OBJECTIVE: To develop a method for identifying high-risk patients among septic populations requiring mechanical ventilation, and to conduct phenotypic analysis based on this method. METHODS: Data from four sources were utilized: the Medical Information Mart for Intensive Care (MIMIC-IV 2.0, MIMIC-III 1.4), the Philips eICU-Collaborative Research Database 2.0 (eICU-CRD 2.0), and the Anhui Medical University Second Affiliated Hospital dataset. The adult patients in intensive care unit (ICU) who met Sepsis-3 and received invasive mechanical ventilation (IMV) on the first day of first admission were enrolled. The MIMIC-IV dataset with the highest data integrity was divided into a training set and a test set at a 6:1 ratio, while the remaining datasets were served as validation sets. The demographic information, comorbidities, laboratory indicators, commonly used ICU scores, and treatment measures of patients were extracted. Clinical data collected within first day of ICU admission were used to calculate the sequential organ failure assessment (SOFA) score. K-means clustering was applied to cluster SOFA score components, and the sum of squared errors (SSE) and Davies-Bouldin index (DBI) were used to determine the optimal number of disease subtypes. For clustering results, normalized methods were employed to compare baseline characteristics by visualization, and Kaplan-Meier curves were used to analyze clinical outcomes across phenotypes. RESULTS: This study enrolled patients from MIMIC-IV dataset (n = 11 166), MIMIC-III dataset (n = 4 821), eICU-CRD dataset (n = 6 624), and a local dataset (n = 110), with the four datasets showing similar median ages and male proportions exceeding 50%; using 85% of the MIMIC-IV dataset as the training set, 15% as the test set, and the rest dataset as the validation set. K-means clustering based on the six-item SOFA score was performed to determine the optimal number of clusters as 3, and patients were finally classified into three phenotypes. In the training set, compared with the patients with phenotype II and phenotype III, those with phenotype I had the more severe circulatory and respiratory dysfunction, a higher proportion of vasoactive drug usage, more obvious metabolic acidosis and hypoxia, and a higher incidence of congestive heart failure. The patients with phenotype II was dominated by respiratory dysfunction with higher visceral injury. The patients with phenotype III had relatively stable organ function. The above characteristics were consistent in both the test and validation sets. Analysis of infection-related indicators showed that the patients with phenotype I had the highest SOFA score within 7 days after ICU admission, initial decreases and later increases in platelet count (PLT), and higher counts of neutrophils, lymphocytes, and monocytes as compared with those with phenotype II and phenotype III, their blood cultures had a higher positivity rates for Gram-positive bacteria, Gram-negative bacteria and fungi as compared with those with phenotype II and phenotype III. The Kaplan-Meier curve indicated that in the training, test, and validation sets, the 28-day cumulative mortality of patients with phenotype I was significantly higher than that of patients with phenotypes II and phenotype III. CONCLUSIONS Three distinct phenotypes in septic patients receiving IMV based on unsupervised machine learning is derived, among which phenotype I, characterized by cardiorespiratory failure, can be used for the early identification of high-risk patients in this population. Moreover, this population is more prone to bloodstream infections, posing a high risk and having a poor prognosis.
Humans ; Machine Learning ; Sepsis/therapy* ; Respiration, Artificial ; Intensive Care Units ; Organ Dysfunction Scores ; Male ; Female ; Middle Aged ; Adult

Objective:To explore the efficacy of free medial sural artery perforator flap transplantation in repairing electrical burn wounds on hands and feet.Methods:This study was a retrospective observational study. From November 2017 to September 2023, 21 male patients aged 28-51 years with electrical burns on hands and feet who met the inclusion criteria were admitted to Tongren Hospital of Wuhan University & Wuhan Third Hospital. There were 23 wounds, of which 14 were on the hand and 9 on the foot; 9 were associated with exposed tendon injury, 6 were associated with bone exposure or necrosis, and 8 were associated with joint injury. The wound area after debridement was 4.0 cm×2.5 cm-14.0 cm×10.0 cm. For 2 relatively wide wounds and 2 adjacent fingers/toes wounds, the lobulated flaps centered on 2 medial sural artery perforators were designed and incised for repair. For other wounds, medial sural artery perforator flaps were designed and incised. The flap area was 5.0 cm×3.0 cm-16.0 cm×11.0 cm. The arteriovenous vessels of flap were anastomosed end-to-end with the arteriovenous vessels of the recipient area; the cutaneous nerves of 10 flaps were anastomosed with the nerves in hand wound, and the sural nerve bundle was cut to repair one digital nerve defect. The donor site wound was closed with tension-relieving sutures. Postoperative flap survival and wound healing at donor site were recorded. During follow-up, subsequent flap revision was recorded, the texture and appearance of the flap, as well as the scarring and functional recovery of the donor area of the lower leg, were observed. At the last follow-up, the recovery of hand flap sensation was observed, the satisfaction of patients with the treatment effect of each operation was investigated by using Likert scale, the hand function of the affected hand in patients with hand wounds was evaluated by using the trial standards for evaluation of partial function of upper extremity by the Hand Surgery Society of Chinese Medical Association, and the weight-bearing walking ability of the affected foot in patients with foot wounds was evaluated by Holden walking ability grading.Results:There was a slight necrosis at the distal end of one flap after surgery, which healed after dressing change. All 23 flaps survived. The sutures of the two donor areas were poorly healed due to high local tension, and the second sutures were performed after debridement and drainage, and the healing was good. The wounds of the remaining 21 donor sites healed well. Follow-up of 6-26 months after surgery showed that 3 flaps were slightly bloated, and the appearance was improved after flap reconstruction; the other flaps did not undergo subsequent revision. All flaps were soft and similar to the surrounding tissue morphology. Linear scar remained in the donor site of the lower leg, and walking function was normal. At the last follow-up, the protective sensation of the hand flap was restored; the patients were very satisfied with the results of 21 surgeries and were relatively satisfied with the results of 2 surgeries. Among the 14 patients with hand wounds, the affected hand function was rated as excellent in 10 cases, very good in 3 cases, and acceptable in one case, and the weight-bearing walking ability of the affected foot in 7 patients with foot wounds was all rated as grade Ⅴ.Conclusions:The medial sural artery perforator flap has the advantages of reliable blood supply, appropriate thickness and smoothness, and can be lobulated or cut according to the shape of the wound. The flap demonstrates superior aesthetic and functional restoration in repairing electrical burn wounds on hands and feet, achieving high patient satisfaction with the surgical treatment effect.

Objective:To investigate the carriage of the thalassemia gene in sperm donors in Chongqing,China by analyzing the thalas-semia screening and gene mutation types of sperm donors in Chongqing Human Sperm Bank(CHSB),and to provide a reference for thalassemia screening in sperm donors in Chongqing.Methods:Blood samples were collected from 488 sperm donors in CHSB(donors with all tests qualified during the quarantine)from December 2021 to August 2024.A complete blood count analysis was performed to measure the mean corpuscular volume(MCV)and mean corpuscular hemoglobin(MCH).Polymerase chain reaction(PCR)/agarose gel electrophoresis was used to detect deletional α-thalassemia mutations.PCR and DNA reverse dot blot hybridization were used to detect 3 common non-deletional α-thalassemia mutations and 17 common β-thalassemia mutations.The test results were then analyzed.Results:Among the 488 sperm donors aged 25.64±4.95 years,15(3.07％,all Han nationality)tested positive for thalassemia.This carriage rate was lower than that of the thalassemia population in Chongqing(9.24％).Among the 15 thalassemia carriers,13 had deletional α-gene mutations(-α3.7 genotype in 11 cases[73.33％],-α4.2 genotype in 1 case[6.67％],and-SEA genotype in 1 case[6.67％]),and 2 had non-deletional α-gene mutations(both with the WSM heterozygous mutation).There was only 1 case of abnor-mal MCV and MCH2 indicators among thalassemia carriers(screening positive rate was 6.67％).Conclusion:Thalassemia screening in sperm donors in CHSB reveals a low thalassemia carriage rate,reflecting geographic(predominantly Sichuan and Chongqing ori-gins)and demographic(healthy men of childbearing potential)characteristics.Given the significant impact of thalassemia on the off-spring conceived through sperm donation,it is recommended to conduct thalassemia gene screening among sperm donors in human sperm banks.

Objective:To explore the efficacy of free medial sural artery perforator flap transplantation in repairing electrical burn wounds on hands and feet.Methods:This study was a retrospective observational study. From November 2017 to September 2023, 21 male patients aged 28-51 years with electrical burns on hands and feet who met the inclusion criteria were admitted to Tongren Hospital of Wuhan University & Wuhan Third Hospital. There were 23 wounds, of which 14 were on the hand and 9 on the foot; 9 were associated with exposed tendon injury, 6 were associated with bone exposure or necrosis, and 8 were associated with joint injury. The wound area after debridement was 4.0 cm×2.5 cm-14.0 cm×10.0 cm. For 2 relatively wide wounds and 2 adjacent fingers/toes wounds, the lobulated flaps centered on 2 medial sural artery perforators were designed and incised for repair. For other wounds, medial sural artery perforator flaps were designed and incised. The flap area was 5.0 cm×3.0 cm-16.0 cm×11.0 cm. The arteriovenous vessels of flap were anastomosed end-to-end with the arteriovenous vessels of the recipient area; the cutaneous nerves of 10 flaps were anastomosed with the nerves in hand wound, and the sural nerve bundle was cut to repair one digital nerve defect. The donor site wound was closed with tension-relieving sutures. Postoperative flap survival and wound healing at donor site were recorded. During follow-up, subsequent flap revision was recorded, the texture and appearance of the flap, as well as the scarring and functional recovery of the donor area of the lower leg, were observed. At the last follow-up, the recovery of hand flap sensation was observed, the satisfaction of patients with the treatment effect of each operation was investigated by using Likert scale, the hand function of the affected hand in patients with hand wounds was evaluated by using the trial standards for evaluation of partial function of upper extremity by the Hand Surgery Society of Chinese Medical Association, and the weight-bearing walking ability of the affected foot in patients with foot wounds was evaluated by Holden walking ability grading.Results:There was a slight necrosis at the distal end of one flap after surgery, which healed after dressing change. All 23 flaps survived. The sutures of the two donor areas were poorly healed due to high local tension, and the second sutures were performed after debridement and drainage, and the healing was good. The wounds of the remaining 21 donor sites healed well. Follow-up of 6-26 months after surgery showed that 3 flaps were slightly bloated, and the appearance was improved after flap reconstruction; the other flaps did not undergo subsequent revision. All flaps were soft and similar to the surrounding tissue morphology. Linear scar remained in the donor site of the lower leg, and walking function was normal. At the last follow-up, the protective sensation of the hand flap was restored; the patients were very satisfied with the results of 21 surgeries and were relatively satisfied with the results of 2 surgeries. Among the 14 patients with hand wounds, the affected hand function was rated as excellent in 10 cases, very good in 3 cases, and acceptable in one case, and the weight-bearing walking ability of the affected foot in 7 patients with foot wounds was all rated as grade Ⅴ.Conclusions:The medial sural artery perforator flap has the advantages of reliable blood supply, appropriate thickness and smoothness, and can be lobulated or cut according to the shape of the wound. The flap demonstrates superior aesthetic and functional restoration in repairing electrical burn wounds on hands and feet, achieving high patient satisfaction with the surgical treatment effect.

Objective To explore the effect of Endoanal advancement flap(ERAF)and transanal opening of interphincteric space(TROPIS)in the treatment of complex anal fistula and their impact on anorectal pressure,so as to provide a reference for clinical selection of surgical methods.Methods Eighty-four patients with complex anal fistula admitted from October 2018 to October 2022 were divided into group E received ERAF treatment(n=48)and group T received TROPIS treatment(n=36).The clinical efficacy,operation,wound surface and anorectal pressure of the two groups were compared.Results The effective rate of treatment in Group T was 97.22％,which was higher than that in Group E(87.50％),with no statistically significant difference(P＞0.05).The surgical time[(31.53 ±7.29)minutes],intraoperative bleeding volume[(29.56±7.37)ml],and wound area[(10.03± 0.96)cm2,(8.76±0.87)cm2,(6.20±0.77)cm2]on the day of surgery,7 and 14 days after surgery in Group T were all smaller than those in Group E[(35.36±8.54)min,(36.86±8.04)ml,(12.09± 1.23)cm2,(10.52±1.09)cm2 and(7.36±0.85)cm2](P＜0.05).After surgery,the VAS score and Wexner incontinence score of Group T were(1.38±0.27)and(0.21±0.08),respectively.Group E was(1.56±0.29)and(0.33±0.09),respectively.In group T,the anorectal systolic pressure at 20 mm and 30 mm and the anorectal resting pressure at 20 mm and 30 mm were(138.18±29.58)mmHg,(136.22±35.41)mmHg,(35.47±6.58)mmHg,and(32.97±8.01)mmHg,respectively.In Group E,the data was(152.78±31.53)mmHg,(156.29±32.74)mmHg,(38.29±7.62)mmHg and(36.41±7.63)mmHg,respectively.Both groups showed a decrease in score and anorectal pressure,and group T was lower than group E(P＜0.05).The incidence of adverse reactions in Group E was 20.83％,which was higher than that in Group T(11.11％),but the difference was not statistically significant(P＞0.05).Conclusion TROPIS has a better effect in the treatment of complex anal fistula,which can shorten the operation time,reduce intraoperative bleeding,reduce postoperative pain,and protect anal function.

Objective To investigate the anatomical features of aortic arch lesions in the Chinese population in order to provide anatomical reference for the development of domestic arch en-dografts.Methods Clinical data of 83 patients with aortic arch lesions were collected from a first prospective multi-center study of WeFlow-Arch stent system,which was carried out between June 1,2021 and January 1,2024 in 17 centers across China.According to their pathologic types,they were divided into an aneurysm group(67 patients)and an ulcer group(16 patients).Preoperative computed tomography angiography images were analyzed using three-dimensional reconstruction techniques to quantify the anatomical characteristics of the aorta.The resulting data were subse-quently compared to assess the anatomical suitability of the Zenith and Relay stents for use in Chinese patients.Results The anatomical feasibility of Zenith stent and Relay stent was 39.8％and 63.9％,respectively in this investigation.No significant differences were observed between the two groups in terms of anatomical features,including arch type,aortic diameter and length,di-mensions,orientation,and angulation of arch branch vessels,as well as diameters of the left and right femoral arteries,and proximal and total aortic tortuosity indices(P＞0.05).The tortuosity index of the ascending aorta was lower in the aneurysm group than the ulcer group(1.17±0.06 vs 1.22±0.08,P=0.010),but the index within the coverage region of the stent was higher in the aneurysm group than the ulcer group(2.97±0.46 vs 2.66±0.36,P=0.020).Conclusion There are significant variations in the tortuosity indexes of the ascending aorta and the coverage region of the stent among the patients with different aortic arch lesions,and thus,attention should be paid to the variations due to their prognostic implications.The anatomical suitability of foreign de-vices is not good enough for Chinese patients,so it is of great significance for developing en-dografts specifically designed for the patients of our own country.

The rapid development of digital intelligence technologies is providing a powerful boost to the high-quality development of the healthcare system.Considering the current state of our healthcare services and guided by General Secretary Xi Jinping's insights on new quality productive forces and the directives from Third Plenary Session of Communist Party of China's 20th Central Committee,the high-quality development of the healthcare service system should focus on digital intelligence technologies such as cloud computing,big data,privacy computing,blockchain,Internet of Things(IoT),mobile computing,and AI.The key measures should include the optimization of production factors,services,and governance.Emphasis should be placed on enhancing the efficient and intensive development of the development model,ensuring the high-quality and continuous integration of the supply model,and transitioning to scientific and modern management methods.Herein,we analyzed the"factor optimization—service optimization—governance optimization"development mechanism driven by digital intelligence and proposed corresponding implementation pathways,intending to provide references for establishing a high-quality and efficient healthcare service system with Chinese characteristics.

Aim To study whether genetically predicted serum testosterone level is causally associated with sys-temic multisite atherosclerosis.Methods Based on two pooled databases of genome-wide association studies on testos-terone and atherosclerosis in European populations from two separate foreign countries,the causal effect between testosterone and atherosclerosis was assessed using two-sample Mendelian randomization analysis with data on testosterone-associated genetic variants as instrumental variables(Ⅳ),and by using the inverse-variance weighted(IVW)method,MR-Egger regression,and weighted median estimation.Results IVW results showed that genetically predicted circu-lating testosterone levels were negatively associated with the risk of peripheral atherosclerosis(OR=0.93,95％CI:0.86～1.00,P=0.01),and that elevated testosterone level may reduce the risk of developing peripheral atherosclerosis,while no evidence of a potential causal association was found with cerebral atherosclerosis,coronary atherosclerosis and other athero-sclerosis type(P＞O.05).Conclusion The final analysis showed a causal relationship between genetically predicted testosterone level and the risk of developing peripheral atherosclerosis,and the role of testosterone therapy in the prevention and treatment of atherosclerosis deserves attention and further study.

Objective:To evaluate the effect of transnasal humidified rapid insufflation ventilatory exchange (THRIVE) on regional cerebral oxygen saturation (rScO 2) during induction of general anesthesia in patients undergoing traumatic brain injury (TBI) emergency surgery. Methods:A prospective randomized controlled trial was conducted. The TBI emergency general anesthesia patients who underwent intracranial hematoma removal surgery at the Northern Jiangsu People's Hospital from January to July in 2023 were enrolled. The patients were divided into a conventional mask ventilation group and a THRIVE group using a random number table method. The patients in the conventional mask ventilation group were anesthetized and induced to pre oxygenate without positive pressure ventilation in the front mask for 10 minutes, with an oxygen flow rate of 8 L/min and an fraction of inspired oxygen (FiO 2) of 1.00. After anesthesia induction for about 90 s, tracheal intubation was performed after the muscle relaxant took effect (patient's jaw muscle was relaxed). The patients in the THRIVE group were pre oxygenated with THRIVE for 10 minutes, with an oxygen flow rate of 30 L/min and a FiO 2 of 1.00. During anesthesia induction, the oxygen flow rate was increased to 50 L/min, and anesthesia induction medication was used. The lower jaw of patient was supported with both hands to maintain airway patency, and the patient's mouth was kept closed throughout the process. After the muscle relaxant took effect (the patient's jaw muscle was relaxed), tracheal intubation was performed. At the time of patient entering the operating room, 10 minutes of pre oxygenation, and immediately after successful intubation, rScO 2 was measured on the surgical and non-surgical sides. At the same time, ultrasound was used to measure the cross-sectional area (CSA) of the gastric antrum and arterial blood gas analysis was performed. The partial pressure of end-tidal carbon dioxide (P ETCO 2) during the first mechanical ventilation after successful tracheal intubation, the incidence of hypoxemia [pulse oxygen saturation (SpO 2) < 0.95] during tracheal intubation, as well as prognostic indicators such as the length of intensive care unit (ICU) stay, total length of hospital stay, and Glasgow outcome scale (GOS) score at discharge were recorded. Results:During the study period, a total of 70 TBI patients underwent emergency general anesthesia surgery, of which 2 patients died postoperatively, 2 patients were unable to cooperate with closed mouth breathing, and 3 patients had poor ultrasound image acquisition in the gastric antrum, all of whom were excluded. A total of 63 patients were ultimately enrolled, including 32 in the conventional mask ventilation group and 31 in the THRIVE group. There were no statistically significant differences in gender, age, body mass index (BMI), American Society of Anesthesiologists (ASA) classification, Glasgow coma scale (GCS) score, optic nerve sheath diameter (ONSD), baseline vital signs, fasting situation, anesthesia time, surgical time, and intraoperative blood loss between the patients in the two groups, indicating comparability. When entering the operating room, there was no statistically significant difference in rScO 2 on the surgical and non-surgical sides, and blood gas analysis indexes arterial partial pressure of oxygen (PaO 2) and arterial partial pressure of carbon dioxide (PaCO 2) between the patients in the two groups. When pre oxygenated for 10 minutes, both the surgical and non-surgical sides rScO 2 levels in the THRIVE group were significantly higher than those in the conventional mask ventilation group (surgical side: 0.709±0.036 vs. 0.636±0.028, non-surgical side: 0.791±0.016 vs. 0.712±0.027, both P < 0.01), and the PaO 2 was significantly increased [mmHg (1 mmHg≈0.133 kPa): 450.23±60.99 vs. 264.88±49.33, P < 0.01], PaCO 2 was significantly reduced (mmHg: 37.81±3.65 vs. 43.59±3.76, P < 0.01), and the advantage continues tilled immediately after successful intubation. There was no statistically significant difference in CSA at each time point of ultrasound examination between the two groups. Compared with the conventional mask ventilation group, the patients in the THRIVE group showed a significant decrease in P ETCO 2 during the first mechanical ventilation after successful tracheal intubation (mmHg: 43.10±2.66 vs. 49.22±3.31, P < 0.01), and the incidence of hypoxemia during tracheal intubation was also significantly reduced [0% (0/31) vs. 28.12% (9/32), P < 0.01]. In terms of prognostic indicators, there was no statistically significant difference in the length of ICU stay and total length of hospital stay between the patients in the conventional mask ventilation group and the THRIVE group [length of ICU stay (days): 10 (9, 10) vs. 10 (9, 11), total length of hospital stay (days): 28.00 (26.00, 28.75) vs. 28.00 (27.00, 29.00), both P > 0.05]. However, the proportion of patients in the THRIVE group with a good prognosis at discharge (GOS score > 3) was significantly higher than that in the conventional mask ventilation group [35.5% (11/31) vs. 12.5% (4/32), P < 0.05]. Conclusion:THRIVE can significantly increase rScO 2 during anesthesia induction in TBI emergency surgery patients and improve their neurological function prognosis.

Objective To observe the influence of functional ankle instability(FAI)on balance and lower limb explosive power. Methods A total of 26 male FAI participants,13 bilateral(bilateral group)and 13 left(left group),who regularly en-gaged in high-intensity exercise,were recruited at Harbin Sport University in May,2024.Meanwhile,13 unin-jured male participants who engaged in high-intensity exercise were recruited as control group.They were mea-sured the moving area of the left foot,right foot and body center of gravity standing on feet with the eyes opened and closed;as well as the sway angle,confidence ellipse diameter(maximum and minimum)to circle area ratio,sway ratio and confidence ellipse standing on single foot,with Gaitview plantar pressure analysis system.They were also tested with Y-balance test(YBT),and were measured flight time and center of gravity height during jumps single leg left/right drift,stiffness and counter movement jump using Opto-jump Optical Measurement of Motor Quality. Results There were significant differences among the groups in swing angle,confidence ellipse diameter(maximum and minimum)to circle area ratio,swing ratio and confidence ellipse as left-leg stance with eyes closed(F>3.300,P<0.05),which was the least in the control group(P<0.05).Swing angle,swing ratio and confidence ellipse were also different among the groups as right-leg stance with eyes closed(F>4.404,P<0.05),and they were less in the control group than in the bilateral group(P<0.05),and less in the left group than in the bilateral group(P<0.05),except swing angle.There was a significant difference in YBT results(F>3.649,P<0.05),which was the least in the bilateral group(P<0.05).There were significant differences in the flight time and center of gravity height during counter movement jump(F>7.458,P<0.01),which was the least in the bilateral group(P<0.05). Conclusion FAI may impair the static balance as single-leg stance with eyes closed,dynamic balance and lower limb ex-plosive power.