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Optimized multiparametric approach for early detection of kidney disease in diabetic patients 用于早期检测糖尿病患者肾脏疾病的优化多参数方法
IF 0.9 4区 医学 Q4 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-09-05 DOI: 10.1007/s13410-024-01394-6
Carina P. A. Alofa, Patrice H. Avogbe, Espérance F. E. Kougnimon, Marcos A. D. F. Migan, Riel A. N. Amoussou, Antoine Fandohan, Julien A. G. Segbo, Casimir D. Akpovi

Background

Diabetic Kidney Disease (DKD) is a serious complication of diabetes. Identifying high-risk DKD patients can lead to better clinical outcomes.

Objective

This study aimed to investigate the relevance of three potential predictive markers for DKD: Kidney Injury Molecule-1 (KIM-1), Tumor Necrosis Factor Receptor 1 (TNFR1), and urinary albumin-to-creatinine ratio (ACR).

Methods

We recruited 120 participants, including 30 individuals with type 2 diabetes (T2D) but no renal complications, 30 with DKD, and 60 healthy controls. Blood and urine analyses were performed to assess lipid and liver parameters, ACR, and estimated glomerular filtration rate (eGFR). Plasma levels of KIM-1 and TNFR1 were measured using the sandwich ELISA method.

Results

The results demonstrated that KIM-1 (p = 0.008) and TNFR1 (= 0.006) levels were significantly higher in individuals with T2D compared to the controls and even more elevated in those with DKD (p = 0.003 and p = 0.000, respectively). KIM-1 (p = 0.000) and TNFR1 (p = 0.001) levels were significantly elevated in individuals with T2D without elevated albuminuria compared to control. KIM-1 and TNFR1 exhibited correlations with ACR (r = 0.400; p = 0.002 and r = 0.607; p = 0.000, respectively) and eGFR (r = -0.425; p = 0.001 and r = -0.661; p = 0.000, respectively). The ROC curve analysis revealed an area under the curve (AUC) of 0.91 for TNFR1, 0.76 for KIM-1, and 0.95 for ACR. However, the ACR, KIM-1, and TNFR1 combination showed the best predictive performance with an AUC of 0.98.

Conclusion

Plasma levels of KIM-1 and TNFR1 are promising biomarkers for predicting kidney disease in individuals with diabetes, and their combination with ACR improves the overall diagnostic accuracy.

背景糖尿病肾病(DKD)是糖尿病的一种严重并发症。本研究旨在探讨肾损伤分子-1(KIM-1)、肿瘤坏死因子受体1(TNFR1)和尿白蛋白与肌酐比值(ACR)这三种潜在的 DKD 预测标志物的相关性。方法我们招募了 120 名参与者,其中包括 30 名患有 2 型糖尿病(T2D)但无肾脏并发症的患者、30 名 DKD 患者和 60 名健康对照者。对血液和尿液进行分析,以评估血脂和肝脏参数、ACR和估计肾小球滤过率(eGFR)。结果表明,与对照组相比,T2D 患者的 KIM-1 (p = 0.008)和 TNFR1 (p = 0.006)水平明显升高,而 DKD 患者的升高幅度更大(分别为 p = 0.003 和 p = 0.000)。与对照组相比,没有白蛋白尿升高的 T2D 患者的 KIM-1(p = 0.000)和 TNFR1(p = 0.001)水平明显升高。KIM-1 和 TNFR1 分别与 ACR(r = 0.400;p = 0.002 和 r = 0.607;p = 0.000)和 eGFR(r = -0.425;p = 0.001 和 r = -0.661;p = 0.000)相关。ROC曲线分析显示,TNFR1的曲线下面积(AUC)为0.91,KIM-1为0.76,ACR为0.95。结论 血浆中 KIM-1 和 TNFR1 的水平是预测糖尿病患者肾脏疾病的有前途的生物标志物,它们与 ACR 的结合提高了整体诊断的准确性。
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引用次数: 0
Assessment of Quality of Life in Urban Indian Population with Diabetes Mellitus and Hypertension 印度城市糖尿病和高血压患者的生活质量评估
IF 0.9 4区 医学 Q4 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-09-04 DOI: 10.1007/s13410-024-01388-4
V. Senthilkumar, V. P. Maheshkumar, S. K. Senthilkumar

Objective

Diabetes mellitus and hypertension have a high prevalence of non-communicable diseases threatening the world. In such a case, the quality of life of these patients is of utmost importance. Quality of life was assessed from both diabetes mellitus and hypertensive patients located in the urban population of India with MINICHAL and WHOQOL-BREF Instruments.

Methods

The study was conducted about the quality of life for 20 months in a Private Hospital, Tiruvannamalai, with 445 outpatients suffering from both diabetes mellitus and hypertension. All patients were interviewed using a self-designed questionnaire to assess their quality of life using a MINICHAL scale and a WHOQOL-BREF scale.

Results

In our study, the WHOQOL-BREF scale shows an average quality of life, whereas the MINICHAL scale shows a good quality of life. The correlation between both scales shows a significant positive correlation in all the domains. Diabetes mellitus and hypertension deteriorate the quality of life.

Conclusion

The motivation by the healthcare professional will provide a better quality of life and make them adhere to their medication and lifestyle modifications of the patients. Therefore, self-care is needed to manage and prevent diabetes mellitus and hypertension complications.

目标糖尿病和高血压是威胁全球的非传染性疾病,发病率很高。在这种情况下,这些患者的生活质量至关重要。本研究使用 MINICHAL 和 WHOQOL-BREF 工具对印度城市人口中的糖尿病和高血压患者的生活质量进行了评估。方法 本研究在蒂鲁凡纳马莱的一家私立医院进行,为期 20 个月,共调查了 445 名糖尿病和高血压门诊患者的生活质量。所有患者都接受了自行设计的问卷调查,并使用 MINICHAL 量表和 WHOQOL-BREF 量表评估了他们的生活质量。结果 在我们的研究中,WHOQOL-BREF 量表显示生活质量一般,而 MINICHAL 量表显示生活质量良好。两个量表之间的相关性在所有领域都显示出显著的正相关。糖尿病和高血压会降低生活质量。因此,需要自我保健来控制和预防糖尿病和高血压并发症。
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引用次数: 0
Being a parent to a child with diabetes: systematic review of qualitative evidence from Asia 作为糖尿病患儿的父母:对亚洲定性证据的系统回顾
IF 0.9 4区 医学 Q4 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-09-02 DOI: 10.1007/s13410-024-01391-9
Karishma Godara, Simran Dhankar, Nisha Phakey

Objective

Parenting a child with diabetes can be extremely challenging, impacting the parent’s mental health and life trajectory, which can impact the child’s health outcomes as well. Sociocultural background can further impact this experience, yet research in the Asian context is scarce. We aimed to synthesize the qualitative evidence exploring the experience of parents with children with type 1 diabetes mellitus (T1DM) in Asian countries.

Methods

A systematic review was conducted using PubMed and Scopus databases. Studies were included which followed a qualitative paradigm, were conducted in Asian countries on parents of children with type 1 diabetes mellitus (T1DM) below the age of 18 years.

Results

The sample (n = 124 parents, age range = 21–54 years) was predominantly mothers, i.e., 93%. The common themes were navigating the diagnosis, psychological distress, financial strain, systemic healthcare challenges, the role of gender, stigma, and the coping strategies employed by the parents. Mothers predominantly assumed primary caregiving roles, often facing significant emotional and practical burdens in the short and long run.

Conclusion

Despite the scant research, the synthesis clearly outlines the profound challenges parents face and calls for culturally sensitive support systems to alleviate caregiver burden and improve outcomes for children with T1DM. Further research is needed with stronger theoretical frameworks and the South Asian population and countries require attention.

目标养育糖尿病患儿是一项极具挑战性的工作,会影响父母的心理健康和生活轨迹,从而也会影响患儿的健康状况。社会文化背景会进一步影响这种经历,但针对亚洲背景的研究却很少。我们的目的是综合探讨亚洲国家 1 型糖尿病(T1DM)患儿父母经历的定性证据。方法:我们使用 PubMed 和 Scopus 数据库进行了系统性综述。结果样本(n = 124 名家长,年龄范围 = 21-54岁)主要是母亲,占 93%。共同的主题是如何应对诊断、心理压力、经济压力、系统性医疗挑战、性别角色、耻辱感以及父母采取的应对策略。尽管研究很少,但综述清楚地概述了父母面临的深刻挑战,并呼吁建立对文化敏感的支持系统,以减轻照顾者的负担并改善 T1DM 患儿的治疗效果。进一步的研究需要更强的理论框架,南亚人口和国家也需要关注。
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引用次数: 0
“Learning to live with diabetes” what are individuals’ experiences of being active in diabetes self-management? qualitative study "学会与糖尿病共存",个人积极参与糖尿病自我管理的经验是什么?
IF 0.9 4区 医学 Q4 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-08-27 DOI: 10.1007/s13410-024-01390-w
Gülsüm Yıldız, Dilek Büyükkaya Besen, Merve Dervişoğlu

Background

An essential component of effective self-management of diabetes is an active patient. Various interventions to increase patient activation are available in the literature. Benefiting from the experiences of patients with different activation levels in increasing activation will help in planning patient-specific interventions.

Objective

This qualitative study was conducted to investigate the experiences of individuals with diabetes regarding activation in diabetes self-management.

Methods

This study was conducted in a descriptive phenomenological type. Individuals with diabetes with low activation level and high activation level were included in the study. A semi-structured standardized questionnaire prepared by the researcher using the literature was used to collect data.

Results

In the study, the experiences of individuals with diabetes regarding activation were determined as five main themes: the meaning of being active in diabetes management, perceptions of obstacles to being active in diabetes management, facilitators of being active in diabetes management, expectations about being active in diabetes management, and suggestions for being active in diabetes management.

Conclusion

As a result of our study, experiences were obtained that will guide diabetic individuals and healthcare professionals in increasing the activation of individuals with diabetes.

背景有效的糖尿病自我管理的一个重要组成部分是积极的患者。文献中有各种提高患者积极性的干预措施。本定性研究旨在调查糖尿病患者在糖尿病自我管理中的激活经验。研究对象包括低激活水平和高激活水平的糖尿病患者。结果在研究中,糖尿病患者关于激活的经验被确定为五大主题:积极参与糖尿病管理的意义、对积极参与糖尿病管理的障碍的看法、积极参与糖尿病管理的促进因素、对积极参与糖尿病管理的期望以及对积极参与糖尿病管理的建议。
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引用次数: 0
Diabetes, frailty and burden of comorbidities among older Malaysians with stroke 马来西亚老年中风患者的糖尿病、体弱和合并症负担
IF 0.9 4区 医学 Q4 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-08-26 DOI: 10.1007/s13410-024-01389-3
W. J. Wong, K. M. Tan, C. Harrison, C. C. Ng, W. C. Lim, T. N. Nguyen

Background

Stroke is a global health challenge. The increasing prevalence of diabetes and the ageing population further add to the complexities of stroke care.

Objective

This study aims to (1) describe the prevalence of diabetes in older patients with stroke and (2) compare the burden of comorbidities among patients with diabetes and frailty compared to those without these conditions.

Methods

This was a cross-sectional study in older patients aged ≥ 65 years with stroke. Comorbidities were assessed using the Charlson Comorbidity Index (CCI). Frailty assessments were done using the Clinical Frailty Scale. Participants were classified into four groups: Group 1, frail and diabetic; Group 2, non-frail and diabetic; Group 3, frail and non-diabetic; and Group 4, non-frail and non-diabetic.

Results

There were 384 participants (mean age 81.11 ± 6.37). Diabetes was present in 45.1%. The mean CCI was highest for the frail and diabetic group (6.97 ± 1.97), followed by non-frail and diabetic (6.00 ± 2.02), frail and non-diabetic (5.49 ± 1.79) and non-frail and non-diabetic (4.74 ± 1.68), p < 0.001. The non-frail and diabetic group had a significantly higher prevalence of hypertension (96.9%) and ischaemic heart disease (34.4%) compared to the other three groups.

Conclusions

There was a high prevalence of diabetes among older patients with stroke. While the frail and diabetic group had the highest overall burden of comorbidities, the non-frail and diabetic group had the most significant cardiovascular disease burden. These findings highlight the urgent need for integrated and personalized management approaches to enhance the overall well-being and quality of life for older stroke survivors with diabetes.

背景中风是一项全球性的健康挑战。本研究旨在(1)描述糖尿病在老年脑卒中患者中的患病率;(2)比较糖尿病和体弱患者与非糖尿病和体弱患者的合并症负担。方法这是一项横断面研究,对象是年龄≥ 65 岁的老年脑卒中患者。合并症使用夏尔森合并症指数(CCI)进行评估。虚弱程度评估采用临床虚弱程度量表(Clinical Frailty Scale)。参与者被分为四组:结果共有 384 名参与者(平均年龄为 81.11±6.37 岁)。45.1%的参与者患有糖尿病。体弱和糖尿病组的平均 CCI 最高(6.97 ± 1.97),其次是非体弱和糖尿病组(6.00 ± 2.02)、体弱和非糖尿病组(5.49 ± 1.79)和非体弱和非糖尿病组(4.74 ± 1.68),P < 0.001。与其他三组相比,非体弱和糖尿病组的高血压(96.9%)和缺血性心脏病(34.4%)患病率明显更高。虽然体弱和糖尿病组的总体合并症负担最高,但非体弱和糖尿病组的心血管疾病负担最重。这些研究结果突出表明,迫切需要综合的个性化管理方法来提高老年中风患者的整体健康水平和生活质量。
{"title":"Diabetes, frailty and burden of comorbidities among older Malaysians with stroke","authors":"W. J. Wong, K. M. Tan, C. Harrison, C. C. Ng, W. C. Lim, T. N. Nguyen","doi":"10.1007/s13410-024-01389-3","DOIUrl":"https://doi.org/10.1007/s13410-024-01389-3","url":null,"abstract":"<h3 data-test=\"abstract-sub-heading\">Background</h3><p>Stroke is a global health challenge. The increasing prevalence of diabetes and the ageing population further add to the complexities of stroke care.</p><h3 data-test=\"abstract-sub-heading\">Objective</h3><p>This study aims to (1) describe the prevalence of diabetes in older patients with stroke and (2) compare the burden of comorbidities among patients with diabetes and frailty compared to those without these conditions. </p><h3 data-test=\"abstract-sub-heading\">Methods</h3><p>This was a cross-sectional study in older patients aged ≥ 65 years with stroke. Comorbidities were assessed using the Charlson Comorbidity Index (CCI). Frailty assessments were done using the Clinical Frailty Scale. Participants were classified into four groups: Group 1, frail and diabetic; Group 2, non-frail and diabetic; Group 3, frail and non-diabetic; and Group 4, non-frail and non-diabetic.</p><h3 data-test=\"abstract-sub-heading\">Results</h3><p>There were 384 participants (mean age 81.11 ± 6.37). Diabetes was present in 45.1%. The mean CCI was highest for the frail and diabetic group (6.97 ± 1.97), followed by non-frail and diabetic (6.00 ± 2.02), frail and non-diabetic (5.49 ± 1.79) and non-frail and non-diabetic (4.74 ± 1.68), <i>p</i> &lt; 0.001. The non-frail and diabetic group had a significantly higher prevalence of hypertension (96.9%) and ischaemic heart disease (34.4%) compared to the other three groups.</p><h3 data-test=\"abstract-sub-heading\">Conclusions</h3><p>There was a high prevalence of diabetes among older patients with stroke. While the frail and diabetic group had the highest overall burden of comorbidities, the non-frail and diabetic group had the most significant cardiovascular disease burden. These findings highlight the urgent need for integrated and personalized management approaches to enhance the overall well-being and quality of life for older stroke survivors with diabetes.</p>","PeriodicalId":50328,"journal":{"name":"International Journal of Diabetes in Developing Countries","volume":"75 1","pages":""},"PeriodicalIF":0.9,"publicationDate":"2024-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142176314","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development and evaluation of a low-literacy scale for estimating insulin correction dose for hyperglycemia among children with type 1 diabetes 开发和评估用于估算 1 型糖尿病儿童高血糖胰岛素校正剂量的低识字量表
IF 0.9 4区 医学 Q4 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-08-20 DOI: 10.1007/s13410-024-01387-5
Latika Rohilla, Devi Dayal, Prahbhjot Malhi, Bhavneet Bharti

Objective 

Low-literacy parents of children with type 1 diabetes (T1D) often fail to estimate insulin correction dose (ICD) for hyperglycemia, causing poor diabetes control. A tool to estimate ICD for hyperglycemia, which requires singling out glucometer readings digit-wise, was developed and evaluated.

Methods

In this prospective trial, illiterate parent dyads of children with T1D were identified among all children admitted during January-March, 2022. They were sufficiently trained to use a “finger chart” for ICD determination for hyperglycemia. The “finger chart” requires singling out the glucometer readings digit-wise and then moving across the rows and columns to reach the needed ICD. Glycemic control was compared among participants using finger chart and the rest of the families at 3 and 6 months from baseline.

Results

Twelve parent-dyads (28%) used finger chart (IG), and the rest 31 (72%) determined the ICD themselves (CG). More families in the IG lived in rural habitats (83.3% vs 58.1%) and had lower socio-economic status and maternal education (p 0.003, p < 0.001, respectively). The body mass index, HbA1C, and frequency of low and high BGs were similar between the two groups at 3 months (p 0.71, 0.41, 0.78, 0.55, respectively) and 6 months (p 0.17, 0.69, 0.89, 0.30, respectively). Total daily insulin dose was higher in the IG at 3 months (p 0.003) but was comparable at 6 months (p 0.23).

Conclusion

This low-literacy tool can effectively help parents with low literacy in determining the ICD among children with T1D. This tool can be used in other low-literacy settings for ICD determination by suitable translation in local languages.

Trial registration

Prior ethical approval was obtained from the Institute Ethics Committee, Post Graduate Institute of Medical Education and Research (PGIMER) (INT/IEC/2021/SPL-252 dated 13 February, 2021). The trial was registered with the Clinical Trials Registry of India. Registration number: CTRI/2021/04/032739, Registered on 12 April, 2021, http://ctri.nic.in/Clinicaltrials/showallp.php?mid1=52647&EncHid=&userName=Type%201%20diabetes.

目的 1 型糖尿病(T1D)患儿的低文化程度父母往往无法估算高血糖时的胰岛素校正剂量(ICD),导致糖尿病控制不佳。方法在这项前瞻性试验中,从 2022 年 1 月至 3 月期间收治的所有 T1D 患儿中筛选出文盲患儿父母。他们接受了充分的培训,以使用 "手指图表 "来确定 ICD 是否为高血糖。使用 "手指图表 "需要将血糖仪读数按数字顺序排列,然后在行和列之间移动,以获得所需的 ICD。从基线开始 3 个月和 6 个月时,对使用手指图表的参与者和其他家庭的血糖控制情况进行了比较。结果12 个家长小组(28%)使用了手指图表(IG),其余 31 个家庭(72%)自己确定了 ICD(CG)。IG中更多的家庭居住在农村(83.3%对58.1%),社会经济地位和母亲受教育程度较低(分别为P 0.003和P < 0.001)。在 3 个月(p 分别为 0.71、0.41、0.78、0.55)和 6 个月(p 分别为 0.17、0.69、0.89、0.30)时,两组的体重指数、HbA1C 以及低血糖和高血糖频率相似。在 3 个月时,IG 的每日胰岛素总剂量较高(P 0.003),但在 6 个月时,IG 的每日胰岛素总剂量与 IG 相当(P 0.23)。试验注册事先获得了研究生医学教育与研究学院(PGIMER)学院伦理委员会的伦理批准(2021 年 2 月 13 日 INT/IEC/2021/SPL-252)。该试验已在印度临床试验注册处注册。注册号CTRI/2021/04/032739,注册日期为 2021 年 4 月 12 日,http://ctri.nic.in/Clinicaltrials/showallp.php?mid1=52647&EncHid=&userName=Type%201%20diabetes。
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引用次数: 0
Comparison of SARC-F and Ishii score in screening for sarcopenia in older adults with type 2 diabetes mellitus: which screening tool should we use? 比较 SARC-F 和 Ishii 评分在筛查 2 型糖尿病老年人肌肉疏松症中的应用:我们应该使用哪种筛查工具?
IF 0.9 4区 医学 Q4 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-08-15 DOI: 10.1007/s13410-024-01385-7
Yavuz Sultan Selim Akgul, Burcu Eren Cengiz, Gulsah Gunes Sahin, Derya Kocaslan, Neziha Ozlem Deveci, Sibel Akin

Background

Sarcopenia is common in older adults, and type 2 diabetes mellitus (DM), highly prevalent in older adults, is a risk factor for sarcopenia. Early detection of sarcopenia is vital for the implementation of preventive and therapeutic measures.

Objective

We aimed to compare the SARC-F questionnaire and Ishii score screening methods for sarcopenia in patients with type 2 DM.

Methods

This cross-sectional study was conducted on 462 older adults with diabetes aged ≥ 60. Muscle mass and strength were assessed using the BIA device and handgrip dynamometer. Sarcopenia was defined in line with the European Sarcopenia Working Group 2 (EWGSOP2). The SARC-F questionnaire and Ishii score in screening for sarcopenia were compared.

Results

The median age was 72 (67–76) for males and 68 (65–74) for females. The prevalence of sarcopenia based on the Ishii score, SARC-F, and EWGSOP2 was 28.4%, 40.9%, and 61.9%, respectively. The sensitivities of Ishii score and SARC-F in screening for sarcopenia were 84% and 47%, respectively. The Ishii score and SARCF specificities were 67% and 69%, respectively. PPV and NPV for the Ishii score were 79% and 45%, respectively. The PPV and NPV for the SARC-F were 71% and 55%, respectively. The AUC values of the Ishii score and SARC-F were 0.790 and 0.598, respectively.

Conclusion

The Ishii score can be used in daily practice to screen for sarcopenia in older adults with type 2 DM.

背景肌肉疏松症在老年人中很常见,而在老年人中发病率很高的 2 型糖尿病(DM)是导致肌肉疏松症的一个危险因素。我们旨在比较 SARC-F 问卷和 Ishii 评分筛查 2 型糖尿病患者肌肉疏松症的方法。方法这项横断面研究的对象是 462 名年龄≥ 60 岁的老年糖尿病患者。使用 BIA 设备和手握式测力计评估肌肉质量和力量。肌少症的定义与欧洲肌少症工作组 2 (EWGSOP2) 一致。结果男性的中位年龄为 72(67-76)岁,女性为 68(65-74)岁。根据 Ishii 评分、SARC-F 和 EWGSOP2,肌少症的患病率分别为 28.4%、40.9% 和 61.9%。石井氏评分和 SARC-F 对筛查肌少症的敏感度分别为 84% 和 47%。石井氏评分和 SARC-F 的特异性分别为 67% 和 69%。石井氏评分的 PPV 和 NPV 分别为 79% 和 45%。SARC-F 的 PPV 和 NPV 分别为 71% 和 55%。石井氏评分和 SARC-F 的 AUC 值分别为 0.790 和 0.598。
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引用次数: 0
An eccentric Iter Net–based Improved Intelligent Water Drop (I2WD) feature selection and Discriminated Multi-Instance Classification (DMIC) models for diabetic retinopathy detection 用于糖尿病视网膜病变检测的基于偏心迭代网的改进型智能水滴(I2WD)特征选择和判别多实例分类(DMIC)模型
IF 0.9 4区 医学 Q4 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-08-12 DOI: 10.1007/s13410-024-01377-7
Vinoth Rathinam, Sasireka R, K. Valarmathi

Background

Diabetic retinopathy (DR) is an autoimmune disorder that affects the human eyes, causing lesions on the retina as a consequence of diabetes mellitus. Early identification of DR is crucial for effective vision maintenance and preventing severe vision loss.

Objective

To develop and implement an automated and novel approach for the detection and classification of diabetic retinopathy, addressing the limitations of conventional DR detection systems which include complex disease detection, time-consuming processes, and low training efficiency.

Methods

The proposed work introduces an Improved Intelligent Water Drop (I2WD) optimization algorithm for selecting the most correlated features from the extracted feature set, thereby reducing the complexity of the classifier. For the prediction of DR, the Discriminated Multi-Instance Classification (DMIC) algorithm is employed, known for its higher accuracy and lower rate of incorrect predictions.

Results

The proposed Item Net–based I2WD-DMIC model is tested, validated, and compared using well-known benchmark datasets. The results demonstrate significant improvements in accuracy and efficiency over conventional DR detection methods.

Conclusion

The novel I2WD-DMIC approach offers a robust and efficient solution for diabetic retinopathy detection and classification, overcoming the typical limitations of traditional systems. This method shows promise in enhancing early diagnosis and improving patient outcomes in clinical settings.

背景糖尿病视网膜病变(DR)是一种影响人类眼睛的自身免疫性疾病,糖尿病会导致视网膜病变。目标针对传统糖尿病视网膜病变检测系统的局限性(包括复杂的疾病检测、耗时的过程和较低的训练效率),开发并实施一种用于糖尿病视网膜病变检测和分类的自动化新方法。方法所提出的工作引入了一种改进的智能水滴(I2WD)优化算法,用于从提取的特征集中选择相关性最强的特征,从而降低分类器的复杂性。对于 DR 的预测,采用了判别多实例分类(DMIC)算法,该算法以其较高的准确率和较低的预测错误率而著称。结果使用著名的基准数据集对所提出的基于 Item Net 的 I2WD-DMIC 模型进行了测试、验证和比较。结论新颖的 I2WD-DMIC 方法为糖尿病视网膜病变的检测和分类提供了稳健高效的解决方案,克服了传统系统的典型局限性。这种方法有望在临床环境中加强早期诊断并改善患者预后。
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引用次数: 0
Auxological profile and puberty attainments based on metabolic control in adolescents with type 1 diabetes 基于代谢控制的 1 型糖尿病青少年的辅助检查和青春期发育情况
IF 0.9 4区 医学 Q4 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-08-06 DOI: 10.1007/s13410-024-01384-8
Anvitha Rallapalli, Harvinder Kaur, Jaivinder Yadav

Objective

To study growth trends and pubertal alterations in type 1 diabetes (T1D) children from northwest India.

Methods

A total of 208 children aged 8 to 18 years (boys, 109; girls, 99) diagnosed with T1D were enrolled from the Department’s Pediatric Endocrinology Clinic. Anthropometric and sexual maturation assessment was made in the Growth Laboratory using standardized instruments and scale. Demographic, socioeconomic, and clinical data (disease duration, glycemic control, and insulin details) were noted for each subject.

Results

Among T1D children, mean age at diagnosis was 8.04 ± 2.84 years and mean duration of therapy was 3.72 ± 3.27 years. All patients were on basal bolus regimen, and 77% had elevated insulin requirements. A good metabolic control was found in 24% of T1D children. Height and weight attainments of T1D children being higher at onset, i.e. 8 years, than their normal peers remained lower thereafter, indicating compromised auxological status. 8.2% and 12.4% of T1D children were underweight and short statured respectively. 33.3% of our T1D girls had attained menarche (mean age: 12.71 ± 1.89 years). The average age at which T1D girls entered puberty, i.e. stage B2, was 10.56 ± 1.29 years. Mean age of initiation of puberty in T1D boys (stage-G2) was 10.49 ± 1.65 years. The pubertal onset and progression among our patients was comparable to their normal peers. Notably, T1D children with poor control showed compromised physical growth.

Conclusions

Impaired growth is a notable concern among T1D children; crucial determinant being the duration of disease and level of metabolic control. However, pubertal development in our cohort proceeded without anomalies.

目的 研究印度西北部 1 型糖尿病(T1D)儿童的生长趋势和青春期变化。方法 在该部门的儿科内分泌诊所招募了 208 名被诊断患有 T1D 的 8 至 18 岁儿童(男孩 109 名,女孩 99 名)。生长实验室使用标准化工具和量表对他们进行了人体测量和性成熟评估。结果T1D患儿的平均诊断年龄为(8.04 ± 2.84)岁,平均治疗时间为(3.72 ± 3.27)年。所有患者均采用基础胰岛素治疗,77%的患者胰岛素需求量升高。24%的 T1D 儿童代谢控制良好。T1D 儿童的身高和体重在发病时(即 8 岁时)高于正常儿童,但此后仍低于正常儿童,这表明他们的辅助生理状态受到了影响。分别有 8.2% 和 12.4% 的 T1D 儿童体重不足和身材矮小。33.3% 的 T1D 女童已初潮(平均年龄:12.71 ± 1.89 岁)。T1D女孩进入青春期(即B2阶段)的平均年龄为(10.56 ± 1.29)岁。T1D 男孩进入青春期(G2 阶段)的平均年龄为(10.49±1.65)岁。我们的患者的青春期开始和进展与正常儿童相当。结论生长受损是 T1D 儿童中一个值得关注的问题,其关键因素是病程和代谢控制水平。然而,在我们的队列中,青春期发育没有出现异常。
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引用次数: 0
Safety and efficacy of dapagliflozin in patients with type 2 diabetes mellitus during fasting in the month of Ramadan: an experience from tertiary care hospital 斋月禁食期间达帕格列净对 2 型糖尿病患者的安全性和疗效:来自三级医疗医院的经验
IF 0.9 4区 医学 Q4 ENDOCRINOLOGY & METABOLISM Pub Date : 2024-07-29 DOI: 10.1007/s13410-024-01380-y
Akhtar Ali Baloch, Khalil Ullah Shabir, Zareen Kiran, Nazish Fatima, Syed Muhammad Hasan

Objective

The data regarding the safety and efficacy of dapagliflozin during fasting is lacking especially in Pakistan. So, the current study aimed to explore the safety and efficacy of dapagliflozin in minimizing the episodes of hypoglycemia during fasting and reducing the HbA1c.

Methods

A single-center, prospective observational cohort study was conducted at the National Institute of Diabetes and Endocrinology Department (NIDE), Dow International Medical College (DIMC), from March to June 2022. Diabetic patients who were being treated with stable doses of metformin and dipeptidyl peptidase-4 (DPP-4) inhibitors were included, and then, different doses of dapagliflozin (DAPA) were added in their standard regimen after dividing them into two groups (Group A and B receiving 5 mg and 10 mg of DAPA, respectively).

Results

Most of the study participants were females (63.9%) of which 37.7% had ages ranging from 41 to 50 years, were obese, and had diabetes ≤ 3 years with 24.6% participants having hypertension as comorbidity. Post-intervention analysis of the participants showed a significant decrease in HbA1c and blood pressure levels with the DAPA regimen (p-value = 0.000). Additionally, the efficacy of different doses was also significant (p-value = 0.008); however, the negative odds ratio of 0.929 indicated that increasing the dose would decrease the HbA1c.

Conclusions

It was found that DAPA was safe and effective for the patients as it improves the HbA1c levels, and there were no significant hypoglycemic events. Further, urinary tract infections and diabetic ketoacidosis were also not reported by the patients.

目的有关达帕格列净在禁食期间的安全性和有效性的数据尚缺,尤其是在巴基斯坦。因此,本研究旨在探讨达帕格列净在减少空腹低血糖发作和降低 HbA1c 方面的安全性和有效性。方法 2022 年 3 月至 6 月,陶氏国际医学院(DIMC)国家糖尿病研究所和内分泌科(NIDE)开展了一项单中心、前瞻性观察性队列研究。研究对象包括正在接受稳定剂量二甲双胍和二肽基肽酶-4(DPP-4)抑制剂治疗的糖尿病患者,然后将他们分为两组(A组和B组分别接受5毫克和10毫克DAPA),在其标准治疗方案中加入不同剂量的达帕格列净(DAPA)。结果 大部分研究参与者为女性(63.9%),其中37.7%的参与者年龄在41至50岁之间,肥胖,糖尿病病程≤3年,24.6%的参与者合并高血压。对参与者进行的干预后分析表明,使用 DAPA 方案后,HbA1c 和血压水平显著下降(p 值 = 0.000)。此外,不同剂量的疗效也很显著(p 值 = 0.008);然而,0.929 的负几率表明,增加剂量会降低 HbA1c。此外,患者也未报告尿路感染和糖尿病酮症酸中毒。
{"title":"Safety and efficacy of dapagliflozin in patients with type 2 diabetes mellitus during fasting in the month of Ramadan: an experience from tertiary care hospital","authors":"Akhtar Ali Baloch, Khalil Ullah Shabir, Zareen Kiran, Nazish Fatima, Syed Muhammad Hasan","doi":"10.1007/s13410-024-01380-y","DOIUrl":"https://doi.org/10.1007/s13410-024-01380-y","url":null,"abstract":"<h3 data-test=\"abstract-sub-heading\">Objective</h3><p>The data regarding the safety and efficacy of dapagliflozin during fasting is lacking especially in Pakistan. So, the current study aimed to explore the safety and efficacy of dapagliflozin in minimizing the episodes of hypoglycemia during fasting and reducing the HbA1c.</p><h3 data-test=\"abstract-sub-heading\">Methods</h3><p>A single-center, prospective observational cohort study was conducted at the National Institute of Diabetes and Endocrinology Department (NIDE), Dow International Medical College (DIMC), from March to June 2022. Diabetic patients who were being treated with stable doses of metformin and dipeptidyl peptidase-4 (DPP-4) inhibitors were included, and then, different doses of dapagliflozin (DAPA) were added in their standard regimen after dividing them into two groups (Group A and B receiving 5 mg and 10 mg of DAPA, respectively).</p><h3 data-test=\"abstract-sub-heading\">Results</h3><p>Most of the study participants were females (63.9%) of which 37.7% had ages ranging from 41 to 50 years, were obese, and had diabetes ≤ 3 years with 24.6% participants having hypertension as comorbidity. Post-intervention analysis of the participants showed a significant decrease in HbA1c and blood pressure levels with the DAPA regimen (<i>p</i>-value = 0.000). Additionally, the efficacy of different doses was also significant (<i>p</i>-value = 0.008); however, the negative odds ratio of 0.929 indicated that increasing the dose would decrease the HbA1c.</p><h3 data-test=\"abstract-sub-heading\">Conclusions</h3><p>It was found that DAPA was safe and effective for the patients as it improves the HbA1c levels, and there were no significant hypoglycemic events. Further, urinary tract infections and diabetic ketoacidosis were also not reported by the patients.</p>","PeriodicalId":50328,"journal":{"name":"International Journal of Diabetes in Developing Countries","volume":"72 1","pages":""},"PeriodicalIF":0.9,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141863517","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
International Journal of Diabetes in Developing Countries
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