complete blood count

全血细胞计数
  • 文章类型: Journal Article
    进行这项研究是为了分析使用微毛细管采血管和微血细胞比容管的儿科患者的指尖毛细血管采血,并比较通过这两种采血方法获得的血细胞分析结果。使用微毛细管采血管和微血细胞比容管从110名门诊患者收集手指毛细血管血,并使用SysmexXS-900i血液学分析仪和手动显微镜检查血细胞形态进行全血细胞计数分析。使用微血细胞比容样品作为参考组和来自微毛细管采血管的样品作为观察组,评估配对数据的一致性和偏倚性。两种血液收集方法在测量红细胞(RBC)参数方面表现出良好的一致性(即,红细胞,Hb,HCT,MCV,MCH和MCHC),其中相对偏差>0.91%的允许总误差(TEa),1.82%,11.82%,1.82%,0.91%和8.18%的参数措施,分别。根据行业要求,满足可接受偏倚水平的样本比例应>80%。此外,每个医学决策水平的估计偏差在RBC的临床可接受水平内,Hb,HCT,和MCV。然而,相对偏倚>TEa的WBC和PLT计数比例分别为25.45%和35.45%,分别。此外,医学决策水平为0.5×109/L时的白细胞计数和医学决策水平为10×109/L和50×109/L时的血小板计数的相对偏倚具有临床意义。Bland-Altman分析进一步显示,平均偏差为0.66×109/L(95%LoA,-0.79至2.11)的白细胞计数和39×109/L(95%LoA,-46至124),用于来自微毛细管采血管中收集的血液样品的PLT计数,与微血细胞比容管中收集的那些计数进行比较。中性粒细胞,单核细胞,淋巴细胞,嗜酸性粒细胞,与微血细胞比容管相比,微毛细管采血管中的PLT计数显着增加,仪器误报数量增加(P<0.05)。两种毛细管血液收集装置表现出性能差异。因此,临床医生应注意不同采血方法引起的结果差异。
    This study was performed to analyze fingertip capillary blood sampling in pediatric patients using microcapillary blood collection tubes and microhematocrit tubes and to compare the blood cell analysis results obtained via these two blood collection methods. Finger capillary blood was collected from 110 outpatients using microcapillary blood collection tubes and microhematocrit tubes and complete blood count analysis was performed with a Sysmex XS-900i hematology analyzer and manual microscopy for blood cell morphology. Paired data was evaluated for agreement and bias using the microhematocrit samples as the reference group and the samples from the microcapillary blood collection tubes as the observation group. The two blood collection methods demonstrated good agreement for measuring red blood cell (RBC) parameters (i.e., RBC, Hb, Hct, MCV, MCH and MCHC), wherein the relative bias was > allowable total error (TEa) in 0.91%, 1.82%, 11.82%, 1.82%, 0.91% and 8.18% of the parameter measures, respectively. According to industry requirements, the proportion of samples meeting the acceptable bias level should be > 80%. Additionally, the estimated biases at each medical decision level were within clinically acceptable levels for RBC, Hb, Hct, and MCV. However, the proportion of WBC and PLT counts with relative bias > TEa was 25.45% and 35.45%, respectively. Furthermore, the relative bias of the WBC count at the medical decision level of 0.5 × 109/L and that of the PLT counts at the medical decision levels of 10 × 109/L and 50 × 109/L were clinically significant. Bland-Altman analysis further showed a mean bias of 0.66 × 109/L (95% LoA, - 0.79 to 2.11) for the WBC count and 39 × 109/L (95% LoA, - 46 to 124) for the PLT count from the blood samples collected in the microcapillary blood collection tubes compared with the counts of those collected in the microhematocrit tubes. Neutrophil, monocyte, lymphocyte, eosinophil, and PLT counts increased significantly in the microcapillary blood collection tubes compared with those in the microhematocrit tubes, along with an elevated number of instrument false alarms (P < 0.05). The two capillary blood collection devices exhibit performance differences. Therefore, clinicians should pay attention to the variation in results caused by different blood collection methods.
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  • 文章类型: Journal Article
    目的:我们旨在研究Omicron变异感染对择期手术患者围手术期器官功能的影响。方法:选择2022年10月至2023年1月在我院行择期手术的5029例患者。其中,在2022年10月至2022年11月期间接受择期手术的患者将第1组(未感染Omicron变异体)视为对照组;在2022年12月至2023年1月期间接受择期手术的患者将第2组(Omicron变异体感染后1个月)视为实验组.我们进一步将患者分为两个亚组进行分析:肿瘤亚组和非肿瘤亚组。器官系统功能指标数据,包括凝血参数,肝功能,全血细胞计数(CBC),和肾功能,在手术前后收集。随后通过二元逻辑回归分析两组之间的差异。结果:与未感染患者组相比,在感染后一个月接受择期手术的Omicron变异型感染患者中观察到以下变化:凝血酶原活动度(PTa),凝血酶原时间(PT),纤维蛋白原,白蛋白/球蛋白,丙氨酸氨基转移酶(ALT),平均红细胞血红蛋白浓度(MCHC),血小板(PLT),和贫血增加AST/ALT,间接胆红素(IBILI),嗜酸性粒细胞,术前尿酸下降;肺部感染/肺炎和纤维蛋白原升高,而AST/ALT,球蛋白,总胆红素(TBIL),白细胞计数(WBC),术后尿酸下降。两组的死亡率和住院时间(LOS)没有显着差异。亚组分析显示单核细胞升高,PLT,和纤维蛋白原分类,水平和减少的球蛋白,前白蛋白(PBA),嗜酸性粒细胞,与未感染患者相比,在Omicron感染后一个月接受择期手术的患者的肿瘤亚组中的尿酸水平。与非肿瘤亚组相比,纤维蛋白原水平,肺部感染/肺炎,TBIL,未感染患者的PLT计数增加,而球蛋白和嗜酸性粒细胞水平下降。结论:与未感染患者相比,Omicron变异型感染后1个月接受择期手术的患者围手术期凝血参数变化最小,肝功能,CBC计数,和肾功能。此外,两组在术后死亡率或LOS方面无显著差异.
    Purpose: We aimed to investigate the impact of Omicron variant infection on the perioperative organ function in patients undergoing elective surgery. Methods: A total of 5029 patients who underwent elective surgery between October 2022 and January 2023 at our hospital were enrolled. Among them, the patients who underwent elective surgery between October 2022 and November 2022 composed Group 1 (not infected with the Omicron variant) the control group; those who underwent elective surgery between December 2022 and January 2023 composed Group 2 (one month after Omicron variant infection) the experimental group. We further divided the patients into two subgroups for analysis: the tumor subgroup and the nontumor subgroup. Data on organ system function indicators, including coagulation parameters, liver function, complete blood count (CBC), and kidney function, were collected before and after surgery. Differences between the two groups were subsequently analyzed via binary logistic regression analysis. Results: Compared with those in the uninfected patient group, the following changes were observed in patients with Omicron variant infection who underwent elective surgery one month after infection: prothrombin activity (PTa), prothrombin time (PT), fibrinogen, albumin/globulin, alanine aminotransferase (ALT), mean corpuscular hemoglobin concentration (MCHC), platelet (PLT), and anemia were increased AST/ALT, indirect bilirubin (IBILI), eosinophils, and uric acid were decreased before surgery; and lung infection/pneumonia and fibrinogen were increased, while AST/ALT, globulin, total bilirubin (TBIL), white blood cell count (WBC), and uric acid were decreased after surgery. There was no significant difference in the mortality rate or length of hospital stay (LOS) between the two groups. Subgroup analysis revealed elevated monocyte, PLT, and fibrinogen classification, levels and decreased globulin, prealbumin (PBA), eosinophil, and uric acid levels in the tumor subgroup of patients who underwent elective surgery one month after Omicron infection compared with those in the uninfected patients. Compared with the nontumor subgroup, fibrinogen levels, lung infection/pneumonia, TBIL, and PLT count were increased in the uninfected patients, while the globulin and eosinophil levels were decreased. Conclusion: Compared with uninfected patients, patients who underwent elective surgery one month after Omicron variant infection exhibited minimal changes in perioperative coagulation parameters, liver function, CBC counts, and kidney function. Additionally, no significant differences in postoperative mortality or LOS were observed between the two groups.
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  • 文章类型: Journal Article
    血液参数等生理指标已广泛用于监测自由漫游动物的健康状况。试图重新引入中国最濒危的物种之一,大熊猫(Ailuropodamelanoleuca),由于缺乏有关其生态和生理学的数据而受到阻碍。我们在软释放程序中检查了三只大熊猫的血液学和血液化学参数,并以30只圈养大熊猫作为对照,并确定了圈养动物中这些血液参数的参考间隔(RI)。立面图,圈闭状态和这些因素的交互作用对血液学指标具有统计学意义.释放熊猫移动到高海拔位置后,其血红蛋白和血细胞比容值明显更高。我们还发现高海拔和低海拔熊猫之间的酶参数存在显着差异,例如高天冬氨酸转氨酶,丙氨酸氨基转移酶,肌酐激酶,淀粉酶和较低的乳酸脱氢酶和碱性磷酸酶。放生大熊猫的营养参数值也较高,例如白蛋白较高,球蛋白和肌酐.在我们的研究中,血液参数的RI为监测圈养动物的健康提供了基线,并为将来重新引入工作中评估自由漫游大熊猫的健康提供了基础。
    Physiological indexes like blood parameters have been widely used to monitor the health of free-roaming animals. Attempts to reintroduce one of China\'s most endangered species, the giant panda (Ailuropoda melanoleuca), have been hampered by a lack of data on its ecology and physiology. We examined three giant pandas\' hematological and blood chemistry parameters in a soft release program and 30 captive giant pandas as controls and determined the reference intervals (RIs) for those blood parameters in the captive animals. Elevation, captivity status and the interaction of those factors were statistically significant for hematologic measures. Release pandas had significantly higher hemoglobin and hematocrit values after they moved to high elevation locations. We also found significant difference in the enzyme parameters between high and low elevation pandas such as higher aspartate aminotransferase, alanine aminotransferase, creatinine kinase, amylase and lower lactate dehydrogenase and alkaline phosphatase. Release pandas also had higher nutrition parameter values such as higher albumin, globulin and creatinine. The RI for blood parameters in our study provides a baseline to monitor the health of captive animals and forms the basis for assessing the health of free-roaming giant pandas in future reintroduction efforts.
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  • 文章类型: Journal Article
    背景:精神分裂症(SCZ)是一种发病机制未知的精神病,伴有不同程度的认知缺陷。最近的研究表明,免疫失调在SCZ症状和认知缺陷的发展中起重要作用。本研究旨在确定全血细胞计数(CBC),包括白细胞,中性粒细胞,单核细胞,淋巴细胞,血小板,中性粒细胞-淋巴细胞比率(NLR),血小板-淋巴细胞比率(PLR),和单核细胞-淋巴细胞比率(MLR),并探讨其与SCZ症状维度及认知功能的相关性。
    方法:本研究招募了74名SCZ患者和57名年龄和性别匹配的健康对照,并提供了人口统计学和临床信息。采集血样,分别使用阳性和阴性综合征量表(PANSS)和MATRICS共识认知量表(MCCB)评估症状维度和认知功能。
    结果:我们的结果表明,SCZ患者的单核细胞计数更高,PLR,MLR,与健康对照组相比,整体MCCB的表现更差。中性粒细胞和淋巴细胞计数及NLR与症状严重程度呈正相干,与抑郁症状呈负相干。白细胞(WBC)计数,单核细胞计数,和MLR与SCZ患者的认知能力呈正相关。
    结论:总之,这项研究表明,患者的认知缺陷和症状严重程度与免疫失调有关。此外,我们发现WBC可作为SCZ症状严重程度和认知缺陷的标志物,中性粒细胞与前者更密切相关,单核细胞与后者更密切相关.我们希望未来临床医生会更加关注SCZ患者的免疫失调。
    Schizophrenia (SCZ) is a psychotic disorder with an unknown pathogenesis accompanied by varying degrees of cognitive deficits. Recent studies have shown that immune dysregulation plays an important role in developing symptoms and cognitive deficits in SCZ. This study aimed to determine the complete blood count (CBC), including white blood cells, neutrophils, monocytes, lymphocytes, platelets, neutrophil-lymphocyte ratio (NLR), platelet-lymphocyte ratio (PLR), and monocyte-lymphocyte ratio (MLR), in patients with SCZ and explore their correlations with SCZ symptom dimensions and cognitive function.
    Seventy-four patients with SCZ and 57 age- and sex-matched healthy controls with available demographic and clinical information were recruited for this study. Blood samples were collected, and symptom dimensions and cognitive function were evaluated using the Positive and Negative Syndrome Scale (PANSS) and MATRICS Consensus Cognitive Battery (MCCB) separately.
    Our results demonstrate that SCZ patients showed higher monocyte counts, PLR, MLR, and worse performance in the total MCCB than healthy controls. Neutrophil and lymphocyte counts and NLR were positively related to symptom severity and negatively related to depressive symptoms. White blood cell (WBC) count, monocyte count, and MLR were positively correlated with cognitive performance in patients with SCZ.
    In summary, this study suggests that cognitive deficits and symptom severity in patients were associated with dysregulation of immunity. Moreover, we found that WBC could be used as a marker for symptom severity and cognitive deficits in SCZ and that neutrophils are more closely related to the former and monocytes to the latter. We hope that clinicians will pay more attention to dysregulated immunity in patients with SCZ in the future.
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  • 文章类型: Journal Article
    血液毒性是多模式癌症治疗的常见副作用。几乎所有调查放射疗法引起的血液学毒性的原因的动物研究都使用遗传多样性有限的近交系,并且没有反映在人类中观察到的不同反应。我们使用基于群体的协作交叉(CC)小鼠资源,通过测量代表35个品系的1,720只CC小鼠的22个免疫参数,研究了辐射暴露后急性和持续免疫反应的遗传结构。考虑到所有免疫参数的贡献,我们确定了单个菌株水平的相对急性和持续辐射抗性评分。全基因组关联分析确定了与基线和辐射响应相关的数量性状基因座。跨物种放射抵抗评分可预测髓母细胞瘤患者的无复发生存率。我们提供了辐射暴露前后免疫参数和全基因组关联分析的社区资源,以便将来研究宿主遗传学对放射敏感性的贡献。
    Hematologic toxicity is a common side effect of multimodal cancer therapy. Nearly all animal studies investigating the causes of radiotherapy-induced hematologic toxicity use inbred strains with limited genetic diversity and do not reflect the diverse responses observed in humans. We used the population-based Collaborative Cross (CC) mouse resource to investigate the genetic architecture of the acute and persistent immune response after radiation exposure by measuring 22 immune parameters in 1,720 CC mice representing 35 strains. We determined relative acute and persistent radiation resistance scores at the individual strain level considering contributions from all immune parameters. Genome-wide association analysis identified quantitative trait loci associated with baseline and radiation responses. A cross-species radiation resistance score predicted recurrence-free survival in medulloblastoma patients. We present a community resource of immune parameters and genome-wide association analyses before and after radiation exposure for future investigations of the contributions of host genetics on radiosensitivity.
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  • 文章类型: Journal Article
    背景:关于急性脑出血(ICH)后基线红细胞分布宽度(RDW)和血红蛋白水平与预后之间的关系尚未得到很好的研究。我们旨在研究急性ICH患者基线RDW和血红蛋白水平与早期血肿扩大(HE)和3个月和1年死亡率之间的关系。
    方法:纳入2014年1月至2019年2月的393例ICH患者。根据入院时RDW的四分位数和血红蛋白水平将患者分为四组,分别。使用Logistic回归模型来估计RDW和血红蛋白水平对早期HE(从基线到随访的绝对血肿生长>6mL)和3个月和1年全因死亡率的影响。
    结果:基线RDW和血红蛋白水平与早期HE之间没有显著关联。RDW水平最高(Q4)的患者的1年死亡率(校正比值比[OR]3.16,95%CI1.08-9.21)明显高于RDW水平最低(Q1)的患者。此外,与血红蛋白水平最高的患者相比,血红蛋白水平最低的患者在3个月(校正OR3.95,95%CI1.26~12.4)和1年(校正OR4.42,95%CI1.56~12.5)时的全因死亡率增加显著相关.
    结论:在急性ICH患者中,入院时较高水平的RDW显著增加1年时全因死亡率的风险.此外,入院时血红蛋白水平降低也与3个月和1年时全因死亡率风险较高相关.
    The association between baseline red blood cell distribution width (RDW) and hemoglobin levels and outcomes after acute intracerebral hemorrhage (ICH) is not well studied. We aimed to investigate the association between baseline RDW and hemoglobin levels with early hematoma expansion (HE) and mortality at 3 months and 1 year in acute ICH patients.
    A total of 393 ICH patients from January 2014 to February 2019 were included. Patients were divided into four groups based on quartiles of RDW and hemoglobin levels at admission, respectively. Logistic regression models were used to estimate the effect of the levels of RDW and hemoglobin on early HE (absolute hematoma growth >6 mL from baseline to follow-up) and allcaused mortality at 3 months and 1 year.
    There were no significant associations between baseline RDW and hemoglobin levels and early HE. The 3-month mortality (adjusted odds ratio [OR] 2.88; 95% confidence intervals [CI] 0.96-8.64) and 1-year mortality (adjusted OR 3.16, 95% CI 1.08-9.21) was significantly higher in patients with the highest RDW level (Q4) compared to those with the lowest RDW level (Q1). Moreover, patients with the lowest hemoglobin level were significantly associated with increased odds of all-cause mortality at 3-month (adjusted OR 3.95, 95% CI 1.26-12.4) and 1-year (adjusted OR 4.42, 95% CI 1.56-12.5) compared to those with highest hemoglobin level.
    In patients with acute ICH, a higher level of RDW at admission significantly increased the risk of all-cause mortality at 1 year. Moreover, a decreased hemoglobin level at admission was also associated with a higher risk of all-cause mortality at 3 months and 1 year.
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  • 文章类型: Journal Article
    目的:本研究评估了牙周状态与母体外周血(MPB)和脐带血(UCB)白细胞谱的关系。
    方法:招募了九十九名孕妇,他们的数据是通过问卷调查和医疗记录收集的,包括人口统计,系统条件,MPB患者全血细胞计数(CBC)和C反应蛋白(CRP)水平。进行全口牙周评估。分娩后测量UCB中的CBC和CRP水平。
    结果:所有受试者及其新生儿总体健康。30.3%的参与者出现牙周健康状况,而69.7%的患者有不同程度的牙周病。牙周病患者UCB中嗜酸性粒细胞和单核细胞的计数/百分比升高,中性粒细胞的百分比与对应的百分比相比有所下降(p<0.05)。白细胞总数呈正相关,在牙周健康受试者中,中性粒细胞和淋巴细胞计数/MPB和UCB的百分比(r>0.4,p<0.05),但是这种发现在牙周疾病患者中并不存在。此外,在四个测试模型中控制混杂因素后,牙周病独立地占UCB中嗜中性粒细胞和嗜酸性粒细胞的计数/百分比(ANCOVA,p<0.05)。
    结论:母体牙周疾病可在一定程度上干扰脐带血白细胞谱。
    This study evaluated the connection of periodontal status with the leukocyte profiles of maternal peripheral blood (MPB) and umbilical cord blood (UCB).
    Ninety-nine pregnant females were recruited, and their data were collected via questionnaire and from medical records, including demographics, systemic conditions, complete blood count (CBC) and C-reaction protein (CRP) level in MPB. Full-mouth periodontal assessment was performed. CBC and CRP levels in UCB were measured after parturition.
    All subjects and their neonates were generally healthy. 30.3% of the participants presented with periodontal health condition, whereas 69.7% had different severities of periodontal diseases. The counts/percentages of eosinophils and monocytes in UCB from the subjects with periodontal diseases elevated, and the percentage of neutrophils decreased referencing to that from the counterparts (p < 0.05). There were positive correlations for total leukocyte count, neutrophils and lymphocytes counts/percentages in MPB and UCB among the periodontally healthy subjects (r > 0.4, p < 0.05), but such findings did not exist in those with periodontal diseases. Moreover, periodontal diseases independently accounted for the counts/percentages of neutrophils and eosinophils in UCB after controlling confounders in four testing models (ANCOVA, p < 0.05).
    Maternal periodontal diseases could to some extent disturb the leukocyte profiles of umbilical cord blood.
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  • 文章类型: Journal Article
    本研究旨在分析不同状态的BD患者的全血细胞计数和衍生的炎症指标的预测能力,以识别潜在的生物标志物。
    我们收集了2021年1月至2023年3月BD住院患者的数据。通过单变量分析计算全血细胞计数和衍生的炎症指标,Logistic回归分析,和受试者工作特性(ROC)曲线分析。
    就BD患者而言,MON水平(p<0.0001),hs-CRP(p=0.018),NLR(p=0.002)是logistic回归分析的独立危险因素,以及截止值为0.405109/L,2.600mg/L,和2.321。关于BD-M患者,MON水平(p<0.0001),hs-CRP(p=0.012),NLR(p=0.002)是逻辑回归分析的预测因子,截止值是,分别,0.505109/L,2.600mg/L,和2.620。此外,NLR(p=0.006)和MHR(p<0.0001)水平是BD-D的重要指标,临界值分别为1.735和0.487。此外,我们的发现表明,MON的水平(p=0.001)与BD混合有关,临界值为0.340109/L。值得注意的是,MON+hs-CRP+NLR,MON+hs-CRP+NLR,NLR+MHR预测BD的诊断准确率最高,BD-M,和BD-D患者,分别。
    我们的研究结果表明,不同的炎症指标与BD及其不同状态密切相关。此外,我们还确定了它们在不同BD状态下的截止值和最佳组合预测指标,帮助我们提高诊断准确性并更好地评估它们,以管理早期有针对性的干预措施。
    UNASSIGNED: This study aimed to analyze the predictive ability of the complete blood count and derived inflammatory indicators for BD patients with different states to identify potential biomarkers.
    UNASSIGNED: We collected the data of BD in-patients from January 2021 to March 2023. The complete blood count and derived inflammatory indicators were computed by univariate analysis, logistic regression analysis, and receiver operating characteristic (ROC) curve analysis.
    UNASSIGNED: In terms of BD patients, the levels of MON (p<0.0001), hs-CRP (p = 0.018), and NLR (p = 0.002) were independent risk factors in logistic regression analysis, as well as the cut-off values were 0.405 109/L, 2.600 mg/L, and 2.321, respectively. Regarding BD-M patients, the levels of MON (p<0.0001), hs-CRP (p = 0.012), and NLR (p = 0.002) were predictors in logistic regression analysis, and the cut-off values were, respectively, 0.505 109/L, 2.600 mg/L, and 2.620. Additionally, the levels of NLR (p = 0.006) and MHR (p<0.0001) were important indicators for BD-D and the cut-off values were 1.735 and 0.487, respectively. Furthermore, our findings showed that the level of MON (p = 0.001) was related to BD-mixed and the cut-off value was 0.340 109/L. Notably, MON+hs-CRP + NLR, MON+hs-CRP + NLR, and NLR + MHR had the highest diagnostic accuracy to predict BD, BD-M, and BD-D patients, respectively.
    UNASSIGNED: Our findings showed that distinct inflammatory indicators were closely associated with BD and its different states. Additionally, we also identified their cut-off values and optimal combined predictive indicators in different states of BD, helping us improve diagnostic accuracy and better assess them to manage early targeted interventions.
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  • 文章类型: Observational Study
    背景:参考间隔(RI)在临床决策中起重要作用。然而,由于时间,劳动,以及使用直接手段建立RIs所涉及的财务成本,使用间接方法,基于以前从临床实验室获得的大数据,越来越多的关注。不同的间接技术结合不同的数据转换方法和离群值去除可能会导致RI的计算差异。然而,对此几乎没有系统的评估。
    目的:本研究使用直接方法得出的数据作为参考标准,并评估了不同数据转换组合的准确性,离群值去除,以及为大规模数据建立全血细胞计数(CBC)RI的间接技术。
    方法:检索中国医科大学附属第一医院2010年1月至2011年12月18岁以上体检人群的CBC数据。在排除重复的个体后,我们进行了参数化,非参数,霍夫曼,巴塔查里亚,以及截断点和Kolmogorov-Smirnov距离(kosmic)间接方法,结合log或BoxCox转换,还有Reed-Dixon,Tukey,和迭代均值(3SD)离群值去除方法,以得出8个CBC参数的RI,并将结果与直接和先前建立的结果进行比较。此外,计算偏倚比(BRs)以评估哪种间接技术的组合,数据转换模式,和离群值去除方法是优选的。
    结果:原始数据显示,白细胞(WBC)计数的偏度,血小板(PLT)计数,平均红细胞血红蛋白(MCH),平均红细胞血红蛋白浓度(MCHC),平均红细胞体积(MCV)比其他CBC参数明显。经过对数或BoxCox变换,结合Tukey或迭代均值(3SD)处理,这些数据的分布类型接近高斯分布。基于Tukey的异常值去除产生了最大数量的异常值。白细胞的下限偏倚(男性),PLT(男性),血红蛋白(HGB;男性),MCH(男/女)在30种间接方法中,MCV(女性)大于相应的上限。男性和女性CBC参数的计算间接选择不一致。通过直接方法为女性建立的MCHC的RI是狭窄的。为此,kosmic方法明显优越,这与男性高|BR|合格率的CBC参数的RI计算形成对比。在WBC计数的十大方法中,PLT计数,HGB,MCV,MCHC在男性中具有较高的BR合格率,Bhattacharya,霍夫曼,参数方法优于其他2种间接方法。
    结论:与直接法得出的结果相比,离群值去除方法和间接技术显著影响最终RI,而数据转换的影响可以忽略不计,除了明显偏斜的数据。具体来说,Tukey和迭代均值(3SD)方法的异常值去除效率几乎相等。此外,间接技术的选择更多地取决于所研究分析物本身的特性。这项研究为临床实验室使用其先前的数据集建立RI提供了科学证据。
    Reference intervals (RIs) play an important role in clinical decision-making. However, due to the time, labor, and financial costs involved in establishing RIs using direct means, the use of indirect methods, based on big data previously obtained from clinical laboratories, is getting increasing attention. Different indirect techniques combined with different data transformation methods and outlier removal might cause differences in the calculation of RIs. However, there are few systematic evaluations of this.
    This study used data derived from direct methods as reference standards and evaluated the accuracy of combinations of different data transformation, outlier removal, and indirect techniques in establishing complete blood count (CBC) RIs for large-scale data.
    The CBC data of populations aged ≥18 years undergoing physical examination from January 2010 to December 2011 were retrieved from the First Affiliated Hospital of China Medical University in northern China. After exclusion of repeated individuals, we performed parametric, nonparametric, Hoffmann, Bhattacharya, and truncation points and Kolmogorov-Smirnov distance (kosmic) indirect methods, combined with log or BoxCox transformation, and Reed-Dixon, Tukey, and iterative mean (3SD) outlier removal methods in order to derive the RIs of 8 CBC parameters and compared the results with those directly and previously established. Furthermore, bias ratios (BRs) were calculated to assess which combination of indirect technique, data transformation pattern, and outlier removal method is preferrable.
    Raw data showed that the degrees of skewness of the white blood cell (WBC) count, platelet (PLT) count, mean corpuscular hemoglobin (MCH), mean corpuscular hemoglobin concentration (MCHC), and mean corpuscular volume (MCV) were much more obvious than those of other CBC parameters. After log or BoxCox transformation combined with Tukey or iterative mean (3SD) processing, the distribution types of these data were close to Gaussian distribution. Tukey-based outlier removal yielded the maximum number of outliers. The lower-limit bias of WBC (male), PLT (male), hemoglobin (HGB; male), MCH (male/female), and MCV (female) was greater than that of the corresponding upper limit for more than half of 30 indirect methods. Computational indirect choices of CBC parameters for males and females were inconsistent. The RIs of MCHC established by the direct method for females were narrow. For this, the kosmic method was markedly superior, which contrasted with the RI calculation of CBC parameters with high |BR| qualification rates for males. Among the top 10 methodologies for the WBC count, PLT count, HGB, MCV, and MCHC with a high-BR qualification rate among males, the Bhattacharya, Hoffmann, and parametric methods were superior to the other 2 indirect methods.
    Compared to results derived by the direct method, outlier removal methods and indirect techniques markedly influence the final RIs, whereas data transformation has negligible effects, except for obviously skewed data. Specifically, the outlier removal efficiency of Tukey and iterative mean (3SD) methods is almost equivalent. Furthermore, the choice of indirect techniques depends more on the characteristics of the studied analyte itself. This study provides scientific evidence for clinical laboratories to use their previous data sets to establish RIs.
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  • 文章类型: Journal Article
    背景:本研究的目的是调查年轻视网膜静脉阻塞(RVO)患者的血液学参数特征。
    方法:所有参与者都接受了常规眼部检查和血样检查。从全血细胞计数获得的血液学参数,以及特定炎症指数的计算,在年轻的RVO患者和对照组之间进行了比较。还研究了血液学炎症生物标志物与房水炎症细胞因子之间的相关性。
    结果:本研究共纳入64例RVO患者和64例年龄和性别匹配的对照受试者。白细胞计数,中性粒细胞计数,平均血小板体积(MPV),中性粒细胞与淋巴细胞比率(NLR),全身免疫炎症指数(SII),青年RVO患者全身炎症反应指数(SIRI)明显高于对照组(均P<0.05)。与非缺血性RVO患者相比,缺血性RVO患者的NLR较高,SII,和SIRI值(分别为P=0.032,P=0.035和P=0.039)。MPV的受试者操作特征曲线下面积分别为0.725、0.651、0.649和0.634,NLR,SII,和SIRI,分别。此外,较高的NLR与较高水平的白细胞介素6(IL-6;P=0.046,R=0.463)有关,SII越高,IL-6水平越高(P=0.034,R=0.488)和血管内皮生长因子水平越高(P=0.020,R=0.528)。
    结论:NLR,在患有RVO的年轻患者中,SII和SIRI显著升高,尤其是年轻的缺血性RVO患者。NLR和SII与房水IL-6水平呈正相关,这表明系统性炎症在青年患者RVO的发病中起重要作用。
    BACKGROUND: The aim of this study was to investigate the characteristics of hematologic parameters in young patients with retinal vein occlusion (RVO).
    METHODS: All participants underwent routine ocular examinations and blood sample tests. Hematologic parameters obtained from a complete blood count, as well as the calculation of specific inflammatory indices, were compared between young patients with RVO and the control subjects. Correlations between hematologic inflammatory biomarkers and aqueous humor inflammatory cytokines were also investigated.
    RESULTS: A total of 64 patients with RVO and 64 age- and gender-matched control subjects were included in this study. The white blood cell count, neutrophil cell count, mean platelet volume (MPV), neutrophil-to-lymphocyte ratio (NLR), systemic immune-inflammation index (SII), and systemic inflammatory response index (SIRI) in young patients with RVO were significantly higher than in the controls (all p < 0.05). Compared to patients with nonischemic RVO, patients with ischemic RVO had higher NLR, SII, and SIRI values (p = 0.032, p = 0.035, and p = 0.039, respectively). The areas under the receiver operator characteristic curve were 0.725, 0.651, 0.649, and 0.634 for the MPV, NLR, SII, and SIRI, respectively. In addition, a higher NLR was related to higher levels of interleukin 6 (IL-6; p = 0.046, R = 0.463), and a higher SII was related to higher levels of IL-6 (p = 0.034, R = 0.488) and vascular endothelial growth factor (p = 0.020, R = 0.528).
    CONCLUSIONS: The NLR, SII, and SIRI were significantly elevated in young patients with RVO, especially in young patients with ischemic RVO. NLR and SII were positively correlated with IL-6 levels in aqueous humor, which indicated that systemic inflammation plays an important role in the onset of RVO in young patients.
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