Suppr超能文献

通过自动算法和电子请求的决策支持系统进行初级保健患者贫血诊断。

Decision support system through automatic algorithms and electronic request in diagnosis of anaemia for primary care patients.

机构信息

Laboratory of Biochemistry, Valencia University Clinic Hospital, Valencia, Spain.

出版信息

Biochem Med (Zagreb). 2021 Jun 15;31(2):020702. doi: 10.11613/BM.2021.020702. Epub 2021 Apr 15.

Abstract

INTRODUCTION

An appropriate management of anaemia laboratory tests is crucial for a correct diagnosis and treatment. A non-sequential "shotgun" approach (where every anaemia related test is ordered) causes workload and cost increases and could be potentially harmful. We have implemented a Decision Support System through our laboratory information system (LIMS) based on reflexive algorithms and automatic generation of interpretative reports specifically in diagnosis of anaemia for primary care patients.

MATERIALS AND METHODS

When a request contained an "Anaemia Suspicion Study" profile, more than twenty automatic reflexive rules were activated in our LIMS based upon laboratory results. These rules normally involved the addition of reflexive tests. A final report was automatically generated for each interpretation which was always reviewed for their validity by two staff pathologists. We measured the impact of this system in the ordering of most common anaemia related tests and if a proper treatment was established based on the interpretive report.

RESULTS

From all the studies performed, only 12% were positive being "iron deficiency" and "anaemia of chronic disease" the most frequent causes, 62% and 17%, respectively. Proper treatment was established in 88% of these anaemic patients. Total iron, transferrin, ferritin, folate and vitamin B12 demand decreased substantially after implementation representing a cost reduction of 40% only for these five tests.

CONCLUSIONS

Our system has easily improved patient outcomes, advising on individual clinical cases. We have also noticeably reduced the number of over-requested tests and laboratory costs.

摘要

简介

适当管理贫血实验室检测对于正确诊断和治疗至关重要。非连续的“霰弹枪”方法(即对所有与贫血相关的检测都进行检测)会增加工作量和成本,并且可能存在潜在危害。我们通过实验室信息系统(LIMS)实施了决策支持系统,该系统基于反射算法和自动生成解释性报告,专门用于初级保健患者的贫血诊断。

材料和方法

当请求包含“贫血疑似研究”档案时,我们的 LIMS 会根据实验室结果激活二十多个自动反射规则。这些规则通常涉及反射性检测的添加。为每个解释自动生成一份最终报告,并且由两名病理科工作人员对其有效性进行审核。我们衡量了该系统在最常见的贫血相关检测中的订购情况,以及是否根据解释性报告确立了适当的治疗方案。

结果

在所进行的所有研究中,只有 12%呈阳性,其中“缺铁”和“慢性病性贫血”是最常见的病因,分别占 62%和 17%。这些贫血患者中有 88%接受了适当的治疗。实施后,总铁、转铁蛋白、铁蛋白、叶酸和维生素 B12 的需求明显减少,仅这五个检测就降低了 40%的成本。

结论

我们的系统可以轻松改善患者的治疗效果,为每个临床案例提供建议。我们还明显减少了过度检测的次数和实验室成本。

相似文献

1
Decision support system through automatic algorithms and electronic request in diagnosis of anaemia for primary care patients.
Biochem Med (Zagreb). 2021 Jun 15;31(2):020702. doi: 10.11613/BM.2021.020702. Epub 2021 Apr 15.
3
Primary care requests for anaemia chemistry tests in Spain: potential iron, transferrin and folate over-requesting.
J Clin Pathol. 2017 Sep;70(9):760-765. doi: 10.1136/jclinpath-2016-204249. Epub 2017 Feb 17.
5
Folate deficiency is associated with nutritional anaemia in Lebanese women of childbearing age.
Public Health Nutr. 2006 Oct;9(7):921-7. doi: 10.1017/phn2005921.
6
Vitamin B12 and folate deficiency in chronic heart failure.
Heart. 2015 Feb;101(4):302-10. doi: 10.1136/heartjnl-2014-306022. Epub 2014 Oct 16.
7
[Effectiveness of an intervention to improve demand management of laboratory tests related to anaemia in primary care].
J Healthc Qual Res. 2020 Sep-Oct;35(5):291-296. doi: 10.1016/j.jhqr.2019.12.002. Epub 2020 Jul 25.
8
Determinants of Nutritional Anemia in Adolescents.
Indian Pediatr. 2015 Oct;52(10):867-9. doi: 10.1007/s13312-015-0734-7.
9
Vitamin B12 and folate levels increase during treatment of iron deficiency anaemia in young adult woman.
Int J Lab Hematol. 2015 Oct;37(5):641-8. doi: 10.1111/ijlh.12378. Epub 2015 May 11.

本文引用的文献

1
Adding clinical utility to the laboratory reports: automation of interpretative comments.
Clin Chem Lab Med. 2019 Feb 25;57(3):365-370. doi: 10.1515/cclm-2018-0623.
2
An application of machine learning to haematological diagnosis.
Sci Rep. 2018 Jan 11;8(1):411. doi: 10.1038/s41598-017-18564-8.
3
Primary care requests for anaemia chemistry tests in Spain: potential iron, transferrin and folate over-requesting.
J Clin Pathol. 2017 Sep;70(9):760-765. doi: 10.1136/jclinpath-2016-204249. Epub 2017 Feb 17.
4
Anemia for the Primary Care Physician.
Prim Care. 2016 Dec;43(4):527-542. doi: 10.1016/j.pop.2016.07.006.
5
Laboratory diagnosis of anemia: are the old and new red cell parameters useful in classification and treatment, how?
Int J Lab Hematol. 2016 May;38 Suppl 1:123-32. doi: 10.1111/ijlh.12500. Epub 2016 May 16.
6
Potential over request in anemia laboratory tests in primary care in Spain.
Hematology. 2015 Jul;20(6):368-73. doi: 10.1179/1607845414Y.0000000210. Epub 2014 Nov 4.
7
Anemias.
Crit Care Nurs Clin North Am. 2013 Dec;25(4):411-26, v. doi: 10.1016/j.ccell.2013.09.004.
9
Anemia in the elderly: usefulness of an easy and comprehensive laboratory screen.
Ann Biol Clin (Paris). 2012 Nov-Dec;70(6):643-7. doi: 10.1684/abc.2012.0746.
10
Reflective testing: adding value to laboratory testing.
Clin Chem Lab Med. 2012 Apr 28;50(7):1249-52. doi: 10.1515/cclm-2011-0611.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验