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Frequency of serological markers of rheumatoid arthritis in patients with Hashimoto's thyroiditis. 桥本甲状腺炎患者类风湿关节炎血清学指标的频率。
Pub Date : 2024-07-03 DOI: 10.1093/labmed/lmad100
Mariam Ghozzi, Amani Mankai, Sarra Melayah, Fatma Mechi, Zeineb Chedly, Abdelhalim Trabelsi, Ibtissem Ghedira

Background: Hashimoto's thyroiditis (HT) is an autoimmune disease that is frequently associated with other autoimmune conditions.

Objective: To perform serological screening for rheumatoid arthritis (RA) in patients with HT.

Methods: Our study included 88 consecutive serum specimens of patients with confirmed HT and 88 sex- and age-matched healthy subjects. All study participants were tested for anti-cyclic citrullinated peptides antibodies (CCP-Ab) and rheumatoid factor (RF). CCP-Ab and RF were performed using ELISA commercial kits. Statistical analysis was conducted using Epi Info, version 3.

Results: Out of 88 patients with HT, 15 (17.0%) had CCP-Ab or RF. The frequency of serological markers of RA was significantly higher in patients than in control individuals (17.0% vs 4.5%; P = .007). RF was more frequent in patients than in the control group, and the difference was statistically significant (13.6% vs 3.4%; P = .01). Isolated RF-IgM was absent in all controls and present in 6 patients with HT (6.8% vs 0%; P = .02). Out of 14 male patients, 3 (21.4%) had antibodies of RA. There was no significant difference in age between patients with CCP-Ab or RF and those without.

Conclusion: A high frequency of serological markers of RA was highlighted in patients with HT.

背景:桥本甲状腺炎(HT)是一种自身免疫性疾病,通常与其他自身免疫性疾病相关。目的:对类风湿关节炎(RA)患者进行血清学筛查。方法:我们的研究包括88例确诊的HT患者和88例性别和年龄匹配的健康受试者的连续血清标本。所有研究参与者均检测抗环瓜氨酸肽抗体(CCP-Ab)和类风湿因子(RF)。采用ELISA商用试剂盒检测CCP-Ab和RF。使用Epi Info版本3进行统计分析。结果:88例HT患者中,15例(17.0%)有CCP-Ab或RF。RA血清学标志物在患者中的出现频率显著高于对照组(17.0% vs 4.5%;P = .007)。RF在患者中的发生率高于对照组,差异有统计学意义(13.6% vs 3.4%;P = 0.01)。在所有对照中均不存在分离的RF-IgM,但在6例HT患者中存在(6.8% vs 0%;P = .02)。14例男性患者中有3例(21.4%)有RA抗体。CCP-Ab或RF患者与非CCP-Ab或RF患者的年龄无显著差异。结论:在HT患者中RA血清学标志物出现频率较高。
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引用次数: 0
Familial nonmedullary thyroid cancer: a case series in Iranian patients with a meta-review of case series. 家族性非髓样甲状腺癌:伊朗患者的病例系列与病例系列的荟萃回顾。
Pub Date : 2024-07-03 DOI: 10.1093/labmed/lmad098
Zohreh Mohammadi Zaniani, Mehrdad Zeinalian, Mohammad Amin Tabatabaiefar

Background: Nonmedullary thyroid cancer (NMTC) comprises approximately 90% of all thyroid cancers, and about 3% to 9% of NMTC cases have a familial origin. Familial NMTC (FNMTC) in the absence of a documented familial cancer syndrome such as Cowden syndrome is characterized by the occurrence of thyroid cancer of follicular cell origin in 2 or more first-degree relatives.

Methods: Whole-exome sequencing (WES) was used to identify pathogenic genetic variants in 2 Persian families with FNMTC. The purpose of this work is to assess the pathogenic status of these variants as well as the cosegregation status of the variants observed in the examined families.

Results: By analyzing WES data in the first family, SRGAP1: NM_020762: exon16: c.C1849T was identified as a pathogenic variant. This variant was confirmed by Sanger sequencing. In the second family, the variant FOXE1: NM_004473: exon1: c.531_532insCGCGA was identified but was not confirmed by Sanger sequencing.

Conclusion: Based on the data, SRGAP1 can be a potential candidate gene for susceptibility to FNMTC in the first family. However, additional analyses like whole genome sequencing and copy number variations are required to ascertain the disease status in second family.

背景:非髓样甲状腺癌(NMTC)约占所有甲状腺癌的90%,其中约3%至9%的NMTC病例具有家族起源。家族性NMTC (FNMTC)在没有家族性癌症综合征(如考登综合征)的情况下,其特征是在2个或更多一级亲属中发生起源于滤泡细胞的甲状腺癌。方法:采用全外显子组测序(WES)对2个波斯FNMTC家族进行致病基因变异鉴定。这项工作的目的是评估这些变异的致病状态,以及在检查的家庭中观察到的变异的共分离状态。结果:通过分析第一家族的WES数据,鉴定出SRGAP1: NM_020762: exon16: c.C1849T为致病变异。Sanger测序证实了该变异。在第二个家族中,发现了变异FOXE1: NM_004473: exon1: c. 531_532insccgga,但未通过Sanger测序证实。结论:SRGAP1可能是第一家族FNMTC易感性的潜在候选基因。然而,需要全基因组测序和拷贝数变异等额外分析来确定第二家庭的疾病状况。
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引用次数: 0
Clinical management of a patient following a granulocyte transfusion from a donor positive for COVID-19. 从 COVID-19 阳性供体处输注粒细胞后患者的临床治疗。
Pub Date : 2024-07-03 DOI: 10.1093/labmed/lmad118
Jennifer S Woo, Lefan Zhuang, Ryan Jackson, Shirong Wang, Vaibhav Agrawal, Amanda Blackmon, Hoda Pourhassan, Shan Yuan

Granulocyte transfusions are indicated for patients with severe neutropenia and evidence of bacterial or fungal infection who are unresponsive to standard antimicrobial therapy. With a limited expiration time of 24 hours after collection, granulocytes are often transfused before results of infectious-disease screening tests are available, and before a transfusion service can perform a risk assessment if postdonation information is provided after the collection. The case we describe herein demonstrates a clinical scenario meeting indications for granulocyte transfusion, coupled with the clinical management undertaken after the granulocyte donor disclosed a positive result for a COVID-19 self-test taken 1 day after donation. In this case, the patient did not develop new COVID-19 symptoms and tested negative for COVID-19 after transfusion of the implicated unit. These findings add to the body of evidence in the literature that COVID-19 is not transmitted via blood transfusion.

粒细胞输注适用于患有严重中性粒细胞减少症、有细菌或真菌感染证据且对标准抗菌疗法无反应的患者。由于粒细胞采集后的有效期仅为 24 小时,因此通常在感染性疾病筛查结果出来之前就会输注粒细胞,如果在采集后才提供捐献信息,输血服务机构也无法进行风险评估。我们在此描述的病例展示了符合粒细胞输注指征的临床情况,以及粒细胞捐献者在捐献 1 天后披露 COVID-19 自我检测结果呈阳性后所采取的临床管理措施。在该病例中,患者没有出现新的 COVID-19 症状,在输注受影响单位后,COVID-19 检测结果呈阴性。这些发现增加了文献中关于 COVID-19 不会通过输血传播的证据。
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引用次数: 0
Vortexing specimens to disaggregate platelet clumps in EDTA specimens. 涡旋标本以分解 EDTA 标本中的血小板团块。
Pub Date : 2024-07-03 DOI: 10.1093/labmed/lmad105
Lillian Mundt

Objective: To compare platelet count results of specimens that yield platelet clump flags to platelet count results on these specimens after vortexing.

Method: Specimens that generated platelet count flags on Sysmex XN 3000 instruments were vortexed and rerun. Only data from specimens demonstrating elimination of platelet clump flags were used in this study. Pearson r analysis was performed on data.

Results: Comparison of complete blood count results (white blood cell count, red blood cell count, hemoglobin, hematocrit, and platelet count) all yielded Pearson r scores >0.9.

Conclusion: Additional patient comfort and safety concerns, as well as concerns over additional specimen collection and processing costs, may be avoided by vortexing and rerunning specimens flagged for platelet clumps when the platelet count is normal.

目的:比较产生血小板团块标志的标本与这些标本涡旋后的血小板计数结果:比较产生血小板团块标志的标本的血小板计数结果与这些标本涡旋后的血小板计数结果:方法:对 Sysmex XN 3000 仪器上出现血小板计数标志的标本进行涡旋处理并重新运行。本研究仅使用血小板团块标志消除的标本数据。对数据进行了 Pearson r 分析:结果:比较全血细胞计数结果(白细胞计数、红细胞计数、血红蛋白、血细胞比容和血小板计数),Pearson r 得分均大于 0.9:结论:在血小板计数正常的情况下,对标记为血小板团块的标本进行涡旋处理并重新运行,可避免增加患者的舒适度和安全性,以及额外的标本采集和处理成本。
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引用次数: 0
Uncommon causes of hemoglobin E flags identified during measurement of hemoglobin A1c by ion-exchange high-performance liquid chromatography. 通过离子交换高效液相色谱法测量血红蛋白 A1c 时发现血红蛋白 E 标志的不常见原因。
Pub Date : 2024-07-03 DOI: 10.1093/labmed/lmad113
Thomas Herb, Alexander S Taylor, Shih-Hon Li, David M Manthei, Carmen Gherasim

We present 3 cases of discordant results from screening hemoglobin A1c (HbA1c) measured by ion-exchange high-performance liquid chromatography (HPLC) all due to various forms of interference and flagged by the instrument as "suspected hemoglobin E (HbE)." The first case was due to a rare hemoglobin variant, later confirmed to be hemoglobin Hoshida, the second due to "true" heterozygous HbE, and the third a result of analytical artifact causing splitting of the HbA1c peak without an underlying variant hemoglobin. We examine the similarities in these cases along with the laboratory work-up to classify each cause of interference to demonstrate the wide array of potential causes for the suspected HbE flag and why it warrants proper work-up. Because there is no standardized method of reporting out hemoglobin variant interference in HbA1c measurement, we discuss our laboratory's process of investigating discordant HbA1c measurements and reporting results in cases with variant interference as 1 possible model to follow, along with discussing the associated laboratory, ethical, and clinical considerations. We also examine the structure of hemoglobin Hoshida, HbE, and conduct a brief literature review of previous reports.

我们介绍了三例通过离子交换高效液相色谱法(HPLC)测量的血红蛋白 A1c(HbA1c)筛查结果不一致的病例,这些病例都是由于各种形式的干扰造成的,并被仪器标记为 "疑似血红蛋白 E (HbE)"。第一个病例是由于一种罕见的血红蛋白变异体引起的,后来证实是星田血红蛋白;第二个病例是由于 "真正的 "杂合子 HbE 引起的;第三个病例是由于分析假象导致 HbA1c 峰分裂,而没有潜在的变异血红蛋白。我们研究了这些病例的相似之处,并结合实验室检查对每种干扰原因进行了分类,以说明疑似 HbE 标志的潜在原因多种多样,以及为什么需要进行适当的检查。由于目前还没有报告 HbA1c 测量中血红蛋白变异干扰的标准化方法,因此我们讨论了实验室调查不一致的 HbA1c 测量结果和报告变异干扰病例结果的流程,以此作为一种可效仿的模式,并讨论了相关的实验室、伦理和临床注意事项。我们还研究了星田血红蛋白(HbE)的结构,并对以前的报告进行了简要的文献回顾。
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引用次数: 0
A meta-analysis of urinary transferrin for early diagnosis of diabetic nephropathy. 尿转铁蛋白用于糖尿病肾病早期诊断的荟萃分析。
Pub Date : 2024-07-03 DOI: 10.1093/labmed/lmad115
Bangjian Li, Jieying Wang, Wen Ye

Objective: To assess the diagnostic value of urinary transferrin (Tf) in early diabetic nephropathy (DN) to propose a more sensitive and noninvasive biomarker for screening and monitoring DN in clinical practice.

Methods: We searched 3 databases from their inception to May 2023, to identify studies investigating the diagnostic value of Tf in patients with DN. Meta-DiSc software, version 1.4, and Stata software, version 15.1 (StataCorp) were used to conduct a meta-analysis and evaluate the diagnostic accuracy of urine Tf levels for DN.

Results: The meta-analysis included 6 relevant studies investigating the diagnostic value of Tf level for DN. Urinary Tf as a diagnostic marker demonstrated a combined sensitivity of 0.82 (95% CI, 0.71-0.89) and specificity of 0.88 (0.84-0.92). the positive diagnostic likelihood ratio was 7.07 (4.57-10.93), the negative diagnostic likelihood ratio was 0.20 (0.12-0.35), and the diagnostic odds ratio was 34.49 (13.61-87.44). Also, the area under the receiver operating characteristic curve was 0.92 (0.89-0.94), indicating that urinary Tf has a decent discriminative ability in diagnosing DN.

Conclusion: Tf level is a valuable biological marker for early diagnosis and monitoring of DN in clinical practice. It has statistically significant predictive value for patients in the early phases of DN.

目的:评估尿转铁蛋白(Tf)在早期糖尿病肾病(DN)中的诊断价值:评估尿转铁蛋白(Tf)在早期糖尿病肾病(DN)中的诊断价值,为临床实践中筛查和监测DN提出一种更灵敏、无创的生物标志物:我们检索了从开始到 2023 年 5 月的 3 个数据库,以确定调查 Tf 对 DN 患者诊断价值的研究。使用 Meta-DiSc 软件 1.4 版和 Stata 软件 15.1 版(StataCorp)进行荟萃分析,评估尿 Tf 水平对 DN 的诊断准确性:荟萃分析纳入了 6 项调查 Tf 水平对 DN 诊断价值的相关研究。尿 Tf 作为诊断标志物的综合灵敏度为 0.82(95% CI,0.71-0.89),特异度为 0.88(0.84-0.92),阳性诊断似然比为 7.07(4.57-10.93),阴性诊断似然比为 0.20(0.12-0.35),诊断几率比为 34.49(13.61-87.44)。此外,接收者操作特征曲线下面积为 0.92(0.89-0.94),表明尿 Tf 在诊断 DN 方面具有良好的鉴别能力:结论:Tf水平是临床上早期诊断和监测DN的重要生物标志物。结论:在临床实践中,Tf水平是早期诊断和监测DN的重要生物标志物,对DN早期患者具有统计学意义上的预测价值。
{"title":"A meta-analysis of urinary transferrin for early diagnosis of diabetic nephropathy.","authors":"Bangjian Li, Jieying Wang, Wen Ye","doi":"10.1093/labmed/lmad115","DOIUrl":"10.1093/labmed/lmad115","url":null,"abstract":"<p><strong>Objective: </strong>To assess the diagnostic value of urinary transferrin (Tf) in early diabetic nephropathy (DN) to propose a more sensitive and noninvasive biomarker for screening and monitoring DN in clinical practice.</p><p><strong>Methods: </strong>We searched 3 databases from their inception to May 2023, to identify studies investigating the diagnostic value of Tf in patients with DN. Meta-DiSc software, version 1.4, and Stata software, version 15.1 (StataCorp) were used to conduct a meta-analysis and evaluate the diagnostic accuracy of urine Tf levels for DN.</p><p><strong>Results: </strong>The meta-analysis included 6 relevant studies investigating the diagnostic value of Tf level for DN. Urinary Tf as a diagnostic marker demonstrated a combined sensitivity of 0.82 (95% CI, 0.71-0.89) and specificity of 0.88 (0.84-0.92). the positive diagnostic likelihood ratio was 7.07 (4.57-10.93), the negative diagnostic likelihood ratio was 0.20 (0.12-0.35), and the diagnostic odds ratio was 34.49 (13.61-87.44). Also, the area under the receiver operating characteristic curve was 0.92 (0.89-0.94), indicating that urinary Tf has a decent discriminative ability in diagnosing DN.</p><p><strong>Conclusion: </strong>Tf level is a valuable biological marker for early diagnosis and monitoring of DN in clinical practice. It has statistically significant predictive value for patients in the early phases of DN.</p>","PeriodicalId":94124,"journal":{"name":"Laboratory medicine","volume":" ","pages":"413-419"},"PeriodicalIF":0.0,"publicationDate":"2024-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139713568","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Urine immunofixation electrophoresis and serum free light chain analyses benefit diagnosis of multiple myeloma in orthopedic patients with normal serum total proteins, creatinine, calcium, and hemoglobin. 对于血清总蛋白、肌酐、钙和血红蛋白正常的骨科患者,尿液免疫固定电泳和血清游离轻链分析有助于诊断多发性骨髓瘤。
Pub Date : 2024-07-03 DOI: 10.1093/labmed/lmad104
Zhongwei Jia, Jinxing Xia, Qiong Lu

Background: A substantial number of patients with multiple myeloma (MM) who have bone destruction are initially admitted into the orthopedic service at the hospital. However, routine laboratory testing usually fails to identify these patients, thus delaying optimal therapy. Therefore, there is a clear medical need for early diagnosis of MM in these patients.

Methods: Between 2019 and 2021, 42 patients receiving treatment for orthopedic conditions had normal hemoglobin (Hb), total protein (TP), albumin (ALB), creatinine (CREA), and blood calcium (Ca) levels before their surgical procedure(s) but were subsequently pathologically confirmed to have MM, based on their presenting orthopedic symptoms. During the same period, 52 patients with orthopedic conditions were pathologically excluded from the diagnosis of MM and were recruited into our control group. Serum free light chain (sFLC) testing was performed in 94 consecutive patients in the orthopedic service using Siemens N Latex FLC kits. The levels of Hb, TP, ALB, CREA, and Ca were also measured. All 42 patients with MM were divided into group A (n = 25: κ proliferation) and group B (n = 17: λ proliferation) by the pathology department.

Results: There were no significant differences in levels of Hb, TP, ALB, CREA, and Ca between group A and group B and the control group. However, the sFLC κ/λ ratio of group A and B was also significantly different from that of the control group (P < .001). The results of serum immunofixation electrophoresis (IFE) testing demonstrated negative results in 14 cases (58.3%) in group A and 4 cases (25.0%) in group B.

Conclusions: Some patients with orthopedic conditions who do not have typical MM laboratory results, such as those with abnormal Hb, TP, ALB, CREA, and Ca levels before their operation(s), actually have MM. MM should be highly suspected in patients with unexplained bone lesions and with an abnormal sFLC κ/λ ratio. Further tissue or bone marrow biopsy is needed in these patients even if serum and urine IFE results are negative and light chain ratio is normal.

背景:很多骨质破坏的多发性骨髓瘤(MM)患者最初都是在医院骨科就诊的。然而,常规实验室检测通常无法识别这些患者,从而延误了最佳治疗时机。因此,这些患者显然需要早期诊断出 MM:方法:2019 年至 2021 年间,42 名因骨科疾病接受治疗的患者在接受手术治疗前血红蛋白 (Hb)、总蛋白 (TP)、白蛋白 (ALB)、肌酐 (CREA) 和血钙 (Ca) 水平正常,但随后根据其骨科症状经病理证实患有 MM。在同一时期,有 52 名骨科患者经病理检查排除了 MM 的诊断,被纳入我们的对照组。我们使用西门子 N Latex FLC 试剂盒对连续 94 名骨科患者进行了血清游离轻链(sFLC)检测。同时还测量了 Hb、TP、ALB、CREA 和 Ca 的水平。病理科将所有 42 名 MM 患者分为 A 组(n = 25:κ 增殖)和 B 组(n = 17:λ 增殖):结果:A 组和 B 组的 Hb、TP、ALB、CREA 和 Ca 水平与对照组无明显差异。但 A 组和 B 组的 sFLC κ/λ 比值与对照组相比也有显著差异(P < .001)。血清免疫固定电泳(IFE)检测结果显示,A组14例(58.3%)和B组4例(25.0%)为阴性:一些骨科疾病患者的实验室检查结果并不典型,如手术前 Hb、TP、ALB、CREA 和 Ca 水平异常的患者,实际上患有 MM。对于不明原因的骨损伤和 sFLC κ/λ 比值异常的患者,应高度怀疑 MM。即使血清和尿液 IFE 结果为阴性且轻链比值正常,也需要对这些患者进行进一步的组织或骨髓活检。
{"title":"Urine immunofixation electrophoresis and serum free light chain analyses benefit diagnosis of multiple myeloma in orthopedic patients with normal serum total proteins, creatinine, calcium, and hemoglobin.","authors":"Zhongwei Jia, Jinxing Xia, Qiong Lu","doi":"10.1093/labmed/lmad104","DOIUrl":"10.1093/labmed/lmad104","url":null,"abstract":"<p><strong>Background: </strong>A substantial number of patients with multiple myeloma (MM) who have bone destruction are initially admitted into the orthopedic service at the hospital. However, routine laboratory testing usually fails to identify these patients, thus delaying optimal therapy. Therefore, there is a clear medical need for early diagnosis of MM in these patients.</p><p><strong>Methods: </strong>Between 2019 and 2021, 42 patients receiving treatment for orthopedic conditions had normal hemoglobin (Hb), total protein (TP), albumin (ALB), creatinine (CREA), and blood calcium (Ca) levels before their surgical procedure(s) but were subsequently pathologically confirmed to have MM, based on their presenting orthopedic symptoms. During the same period, 52 patients with orthopedic conditions were pathologically excluded from the diagnosis of MM and were recruited into our control group. Serum free light chain (sFLC) testing was performed in 94 consecutive patients in the orthopedic service using Siemens N Latex FLC kits. The levels of Hb, TP, ALB, CREA, and Ca were also measured. All 42 patients with MM were divided into group A (n = 25: κ proliferation) and group B (n = 17: λ proliferation) by the pathology department.</p><p><strong>Results: </strong>There were no significant differences in levels of Hb, TP, ALB, CREA, and Ca between group A and group B and the control group. However, the sFLC κ/λ ratio of group A and B was also significantly different from that of the control group (P < .001). The results of serum immunofixation electrophoresis (IFE) testing demonstrated negative results in 14 cases (58.3%) in group A and 4 cases (25.0%) in group B.</p><p><strong>Conclusions: </strong>Some patients with orthopedic conditions who do not have typical MM laboratory results, such as those with abnormal Hb, TP, ALB, CREA, and Ca levels before their operation(s), actually have MM. MM should be highly suspected in patients with unexplained bone lesions and with an abnormal sFLC κ/λ ratio. Further tissue or bone marrow biopsy is needed in these patients even if serum and urine IFE results are negative and light chain ratio is normal.</p>","PeriodicalId":94124,"journal":{"name":"Laboratory medicine","volume":" ","pages":"454-459"},"PeriodicalIF":0.0,"publicationDate":"2024-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139033135","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prediction of low-density lipoprotein cholesterol levels using machine learning methods. 利用机器学习方法预测低密度脂蛋白胆固醇水平。
Pub Date : 2024-07-03 DOI: 10.1093/labmed/lmad114
Yoori Kim, Won Kyung Lee, Woojoo Lee

Objective: Low-density lipoprotein cholesterol (LDL-C) has been commonly calculated by equations, but their performance has not been entirely satisfactory. This study aimed to develop a more accurate LDL-C prediction model using machine learning methods.

Methods: The study involved predicting directly measured LDL-C, using individual characteristics, lipid profiles, and other laboratory results as predictors. The models applied to predict LDL-C values were multiple regression, penalized regression, random forest, and XGBoost. Additionally, a novel 2-step prediction model was developed and introduced. The machine learning methods were evaluated against the Friedewald, Martin, and Sampson equations.

Results: The Friedewald, Martin, and Sampson equations had root mean squared error (RMSE) values of 12.112, 8.084, and 8.492, respectively, whereas the 2-step prediction model showed the highest accuracy, with an RMSE of 7.015. The LDL-C levels were also classified as a categorical variable according to the diagnostic criteria of the dyslipidemia treatment guideline, and concordance rates were calculated between the predictive values obtained from each method and the directly measured ones. The 2-step prediction model had the highest concordance rate (85.1%).

Conclusion: The machine learning method can calculate LDL-C more accurately than existing equations. The proposed 2-step prediction model, in particular, outperformed the other machine learning methods.

目的:低密度脂蛋白胆固醇(LDL-C)常用方程计算,但其性能并不完全令人满意。本研究旨在利用机器学习方法开发一种更准确的低密度脂蛋白胆固醇预测模型:方法:研究涉及预测直接测量的低密度脂蛋白胆固醇,将个人特征、血脂谱和其他实验室结果作为预测因素。用于预测 LDL-C 值的模型包括多元回归、惩罚回归、随机森林和 XGBoost。此外,还开发并引入了一种新型的两步预测模型。根据弗里德瓦尔德方程、马丁方程和桑普森方程对机器学习方法进行了评估:结果:Friedewald、Martin 和 Sampson 方程的均方根误差(RMSE)值分别为 12.112、8.084 和 8.492,而两步预测模型的准确度最高,RMSE 为 7.015。根据血脂异常治疗指南的诊断标准,LDL-C 水平也被划分为一个分类变量,并计算了每种方法得出的预测值与直接测量值之间的吻合率。两步预测模型的吻合率最高(85.1%):结论:与现有公式相比,机器学习方法能更准确地计算 LDL-C。结论:与现有公式相比,机器学习方法能更准确地计算低密度脂蛋白胆固醇,尤其是所提出的两步预测模型优于其他机器学习方法。
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引用次数: 0
Exploratory analysis of glial fibrillary acidic protein and ubiquitin C-terminal hydrolase L1 in management of patients with mild neurological symptoms undergoing head computed tomography scan at the emergency department: a pilot study from a Croatian tertiary hospital. 探索性分析神经胶质纤维酸性蛋白和泛素 C 端水解酶 L1 对在急诊科接受头部计算机断层扫描的轻微神经症状患者的治疗作用:克罗地亚一家三级医院的试点研究。
Pub Date : 2024-07-03 DOI: 10.1093/labmed/lmad116
Ivana Lapić, Dunja Rogić, Ana Lončar Vrančić, Ivan Gornik

Background: Diagnostic accuracy of glial fibrillary acidic protein (GFAP) and ubiquitin C-terminal hydrolase L1 (UCH-L1) in identification of intracranial abnormalities detected by computed tomography (CT) in mild traumatic brain injury (mTBI), and in patients with mild neurological symptoms not caused by head trauma but suspected with a neurological disorder, was examined.

Methods: GFAP and UCH-L1 were determined using the chemiluminescence immunoassays on the Alinity i analyzer (Abbott Laboratories).

Results: Significantly higher GFAP (median 53.8 vs 25.7 ng/L, P < .001) and UCH-L1 (median 350.9 vs 153.9 ng/L, P < .001) were found in mTBI compared to non-head trauma patients. In mTBI diagnostic sensitivity (Se) and specificity (Sp) for the combination of GFAP and UCH-L1 were 100% and 30.9%, respectively, with area under the curve (AUC) 0.655. GFAP alone yielded Se 85.7%, Sp 41.8%, and AUC 0.638, while UCH-L1 yielded Se 57.1%, Sp 56.4%, and AUC 0.568. In non-head trauma patients, the combination of GFAP and UCH-L1 showed Se 100%, Sp 87.9%, and AUC 0.939, while GFAP alone demonstrated Se 100%, Sp 90.9%, and AUC 0.955.

Conclusions: If these results are reproduced on a larger sample, GFAP and UCH-L1 may reduce CT use in patients with mild neurological symptoms after systemic causes exclusion and neurologist's evaluation.

背景:研究了神经胶质纤维酸性蛋白(GFAP)和泛素C-末端水解酶L1(UCH-L1)在轻度脑外伤(mTBI)患者和非头部外伤引起的轻度神经症状但怀疑患有神经系统疾病的患者中用于识别计算机断层扫描(CT)检测到的颅内异常的诊断准确性:方法:使用 Alinity i 分析仪(雅培实验室)上的化学发光免疫测定法测定 GFAP 和 UCH-L1:结果:GFAP 明显高于 UCH-L1(中位数为 53.8 vs 25.7 ng/L,P如果这些结果能在更大样本中重现,GFAP 和 UCH-L1 可减少轻微神经症状患者在排除全身病因和神经科医生评估后使用 CT 的次数。
{"title":"Exploratory analysis of glial fibrillary acidic protein and ubiquitin C-terminal hydrolase L1 in management of patients with mild neurological symptoms undergoing head computed tomography scan at the emergency department: a pilot study from a Croatian tertiary hospital.","authors":"Ivana Lapić, Dunja Rogić, Ana Lončar Vrančić, Ivan Gornik","doi":"10.1093/labmed/lmad116","DOIUrl":"10.1093/labmed/lmad116","url":null,"abstract":"<p><strong>Background: </strong>Diagnostic accuracy of glial fibrillary acidic protein (GFAP) and ubiquitin C-terminal hydrolase L1 (UCH-L1) in identification of intracranial abnormalities detected by computed tomography (CT) in mild traumatic brain injury (mTBI), and in patients with mild neurological symptoms not caused by head trauma but suspected with a neurological disorder, was examined.</p><p><strong>Methods: </strong>GFAP and UCH-L1 were determined using the chemiluminescence immunoassays on the Alinity i analyzer (Abbott Laboratories).</p><p><strong>Results: </strong>Significantly higher GFAP (median 53.8 vs 25.7 ng/L, P < .001) and UCH-L1 (median 350.9 vs 153.9 ng/L, P < .001) were found in mTBI compared to non-head trauma patients. In mTBI diagnostic sensitivity (Se) and specificity (Sp) for the combination of GFAP and UCH-L1 were 100% and 30.9%, respectively, with area under the curve (AUC) 0.655. GFAP alone yielded Se 85.7%, Sp 41.8%, and AUC 0.638, while UCH-L1 yielded Se 57.1%, Sp 56.4%, and AUC 0.568. In non-head trauma patients, the combination of GFAP and UCH-L1 showed Se 100%, Sp 87.9%, and AUC 0.939, while GFAP alone demonstrated Se 100%, Sp 90.9%, and AUC 0.955.</p><p><strong>Conclusions: </strong>If these results are reproduced on a larger sample, GFAP and UCH-L1 may reduce CT use in patients with mild neurological symptoms after systemic causes exclusion and neurologist's evaluation.</p>","PeriodicalId":94124,"journal":{"name":"Laboratory medicine","volume":" ","pages":"492-497"},"PeriodicalIF":0.0,"publicationDate":"2024-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139747996","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Attitudes toward research and scholarly activities among medical laboratory science professionals in the United States. 美国医学实验室科学专业人员对研究和学术活动的态度。
Pub Date : 2024-07-03 DOI: 10.1093/labmed/lmad120
Melissa J Smith, Hon K Yuen, Lindsey Davenport-Landry, Julia O'Donnell, Ibsa Abdi, Floyd Josephat, Jie Gao

Background: Medical laboratory science (MLS) professionals play a crucial role in health care teams. However, research culture in the profession has not been well developed or studied. It is necessary to characterize attitudes toward research and scholarly activities among MLS professionals and identify ways to promote research in the profession.

Methods: A cross-sectional survey was administered through American Society for Clinical Laboratory Science channels. Survey responses were summarized using descriptive statistics, and linear regression models were constructed to identify characteristics that predicted 2 research attitudes: "valuing the role of research" and "perceived research environment" in the profession.

Results: Of the 116 MLS professionals in this study, 53% reported currently participating in research activities. Opinions toward research were generally positive, although many respondents were not currently conducting research. Individuals with education and research practice focuses tended to place greater value on research, and education level was a significant predictor of perceived research environment. Dedicated research time and mentorship were cited as effective ways for employers to promote research in MLS.

Conclusion: Overall, respondents had favorable attitudes toward research in MLS, but approximately half of participants noted a lack of incentives to conduct research. This study highlights several initiatives that may be effective for promoting increased research activity among MLS professionals.

背景:医学实验室科学(MLS)专业人员在医疗团队中发挥着至关重要的作用。然而,该行业的研究文化尚未得到很好的发展或研究。有必要了解医学检验专业人员对研究和学术活动的态度,并找出促进该专业研究的方法:通过美国临床检验科学学会渠道进行了一项横向调查。使用描述性统计对调查回复进行总结,并建立线性回归模型,以确定预测 2 种研究态度的特征:"结果:在 116 名参与研究的 MLS 专业人员中,53% 表示目前正在参与研究活动。尽管许多受访者目前并未从事研究工作,但他们对研究工作的看法普遍是积极的。以教育和研究实践为重点的人往往更重视研究,教育水平是预测研究环境的一个重要因素。专门的研究时间和导师制被认为是雇主促进 MLS 研究的有效方法:总体而言,受访者对 MLS 研究持积极态度,但约半数参与者指出缺乏开展研究的激励措施。本研究强调了几种可能有效促进 MLS 专业人员增加研究活动的措施。
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引用次数: 0
期刊
Laboratory medicine
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