1.Correlation between music APP listening habits and depression tendency in college students based on SMOTEENN algorithm
Xinqiao HUANG ; Hui ZHU ; Hao QU ; Yazhou WU ; Qiuyue SONG
Journal of Army Medical University 2024;46(23):2670-2680
Objective To investigate the influencing factors for tendency towards depression in college students having music listening habits with music APP,and develop a prediction model and further optimize it.Methods A total of 1 157 college students were subjected with convenient sampling and surveyed with questionaires between April and May 2023.Univariate analysis and logistic regression analysis were employed to identify the influencing factors.Then a prediction model was constructed based on these factors.SMOTEENN over-sampling algorithm was utilized to enhance the dataset and construct the prediction model.Results Logistic regression analysis revealed that female(OR=1.730,95%CI:1.257~2.396),senior grade(OR=2.649,95%CI:1.198~7.506),postgraduate grade(OR=2.041,95%CI:1.231~3.885),major in Science(OR=1.573,95%CI:1.052~2.350),listening for a duration of 0.5~2 h(OR=1.661,95%CI:1.011~2.695),music style of melancholy(OR=2.668,95%CI:1.701~4.226)and of nostalgia(OR=1.751,95%CI:1.086~2.837),and frequency of comments on 0~5%of songs(OR=2.938,95%CI:1.018~8.417)were independent risk factors for depressive tendency.Time since listening to music for 1~3 years(OR=0.547,95%CI:0.347~0.872),listening to music from 14:00 to 18:00(OR=0.375,95%CI:0.167~0.845)and 18:00 to 21:00(OR=0.313,95%CI:0.148~0.671),and preference for Chinese style songs(OR=0.711,95%CI:0.541~0.941)were independent protective factors.The logistic early warning model based on SMOTEENN algorithm demonstrated optimal predictive performance with an AUC value of 0.923.Conclusion Our constructed logistic regression model has identified 9 independent influencing factors associated with depression tendency among college students.The early warning model based on SMOTEENN algorithm can predict the depression tendency more accurately for college students.
2.Differences in Clinical Characteristics and Surgical Outcomes of Patients with Ischemic and Hemorrhagic Pituitary Adenomas
Jingpeng LIU ; Peng HUANG ; Xiaoqing ZHANG ; Yong CHEN ; Xin ZHENG ; Rufei SHEN ; Xuefeng TANG ; Hui YANG ; Song LI
Journal of Korean Neurosurgical Society 2023;66(1):72-81
Objective:
: Ischemia and hemorrhage of pituitary adenomas (PA) caused important clinical syndrome. However, the differences on clinical characteristics and surgical outcomes between these two kinds apoplexy were less reported.
Methods:
: A retrospective analysis was made of patients with pituitary apoplexy between January 2013 and June 2018. Baseline and clinical characteristics before surgery were reviewed. All patients underwent transsphenoidal surgery and were followed up at least 1 year.
Results:
: Total 67 cases (5.8%) among 1147 pituitary tumor patients were enrolled, which consisted of 28 (~2.4%) ischemic PA and 39 (~3.4%) hemorrhagic PA. There were more male patients in the ischemic group compared with hemorrhagic group (78.6% vs 53.8%, p=0.043). However, the mean age, tumor size and functional tumor ratio were significant higher in the hemorrhagic group. Headache was more common in ischemic PA (82.1%) than that of hemorrhagic PA (51.3%, p=0.011). Magnetic resonance imaging findings found that mucosal thickening and enhancement of the sphenoid sinus was observed in 15 ischemic PA patients (n=27, 55.6%), but none in patients with hemorrhagic PA (n=38, p<0.0001). It was worth noting that the rate of pre-surgical hypopituitarism in ischemic PA patients were seemed higher than that in hemorrhagic PA patients, but not significant. The two groups got a total tumor resection rate at 94.1% and 92.9%, independently. No significant difference on the operative time, blood loss in operation and complications in perioperative period was observed in two groups. After operation, cranial nerve symptoms recovered to normal at 81.8% of ischemic PA patients and 82.6% of hemorrhagic PA patients. Importantly, the incidence of postoperative hypopituitarism partially decreased in both groups, among which the rate of hypothyroidism in ischemic PA patients significantly decreased from 46.4% to 18.5% (p=0.044).
Conclusion
: Patients with ischemic PA presented different clinical characteristics to the hemorrhagic ones. Transsphenoidal surgery should be considered for the patients with neuro-ophthalmic deficits and might benefit for pituitary function recovery of the apoplectic adenoma patients, especially pituitary thyroid axis in ischemic PA patients.
3.Connexin 43-modified bone marrow stromal cells reverse the imatinib resistance of K562 cells via Ca 2+ -dependent gap junction intercellular communication.
Xiaoping LI ; Yunshuo XIAO ; Xiaoqi WANG ; Ruihao HUANG ; Rui WANG ; Yi DENG ; Jun RAO ; Qiangguo GAO ; Shijie YANG ; Xi ZHANG
Chinese Medical Journal 2023;136(2):194-206
BACKGROUND:
Imatinib mesylate (IM) resistance is an emerging problem for chronic myeloid leukemia (CML). Previous studies found that connexin 43 (Cx43) deficiency in the hematopoietic microenvironment (HM) protects minimal residual disease (MRD), but the mechanism remains unknown.
METHODS:
Immunohistochemistry assays were employed to compare the expression of Cx43 and hypoxia-inducible factor 1α (HIF-1α) in bone marrow (BM) biopsies of CML patients and healthy donors. A coculture system of K562 cells and several Cx43-modified bone marrow stromal cells (BMSCs) was established under IM treatment. Proliferation, cell cycle, apoptosis, and other indicators of K562 cells in different groups were detected to investigate the function and possible mechanism of Cx43. We assessed the Ca 2+ -related pathway by Western blotting. Tumor-bearing models were also established to validate the causal role of Cx43 in reversing IM resistance.
RESULTS:
Low levels of Cx43 in BMs were observed in CML patients, and Cx43 expression was negatively correlated with HIF-1α. We also observed that K562 cells cocultured with BMSCs transfected with adenovirus-short hairpin RNA of Cx43 (BMSCs-shCx43) had a lower apoptosis rate and that their cell cycle was blocked in G0/G1 phase, while the result was the opposite in the Cx43-overexpression setting. Cx43 mediates gap junction intercellular communication (GJIC) through direct contact, and Ca 2+ is the key factor mediating the downstream apoptotic pathway. In animal experiments, mice bearing K562, and BMSCs-Cx43 had the smallest tumor volume and spleen, which was consistent with the in vitro experiments.
CONCLUSIONS
Cx43 deficiency exists in CML patients, promoting the generation of MRD and inducing drug resistance. Enhancing Cx43 expression and GJIC function in the HM may be a novel strategy to reverse drug resistance and promote IM efficacy.
Animals
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Humans
;
Mice
;
Apoptosis
;
Bone Marrow Cells
;
Cell Communication
;
Connexin 43/genetics*
;
Gap Junctions/metabolism*
;
Imatinib Mesylate/therapeutic use*
;
K562 Cells
;
Leukemia, Myelogenous, Chronic, BCR-ABL Positive/pathology*
;
Mesenchymal Stem Cells/metabolism*
;
Tumor Microenvironment
;
Calcium/metabolism*
4.Activation of Dopamine D2 Receptors Alleviates Neuronal Hyperexcitability in the Lateral Entorhinal Cortex via Inhibition of HCN Current in a Rat Model of Chronic Inflammatory Pain.
Shi-Hao GAO ; Yong TAO ; Yang ZHU ; Hao HUANG ; Lin-Lin SHEN ; Chang-Yue GAO
Neuroscience Bulletin 2022;38(9):1041-1056
Functional changes in synaptic transmission from the lateral entorhinal cortex to the dentate gyrus (LEC-DG) are considered responsible for the chronification of pain. However, the underlying alterations in fan cells, which are the predominant neurons in the LEC that project to the DG, remain elusive. Here, we investigated possible mechanisms using a rat model of complete Freund's adjuvant (CFA)-induced inflammatory pain. We found a substantial increase in hyperpolarization-activated/cyclic nucleotide-gated currents (Ih), which led to the hyperexcitability of LEC fan cells of CFA slices. This phenomenon was attenuated in CFA slices by activating dopamine D2, but not D1, receptors. Chemogenetic activation of the ventral tegmental area -LEC projection had a D2 receptor-dependent analgesic effect. Intra-LEC microinjection of a D2 receptor agonist also suppressed CFA-induced behavioral hypersensitivity, and this effect was attenuated by pre-activation of the Ih. Our findings suggest that down-regulating the excitability of LEC fan cells through activation of the dopamine D2 receptor may be a strategy for treating chronic inflammatory pain.
Animals
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Chronic Pain
;
Entorhinal Cortex/metabolism*
;
Hyperpolarization-Activated Cyclic Nucleotide-Gated Channels
;
Neurons/metabolism*
;
Rats
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Receptors, Dopamine D1/metabolism*
;
Receptors, Dopamine D2
5.Current status and prospects of hematopoietic stem cell transplantation in China
Xiaoqi WANG ; Ruihao HUANG ; Xiaohui ZHANG ; Xi ZHANG
Chinese Medical Journal 2022;135(12):1394-1403
Hematopoietic stem cell transplantation (HSCT) is a highly effective and unique medical procedure for the treatment of most hematological malignancies. The first allogeneic transplantation was performed by E. Donnall Thomas in 1957. Since then, the field has evolved and expanded worldwide. The first successful allogenic HSCT (allo-HSCT) in China was conducted in 1981. Although the development of allo-HSCT in China lagged, China has since made considerable contributions to the process of HSCT worldwide, with more than 10,000 HSCTs performed annually. In particular, haploid HSCT (haplo-HSCT) technology represented in the Beijing Protocol has demonstrated similar efficacy to human leukocyte antigen-matched HSCT and has gradually become the pre-dominant choice for allo-HSCT in China. Currently, the number of haplo-HSCT procedures exceeds 5000 per year, and the Beijing Protocol has been greatly improved by implementing updated individualized strategies for controlling complications, relapse, and infection management. In addition, innovative haplo-HSCT technologies developed by different medical transplantation centers, such as Soochow, Zhejiang, Fujian, Chongqing, and Anhui, have emerged, providing inspiration for the refinement of global practice. This review will focus on the current activity in this field and highlight important trends that are vital in China’s allo-HSCT process, examining the current viewpoint and future directions.
6.A multicenter retrospective study on the real-world outcomes of autologous vs. allogeneic hematopoietic stem cell transplantation for peripheral T-cell lymphoma in China.
Zhen-Yang GU ; Yu-Jun DONG ; Xiao-Rui FU ; Nai-Nong LI ; Yao LIU ; Xiao-Xiong WU ; Yi-Ni WANG ; Yu-Hang LI ; Han-Yun REN ; Ming-Zhi ZHANG ; Xiao-Fan LI ; Mai-Hong WANG ; Ya-Mei WU ; Dai-Hong LIU ; Zhao WANG ; Liang-Ding HU ; Wen-Rong HUANG
Chinese Medical Journal 2021;134(13):1584-1592
BACKGROUND:
There were few studies on real-world data about autologous hematopoietic stem cell transplantation (auto-HSCT) or allogeneic HSCT (allo-HSCT) in peripheral T-cell lymphoma (PTCL). This study aimed to investigate the clinical outcomes of patients who received auto-HSCT or allo-HSCT in China.
METHODS:
From July 2007 to June 2017, a total of 128 patients who received auto-HSCT (n = 72) or allo-HSCT (n = 56) at eight medical centers across China were included in this study. We retrospectively collected their demographic and clinical data and compared the clinical outcomes between groups.
RESULTS:
Patients receiving allo-HSCT were more likely to be diagnosed with stage III or IV disease (95% vs. 82%, P = 0.027), bone marrow involvement (42% vs. 15%, P = 0.001), chemotherapy-resistant disease (41% vs. 8%, P = 0.001), and progression disease (32% vs. 4%, P < 0.001) at transplantation than those receiving auto-HSCT. With a median follow-up of 30 (2-143) months, 3-year overall survival (OS) and progression-free survival (PFS) in the auto-HSCT group were 70%(48/63) and 59%(42/63), respectively. Three-year OS and PFS for allo-HSCT recipients were 46%(27/54) and 44%(29/54), respectively. There was no difference in relapse rate (34%[17/63] in auto-HSCT vs. 29%[15/54] in allo-HSCT, P = 0.840). Three-year non-relapse mortality rate in auto-HSCT recipients was 6%(4/63) compared with 27%(14/54) for allo-HSCT recipients (P = 0.004). Subanalyses showed that patients with lower prognostic index scores for PTCL (PIT) who received auto-HSCT in an upfront setting had a better outcome than patients with higher PIT scores (3-year OS: 85% vs. 40%, P = 0.003). Patients with complete remission (CR) undergoing auto-HSCT had better survival (3-year OS: 88% vs. 48% in allo-HSCT, P = 0.008). For patients beyond CR, the outcome of patients who received allo-HSCT was similar to that in the atuo-HSCT group (3-year OS: 51% vs. 46%, P = 0.300).
CONCLUSIONS
Our study provided real-world data about auto-HSCT and allo-HSCT in China. Auto-HSCT seemed to be associated with better survival for patients in good condition (lower PIT score and/or better disease control). For patients possessing unfavorable characteristics, the survival of patients receiving allo-HSCT group was similar to that in the auto-HSCT group.
China
;
Hematopoietic Stem Cell Transplantation
;
Humans
;
Lymphoma, T-Cell, Peripheral/therapy*
;
Neoplasm Recurrence, Local
;
Retrospective Studies
;
Transplantation, Autologous
;
Transplantation, Homologous
;
Treatment Outcome
7.Recommendations from Experts in the Management of Adverse Reactions to ALK Inhibitors (2021 Version).
Ke WANG ; Juan LI ; Jianguo SUN ; Li LI ; Xi ZHANG ; Jianyong ZHANG ; Min YU ; Xianwei YE ; Ming ZHANG ; Yu ZHANG ; Wenxiu YAO ; Meijuan HUANG
Chinese Journal of Lung Cancer 2021;24(12):815-828
Anaplastic lymphoma kinase (ALK) fusion gene, as a tumor driver gene, was crucial for the occurrence and development of non-small cell lung cancer (NSCLC). Recently, targeted ALK fusion gene has become the main treatment method for ALK-positive NSCLC. The first and second generation ALK inhibitors (ALKi), such as crizotinib, ceritinib, alectinib and ensartinib have been approved in China. However, there was no guidance for the management of ALKi adverse reactions. Therefore, this "Recommendations from experts in the management of adverse reactions to ALK inhibitors (2021 version)" has been summarized, led by Lung Cancer Professional Committee of Sichuan Cancer Society and Sichuan Medical Quality Control Center for Tumor Diseases, to provide practical and feasible strategies for clinical ALKi management specification of adverse reactions.
.
Carcinoma, Non-Small-Cell Lung
;
Crizotinib
;
Humans
;
Lung Neoplasms/genetics*
;
Protein Kinase Inhibitors/adverse effects*
;
Receptor Protein-Tyrosine Kinases/antagonists & inhibitors*
8.Optimization of Ultrasonic-assisted Ethanol- (NH4)2SO4 Aqueous Two-phase Extraction of Citrusinol from Desmo- dium caudatum by Box-Behnken Design-response Surface Methodology
Zhoufeng HUANG ; Xiaoxi HU ; Jianyou HUANG ; Xiao TAN ; Guoshou LU ; Xinqiao LIANG
China Pharmacy 2020;31(9):1085-1090
OBJECTIVE:To optimize ultrasonic-assisted ethanol-(NH4)2SO4 aqueous two-phase extraction technology of citru- sinol from Desmodium caudatum . METHODS :Using the content of citrusinol as indexes ,with ethanol volume fraction , solid-liquid ratio ,(NH4)2SO4 addition amount ,ultrasonic time and ultrasonic temperature as factors ,based on the single factor tests,Box-Behnken design-response surface methodology was used to optimize the extraction technology of citrusinol. RESULTS : The optimized extraction technology of citrusinol included that ethanol volume fraction was 95.35%,the solid-liquid ratio was 1∶50.35 (g/mL),(NH4)2SO4 addition amount was 4.49 g,ultrasonic time was 48.7 min,ultrasonic temperature was 57.6 ℃. In 3 times of validation tests ,the extraction rates of citrusinol were 0.637 8,0.638 4,0.625 4 mg/g,respectively,which was close to predicted value(0.630 5 mg/g). CONCLUSIONS :The optimized ultrasonic-assisted ethanol- (NH4)2SO4 aqueous two-phase extraction technology is stable and feasible ,and can be used for the extraction of citrusinol from D. caudatum .
9. Outcomes of 33 patients with anaplastic large cell lymphoma treated after hematopoietic stem cell transplantation
Ning LU ; Xiaofan LI ; Yujun DONG ; Yini WANG ; Xiaorui FU ; Yamei WU ; Yuhang LI ; Maihong WANG ; Nainong LI ; Hanyun REN ; Zhao WANG ; Mingzhi ZHANG ; Xiaoxiong WU ; Liangding HU ; Yao LIU ; Wenrong HUANG
Chinese Journal of Hematology 2020;41(2):117-122
Objective:
To explore the efficacy and prognostic factors of hematopoietic stem cell transplantation (HSCT) for the treatment of patients with anaplastic large cell lymphoma (ALCL) .
Methods:
The clinical records of 33 ALCL patients after HSCT were collected and analyzed retrospectively to evaluate the rates of overall survival (OS) and recurrence after autologous (auto-HSCT) and allogeneic HSCT (allo-HSCT) and the factors influencing prognosis.
Results:
The median-age of this cohort of 33 ALCL cases at diagnosis was 31 (12-57) years old with a male/female ratio of 23/10, 24 cases (72.7%) were ALK+ and 9 ones (27.3%) ALK-. Of them, 25 patients (19 ALK+ and 6 ALK-) underwent auto-HSCT and 8 cases (5 ALK+ and 3ALK-) allo-HSCT with a median follow-up of 18.7 (4.0-150.0) months. Disease states before HSCT were as follows: only 6 patients achieved CR status and received auto-HSCT, 16 patients achieved PR (14 cases by auto-HSCT and 2 ones allo-HSCT) , the rest 11 cases were refractory/relapse (5 cases by auto-HSCT and 6 ones allo-HSCT) . There were 7 cases died of disease progression (5 after auto-HSCT and 2 allo-HSCT) and 5 cases treatment-related mortality (TRM) (2 after auto-HSCT and 3 allo-HSCT) , TRM of two groups were 8.0% and 37.5%, respectively. Both the median progression-free survival (PFS) and OS were 15 months after auto-HSCT, the median PFS and OS after allo-HSCT were 3.7 (1.0-90.0) and 4.6 (1.0-90.0) months, respectively. There was no statistically significant difference in terms of survival curves between the two groups (OS and PFS,
10.Outcomes of 33 patients with anaplastic large cell lymphoma treated after hematopoietic stem cell transplantation.
Ning LU ; Xiao Fan LI ; Yu Jun DONG ; Yi Ni WANG ; Xiao Rui FU ; Ya Mei WU ; Yu Hang LI ; Mai Hong WANG ; Nai Nong LI ; Han Yun REN ; Zhao WANG ; Ming Zhi ZHANG ; Xiao Xiong WU ; Liang Ding HU ; Yao LIU ; Wen Rong HUANG
Chinese Journal of Hematology 2020;41(2):117-122
Objective: To explore the efficacy and prognostic factors of hematopoietic stem cell transplantation (HSCT) for the treatment of patients with anaplastic large cell lymphoma (ALCL) . Methods: The clinical records of 33 ALCL patients after HSCT were collected and analyzed retrospectively to evaluate the rates of overall survival (OS) and recurrence after autologous (auto-HSCT) and allogeneic HSCT (allo-HSCT) and the factors influencing prognosis. Results: The median-age of this cohort of 33 ALCL cases at diagnosis was 31 (12-57) years old with a male/female ratio of 23/10, 24 cases (72.7%) were ALK(+) and 9 ones (27.3%) ALK(-). Of them, 25 patients (19 ALK(+) and 6 ALK(-)) underwent auto-HSCT and 8 cases (5 ALK(+) and 3ALK(-)) allo-HSCT with a median follow-up of 18.7 (4.0-150.0) months. Disease states before HSCT were as follows: only 6 patients achieved CR status and received auto-HSCT, 16 patients achieved PR (14 cases by auto-HSCT and 2 ones allo-HSCT) , the rest 11 cases were refractory/relapse (5 cases by auto-HSCT and 6 ones allo-HSCT) . There were 7 cases died of disease progression (5 after auto-HSCT and 2 allo-HSCT) and 5 cases treatment-related mortality (TRM) (2 after auto-HSCT and 3 allo-HSCT) , TRM of two groups were 8.0% and 37.5%, respectively. Both the median progression-free survival (PFS) and OS were 15 months after auto-HSCT, the median PFS and OS after allo-HSCT were 3.7 (1.0-90.0) and 4.6 (1.0-90.0) months, respectively. There was no statistically significant difference in terms of survival curves between the two groups (OS and PFS, P=0.247 and P=0.317) . The 2-year OS rates in auto-HSCT and allo-HSCT groups were 72% and 50%, respectively. The 5-year OS rates in auto-HSCT and allo-HSCT groups were 36% and 25%, respectively. Conclusion: ALCL treated by chemotherapy produced high rates of overall and complete responses. Chemotherapy followed by auto-HSCT remained to be good choice for patients with poor prognostic factors. High-risk patients should be considered more beneficial from allo-HSCT.
Adolescent
;
Adult
;
Child
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Female
;
Hematopoietic Stem Cell Transplantation
;
Humans
;
Lymphoma, Large-Cell, Anaplastic/therapy*
;
Male
;
Middle Aged
;
Neoplasm Recurrence, Local
;
Retrospective Studies
;
Transplantation, Autologous
;
Transplantation, Homologous
;
Treatment Outcome
;
Young Adult

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