1.Reconstruction of Lumbar Vertebrae Images from Abdominal CT Examinations Using Deep Learning Image Reconstruction Algorithms
Weichen HAN ; Jihua LIU ; Luotong WANG ; Zhe LV ; Junyan TAN ; Yeda WAN
Chinese Journal of Medical Imaging 2025;33(6):670-674
Purpose To evaluate the effectiveness of deep learning image reconstruction(DLIR)algorithms in reconstructing lumbar vertebrae images from abdominal CT scans,aiming to reduce radiation dose and eliminate the need for repeat lumbar CT examinations.Materials and Methods A retrospective collection was conducted from March to May 2024 in the First Affiliated Hospital of Tianjin University of Traditional Chinese Medicine.Thirty-two patients who underwent both abdominal and lumbar CT scans in a supine head-first position were enrolled.The abdominal CT(DLIR group)utilized a tube voltage of 120 kVp and a current of 200 mA with high-intensity DLIR for lumbar reconstruction.The standard lumbar CT(lumbar group)used the same voltage with a tube current of 260 mA and was reconstructed using 60%weighted adaptive statistical iterative reconstruction.Objective assessments was used to measure the CT values,noise(standard deviation,SD value),signal-to-noise ratio and contrast-to-noise ratio(excluding adipose tissue)at the third lumbar vertebral pedicle level and the L2/L3 intervertebral disc level for muscle,adipose tissue,cancellous bone,intervertebral discs,dura mater and cortical bone.Subjective assessments employed a five-point scale to evaluate image contrast,noise and sharpness.Results The volume CT dose index in lumbar group and DLIR group were 15.25 mGy and 11.74 mGy,respectively.There was no statistical difference in CT values between the structures of both groups(all P>0.05).Compared with the lumbar group,the DLIR group showed significant reductions in SD values across the measured tissues by 31.09%,35.66%,13.48%,27.82%,24.93%and 15.09%(t=5.09-7.21,all P<0.05).The signal-to-noise ratio improved by 36.40%,52.31%,16.56%,34.13%,38.39%and 18.81%,and the contrast-to-noise ratio improved by 51.70%,51.32%,36.24%,34.47%and 53.56%(t=-9.58--4.23,all P<0.001).The DLIR group significantly outperformed the lumbar group in image contrast[4.45(4.00,5.00)points vs.4.75(4.00,5.00)points],image noise[4.06(4.00,4.00)points vs.4.39(4.00,5.00)points],and spatial resolution of fine structures[4.00(4.00,4.00)points vs.4.27(4.00,5.00)points](Z=-3.80,-4.38,-3.55,all P<0.001).Conclusion Using high-intensity DLIR for abdominal examinations can achieve high-quality lumbar CT images with a 25%reduction in radiation dose,enabling simultaneous abdominal and lumbar scanning in a single session.
2.Reconstruction of Lumbar Vertebrae Images from Abdominal CT Examinations Using Deep Learning Image Reconstruction Algorithms
Weichen HAN ; Jihua LIU ; Luotong WANG ; Zhe LV ; Junyan TAN ; Yeda WAN
Chinese Journal of Medical Imaging 2025;33(6):670-674
Purpose To evaluate the effectiveness of deep learning image reconstruction(DLIR)algorithms in reconstructing lumbar vertebrae images from abdominal CT scans,aiming to reduce radiation dose and eliminate the need for repeat lumbar CT examinations.Materials and Methods A retrospective collection was conducted from March to May 2024 in the First Affiliated Hospital of Tianjin University of Traditional Chinese Medicine.Thirty-two patients who underwent both abdominal and lumbar CT scans in a supine head-first position were enrolled.The abdominal CT(DLIR group)utilized a tube voltage of 120 kVp and a current of 200 mA with high-intensity DLIR for lumbar reconstruction.The standard lumbar CT(lumbar group)used the same voltage with a tube current of 260 mA and was reconstructed using 60%weighted adaptive statistical iterative reconstruction.Objective assessments was used to measure the CT values,noise(standard deviation,SD value),signal-to-noise ratio and contrast-to-noise ratio(excluding adipose tissue)at the third lumbar vertebral pedicle level and the L2/L3 intervertebral disc level for muscle,adipose tissue,cancellous bone,intervertebral discs,dura mater and cortical bone.Subjective assessments employed a five-point scale to evaluate image contrast,noise and sharpness.Results The volume CT dose index in lumbar group and DLIR group were 15.25 mGy and 11.74 mGy,respectively.There was no statistical difference in CT values between the structures of both groups(all P>0.05).Compared with the lumbar group,the DLIR group showed significant reductions in SD values across the measured tissues by 31.09%,35.66%,13.48%,27.82%,24.93%and 15.09%(t=5.09-7.21,all P<0.05).The signal-to-noise ratio improved by 36.40%,52.31%,16.56%,34.13%,38.39%and 18.81%,and the contrast-to-noise ratio improved by 51.70%,51.32%,36.24%,34.47%and 53.56%(t=-9.58--4.23,all P<0.001).The DLIR group significantly outperformed the lumbar group in image contrast[4.45(4.00,5.00)points vs.4.75(4.00,5.00)points],image noise[4.06(4.00,4.00)points vs.4.39(4.00,5.00)points],and spatial resolution of fine structures[4.00(4.00,4.00)points vs.4.27(4.00,5.00)points](Z=-3.80,-4.38,-3.55,all P<0.001).Conclusion Using high-intensity DLIR for abdominal examinations can achieve high-quality lumbar CT images with a 25%reduction in radiation dose,enabling simultaneous abdominal and lumbar scanning in a single session.
3.Influencing factors of early neurologic deterioration in elderly patients undergoing thrombectomy for acute occlusive stroke of large intracranial vessels
Junyan XUE ; Penghao ZHAO ; Huai HUANG ; Wenyan HAN ; Yaning ZHANG ; Baoshui WU
Journal of Clinical Medicine in Practice 2024;28(13):72-76
Objective To investigate the related factors of early neurological deterioration in elderly patients with thrombolysis for acute occlusive stroke of large intracranial vessels. Methods Clinical materials of 480 elderly patients with thrombolysis for acute occlusive stroke of large intracranial vessels were retrospectively analyzed. The National Institutes of Health Stroke Scale (NIHSS) was used to evaluate the neurological function of patients within 72 hours after thrombectomy, and the patients were divided into deterioration group and non-deterioration group. The baseline materials were compared between the two groups, the factors of early neurological deterioration were analyzed, and the receiver operating characteristic (ROC) curve was drawn to analyze the predictive value of risk. Results Among 480 elderly patients with thrombolysis for acute occlusive stroke of large intracranial vessels, 92 cases (19.17%) had early neurological deterioration; the blood glucose level, white blood cell count, incidence of dysphagia, and incidence of coma in the deterioration group were significantly higher than those in the non-deterioration group (
4.Effect and prognostic factors of OIF and TIP in children with hypospadias
Wenbo HE ; Chuanbing HU ; Junyan TIAN ; Jinsong SUN ; Nuan HAN
Journal of Clinical Surgery 2023;31(11):1094-1098
Objective To explore the efficacy and prognostic independent factors of modified island flap(OIF)and urethroplasty(tip)in the treatment of hypospadias in children.Methods The 164 children with hypospadias analyzed retrospectively were treated from February,2013 to February,2021.They were divided into two groups according to the operation method.82 patients in tip group were treated with tip and 82 patients in OIF group were treated with OIF.The treatment effects of the two groups were compared.Then they were divided into two groups according to the cure condition,namely,the good prognosis group(cured by operation,151 case)and the poor prognosis group(not cured by operation,13 case).Independent factors affecting the prognosis of children were analyzed by binary logistic regression.Results The cure rate of OIF group was 96.34%,which was higher than that of the tip group(87.8%),and the incidence of postoperative complications in OIF group was 7.32%,which was lower than that of the tip group(23.17%,P<0.05).The operation time in tip group(95.95±12.35)min,which was shorter than that of the OIF group(P<0.05).At the same time,the binary logistic regression analysis showed that the degree of hypospadias and the classification of barcat were the prognostic factors of children with hypospadias.The degree of penis bending,the width of penis head and the method of operation were suspicious factors.Conclusion OIF and tip have good effects in the treatment of hypospadias in children.OIF has a higher success rate,tip has a shorter operation time and fewer postoperative complications.However,the independent factors affecting the prognosis of children are preoperative hypospadias classification and barcat classification.This operation method is not an independent factor affecting the prognosis.
5.Construction of the second classroom system for college students based on the cultivation of innovation and entrepreneurship ability
Chunlei HAN ; Zhongwen ZHANG ; Hongwei SUN ; Haixia LIU ; Naibao HU ; Junyan LIU ; Haifeng SHAN ; Jiu WANG
Chinese Journal of Medical Education Research 2023;22(3):473-476
Taking medical statistics major in Binzhou Medical University as an example, based on the outcome-based education theory, in order to enhance the innovation ability of university students, we put forward the systematic second classroom training system, including improving the personnel training system, implementing education, experiment teaching reform, and practice teaching reform. It has achieved outstanding results in the discipline competition, improved social service ability and high degree of employer satisfaction. The systematic second-class talent training system based on the outcome-based education theory can provide reference for other medical colleges and related applied majors.
6.Weak SARS-CoV-2-specific responses of TIGIT-expressing CD8 + T cells in people living with HIV after a third dose of a SARS-CoV-2 inactivated vaccine.
Junyan JIN ; Xiuwen WANG ; Yongzheng LI ; Xiaodong YANG ; Hu WANG ; Xiaoxu HAN ; Jin SUN ; Zhenglai MA ; Junyi DUAN ; Guanghui ZHANG ; Tao HUANG ; Tong ZHANG ; Hao WU ; Xin ZHANG ; Bin SU
Chinese Medical Journal 2023;136(24):2938-2947
BACKGROUND:
T-cell immunoreceptor with immunoglobulin and immunoreceptor tyrosine-based inhibition motif domains (TIGIT), an inhibitory receptor expressed on T cells, plays a dysfunctional role in antiviral infection and antitumor activity. However, it is unknown whether TIGIT expression on T cells influences the immunological effects of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) inactivated vaccines.
METHODS:
Forty-five people living with HIV (PLWH) on antiretroviral therapy (ART) for more than two years and 31 healthy controls (HCs), all received a third dose of a SARS-CoV-2 inactivated vaccine, were enrolled in this study. The amounts, activation, proportion of cell subsets, and magnitude of the SARS-CoV-2-specific immune response of TIGIT + CD4 + and TIGIT + CD8 + T cells were investigated before the third dose but 6 months after the second vaccine dose (0W), 4 weeks (4W) and 12 weeks (12W) after the third dose.
RESULTS:
Compared to that in HCs, the frequency of TIGIT + CD8 + T cells in the peripheral blood of PLWH increased at 12W after the third dose of the inactivated vaccine, and the immune activation of TIGIT + CD8 + T cells also increased. A decrease in the ratio of both T naïve (T N ) and central memory (T CM ) cells among TIGIT + CD8 + T cells and an increase in the ratio of the effector memory (T EM ) subpopulation were observed at 12W in PLWH. Interestingly, particularly at 12W, a higher proportion of TIGIT + CD8 + T cells expressing CD137 and CD69 simultaneously was observed in HCs than in PLWH based on the activation-induced marker assay. Compared with 0W, SARS-CoV-2-specific TIGIT + CD8 + T-cell responses in PLWH were not enhanced at 12W but were enhanced in HCs. Additionally, at all time points, the SARS-CoV-2-specific responses of TIGIT + CD8 + T cells in PLWH were significantly weaker than those of TIGIT - CD8 + T cells. However, in HCs, the difference in the SARS-CoV-2-specific responses induced between TIGIT + CD8 + T cells and TIGIT - CD8 + T cells was insignificant at 4W and 12W, except at 0W.
CONCLUSIONS
TIGIT expression on CD8 + T cells may hinder the T-cell immune response to a booster dose of an inactivated SARS-CoV-2 vaccine, suggesting weakened resistance to SARS-CoV-2 infection, especially in PLWH. Furthermore, TIGIT may be used as a potential target to increase the production of SARS-CoV-2-specific CD8 + T cells, thereby enhancing the effectiveness of vaccination.
Humans
;
Antibodies, Viral
;
CD8-Positive T-Lymphocytes
;
COVID-19/complications*
;
COVID-19 Vaccines/immunology*
;
HIV Infections/complications*
;
Receptors, Immunologic
;
SARS-CoV-2
7.Influence of short-time pasteurization on essential bioactive components and immune cells in human breast milk
Yiding BIAN ; Siyuan JIANG ; Shujuan LI ; Junyan HAN ; Yi YANG ; Chan LIU ; Yun CAO
Chinese Journal of Perinatal Medicine 2021;24(7):503-509
Objective:To explore the influence of short-time pasteurization (62.5±0.5℃ for 5 s) on the main bioactive components and immune cells in human breast milk.Methods:Fresh breast milk was collected from 53 women whose premature infants were admitted to the neonatal intensive care unit of the Children's Hospital of Fudan University from May 2020 to October 2020. Each sample (20 ml) was divided into unsterilized, Holder pasteurized (62.5 ℃ for 30 min), or short-time pasteurized groups. The concentration of secretory immunoglobulin A (sIgA), lactoferrin (LTF), lysozyme (LZM), and insulin-like growth factor binding protein-3 (IGFBP-3) in breastmilk whey were detected by enzyme-linked immunosorbent assay and the number of viable immune cells (leukocytes, monocytes, T cells, and B cells) in breastmilk by flow cytometry.Results:(1) A total of 87 breast milk samples were collected. The levels of sIgA, LTF, and LZM were the highest in the unsterilized group, followed by the short-time and Holder pasteurized group [0.42 mg/ml (0.33-0.65 mg/ml) vs 0.40 mg/ml (0.28-0.62 mg/ml) and 0.25 mg/ml (0.17-0.37 mg/ml); (3.57±1.06) vs (3.53±1.11) and (0.85±0.58) mg/ml; 128.60 μg/ml (77.18-203.00 μg/ml) vs 121.70 μg/ml (68.66-188.20 μg/ml) and 83.40 μg/ml (47.40-151.40 μg/ml); all P<0.05]. There was no significant difference in the level of IGFBP-3 among the groups. The median retention rates of sIgA, LTF, and LZM in the Holder pasteurized group were all lower than those in the short-time pasteurized group [55.87% (46.01%-71.41%) vs 96.93% (83.03%-115.90%); 21.72% (12.54%-29.42%) vs 97.88% (88.98%-104.30%); 69.26% (49.42%-89.08%) vs 93.80% (74.85%-110.20%); all P<0.05]. No significant difference in the level of preserved IGFBP-3 was observed between the three groups ( P>0.05). (2) The number of viable leukocytes, monocytes, T cells, and B cells in the Holder pasteurized group were lower than those in the unsterilized group [leukocytes: 185.50 (87.00-356.50) vs 1 271.00 (540.50-2 283.00); monocytes: 12.00 (6.00-16.75) vs 266.00 (137.30-518.80); T cells: 1.00 (0.00-2.00) vs 47.50 (28.50-116.00); B cells: 1.00 (0.00-1.75) vs 21.00(10.00-41.50); all P<0.05]. The percentage of viable leukocyte to the total leukocyte and the viable monocytes, T cells, and B cells to the viable leukocytes were lower in the Holder pasteurized group than those in the unsterilized group [24.80%(16.00%-36.80%) vs 74.20%(63.55%-86.45%); 5.91%(4.09%-8.77%) vs 21.90%(17.40%-29.30%); 0.31%(0.00%-1.31%) vs 4.00%(2.69%-6.43%); 0.30%(0.00%-0.86%) vs 1.27%(0.57%-2.85%); all P<0.05]. A similar trend was observed between short-time pasteurization and unsterilized groups (all P<0.05). (3) The percentages of viable monocytes, T cells, and B cells in their subsets were lower in both Holder and short-time pasteurized groups than those in the unsterilized group [2.94%(1.33%-7.14%) vs 9.72%(5.77%-16.00%) and 52.60%(31.35%-68.75%); 0.00%(0.00%-1.61%) vs 0.49%(0.00%-2.53%) and 28.10%(10.55%-57.00%); 0.00%(0.00%-0.83%) vs 0.24%(0.00%-2.47%) and 13.80%(3.27%-41.00%); all P<0.05].The number and percentage of viable leukocytes in total leukocytes and viable monocytes in total monocytes [leukocytes: 279.50(116.80-548.50), 32.20%(20.70%-45.75%); monocytes: 32.00(21.00- 83.75),15.60%(11.10%-19.15%)] were higher than those in the pasteurized group (all P>0.05). The short-time pasteurized group was noted only for a higher percentage of the viable monocytes to viable leukocytes than the Holder pasteurized group (all P<0.05). Conclusions:Compared with the Holder pasteurization, sIgA, LTF, LZM level, and monocyte activity in breast milk can be better preserved by short-time pasteurization.
8.Establishment and application of networked full-coverage multi-disciplinary team management mode under hospital administrative guidance
Fansong MENG ; Xiaoqing XU ; Jixiang SONG ; Changchun KANG ; Zhaogang LIU ; Yuchun WEI ; Xiaoyun HAN ; Junyan LIU ; Lei ZHAO ; Jinming YU
Chinese Journal of Hospital Administration 2021;37(5):385-388
Multi-disciplinary team(MDT)mode is regarded as the key to standardized diagnosis and treatment of malignant tumors. The model, however, encounters such roadblocks in the current form of MDT organization, as costly clinical resources and time consumption, low efficiency, poor management of participating experts in MDT, and lack of enforceability of the therapeutic decisions made. This paper summarized the practical MDT experiences of the Affiliated Cancer Hospital of Shandong First Medical University. It introduced the construction of an intranet-based MDT system covering a large proportion of newly diagnosed malignant tumor patients, and the practices and achievements of such MDT management system under hospital administrative guidance. The authors proposed to use reporting ratio as the main assessment indicator in promoting MDT, and that to define the performance, responsibilities and rights in MDT practice. These measures aim at to upgrading individual behaviors of doctors to organizational behaviors of hospitals, and providing cancer patients with more standardized, comprehensive and personalized diagnosis and treatment decisions.
9.Effects of different duration of antiretroviral therapy on metabolism in HIV/AIDS patients
Jing XIAO ; Junyan HAN ; Cuilin LI ; Ying LIU ; Di WANG ; Bei LI ; Leidan ZHANG ; Hongxin ZHAO
Chinese Journal of Experimental and Clinical Virology 2021;35(2):152-157
Objective:To investigate the effects of different durations of antiretroviral therapy (ART) on metabolism in HIV/AIDS patients.Methods:a single center cross-sectional study, 424 HIV/AIDS were divided into four groups according to the different duration of treatment: group Ⅰ (0.5-2 years), group Ⅱ (2-4 years including 2 years), the group Ⅲ (4-6 years including 4 years), group Ⅳ (≥6 years), the differences of abnormal blood lipid, renal function, blood glucose and liver function in each group were compared.Results:incidence of hypercholesteremia: group Ⅰ 9/106 (8.5%), group Ⅱ 17/134 (12.7%), group Ⅲ 22/123 (17.9%), group Ⅳ 4/61 (6.6%), p=0.076; incidence of hypertriglyceridemia: groupⅠ 32/106 (30.2%), group Ⅱ 58/134 (43.3%), group Ⅲ 50/123 (40.7%), group Ⅳ 27/61 (44.3%), p=0.152; incidence of High LDL-C: group Ⅰ 8/106 (7.5%), group Ⅱ 17/134 (12.7%), group Ⅲ 15/123 (12.2%), group Ⅳ 3/61 (4.9%), p=0.249; Incidence of low HDL-C: groupⅠ 48/106 (45.3%), group Ⅱ 66/134 (49.3%), group Ⅲ 55/123 (44.7%), group Ⅳ 33/61 (54.1%), p=0.612; incidence of glomerular filtration rate < 90 ml/min / 1.73 m2: groupⅠ4/106 (3.8%), group Ⅱ 6/134 (4.5%), group Ⅲ 6/123 (4.9%), group Ⅳ 2/61 (3.3%), P=0.953; eGFR was negatively correlated with treatment duration (r=-0.165, P <0.001). Incidence of hypophosphatemia: group Ⅰ 7/106 (6.6%), group Ⅱ 7/134 (5.2%), group Ⅲ 12/123 (9.8%), group Ⅳ 6/61 (9.8%), P=0.478; incidence of hyperuricemia: groupⅠ26/106 (24.5%), group Ⅱ 35/134 (26.1%), group Ⅲ 28/123 (22.8%), group Ⅳ 10/61 (16.4%), P=0.508; incidence of diabetes: groupⅠ1/106 (0.9%), group Ⅱ 9/134 (6.7%), group Ⅲ 6/123 (4.9%), group Ⅳ 3/61 (4.9%), P=0.140; incidence of GGT > 60 U/L: group Ⅰ(21.7%), 23 group Ⅱof 34 (25.4%), 25 group Ⅲ (20.3%), group Ⅳ of 12 (19.7%), P=0.736; incidence of ALT > 50 U/L: groupⅠ(21.7%), 23 group Ⅱ of 33 (24.6%), group Ⅲ of 24 (19.5%), group Ⅳ of 12 (19.7%), p=0.761Conclusion:The types of dyslipidemia in HIV/AIDS patients treated for more than half a year are mainly low HDL-C and hypertriglyceridemia, and the incidence of dyslipidemia does not increase with the prolonging of treatment. It showed a decreasing trend of eGFR with the prolongation of treatment and the occurrence of hypophosphatemia and hyperuricemia should be concerned. The damage of ART drugs to liver function persisted during treatment.
10.Evaluation system for promoting learning based on the phased examination of medical practitioners and its effect evaluation
Jun WANG ; Meng WANG ; Junyan HAN ; Qinggang XU ; Shuli ZHANG ; Xiaojie ZHANG ; Chunqing ZHANG
Chinese Journal of Medical Education Research 2020;19(10):1151-1153
We strive to explore a student-centered evaluation system focused on improving students' learning efficiency and learning effect. Through classroom questioning, discussion of difficult cases, new progress report, question bank test, writing of clerkship notes, simulated inquiry between students with bedside inquiry, physical examination between students with bedside physical examination, operation training of basic clinical skills, direct observation and evaluation of clinical skills, mini-clinical exercise evaluation, graduation examination and other measures, an evaluation system for promoting learning by class evaluation, clerkship evaluation and practice evaluation has been established to cultivate the connotation construction of medical moral quality and clinical practice ability of medical students, and further promote the mastery of basic theoretical knowledge and clinical operation skills. By comparing the results of the phased examination for medical practitioners, the passing rate of 2018 is significantly higher than that of 2017, with 23.31% increased passing rate of theoretical results, and 0.79% increased passing rate of skills operation results. It can be seen that the evaluation system for promoting learning has played a guiding role in the teaching practice of clinical courses in our hospital.


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