This article is based on modern psychology and TCM emotional theory,combined with facial expression recognition technology,to apply deep learning methods to the digital research of TCM emotions to more accurately capture and analyze patients'emotional states.A cross-disciplinary framework was established by synthesizing facial expression-emotion correlations from psychological and TCM perspectives.The methodology included:Data annotation of TCM-defined emotional expressions using standardized coding systems;Facial expression acquisition,spatiotemporal feature extraction and emotion classification through a 3D convolutional neural network(3D CNN).The framework achieved 91.43%accuracy in video-based emotion classification.High-arousal emotional states demonstrated superior recognition performance,with anger showing optimal recall(1.000 0)and F1-score(0.946 3),while surprise attained the highest precision(0.976 0).These findings aligned with TCM pathological characteristic of"anger induces qi ascending,surprise disrupts qi flow".The digital recognition framework for TCM emotional quantification based on facial expression recognition technology exhibits strong alignment with TCM observation diagnosis,providing clinicians with an objective tool to assess the"seven emotions"and elucidating emotion-facial correlations in classical TCM theory.Future research should focus on longitudinal validation across diverse populations and establish development pathways for AI-assisted TCM diagnostic systems.

A 36-year-old male presented to the Department of Neurosurgery of the Second People′s Hospital of Hunan Province on February 12, 2024, due to "10 days of aggravated paroxysmal headache and 1 day of mental abnormality". Ten days ago, after catching a cold, the patient developed persistent low fever and paroxysmal headache. On February 12, 2024, acuted mental and behavioral abnormalities developed, including slow response, self-talk, defecation and urination, no sense of shame and other mental and behavioral abnormalities. On February 22nd, metagenomic next-generation sequencing (mNGS) in cerebrospinal fluid confirmed feline rickettsia infection. One week after doxycycline anti-rickettsia treatment, cerebrospinal fluid mNGS results indicated that the etiology turned negative, and the clinical symptoms improved. Mental disorders caused by rickettsial encephalitis in cats are rare but clinically significant. This case highlights the diagnostic value of mNGS in critical and difficult cases, and supports its integration with traditional diagnostic techniques to achieve precision medicine.

Objective:To establish 30-day of age transcutaneous bilirubin (TcB) reference curves for healthy neonates, and to investigate regional variations in bilirubin dynamics.Methods:A multicenter retrospective cohort study was conducted. A total of 220 950 healthy neonates born at a gestational age of 35-<42 weeks, with a birth weight ≥2 000 g, who did not receive phototherapy within 60 h after birth were recruited. All of them underwent remote TcB monitoring using the Bilibaby remote jaundice monitoring system between August 1 st, 2020 and December 31 st, 2024 in 426 hospitals. TcB data were collected within the period from birth to 30-day of age. The P40, P75, and P95 of TcB values were calculated, and dynamic TcB curves for 30-day of age were constructed. Patterns of bilirubin change, rates of change, and transition outcomes were described. Regional comparisons between South and North were conducted using linear mixed-effects models for TcB trajectories and Pearson′s chi-square test for outcome differences. Results:A total of 220 950 neonates were included, of whom 101 711 (46.03%) were female. Gestational age at birth was (38.75±1.12) weeks, and birth weight was (3 272±417) g. TcB levels increased rapidly within 3-day of age, peaked at 4-6-day of age, with peak values at P40, P75, and P95 of 200.6, 239.7 and 275.4 μmol/L (11.8, 14.1 and 16.2 mg/dl), respectively. TcB levels gradually declined thereafter and stabilized after 13-day of age, with values at P40, P75, and P95 fluctuating between 147.9-159.8, 190.4-200.6, and 231.2-239.7 μmol/L (8.7-9.4, 11.2-11.8, 13.6-14.1 mg/dl), respectively. Notably, among neonates categorized as low-or low-intermediate-risk within 3-day of age, 6 700 (12.76%) progressed to intermediate-high or high risk between 4 and 30 days of age. Before 13-day of age, TcB levels in the southern regions were consistently higher than those in the northern regions ( P=0.039); from 14 to 30 days of age, the overall TcB levels had no statistically difference, but the temporal changes in TcB still showed regional differences (degrees of freedom=3, all interaction P<0.05). Among neonates classified as low-or low-intermediate risk within 3-day of age, 25 326 were from southern regions, of whom 4 254 (16.80%) progressed to intermediate-high or high risk between 4 and 30 days of age. In northern regions, 27 193 neonates were classified as low-or low-intermediate risk within 3-day of age, among whom 2 446 (8.99%) progressed to intermediate-high or high risk. The risk progression between the 2 regions had statistically difference ( χ2=716.49, P<0.001). Conclusions:A TcB percentile curve for neonates within 30-day of age was established, revealing that both the overall TcB level and its temporal trend were higher in southern than in northern newborns. These findings provide baseline data to support continuous management of neonatal jaundice.

Objective:To summarize and investigate the ultrasound manifestations, clinical characteristics, causes, and prognosis of hepatic portal vein gas (HPVG) after liver transplantation in children.Methods:A case series study. Clinical data of 9 pediatric recipients diagnosed with HPVG by ultrasound after liver transplantation between January 2012 and August 2023 were collected, and the ultrasound manifestations, causes, clinical features, and prognosis of HPVG were analyzed.Results:A total of 1,850 pediatric liver transplantations were performed during the same period in Tianjin First Central Hospital, among which 9 cases (0.48%) developed HPVG; 6 cases occurred within 1 month after surgery, and 3 cases occurred more than 1 month after surgery; the duration ranged from 2 to 15 days, with a median of 7 (4.5, 9.0) days. HPVG was first detected by ultrasound in all cases, with common ultrasound manifestations including bubble-like or punctate strong echoes flowing with blood in the portal vein, and patchy strong echoes with unclear borders in the liver parenchyma. Among the 9 patients, 3 had diarrhea with intestinal flora imbalance, 2 had abdominal distension with incomplete intestinal obstruction, 1 had colonic fistula with repeated replacement of Li's tube and concurrent abdominal distension, 1 was experiencing acute T-cell-mediated rejection of the transplanted liver, and the remaining 2 were asymptomatic. Patients with diarrhea and intestinal dysbiosis were treated with Bifidobacterium Lactobacillus triple viable tablets to regulate flora and montmorillonite powder to relieve diarrhea, which gradually subsided. Patients with abdominal distension and incomplete intestinal obstruction were treated with fasting, intravenous nutrition, and enema, and the obstruction gradually resolved, along with disappearance of HPVG.Conclusion:HPVG after liver transplantation has characteristic ultrasound manifestations, and its occurrence may be related to intestinal gas, obstruction, dysbiosis, or mucosal damage. Treatment may be conservative or surgical depending on the underlying cause and severity.

This article is based on modern psychology and TCM emotional theory,combined with facial expression recognition technology,to apply deep learning methods to the digital research of TCM emotions to more accurately capture and analyze patients'emotional states.A cross-disciplinary framework was established by synthesizing facial expression-emotion correlations from psychological and TCM perspectives.The methodology included:Data annotation of TCM-defined emotional expressions using standardized coding systems;Facial expression acquisition,spatiotemporal feature extraction and emotion classification through a 3D convolutional neural network(3D CNN).The framework achieved 91.43%accuracy in video-based emotion classification.High-arousal emotional states demonstrated superior recognition performance,with anger showing optimal recall(1.000 0)and F1-score(0.946 3),while surprise attained the highest precision(0.976 0).These findings aligned with TCM pathological characteristic of"anger induces qi ascending,surprise disrupts qi flow".The digital recognition framework for TCM emotional quantification based on facial expression recognition technology exhibits strong alignment with TCM observation diagnosis,providing clinicians with an objective tool to assess the"seven emotions"and elucidating emotion-facial correlations in classical TCM theory.Future research should focus on longitudinal validation across diverse populations and establish development pathways for AI-assisted TCM diagnostic systems.

Objective:To establish 30-day of age transcutaneous bilirubin (TcB) reference curves for healthy neonates, and to investigate regional variations in bilirubin dynamics.Methods:A multicenter retrospective cohort study was conducted. A total of 220 950 healthy neonates born at a gestational age of 35-<42 weeks, with a birth weight ≥2 000 g, who did not receive phototherapy within 60 h after birth were recruited. All of them underwent remote TcB monitoring using the Bilibaby remote jaundice monitoring system between August 1 st, 2020 and December 31 st, 2024 in 426 hospitals. TcB data were collected within the period from birth to 30-day of age. The P40, P75, and P95 of TcB values were calculated, and dynamic TcB curves for 30-day of age were constructed. Patterns of bilirubin change, rates of change, and transition outcomes were described. Regional comparisons between South and North were conducted using linear mixed-effects models for TcB trajectories and Pearson′s chi-square test for outcome differences. Results:A total of 220 950 neonates were included, of whom 101 711 (46.03%) were female. Gestational age at birth was (38.75±1.12) weeks, and birth weight was (3 272±417) g. TcB levels increased rapidly within 3-day of age, peaked at 4-6-day of age, with peak values at P40, P75, and P95 of 200.6, 239.7 and 275.4 μmol/L (11.8, 14.1 and 16.2 mg/dl), respectively. TcB levels gradually declined thereafter and stabilized after 13-day of age, with values at P40, P75, and P95 fluctuating between 147.9-159.8, 190.4-200.6, and 231.2-239.7 μmol/L (8.7-9.4, 11.2-11.8, 13.6-14.1 mg/dl), respectively. Notably, among neonates categorized as low-or low-intermediate-risk within 3-day of age, 6 700 (12.76%) progressed to intermediate-high or high risk between 4 and 30 days of age. Before 13-day of age, TcB levels in the southern regions were consistently higher than those in the northern regions ( P=0.039); from 14 to 30 days of age, the overall TcB levels had no statistically difference, but the temporal changes in TcB still showed regional differences (degrees of freedom=3, all interaction P<0.05). Among neonates classified as low-or low-intermediate risk within 3-day of age, 25 326 were from southern regions, of whom 4 254 (16.80%) progressed to intermediate-high or high risk between 4 and 30 days of age. In northern regions, 27 193 neonates were classified as low-or low-intermediate risk within 3-day of age, among whom 2 446 (8.99%) progressed to intermediate-high or high risk. The risk progression between the 2 regions had statistically difference ( χ2=716.49, P<0.001). Conclusions:A TcB percentile curve for neonates within 30-day of age was established, revealing that both the overall TcB level and its temporal trend were higher in southern than in northern newborns. These findings provide baseline data to support continuous management of neonatal jaundice.

A 36-year-old male presented to the Department of Neurosurgery of the Second People′s Hospital of Hunan Province on February 12, 2024, due to "10 days of aggravated paroxysmal headache and 1 day of mental abnormality". Ten days ago, after catching a cold, the patient developed persistent low fever and paroxysmal headache. On February 12, 2024, acuted mental and behavioral abnormalities developed, including slow response, self-talk, defecation and urination, no sense of shame and other mental and behavioral abnormalities. On February 22nd, metagenomic next-generation sequencing (mNGS) in cerebrospinal fluid confirmed feline rickettsia infection. One week after doxycycline anti-rickettsia treatment, cerebrospinal fluid mNGS results indicated that the etiology turned negative, and the clinical symptoms improved. Mental disorders caused by rickettsial encephalitis in cats are rare but clinically significant. This case highlights the diagnostic value of mNGS in critical and difficult cases, and supports its integration with traditional diagnostic techniques to achieve precision medicine.

Objective:To summarize and investigate the ultrasound manifestations, clinical characteristics, causes, and prognosis of hepatic portal vein gas (HPVG) after liver transplantation in children.Methods:A case series study. Clinical data of 9 pediatric recipients diagnosed with HPVG by ultrasound after liver transplantation between January 2012 and August 2023 were collected, and the ultrasound manifestations, causes, clinical features, and prognosis of HPVG were analyzed.Results:A total of 1,850 pediatric liver transplantations were performed during the same period in Tianjin First Central Hospital, among which 9 cases (0.48%) developed HPVG; 6 cases occurred within 1 month after surgery, and 3 cases occurred more than 1 month after surgery; the duration ranged from 2 to 15 days, with a median of 7 (4.5, 9.0) days. HPVG was first detected by ultrasound in all cases, with common ultrasound manifestations including bubble-like or punctate strong echoes flowing with blood in the portal vein, and patchy strong echoes with unclear borders in the liver parenchyma. Among the 9 patients, 3 had diarrhea with intestinal flora imbalance, 2 had abdominal distension with incomplete intestinal obstruction, 1 had colonic fistula with repeated replacement of Li's tube and concurrent abdominal distension, 1 was experiencing acute T-cell-mediated rejection of the transplanted liver, and the remaining 2 were asymptomatic. Patients with diarrhea and intestinal dysbiosis were treated with Bifidobacterium Lactobacillus triple viable tablets to regulate flora and montmorillonite powder to relieve diarrhea, which gradually subsided. Patients with abdominal distension and incomplete intestinal obstruction were treated with fasting, intravenous nutrition, and enema, and the obstruction gradually resolved, along with disappearance of HPVG.Conclusion:HPVG after liver transplantation has characteristic ultrasound manifestations, and its occurrence may be related to intestinal gas, obstruction, dysbiosis, or mucosal damage. Treatment may be conservative or surgical depending on the underlying cause and severity.

Objective:To obtain the normal reference range of hemodynamic ultrasound parameters after pediatric liver transplantation through big data query and statistical analysis, and compare their changes with age.Methods:The clinical liver transplantation ultrasound imaging database software V1.0 independently developed by Tianjin First Central Hospital was used to query the ultrasound hemodynamic parameters of 0-14 years old pediatric patients after parental liver transplantation from December 2012 to December 2022, including portal vein diameter (PVD) on the 1st day, 7th day, 1st month, 6th month, 1st year, 5th year, and 10th year after surgery. The changes in ultrasound blood flow parameters such as portal vein velocity (PVV), hepatic artery peak velocity (S), hepatic artery end diastolic velocity (D), and left hepatic vein velocity (LHVV) with postoperative time in different age groups were analyzed, the differences between age groups were compared, and statistical analysis was perform to obtain the 95% reference value range for each parameter.Results:A total of 731 pediatric patients aged 0-14 years who underwent parental liver transplantation were included in this study, with a total of 5 283 monitoring results. The ultrasound hemodynamic parameters PVV, hepatic artery S, D, and LHVV were highest at 7th day after surgery, and gradually showed a sustained and slightly decreasing trend with the prolongation of postoperative time. At the same time, there was no statistically significant difference in PVV, hepatic artery S, D, and LHVV among different age groups (all P>0.05). Conclusions:This study obtains the trend of ultrasound hemodynamic parameters after pediatric liver transplantation with prolonged follow-up time, and compared them among different age groups.After pediatric liver transplantation, there is no significant change in liver hemodynamic parameters with increasing age. Obtaining reference value ranges for various parameters in different age groups is of great clinical significance for early detection and diagnosis of postoperative vascular complications. Pediatric liver transplantation is more complex than adult liver transplantation, and in clinical monitoring, more attention should be paid to the dynamic changes of transplanted liver blood flow, combining with individual patient status, to provide imaging support for clinical diagnosis.

Objective To retrospectively analyze the epidemiological trend of children with lower gastrointestinal bleeding in recent 10 years,and investigate the change of their disease burden,so as to provide a theoretical basis for the accurate prevention and control of children's lower gastrointestinal bleeding. Methods A total of 671 children with "lower gastrointestinal bleeding" who were diagnosed in our hospital from 2012 to 2021 were collected as research subjects. To analyze the microscopic examination rate and common etiology of lower gastrointestinal bleeding in children in the past 10 years,as well as the epidemiological characteristics of different age groups, different regions and different basic diseases; Calculate and compare the rate of disability life lost (YLD), early death life lost (YLL) and disability adjusted life year (DALY) of children with lower gastrointestinal bleeding within 10 years, and calculate the annual change percentage (AAPC) to analyze the change trend of disease burden. Results The microscopic examination rate of children with lower gastrointestinal bleeding showed a trend of increasing in the past 10 years (P<0.001). Among them, the most common causes are Crohn's disease, ulcerative colitis and chronic colitis. The proportion of children with lower gastrointestinal bleeding was higher in boys, >18 years old, hypertension and gastroenteritis. The DALY rate, YLL rate and YLD rate caused by lower gastrointestinal bleeding in the past 10 years showed an upward trend (P<0.05). Conclusion The microscopic examination rate of lower gastrointestinal bleeding in children was graduallyincreasing,and the prevalence rate of basic diseases such as boys,hypertension and gastroenteritis was increasing;in addition,the disease burden caused by children's lower gastrointestinal bleeding was also increasing year by year and should be protected.