Hearing loss is the most prevalent disabling disease. Cochlear implantation（CI） serves as the primary intervention for severe to profound hearing loss. This consensus systematically explores the value of genetic diagnosis in the pre-operative assessment and efficacy prognosis for CI. Drawing upon domestic and international research and clinical experience, it proposes an evidence-based medicine three-tiered prognostic classification system（Favorable, Marginal, Poor）. The consensus focuses on common hereditary non-syndromic hearing loss（such as that caused by mutations in genes like GJB2, SLC26A4, OTOF, LOXHD1） and syndromic hereditary hearing loss（such as Jervell & Lange-Nielsen syndrome and Waardenburg syndrome）, which are closely associated with congenital hearing loss, analyzing the impact of their pathological mechanisms on CI outcomes. The consensus provides recommendations based on multiple round of expert discussion and voting. It emphasizes that genetic diagnosis can optimize patient selection, predict prognosis, guide post-operative rehabilitation, offer stratified management strategies for patients with different genotypes, and advance the application of precision medicine in the field of CI.
Humans ; Cochlear Implantation ; Prognosis ; Hearing Loss/surgery* ; Consensus ; Connexin 26 ; Mutation ; Sulfate Transporters ; Connexins/genetics*

Background: Hypertension is a major risk factor for cardiovascular diseases, including AF, which is one of the most common cardiac arrhythmias globally. AF is strongly associated with an increased risk of stroke, heart failure (HF), and cardiovascular mortality. Although intensive blood pressure lowering has been shown to reduce adverse cardiovascular events, its effect on the risk of AF remains debated. Some studies suggest a beneficial effect, whereas others are inconclusive. Therefore, a comprehensive review and meta-analysis are needed to clarify these effects. Objective: This study aims to evaluate the impact of intensive blood pressure lowering on the incidence of atrial fibrillation (AF) in hypertensive patients. Methods: We performed a systematic review and meta-analysis by searching PubMed, EMBASE, Scopus, Web of Science, and the Cochrane Library up to September 2, 2024, for randomized controlled trials comparing intensive blood pressure lowering with standard treatment in hypertensive patients. Studies were included if participants were 40 year or older with systolic blood pressure between 130 and 180 mm Hg (1 mm Hg≈0.133 kPa). Data extraction was conducted by 2 independent researchers, and statistical analysis was performed using Review Manager (RevMan) 5.4. Risk ratios (RRs) and 95% confidence intervals (CIs) were calculated. A random-effects model was applied if heterogeneity was detected (I > 50%). Results: A total of 6 randomized controlled trials involving 34,824 participants were included in the analysis. Intensive blood pressure lowering significantly reduced the risk of new-onset AF compared with standard treatment (RR = 0.76, 95% CI = 0.62-0.93, p < 0.01, I = 0%). Reductions were also observed in stroke (RR = 0.71, 95% CI = 0.58-0.87, p < 0.005, I = 7%), HF (RR = 0.67, 95% CI = 0.45-0.99, p = 0.05, I = 53%), and nonfatal coronary events (RR = 0.80, 95% CI = 0.70-0.92, p < 0.005, I = 39%). However, intensive blood pressure lowering had no significant effect on cardiovascular mortality or all-cause mortality compared with standard treatment. Discussion: Intensive blood pressure lowering significantly reduces the risk of AF and other cardiovascular events, such as stroke, HF, and nonfatal coronary events, particularly among high-risk hypertensive patients. These findings support the potential benefits of intensive blood pressure management in reducing AF incidence and improving overall cardiovascular outcomes, but the evidence is limited.

OBJECTIVE: To propose a machine learning-based method for predicting the trajectories during manual acupuncture manipulation (MAM), aiming to improve the precision and consistency of acupuncture practitioner' operation and provide the real-time suggestions on MAM error correction. METHODS: Computer vision technology was used to analyze the hand micromotion when holding needle during acupuncture, and provide a three-dimensional coordinate description method of the index finger joints of the holding hand. Focusing on the 4 typical motions of MAM, a machine learning-based MAM trajectory predictive model was designed. By integrating the changes of phalangeal joint angle and hand skeletal information of acupuncture practitioner, the motion trajectory of the index finger joint was predicted accurately. Besides, the roles of machine learning-based MAM trajectory predictive model in the skill transmission of acupuncture manipulation were verified by stratified randomized controlled trial. RESULTS: The performance of MAM trajectory predictive model, based on the long short-term memory network (LSTM), obtained the highest stability and precision, up to 98%. The learning effect was improved when the model applied to the skill transmission of acupuncture manipulation. CONCLUSION The machine learning-based MAM predictive model provides acupuncture practitioner with precise action prediction and feedback. It is valuable and significant for the inheritance and error correction of manual operation of acupuncture.
Humans ; Acupuncture Therapy/instrumentation* ; Machine Learning ; Adult ; Male ; Female

OBJECTIVE: To investigate the effect of manual acupuncture manipulations (MAMs) on subcutaneous muscle tissue, by developing quantitative models of "lifting and thrusting" and "twisting and rotating", based on machine learning techniques. METHODS: A depth camera was used to capture the acupuncture operator's hand movements during "lifting and thrusting" and "twisting and rotating" of needle. Simultaneously, the ultrasound imaging was employed to record the muscle tissue responses of the participants. Amplitude and angular features were extracted from the movement data of operators, and muscle fascicle slope features were derived from the data of ultrasound images. The dynamic time warping barycenter averaging algorithm was adopted to align the dual-source data. Various machine learning techniques were applied to build quantitative models, and the performance of each model was compared. The most optimal model was further analyzed for its interpretability. RESULTS: Among the quantitative models built for the two types of MAMs, the random forest model demonstrated the best performance. For the quantitative model of the "lifting and thrusting" technique, the coefficient of determination (R²) was 0.825. For the "twisting and rotating" technique, R² reached 0.872. CONCLUSION Machine learning can be used to effectively develop the models and quantify the effects of MAMs on subcutaneous muscle tissue. It provides a new perspective to understand the mechanism of acupuncture therapy and lays a foundation for optimizing acupuncture technology and designing personalized treatment regimen in the future.
Humans ; Acupuncture Therapy/methods* ; Machine Learning ; Male ; Adult ; Female ; Subcutaneous Tissue/diagnostic imaging* ; Young Adult

Objective:To investigate the risk factors associated with preoperative heart failure in elderly patients with intertrochanteric fracture and evaluate their predictive efficacy.Methods:A retrospective cohort study was conducted to analyze the clinical data of 163 elderly patients with intertrochanteric fracture admitted to the Affiliated Drum Tower Hospital of Nanjing University School of Medicine from July 2018 to July 2022, including 57 males and 106 females, aged 63-98 years [83.3(78.0, 87.0)years]. The patients were divided into high-risk heart failure group ( n=66) and non-high-risk group ( n=97) based on whether the serum B-type natriuretic peptide (BNP) level within 24 hours on admission was greater than 100 pg/ml. The following data in the two groups were collected, including gender, age, AO/OTA fracture classification, fracture laterality, associated underlying comorbidities (diabetes, cardiovascular diseases, cerebral infarction), past history of fracture, history of surgeries, time from injury to hospitalization less than 48 hours, first blood pressure on admission, first routine blood test on admission [leukocyte count (WBC), neutrophil count (NEUT), lymphocyte count, platelet (PLT), hemoglobin (Hb)], first blood biochemistry on admission [alanine aminotransferase (ALT), aspartate aminotransferase (AST), lactate dehydrogenase (LDH), albumin, glucose, serum calcium, creatinine, glomerular filtration rate (GFR), and first other related tests on admission [D-dimer, prothrombin time (PT), C-reactive protein (CRP)]. Independent risk factors for preoperative heart failure in elderly patients with intertrochanteric fracture were identified through univariate analysis and binary logistic regression analysis. The predictive efficacy of each indicator or two combined indicators for preoperative heart failure in elderly patients with intertrochanteric fractures was assessed by plotting the receiver operating characteristic (ROC) curve and calculating the area under the curve (AUC). Results:Univariate analysis demonstrated that age, associated cardiovascular diseases, history of fracture, time from injury to hospitalization less than 48 hours, Hb, creatinine and GFR were significantly correlated with the preoperative heart failure ( P<0.05), while gender, AO/OTA fracture classification, fracture laterality, diabetes, cerebral infarction, history of surgeries, blood pressure, WBC, NEUT, lymphocyte count, PLT, CRP, ALT, AST, LDH, albumin, glucose, serum calcium, D-dimer, PT, and CRP were not correlated with the preoperative heart failure in elderly patients with intertrochanteric fractures ( P>0.05). Logistic regression analysis revealed that age (95% CI 1.02, 1.15, P<0.05), associated cardiovascular disease (95% CI 1.31, 5.88, P<0.01), Hb (95% CI 0.96, 1.00, P<0.05), and GFR (95% CI 0.97, 1.00, P<0.05) were independent risk factors for heart failure in elderly patients with intertrochanteric fracture. ROC curve analysis demonstrated that age, associated cardiovascular diseases, Hb, and GFR could predict preoperative heart failure in elderly patients with intertrochanteric fractures, with the combination of associated cardiovascular disease and GFR showing a relatively higher predictive ability (AUC=0.76, 95% CI 0.68, 0.84). Conclusions:Age, associated cardiovascular diseases, Hb and GFR are independent risk factors for preoperative heart failure in elderly patients with intertrochanteric fracture. Moreover, the combination of associated cardiovascular diseases and GFR possesses a relatively higher predictive value for preoperative heart failure in elderly patients with intertrochanteric fracture.

Objective To analyze the causes and compensation characteristics of medical damage disputes in Anhui Province in recent years,and provide reference suggestions for effectively controlling and reducing the incidence of medical errors and doctor-patient conflicts.Methods The 1 876 cases of medical damage disputes in Anhui Province from 2017 to 2022 were included in the judgment documents network,and their occurrence years and causes of disputes were analyzed.Results The number of medical malpractice cases did not decrease significantly,and the average amount of compensation continued to increase;the top three causes of disputes were improper treatment or surgery(54.6%),and the average first place of actual compensation was improper medication or adverse drug reactions,and in terms of hospital level,1 009 cases(53.8%)were concentrated in tertiary public hospitals,the average actual compensation amount of private hospitals ranked first;the top three departments were surgery(44.62%);the highest incidence of damage was death(40.2%),and the average compensation amount for first-class disability was the highest.Hospitals were mainly responsible for secondary responsibilities(38.7%).Conclusion The contradiction between doctors and patients is still serious,so it is necessary to promote the construction of tight medical association and medical community,guide the allocation of medical resources,pay attention to risk sharing and management optimization,and reduce the incidence of medical damage disputes.

Objective:To evaluate the efficacy of modified splenic arteriovenous shunt surgery at the distal pancreatic tail in combined pancreas-kidney transplantation.Methods:A retrospective analysis was conducted on 24 recipients who underwent combined pancreas-kidney transplantation with the modified splenic arteriovenous shunt at the pancreatic tail from November 2023 to October 2024 (shunt group) and 231 recipients who received conventional splenic artery and vein ligation since 2016 (ligation group). The incidence of perioperative thrombosis and severe adverse events was compared between the two groups using the chi-square test or Fisher's exact test. Independent sample t-tests were performed to assess postoperative pancreatic and renal function recovery as well as blood perfusion in 15 recipients from the shunt group and 20 from the ligation group who underwent CT perfusion imaging (CTP).Results:The incidence of perioperative splenic arteriovenous thrombosis was lower in the shunt group (0) compared to the ligation group (4.76%, 11/231), though the difference was not statistically significant ( P=0.606). One month postoperatively, the shunt group demonstrated significantly lower serum amylase levels than the ligation group (99.61±19.62 vs. 148.20±70.67 U/L, P=0.018). However, at the time of CTP examination, serum lipase (67.87±32.35 vs. 45.11±17.94 U/L, P=0.014) and creatinine levels (131.79±26.41 vs. 112.1±24.98 μmol/L, P=0.034) were significantly higher in the shunt group. Urea nitrogen levels were also significantly higher in the shunt group both one month postoperatively (11.24±4.64 vs. 8.51±3.01 mmol/L, P=0.043) and at the CTP examination (10.41±1.78 vs. 6.87±1.91 mmol/L, P=0.001). Regarding pancreatic perfusion, blood volume in both the pancreatic head (15.99 ± 3.51 vs. 20.67 ± 5.47 ml/100 g, P = 0.024) and tail (17.19±4.24 vs. 27.40±19.80 ml/100 g, P=0.039) was significantly lower in the shunt group. After one minute of splenic artery perfusion, the shunt group exhibited significantly higher splenic artery blood flow (755.85±101.50 vs. 574.00 ± 142.06 ml·min -1· (100 g) -1, P<0.001) and blood volume (58.90 ±19.93 vs. 23.21±17.02 ml/100 g, P=0.007) compared to the ligation group. These differences persisted after two minutes of perfusion (blood flow: 793.83±68.57 vs. 503.78 ± 130.80 ml·min -1· (100 g) -1, P<0.001; blood volume: 64.22±15.74 vs. 34.32±20.39 ml/100 g, P=0.002). For the transplanted kidney, the shunt group had significantly lower blood flow (113.10±28.55 vs. 232.76±113.37 ml·min -1· (100 g) -1, P<0.001), blood volume (28.95±10.79 vs. 38.36±12.38 ml/100 g, P=0.047), and capillary surface permeability (PS) (26.49±16.57 vs. 43.02±20.37, P = 0.042) in the upper pole. Similar reductions in blood flow, blood volume, and PS were observed in the middle dorsal region ( P=0.018, 0.021, and 0.048, respectively) and lower pole ( P<0.001, P=0.048, and P=0.012, respectively). Conclusion:The modified splenic arteriovenous shunt at the pancreatic tail appears to be a safe and effective approach to reducing the risk of pancreatic graft thrombosis. This technique facilitates effective diversion of pancreatic parenchymal blood flow into the splenic vein, alleviating hyperperfusion of the transplanted pancreas. While renal blood perfusion was reduced postoperatively, it did not adversely affect renal function.

A long-acting feline ω-interferon fusion protein(FSA-FeIFNω)was designed and its bio-logical function validated.According to the optimization of the sequence of feline serum albumin and feline ω interferon in NCBI,the recombinant plasmid pET-30a(+)-FSA-FeIFNω was con-structed,which was transformed into E.coli BL21(DE3)competent cells,the expression of re-combinant protein FSA-FeIFNω was induced by IPTG,and the expressed inclusion body protein was identified by Western blot,the refolding product was purified by Ni-NTA affinity chromatog-raphy,and the concentration of dialysis and concentrated protein after purification was determined by BCA method.The antiviral activity of recombinant protein was detected by micro-cytopathic in-hibition method in the CRFK/VSV system,the in vitro half-life was detected by 50％mouse plas-ma method,the tumor cell proliferation inhibition activity was detected by MTT method,and anti-tumor activity was detected by mouse melanoma model.The pET-30a(+)-FeIFNω and pET-30a(+)-FSA-FeIFNω expression vectors were successfully constructed,and 87 kDa recombinant FSA-FeIFNω protein was obtained in E.coli,with a purified protein purity of 95％,with a concen-tration of 1 g/L,and the biological activity was 2.56 × 106 IU/mg,the plasma half-life was significantly prolonged(＞24 h),and the half-inhibitory concentration IC50 of B16-F10 in mouse melanoma cells was 56.01 mg/L.The FSA-FeIFNω group significantly inhibited tumor growth,and the treatment effect was better than that of the control group and other experimental groups.The recombinant FSA-FeIFNω protein obtained in this study had long-acting effect and good biological activity.

This study aims to construct a recombinant vaccine containing the tetanus toxin C frag-ment(HC)with a built-in adjuvant of metallothionein 3(MT-3)and evaluate its immune effect in mice.The gene sequences of MT-3 and HC were fused via a linker to create the pET30a-MT-3-HC recombinant plasmid,which was then transformed into E.coli BL21(DE3)competent cells.The re-combinant plasmid was confirmed through double enzyme digestion.The M3C recombinant protein expression was induced,identified by SDS-PAGE and Western blot,and purified using Ni-NTA af-finity chromatography.Five groups of vaccines,including PBS,HC,TT(tetanus toxoid),M3C,and M3C+CpG(composite adjuvant),were administered to mice via intramuscular injection at 7-day intervals for three immunizations.Blood samples were periodically collected from the tail vein.ELISA was used to measure changes in specific IgG antibody titers in the serum,and on day 28,antibody subtypes(IgG1,IgG2a,IgG2b,IgG3,and IgM)and cytokine levels(IL-4,IFN-γ)were also measured.The results demonstrated that the pET30a-MT-3-HC recombinant plasmid was cor-rectly constructed,and the M3C recombinant protein was highly expressed in the supernatant fol-lowing ultrasonic disruption of the induced bacterial culture,with a single band observed post-puri-fication.ELISA results showed that the titer of specific IgG antibodies in the M3C+CpG group peaked at 3.54×105 14 days after the third immunization,which was 141 times,70 times,and 6.6 times higher than that in HC,TT,and TT groups,respectively.Antibody subtype analysis revealed significantly higher specific antibody subtype titers in the M3C and M3C+CpG groups compared to the PBS,HC,and TT groups(P＜0.05),with the M3 C group showing an IgG1/IgG2a ratio greater than 1,and the M3C+CpG group having an IgG1/IgG2a ratio of approximately 1.Serum concentrations of IFN-γ and IL-4 in the M3C and M3C+CpG groups were also significantly higher than those in the other experimental groups(P＜0.05).These results showed that the recombinant antigen containing MT-3 built-in adjuvant and tetanus toxin C fragment was successfully expressed and showed strong immunogenicity,which laid the experimental foundation for the development of this recombinant vaccine.

To develop a novel immunocastration vaccine for animals,researchers designed and syn-thesized the recombinant plasmid pET-30a-SF which could express the recombinant protein SF.This protein was then conjugated in vitro with the synthetic peptide STGP to prepare the SF-STGP nanoparticle vaccine,and its immunocastration effect on mice was studied.The Spy Catcher and ferritin amino acid sequences were connected via GGGGS,and after codon optimization for E.coli,the recombinant plasmid pET-30a-SF was constructed and transformed into E.coli for in-duced expression.The recombinant protein SF was purified using Ni-column affinity chromatogra-phy and characterized.The peptide STGP,composed of Spy Tag,GnRH,and PADRE connected by GGGS,was conjugated with the recombinant protein SF in vitro.The self-assembled nanoparticles were observed using transmission electron microscopy(TEM)and dynamic light scattering(DLS).The prepared SF-STGP nanoparticles were mixed with MONTANIDE ISA 206 VG at a 1∶1 ratio to form the vaccine,which was then subcutaneously injected into male BALB/c mice for immunocastration evaluation.The recombinant protein SF showed the highest soluble expression when induced at 18 ℃ with 0.25 mmol/L IPTG for 14 h,and the maximum conjugation efficiency with STGP was achieved at a 1∶8 molar ratio.TEM and DLS analyses revealed that both the re-combinant protein SF and SF-STGP could self-assemble into nanoparticles with average diameters of 16.2 nm and 17.8 nm,respectively.Mouse immunization results demonstrated that the SF-STGP nanoparticle vaccine generated specific GnRH antibodies after the first immunization,with the spe-cific antibody D45o reaching its peak at the 10 th week.The SF-STGP+ISA 206 immunization group showed a peak D450 value of 2.8,and the specific antibody levels in all immunization groups were significantly higher than those in the control group(P＜0.05).Additionally,the SF-STGP nanoparticle vaccine effectively reduced serum testosterone levels in mice,with the testosterone concentration in the immunization groups being significantly lower than that in the control group(P＜0.05).Compared to the control group,the immunization group exhibits testicular atrophy.The constructed SF-STGP nanoparticle vaccine proves to be a highly effective immunogen,capable of inducing testicular atrophy and reducing gonadal hormone concentrations,demonstrating excellent castration effects.This study provides new insights into immunocastration vaccines for mammals.