1.Serum proteomics and machine learning unveil new diagnostic biomarkers for tuberculosis in adolescents and young adults.
Yu CHEN ; Hongxiang XU ; Yao TIAN ; Qian HE ; Xiaoyun ZHAO ; Guobin ZHANG ; Jianping XIE
Chinese Journal of Biotechnology 2025;41(4):1478-1489
Adolescents and young adults (AYAs) are one of the major populations susceptible to tuberculosis. However, little is known about the unique characteristics and diagnostic biomarkers of tuberculosis in this population. In this study, 81 AYAs were recruited, and the high-quality serum proteome of the AYAs with tuberculosis was profiled by quantitative proteomics. The data of serum proteomics indicated that the relative abundance of hemoglobin and apolipoprotein was significantly reduced in the patients with active tuberculosis (ATB). The pathway enrichment analysis showed that the downregulated proteins in the ATB group were mainly involved in the antioxidant and cell detoxification pathways, indicating extensive oxidative stress damage. Random forest (RF) and extreme gradient boosting (XGBoost) were employed to evaluate protein importance, which yielded a set of candidate proteins that can distinguish between ATB and non-ATB. The analysis with the support vector machine algorithm (recursive feature elimination) suggested that the combination of apolipoprotein A-I (APOA1), hemoglobin subunit beta (HBB), and hemoglobin subunit alpha-1 (HBA1) had the highest accuracy and sensitivity in diagnosing ATB. Meanwhile, the levels of hemoglobin (HGB) and albumin (ALB) can be used as blood biochemical indicators to evaluate changes in the protein levels of APOA1 and HBB. This study established the serum proteome landscape of AYAs with tuberculosis and identified new biomarkers for the diagnosis of tuberculosis in this population.
Humans
;
Proteomics/methods*
;
Biomarkers/blood*
;
Adolescent
;
Young Adult
;
Apolipoprotein A-I/blood*
;
Machine Learning
;
Tuberculosis/blood*
;
Proteome/analysis*
;
Male
;
Hemoglobins/analysis*
;
Female
;
Blood Proteins/analysis*
;
Adult
2.Prognostic value of pretreatment peripheral blood hemoglobin×lymphocyte/monocyte ratio in patients with nasopharyngeal carcinoma.
Chao DENG ; Zui CHEN ; Jie LING ; Yangchun XIE ; Xiayan ZHAO ; Chunhong HU ; Xianling LIU ; Yuhua FENG ; Tao HOU
Journal of Central South University(Medical Sciences) 2024;49(12):1909-1918
OBJECTIVES:
Peripheral whole blood cell counts have been used as prognostic indicators for various cancers, but their predictive value in nasopharyngeal carcinoma remain unclear. This study aims to evaluate the prognostic significance of the pretreatment hemoglobin×lymphocyte/monocyte ratio (HLMR) in non-recurrent, non-metastatic NPC patients undergoing definitive radiotherapy.
METHODS:
Clinical and follow-up data from 805 NPC patients who completed definitive radiotherapy or chemoradiotherapy were retrospectively analyzed. Pretreatment hemoglobin, lymphocyte count, and monocyte count were collected to calculate HLMR. Receiver operating characteristic (ROC) curves were used to determine the optimal cut-off value of HLMR. Patients were then classified into high and low HLMR groups. The association between HLMR and clinicopathological characteristic was assessed using chi-square tests. Independent prognostic factors for overall survival (OS) and progression-free survival (PFS) were identified using Cox proportional hazards models. A nomogram was constructed based on the independent predictors to estimate patient survival rates, and internal validation was performed using a validation cohort.
RESULTS:
The ROC curve identified 605.5 as the optimal HLMR cut-off value for predicting 5-year survival. Multivariate Cox regression analysis revealed that T stage (HR=1.886, 95% CI 1.331 to 2.673, P<0.001), N stage (HR=2.021, 95% CI 1.267 to 3.225, P=0.003), Eastern Cooperative Oncology Group (ECOG) score (HR=3.991, 95% CI 1.257 to 12.677, P=0.019), concurrent chemoradiotherapy regimen (HR=0.338, 95% CI 0.156 to 0.731, P=0.006), and HLMR (HR=0.648, 95% CI 0.460 to 0.912, P=0.013) were independent prognostic factors for OS. A nomogram including T stage, N stage, and HLMR in the training cohort was constructed to predict 3-, 5-, and 7-year OS, with a C-index of 0.713. The area under the curves for predicting 3-, 5-, and 7-year OS were 0.744, 0.665, and 0.682, respectively. Calibration curves showed good agreement between predicted and observed survival rates. The above results were further confirmed in the validation cohort.
CONCLUSIONS
Pretreatment HLMR may serve as a promising prognostic biomarker for patients with nasopharyngeal carcinoma.
Humans
;
Nasopharyngeal Carcinoma/mortality*
;
Prognosis
;
Hemoglobins/analysis*
;
Nasopharyngeal Neoplasms/pathology*
;
Monocytes/cytology*
;
Female
;
Male
;
Retrospective Studies
;
Middle Aged
;
Adult
;
Aged
;
Nomograms
;
Chemoradiotherapy
;
ROC Curve
3.Individualized red-cell transfusion strategy for non-cardiac surgery in adults: a randomized controlled trial.
Ren LIAO ; Jin LIU ; Wei ZHANG ; Hong ZHENG ; Zhaoqiong ZHU ; Haorui SUN ; Zhangsheng YU ; Huiqun JIA ; Yanyuan SUN ; Li QIN ; Wenli YU ; Zhen LUO ; Yanqing CHEN ; Kexian ZHANG ; Lulu MA ; Hui YANG ; Hong WU ; Limin LIU ; Fang YUAN ; Hongwei XU ; Jianwen ZHANG ; Lei ZHANG ; Dexing LIU ; Han HUANG
Chinese Medical Journal 2023;136(23):2857-2866
BACKGROUND:
Red-cell transfusion is critical for surgery during the peri-operative period; however, the transfusion threshold remains controversial mainly owing to the diversity among patients. The patient's medical status should be evaluated before making a transfusion decision. Herein, we developed an individualized transfusion strategy using the West-China-Liu's Score based on the physiology of oxygen delivery/consumption balance and designed an open-label, multicenter, randomized clinical trial to verify whether it reduced red cell requirement as compared with that associated with restrictive and liberal strategies safely and effectively, providing valid evidence for peri-operative transfusion.
METHODS:
Patients aged >14 years undergoing elective non-cardiac surgery with estimated blood loss > 1000 mL or 20% blood volume and hemoglobin concentration <10 g/dL were randomly assigned to an individualized strategy, a restrictive strategy following China's guideline or a liberal strategy with a transfusion threshold of hemoglobin concentration <9.5 g/dL. We evaluated two primary outcomes: the proportion of patients who received red blood cells (superiority test) and a composite of in-hospital complications and all-cause mortality by day 30 (non-inferiority test).
RESULTS:
We enrolled 1182 patients: 379, 419, and 384 received individualized, restrictive, and liberal strategies, respectively. Approximately 30.6% (116/379) of patients in the individualized strategy received a red-cell transfusion, less than 62.5% (262/419) in the restrictive strategy (absolute risk difference, 31.92%; 97.5% confidence interval [CI]: 24.42-39.42%; odds ratio, 3.78%; 97.5% CI: 2.70-5.30%; P <0.001), and 89.8% (345/384) in the liberal strategy (absolute risk difference, 59.24%; 97.5% CI: 52.91-65.57%; odds ratio, 20.06; 97.5% CI: 12.74-31.57; P <0.001). No statistically significant differences were found in the composite of in-hospital complications and mortality by day 30 among the three strategies.
CONCLUSION:
The individualized red-cell transfusion strategy using the West-China-Liu's Score reduced red-cell transfusion without increasing in-hospital complications and mortality by day 30 when compared with restrictive and liberal strategies in elective non-cardiac surgeries.
TRIAL REGISTRATION
ClinicalTrials.gov, NCT01597232.
Humans
;
Adult
;
Postoperative Complications
;
Erythrocyte Transfusion/adverse effects*
;
Blood Transfusion
;
Hospitals
;
Hemoglobins/analysis*
4.Causes of Abnormal Hemoglobin Electrophoresis.
Xue-Li PANG ; Hong-Fei DU ; Yan YANG ; Xiao-Ping ZHOU ; Ning TANG ; Jia-Wei LIU ; Ying XU
Journal of Experimental Hematology 2023;31(3):830-836
OBJECTIVE:
To investigate the possible causes of abnormal hemoglobin electrophoresis results.
METHODS:
The hemoglobin electrophoresis results of 5 696 patients in the First Affiliated Hospital of Chengdu Medical College from September 2018 to July 2021 were collected, and the abnormal results and clinical significance were analyzed.
RESULTS:
The results of 486 patients (accounting for 8.53%) were abnormal, of which 300 cases had increased HbA2, 135 cases had decreased HbA2, 44 cases had increased F alone, and 7 cases had abnormal hemoglobin bands. Among the 486 patients, 246 patients were thalassemia gene positive (the positive rate was 50.62%), including 29 cases of α thalassemia, 208 cases of β thalassemia and 9 cases of αβ thalassemia. Among the patients with elevated HbA2, 68.67% were detected β thalassemia, 3.00% αβ thalassemia, 9.33% were suspected to be caused by macrocytosis, 6.33% by thyroid dysfunction, and 12.67% by uncertainty of the method. Among the patients with reduced HbA2, 21.48% were detected α thalassemia, 60.00% iron deficiency anemia, 8.15% were suspected to be caused by thyroid dysfunction, and 10.37% by uncertainty of the method. Among the patients with elevated F alone, the results of thalassemia gene detection were negative, 40.91% of them were suspected to be caused by macrocytosis, 27.27% by hereditary persistence of fetal hemoglobin, 29.55% by special physiological condition of pregnant women, and 2.27% by hyperthyroidism. Abnormal hemoglobin bands were detected in 7 patients, including 4 cases of hemoglobin D, 2 cases of hemoglobin E, and 1 case of hemoglobin J.
CONCLUSION
Thalassemia, iron deficiency anemia, macrocytosis such as megaloblastic anemia and non-severe aplastic anemia, thyroid dysfunction, hereditary persistence of fetal hemoglobin, abnormal hemoglobin diseases, the uncertainty of the method are all important causes of abnormal hemoglobin electrophoresis results. In clinical work, the patient's indicators should be comprehensively analyzed to determine the possible cause.
Humans
;
Female
;
Pregnancy
;
beta-Thalassemia/genetics*
;
Anemia, Iron-Deficiency
;
Fetal Hemoglobin/analysis*
;
alpha-Thalassemia
;
Blood Protein Electrophoresis
;
Hemoglobin A2/analysis*
;
Hemoglobins, Abnormal/analysis*
5.Risk factors associated with different types of Henoch-Schönlein purpura in Tibetan patients at high altitude.
Journal of Peking University(Health Sciences) 2023;55(5):923-928
OBJECTIVE:
To investigate the risk factors of different types of Henoch-Schönlein purpura (HSP) in Tibetan patients at high altitude, as to provide reference for correctly identifying high-risk patients.
METHODS:
A retrospective study was used to analyze the 304 HSP patients admitted to Tibet Autonomous Region People's Hospital from April 2014 to March 2022. The gender, age, allergic history, family history, clinical type, laboratory indexes (hemoglobin, platelet count, eosinophil, C-reactive protein (CRP), albumin, immunoglobulin G, immunoglobulin A, complement C3 and C4) were analyzed retrospectively. Univariate and multivariate Logistic regression analysis to screen for risk factors affecting different types of HSP.
RESULTS:
Renal HSP patients showed higher IgA [(9.2±1.7) g/L vs. (6.4±2.4) g/L, P=0.015], lower complement C3 [(203.3±21.6) mg/dL vs. (301.1±19.5) mg/dL, P=0.043], and complement C4 [(33.5±2.3) mg/dL vs. (53.0±7.2) mg/dL, P=0.032]. The patients with abdominal HSP showed lower levels of hemoglobin [(119.6±19.6) g/L vs. (146.6±47.3) g/L, P=0.038] and plasma albumin [24.8 (22.1, 33.9) g/L vs. 32.6 (24.6, 35.1) g/L, P=0.045]. The patients with articular HSP exhibited higher CRP [13.5 (0.2, 20.6) g/L vs. 7.5 (0.1, 15.2) g/L, P=0.036] and erythrocyte sedimentation rate (ESR) [24 (5, 40) mm/h vs. 15 (4, 30) mm/h, P=0.049]. Elevated IgA and decreased complement C4 were risk factors for renal HSP, anemia and decreased plasma albumin were risk factors for abdominal HSP, and elevated CRP was a risk factor for articular HSP.
CONCLUSION
The clinical characteristics of different types of HSP in plateau areas were different. Patients with high IgA, low complement C4, anemia, hypoalbuminemia, and significantly elevated CRP should be highly vigilant. Early and effective intervention can improve the clinical efficacy, avoid severe development, and improve the prognosis.
Humans
;
Retrospective Studies
;
Tibet/epidemiology*
;
Complement C3/analysis*
;
IgA Vasculitis/complications*
;
Altitude
;
Complement C4
;
C-Reactive Protein/analysis*
;
Immunoglobulin A
;
Risk Factors
;
Anemia
;
Hemoglobins/analysis*
;
Serum Albumin/analysis*
6.Influence of hemoglobin level(Hb) on survival and prognosis of elderly hip fracture at admission.
Shao-Hua LI ; Tie-Shan ZHANG ; Ke-Yan XING ; Xin-Zhuang HE ; Tao LIU
China Journal of Orthopaedics and Traumatology 2022;35(1):38-42
OBJECTIVE:
To analyze the relationship between hemoglobin(Hb) level on admission and survival prognosis of patients with hip fracture.
METHODS:
From February 2016 to October 2018, 249 elderly patients with hip fracture were surgically treated including 62 males and 187 females;the age ranged from 60 to 91(73.67±10.52) years;the time from injury to operation was (6.79±2.27) d. The clinical and laboratory examination results were collected. The Hb level at admission and the mortality at 30, 90, 180 and 360 days after operation were observed. According to the Hb level at admission, the patients were divided into Hb<120 g/L and Hb≥120 g/L groups. The survival conditions of the two groups at 30, 90, 180 and 360 days after operation were compared and analyzed. Logistic regression was used to analyze the effect of Hb level on death 30, 90, 180 and 360 days after operation.
RESULTS:
The mortality rates at 30, 90, 180 and 360 days after operation were 5.22%, 9.24%, 16.87% and 20.48% respectively. The level of Hb at admission was a risk factor for prognosis and death 30, 90, 180 and 360 days after operation(P<0.05). The OR(95% CI) were 2.431(1.475-4.006), 2.625(1.468-4.695), 2.276(1.320-3.925) and 2.082(1.221-3.551) respectively.
CONCLUSION
The level of Hb at admission can affect the survival and prognosis of elderly patients with hip fracture. We should further study how to manage the level of Hb before operation.
Aged
;
Aged, 80 and over
;
Female
;
Hemoglobins/analysis*
;
Hip Fractures/surgery*
;
Hospitalization
;
Humans
;
Male
;
Middle Aged
;
Prognosis
;
Retrospective Studies
;
Risk Factors
7.Efficacy of intermittent iron supplementation in children with mild iron-deficiency anemia.
Jian-Yun LI ; Li LI ; Jun LIU ; Xiao-Lan LIU ; Ji-Wen LIU
Chinese Journal of Contemporary Pediatrics 2022;24(2):182-185
OBJECTIVES:
To study the efficacy of intermittent iron supplementation in children with mild iron-deficiency anemia.
METHODS:
A total of 147 children with mild iron-deficiency anemia were enrolled in this prospective study. They were divided into an intermittent iron supplementation group (n=83) and a conventional iron supplementation group (n=64). The levels of hemoglobin were measured before treatment and after 1 and 3 months of treatment. The treat response rate and the incidence rate of adverse drug reactions were compared between the two groups.
RESULTS:
Both groups had a significant increase in the level of hemoglobin after iron supplementation (P<0.05). After 1 month of treatment, the conventional iron supplementation group had a significantly higher treatment response rate than the intermittent iron supplementation group (61% vs 42%, P<0.05). After 3 months of treatment, there was no significant difference in the treatment response between the two groups (86% vs 78%, P>0.05). The incidence rate of adverse drug reactions in the conventional iron supplementation group was significantly higher than that in the intermittent iron supplementation group (25% vs 8%, P<0.05).
CONCLUSIONS
For children with mild iron-deficiency anemia, although intermittent iron supplementation is inferior to conventional iron supplementation in the short-term efficacy, there is no significant difference in the long-term efficacy between the two methods, and compared with conventional iron supplementation, intermittent iron supplementation can reduce the incidence of adverse drug reactions, alleviate family financial burdens, and improve treatment compliance of children, thus holding promise for clinical application.
Anemia, Iron-Deficiency/epidemiology*
;
Child
;
Dietary Supplements/adverse effects*
;
Hemoglobins/analysis*
;
Humans
;
Iron, Dietary/adverse effects*
;
Prospective Studies
8.Association of liver damage with coronary artery lesion and no response to intravenous immunoglobulin in the acute stage of Kawasaki disease.
Hui-Min HU ; Xiao-Zheng CHEN ; Yong-Lan ZHANG ; Zhong-Dong DU
Chinese Journal of Contemporary Pediatrics 2022;24(6):681-686
OBJECTIVES:
To summarize the clinical features of liver damage in children in the acute stage of Kawasaki disease (KD), and to investigate the clinical value of liver damage in predicting coronary artery lesion and no response to intravenous immunoglobulin (IVIG) in children with KD.
METHODS:
The medical data were collected from 925 children who were diagnosed with KD for the first time in Beijing Children's Hospital from January 1, 2016 to December 31, 2017. According to the presence or absence of abnormal alanine aminotransferase (ALT) level on admission, the children were divided into a liver damage group (n=284) and a non-liver damage group (n=641). A logistic regression analysis was used to investigate the clinical value of the indicators including liver damage in predicting coronary artery lesion and no response to IVIG in children with KD.
RESULTS:
Compared with the non-liver damage group, the liver damage group had a significantly earlier admission time and significantly higher serum levels of inflammatory indicators (P<0.05). The liver damage group had a significantly higher incidence rate of coronary artery lesion on admission than the non-liver damage group (P=0.034). After initial IVIG therapy, the liver damage group had a significantly higher proportion of children with no response to IVIG than the non-liver damage group (P<0.001). In children with KD, coronary artery lesion was associated with the reduction in the hemoglobin level and the increases in platelet count, C-reactive protein, and ALT (P<0.05), and no response to IVIG was associated with limb changes, the reduction in the hemoglobin level, the increases in platelet count, C-reactive protein, and ALT, and coronary artery lesion (P<0.05).
CONCLUSIONS
Compared with those without liver damage, the children in the early stage of KD with liver damage tend to develop clinical symptoms early and have higher levels of inflammatory indicators, and they are more likely to have coronary artery lesion and show no response to IVIG treatment.
C-Reactive Protein/analysis*
;
Child
;
Coronary Vessels/pathology*
;
Hemoglobins/analysis*
;
Humans
;
Immunoglobulins, Intravenous/therapeutic use*
;
Liver Diseases
;
Mucocutaneous Lymph Node Syndrome/drug therapy*
;
Retrospective Studies
9.The Efficacy of Rh Phenotype Matched Blood Transfusion.
Jun-Hui JIA ; Xiao-Yun GAO ; Hua TIAN ; Wei BAI ; Xin-Hua WANG
Journal of Experimental Hematology 2022;30(3):865-869
OBJECTIVE:
To analyze and evaluate the efficacy of Rh phenotype matched blood transfusion.
METHODS:
The increasing of hemoglobin (Hb) and hemolysis tests in the patients treated by Rh matched red blood cells or not, as well as the first time unmatched transfusions and the unmatched transfusions happened again after a period (≥10 d) were retrospectively analyzed.
RESULTS:
A total of 674 times transfusions in 120 patients were evaluated. The increasing of Hb in each unit was higher in the patients treated by Rh matched blood transfusion (vs unmatched) [(33.397±1.475) g/U vs (29.951±1.304) g/U, P=0.033], while the increasing of Hb at first time unmatched transfusion and the second time unmatched transfusion was not statistically different[ (28.942±2.083) g/U vs (30.686±1.737) g/U, P=0.589]. The level of lactate dehydrogenase were related to erythrocyte washing, irradiation, period of validity and the second time unmatched transtusion (all P<0.05); the levels of total bilirubin (TBil), direct bilirubin (DBil) and indirect bilirubin (IBil) between the first time unmatched transfusion and the second time unmatched transfusion were statistically different (all P<0.05).
CONCLUSION
For the patients need multiple blood transfusions, Rh phenotype matched blood transfusion can reduce the exposure to Rh allogenic antigens, improve the efficacy and ensure the safety of blood transfusion.
Bilirubin
;
Blood Transfusion
;
Erythrocyte Transfusion/adverse effects*
;
Hemoglobins/analysis*
;
Humans
;
Phenotype
;
Retrospective Studies
10.Anti-interference hemoglobin analysis system by high performance liquid chromatography.
Yan XU ; Tiantian YAO ; Wenyong HU ; Bo ZHANG ; Xingming GUO
Journal of Biomedical Engineering 2021;38(5):940-950
High performance liquid chromatography (HPLC) is currently the mainstream technology for detecting hemoglobin. Glycated hemoglobin (HbA1c) is a gold indicator for diagnosing diabetes, however, the accuracy of HbA1c test is affected by thalassemia factor hemoglobin F (HbF)/hemoglobin A2 (HbA2) and variant hemoglobin during HPLC analysis. In this study, a new anti-interference hemoglobin analysis system of HPLC is proposed. In this system, the high-pressure three-gradient elution method was improved, and the particle size and sieve plate aperture in the high-pressure chromatography column and the structure of the double-plunger reciprocating series high-pressure pump were optimized. The system could diagnose both HbA1c and thalassemia factor HbF/HbA2 and variant hemoglobin, and the performance of the system was anti-interference and stable. It is expected to achieve industrialization. In this study, the HbA1c and thalassemia factor HbF/HbA2 detection performance was compared between this system and the world's first-line brand products such as Tosoh G8, Bio-Rad Ⅶ and D10 glycosylated hemoglobin analysis system. The results showed that the linear correlation between this system and the world-class system was good. The system is the first domestic hemoglobin analysis system by HPLC for screening of HbA1c and thalassemia factor HbF/HbA2 rapidly and accurately.
Chromatography, High Pressure Liquid
;
Fetal Hemoglobin/analysis*
;
Glycated Hemoglobin A/analysis*
;
Hemoglobin A2/analysis*
;
Hemoglobins

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