glycated hemoglobin

糖化血红蛋白
  • 文章类型: Journal Article
    背景:生活方式的改变是2型糖尿病治疗的关键部分。许多患者发现长期自我管理困难,和移动应用程序可能是一个解决方案。2010年,在美国,一个移动应用程序被批准为官方医疗设备。类似的应用程序已经进入日本市场,但尚未被归类为医疗设备。
    目的:本研究的目的是确定SaveMedicalCorporation(SMC)-01的疗效,SaveMedicalCorporation(SMC)-01是一种支持日本2型糖尿病患者生活方式改变的移动应用程序。
    方法:这是一个为期24周的多机构,前瞻性随机对照试验。干预组接受了SMC-01,这是一款应用程序,其功能允许患者记录数据并接收个性化反馈,以鼓励更健康的生活方式。对照组使用纸质期刊进行糖尿病自我管理。主要结果是从基线到第12周的血红蛋白A1c变化的组间差异。
    结果:从基线到第12周,干预组的血红蛋白A1c变化为-0.05%(95%CI-0.14%至0.04%),对照组为0.06%(95%CI-0.04%至0.15%)。组间变化差异为-0.11%(95%CI-0.24%至0.03%;P=.11)。
    结论:血糖控制无统计学意义的变化。缺乏变化可能是由于SMC-01诱导行为变化不足,没有筛查那些有强烈意愿改变生活方式的患者,由于设计问题,SMC-01的有效使用率低,或者SMC-01干预的问题。未来的努力应在制定干预措施的早期阶段集中于这些问题。
    背景:日本临床试验注册中心jRCT2032200033;https://jrct。尼夫.走吧。jp/latest-detail/jRCT2032200033.
    BACKGROUND: Lifestyle modifications are a key part of type 2 diabetes mellitus treatment. Many patients find long-term self-management difficult, and mobile apps could be a solution. In 2010, in the United States, a mobile app was approved as an official medical device. Similar apps have entered the Japanese market but are yet to be classified as medical devices.
    OBJECTIVE: The objective of this study was to determine the efficacy of Save Medical Corporation (SMC)-01, a mobile app for the support of lifestyle modifications among Japanese patients with type 2 diabetes mellitus.
    METHODS: This was a 24-week multi-institutional, prospective randomized controlled trial. The intervention group received SMC-01, an app with functions allowing patients to record data and receive personalized feedback to encourage a healthier lifestyle. The control group used paper journals for diabetes self-management. The primary outcome was the between-group difference in change in hemoglobin A1c from baseline to week 12.
    RESULTS: The change in hemoglobin A1c from baseline to week 12 was -0.05% (95% CI -0.14% to 0.04%) in the intervention group and 0.06% (95% CI -0.04% to 0.15%) in the control group. The between-group difference in change was -0.11% (95% CI -0.24% to 0.03%; P=.11).
    CONCLUSIONS: There was no statistically significant change in glycemic control. The lack of change could be due to SMC-01 insufficiently inducing behavior change, absence of screening for patients who have high intention to change their lifestyle, low effective usage of SMC-01 due to design issues, or problems with the SMC-01 intervention. Future efforts should focus on these issues in the early phase of developing interventions.
    BACKGROUND: Japan Registry of Clinical Trials jRCT2032200033; https://jrct.niph.go.jp/latest-detail/jRCT2032200033.
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  • 文章类型: Journal Article
    这篇评论旨在解决我们快速发展的2型糖尿病知识体系与将其转化为现实世界实践之间的主要差距和延误。通过根据最近的证据和本文所述的最新和改进的最佳实践,我们将更好地实现A1c目标,有助于保持β细胞完整性和适度的血糖变异性,尽量减少治疗引起的低血糖,规避处方治疗失败,并防止长期并发症。这篇综述中讨论的第一个主题涉及2023年和2024年糖尿病治疗指南的更新,进一步阐述可以帮助促进融入常规护理。第二个问题是糖尿病研究的进展尚未进入指南,尽管它们得到了强有力的证据的认可,并且已经准备好在适当的患者中使用。最后的主题解决了对2型糖尿病的基础的挥之不去的误解-基本谬论,这些谬论在教科书和继续医学教育中继续被断言,医生在此基础上建立了他们的方法。对疾病状态的正确和最新的了解对于从业者在概念上和翻译上通过晚期2型糖尿病来管理初始发作至关重要。
    This review seeks to address major gaps and delays between our rapidly evolving body of knowledge on type 2 diabetes and its translation into real-world practice. Through updated and improved best practices informed by recent evidence and described herein, we stand to better attain A1c targets, help preserve beta cell integrity and moderate glycemic variability, minimize treatment-emergent hypoglycemia, circumvent prescribing to \"treatment failure,\" and prevent long-term complications. The first topic addressed in this review concerns updates in the 2023 and 2024 diabetes treatment guidelines for which further elaboration can help facilitate integration into routine care. The second concerns advances in diabetes research that have not yet found their way into guidelines, though they are endorsed by strong evidence and are ready for real-world use in appropriate patients. The final theme addresses lingering misconceptions about the underpinnings of type 2 diabetes-fundamental fallacies that continue to be asserted in the textbooks and continuing medical education upon which physicians build their approaches. A corrected and up-to-date understanding of the disease state is essential for practitioners to both conceptually and translationally manage initial onset through late-stage type 2 diabetes.
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  • 文章类型: Journal Article
    目的:成人早发性糖尿病(年龄<40岁)的并发症风险增加,目前尚不清楚他们是否正在接受指南推荐的护理。我们比较了早发性和常发性糖尿病成年人的血红蛋白A1c(HbA1c)检测频率和结果,并评估了与指南一致性相关的因素。
    方法:来自艾伯塔省的人口级数据库,加拿大(约450万)被用来识别患有糖尿病的成年人。该队列在诊断时按年龄分层(<40vs.≥40年),然后随访365天进行HbA1c测试。调整后的多变量分析用于确定与指南一致性相关的临床和社会人口统计学因素。
    结果:在23,643名成年糖尿病患者中(平均年龄54.1±15.4岁;女性占42.1%),18.9%患有早发性糖尿病。早发性糖尿病与较低的测试频率相关(调整后比值比(aOR),0.80;95%CI0.70-0.90)及以上目标血糖水平与正常发作糖尿病(aOR,1.45;95%CI1.29-1.64)。与指南一致的HbA1c检测频率相关的因素是农村居住和胰岛素使用。
    结论:在我们提供免费医疗服务的全民医疗环境中,与正常发病的糖尿病患者相比,早发性糖尿病患者的HbA1c检测率较低,血糖控制处于次优状态.
    OBJECTIVE: Adults with early-onset diabetes (age < 40 years) have an increased risk of complications, and it is unclear whether they are receiving guideline recommended care. We compared the frequency and results of haemoglobin A1c (HbA1c) testing in adults with early-onset and usual-onset diabetes and assessed factors related to guideline concordance.
    METHODS: Population-level databases from Alberta, Canada (∼4.5 million) were used to identify adults with incident diabetes. The cohort was stratified by age at diagnosis (< 40 vs. ≥ 40 years) and then followed for 365 days for HbA1c testing. Adjusted multivariable analyses were used to identify clinical and sociodemographic factors associated with guideline concordance.
    RESULTS: Among 23,643 adults with incident diabetes (mean age 54.1 ± 15.4 years; 42.1 % female), 18.9 % had early-onset diabetes. Early-onset diabetes was associated with lower frequency of testing (adjusted odds ratio (aOR), 0.80; 95 % CI 0.70-0.90) and above target glycaemic levels compared to usual-onset diabetes (aOR, 1.45; 95 % CI 1.29-1.64). Factors associated with guideline concordant frequency of HbA1c testing were rural residence and insulin use.
    CONCLUSIONS: In our universal care setting with premium-free health care, early-onset diabetes was associated with lower rates of HbA1c testing and sub-optimal glycaemic control compared to those with usual-onset diabetes.
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  • 文章类型: Journal Article
    医院系统和保险公司收购私人拥有的医生实践并随后将其转换为垂直整合的实践的趋势。这项研究的目的是观察医疗实践所有权的这种变化是否会影响对1型和2型糖尿病管理临床指南的遵守。
    这是一项观察性研究,使用来自全国门诊医疗调查的汇总横断面数据(2014-2016年和2018-2019年)。美国诊所就诊的全国代表性概率样本。总共分析了7499次慢性常规随访和对非综合(单独和小组医师实践)和综合实践的预防性护理访问,以查看是否提供了指南一致的护理。措施包括每年为1型和2型糖尿病患者推荐的7项服务(HbA1c,脂质面板,血清肌酐,抑郁症筛查,流感免疫接种,足部检查,和BMI)。
    与非综合医师实践相比,垂直整合的做法有更高的血红蛋白A1C检测率(比值比1.58[95%CI1.07-2.33],P<.05),血清肌酸测试(比值比1.53[95%CI1.02-2.29],P<.05),足部检查(赔率比2.03[95%CI0.98-4.22],P=.058),和BMI测量(比值比1.54[95%CI0.99-2.39],P=.054)。在脂质面板测试中没有显着差异,抑郁症筛查,或流感免疫接种。
    我们的结果表明,综合医疗实践比非综合实践对糖尿病实践指南的依从性更高。然而,无论所有权如何,提供的服务费率都很低。
    UNASSIGNED: There has been a trend toward hospital systems and insurers acquiring privately owned physician practices and subsequently converting them into vertically integrated practices. The purpose of this study is to observe whether this change in ownership of a medical practice influences adherence to clinical guidelines for the management of type 1 and type 2 diabetes.
    UNASSIGNED: This is an observational study using pooled cross-sectional data (2014-2016 and 2018-2019) from the National Ambulatory Medical Care Survey, a nationally representative probability sample of US office-based physician visits. A total of 7499 chronic routine follow ups and preventative care visits to non-integrated (solo and group physician practices) and integrated practices were analyzed to see whether guideline concordant care was provided. Measures included 7 services that are recommended annually for individuals with type 1 and type 2 diabetes (HbA1c, lipid panel, serum creatinine, depression screening, influenza immunization, foot examination, and BMI).
    UNASSIGNED: Compared to non-integrated physician practices, vertically integrated practices had higher rates of hemoglobin A1C testing (odds ratio 1.58 [95% CI 1.07-2.33], P < .05), serum creatine testing (odds ratio 1.53 [95% CI 1.02-2.29], P < .05), foot examinations (odds ratio 2.03 [95% CI 0.98-4.22], P = .058), and BMI measuring (odds ratio 1.54 [95% CI 0.99-2.39], P = .054). There was no significant difference in lipid panel testing, depression screenings, or influenza immunizations.
    UNASSIGNED: Our results show that integrated medical practices have a higher adherence to diabetes practice guidelines than non-integrated practices. However, rates of services provided regardless of ownership were low.
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  • 文章类型: Journal Article
    背景:只有接受并解决数字化过程所揭示的概念挑战,数字化过程的潜在好处才能得到充分实现。除了互操作性等技术问题。如果相关疾病的定义嵌入了先于个体患者的偏好,那么“可计算的”临床指南是否与个性化护理兼容?
    方法:作为一个案例研究,我们调查了血糖管理指南中糖尿病的定义。
    结果:其定义的主要组成部分-HbA1c≥6.5%-嵌入了2009年国际专家委员会的共识偏好判断。
    结论:这一诊断糖尿病的偏好敏感阈值随后在许多与血糖管理有关的指南中得到认可。尽管有迹象表明对其含义的认识和关注。
    结论:那些寻求通过使指南“可计算”实现数字化的指南的人需要承认并解决他们内在的偏好敏感性问题——如果他们希望进一步照顾患者的偏好。
    BACKGROUND: The potential benefits from digitalisation processes will only be fully realised if the conceptual challenges they uncover are accepted and addressed, alongside the technical ones such as interoperability. Will \'computable\' clinical guidelines be compatible with personalised care if the definition of the relevant disease embeds preferences that pre-empt those of the individual patient?
    METHODS: As a case study we investigated the definition of diabetes in glycaemic management guidelines.
    RESULTS: The dominant component of its definition - HbA1c ≥6.5% - embeds the consensus preference judgement of a 2009 International Expert Committee.
    CONCLUSIONS: This preference-sensitive threshold for the diagnosis of diabetes has subsequently been endorsed in many guidelines relating to glycaemic management, though there are signs of awareness and concern with its implications.
    CONCLUSIONS: Those seeking to digitalise guidelines by making them \'computable\' need to acknowledge and address their inbuilt preference-sensitivity - if they wish to further care that respects patient\'s preferences.
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  • 文章类型: Journal Article
    目标:鉴于马来西亚缺乏糖尿病护理绩效数据,我们进行了横断面研究,以了解临床特征,控制心脏代谢危险因素,以及在2型糖尿病(T2D)患者中使用指南指导的药物治疗(GDMT)的模式,他们在2021年12月至2022年6月期间由公立医院管理。
    方法:大吉隆坡地区八家公立医院的年龄≥18岁的T2D患者,在前一年内,无论治疗方案如何,门诊量均≥2次,有资格。主要结果是达到≥2治疗目标(定义为HbA1c<7.0%,血压[BP]<130/80mmHg,或低密度脂蛋白胆固醇[LDL-C]<1.8mmol/L)。次要结果是个体治疗目标,所有三个治疗目标的组合,和GDMT使用模式。为了评估研究结果的潜在异质性,根据预设的基线特征对所有结局进行分层,即1)动脉粥样硬化性心血管疾病病史(ASCVD;是/否)和2)临床类型(糖尿病专科与普通医学).
    结果:在5094名患者中(平均±SD年龄59.0±13.2岁;T2D持续时间14.8±9.2年;HbA1c8.2±1.9%(66±21mmol/mol);BMI29.6±6.2kg/m2;男性占45.6%),99%的人处于高/非常高的心肾风险。达到≥2个治疗目标的比例为18%,普通医学高于糖尿病专科诊所(20.8%对17.5%;p=0.039)。他汀类药物的总覆盖率为90%。先前有ASCVD的患者LDL-C<1.4mmol/L的患者多于没有ASCVD的患者(13.5%对8.4%;p<0.001)。使用钠-葡萄糖协同转运蛋白-2(SGLT2)抑制剂(13.2%对43.2%),胰高血糖素样肽-1受体激动剂(GLP1-RAs)(1.0%对6.2%),与糖尿病专科诊所相比,普通医学中的胰岛素(27.7%对58.1%)较低。
    结论:在T2D高危患者中,治疗目标的实现和GDMT的使用均次优。
    OBJECTIVE: Given a lack of data on diabetes care performance in Malaysia, we conducted a cross-sectional study to understand the clinical characteristics, control of cardiometabolic risk factors, and patterns of use of guideline-directed medical therapy (GDMT) among patients with type 2 diabetes (T2D), who were managed at publicly-funded hospitals between December 2021 and June 2022.
    METHODS: Patients aged ≥18 years with T2D from eight publicly-funded hospitals in the Greater Kuala Lumpur region, who had ≥2 outpatient visits within the preceding year and irrespective of treatment regimen, were eligible. The primary outcome was ≥2 treatment target attainment (defined as either HbA1c <7.0%, blood pressure [BP] <130/80 mmHg, or low-density lipoprotein cholesterol [LDL-C] <1.8 mmol/L). The secondary outcomes were the individual treatment target, a combination of all three treatment targets, and patterns of GDMT use. To assess for potential heterogeneity of study findings, all outcomes were stratified according to prespecified baseline characteristics namely 1) history of atherosclerotic cardiovascular disease (ASCVD; yes/no) and 2) clinic type (Diabetes specialist versus General medicine).
    RESULTS: Among 5094 patients (mean±SD age 59.0±13.2 years; T2D duration 14.8±9.2 years; HbA1c 8.2±1.9% (66±21 mmol/mol); BMI 29.6±6.2 kg/m2; 45.6% men), 99% were at high/very high cardiorenal risk. Attainment of ≥2 treatment targets was at 18%, being higher in General medicine than in Diabetes specialist clinics (20.8% versus 17.5%; p = 0.039). The overall statin coverage was 90%. More patients with prior ASCVD attained LDL-C <1.4 mmol/L than those without (13.5% versus 8.4%; p<0.001). Use of sodium-glucose cotransporter-2 (SGLT2) inhibitors (13.2% versus 43.2%), glucagon-like peptide-1 receptor agonists (GLP1-RAs) (1.0% versus 6.2%), and insulin (27.7% versus 58.1%) were lower in General medicine than in Diabetes specialist clinics.
    CONCLUSIONS: Among high-risk patients with T2D, treatment target attainment and use of GDMT were suboptimal.
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  • 文章类型: English Abstract
    According to the \"Federal Law on the Fundamentals of Protection of the Public Health\", medical care for patients should be provided in accordance with National Russian guidelines for the relevant nosology, which are based on the principles of evidence-based medicine. The article presents an analysis of the compliance with the completeness of implementation of National Russian guidelines in the treatment of patients with type 2 diabetes mellitus (DM 2) in real clinical practice. The analysis of the actual state of management of DM 2 patients was carried out from the Federal Register of diabetes as of 01.01.2023. Incomplete compliance with the guidelines on the frequency of measuring glycated hemoglobin, the rate of intensification of hypoglycemic therapy, and the appointment of new classes of hypoglycemic drugs was established. Possible reasons for the identified discrepancies between real practice and guidelines requirements are discussed, as well as possible measures to overcome these discrepancies.
    Согласно Федеральному закону №323-ФЗ «Об основах охраны здоровья граждан в Российской Федерации» медицинская помощь пациентам должна быть оказана в соответствии с клиническими рекомендациями (КР) по соответствующей нозологии, которые основываются на принципах доказательной медицины. В данной статье представлен анализ соответствия полноты выполнения КР по лечению больных сахарным диабетом (СД) 2-го типа, утвержденных Минздравом России, в реальной клинической практике. Анализ фактического состояния ведения пациентов с СД 2-го типа проведен на основе данных Федерального регистра больных СД на 01.01.2023. Установлено неполное соответствие выполнения КР в частоте измерений гликированного гемоглобина, скорости интенсификации терапии, доли назначений современных классов сахароснижающих препаратов. Обсуждаются возможные причины выявленных расхождений реальной практики с требованиями КР, а также возможные меры по преодолению этих расхождений.
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  • 文章类型: Journal Article
    目的:本研究旨在评估糖尿病控制和测试指南的依从性,在豪登省的医疗机构,南非,以及与实现控制的时间相关的因素。南非估计2型糖尿病患者的护理总需求为80%。
    对511781例患者的数据进行纵向评估。结果按年份报告,年龄类别,种族,性别,设施和测试类型。HbA1C≤7%报告为正常,>7-≤9%为控制不良,>9%为控制非常差。卡方检验用于评估首次HbA1C状态与上述变量之间的关联。Kaplan-Meier分析用于评估那些开始失控的HbA1C中达到控制的概率。扩展的Cox回归模型评估了从治疗开始之日起达到HbA1C控制的时间与几个协变量之间的关联。我们报告了危险比,95%置信区间和p值。报告了511781名患者的数据,其中705597名实验室结果。控制不佳的患者占51.5%,29.6%被列为非常差的控制。大多数控制不佳的患者在整个研究期间只有一次测试。在那些开始时控制状态不佳并进行了至少两次随访测量的人中,在男性(校正后的危险比(aHR)=1.16;95%CI:1.12-1.20;p<0.001)和在医院就诊的患者(aHR=1.99;95%CI:1.92-2.06;p<0.001)中,患者获得良好控制的可能性较高.
    结论:本研究强调糖尿病监测指南的依从性差。
    This study aimed at evaluating diabetic control and compliance with testing guidelines, across healthcare facilities of Gauteng Province, South Africa, as well as factors associated with time to achieve control. South Africa\'s estimated total unmet need for care for patients with type 2 diabetes mellitus is 80%.
    The data of 511 781 patients were longitudinally evaluated. Results were reported by year, age category, race, sex, facility and test types. HbA1C of ≤7% was reported as normal, >7 - ≤9% as poor control and >9% as very poor control. The chi-squared test was used to assess the association between a first-ever HbA1C status and variables listed above. The Kaplan-Meier analysis was used to assess probability of attaining control among those who started with out-of-control HbA1C. The extended Cox regression model assessed the association between time to attaining HbA1C control from date of treatment initiation and several covariates. We reported hazard ratios, 95% confidence intervals and p-values. Data is reported for 511 781 patients with 705 597 laboratory results. Poorly controlled patients constituted 51.5%, with 29.6% classified as very poor control. Most poorly controlled patients had only one test over the entire study period. Amongst those who started with poor control status and had at least two follow-up measurements, the likelihood of achieving good control was higher in males (adjusted Hazard Ratio (aHR) = 1.16; 95% CI:1.12-1.20; p<0.001) and in those attending care at hospitals (aHR = 1.99; 95% CI:1.92-2.06; p<0.001).
    This study highlights poor adherence to guidelines for diabetes monitoring.
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  • 文章类型: Journal Article
    背景:许多实验室检查用于糖尿病患者的诊断和治疗。支持使用这些测定法的科学证据的质量变化很大。专家委员会为糖尿病患者的实验室分析编制了基于证据的建议。评估了证据的总体质量和建议的强度。特邀审核员对协商一致建议草案进行了评估,并提出征求公众意见。作者认为适当时纳入了建议(见指南完整版中的致谢)。该指南由美国临床化学协会的循证实验室医学委员会和董事会以及美国糖尿病协会的专业实践委员会进行了审查。
    背景:可以通过证明静脉血浆中葡萄糖浓度增加或血液中血红蛋白A1c(HbA1c)增加来诊断糖尿病。通过患者用仪表和/或连续间质葡萄糖监测设备测量自己的血糖以及通过HbA1c的实验室分析来监测血糖控制。无创葡萄糖监测的潜在作用;基因检测;和酮的测量,自身抗体,尿白蛋白,胰岛素,胰岛素原,和C-肽被寻址。
    结论:本指南根据已发表的数据或根据专家共识提供具体建议。目前发现几种分析物具有最小的临床价值,并且不建议测量它们。
    Numerous laboratory tests are used in the diagnosis and management of patients with diabetes mellitus. The quality of the scientific evidence supporting the use of these assays varies substantially. An expert committee compiled evidence-based recommendations for laboratory analysis in patients with diabetes. The overall quality of the evidence and the strength of the recommendations were evaluated. The draft consensus recommendations were evaluated by invited reviewers and presented for public comment. Suggestions were incorporated as deemed appropriate by the authors (see Acknowledgments in the full version of the guideline). The guidelines were reviewed by the Evidence Based Laboratory Medicine Committee and the Board of Directors of the American Association of Clinical Chemistry and by the Professional Practice Committee of the American Diabetes Association.
    Diabetes can be diagnosed by demonstrating increased concentrations of glucose in venous plasma or increased hemoglobin A1c (Hb A1c) in the blood. Glycemic control is monitored by the patients measuring their own blood glucose with meters and/or with continuous interstitial glucose monitoring devices and also by laboratory analysis of Hb A1c. The potential roles of noninvasive glucose monitoring; genetic testing; and measurement of ketones, autoantibodies, urine albumin, insulin, proinsulin, and C-peptide are addressed.
    The guidelines provide specific recommendations based on published data or derived from expert consensus. Several analytes are found to have minimal clinical value at the present time, and measurement of them is not recommended.
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  • 文章类型: Journal Article
    背景:许多实验室检查被用于糖尿病的诊断和治疗。支持使用这些测定法的科学证据的质量变化很大。
    方法:专家委员会为筛查中的实验室分析编制了基于证据的建议,诊断,或监测糖尿病。评估了证据的总体质量和建议的强度。特邀审核员对协商一致建议草案进行了评估,并提出征求公众意见。作者认为适当时纳入了建议(见致谢)。该指南由美国临床化学协会的循证实验室医学委员会和董事会以及美国糖尿病协会的专业实践委员会进行了审查。
    背景:可以通过证明静脉血浆中葡萄糖浓度增加或血液中血红蛋白A1c(HbA1c)增加来诊断糖尿病。糖尿病患者使用仪表和/或连续间质葡萄糖监测(CGM)设备测量自己的血糖,并通过HbA1c的实验室分析来监测血糖控制。无创血糖监测的潜在作用,基因检测,和酮的测量,自身抗体,尿白蛋白,胰岛素,胰岛素原,和C-肽被寻址。
    结论:本指南根据已发表的数据或根据专家共识提供具体建议。目前发现几种分析物具有最小的临床价值,并且不建议测量它们。
    Numerous laboratory tests are used in the diagnosis and management of diabetes mellitus. The quality of the scientific evidence supporting the use of these assays varies substantially.
    An expert committee compiled evidence-based recommendations for laboratory analysis in screening, diagnosis, or monitoring of diabetes. The overall quality of the evidence and the strength of the recommendations were evaluated. The draft consensus recommendations were evaluated by invited reviewers and presented for public comment. Suggestions were incorporated as deemed appropriate by the authors (see Acknowledgments). The guidelines were reviewed by the Evidence Based Laboratory Medicine Committee and the Board of Directors of the American Association of Clinical Chemistry and by the Professional Practice Committee of the American Diabetes Association.
    Diabetes can be diagnosed by demonstrating increased concentrations of glucose in venous plasma or increased hemoglobin A1c (Hb A1c) in the blood. Glycemic control is monitored by the people with diabetes measuring their own blood glucose with meters and/or with continuous interstitial glucose monitoring (CGM) devices and also by laboratory analysis of Hb A1c. The potential roles of noninvasive glucose monitoring, genetic testing, and measurement of ketones, autoantibodies, urine albumin, insulin, proinsulin, and C-peptide are addressed.
    The guidelines provide specific recommendations based on published data or derived from expert consensus. Several analytes are found to have minimal clinical value at the present time, and measurement of them is not recommended.
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