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Influence of pneumatic tube system transport on cell count and spectrophotometry in cerebrospinal fluid. 气动管道系统输送对脑脊液细胞计数及分光光度的影响。
IF 1.4 4区 医学 Q4 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-01-01 Epub Date: 2025-12-17 DOI: 10.1080/00365513.2025.2605636
Marcus Clarin, Joel Simrén, Johanna Svanberg, Hanna Fahlén, Ulf Andreasson, Henrik Zetterberg

Pneumatic tube systems (PTS) are routinely used in many hospitals for transporting collected body fluid samples and to reduce turnaround time. However, their use for transport of CSF is not widespread, in part due to ambiguous or non-existing data regarding possible impact on sample stability caused by PTS. This study investigates the effect of PTS transport on cell counts in CSF as well as on haemolysis. No statistical differences were observed on cell count for erythrocytes, leukocytes, lymphocytes, neutrophils, or monocytes as well as on haemolysis measured as absorbance at 415 nm. Therefore, it should be possible to use a PTS to transport CSF for these analyses.

气动管系统(PTS)在许多医院常规用于运输收集的体液样本,以减少周转时间。然而,它们用于脑脊液运输的应用并不广泛,部分原因是关于PTS对样品稳定性可能产生的影响的数据不明确或不存在。本研究探讨PTS转运对脑脊液细胞计数和溶血的影响。红细胞、白细胞、淋巴细胞、中性粒细胞或单核细胞的细胞计数以及溶血在415 nm处的吸光度均无统计学差异。因此,应该可以使用PTS运输CSF进行这些分析。
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引用次数: 0
Evaluation of point-of-care instrument for quantification of infliximab and adalimumab. 评价用于英夫利昔单抗和阿达木单抗定量的即时护理仪器。
IF 1.4 4区 医学 Q4 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-01-01 Epub Date: 2025-09-12 DOI: 10.1080/00365513.2025.2559355
Mark Ainsworth, Torben Knudsen, Karina Vogn Koch, Mads Nybo, Morten Beck Trelle

Introduction: Treatment with infliximab (IFX) and adalimumab (ADL) are used in a range of inflammatory diseases. Measurement of drug levels is warranted, but can be challenged by turn-around-times at the laboratories. Consequently, point-of-care testing (POCT) technology is becoming increasingly relevant. We evaluated the precision and comparability of results obtained with ProciseDx (Biosynex) when used in outpatient gastroenterology clinics monitoring IFX and ADL.

Materials and methods: In this prospective multi-center study, capillary and venous blood samples were collected by trained nurses from patients with inflammatory bowel disease on maintenance therapy with either IFX or ADL. Fourteen different nurses performed blood sampling and IFX measurements using ProciseDx on 64 patients, while 11 different nurses performed ADL measurements on 48 patients. Venous samples were sent to the laboratory for routine testing using Promonitor ELISA kit on a Triturus (Grifols).

Results: Across all patients and all sites, a variation of 18.9% and 11.4% was observed for IFX and ADL measurements, respectively. Peak variance was in the 5-10 mg/L IFX concentration range, while peak variance for ADL measurements was above 12 mg/L. Compared to the routine ELISA, the r-value was 0.82 for IFX with a mean total deviation of 2.10 mg/L (27.1%). For ADL, the r-value was 0.91 with a mean total deviation of 2.93 mg/L (39.7%).

Conclusion: We find the efficacy and accuracy of the ProciseDx acceptable, but when performed by non-laboratory personnel, the differences to routine measurements are considerable and could have a clinical impact. Clinical implementation would at least require reevaluation of the therapeutic intervals.

英夫利昔单抗(IFX)和阿达木单抗(ADL)治疗用于一系列炎症性疾病。药物水平的测量是必要的,但可能受到实验室周转时间的挑战。因此,护理点测试(POCT)技术正变得越来越重要。我们评估了ProciseDx (Biosynex)在门诊胃肠病学诊所监测IFX和ADL时获得的结果的准确性和可比性。材料和方法:在这项前瞻性多中心研究中,由训练有素的护士采集炎症性肠病患者的毛细血管和静脉血样本,这些患者接受IFX或ADL维持治疗。14名护士使用ProciseDx对64名患者进行了血液采样和IFX测量,11名护士对48名患者进行了ADL测量。静脉标本送实验室常规检测,采用Promonitor酶联免疫吸附试验(ELISA kit)。结果:在所有患者和所有部位,IFX和ADL测量值的差异分别为18.9%和11.4%。变异峰在IFX浓度5 ~ 10 mg/L范围内,而ADL的变异峰在12 mg/L以上。与常规ELISA相比,IFX的r值为0.82,平均总偏差为2.10 mg/L(27.1%)。ADL的r值为0.91,平均总偏差为2.93 mg/L(39.7%)。结论:我们发现ProciseDx的有效性和准确性是可以接受的,但当由非实验室人员执行时,与常规测量的差异是相当大的,可能会产生临床影响。临床应用至少需要重新评估治疗间隔。
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引用次数: 0
Performance assessment of ChatGPT in classification of urine particles. ChatGPT在尿颗粒分类中的性能评价。
IF 1.3 4区 医学 Q4 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-01-01 Epub Date: 2025-04-21 DOI: 10.1080/00365513.2025.2496265
Laura Pighi, Davide Negrini, Marco Tosi, Giuseppe Lippi
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引用次数: 0
Consideration of immunochromatographic strip positive results for screening of alpha-thalassemia in elevated hemoglobin F samples. 免疫层析试纸阳性结果筛选高血红蛋白F样品中-地中海贫血的考虑。
IF 1.4 4区 医学 Q4 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-01-01 Epub Date: 2025-06-27 DOI: 10.1080/00365513.2025.2524849
Moe Theingi, Pinyaphat Khamphikham, Sakorn Pornprasert

The screening test for early detection of α-thalassemia is essential in effective management and genetic counseling. The immunochromatographic (IC) strip test is widely used for α-thalassemia screening due to its simplicity and high sensitivity. This study explores the causes of false-positive IC strip results in subjects with HbF >5% who tested negative for common α0-thalassemia --SEA, --Thai and --Chiang Rai type deletions. Fifty whole blood samples were tested using IC strips, and resulting positive samples were retested with washed red blood cells (RBCs) and plasma. Follow-up testing included molecular analysis to detect common hemoglobinopathies in washed RBCs, including α+-thalassemia -α3.7 and -α4.2 deletions, Hb Constant Spring (CS), Hb Quong Sze (QS) and Hb Westmead (WM), as well as antinuclear antibodies (ANAs) screening in plasma. Ten of 50 EDTA whole-blood samples tested positive using the IC strip test, with eight showing positivity in plasma and seven in washed RBCs. Among them, one plasma-positive sample was also positive for ANA, suggesting potential antibody interference. Of the seven RBC-positive samples, three had common hemoglobinopathies: two with the -α3.7 deletion and one with Hb CS. The remaining four RBC-positive cases had no detectable mutations but were infants under three months of age. Since most false positives occur in infants under 8 months, caution is recommended when testing this age group. Additionally, washing red cells can help reduce antibody interference. Further molecular studies, such as Sanger sequencing, MLPA and NGS, should be initiated in cases without obvious causes.

早期发现α-地中海贫血的筛查试验对于有效的管理和遗传咨询至关重要。免疫层析(IC)试纸因其简便、灵敏度高而广泛应用于α-地中海贫血筛查。本研究探讨了HbF为0.5%的受试者在常见α0-地中海贫血-SEA、-泰国和-清莱型缺失检测为阴性的IC条结果假阳性的原因。使用IC试纸对50份全血样本进行检测,阳性样本用水洗红细胞和血浆重新检测。后续检测包括分子分析检测水洗红细胞中常见的血红蛋白病变,包括α+-地中海贫血-α3.7和-α4.2缺失,Hb Constant Spring (CS), Hb Quong Sze (QS)和Hb Westmead (WM),以及血浆中抗核抗体(ANAs)筛查。50份EDTA全血样本中有10份使用IC条测试呈阳性,其中8份在血浆中呈阳性,7份在洗涤红细胞中呈阳性。其中,一份血浆阳性样本也呈ANA阳性,提示可能存在抗体干扰。在7例红细胞阳性样本中,3例有常见的血红蛋白病:2例有-α3.7缺失,1例有Hb CS。其余4例红细胞阳性病例没有可检测到的突变,但都是3个月以下的婴儿。由于大多数假阳性发生在8个月以下的婴儿中,建议在对该年龄组进行检测时谨慎。此外,清洗红细胞可以帮助减少抗体干扰。对于无明显病因的病例,应进一步开展Sanger测序、MLPA、NGS等分子研究。
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引用次数: 0
Extreme biochemical patient results in a routine hospital laboratory. 常规医院化验室的极端生化病人结果。
IF 1.4 4区 医学 Q4 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-01-01 Epub Date: 2025-08-19 DOI: 10.1080/00365513.2025.2546326
Joachim Baech, Lærke Andersen, Stine Linding Andersen

Biochemical tests are crucial in acute patient care, and the validity of the results is important. We aimed to evaluate extreme results reported in a routine hospital laboratory and to review patient characteristics. This is a retrospective cohort study of extreme laboratory results reported at the Department of Clinical Biochemistry, Aalborg University Hospital, Denmark (2022-2024). For six common analytes (sodium, potassium, creatinine, calcium, phosphate, and magnesium), the most extreme low (n = 25) and high (n = 25) results were identified. Electronic health records of 284 unique patients were reviewed to determine pathophysiological causes, pre-analytical errors, clinical course, and 7-day survival. Among 5,794,014 biochemical test results, 300 extreme results (0.005%) were identified, with 261 (87.0%) being compatible with a pathophysiological cause, and 39 (13.0%) being caused by a pre-analytical error. For high results, renal failure was the predominant cause (54.1%), particularly affecting creatinine, phosphate, and potassium. For low results, low creatinine was caused by muscle atrophy, while for other analytes, the most common causes were malnutrition, alcoholism, sepsis, diarrhea/emesis, and diuretics. The 7-day survival was lower for patients with extremely high results (77.4%) compared to low (94.5%). In conclusion, in a routine hospital laboratory, extreme biochemical test results were often pathophysiological, with pre-analytical errors accounting for around 10% of the reported results. Survival was generally high and patients with extremely low results had higher survival compared to those with extremely high results. Results inform the laboratory's decision-making on the handling and release of extreme biochemical results.

生化试验在急症病人护理中至关重要,其结果的有效性很重要。我们的目的是评估在常规医院实验室报告的极端结果,并回顾患者的特征。这是一项对丹麦奥尔堡大学医院临床生物化学部报告的极端实验室结果的回顾性队列研究(2022-2024)。对于六种常见的分析物(钠、钾、肌酐、钙、磷酸盐和镁),确定了最极端的低(n = 25)和高(n = 25)结果。我们回顾了284例特殊患者的电子健康记录,以确定病理生理原因、分析前错误、临床病程和7天生存率。在5794,014个生化检测结果中,鉴定出300个极端结果(0.005%),其中261个(87.0%)与病理生理原因相容,39个(13.0%)是由分析前错误引起的。对于高结果,肾功能衰竭是主要原因(54.1%),特别是影响肌酐、磷酸盐和钾。对于低结果,低肌酐是由肌肉萎缩引起的,而对于其他分析物,最常见的原因是营养不良、酒精中毒、败血症、腹泻/呕吐和利尿剂。结果极高的患者的7天生存率(77.4%)低于结果较低的患者(94.5%)。总之,在医院的常规实验室中,极端的生化检测结果往往是病理生理的,分析前错误约占报告结果的10%。生存率普遍较高,结果极低的患者比结果极高的患者生存率更高。结果为实验室处理和释放极端生化结果的决策提供信息。
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引用次数: 0
Performance comparison of Mindray EH-2090 Urinalysis analyzers and Sysmex UF-5000. 迈瑞EH-2090尿液分析仪与Sysmex UF-5000的性能比较。
IF 1.4 4区 医学 Q4 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-01-01 Epub Date: 2025-09-01 DOI: 10.1080/00365513.2025.2550350
Juan Chen, Chen Zhang, Qiaoping Xu, Zhicheng Wu

In this study, we used manual microscopy as the gold standard, and compared the analytical and clinical performance of EH-2090 and UF-5000 to evaluate their application characteristics in daily clinical practice. Results show the EH-2090 has comparable analytical performance to Sysmex UF-5000. In clinical performance, the EH-2090 shows better counting accuracy for urine formed elements except bacteria. Besides, the EH-2090 could provide more accurate assessment especially in samples with yeast cells, crystals and dysmorphic red blood cells.

本研究以手工镜检为金标准,比较EH-2090和UF-5000的分析性能和临床性能,评价其在日常临床实践中的应用特点。结果表明,EH-2090具有与Sysmex UF-5000相当的分析性能。在临床表现中,EH-2090对除细菌外的尿液形成元素计数精度较高。此外,EH-2090能提供更准确的评估,特别是对酵母细胞、晶体和畸形红细胞的样品。
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引用次数: 0
Circulating NGAL as a multipurpose biomarker in patients hospitalized for acute decompensation of cirrhosis. 循环NGAL作为肝硬化急性失代偿住院患者的多用途生物标志物
IF 1.4 4区 医学 Q4 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-01-01 Epub Date: 2025-11-19 DOI: 10.1080/00365513.2025.2590206
Elayne Cristina de Morais Rateke, Camila Matiollo, Emerita Quintina de Andrade Moura, Michelle Andrigueti, Claudia Maccali, Janaína Sant'Ana Fonseca, Sabine Machado Fiorenza Canova, Janaína Luz Narciso-Schiavon, Leonardo Lucca Schiavon

There is limited evidence regarding the role of circulating neutrophil gelatinase-associated lipocalin (NGAL) in patients admitted with complications of cirrhosis. This prospective cohort study evaluated 161 adult patients hospitalized for acute decompensation (AD) of cirrhosis, with serum samples collected within 48 h of admission. The aim was to investigate the association between NGAL levels, acute kidney injury (AKI), and patient outcomes. Sixty patients presented with AKI at admission. Serum NGAL was independently associated with AKI (OR 1.019, 95% CI 1.012-1.027; p < 0.001), with levels increasing across AKI stages: no AKI (94.24 µg/L), stage 1 (179.20 µg/L), stage 2 (235.50 µg/L), and stage 3 (257.85 µg/L; p < 0.001). Hepatorenal syndrome (HRS) was associated with significantly higher NGAL compared to pre-renal AKI (259.70 vs. 179.30 µg/L; p = 0.002). NGAL predicted HRS with an AUROC of 0.837 (±0.064), with a negative predictive value of 94% for NGAL < 215.00 µg/L. It also predicted AKI reversibility, with an AUROC of 0.829 (±0.061) and a positive predictive value of 98% for NGAL < 242.00 µg/L. Furthermore, NGAL independently predicted 30-day mortality, with a survival probability of 90.8% for NGAL < 160 µg/L and 66.7% for NGAL ≥ 160 µg/L (p < 0.001). These findings support the clinical utility of circulating NGAL as a biomarker reflecting AKI phenotype and disease severity in patients acutely hospitalized for cirrhosis-related complications, with prognostic relevance.

关于循环中性粒细胞明胶酶相关脂钙蛋白(NGAL)在肝硬化并发症患者中的作用的证据有限。本前瞻性队列研究评估了161例因肝硬化急性失代偿(AD)住院的成年患者,并在入院48小时内采集血清样本。目的是研究NGAL水平、急性肾损伤(AKI)和患者预后之间的关系。60例患者入院时出现AKI。血清NGAL与AKI独立相关(OR 1.019, 95% CI 1.012-1.027; p p p = 0.002)。NGAL预测HRS的AUROC为0.837(±0.064),当NGAL < 215.00µg/L时,阴性预测值为94%。该方法还可预测AKI的可逆性,AUROC为0.829(±0.061),NGAL < 242.00µg/L的阳性预测值为98%。此外,NGAL独立预测30天死亡率,NGAL < 160µg/L的生存率为90.8%,NGAL≥160µg/L的生存率为66.7%
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引用次数: 0
Stability of complete blood count parameters in low volume tubes under different storage conditions. 不同贮存条件下小容量试管全血细胞计数参数的稳定性。
IF 1.4 4区 医学 Q4 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-01-01 Epub Date: 2025-10-08 DOI: 10.1080/00365513.2025.2569834
Ayşen Caniklioğlu, Emiş Deniz Akbulut

Our aim was to determine the stability of complete blood count (CBC) parameters in low-volume tubes under different storage conditions. Thirty apparently healthy volunteers were included in the study. Two venous blood samples were taken into low-volume K2EDTA tubes from each individual. The samples were analyzed immediately, then one tube was stored at room temperature and the other under refrigerated conditions (+4 °C), and subsequent measurements were performed at 24, 48 and 72 h. The CBC was performed on the Sysmex XN-1000 analyzer. Stability of CBC parameters was assessed based on total allowable error (TEa) goals. White blood cells (WBCs), red blood cells (RBCs), hemoglobin (Hb), mean corpuscular hemoglobin (MCH), plateletcrit (PCT), neutrophils, lymphocytes and basophils were found stable throughout 72 h at both room temperature and +4 °C. In addition, hematocrit (Hct), mean corpuscular volume (MCV), mean corpuscular hemoglobin concentration (MCHC) and eosinophils remained stable for 72 h at +4 °C. The remaining parameters exhibited stability for less than 72 h under both temperature conditions. As a result, the stability of CBC parameters in low-volume tubes improves with storage under refrigerated conditions. However, not all parameters remain stable until 72 h, even under refrigerated conditions. For this reason, CBC analysis should be performed as fast as possible without delay.

我们的目的是确定全血细胞计数(CBC)参数在不同储存条件下的小容量试管的稳定性。30名看起来健康的志愿者参与了这项研究。从每个人身上取两份静脉血样本,放入小容量的K2EDTA管中。样品立即分析,然后一管室温保存,另一管冷藏(+4°C),随后在24、48和72 h进行测量。全血细胞计数在Sysmex XN-1000分析仪上进行。基于总允许误差(TEa)目标评价了CBC参数的稳定性。白细胞(wbc)、红细胞(rbc)、血红蛋白(Hb)、平均红细胞血红蛋白(MCH)、血小板(PCT)、中性粒细胞、淋巴细胞和嗜碱性粒细胞在室温和+4℃下72小时内均保持稳定。此外,红细胞压积(Hct)、平均红细胞体积(MCV)、平均红细胞血红蛋白浓度(MCHC)和嗜酸性粒细胞在+4℃下保持稳定72 h。其余参数在两种温度条件下均表现出小于72 h的稳定性。因此,在冷藏条件下,小体积试管中CBC参数的稳定性随着储存而提高。然而,即使在冷藏条件下,也不是所有参数在72小时前都保持稳定。因此,CBC分析应尽可能快地进行,不要延误。
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引用次数: 0
Comparison of serum antinuclear antibodies in Guillain-Barré syndrome and chronic inflammatory demyelinating polyradiculoneuropathy: a retrospective case-control study. 格林-巴勒综合征和慢性炎性脱髓鞘性多根神经病变血清抗核抗体的比较:一项回顾性病例对照研究。
IF 1.3 4区 医学 Q4 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-01-01 Epub Date: 2025-05-04 DOI: 10.1080/00365513.2025.2496267
Yu Tu, Xuan Gong, Jiewei Peng, Peipei Zhu, Wenyan Zhuo, Xueying Yu

Serum antinuclear antibodies (ANAs) facilitate the diagnosis and evaluation of patients with many systemic autoimmune conditions. However, there are no systematic reports concerning differences in Guillain-Barré syndrome (GBS) and chronic inflammatory demyelinating polyradiculoneuropathy (CIDP). Therefore, we assessed the differences in serum ANAs in GBS and CIDP patients and control subjects in a Chinese cohort. A retrospective enrollment of 417 patients was conducted for this study, consisting of 158 clinically confirmed GBS patients, 115 CIDP patients, and 144 non-GBS and CIDP inpatients as a control group. The measurement of serum ANAs, including autoantibodies against the Ro52 protein (anti-Ro52 antibody), anti-Sjogren's-syndrome-related antigen A antibodies (anti-SSA), anti-mitochondrial antibody M2 (AMA-M2), etc., was performed on all enrolled patients. Additionally, erythrocyte sedimentation rate (ESR), anti-streptolysin O (ASO), and C-reactive protein (CRP) values were also assessed. The results revealed significantly higher positive rates of Anti-Ro52 antibody, AMA-M2, and Anti-SSA antibody in the GBS group compared to the CIDP and control groups (adjusted p < 0.001). In the GBS group, Anti-Ro52 and AMA-M2 antibody positivity was moderate to severe, while anti-SSA antibody positivity was mild. In the GBS group, the most common finding for a serum ANAs burden score was 3 (58, 36.71%), which was higher than the CIDP group where a score of 1 was the most common finding (14, 12.17%). Anti-Ro52 antibodies, anti-SSA antibodies, and AMA-M2 were closely associated with GBS. Differential positivity of serum ANAs in GBS and CIDP patients was proposed to provide a reference for clinical diagnosis and treatment methods.

血清抗核抗体(ANAs)有助于诊断和评估许多系统性自身免疫性疾病的患者。然而,目前还没有关于格林-巴勒综合征(GBS)和慢性炎症性脱髓鞘性多根神经病变(CIDP)差异的系统报道。因此,我们在一个中国队列中评估了GBS和CIDP患者和对照受试者血清ANAs的差异。本研究回顾性纳入417例患者,其中临床确诊的GBS患者158例,CIDP患者115例,非GBS和CIDP住院患者144例作为对照组。所有入组患者均检测血清ANAs,包括抗Ro52蛋白自身抗体(抗Ro52抗体)、抗干燥综合征相关抗原A抗体(抗ssa)、抗线粒体抗体M2 (AMA-M2)等。此外,还评估了红细胞沉降率(ESR)、抗溶血素O (ASO)和c反应蛋白(CRP)值。结果显示,与CIDP和对照组相比,GBS组抗ro52抗体、AMA-M2和抗ssa抗体的阳性率显著高于CIDP和对照组(校正p)。GBS组抗ro52、AMA-M2抗体阳性为中~重度,抗ssa抗体阳性为轻度。GBS组最常见的血清ANAs负担评分为3分(58,36.71%),高于CIDP组(14,12.17%),后者最常见的评分为1分。抗ro52抗体、抗ssa抗体、AMA-M2与GBS密切相关。提出GBS与CIDP患者血清ANAs的差异阳性,为临床诊断和治疗方法提供参考。
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引用次数: 0
A novel modification approach for the one sample Kolmogorov-Smirnov test in large sample size. 大样本量单样本Kolmogorov-Smirnov检验的一种新的修正方法。
IF 1.3 4区 医学 Q4 MEDICINE, RESEARCH & EXPERIMENTAL Pub Date : 2025-01-01 Epub Date: 2025-06-05 DOI: 10.1080/00365513.2025.2512384
Ugurcan Sayili, Mehmet Guven Gunver

This study aims to propose and evaluate a modified version of the One-Sample Kolmogorov-Smirnov (K-S) test that addresses its current limitations in large sample groups, with the goal of improving its accuracy and reliability in assessing normality assumptions in medical research data. In addition to the classical K-S test, a logarithmic modification was applied to reduce the impact of sample size. This modification replaces the sample size in the test calculation with a logarithmic formula (ln n2) to prevent z-values from becoming excessively small in large samples. Statistical analyses were conducted using Microsoft 365/Excel, SPSS 21.0 and STATA/MP18 with a geometric approach employed to assess data normality using the Geometric Approach to Normality Testing. The study analyzed real-world laboratory data obtained from the complete blood count (CBC) results of 122,310 adult patients (aged ≥18 years) who were treated at Cerrahpaşa Medical Faculty Hospital throughout 2022. The modified K-S test with the proposed logarithmic modification (ln n2) reduced the tendency to reject normality solely due to large sample size. The modified test was able to confirm that some hematological parameters did indeed fit normal distribution models, while discriminating those that did not. In particular, analysis of the data set trimmed by 0.5% showed further improvement in test performance. Consequently, the proposed modification is shown to provide a more sensitive method for assessing the assumption of normal distribution in large data sets. The method can be easily integrated into existing statistical software, making it accessible for routine use in large-scale data analysis.

本研究旨在提出并评估单样本Kolmogorov-Smirnov (K-S)检验的改进版本,以解决其目前在大样本组中的局限性,目的是提高其在评估医学研究数据中正态性假设时的准确性和可靠性。除了经典的K-S检验外,还采用对数修正来减少样本量的影响。这种修改将测试计算中的样本量替换为对数公式(ln n2),以防止z值在大样本中变得过小。采用Microsoft 365/Excel、SPSS 21.0和STATA/MP18进行统计分析,采用几何方法评估数据正态性,采用几何方法进行正态性检验。该研究分析了2022年期间在cerrahpa医学院医院接受治疗的122,310名成年患者(年龄≥18岁)的全血细胞计数(CBC)结果获得的真实实验室数据。采用对数修正(ln n2)的改进K-S检验降低了仅仅由于样本量大而拒绝正态性的倾向。修改后的检验能够确认某些血液学参数确实符合正态分布模型,而区分那些不符合正态分布模型的参数。特别地,对数据集的分析显示,测试性能进一步提高了0.5%。结果表明,所提出的修正为评估大数据集的正态分布假设提供了一种更灵敏的方法。该方法可以很容易地集成到现有的统计软件中,使其可用于大规模数据分析的常规使用。
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引用次数: 0
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Scandinavian Journal of Clinical & Laboratory Investigation
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