (iPPG) for contactless vital signs monitoring in the intensive care unit (ICU).Methods:Ten tracheostomy patients in intensive care had their heart rate, oxygen saturation, and diastolic and systolic pressures monitored using iPPG technology and a 24-hour bedside monitor. The readings included periods at rest, during turning, during suctioning, and when undergoing vigorous physical therapy and occupational therapy. The monitoring lasted 3 consecutive days. The data collected by the two methods were compared to analyze the accuracy of the contactless vital signs monitoring system.Results:The oxygen saturation readings of the two systems showed no significant differences. The heart rates, diastolic pressures, and systolic pressures did, however, differ significantly.Conclusions:In the situations tested, contactless monitoring of oxygen saturation is effective, but there is still significant room for improvement in the three indicators of heart rate, systolic pressure, and diastolic pressure.
2.Mismatched donor cell infusion-related syndrome following microtransplant in patients with acute myeloid leukemia.
Bo CAI ; Xiaoyan ZOU ; Xin NING ; Tieqiang LIU ; Bingxia LI ; Yaqing LEI ; Jianhui QIAO ; Kaixun HU ; Yangyang LEI ; Zhiqing LIU ; Bo YAO ; Huisheng AI ; Yi WANG ; Changlin YU ; Mei GUO
Chinese Medical Journal 2023;136(7):815-821
BACKGROUND:
Immunotherapies such as adoptive immune cell infusion and immune-modulating agents are widely used for cancer treatment, and the concomitant symptoms, including cytokine release syndrome (CRS) or immune-related adverse events (irAEs), are frequently reported. However, clinical manifestations induced by mismatched donor granulocyte colony-stimulating factor mobilized peripheral blood mononuclear cell (GPBMC) infusion in patients receiving microtransplant (MST) have not yet been well depicted.
METHODS:
We analyzed 88 cycles of mismatched GPBMC infusion in patients with acute myeloid leukemia receiving MST and 54 cycles of chemotherapy without GPBMC infusion as a comparison. Clinical symptoms and their correlation with clinical features, laboratory findings, and clinical response were explored.
RESULTS:
Fever (58.0% [51/88]) and chills (43.2% [38/88]) were the significant early-onset symptoms after GPBMC infusion. Patients possessing less human leukocyte antigen-matching loci with the donor or those with unrelated donors experienced more chills (3 [2-5] loci vs. 5 [3-5] loci, P = 0.043 and 66.7% [12/18] vs. 37.1% [26/70], P = 0.024). On the other hand, those with decreased CD4 + /CD8 + T-cell ratio developed more fever (0.8 [0.7-1.2] vs. 1.4 [1.1-2.2], P = 0.007). Multivariable analysis demonstrated that younger patients experienced more fever (odds ratio [OR] = 0.963, 95% confidence interval [CI]: 0.932-0.995, P = 0.022), while patients with younger donors experienced more chills (OR = 0.915, 95% CI: 0.859-0.975, P = 0.006). Elevated ultra-sensitive C-reactive protein levels in the absence of cytokine storm were observed following GPBMC infusion, which indicated mild and transient inflammatory response. Although no predictive value of infusion-related syndrome to leukemia burden change was found, the proportion of host pre-treatment activated T cells was positively correlated with leukemia control.
CONCLUSIONS
Mismatched GPBMC infusion in MST induced unique infusion-related symptoms and laboratory changes, which were associated with donor- or recipient-derived risk factors, with less safety and tolerance concerns than reported CRS or irAEs.
Humans
;
Leukocytes, Mononuclear
;
Hematopoietic Stem Cell Transplantation/adverse effects*
;
Leukemia, Myeloid, Acute/therapy*
;
Unrelated Donors
;
Granulocyte Colony-Stimulating Factor
;
Graft vs Host Disease
3.Application of U-Net network in automatic image segmentation of adenoid and airway of nasopharynx.
Lu WANG ; Zebin LUO ; Jianhui NI ; Yan LI ; Liqing CHEN ; Shuwen GUAN ; Nannan ZHANG ; Xin WANG ; Rong CAI ; Yi GAO ; Qingfeng ZHANG
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2023;37(8):632-641
Objective:To explore the effect of fully automatic image segmentation of adenoid and nasopharyngeal airway by deep learning model based on U-Net network. Methods:From March 2021 to March 2022, 240 children underwent cone beam computed tomography(CBCT) in the Department of Otolaryngology, Head and Neck Surgery, General Hospital of Shenzhen University. 52 of them were selected for manual labeling of nasopharynx airway and adenoid, and then were trained and verified by the deep learning model. After applying the model to the remaining data, compare the differences between conventional two-dimensional indicators and deep learning three-dimensional indicators in 240 datasets. Results:For the 52 cases of modeling and training data sets, there was no significant difference between the prediction results of deep learning and the manual labeling results of doctors(P>0.05). The model evaluation index of nasopharyngeal airway volume: Mean Intersection over Union(MIOU) s (86.32±0.54)%; Dice Similarity Coefficient(DSC): (92.91±0.23)%; Accuracy: (95.92±0.25)%; Precision: (91.93±0.14)%; and the model evaluation index of Adenoid volume: MIOU: (86.28±0.61)%; DSC: (92.88±0.17)%; Accuracy: (95.90±0.29)%; Precision: (92.30±0.23)%. There was a positive correlation between the two-dimensional index A/N and the three-dimensional index AV/(AV+NAV) in 240 children of different age groups(P<0.05), and the correlation coefficient of 9-13 years old was 0.74. Conclusion:The deep learning model based on U-Net network has a good effect on the automatic image segmentation of adenoid and nasopharynx airway, and has high application value. The model has a certain generalization ability.
Child
;
Humans
;
Adolescent
;
Adenoids/diagnostic imaging*
;
Image Processing, Computer-Assisted/methods*
;
Pharynx
;
Cone-Beam Computed Tomography
;
Nose
4.Cohort Study on the Safety of Medium/long Chain Fat Emulsions and Multiple Oil Fat Emulsions Used in Newborns
PAN Xiuming ; HUANG Zhijie ; CAI Can ; HUANG Zhiyi ; YANG Jianhui ; CHEN Yao
Chinese Journal of Modern Applied Pharmacy 2023;40(22):3177-3184
Abstract
OBJECTIVE To analyze the differences in adverse drug reactions between newborns using medium/long chain fat emulsions and multiple types of oil fat emulsions, and to explore potential risk factors. METHODS A retrospective cohort study was conducted using data from newborns who used medium/long chain fat emulsions or multiple oil fat emulsions from January 2020 to June 2023. The China Hospital Pharmacovigilance System(CHPS) was used to retrieve adverse reaction information and evaluate it. Four hundred and ninety-nine newborns in the medium/long chain fat emulsion group and 1 940 newborns in the multiple oil fat emulsion group were included. Using logistic regression and stratified analysis to explore the safety differences between groups and the risk factors that affect the occurrence of adverse reactions. RESULTS The total incidence of adverse reactions in the medium/long chain fat emulsion group was 19.24%, with common adverse reactions including fever(5.81%), decreased hemoglobin(3.01%), increased blood pressure(2.40%) and hypoglycemia(2.40%); The total incidence of adverse reactions in the group of multiple oil fat emulsions was 36.44%, with a very common adverse reaction being fever(10.57%); common adverse reactions include decreased hemoglobin(8.97%), decreased blood pressure(3.20%), and increased blood pressure(3.09%); rare adverse reactions include liver dysfunction(0.05%), splenomegaly(0.05%) and cyanosis (0.05%). In univariate analysis, the risk of fever, decreased hemoglobin, and increased blood sugar in the group of multiple oil fat emulsions was higher than that in the medium/long chain fat emulsion group(P<0.05), but this association did not show statistical differences in the overall multivariate analysis. Furthermore, a stratified factor analysis based on gestational age found that the risk of fever and decreased hemoglobin in the group of multiple oil fat emulsions was significantly higher than that in the medium/long chain fat emulsion group in extremely premature infants. The corresponding OR(95%CI) were 6.437(1.327, 31.227) and 5.066(1.089, 23.570), respectively, with no significant differences observed in other gestational age stratification. CONCLUSION The risk of using medium/long chain fat emulsions in newborns is similar to that of using multiple types of oil fat emulsions. However, in extremely premature infants, the risk of fever and decreased hemoglobin in multiple types of oil fat emulsions is higher than that in medium/long chain fat emulsions. It is recommended to regularly monitor indicators such as body temperature, hemoglobin, and blood pressure, and do a good job in drug vigilance.
5.Efficacy of switching to co-formulated elvitegravir/cobicistat/emtricitabine/tenofovir alafenamide combined with sofosbuvir/velpatasvir in treatment of previously untreated chronic hepatitis C patients with HIV/HCV co-infection and its influence on blood lipid levels
Bianli DANG ; Wenzhen KANG ; Mingyuan BI ; Jianhui LI ; Zhaoyun CHEN ; Shupeng LI ; Qing LIU ; Yongtao SUN ; Weiping CAI ; Wen KANG
Journal of Clinical Hepatology 2022;38(3):541-546
Objective To investigate the efficacy of switching to co-formulated elvitegravir/cobicistat/emtricitabine/tenofovir alafenamide (E/c/F/TAF) combined with sofosbuvir/velpatasvir (SOF/VEL) in the treatment of previously untreated chronic hepatitis C patients with HIV/HCV co-infection and the changes in blood lipid levels. Methods This prospective cohort study was conducted among 10 previously untreated chronic hepatitis C patients with HIV/HCV co-infection who attended Department of Infectious Diseases in Tangdu Hospital from July 2019 to May 2021 and achieved continuous HIV suppression after antiretroviral treatment (ART). As for anti-HIV therapy, the ART regimen was switched to the E/c/F/TAF regimen for 32 weeks, and for anti-HCV therapy, the SOF/VEL regimen was started since week 4 after switching and lasted for 12 weeks. Related indices were monitored before and after switching to E/c/F/TAF for anti-HCV therapy and SOF/VEL for anti-HCV therapy, including body weight, body mass index, HCV genotype, alpha-fetoprotein, liver stiffness measurement, CD4 + T cell count, CD4 + T/CD8 + T ratio, hepatic and renal function parameters, blood lipids, HIV RNA, HCV RNA, SVR12, SVR24, and adverse reactions. The Mann-Whitney U test was used for comparison of continuous data between two groups, and a Spearman correlation analysis was performed. Results After 4 weeks of treatment with E/c/F/TAF, 10 patients (HCV genotypes 2a and 1b) had HIV RNA below the lower limit of detection (20 IU/ml) and a significant reduction in albumin ( Z =-2.801, P =0.003 7), with the other indices remaining stable, and the patients reported significant improvements in the adverse events of anti-HIV therapy with the former ART regimen. After 4 weeks of E/c/F/TAF combined with SOF/VEL, the patients had HCV RNA below the lower limit of detection (15 IU/ml), and both SVR12 and SVR24 reached 100%; after 12 weeks of anti-HCV therapy, there were significant reductions in alanine aminotransferase ( Z =-2.732, P =0.004 8) and aspartate aminotransferase ( Z =-2.501, P =0.010 7) and significant increases in total cholesterol (TC) ( Z =-2.797, P =0.003 9) and low-density lipoprotein cholesterol (LDL-C) ( Z =-2.343, P =0.018 5), with a significantly positive correlation between them ( r =0.87, P < 0.001), and all the other indices were normal. Conclusion For previously untreated chronic hepatitis C patients with HIV/HCV co-infection, switching to E/c/F/TAF combined with SOF/VEL has good efficacy, tolerability, and safety, and the combination of the two regimens can avoid drug interaction, achieve a high HCV cure rate, and maintain HIV suppression. Transient increases in TC and LDL-C are observed during combination treatment, which suggests dyslipidemia caused by HCV infection and the pharmacological action of this regimen.
6.Free trajectory cone beam computed tomography reconstruction method for synchronous scanning of geometric calibration phantom and imaging object.
Jiangze CAI ; Xiaoman DUAN ; Hongliang QI ; Yusi CHEN ; Jianhui MA ; Linghong ZHOU ; Yuan XU
Journal of Biomedical Engineering 2021;38(5):951-959
In order to suppress the geometrical artifacts caused by random jitter in ray source scanning, and to achieve flexible ray source scanning trajectory and meet the requirements of task-driven scanning imaging, a method of free trajectory cone-beam computed tomography (CBCT) reconstruction is proposed in this paper. This method proposed a geometric calibration method of two-dimensional plane. Based on this method, the geometric calibration phantom and the imaging object could be simultaneously imaged. Then, the geometric parameters could be obtained by online calibration method, and then combined with the geometric parameters, the alternating direction multiplier method (ADMM) was used for image iterative reconstruction. Experimental results showed that this method obtained high quality reconstruction image with high contrast and clear feature edge. The root mean square errors (RMSE) of the simulation results were rather small, and the structural similarity (SSIM) values were all above 0.99. The experimental results showed that it had lower image information entropy (IE) and higher contrast noise ratio (CNR). This method provides some practical value for CBCT to realize trajectory freedom and obtain high quality reconstructed image.
Algorithms
;
Calibration
;
Cone-Beam Computed Tomography
;
Image Processing, Computer-Assisted
;
Phantoms, Imaging
7.Trends, implications and references of curriculum update in American medical schools in recent ten years (2010-2018)
Jianhui CAI ; Liuhang WANG ; Yanchun WANG ; Zhonghua ZHENG ; Baozhi SUN
Chinese Journal of Medical Education Research 2020;19(8):869-873
Nearly a decade of curriculum update in American medical colleges and universities are summarized in this paper. This paper introduces the situation of sampling survey of colleges and universities. The results show the diversity of medical curriculum integration, reflecting the concept of multi-disciplinary integration of basic disciplines, clinical disciplines and public health and social sciences, and giving experiences such as early clinical practice, providing personalized talent cultivation approaches, and designing competency-oriented curriculum system. Combined with the current situation of medical education curriculum reform in China, it's suggested to explore the construction of medical curriculum system with Chinese characteristics, so as to contribute to the cultivation of excellent physicians for implementing Healthy China Initiative.
8.Anti-tumor effect of CTL on colon cancer xenograft in nude mice after blockingout CTLA-4 with CRSIPR/Cas9 technology
SHI Long ; GENG Songsong ; CAI Ziqi ; HAN Jinsheng ; ZHAO Zhilong ; ZHANG Wei ; SONG Hongtao ; MENG Tongyu ; CAI Jianhui
Chinese Journal of Cancer Biotherapy 2020;27(3):221-227
Objective: To investigate the anti-tumor effect of CTL cells on colon cancer xenograft in nude mice after knocking out the immune check point CTLA-4 by CRISPR/Cas9 technology. Methods: A specific small guide RNA (sgRNA) for CTLA-4 was designed to construct sgRNA/Cas9 plasmid, which was then transfected into CTL using a lentiviral vector to obtain CTL cells with CTLA-4 deletion (CTLA-4 KO CTL). The transfection efficiency of the plasmid and the deletion efficiency of CTLA-4 were verified. BALB/c nude mice were randomly divided into two groups to prophylactically inoculate CTLA-4 KO CTL (experimental group) or CTL (control group); 3 days later, the animals of two groups were inoculated with colon cancer cell line LS174-T to observe the tumor formation rate and tumor formation time. After constructing colon cancer xenograft model in nude mice, the animals were randomly divided into two groups, respectively treated with CTLA-4 KO CTL (experimental group) and CTL (control group) cells to observe the tumor growth volume and survival time of mice. The serum levels of TNF-α and IFN-γ in nude mice were detected. Results: sgRNAwas designed and CRSIPR/Cas9 system with lentivirus as vector was successfully constructed. CTL cells were transfected with the established CRSIPR/ Cas9 system, and the highest transfection efficiency was up to (28.80±0.62)%. After transfection, the deletion efficiency of CTLA-4 was detected by Flow cytometry. The CTLA-4 expression of CTLA-4 KO CTL group was significantly lower than that of CTL group [(0.91±0.25)% vs (42.70±2.72)%, P<0.05]. In prophylactic assay, the formation rate of colon cancer xenografts in the experimental group was significantly lower than that in the control group(33.33%vs100%,P<0.05). In treatment assay, the tumor volume in the experimental group was significantly inhibited compared with the control group ([503±23.9] vs [911.2±51.4] mm3, P<0.05), and the survivaltimeoftheexperimentalgroupwassignificantlyprolonged (mediansurvivaltime:78dvs42d,P<0.05); Moreover, the secretion levels of serumTNF-α([268.93±17.04]pg/mlvs[148.26±20.07]pg/ml,P<0.05) and IFN-γ(315.38±18.67 pg/ml vs 202.92±29.32 pg/ml, P<0.05) in the experimental group were significantly higher than those in the control group. Conclusions: The lentiviral vector CRSIPR/Cas9 system is an effective gene editing method; its successful deletion of CTLA-4 in CTL cells can significantly inhibit the tumor formation rate of colon cancer xenografts in nude mice and enhance the anti-tumor effect of CTLon colon cancer xenografts.
9.Tumor-Associated Macrophages Derived TGF-β‒Induced Epithelial to Mesenchymal Transition in Colorectal Cancer Cells through Smad2,3-4/Snail Signaling Pathway.
Jianhui CAI ; Limin XIA ; Jinlei LI ; Shichang NI ; Huayu SONG ; Xiangbin WU
Cancer Research and Treatment 2019;51(1):252-266
PURPOSE: We investigated the role of tumor-associated macrophages (TAMs) on the epithelial to mesenchymal transition (EMT) of colorectal cancer cells and determined the potential mechanism involved in the metastatic process. MATERIALS AND METHODS: In this study, flow cytometry was used to detect the expression of target proteins. We used transwell assay to evaluate the migration of cancer cells under specific conditions. Using real-time polymerase chain reaction, we examined the expressions of cytokines and EMT-related markers in mRNA level. Animal assay was performed for analysis in vivo and hematoxylin and eosin was used to visualize the effect of TAMs on tumor metastasis. We also used immunohistochemistry and Western blotting to detect the expression of target proteins. RESULTS: Here, we observed enrichment of TAMs in colorectal tumor tissues, resulting in high metastasis in clinical therapy. Moreover, those TAMs could facilitate the EMT progression of colorectal cancer cells, which is induced by the transforming growth factor-β (TGF-β) derived from TAMs, leading to the invasion and migration of cancer cells. CONCLUSION: Our results demonstrated that TAMs contributed the EMT progression through a TGF-β/Smad2,3-4/Snail signaling pathway, and disrupting this pathway with TGF-β receptor inhibitor could suppress metastasis, readjusting our focus to the connection of TAMs and cancer metastasis.
Animals
;
Blotting, Western
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Colorectal Neoplasms*
;
Cytokines
;
Eosine Yellowish-(YS)
;
Flow Cytometry
;
Hematoxylin
;
Immunohistochemistry
;
Macrophages*
;
Neoplasm Metastasis
;
Real-Time Polymerase Chain Reaction
;
RNA, Messenger
10.Role of autophagic response in glutamine treatment attenuating inflammation in rats after traumatic brain injury
Xiaozhen CAI ; Jianhui HUANG ; Haiwen ZENG ; Xuejuan WANG ; Zhirong DING
Chinese Journal of Clinical Nutrition 2018;26(2):100-105
Objective To investigate the effect of glutamine (GLN) treatment on neurobehavioral outcome,brain edema and inflammatory response in rats after traumatic brain injury (TBI),and to find out the role played by autophagic response in this effect.Methods Rat models with TBI in this study were established using Feeney's method.One hundred healthy male SD rats were randomly divided into five groups (n =20) to receive sham operation (group Sham),TBI (group TBI),TBI and glutamine treatment (group TBI+GLN),TBI amd autophagy inhibitor 3-methyladenine (group TBI+ 3-MA),and TBI,GLN and autophagy inhibitor (group TBI+GLN+3-MA).We measured the rats' behavioral outcomes by modified neurologic severity score (mNSS) tests at day 1,3,7 and 14 after intervention.Brain water content was measured with wet-dry weight method.The serum levels of tumor necrosis factor-α (TNF-ct),interleukin (IL)-1 and IL-4 were tested using enzyme linked immunosorbent assay.The expressions of autophagy-related factors (LC3-Ⅱ,Beclin-1) in TBI cerebral cortex were tested with Western blot.Results Compared with the Sham group,the other four groups had significantly increased levels of brain edema,mNSS,serum inflammatory factors and cerebral LC3-Ⅱ and Beclin-1 (P=0.00).Compared with the TBI group,the TBI+GLN group had less severe brain edema and improved mNSS,lower levels of TNF-α [(57.71 ±9.69) pg/ml vs.(83.37± 12.81) pg/ml,P=0.01] and IL-1 [(39.46±8.60) pg/ml vs.(69.04± 10.48) pg/ml,P=0.00],higher levels of IL-4 [(68.72± 11.18) pg/ml vs.(35.75 ± 8.40) pg/ml,P =0.04],and upregulated expressions of LC3-Ⅱ and Beclin-1 (P=0.01).Compared with the TBI+GLN group,the TBI+GLN+3-MA group had severer neurofunctional impairment,brain edema and inflammation (P< 0.05).Conclusions Treatment with GLN markedly reduced brain edema and improved neurobehavioral outcomes in rats with TBI by inhibiting inflammatory response in the central nervous system.The mechanism might have been the activation of the autophagic response.


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