ACCUMULATED LABORATORY DATA IN B12 VITAMIN BLOOD LEVEL TIME DEPENDENCY STUDIES IN PATIENTS WITH MYELOMA, LYMPHOCYTIC LEUKEMIA AND MYELOBLASTIC LEUKEMIA IN LATVIA

D. Gavars, A. Auce, Ē. Tauckels, Agnese Miķelsone, A. Tutāne
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Abstract

Vitamin B12 blood level in patients with myeloma (C90 - International Classification of Diseases (ICD-10)), lymphocytic leukemia (C91) and myeloblastic leukemia (C92) prior and after the diagnosis and also BCR-ABL (fusion gene from breakpoint cluster region BCR gene and tyrosine-protein kinase ABL1 (Abelson murine leukemia) gene) tests for C92 patients were studied.Clinical records of 20 C92 patients in Riga East University Hospital were complemented with 6987 B12 clinical test data accumulated in E Gulbis laboratory (EGL) for 7451 patients over 20 years period. BCR-ABL and B12 dynamics for 11 patients with sufficient number of BCRABL and B12 tests were studied.Oracle Cloud with pseudonymized data replica from more than 350 000 000 original EGL clinical test data was used. The data were selected by online analytical processing and SQL built in tools and then used in offline analysis and visualization.Annually there are 107, 189 and 91 confirmed cases of C90, C91 and C92 in Latvia. EGL has 30% more C90-92 patients, due to suspected but later unconfirmed cases. Out of 7451 patients 1386 had one B12 test, two- 548, three and more- 864. The patients with diagnosis fluctuating between C90, C91 and C92 were excluded from the study. The data for the time period of 10 years before and after the first diagnosis were analyzed.Results. Methods and tools for data extraction and analysis from large amount of archived clinical test data were developed and applied. High and very high B12 level was observed for 53% of C92 patients starting from 3 years prior to diagnosis. For C90 and C91 patients B12 level changes around the diagnosis date were also observed although the effect was considerably smaller. Analysis of 11 selected patient data with clinical records showed timewise correlation between B12 and BCR-ABL for 3 of the patients. 
拉脱维亚骨髓瘤、淋巴细胞白血病和髓母细胞白血病患者b12维生素血水平时间依赖性研究的累积实验室数据
研究了骨髓瘤(C90 -国际疾病分类(ICD-10))、淋巴细胞白血病(C91)和髓母细胞白血病(C92)患者诊断前后血中维生素B12水平及C92患者BCR- abl(断点簇区融合基因BCR基因和酪氨酸蛋白激酶ABL1 (Abelson小鼠白血病)基因)检测结果。将里加东大学医院20例C92患者的临床记录与E Gulbis实验室(EGL)积累的7451例患者20年的6987例B12临床检测数据进行补充。研究了11例BCR-ABL和B12检测次数足够的患者的BCR-ABL和B12动态。使用Oracle Cloud,从超过3.5亿份原始EGL临床试验数据中复制假名数据。通过在线分析处理和内置SQL工具选择数据,然后用于离线分析和可视化。拉脱维亚每年分别有107、189和91例C90、C91和C92确诊病例。由于疑似但后来未确诊的病例,EGL的C90-92患者增加了30%。在7451名患者中,1386人进行了一次B12测试,2人- 548人,3人以上- 864人。诊断在C90、C91和C92之间波动的患者被排除在研究之外。对首次诊断前后10年的数据进行分析。开发并应用了从大量存档的临床试验数据中提取和分析数据的方法和工具。从诊断前3年开始,53%的C92患者的B12水平较高或非常高。对于C90和C91患者,在诊断日期前后也观察到B12水平的变化,尽管影响要小得多。对11例有临床记录的患者资料进行分析,其中3例患者B12与BCR-ABL存在时间相关性。
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