Colorimetric analysis is a detection and quantification method based on observable color changes in response to analytes,which offers significant advantages including visually detectable signals,straightforward operation,rapid response,and low cost.Consequently,it plays a crucial role in a variety of fields.With increasingly diverse and complex application,colorimetric analysis requires continuous improvement in sensitivity,adaptability to diverse detection environments,and complex data handling capabilities.In recent years,the development of artificial intelligence technology,particularly within its core domain of machine learning(ML),has led to significant advancements in colorimetric analysis.The ML-assisted colorimetric analysis enables high-throughput and high-sensitivity detection,alongside automated analysis,thereby providing novel strategies to overcome the inherent limitations.This review categorized machine learning techniques and summarized their application in colorimetric analysis,introducing two fundamental categories of supervised learning,and unsupervised learning based on the division of core learning paradigms.The research progress of ML-assisted colorimetric analysis in the fields of environmental monitoring,biochemical detection,and food safety were summarized.Finally,the current challenges facing by this research area were analyzed and the research prospect of ML-assisted colorimetric analysis was outlined.

Oligodendrocyte lineage cells, including oligodendrocyte precursor cells (OPCs) and oligodendrocytes (OLs), are essential in establishing and maintaining brain circuits. Autophagy is a conserved process that keeps the quality of organelles and proteostasis. The role of autophagy in oligodendrocyte lineage cells remains unclear. The present study shows that autophagy is required to maintain the number of OPCs/OLs and myelin integrity during brain aging. Inactivation of autophagy in oligodendrocyte lineage cells increases the number of OPCs/OLs in the developing brain while exaggerating the loss of OPCs/OLs with brain aging. Inactivation of autophagy in oligodendrocyte lineage cells impairs the turnover of myelin basic protein (MBP). It causes MBP to accumulate in the cytoplasm as multimeric aggregates and fails to be incorporated into integral myelin, which is associated with attenuated endocytic recycling. Inactivation of autophagy in oligodendrocyte lineage cells impairs myelin integrity and causes demyelination. Thus, this study shows autophagy is required to maintain myelin quality during aging by controlling the turnover of myelin components.
Animals ; Autophagy/physiology* ; Oligodendroglia/metabolism* ; Myelin Sheath/physiology* ; Aging/pathology* ; Myelin Basic Protein/metabolism* ; Cell Lineage/physiology* ; Mice ; Oligodendrocyte Precursor Cells ; Mice, Inbred C57BL ; Brain/cytology* ; Cells, Cultured ; Cell Count

OBJECTIVE: To compare the efficacy of percutaneous pedicle screw combined with unilateral nail placement combined with bone cement strengthening and bilateral nail placement in the treatment of osteoporotic thoracic and lumbar fractures. METHODS: A retrospective case-control study was used to analyze the clinical data of 78 patients with osteoporotic thoracic and lumbar fractures admitted from October 2017 to May 2019. According to the surgical method, it was divided into percutaneous pedicle screw combined with unilateral nail placement combined with unilateral bone cement strengthening group(bone cement group) and percutaneous pedicle screw combined with bilateral nail placement(screw group). In the bone cement group, 40 patients included 16 males and 24 females, with a mean age of (62.1±8.1) years old. In the screw group, 38 patients included 18 males and 20 females with a mean age of (65.1±9.3) years old. The operation time, intraoperative blood loss, length of hospital stay and postoperative complications were compared between two groups. The kyphosis Cobb angle, anterior edge height ratio, central height ratio and pain visual analogue score(VAS) were compared. RESULTS: All patients were followed up for 25 to 36 months. The operation time (70.1±17.3) min of the cement group was shorter than that of the screw group (78.6±18.2) min(P<0.05). There were no significant differences in intraoperative blood loss and length of hospital stay(P>0.05). The VAS in the cement group 1 year 1.5±0.5 and the latest follow-up 0.5±0.3 after operation were lower than 1 year 1.8±0.3 and the latest follow-up 0.8±0.4 in the screw group(P<0.05). The kyphosis Cobb angle, anterior edge height ratio, central height ratio in bone cement group, 1 year (6.2±1.2)°, (86.6±3.5)%, (91.1±2.5)%, the last follow-up (6.4±0.7)°, (85.5±3.3)%, (90.5±6.3)% were better than that of the screw group 1 year (6.8±1.4)°, (83.1±2.4)%, (89.9±3.4)% and the latest follow-up (7.1±1.1)°, (82.6±4.1)%, (87.6±5.9)%(P<0.05). There were 3 cases of bone cement leakage in the cement group, all of which had no clinical symptoms;and 2 cases of pedicle screws were extracted in the screw group, and the screws were removed at the last follow-up. CONCLUSION Percutaneous pedicle screw combined with unilateral nail placement combined with bone cement strengthening and bilateral nail placement in the treatment of osteoporotic thoracic and lumbar compression fractures in the elderly can achieve satisfactory efficacy and effectively relieve the pain of patients, but the former internal fixation system is more stable, and the long-term follow-up can effectively maintain the height of the anterior middle column and the correction of kyphosis deformity, and the incidence of chronic low back pain is lower.
Humans ; Male ; Female ; Aged ; Bone Cements ; Middle Aged ; Thoracic Vertebrae/surgery* ; Lumbar Vertebrae/surgery* ; Retrospective Studies ; Spinal Fractures/surgery* ; Osteoporotic Fractures/surgery* ; Case-Control Studies ; Bone Nails ; Pedicle Screws

OBJECTIVE: To explore the efficacy and safety of human epidermal growth factor gel in the treatment of pin tract infections after surgery in patients with severe spinal deformity. METHODS: A retrospective case-control study was conducted to analyze the clinical data of 26 patients with pin tract infections after skull-pelvic ring traction for severe spinal deformity admitted from February 2019 to May 2022. Among them, 11 were male and 15 were female;the age ranged from 18 to 31 years, with an average of (24.1±4.3) years;the Cobb angle ranged 80.3° to 120.7°, with an average of (88.6±10.2)°;there were 52 iliac traction pins, 104 pin tract openings, and 38 pin tract infections. According to the Checketts-Otterbum classification, there were 11 infections of gradeⅠ, 13 infections of gradeⅡ, 10 infections of grade Ⅲ, and 4 infections of grade Ⅳ. The patients were divided into the conventional dressing change group (13 cases) and the growth factor group (13 cases) by coin flipping. Clinical efficacy was evaluated by recording the visual analogue scale(VAS) score during dressing change, duration of dressing change, cost of dressing change, positive rate of bacterial culture, wound improvement rate, and wound improvement time. RESULTS: There were no statistically significant differences in VAS or duration of dressing change between the two groups (P>0.05). The cost of dressing change was (800.0±59.5) yuan in the conventional dressing change group and (1 179.5±80.9) yuan in the growth factor group, with a statistically significant difference (P<0.05). There was no statistically significant difference in the positive rate of bacterial culture between the two groups (P>0.05). In the conventional dressing change group, within 20 pin tract infections, 2 infections achieved wound healing, 7 infections showed improvement, and 11 infections were ineffective;in the growth factor group, within 18 pin tract infections 5 infections achieved wound healing, 8 infections showed improvement, and 5 infections were ineffective, with a statistically significant difference between the two groups (P<0.05). The wound healing time was (22.8±4.9) days in the conventional dressing change group and (14.2±2.5) days in the growth factor group, with a statistically significant difference (P<0.05). No complications occurred in either group. CONCLUSION The application of human epidermal growth factor gel in the treatment of pin tract infections after skull-pelvic ring surgery in patients with severe spinal deformity is easy to operate, does not increase patient pain, and has significant efficacy. It shortens wound healing time, effectively promotes wound healing, and has good safety and high cost-effectiveness.
Humans ; Male ; Female ; Adult ; Adolescent ; Retrospective Studies ; Case-Control Studies ; Young Adult ; Epidermal Growth Factor/therapeutic use* ; Traction/adverse effects* ; Gels ; Bone Nails/adverse effects* ; Surgical Wound Infection/drug therapy*

BACKGROUND: It is inaccurate to reflect the level of dust exposure through working years. Furthermore, identifying a predictive indicator for lung function decline is significant for coal miners. The study aimed to explored whether club cell secretory protein (CC16) levels can reflect early lung function changes. METHODS: The cumulative respiratory dust exposure (CDE) levels of 1,461 coal miners were retrospectively assessed by constructed a job-exposure matrix to replace working years. Important factors affecting lung function and CC16 were selected by establishing random forest models. Subsequently, the potential of CC16 to reflect lung injury was explored from multiple perspectives. First, restricted cubic spline (RCS) models were used to compare the trends of changes in lung function indicators and plasma CC16 levels after dust exposure. Then mediating analysis was performed to investigate the role of CC16 in the association between dust exposure and lung function decline. Finally, the association between baseline CC16 levels and follow-up lung function was explored. RESULTS: The median CDE were 35.13 mg/m³-years. RCS models revealed a rapid decline in forced vital capacity (FVC), forced expiratory volume in the first second (FEV₁), and their percentages of predicted values when CDE exceeded 25 mg/m³-years. The dust exposure level (<5 mg/m³-years) causing significant changes in CC16 was much lower than the level (25 mg/m³-years) that caused changes in lung function indicators. CC16 mediated 11.1% to 26.0% of dust-related lung function decline. Additionally, workers with low baseline CC16 levels experienced greater reductions in lung function in the future. CONCLUSIONS CC16 levels are more sensitive than lung indicators in reflecting early lung function injury and plays mediating role in lung function decline induced by dust exposure. Low baseline CC16 levels predict poor future lung function.
Uteroglobin/blood* ; Humans ; Dust/analysis* ; Occupational Exposure/analysis* ; Male ; Middle Aged ; Adult ; Retrospective Studies ; Lung Injury/chemically induced* ; Coal Mining ; Biomarkers/blood* ; China/epidemiology* ; Air Pollutants, Occupational ; Female

Three common faults of Siemens SOMATOM Force Dual Source CT were investigated in terms of phenomenon,cause,troubleshooting measure and maintenance experience.References were provided for treating similar faults.[Chinese Medical Equipment Journal,2025,46(9):114-117]

Objective:To analyze intestinal microecological differences and their correlation with psychological status in patients with constipated irritable bowel syndrome(IBS-C)and functional constipation(FC).Methods:A total of 160 patients with IBS-C and FC attending the outpatient and inpatient departments of the Department of Gastroenterology at the General Hospital of Ningxia Medical University from January 2021 to January 2024 were selected and grouped according to the type of disease into the IBS-C group(80 patients)and the FC group(80 patients),and 80 patients who had a health checkup during the same period were selected as the control group.Fresh fecal specimens were taken from all subjects,and 16S rRNA sequencing was used to detect the intestinal flora,and the indices of intestinal microecological diversity(Ace index,Chao index,Shannon index,and Sobs index)were detected,and the psychological state of the subjects was assessed by using the Self-Assessment Scale for Anxiety(SAS)and the Self-Depression Scale(SDS).Pearson's correlation method was used to analyze the correlation between intestinal microecology and correlation with psychological state in IBS-C and FC patients.Result:Bifidobacteria and Lactobacillus levels were lower in both the FC and IBS-C groups compared with the control group,and the decrease was more pronounced in the IBS-C group(P＜0.05).Enterobacteriaceae and Enterococci contents were higher in patients in the FC and IBS-C groups(P＜0.05),with the greatest increase in the IBS-C group(P＜0.05);Microbial diversity analysis showed that there were differences in Ace,Chao,Shannon and Sobs indices among the three groups(P＜0.05).All diversity indices were lower in the FC and IBS-C groups than in the control group,and the degree of reduction was more pronounced in the IBS-C group than in the FC group(P＜0.05);The SAS and SDS scores of both FC and IBS-C groups were higher than those of the control group,and the scores of the IBS-C group were higher than those of the FC group(P＜0.05);correlation analysis showed that,in the IBS-C and FC groups,Bifidobacterium and Lactobacillus,Ace index,Chao index,Shannon index,and Sobs index were negatively correlated with SAS and SDS scores.Enterobacteriaceae and Enterococci were positively correlated with SAS and SDS scores(P＜0.05).Conclusion:There are possible differences in the gut microbiota between IBS-C and FC patients.The imbalance of gut microbiota is more significant in IBS-C patients,and gut microbiota is closely related to psychological status.Clinical treatment of IBS-C and FC should pay attention to the regulation of gut microbiota and intervention of psychological status.

Objective:To analyze intestinal microecological differences and their correlation with psychological status in patients with constipated irritable bowel syndrome(IBS-C)and functional constipation(FC).Methods:A total of 160 patients with IBS-C and FC attending the outpatient and inpatient departments of the Department of Gastroenterology at the General Hospital of Ningxia Medical University from January 2021 to January 2024 were selected and grouped according to the type of disease into the IBS-C group(80 patients)and the FC group(80 patients),and 80 patients who had a health checkup during the same period were selected as the control group.Fresh fecal specimens were taken from all subjects,and 16S rRNA sequencing was used to detect the intestinal flora,and the indices of intestinal microecological diversity(Ace index,Chao index,Shannon index,and Sobs index)were detected,and the psychological state of the subjects was assessed by using the Self-Assessment Scale for Anxiety(SAS)and the Self-Depression Scale(SDS).Pearson's correlation method was used to analyze the correlation between intestinal microecology and correlation with psychological state in IBS-C and FC patients.Result:Bifidobacteria and Lactobacillus levels were lower in both the FC and IBS-C groups compared with the control group,and the decrease was more pronounced in the IBS-C group(P＜0.05).Enterobacteriaceae and Enterococci contents were higher in patients in the FC and IBS-C groups(P＜0.05),with the greatest increase in the IBS-C group(P＜0.05);Microbial diversity analysis showed that there were differences in Ace,Chao,Shannon and Sobs indices among the three groups(P＜0.05).All diversity indices were lower in the FC and IBS-C groups than in the control group,and the degree of reduction was more pronounced in the IBS-C group than in the FC group(P＜0.05);The SAS and SDS scores of both FC and IBS-C groups were higher than those of the control group,and the scores of the IBS-C group were higher than those of the FC group(P＜0.05);correlation analysis showed that,in the IBS-C and FC groups,Bifidobacterium and Lactobacillus,Ace index,Chao index,Shannon index,and Sobs index were negatively correlated with SAS and SDS scores.Enterobacteriaceae and Enterococci were positively correlated with SAS and SDS scores(P＜0.05).Conclusion:There are possible differences in the gut microbiota between IBS-C and FC patients.The imbalance of gut microbiota is more significant in IBS-C patients,and gut microbiota is closely related to psychological status.Clinical treatment of IBS-C and FC should pay attention to the regulation of gut microbiota and intervention of psychological status.

Three common faults of Siemens SOMATOM Force Dual Source CT were investigated in terms of phenomenon,cause,troubleshooting measure and maintenance experience.References were provided for treating similar faults.[Chinese Medical Equipment Journal,2025,46(9):114-117]