1.A prospective study in insulin regimen de-escalation from multiple daily injection in patients with poorly controlled Type 2 Diabetes Mellitus
Yik Hin Chin ; Xun Ting Tiong ; Noor Lita Adam ; Subashini Rajoo ; Chin Voon Tong ; Miza Hiryanti Binti Zakaria ; Daanisha Nayar ; Sze Wei Lim ; Siew Hui Foo
Journal of the ASEAN Federation of Endocrine Societies 2026;41(S1):5-
Introduction:
Multiple daily insulin injections, while effective for glycemic control, impose considerable costs on healthcare systems
and carry inherent risks including hypoglycemia, weight gain, and poor treatment adherence. This study evaluates the
glycemic effects of insulin regimen de-escalation from multiple daily injections in poorly controlled type 2 diabetes mellitus
(T2DM) patients and explores the predictors of successful insulin de-escalation.
Methodology:
This is a multi-centred, prospective observational study of adult T2DM patients on multiple daily insulin injections
with hemoglobin A1c (HbA1c) 7–12% who underwent de-escalation to one or two injections. Patients were reassessed
at 3 months and 6 months. Primary endpoint was change in HbA1c from baseline. Secondary endpoints were changes in
body weight, hypoglycemia frequency, treatment adherence and predictors of successful insulin de-escalation defined
by at least a 0.3% reduction in HbA1c while on de-escalated regimen.
Results:
A total of 80 patients were included. HbA1c improved from 9.23 to 8.52% (p <0.001) with total daily insulin dose reduction
from 0.81 + 0.35 units per kg to 0.46 + 0.24 units per kg. Symptomatic hypoglycemia decreased from 22.5 to 5.0%. Insulin
adherence improved from 50.0 to 92.3%. Body weight decreased by 1.4 kg. Forty-nine patients (61.3%) were successfully
de-intensified. Factors associated with successful insulin de-escalation included a high baseline HbA1c, high fasting blood
glucose and higher estimated glomerular filtration rate, while increased age, disease duration and being Indian were
associated with unsuccessful insulin de-escalation. After adjustment of the confounders, only HbA1c (OR 2.07, 95% CI
1.23–3.46, p = 0.006) and the status of being Indian (OR 0.21, 95% CI 0.05–0.94, p = 0.041) remained as significant positive
and negative predictors respectively for successful insulin de-intensification.
Conclusion
Insulin regimen de-escalation, when combined with optimized oral glucose-lowering agents, improved glycemic control
and treatment adherence while reducing hypoglycemia and body weight. These findings support insulin therapy deescalation as a safe, effective strategy for poorly controlled T2DM patients taking multiple daily insulin injections.
Diabetes Mellitus, Type 2
;
Prospective Studies
;
Insulins
2.Application of precise-guided temporary fixation assistive devices in proximal femoral nail antirotation fixation for femoral intertrochanteric fractures.
Wanming QU ; Hongbin ZHOU ; Xiangwei ZHANG ; Qinghua XIANG ; Wenbin SHEN ; Xin YU ; Wenyao CHEN ; Xinzhi LI
Chinese Journal of Reparative and Reconstructive Surgery 2025;39(6):680-685
OBJECTIVE:
To investigate the feasibility and effectiveness of precise-guided temporary fixation assistive devices in assisting the main nail guide pin placement and precise temporary fixation in proximal femoral nail antirotation (PFNA) internal fixation of femoral intertrochanteric fractures.
METHODS:
A prospective randomized controlled study was conducted to analyze the clinical data of 60 patients with femoral intertrochanteric fractures over 65 years old who met the selection criteria between January 2020 and June 2022 and were treated with PFNA internal fixation. The patients were randomly divided into the trial group (auxiliary device guided main nail guide pin placement and temporary fixation) and the control group (conventional treatment), with 30 cases in each group. There was no significant difference in baseline data such as gender, age, cause of injury, time from injury to operation, fracture side, AO/Orthopaedic Trauma Association (AO/OTA) classification, and combined medical diseases between the two groups ( P>0.05). The operation time, times of main nail guide pin placement, intraoperative fluoroscopy frequency, intraoperative blood loss, and perioperative blood transfusion were recorded and compared between the two groups. The quality of fracture reduction was evaluated by CHANG Shimin et al criteria. Harris score was used to evaluate the hip function at 1 year after operation.
RESULTS:
In the trial group, 2 temporary fixation needles were successfully placed 2-5 times, including 2 times in 13 cases (43.3%), 3 times in 8 cases (26.7%), 4 times in 7 cases (23.3%), and 5 times in 2 cases (6.7%). The operation time, times of main nail guide pin placement, intraoperative fluoroscopy frequency, and intraoperative blood loss in the trial group were significantly less than those in the control group, and the reduction quality score was significantly better than that in the control group ( P<0.05). There was no significant difference in perioperative blood transfusion between the two groups ( P>0.05). All patients were followed up 12-19 months (mean, 15 months). There was no complication such as incision infection, deep vein thrombosis, or internal fixation loosening. At 1 year after operation, the Harris score of the affected hip joint in the trial group was significantly higher than that in the control group ( P<0.05).
CONCLUSION
The technique of main nail guide pin placement and temporary fixation under the guidance of auxiliary devices in PFNA internal fixation can achieve faster insertion of the main nail guide pin, accurate temporary fixation to maintain reduction, and avoid the subsequent operation space, so as to improve the effectiveness.
Humans
;
Bone Nails
;
Male
;
Female
;
Hip Fractures/surgery*
;
Fracture Fixation, Intramedullary/instrumentation*
;
Aged
;
Prospective Studies
;
Operative Time
;
Treatment Outcome
;
Fracture Fixation, Internal/instrumentation*
;
Aged, 80 and over
3.Observation on analgesic efficacy of ultrasound-guided high fascia iliac compartment block for tourniquet-related pain following total knee arthroplasty.
Qingqing YU ; Yingchao TANG ; Haiyu FU ; Li JIANG ; Benjing SONG ; Wei WANG ; Qingyun XIE ; Song CHEN
Chinese Journal of Reparative and Reconstructive Surgery 2025;39(8):1045-1050
OBJECTIVE:
To evaluate the analgesic efficacy of ultrasound-guided high fascia iliaca compartment block (HFICB) in managing tourniquet-related pain following total knee arthroplasty (TKA).
METHODS:
A prospective randomized controlled trial was conducted involving 84 patients with severe knee osteoarthritis or rheumatoid arthritis who underwent unilateral TKA between March 2024 and December 2024. Patients were randomly assigned to two groups ( n=42) using a random number table. In the trial group, ultrasound-guided HFICB was performed preoperatively, with 0.2% ropivacaine injected into the fascia iliaca compartment. No intervention was administered in the control group. Baseline characteristics, including gender, age, surgical side, body mass index, and preoperative visual analogue scale (VAS) scores at rest and during movement, showed no significant difference between the two groups ( P>0.05). In both groups, a tourniquet was applied after osteotomy and before pulsed lavage, and removed after the closure of the first layer of the joint capsule. Postoperative assessments were conducted at 6, 12, 24, and 48 hours, including VAS scores at the tourniquet site (at rest and during movement), Bromage motor block scores, Ramsay sedation scores, and Bruggrmann comfort scale (BCS) scores to evaluate patient comfort. Additionally, the average tramadol consumption and incidence of nausea and vomiting within 48 hours postoperatively were recorded and compared.
RESULTS:
In the trial group and control group, VAS scores during movement at the tourniquet site significantly improved at all postoperative time points compared to preoperative levels ( P<0.05). VAS scores at rest increased transiently at 6 hours after operation in both groups, and then gradually decreased to the preoperative level. Except that there was no significant difference at 48 hours after operation in the trial group ( P>0.05), there were significant differences at other time points of two groups compared to preoperative score ( P<0.05). Except for VAS score at rest at 6 hours, VAS score during movement at 48 hours, and BCS comfort score at 48 hours ( P>0.05), the trial group showed significantly better outcomes than the control group in terms of VAS score at rest, VAS score during movement, Ramsay sedation scores, and BCS comfort scores at all other time points ( P<0.05). No significant difference was found in Bromage motor block scores between the groups ( P>0.05). Tramadol was used in 3 patients in the trial group and 7 patients in the control group within 48 hours after operation, the dosage was (133.30±14.19) mg and (172.40±22.29) mg, showing significant difference ( P<0.05). Nausea and vomiting occurred in 4 patients (9.5%) in the trial group and 3 patients (7.1%) in the control group, with no significant difference in incidence between groups ( P>0.05).
CONCLUSION
Ultrasound-guided HFICB provides effective analgesia for tourniquet-related pain following TKA, facilitates early postoperative functional recovery of the knee joint, and may serve as a valuable clinical option for postoperative pain management in TKA patients.
Humans
;
Arthroplasty, Replacement, Knee/adverse effects*
;
Nerve Block/methods*
;
Male
;
Female
;
Pain, Postoperative/etiology*
;
Tourniquets/adverse effects*
;
Prospective Studies
;
Middle Aged
;
Ropivacaine/administration & dosage*
;
Aged
;
Ultrasonography, Interventional
;
Anesthetics, Local/administration & dosage*
;
Pain Measurement
;
Fascia
;
Osteoarthritis, Knee/surgery*
;
Treatment Outcome
;
Arthritis, Rheumatoid/surgery*
4.A prospective controlled study on degenerative lumbar spondylolisthesis treated with three steps and nine methods combined with physiotherapy.
Shu-Ming ZHANG ; Jia-le ZHENG ; Huan-Huan GU ; Jin-Hai XU ; Wen MO
China Journal of Orthopaedics and Traumatology 2025;38(8):769-778
OBJECTIVE:
To explore the clinical efficacy and safety of the "Three-Step Nine-Method Lumbar Correction" combined with physical therapy in the treatment of patients with degenerative lumbar spondylolisthesis(DLS).
METHODS:
From January 2021 to December 2021, 72 patients diagnosed with DLS were enrolled and divided into the Three-Step Nine-Method Lumbar Correction group and the pelvic traction group, with 36 cases in each group. In the Three-Step Nine-Method Lumbar Correction group, there were 15 males and 21 females;aged 54 to 66 years old, with an average of (59.07±5.69) years old;the course of disease was 14 to 26 years old, with an average of (20.35±5.66) years old. They were treated with the Three-Step Nine-Method Lumbar Correction combined with low-frequency physical therapy, 3 times a week, for a 4-week course. In the pelvic traction group, there were 12 males and 24 females;aged 54 to 66 years old, with an average of (59.69±5.59) years old;the course of disease was 13 to 26 years old, with an average of (19.74±5.80) years old. They were treated with pelvic traction combined with low-frequency physical therapy. Efficacy evaluation was conducted using the visual analogue scale(VAS), Oswestry disability index(ODI), Japanese Orthopaedic Association (JOA) score, and Short Form 36 Health Survey (SF-36) before treatment, after 2 and 4 weeks of treatment, and at the 8-week follow-up after the end of treatment. In addition, imaging parameters of paravertebral muscles were evaluated before treatment and at the completion of treatment.
RESULTS:
All 72 patients completed the follow-up for 8 weeks. At the 8-week follow-up after the end of treatment, in the Three-Step Nine-Method Lumbar Correction group, the VAS score for low back pain decreased from (6.25±1.23) points before treatment to (1.25±0.65) points, with a statistically significant difference (P<0.05);the ODI decreased from (57.17±7.13)% before treatment to (19.89±5.66)%, with a statistically significant difference (P<0.05);the JOA score and SF-36 score increased from (15.46±3.20) points and (35.25±9.28) points before treatment to (23.75±2.10) points and (62.31±13.03) points, respectively, with statistically significant differences (P<0.05). The improvement of each index in the Three-Step Nine-Method Lumbar Correction group was better than that in the pelvic traction group (P<0.05), but the change in imaging parameters was not significant (P>0.05). There was no statistically significant difference in the incidence of adverse reactions between the two groups (P>0.05), and no serious adverse events occurred.
CONCLUSION
The Three-Step Nine-Method Lumbar Correction combined with physical therapy has a definite efficacy in the treatment of DLS. It can significantly relieve pain symptoms, improve physical function and patients' quality of life. Its effect is better than that of pelvic traction combined with physical therapy, and it has high safety. However, its improvement on paravertebral muscles is not obvious.
Humans
;
Male
;
Female
;
Middle Aged
;
Spondylolisthesis/physiopathology*
;
Aged
;
Prospective Studies
;
Lumbar Vertebrae/physiopathology*
;
Physical Therapy Modalities
;
Adult
5.Novel approach of plate assisted buttressing in Hoffa fracture.
Amit SINGH ; Nirottam SINGH ; Gaurav SIWACH ; Mohit BANSAL ; Hemant JAIN ; Kishore RAICHANDANI
Chinese Journal of Traumatology 2025;28(3):175-180
PURPOSE:
Hoffa fracture is a femoral condyle fracture in the coronal plane. The lateral condyle is more commonly involved. The diagnosis is often difficult to detect with routine radiographs. Conservative management in this type of fracture resulted in nonunion, malunion, and other complications, such as stiff knee. Therefore, surgical management is mandatory in displaced fractures. Previous studies suggest only application of cancellous screw fixation, but these are not enough to counter vertical shear stress. Therefore, this study will evaluate the clinical outcomes of open reduction and internal fixation of Letenneur type I Hoffa fracture using cancellous screws with posterior buttressing plate.
METHOD:
This was a prospective cohort study conducted from March 2017 to July 2022 in orthopaedics department of tertiary care center after approval of institutional ethical committee. The study included 36 patients with Letenneur type I fractures treated by open reduction and internal fixation using posterior buttress plate and cancellous screws. Radiographs and clinical outcomes, range of movement (ROM), bone union, and knee society score (KSS) of patients were assessed at the end of 4 and 12 months in the follow-ups. All statistical analysis was done using Epi info version 7.2.1.0.
RESULTS:
In the 36 patients with Letenneur type I fracture, the majority belong to younger age group between 25 and 54 years with 22 males and 14 females. The modes of injury were road traffic accidents in 25 patients and fall from height in 11 patients. The right knee was involved in 21 cases and left was involved in 15 cases. Lateral condyle involvement was seen in 27 cases and medial condyle in 9 cases. All 36 patients with Letenneur type I Hoffa fracture were evaluated 4 months after surgical intervention. The notable improvements were observed in terms of ROM 120.4° ± 5.0° and KSS 85.0 ± 4.2. At the 12-month follow-up, considerably better outcomes were maintained regarding ROM 128.1° ± 5.2° and KSS 89.3 ± 4.8 with p < 0.05 which was statistically significant. At the final follow-up, all patients had routine fracture healing with a union time of (3.2 ± 3.4) months.
CONCLUSIONS
Fixation of Letenneur type I Hoffa fracture with cancellous screws and posterior buttress plate is effective, reliable and capable of providing adequate stability. Buttress plate assisted fixation is a valuable enhancement of the conventional technique of lag screw fixation of Hoffa fractures.
Humans
;
Bone Plates
;
Male
;
Female
;
Fracture Fixation, Internal/instrumentation*
;
Adult
;
Prospective Studies
;
Middle Aged
;
Femoral Fractures/surgery*
;
Bone Screws
;
Range of Motion, Articular
;
Young Adult
;
Aged
;
Hoffa Fracture
6.Central venous oxygen saturation changes as a reliable predictor of the change of CI in septic shock: To explore potential influencing factors.
Ran AN ; Xi-Xi WAN ; Yan CHEN ; Run DONG ; Chun-Yao WANG ; Wei JIANG ; Li WENG ; Bin DU
Chinese Journal of Traumatology 2025;28(1):43-49
PURPOSE:
Assessing fluid responsiveness relying on central venous oxygen saturation (ScvO2) yields varied outcomes across several studies. This study aimed to determine the ability of the change in ScvO2 (ΔScvO2) to detect fluid responsiveness in ventilated septic shock patients and potential influencing factors.
METHODS:
In this prospective, single-center study, all patients conducted from February 2023 to January 2024 received fluid challenge. Oxygen consumption was measured by indirect calorimetry, and fluid responsiveness was defined as an increase in cardiac index (CI) ≥ 10% measured by transthoracic echocardiography. Multivariate linear regression analysis was conducted to evaluate the impact of oxygen consumption, arterial oxygen saturation, CI, and hemoglobin on ScvO2 and its change before and after fluid challenge. The Shapiro-Wilk test was used for the normality of continuous data. Data comparison between fluid responders and non-responders was conducted using a two-tailed Student t-test, Mann Whitney U test, and Chi-square test. Paired t-tests were used for normally distributed data, while the Wilcoxon signed-rank test was used for skewed data, to compare data before and after fluid challenge.
RESULTS:
Among 49 patients (31 men, aged (59 ± 18) years), 27 were responders. The patients had an acute physiology and chronic health evaluation II score of 24 ± 8, a sequential organ failure assessment score of 11 ± 4, and a blood lactate level of (3.2 ± 3.1) mmol/L at enrollment. After the fluid challenge, the ΔScvO2 (mmHg) in the responders was greater than that in the non-responders (4 ± 6 vs. 1 ± 3, p = 0.019). Multivariate linear regression analysis suggested that CI was the only independent influencing factor of ScvO2, with R2 = 0.063, p = 0.008. After the fluid challenge, the change in CI became the only contributing factor to ΔScvO2 (R2 = 0.245, p < 0.001). ΔScvO2 had a good discriminatory ability for the responders and non-responders with a threshold of 4.4% (area under the curve = 0.732, p = 0.006).
CONCLUSION
ΔScvO2 served as a reliable surrogate marker for ΔCI and could be utilized to assess fluid responsiveness, given that the change in CI was the sole contributing factor to the ΔScvO2. In stable hemoglobin conditions, the absolute value of ScvO2 could serve as a monitoring indicator for adequate oxygen delivery independent of oxygen consumption.
Humans
;
Shock, Septic/blood*
;
Male
;
Female
;
Middle Aged
;
Prospective Studies
;
Oxygen Saturation
;
Aged
;
Fluid Therapy
;
Oxygen/blood*
;
Oxygen Consumption
;
Adult
7.Relevance of intra-abdominal pressure monitoring in non-operative management of patients with blunt liver and splenic injuries.
Vivek KUMAR ; Ramesh VAIDYANATHAN ; Dinesh BAGARIA ; Pratyusha PRIYADARSHINI ; Abhinav KUMAR ; Narendra CHOUDHARY ; Sushma SAGAR ; Amit GUPTA ; Biplab MISHRA ; Mohit JOSHI ; Kapil Dev SONI ; Richa AGGARWAL ; Subodh KUMAR
Chinese Journal of Traumatology 2025;28(4):307-312
PURPOSE:
Non-operative management (NOM) has been validated for blunt liver and splenic injuries. Literature on continuous intra-abdominal pressure (IAP) monitoring as a part of NOM remains to be equivocal. The study aimed to find any correlation between clinical parameters and IAP, and their effect on the NOM of patients with blunt liver and splenic injury.
METHOD:
A prospective cross-sectional study conducted at a level I trauma center from October 2018 to January 2020 including 174 patients who underwent NOM following blunt liver and splenic injuries. Hemodynamically unstable patients or those on ventilators were excluded, as well as patients who suffered significant head, spinal cord, and/or bladder injuries. The study predominantly included males (83.9%) with a mean age of 32.5 years. IAP was monitored continuously and the relation of IAP with various parameters, interventions, and outcomes were measured. Data were summarized as frequency (percentage) or mean ± SD or median (Q1, Q3) as indicated. χ2 or Fisher's exact test was used for categorical variables, while for continuous variables parametric (independent t-test) or nonparametric tests (Wilcoxon rank sum test) were used as appropriate. Clinical and laboratory correlates of IAP < 12 with p < 0.200 in the univariable logistic regression analysis were included in the multivariable analysis. A p < 0.05 was used to indicate statistical significance.
RESULTS:
Intra-abdominal hypertension (IAH) was seen in 19.0% of the study population. IAH was strongly associated with a high injury severity score (p < 0.001), and other physiological parameters like respiratory rate (p < 0.001), change in abdominal girth (AG) (p < 0.001), and serum creatinine (p < 0.001). IAH along with the number of solid organs involved, respiratory rate, change in AG, and serum creatinine was associated with the intervention, either operative or non-operative (p = 0.001, p = 0.002, p < 0.001, p < 0.001, p = 0.013, respectively). On multivariable analysis, IAP (p = 0.006) and the mean change of AG (p = 0.004) were significantly associated with the need for intervention.
CONCLUSION
As a part of NOM, IAP should be monitored as a continuous vital. However, the decision for any intervention, either operative or non-operative cannot be guided by IAP values alone.
Humans
;
Male
;
Adult
;
Female
;
Wounds, Nonpenetrating/physiopathology*
;
Spleen/injuries*
;
Prospective Studies
;
Cross-Sectional Studies
;
Liver/injuries*
;
Middle Aged
;
Monitoring, Physiologic/methods*
;
Pressure
;
Abdominal Injuries/physiopathology*
;
Intra-Abdominal Hypertension
;
Young Adult
8.Dental trauma related to orotracheal intubation: Prospective study of 43 cases.
Yosra MABROUK ; Mohamed Hbib GRISSA ; Souha Ben YOUSSEF
Chinese Journal of Traumatology 2025;28(6):491-496
PURPOSE:
Orotracheal intubation is one of the most frequently used techniques in emergency procedures and especially in anesthesia and resuscitation. Teeth may be "victims" of the orotracheal intubation. Several factors may predispose to these accidents. The aim of this study is to determine the incidence of oral trauma that occurs during scheduled and urgent oral tracheal intubation, and identify the risk factors, the types and locations of these dental injuries.
METHODS:
It is a cross-sectional study that lasted 6 months from June to November 2022. This study was carried out in several departments. An examination of the dental and periodontal status of patients who will undergo surgery under general anesthesia was performed before the operation according to the surgical program. Yet, in emergency settings, this examination was not possible. Patients with anterior edentation and patients refusing participation in the study were excluded. After the surgery, included patients were examined to detect eventual dental trauma such as fracture, luxation, and contusion. Collected data were entered and analyzed using SPSS version 18 software. The Wilcoxon Mann-Whitney U test was used to compare quantitative variables. The Chi-square test was used to compare qualitative variables with a statistical significance level of 5% (p < 0.05).
RESULTS:
There were 43 patients included in the study, and dental trauma was noted in 11 patients (25.6%). Their mean age was (59.8 ± 15.4) years. The statistical analysis shows that there is a significant relationship between age (over 40 years old) and trauma (p = 0.004). Among the traumatized group, orotracheal intubation was undergone for 8 cases according to the surgical program whereas it was performed, for 3 cases, in emergency settings. The difference between the 2 types of intervention is statistically significant (p = 0.045). The odds ratio was 0.086 (95% CI: 0.008 - 0.942). A Mallampati score of 1 was rated for 6 injured (54.5%). The difference between the difficulty of the intubation evaluated by the Mallampati score and the occurrence of trauma was statistically insignificant (p = 0.278). The dental partial dislocation was the most frequent trauma (6 cases, 54.5%). The maxillary teeth were the most affected (n = 13, 72.2%).
CONCLUSION
According to the present study, the incidence of orotracheal intubation dental traumas is relatively high. The age of the patient is one of the factors predisposing to these traumas. In scheduled surgery, orotracheal intubation is quietly performed during general anesthesia, and the risk of incidence of dental trauma is reduced than in emergency settings.
Humans
;
Intubation, Intratracheal/adverse effects*
;
Male
;
Female
;
Prospective Studies
;
Tooth Injuries/epidemiology*
;
Cross-Sectional Studies
;
Adult
;
Middle Aged
;
Risk Factors
;
Aged
;
Adolescent
;
Young Adult
;
Incidence
9.Early prediction and warning of MODS following major trauma via identification of cytokine storm: A prospective cohort study.
Panpan CHANG ; Rui LI ; Jiahe WEN ; Guanjun LIU ; Feifei JIN ; Yongpei YU ; Yongzheng LI ; Guang ZHANG ; Tianbing WANG
Chinese Journal of Traumatology 2025;28(6):391-398
PURPOSE:
Early mortality in major trauma has decreased, but MODS remains a leading cause of poor outcomes, driven by trauma-induced cytokine storms that exacerbate injuries and organ damage.
METHODS:
This prospective cohort study included 79 major trauma patients (ISS >15) treated in the National Center for Trauma Medicine, Peking University People's Hospital, from September 1, 2021, to July 31, 2023. Patients (1) with ISS >15 (according to AIS 2015), (2) aged 15-80 years, (3) admitted within 6 h of injury, (4) having no prior treatment before admission, were included. Exclusion criteria were (1) GCS score <9 or AIS score ≥3 for TBI, (2) confirmed infection, infectious disease, or high infection risk, (3) pregnancy, (4) severe primary diseases affecting survival, (5) recent use of immunosuppressive or cytotoxic drugs within the past 6 months, (6) psychiatric patients, (7) participation in other clinical trials within the past 30 days, (8) patients with incomplete data or missing blood samples. Admission serum inflammatory cytokines and pathophysiological data were analyzed to develop machine learning models predicting MODS within 7 days. LR, DR, RF, SVM, NB, and XGBoost were evaluated based on the area under the AUROC. The SHAP method was used to interpret results.
RESULTS:
This study enrolled 79 patients with major trauma, and the median (Q1, Q3) age was 51 (35, 59) years (52 males, 65.8%). The inflammatory cytokine data were collected for all participants. Among these patients, 35 (44.3%) developed MODS, and 44 (55.7%) did not. Additionally, 2 patients (2.5%) from the MODS group succumbed. The logistic regression model showed strong performance in predicting MODS. Ten key cytokines, IL-18, Eotaxin, MCP-4, IP-10, CXCL12, MIP-3α, MCP-1, IL-1RA, Cystatin C, and MRP8/14 were identified as critical to the trauma-induced cytokine storm and MODS development. Early elevation of these cytokines achieved high predictive accuracy, with an AUROC of 0.887 (95% CI 0.813-0.976).
CONCLUSION
Trauma-induced cytokine storms are strongly associated with MODS. Early identification of inflammatory cytokine changes enables better prediction and timely interventions to improve outcomes.
Humans
;
Prospective Studies
;
Middle Aged
;
Male
;
Female
;
Adult
;
Aged
;
Cytokine Release Syndrome/etiology*
;
Adolescent
;
Young Adult
;
Aged, 80 and over
;
Wounds and Injuries/complications*
;
Cytokines/blood*
;
Multiple Organ Failure/diagnosis*
;
Machine Learning
10.Expression of soluble factor-related apoptosis ligand in peripheral blood and microRNA-147b in monocytes in children with sepsis and their association with prognosis.
Jun ZHANG ; Xiao-Fei LIN ; Yun-Duo WU ; Hong-Li ZHU ; Juan LIU
Chinese Journal of Contemporary Pediatrics 2025;27(1):82-87
OBJECTIVES:
To investigate the expression of soluble factor-related apoptosis ligand (sFasL) in peripheral blood and microRNA-147b (miR-147b) in monocytes in children with sepsis and their value in assessing prognosis.
METHODS:
A prospective study was conducted on 124 children with sepsis (sepsis group), 60 children with common infections (infection group), and 60 healthy children undergoing physical examinations (healthy control group). The independent risk factors for poor prognosis in children with sepsis were analyzed, and the value of serum sFasL and monocyte miR-147b in predicting poor prognosis in children with sepsis was assessed.
RESULTS:
The serum level of sFasL and the relative expression of miR-147b in monocytes were highest in the sepsis group, followed by the infection group and the healthy control group (P<0.05). The multivariate logistic regression analysis showed that the serum level of sFasL and the relative expression of miR-147b in monocytes were closely associated with the poor prognosis of children with sepsis (P<0.05). The receiver operating characteristic curve analysis showed that the combination of serum sFasL level and relative expression of miR-147b in monocytes had a larger area under the curve compared to each indicator alone in predicting the prognosis of children with sepsis (P<0.05).
CONCLUSIONS
There are significant increases in the level of sFasL in peripheral blood and the relative expression of miR-147b in monocytes in children with sepsis. The combined use of these two indicators has relatively high clinical value in assessing the prognosis of children with sepsis.
Humans
;
Sepsis/diagnosis*
;
MicroRNAs/blood*
;
Male
;
Female
;
Monocytes/metabolism*
;
Prognosis
;
Child, Preschool
;
Prospective Studies
;
Child
;
Infant
;
TNF-Related Apoptosis-Inducing Ligand/blood*
;
Logistic Models


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