1.Effect of childhood maltreatment on depression in college students: a moderated mediation model
Xinghua LAI ; Huitong ZHAO ; Ruofan XIAO ; Can CUI ; Ameng ZHAO ; Wei FU ; Jing JIANG ; Tinghuizi SHANG ; Honglong LI ; Zengyan YU
Sichuan Mental Health 2025;38(3):247-253
BackgroundCurrently, the problem of depressed mood in college students is becoming more prominent. The experience of childhood maltreatment is a significant contributor to depression among college students. Although the association between the two has been confirmed, the specific psychosocial mechanisms underlying how childhood maltreatment affects college students' mental health remain insufficiently evidenced. ObjectiveTo explore the mediating role of emotion regulation difficulties in the relationship between childhood maltreatment and depression among college students, and to investigate the moderated effects of psychological resilience and family socioeconomic status, aiming to provide references for improving depressive symptoms in college students. MethodsOn 14 March 2024, a cluster sampling method was employed to recruit 751 college students from a university in Heilongjiang Province. Participants were assessed with Childhood Trauma Questionnaire (CTQ), Difficulties in Emotion Regulation Scale (DERS), Patients' Health Questionnaire Depression Scale-9 item (PHQ-9), 10-item Connor-Davidson Resilience Scale (CD-RISC-10) and Family Socioeconomic Status Questionnaire. Pearson correlation analysis was adopted to examine the correlation between the scores of scales. Model 4 and model 7 in Process 4.2 were used to test the mediating effects of emotional regulation difficulties and the moderated effects of psychological resilience and family socioeconomic status. Results① A total of 712 (94.81%) valid questionnaires were collected. ② College students' CTQ score was positively correlated with DERS score and PHQ-9 score (r=0.296, 0.507, P<0.01), and negatively correlated with CD-RISC-10 score and Family Socioeconomic Status Questionnaire score (r=-0.148, -0.229, P<0.01). ③ The indirect effect value of difficulties in emotion regulation on the relationship between childhood maltreatment and depression was 0.091 (95% CI: 0.018~0.046), accounting for 17.95% of the total effect. ④ The first half of the mediation model "childhood maltreatment → difficulties in emotion regulation → depression" (childhood maltreatment → difficulties in emotion regulation) was moderated by psychological resilience (β=-0.030, t=-6.147, 95% CI: -0.040~-0.020) and family socioeconomic status (β=-0.051, t=-3.929, 95% CI: -0.077~-0.026). ConclusionChildhood maltreatment exerts both a direct effect on college students' depression and an indirect effect through emotion regulation difficulties. The childhood maltreatment → emotion regulation difficulties pathway in this mediation model is moderated by psychological resilience and family socioeconomic status. [Funded by Qiqihar Medical University Graduate Student Innovation Fund Project (number, QYYCX2023-48); Special Research Fund Project for Young Doctors of Qiqihar Academy of Medical Sciences (number, QMSI2021B-08)]
2.Recent advances in antibody optimization based on deep learning methods.
Ruofan JIN ; Ruhong ZHOU ; Dong ZHANG
Journal of Zhejiang University. Science. B 2025;26(5):409-420
Antibodies currently comprise the predominant treatment modality for a variety of diseases; therefore, optimizing their properties rapidly and efficiently is an indispensable step in antibody-based drug development. Inspired by the great success of artificial intelligence-based algorithms, especially deep learning-based methods in the field of biology, various computational methods have been introduced into antibody optimization to reduce costs and increase the success rate of lead candidate generation and optimization. Herein, we briefly review recent progress in deep learning-based antibody optimization, focusing on the available datasets and algorithm input data types that are crucial for constructing appropriate deep learning models. Furthermore, we discuss the current challenges and potential solutions for the future development of general-purpose deep learning algorithms in antibody optimization.
Deep Learning
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Humans
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Antibodies/chemistry*
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Algorithms
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Artificial Intelligence
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Drug Development
3.Research on the Pharmacodynamic Material Basis of Kaixinsan Based on High Performance Liquid Chromatography-Tandem Mass Spectrometry and Mitochondrial Respiratory Function
Ruofan AN ; Zhen LI ; Jun LI ; Yanhua GAO ; Shaojing LI ; Qiman ZHANG ; Ying CHEN ; Huihua WAN ; Wei YANG
Herald of Medicine 2024;43(12):1888-1897
Objective To reveal the pharmacodynamic material basis of Kaixinsan by using high performance liquid chromatography-tandem mass spectrometry(HPLC-MS/MS)and the integrated analysis of"chemical component spectrum-plasma exposure component spectrum-mitochondrial function".Methods Through a review of literature,databases,and previous studies,the chemical components of ginseng,polygala,poria,and acorus were systematically cataloged.A qualitative analysis method for the chemical constituents in the aqueous extract of Kaixinsan was developed,allowing for the identification of its chemical components.A qualitative analysis for rat plasma based on HPLC-MS/MS was established,which was applied to analyze the plasma exposure component spectrum following oral administration of Kaixinsan aqueous extract in rats.Aerobic respiration was evaluated using a seahorse cell energy metabolism analyzer,and the effect of key components of Kaixinsan on mitochondrial aerobic respiration was assessed.Results Four main types of components were identified in the Kaixinsan aqueous extract,including saponins,oligosaccharide esters,xanthones,and triterpenes,comprising a total of 231 identified compounds.Analysis of rat plasma 30 minutes after gavage with Kaixinsan identified 55 compounds.The analysis revealed that ginsenoside Rg1,3,6'-disinapoylsucrose,polygalaxanthone Ⅲ and poricoic acid B could significantly enhance mitochondrial respiratory capacity using in vitro cellular assays to detect aerobic respiration of four main components entered blood.Conclusions Saponins,oligosaccharide esters,xanthones,and triterpenes may be the material basis for the pharmacological effect of Kaixinsan by improving mitochondrial function.The integrated analysis of"chemical component spectrum-plasma exposure component spectrum-mitochondrial function"provides a new approach for in-depth exploration of the material basis underlying the efficacy of traditional Chinese medicine.
4.Research advances in immunosuppressant withdrawal and immune tolerance after pediatric liver transplantation
Chinese Journal of Organ Transplantation 2024;45(5):303-307
The most effective treatment for end-stage liver disease (ESLD) in children is liver transplantation (LT ). After LT, recipients must take immunosuppressants for a long time to maintain graft function. The side effects of immunosuppressants affect long-term recipient survival. Many domestic and global centers have made great efforts to taper or completely remove immunosuppressants in recipients in recent years. Some recipients successfully achieve immune tolerance after withdrawing immunosuppressants. However, there are no definite and effective protocols or indicators for immunization evaluation. And few studies focused upon the safety and long-term outcomes of immunosuppressant withdrawal. This review discussed the protocols and researches of immune tolerance after pediatric LT to provide practical guidance for a withdrawal of immunosuppressants and clinical advice of immune tolerance.
5.Predictive value of psoas muscle index for early prognosis of pediatric liver transplantation recipients with biliary atresia
Xiangyu LAN ; Ruofan WANG ; Chong DONG ; Chao SUN ; Kai WANG ; Wei ZHANG ; Wei GAO
Chinese Journal of Organ Transplantation 2023;44(8):454-460
Objective:To explore the predictive value of psoas muscle index(PMI)on early survival and complications after liver transplantation(LT)in children with biliary atresia(BA).Methods:Between January 1, 2016 and September 30, 2020, the relevant clinical data are retrospectively reviewed for 244 BA children undergoing LT at Department of Pediatric Liver Transplantation, Tianjin First Central Hospital.Total psoas muscle area(PMA)at the level of the third lumbar endplate is measured based upon preoperative abdominal computed tomography(CT)and normalized by the square of length for obtaining the value of PMI.According to the survival at Year 1 post-LT, receiver operating characteristic(ROC)curve is plotted and the cut-off value calculated.According to the cut-off value, they are divided into two groups of high PMI(173 cases)and low PMI(71 cases). Then the clinical data of 2 groups are compared.Kaplan-Meier survival curves at Year 1 post-LT are analyzed.And Cox proportional hazard model is utilized for conducting a multivariate analysis of early death.Results:The cut-off value of PMI is 534.6 mm 2/m 2.Two groups are compared in terms of age, gender, weight-for-age Z-score(WAZ), length-for-age Z-score(LAZ)and preoperative laboratory parameters ( P>0.05). Significant inter-group differences existed in the types of donors and surgery( P<0.05), and the median age of recipients in low PMI is higher than high PMI group(7.77months vs 6.57 months, P<0.01). The proportion of children with a history of Kasai surgery in low PMI group(78.87% vs 53.76%, P<0.01)and the median length of stay in hospital(23 d vs 20 d, P=0.03)is higher in low PMI group, but recipients(88.7% vs 97.1%, P<0.01)and grafts(87.3% vs 96%, P=0.01)1-year survival rate are lower.Multivariate analysis indicated that high PMI is a protective factor for early postoperative survival( HR=0.132, 95% CI: 0.028~0.626, P=0.011). Conclusions:PMI is an independent predictor of early survival post-LT and has a certain predictive value for early graft loss in BA children.
6.Study on the Academic Characteristics of FENG Zhaozhang's Diagnosis and Treatment of Measles in FENG's Secret Book of Medicine
Ruofan ZHENG ; Yifan CHEN ; Dongfang YANG
Journal of Zhejiang Chinese Medical University 2023;47(12):1441-1444,1450
[Objective]To study the academic characteristics of the diagnosis and treatment of measles in FENG's Secret Book of Medicine,so as to provide schemes for the diagnosis and treatment of measles.[Methods]Taking the section of measles in FENG's Secret Book of Medicine as the main object of the study,the article systematically studied the characteristics of FENG's diagnosis and treatment of measles by combining the relevant contents in Inner Canon of Huangdi,Yi Guan and some other writings.[Results]FENG Zhaozhang was one of the physicians who systematically studied measles earliest in the history of Chinese medicine.In terms of diagnosis,he judged the severity of the disease by color,shape,location of the erythra and general condition of the patient,and differentiated measles from febrile diseases,smallpox and other diseases.In terms of treatment,he agreed with the predecessors on treating measles by cooling and diffusing,and he specialized in dissipating excessive stagnation of fire and eliminating fire by diaphoresis and purgation respectively.However,he clearly pointed out that the pathogenesis of measles was not only fire in lung and stomach,but also deficiency in spleen,stomach and Mingmen,and treating deficiency syndromes should always be based on strengthening the vitality,which had corrected the abuse of cooling and diffusing medicine in the treatment of measles through the ages.In addition,FENG's experience of nursing and treating pregnancy combined with measles was also of significance.[Conclusion]FENG Zhaozhang was well-experienced in the diagnosis and treatment of measles,and established complete theories,methods and prescriptions,which provided theories and methods for the diagnosis and treatment of measles,and was of significant value.
7.Advances in organoids of the digestive system.
Hongyuan LIU ; Ruofan WANG ; Xulong LI ; Zhengyang WU ; Jinli SUN ; Weiyi LU ; Xianli WANG
Chinese Journal of Biotechnology 2023;39(4):1332-1350
Organoid is a newly developed cellular there-dimensional culture system in recent years. Organoids have a three-dimensional structure, which is similar to that of the real organs. Together with the characteristics of self-renewal and reproduction of tissue origin, organoids can better simulate the function of real organs. Organoids provide a new platform for the study of organogenesis, regeneration, disease pathogenesis, and drug screening. The digestive system is an essential part of the human body and performs important functions. To date, organoid models of various digestive organs have been successfully established. This review summarizes the latest research progress of organoids of taste buds, esophagi, stomachs, livers and intestines, and prospects future application of organoids.
Humans
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Organoids
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Intestines
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Liver
8.Differential analysis of urinary metabolic abnormalities in patients with different subtypes of calcium oxalate stones
Hanyi ZENG ; Changbao XU ; Ruofan WANG ; Hao LIU
Chinese Journal of Urology 2023;44(10):767-772
Objective:To investigate the difference of 24h urinary metabolic abnormalities in patients with different subtypes of calcium oxalate stones.Methods:The clinical data of 120 patients with simple calcium oxalate stones admitted to the Second Affiliated Hospital of Zhengzhou University from March 2018 to May 2020 were retrospectively analyzed.There were 90 males (75.0%) and 30 females (25.0%), with the age of (49.1 ±13.5) years old, and body mass index (BMI) of (24.6 ±3.0) kg/m 2. There were 23 cases of diabetes mellitus (19.2%), 8 cases of coronary heart disease (7.0%), 36 cases of hypertension (30.0%) and 45 cases of gastrointestinal diseases (37.5%). There were 11 cases (9.2%) of low pH, 54 cases (45.0%) of hyperoxaluria, 19 cases (15.8%) of hypercalcemia, 72 cases (60.0%) of hypocitrouria, 3 cases (2.5%) of hyperuricuria, and 18 cases (15.0%) of hyperuricemia. In the 120 patients, 79 underwent ureteral soft lithotripsy, 28 underwent percutaneous nephrolithotomy, and 13 underwent extracorporeal shock wave lithotripsy. The patients were divided into calcium oxalate monohydrate stone group (COM group) and calcium oxalate dihydrate stone group (COD group). The general clinical data and urinary metabolic data of the two groups were compared. Independent risk factors for stone formation of the two groups were analyzed. Results:There were 120 cases in this study, with 90 cases in COM group and 30 cases in COD group. Urinary oxalic acid in COM group and COD group was 41.3 (30.1, 54.2) mg and 34.1 (26.6, 39.9) mg, respectively, and the difference was statistically significant ( P=0.01). The incidence of hyperoxaluria was 52.2% (47 cases) and 23.3% (7 cases), respectively, and the difference was statistically significant ( P<0.01). Urinary calcium in COD group and COM group was 6.8 (6.1, 8.8) mmol and 4.0 (2.3, 5.2) mmol, respectively, and the difference was statistically significant ( P<0.01). The incidence of hypercalcemia was 43.3% (13 cases) and 6.7% (6 cases), respectively, the difference was statistically significant ( P<0.01). The urinary phosphate in COM group and COD group was 2 063.5 (1 688.8, 2 803.2) mg and 1 231.7 (766.7, 1 740.9) mg, respectively, and the difference was statistically significant ( P<0.01). The serum uric acid level in COM group and COD group was (343.0±111.7)μmol/L and (297.6±77.6)μmol/L, respectively, and the difference was statistically significant ( P<0.05). There were no significant differences in term of age, gender, body mass index, diabetes mellitus, coronary heart disease, hypertension, gastrointestinal disease, parathyroid hormone (PTH), hemoglobin, serum creatinine, serum potassium, serum phosphorus, serum calcium, serum sodium, stone load and side between the two groups ( P>0.05). There were no significant differences in urinary sodium, urinary phosphorus, urinary magnesium, urinary citric acid and urinary uric acid levels between the two groups ( P>0.05). Binary Logistic regression analysis showed that hyperoxaluria was an independent risk factor for COM patients ( OR=4.859, P<0.01). Increased urinary phosphoric acid level was an independent risk factor for COM patients ( OR=1.001, P<0.01). Hypercalcemia was an independent risk factor for COD patients ( OR=27.856, P<0.01). Conclusions:COM calculus patients have higher urinary oxalic acid and urinary phosphoric acid levels, and are more likely to have hyperoxaluria. COD calculus patients have higher urinary calcium levels and are more likely to develop hypercalcemia.
9.Mechanism study of impaired homocysteine transsulfuration metabolism in sepsis
He HUANG ; Ruofan WU ; Zhengkang SHI ; Yi HONG ; Ziwei FAN ; Dan FAN ; Jie LU ; Shuiyan WU ; Xiaoou HOU ; Lifang HU ; Zhenjiang BAI
Chinese Pediatric Emergency Medicine 2023;30(12):930-936
Objective:To investigate the clinical significance and possible mechanisms of elevated homocysteine(Hcy) levels in peripheral blood of children with sepsis.Methods:The clinical data of 51 children with sepsis (sepsis group) admitted to PICU at Xuzhou Children′s Hospital from January 2019 to December 2019 were analyzed, and the levels of Hcy in plasma were compared with 50 non-septic children (common infection group) and 50 healthy children (healthy control group) during the same period.The possible mechanism of metabolic disorders about Hcy was analyzed by detecting the levels of the key rate-limiting enzymes cystathionine-β-synthase(CBS) and cystathionine-γ-lyase(CSE), which were in the downstream of metabolism in septic mouse model induced by lipopolysaccharide.Results:The level of Hcy in plasma was (12.62±5.46)μmol/L in sepsis group, which was significantly higher than those in common infection group[(9.42±2.28) μmol/L] and healthy control group[(8.14±1.60) μmol/L]( P<0.05). The level of Hcy in plasma of 12 children with acute kidney injury in sepsis group was significantly higher than that of 39 children without acute kidney injury in sepsis group[(16.48±5.87)μmol/L vs.(11.62±4.74) μmol/L, P<0.05]. The level of Hcy in plasma of six children with acute liver failure in sepsis group was significant higher than that of 45 children without acute liver failure in sepsis group[(18.35±7.10) μmol/L vs.(11.84±4.78) μmol/L, P<0.05]. The level of Hcy in serum significantly increased in septic mouse models ( P<0.01). The transcription and protein expression levels of key rate-limiting Hcy transcription enzymes CBS and CSE in liver and kidney tissues of septic mouse were significantly down-regulated ( P<0.05). Conclusion:The level of Hcy in peripheral blood of children with sepsis increases, which is more obviously in children with acute kidney injury or acute liver injury.When patients developed sepsis, the expression of CBS and CSE will be restrained, leading to disorders related to transsulfuration metabolism and elevated level of Hcy in peripheral blood.
10.Pathogenic bacteria spectrum of infectious stones and experience of preventing stone recurrence
Hao LIU ; Changwei LIU ; Xiaohan CHU ; Wuxue LI ; Ruofan WANG ; Changbao XU
Chinese Journal of Urology 2022;43(10):744-750
Objective:To investigate the pathogenic bacteria profiles in preoperative urine bacterial cultures of patients with infected kidney stones and use antibacterial drugs to prevent recurrence.Methods:The data of 79 cases with infected kidney stones admitted to the Second Affiliated Hospital of Zhengzhou University from January 2017 to July 2021 were retrospectively analyzed, among whom 29 (36.7%) were male and 50 (63.3%) were female. The age ranged from 17-75 years, with a median age of 49.0 (40, 55) years. Fifteen cases (19.0%) combined hypertension, 13 cases (16.5%) combined diabetes mellitus, and 3 cases (3.8%) combined with cardiovascular disease. Fifty-one cases (64.6%) were diagnosed with cast infectious stones. All patients underwent surgical lithotripsy, and postoperative review of the urological computerized tomography (CT) revealed no residual stones defined as complete lithotripsy, and postoperative oral medication was continued to control infection and prevent stone recurrence. According to post-hospitalization compliance, patients were divided into high and low compliance groups. The high compliance group consisted of patients who returned to the hospital regularly for routine urinalysis and urine bacterial culture after discharge, followed the doctor's prescription for standardized antibacterial drug therapy, and complied with urease inhibitor therapy for ≥6 months. The low compliance group included patients who did not take sensitive antimicrobial drugs regularly and/or were unable to adhere to the medication even after the reduction of vinblastine due to adverse events such as tremor, palpitations, headache, anemia, or gastrointestinal discomfort. The recurrence of stones at 3, 6 and 12 months of follow-up was compared between the two groups.Results:Of the 79 cases in this group, 56(70.9%) were completely clear of stone after surgery. Thirty-three cases (41.8%) presented positive in preoperative urine bacterial culture, and the most common causative organism was Aspergillus oddus in 17 cases (21.5%), followed by Escherichia coli in 8 cases (10.1%) and Klebsiella pneumoniae in 3 cases (3.8%). Among the 17 positive cases of A. oddis, six were positive for ultra broad spectrum β-lactamases (ESBLs), 6/6 were resistant to ampicillin, cefazolin, and cotrimoxazole, 1/6 were resistant to amikacin, cefoxitin, and ticarcillin/stick acid, and none were resistant to imipenem, polymyxin, or aminotrans (0/6 cases). Of the cases, 11 were negative for ESBLs. Ten out of eleven cases were resistant to ampicillin. Furthermore, 8/11 cases were resistant to cefazolin, levofloxacin, ciprofloxacin, and cotrimoxazole and 1/11 were resistant to cefoxitin, cefaclor, furantoin, amikacin, and minocycline, and 0/11 were resistant to imipenem, ticarcillin/stick acid, aminotrans. ESBLs positive strains were resistant to 78.6% of the tested drugs (cefaclor, cefazolin, ceftazidime, furantoin, norfloxacin, levofloxacin, ciprofloxacin, cefoxitin, amoxicillin/rod acid, ticarcillin/rod acid, ampicillin, ceftriaxone, cefotaxime, cefuroxime, cefepime, gentamicin, cotrimoxazole, tobramycin, amikacin, tetracycline, chloramphenicol, and minocycline) at a lower rate of resistance than ESBLs positive strains. Of the eight positive cases of E. coli, seven were ESBLs positive, 7/7 were resistant to ampicillin, cefazolin, cefotaxime, cefuroxime, and cefepime, 1/7 were resistant to cefoxitin and minocycline, and 0/7 were resistant to imipenem, furantoin, or amikacin. One case was ESBLs negative and was resistant to all antimicrobial drugs except for ampicillin. Stone recurrence rates at 3, 6, and 12 months after discharge were 9.1%(4/44) and 31.4%(11/35), 13.6%(6/44), respectively, in the high compliance group, and 60.0%(21/35), 36.4%(16/44), and 71.4% (25/35), respectively, in the low compliance group. All differences were statistically significant.Conclusion:The most common pathogenic bacteria isolated from urine bacterial cultures of patients with infectious stones were A. chimaera, E. coli, and K. pneumoniae. The resistance rate of ESBLs-positive strains to antimicrobial drugs was significantly higher than that of ESBL-negative strains, and the resistance rate of antimicrobial drugs such as β-lactamase inhibitors, cefoxitin, amikacin, and imipenem was low. Combination therapy with standardized sensitive antimicrobial drugs and urease inhibitors significantly reduced the recurrence rate of stones among patients.

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