1.Advancements in artificial intelligence for the precise diagnosis and treatment of hematological malignancies
Haoxu YANG ; Jie XIONG ; Weili ZHAO
Chinese Journal of Hematology 2025;46(2):186-192
Hematological malignancy is a highly heterogeneous disease with complex biological characteristics and diverse clinical manifestations. Therefore, precise diagnosis and treatment are crucial and urgently needed. To further improve the accuracy of diagnosis and prognostication and to promote personalized therapy, artificial intelligence (AI) has been increasingly used. This study reviewed literature published in the last 5 years and summarized the application, benefits, and drawbacks of AI in the diagnosis, treatment, and prognosis of hematologic malignancies. Although AI can effectively improve the accuracy of diagnosis and therapy, low-quality data, poor interpretability of the model, and limited clinical transformation have impeded its popularization and application. In the future, the clinical application of AI in hematologic malignancy can be accelerated by establishing standards for clinical data processing, integrating multimodal information for accurate diagnosis and prognostication, and conducting systematic clinical verification of model algorithms.
2.Clinical effects of various special forms of the descending branch of the lateral circumflex femoral artery perforator flaps in repairing high-voltage electrical burn wounds on the wrist
Weili DU ; Feng XIONG ; Kexin CHE ; Lin CHENG ; Qiang DAI ; Yuming SHEN
Chinese Journal of Burns 2025;41(1):18-27
Objective:To explore the clinical effects of various special forms of the descending branch of the lateral circumflex femoral artery (DLCFA) perforator flaps in repairing high-voltage electrical burn wounds on the wrist.Methods:This study was a retrospective observational study. From September 2014 to June 2024, 79 male patients with high-voltage electrical burns on the wrist, aged 20 to 62 years and met the inclusion criteria, were admitted to Beijing Jishuitan Hospital Affiliated to Capital Medical University, with wrist high-voltage electrical burn wound (hereinafter referred to as wrist wound) types being classified as type Ⅱ or type Ⅲ. In the early stage after injury, debridement was performed on the patients' wrists. Based on the wound condition and flap indications, the flow-through, lobed, chimeric, flow-through-lobed, lobed-chimeric, flow-through-chimeric, or flow-through-lobed-chimeric DLCFA perforator flap was employed individually, and the flow-through-chimeric DLCFA perforator flap and tensor fascia lata myocutaneous flap were employed in combination to repair the wounds. The donor site wounds were repaired using direct sutures or skin grafting. The number of various DLCFA perforator flaps resected during surgery and the number of various types of wrist wounds repaired were recorded, as well as the closure status of the donor site wound. The postoperative flap survival, occurrence of vascular crisis, wound or suture site healing, and patency of the reconstructed artery in flow-through flaps were recorded. During follow-up, the appearance of the flap, scar formation, and the presence of thigh muscle herniation were observed.Results:Intraoperatively, 11 flow-through DLCFA perforator flaps were resected to repair 11 type Ⅱ wrist wounds, 13 lobed DLCFA perforator flaps were resected to repair 9 type Ⅱ and 4 type Ⅲ wrist wounds, 16 chimeric DLCFA perforator flaps were resected to repair 16 type Ⅱ wrist wounds, 11 flow-through-lobed DLCFA perforator flaps were resected to repair 5 type Ⅱ and 6 type Ⅲ wrist wounds, 10 lobed-chimeric DLCFA perforator flaps were resected to repair 5 type Ⅱ and 5 type Ⅲ wrist wounds, 6 flow-through-chimeric DLCFA perforator flaps were resected to repair 6 type Ⅱ wrist wounds, 7 flow-through-lobed-chimeric DLCFA perforator flaps were resected to repair 7 type Ⅲ wrist wounds, and 5 flow-through-chimeric DLCFA perforator flaps combined with tensor fascia lata myocutaneous flaps were resected to repair 5 type Ⅲ wrist wounds. Seventy-four patients had their donor site wounds closed by direct suturing, while 5 patients had their donor site wounds closed by skin grafting. Postoperatively, the flaps in 3 patients developed vascular crisis, including 1 case of arterial crisis and 2 cases of venous crises but survived after emergency vascular exploration and other treatments; the remaining flaps survived completely. Postoperatively, 3 patients had seepage beneath their flaps, which were closed after dressing changes; the remaining patients' wounds or suture sites all healed. Anteriography showed that all reconstructed arteries in 35 patients who underwent flow-through flap transplantation were patent postoperatively. During the follow-up period of 3 months to 1 year, 20 patients had bloated flap, while the rest had good flap appearance; linear scars were left in the donor sites that underwent direct wound closure, and the skin-grafted areas of the donor site wounds showed no significant patchy hypertrophic scarring; no thigh muscle herniation occurred.Conclusions:Taking the full advantage of perforator flaps, various special forms of the DLCFA perforator flaps are used to repair the three-dimensionally injury wounds caused by high-voltage electrical burns on the wrist, which not only minimizes the damage to the donor site but also allow the recipient site to be well repaired, showing good appearance in the recent follow-up.
3.Advancements in artificial intelligence for the precise diagnosis and treatment of hematological malignancies
Haoxu YANG ; Jie XIONG ; Weili ZHAO
Chinese Journal of Hematology 2025;46(2):186-192
Hematological malignancy is a highly heterogeneous disease with complex biological characteristics and diverse clinical manifestations. Therefore, precise diagnosis and treatment are crucial and urgently needed. To further improve the accuracy of diagnosis and prognostication and to promote personalized therapy, artificial intelligence (AI) has been increasingly used. This study reviewed literature published in the last 5 years and summarized the application, benefits, and drawbacks of AI in the diagnosis, treatment, and prognosis of hematologic malignancies. Although AI can effectively improve the accuracy of diagnosis and therapy, low-quality data, poor interpretability of the model, and limited clinical transformation have impeded its popularization and application. In the future, the clinical application of AI in hematologic malignancy can be accelerated by establishing standards for clinical data processing, integrating multimodal information for accurate diagnosis and prognostication, and conducting systematic clinical verification of model algorithms.
4.Clinical effects of various special forms of the descending branch of the lateral circumflex femoral artery perforator flaps in repairing high-voltage electrical burn wounds on the wrist
Weili DU ; Feng XIONG ; Kexin CHE ; Lin CHENG ; Qiang DAI ; Yuming SHEN
Chinese Journal of Burns 2025;41(1):18-27
Objective:To explore the clinical effects of various special forms of the descending branch of the lateral circumflex femoral artery (DLCFA) perforator flaps in repairing high-voltage electrical burn wounds on the wrist.Methods:This study was a retrospective observational study. From September 2014 to June 2024, 79 male patients with high-voltage electrical burns on the wrist, aged 20 to 62 years and met the inclusion criteria, were admitted to Beijing Jishuitan Hospital Affiliated to Capital Medical University, with wrist high-voltage electrical burn wound (hereinafter referred to as wrist wound) types being classified as type Ⅱ or type Ⅲ. In the early stage after injury, debridement was performed on the patients' wrists. Based on the wound condition and flap indications, the flow-through, lobed, chimeric, flow-through-lobed, lobed-chimeric, flow-through-chimeric, or flow-through-lobed-chimeric DLCFA perforator flap was employed individually, and the flow-through-chimeric DLCFA perforator flap and tensor fascia lata myocutaneous flap were employed in combination to repair the wounds. The donor site wounds were repaired using direct sutures or skin grafting. The number of various DLCFA perforator flaps resected during surgery and the number of various types of wrist wounds repaired were recorded, as well as the closure status of the donor site wound. The postoperative flap survival, occurrence of vascular crisis, wound or suture site healing, and patency of the reconstructed artery in flow-through flaps were recorded. During follow-up, the appearance of the flap, scar formation, and the presence of thigh muscle herniation were observed.Results:Intraoperatively, 11 flow-through DLCFA perforator flaps were resected to repair 11 type Ⅱ wrist wounds, 13 lobed DLCFA perforator flaps were resected to repair 9 type Ⅱ and 4 type Ⅲ wrist wounds, 16 chimeric DLCFA perforator flaps were resected to repair 16 type Ⅱ wrist wounds, 11 flow-through-lobed DLCFA perforator flaps were resected to repair 5 type Ⅱ and 6 type Ⅲ wrist wounds, 10 lobed-chimeric DLCFA perforator flaps were resected to repair 5 type Ⅱ and 5 type Ⅲ wrist wounds, 6 flow-through-chimeric DLCFA perforator flaps were resected to repair 6 type Ⅱ wrist wounds, 7 flow-through-lobed-chimeric DLCFA perforator flaps were resected to repair 7 type Ⅲ wrist wounds, and 5 flow-through-chimeric DLCFA perforator flaps combined with tensor fascia lata myocutaneous flaps were resected to repair 5 type Ⅲ wrist wounds. Seventy-four patients had their donor site wounds closed by direct suturing, while 5 patients had their donor site wounds closed by skin grafting. Postoperatively, the flaps in 3 patients developed vascular crisis, including 1 case of arterial crisis and 2 cases of venous crises but survived after emergency vascular exploration and other treatments; the remaining flaps survived completely. Postoperatively, 3 patients had seepage beneath their flaps, which were closed after dressing changes; the remaining patients' wounds or suture sites all healed. Anteriography showed that all reconstructed arteries in 35 patients who underwent flow-through flap transplantation were patent postoperatively. During the follow-up period of 3 months to 1 year, 20 patients had bloated flap, while the rest had good flap appearance; linear scars were left in the donor sites that underwent direct wound closure, and the skin-grafted areas of the donor site wounds showed no significant patchy hypertrophic scarring; no thigh muscle herniation occurred.Conclusions:Taking the full advantage of perforator flaps, various special forms of the DLCFA perforator flaps are used to repair the three-dimensionally injury wounds caused by high-voltage electrical burns on the wrist, which not only minimizes the damage to the donor site but also allow the recipient site to be well repaired, showing good appearance in the recent follow-up.
5.Study on immunogenic cell death related proteins in nasopharyngeal carcinoma patients before and after radiotherapy
Jinhua LONG ; Lu XU ; Weili WU ; Xiuling LUO ; Xiaoxiao CHEN ; Cui LONG ; Linmei ZENG ; Xianhuai JIN ; Wei WANG ; Chunyan SHAO ; Wei XIONG ; Feng JIN ; Zhu ZENG
Chinese Journal of Radiation Oncology 2023;32(10):886-891
Objective:To explore the effect of clinical conventional fractionated dose radiation on the expression levels of immunogenic cell death (ICD) related proteins in patients with nasopharyngeal carcinoma (NPC).Methods:A total of 38 newly-treated NPC patients admitted to the Affiliated Cancer Hospital of Guizhou Medical University from November 2020 to December 2021 were enrolled, all of whom received induction chemotherapy and concurrent chemoradiotherapy, and another 20 healthy volunteers were selected as controls for a prospective study. The contents of ICD related proteins, namely calreticulin (CRT), high mobility group box 1 protein (HMGB-1) and heat shock protein 70 (HSP70) and the proportion of dendritic cell (DC) in the peripheral blood of patients were detected before treatment, after induction chemotherapy and after concurrent chemoradiotherapy, respectively. The correlation between the above indicators, general clinical data and short-term efficacy was analyzed by statistical methods such as t-test and analysis of variance (ANOVA). Results:The levels of HSP70 and HMGB-1 in peripheral blood of NPC patients before treatment were higher than those of healthy controls (both P<0.05). After concurrent chemoradiotherapy, the content of CRT was significantly higher than that before treatment ( P<0.05), whereas the difference before and after induction chemotherapy and the difference before and after concurrent chemoradiotherapy were not significantly correlated with the short-term efficacy of NPC patients. HSP70 level was significantly decreased after concurrent chemoradiotherapy ( P<0.001). There were no significant differences in the content of HMGB-1 after induction chemotherapy and concurrent chemoradiotherapy (both P>0.05). Conclusion:NPC patients receiving TPF regimen (docetaxel+cisplatin+fluorouracil) for induction chemotherapy and sequential cisplatin concurrent chemotherapy may induce ICD in NPC cells, and CRT has potential value in reflecting the clinical efficacy of NPC.
6.PINK1 kinase dysfunction triggers neurodegeneration in the primate brain without impacting mitochondrial homeostasis.
Weili YANG ; Xiangyu GUO ; Zhuchi TU ; Xiusheng CHEN ; Rui HAN ; Yanting LIU ; Sen YAN ; Qi WANG ; Zhifu WANG ; Xianxian ZHAO ; Yunpeng ZHANG ; Xin XIONG ; Huiming YANG ; Peng YIN ; Huida WAN ; Xingxing CHEN ; Jifeng GUO ; Xiao-Xin YAN ; Lujian LIAO ; Shihua LI ; Xiao-Jiang LI
Protein & Cell 2022;13(1):26-46
In vitro studies have established the prevalent theory that the mitochondrial kinase PINK1 protects neurodegeneration by removing damaged mitochondria in Parkinson's disease (PD). However, difficulty in detecting endogenous PINK1 protein in rodent brains and cell lines has prevented the rigorous investigation of the in vivo role of PINK1. Here we report that PINK1 kinase form is selectively expressed in the human and monkey brains. CRISPR/Cas9-mediated deficiency of PINK1 causes similar neurodegeneration in the brains of fetal and adult monkeys as well as cultured monkey neurons without affecting mitochondrial protein expression and morphology. Importantly, PINK1 mutations in the primate brain and human cells reduce protein phosphorylation that is important for neuronal function and survival. Our findings suggest that PINK1 kinase activity rather than its mitochondrial function is essential for the neuronal survival in the primate brains and that its kinase dysfunction could be involved in the pathogenesis of PD.
7.Efficacy and prognostic analysis of ICE regimen for 84 patients with relapsed/refractory diffuse large B-cell lymphoma
Bingbing ZHAO ; Muchen ZHANG ; Jie HAO ; Zhenyu LIU ; Hong XIONG ; Weili ZHAO ; Li WANG
Journal of Shanghai Jiaotong University(Medical Science) 2017;37(6):752-757
Objective · To evaluate the efficacy and prognostic factors of ifosfamide-cisplatin-etoposide (ICE) chemotherapy as salvage regimen for patients with relapsed/refractory diffuse large B-cell lymphoma (DLBCL).Methods · A retrospective analysis was performed on 84 relapsed/refractory DLBCL patients who were treated with ICE salvage regimen at Ruijin Hospital (Shanghai Jiao Tong University School of Medicine,China) from July 2004 to June 2016.Overall survival (OS) was analyzed by Kaplan-Meier method and multivariate Cox proportional hazards models.Results· Of the 84 patients who were treated with ICE regimen,37 (44.0%) patients had responses,including 26 (31.0%) achieving complete remission.The median number of cycles per patient was 3 (range 1-6 cycles).The 1-year and 2-year OS rates were 49.5% and 30.0%,respectively.The median OS time was 12.2 months.On univariate analysis,patients with early progression/recurrence (P=0.041) and a high-intermediate/high risk according to the international prognostic index (IPI) (P=0.024) and NCCN-IPI (P=0.002) had poorer outcomes.While improved outcome was found in patients in complete remission after chemotherapy (P=0.000).The multivariate analysis revealed that the intermediate-high/high risk according to NCCN-IPI was an independent risk factor,and remission after chemotherapy was an independent prognostic factor for prolonging survival.Conclusion· The ICE regimen can be used as an effective salvage therapy for patients with relapsed/refractory DLBCL.
8. Ventilator-associated pneumonia among premature infants <34 weeks′ gestational age in neonatal intensive care unit in China: a multicenter study
Shujuan LI ; Weili YAN ; Qi ZHOU ; Shuping HAN ; Jinzhen GUO ; Shiwen XIA ; Shah VIBHUTI ; Sannan WANG ; Yong JI ; Changyi YANG ; Chuanzhong YANG ; Ruobing SHAN ; Ling LIU ; Bin YI ; Jiangqin LIU ; Zhenlang LIN ; Yang WANG ; Ling HE ; Mingxia LI ; Xinnian PAN ; Yan GUO ; Ling CHEN ; Cuiqing LIU ; Qin ZHOU ; Xiaoying LI ; Hong XIONG ; Yujie QI ; Mingyan HEI ; Yun CAO ; Siyuan JIANG ; Yi ZHANG ; K. Lee SHOO
Chinese Journal of Pediatrics 2017;55(3):182-187
Objective:
To investigate the incidence and pathogen distribution of ventilator-associated pneumonia (VAP) among preterm infants admitted to level Ⅲ neonatal intensive care units (NICU) in China.
Method:
A prospective study was conducted in 25 level Ⅲ NICU, enrolling all preterm infants <34 weeks gestational age admitted to the participating NICU within the first 7 days of life from May 2015 to April 2016. Chi-square test,
9.Clinical Study on Long-snake Moxibustion for Asthma Due to Deficiency of Lung and Spleen
Guanyu XIONG ; Xiaoyong QIN ; Yincheng HUO ; Weili ZHENG ; Zhimeng WANG ; Yong CHEN
Shanghai Journal of Acupuncture and Moxibustion 2014;(10):910-912
Objective To observe the clinical efficacy of long-snake moxibustion in treating asthma due to deficiency of lung and spleen. Method Seventy patients were randomized into a treatment group and a control group. The treatment group was intervened by using long-snake moxibustion, while the control group was by regular acupuncture treatment. The therapeutic efficacy was evaluated after 1-month treatment. Result In the treatment group, 22 subjects showed marked efficacy, 27 showed effective, 6 failed, and the total effective rate was 89.1%; in the control group, 18 subjects showed marked efficacy, 25 showed effective, 12 failed, and the total effective rate was 78.2%. The therapeutic efficacy of the treatment group was significantly higher than that of the acupuncture group(P<0.05). Conclusion Long-snake moxibustion can produce a higher therapeutic efficacy than regular acupuncture in treating asthma due to deficiency of lung and spleen.
10.Preventive efficacy of oral small-dose thyroid hormone tablet premedication for a short time on euthyroid sick syndrome in children undergoing open heart surgery under cardiopulmonary bypass
Quanyong YANG ; Fushan XUE ; Yuliang XUE ; Yaxin WANG ; Yachao XU ; Xu LIAO ; Jun XIONG ; Yujing YUAN ; Qiang WANG ; Shan LI ; Weili WANG
Chinese Journal of Anesthesiology 2010;30(9):1058-1061
Objective To evaluate the preventive efficacy of oral small-dose thyroid hormone tablet premedication for a short time on euthyroid sick syndrome (ESS) in children undergoing open heart surgery under cardiopulmonary bypass (CPB) .Methods Forty ASA Ⅰ or Ⅱ children aged 3-12 yr, weighing 10-30 kg, scheduled for elective congenital heart disease surgery under CPB, were randomly allocated into 2 groups ( n = 20 each):placebo group (group P) and thyroid hormone tablet group (group T). Group T received oral thyroid hormone tablets 0.4 mg/kg every day for 4 consecutive days before surgery, while group C were given placebo. CPB was routinely established, and mild hypothermia, moderate hemodilution and high flow perfusion were adopted. Blood samples were taken from radial veins before administration (baseline) and on 1st, 2nd and 4th day after surgery to detect the serum concentrations of triiodothyronine (T3), thyroxine (T4) and thyroid stimulating hormone (TSH).SP, DP and HR were recorded before administration, immediately after surgery, and on 1st and 2nd day after surgery. The endotracheal extubation time, length of ICU stay, application of positive inotropic agents and occurrence of ESS were recorded. Results No significant difference was found in hemodynamic parameters, endotracheal extubation time and length of ICU stay between the two groups ( P > 0.05). As compared with the baseline values,the serum T3 levels on 1st, 2nd and 4th day after surgery, and the serum TSH levels on 1 st day after surgery were significantly decreased in the two groups, and the serum T4 levels were significantly decreased on 1 st day after surgery in group P ( P < 0.05). The serum levels of T3 and T4 were significantly higher, the severity of postoperative ESS and the number of positive inotropic agent administration were significantly lower in group T than in group P (P < 0.05 ). Conclusion Although oral small-dose thyroid hormone tablet premedication for 4 days (0.4 mg/kg per day) can reduce the severity of postoperative ESS, but it can not prevent the occurrence of ESS in children undergoing open heart surgery under CPB.

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