1.Predicting Diabetic Retinopathy Using a Machine Learning Approach Informed by Whole-Exome Sequencing Studies.
Chong Yang SHE ; Wen Ying FAN ; Yun Yun LI ; Yong TAO ; Zu Fei LI
Biomedical and Environmental Sciences 2025;38(1):67-78
OBJECTIVE:
To establish and validate a novel diabetic retinopathy (DR) risk-prediction model using a whole-exome sequencing (WES)-based machine learning (ML) method.
METHODS:
WES was performed to identify potential single nucleotide polymorphism (SNP) or mutation sites in a DR pedigree comprising 10 members. A prediction model was established and validated in a cohort of 420 type 2 diabetic patients based on both genetic and demographic features. The contribution of each feature was assessed using Shapley Additive explanation analysis. The efficacies of the models with and without SNP were compared.
RESULTS:
WES revealed that seven SNPs/mutations ( rs116911833 in TRIM7, 1997T>C in LRBA, 1643T>C in PRMT10, rs117858678 in C9orf152, rs201922794 in CLDN25, rs146694895 in SH3GLB2, and rs201407189 in FANCC) were associated with DR. Notably, the model including rs146694895 and rs201407189 achieved better performance in predicting DR (accuracy: 80.2%; sensitivity: 83.3%; specificity: 76.7%; area under the receiver operating characteristic curve [AUC]: 80.0%) than the model without these SNPs (accuracy: 79.4%; sensitivity: 80.3%; specificity: 78.3%; AUC: 79.3%).
CONCLUSION
Novel SNP sites associated with DR were identified in the DR pedigree. Inclusion of rs146694895 and rs201407189 significantly enhanced the performance of the ML-based DR prediction model.
Diabetic Retinopathy/diagnosis*
;
Humans
;
Machine Learning
;
Male
;
Female
;
Polymorphism, Single Nucleotide
;
Middle Aged
;
Exome Sequencing
;
Aged
;
Adult
;
Pedigree
;
Diabetes Mellitus, Type 2/complications*
;
Genetic Predisposition to Disease
;
Mutation
2.Phase Ⅰ clinical study of bilateral catheter-based ultrasound renal denervation in patients with uncontrolled hypertension
Jun QIAN ; Yun DU ; Wei SHA ; Shunkang RONG ; Yuanqing YAO ; Rong HU ; Changming DENG ; Dichuan LIU ; Jianlin DU ; Qiang SHE ; Bo YU ; Xiaoping CHEN ; Jing HUANG
Chinese Journal of Cardiology 2025;53(11):1225-1230
Objective:To preliminarily evaluate the efficacy and safety of a domestically developed bilateral interventional ultrasound renal denervation (RDN) system in patients with uncontrolled hypertension despite antihypertensive medication.Methods:A multicenter, single-arm trial was conducted. Patients with uncontrolled hypertension (≥2 antihypertensive drugs) were enrolled from April 2023 to April 2024 at the Second Affiliated Hospital of Chongqing Medical University, West China Hospital of Sichuan University, and the Second Affiliated Hospital of Harbin Medical University. RDN was performed using the UltraCure? bilateral interventional ultrasound system via femoral or brachial artery access. Multi-segmental "quadrant-based" ablation was performed in bilateral main renal arteries and branches/accessory arteries (diameter≥4 mm). Primary endpoints were changes in office systolic blood pressure (SBP) and 24-hour daytime SBP at 2-and 6-months post-procedure. The primary safety endpoints included the incidence of major adverse events, device-related adverse events, and puncture site complications.Results:Ten patients, mean aged 47.1 years, including 9 male, successfully completed RDN. At 2 and 6 months post-procedure, office SBP decreased by (19.7±15.2) mmHg ( P=0.002, 1 mmHg=0.133 kPa) and (13.8±13.9) mmHg ( P=0.013) from baseline, while the 24-hour daytime SBP decreased by (13.4±10.6) mmHg ( P=0.004) and (11.2±9.2) mmHg ( P=0.004). Apart from one case of a limited distal renal artery dissection, no other serious device/procedure-related adverse events were observed. At 6-month follow-up, the estimated glomerular filtration rate remained stable ((85.3±18.3) ml·min -1·1.73 m -2 vs. (82.3±19.2) ml·min -1·1.73 m -2, P=0.41). No renal artery stenosis was detected. Conclusions:The domestic interventional ultrasound RDN system could effectively reduce office and ambulatory blood pressure in patients with uncontrolled hypertension, demonstrating a favorable safety profile. Long-term efficacy requires confirmation through large-scale randomized controlled trials.
3.Study on the mechanism of different concentrations of simvastatin on regeneration of sciatic nerve injury in rats
Yun-hu LI ; Jun-wei CAO ; Chen LI ; Jing-yu ZHANG ; Ai-she DUN ; Hong-bin WANG
Journal of Regional Anatomy and Operative Surgery 2025;34(9):772-775
Objective To explore the effects of different concentrations of simvastatin on nerve regeneration after sciatic nerve injury.Methods Rats were randomly divided into the normal group,the control group,the low-dose group and the high-dose group,with 3 rats in each group.Except for the normal group,adult rat sciatic nerve crush injury models were established in the other groups.Rats in the normal group and the control group were orally administered with water,while those in the low-dose group and high-dose group were orally administered with 98%simvastatin at dosages of 4 mg/mL and 40 mg/mL,respectively.The sciatic nerve regeneration in rats was evaluated by sciatic function index(SFI),HE staining,luxol fast blue(LFB)staining and immunofluorescence staining,etc.Results The SFI of rats in the high-dose group 7 days and 14 days after surgery were higher than those in the control group(P<0.05);there was no significant difference in SFI of rats between the low-dose group and the control group 7 days and 14 days after surgery(P>0.05).HE staining and LFB staining results showed that compared with the control group,the number of neurons of rats in the high-dose group increased,the nerve fibers and myelin were clearer and denser,and the nerve function was significantly restored;while no significant improvement was observed in the sciatic nerve of rats in the low-dose group.The immunofluorescence staining results showed that compared with the control group,the immunofluorescence intensity in the high-dose group increased,while that in the low-dose group decreased,the differences were statistically significant(P<0.05).Conclusion High-dose simvastatin can promote peripheral nerve regeneration by regulating the expression of M2 macrophages.
4.Study on the mechanism of different concentrations of simvastatin on regeneration of sciatic nerve injury in rats
Yun-hu LI ; Jun-wei CAO ; Chen LI ; Jing-yu ZHANG ; Ai-she DUN ; Hong-bin WANG
Journal of Regional Anatomy and Operative Surgery 2025;34(9):772-775
Objective To explore the effects of different concentrations of simvastatin on nerve regeneration after sciatic nerve injury.Methods Rats were randomly divided into the normal group,the control group,the low-dose group and the high-dose group,with 3 rats in each group.Except for the normal group,adult rat sciatic nerve crush injury models were established in the other groups.Rats in the normal group and the control group were orally administered with water,while those in the low-dose group and high-dose group were orally administered with 98%simvastatin at dosages of 4 mg/mL and 40 mg/mL,respectively.The sciatic nerve regeneration in rats was evaluated by sciatic function index(SFI),HE staining,luxol fast blue(LFB)staining and immunofluorescence staining,etc.Results The SFI of rats in the high-dose group 7 days and 14 days after surgery were higher than those in the control group(P<0.05);there was no significant difference in SFI of rats between the low-dose group and the control group 7 days and 14 days after surgery(P>0.05).HE staining and LFB staining results showed that compared with the control group,the number of neurons of rats in the high-dose group increased,the nerve fibers and myelin were clearer and denser,and the nerve function was significantly restored;while no significant improvement was observed in the sciatic nerve of rats in the low-dose group.The immunofluorescence staining results showed that compared with the control group,the immunofluorescence intensity in the high-dose group increased,while that in the low-dose group decreased,the differences were statistically significant(P<0.05).Conclusion High-dose simvastatin can promote peripheral nerve regeneration by regulating the expression of M2 macrophages.
5.Phase Ⅰ clinical study of bilateral catheter-based ultrasound renal denervation in patients with uncontrolled hypertension
Jun QIAN ; Yun DU ; Wei SHA ; Shunkang RONG ; Yuanqing YAO ; Rong HU ; Changming DENG ; Dichuan LIU ; Jianlin DU ; Qiang SHE ; Bo YU ; Xiaoping CHEN ; Jing HUANG
Chinese Journal of Cardiology 2025;53(11):1225-1230
Objective:To preliminarily evaluate the efficacy and safety of a domestically developed bilateral interventional ultrasound renal denervation (RDN) system in patients with uncontrolled hypertension despite antihypertensive medication.Methods:A multicenter, single-arm trial was conducted. Patients with uncontrolled hypertension (≥2 antihypertensive drugs) were enrolled from April 2023 to April 2024 at the Second Affiliated Hospital of Chongqing Medical University, West China Hospital of Sichuan University, and the Second Affiliated Hospital of Harbin Medical University. RDN was performed using the UltraCure? bilateral interventional ultrasound system via femoral or brachial artery access. Multi-segmental "quadrant-based" ablation was performed in bilateral main renal arteries and branches/accessory arteries (diameter≥4 mm). Primary endpoints were changes in office systolic blood pressure (SBP) and 24-hour daytime SBP at 2-and 6-months post-procedure. The primary safety endpoints included the incidence of major adverse events, device-related adverse events, and puncture site complications.Results:Ten patients, mean aged 47.1 years, including 9 male, successfully completed RDN. At 2 and 6 months post-procedure, office SBP decreased by (19.7±15.2) mmHg ( P=0.002, 1 mmHg=0.133 kPa) and (13.8±13.9) mmHg ( P=0.013) from baseline, while the 24-hour daytime SBP decreased by (13.4±10.6) mmHg ( P=0.004) and (11.2±9.2) mmHg ( P=0.004). Apart from one case of a limited distal renal artery dissection, no other serious device/procedure-related adverse events were observed. At 6-month follow-up, the estimated glomerular filtration rate remained stable ((85.3±18.3) ml·min -1·1.73 m -2 vs. (82.3±19.2) ml·min -1·1.73 m -2, P=0.41). No renal artery stenosis was detected. Conclusions:The domestic interventional ultrasound RDN system could effectively reduce office and ambulatory blood pressure in patients with uncontrolled hypertension, demonstrating a favorable safety profile. Long-term efficacy requires confirmation through large-scale randomized controlled trials.
6.Treatment of ornithine transcarbamylase deficiency in a child with glyceryl phenylbutyrate
Fan YANG ; Li-Rui WANG ; Xin LI ; Jia-Yue HU ; Ling-Wen YING ; Bi-Yun FENG ; Yun-Yun LI ; Ka-Na LIN ; Jia-Xiao SHE ; Hao LI ; Guo-Ying CHANG ; Xiu-Min WANG
Chinese Journal of Contemporary Pediatrics 2024;26(5):512-517
Glyceryl phenylbutyrate(GPB)serves as a long-term management medication for Ornithine transcarbamylase deficiency(OTCD),effectively controlling hyperammonemia,but there is a lack of experience in using this medicine in China.This article retrospectively analyzes the case of a child diagnosed with OTCD at Shanghai Children's Medical Center,Shanghai Jiao Tong University School of Medicine,including a review of related literature.After diagnosis,the patient was treated with GPB,followed by efficacy follow-up and pharmacological monitoring.The 6-year and 6-month-old male patient exhibited poor speech development,disobedience,temper tantrums,and aggressive behavior.Blood ammonia levels peaked at 327 μmol/L;urine organic acid analysis indicated elevated uracil levels;cranial MRI showed extensive abnormal signals in both cerebral hemispheres.Genetic testing revealed de novo mutation in the OTC gene(c.241T>C,p.S81P).Blood ammonia levels were approximately 43,80,and 56 μmol/L at 1,2,and 3 months after starting GPB treatment,respectively.During treatment,blood ammonia was well-controlled without drug-related adverse effects.The patient showed improvement in developmental delays,obedience,temperament,and absence of aggressive behavior.
7.Signaling Pathways Related to Renal Interstitial Fibrosis in Diabetic Kidney Disease Regulated by Traditional Chinese Medicine: A Review
Lingling ZHU ; Yun SHE ; Jiangyi YU ; Qianhua YAN
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(5):213-225
Diabetic kidney disease (DKD) is a common microvascular complication of diabetics mellitus (DM) and the leading cause of end-stage renal disease (ESRD). Renal interstitial fibrosis (RIF) is the primary pathological basis for DKD progression to ESRD, which significantly increases the mortality rate of DKD patients and burdens patients and society, and it is thus a clinical problem that needs to be solved urgently. The pathogenesis of RIF is complex and mainly associated with excessive deposition of extracellular matrix (ECM), epithelial-mesenchymal transition (EMT), oxidative stress, inflammation, and autophagy. Multiple signaling pathways such as transforming growth factor-β1/Smad (TGF-β1/Smad), nuclear transcription factor-κB (NF-κB), p38 mitogen-activated protein kinase (p38 MAPK), secretory glycoprotein/β-catenin (Wnt/β-catenin), mammalian target of rapamycin (mTOR), Janus kinase/signal transducer and activator of transcription (JAK/STAT), neurogenic site-gap homologous protein (Notch), and nuclear factor E2-associated factor 2 (Nrf2) mediate the development of RIF, which are currently novel targets for DKD therapy. Due to the complexity of its pathogenesis, the current Western medical treatment mainly focuses on essential treatment to improve metabolism, which has poor efficacy and is difficult to prevent the progression of DKD, so it is significant to find new treatment methods clinically. In recent years, many studies have proved that traditional Chinese medicine can alleviate oxidative stress, inhibit inflammatory response, and regulate cellular autophagy by modulating relevant signaling pathways, so as to treat RIF in DKD, which has the advantages of multi-pathway, multi-targeting, multi-linking, and significant therapeutic efficacy. However, there is still a lack of relevant summary. By reviewing the latest research reports in China and abroad, this article examines the roles of the signaling pathways mentioned above in the occurrence and development of RIF in DKD and the recent research progress in the intervention of RIF in DKD by traditional Chinese medicine via these pathways, aiming to provide new ideas and references for further scientific research and clinical practice.
8.One-stage posterior debridement and spinal internal fixation for the treatment of lumbar Brucellar spondylitis
Xian-Shuai KOU ; Wei SHE ; Gui-Fu MA ; Xing-Yu PU ; Yun-Biao WU ; Yang QI ; Wen-Yuan LUO
China Journal of Orthopaedics and Traumatology 2024;37(8):764-771
Objective To explore the clinical efficacy and safety of one-stage posterior lesion removal and internal spinal fixation in patients with lumbar Brucellosis spondylitis.Methods The clinical data of 24 patients admitted from October 2017 to October 2022 were retrospectively analyzed,2 patients were lost to follow-up at 10 months after surgery,at the final 22 cases were included in the study,including 13 males and 9 females with an average age of(52.00±6.89)years old,were treated with one-stage posterior lesion removal and internal spinal fixation.The operation time,intraoperative bleeding,follow-up time,ery-throcyte sedimentation rate(ESR)and C-reactive protein(CRP)before and after operation were recorded.The pain visual ana-logue scale(VAS),Oswestry disability index(ODI),the Japanese Orthopaedic Association(JOA)score for neurofunction,American Spinal Injury Association(ASIA)spinal cord injury grade and modified MacNab criteria were ussed to evaluate the efficacy.Results All patients were followed up from 12 to 30 months with an average of(17.41±4.45)months.The operation time was 70 to 155 min with an average of(1 16.59±24.32)min;the intraoperative bleeding volume was 120 to 520 ml with an average of(275.00±97.53)ml.CRP and ESR levels decreased more significantly at 1 week and at the final follow-up than pre-operative levels(P<0.05).VAS,JOA score and ODI at 1 week and at the latest follow-up were more significantly improved than preoperative results(P<0.05).There was no significant difference between ASIA preoperative and 1 week after operation(P>0.05),and a significant difference between preoperative and last follow-up(P<0.05).In the final follow-up,21 patients had ex-cellent efficacy,1 patient had fair,and there was no recurrence during the follow-up.Conclusion One-stage transpedicular le-sion removal and internal spinal fixation,with few incisions and short operation time,helps the recovery of neurological func-tion,and the prognosis meets the clinical requirements,which can effectively control Brucella spondylitis.
9.Discussion on the Effects of Macrophage Polarization on Diabetic Kidney Disease Based on TCM Yin-yang Theory
Lingling ZHU ; Ying TAN ; Yun SHE ; Jiangyi YU ; Qianhua YAN
Chinese Journal of Information on Traditional Chinese Medicine 2024;31(10):19-23
Diabetic kidney disease(DKD)is one of the serious microvascular complications of diabetes.Immune disorder-mediated chronic inflammation is an essential mechanism underlying the occurrence of DKD.Macrophages,as important participants in the immune-inflammatory response,can polarize into the pro-inflammatory M1 phenotype and anti-inflammatory M2 phenotype under different microenvironments.The two are functionally antagonistic to each other.They can be transformed into each other in different developmental stages of DKD,which is similar to the connotation of yin and yang in the theory of"yin-yang theory"in TCM,such as restriction of opposites,mutual root and mutual use,balance of growth and decline,and mutual transformation.The imbalance of M1 and M2 macrophages is an important factor leading to DKD inflammatory response and renal fibrosis.Therefore,based on the yin-yang theory in TCM,this article clarified the effects of macrophage polarization on DKD,and proposed that the basic treatment method is to"tonify deficiency and damage excess"to adjust the polarization of macrophages and restore the balance of yin and yang,in order to provide ideas for the clinical treatment of DKD.
10.Effect of Auricular Acupoint Bloodletting plus Auricular Acupressure on Sleep Quality and Neuroendocrine Level in College Students with Primary Insomnia: A Randomized Controlled Trial.
Hao CHEN ; Ming-Jian ZHANG ; Jia-Ai WU ; Yan-Fen SHE ; Xin-Ru YUAN ; Yun-Xiang HUO ; Huan SUN ; Dao-Nan LIU ; Xu-Liang SHI
Chinese journal of integrative medicine 2022;28(12):1096-1104
OBJECTIVE:
To evaluate the effects of auricular acupoint bloodletting (AB) and auricular acupressure (AA) on sleep quality and the levels of melatonin (MT), glutamic acid (Glu), and γ -aminobutyric acid (GABA) in college students with primary insomnia, and to explore the possible mechanism.
METHODS:
Totally 74 college students at Hebei University of Chinese Medicine with primary insomnia were selected from October 2019 to October 2020. All patients were assigned to AB+AA group (37 cases, received combination of AB and AA) and AA group (37 cases, received only AA on the same acupoints) by a random number table. Each group was treated twice a week for 4 weeks. The Pittsburgh Sleep Quality Index (PSQI) score, Chinese medicine (CM) syndrome score, total effective rate, serum concentrations of MT, Glu, and GABA, and Glu/GABA ratio were compared between the two groups after treatment and at follow-up. The safety of therapy was also evaluated.
RESULTS:
After 4-week treatment, the total scores of PSQI, each PSQI component score, and the CM syndrome scores in both groups all decreased (P<0.05); the serum MT concentrations in both groups all increased (P<0.05). The concentrations of Glu and GABA in the AB+AA group were significantly higher than those in the AA group after treatment (P<0.05). However, there was no significant difference in the ratio of Glu/GABA in both groups before and after treatment (P>0.05). At follow-up, the CM syndrome score in the AB+AA group was significantly lower than that in the AA group (P<0.05). There was no significant difference between the two groups in total effective rates and adverse events (P>0.05).
CONCLUSIONS
Both AB+AA and AA can relieve insomnia symptoms, but a stronger long-term effect were observed for AB+AA. AB+AA can promote the secretion of MT, increase the levels of Glu and GABA more effective than AA, and regulate their imbalance, and thus it may be benificial for treating insomnia.
Humans
;
Acupressure
;
Acupuncture Points
;
Bloodletting
;
Sleep Initiation and Maintenance Disorders/therapy*
;
Sleep Quality
;
Syndrome
;
Students
;
gamma-Aminobutyric Acid

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