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Lipid signature changes of women with gestational diabetes mellitus in response to puerperal exclusive breastfeeding. 产褥期纯母乳喂养对妊娠糖尿病妇女血脂特征的影响。
IF 3.2 3区 医学 Pub Date : 2024-11-20 DOI: 10.1111/jdi.14349
Jin He, Xiaoxiao Yin, Tingting Yu, Lu Li, Yan Cui, Chen Jiang, Chengping Qiao, Zhijing Miao, Xianwei Cui, Chenbo Ji

Objective: We here investigated whether lactation during puerperium could help to reverse the diabetogenic effect of gestation and further explored the lipid profiling changes upon breastfeeding.

Methods: Thirty-five women diagnosed with GDM were recruited, and fasting plasma samples were collected at ~6 weeks postpartum. Maternal metabolic parameters were determined, and an untargeted lipidomic analysis was performed. The relationship between underlying lipidomic responses and lactation was explored.

Results: Improved glucose homeostasis and insulin sensitivity were observed in GDM women who adopted breastfeeding during the puerperium. Further lipidomics analysis revealed prominent correlations between lipid constitution changes and breastfeeding in women with GDM. A total of 766 lipid species were identified, 33 of which were found to be significantly altered in response to lactation. Significant associations between dysregulated lipids and maternal metabolic parameters were also shown. Subsequently, we identified a panel of three lipids that were strongly associated with breastfeeding, from which we constructed a predictive model with higher discriminating power.

Conclusions: We generally revealed that lactation during puerperium appears to have favorable effects on diabetogenic risk factors for GDM women. We also discovered that lipidomic changes related to lactation could elucidate the mother's recovery from GDM pregnancy.

目的我们在此研究产褥期哺乳是否有助于逆转妊娠的致糖尿病效应,并进一步探讨母乳喂养时血脂谱的变化:方法: 我们招募了 35 名确诊为 GDM 的产妇,并在产后约 6 周时采集了空腹血浆样本。测定了产妇的代谢参数,并进行了非靶向脂质体分析。研究人员探讨了基本脂质体反应与泌乳之间的关系:结果:在产褥期采用母乳喂养的 GDM 妇女中观察到葡萄糖稳态和胰岛素敏感性得到改善。进一步的脂质组学分析表明,GDM 妇女的脂质构成变化与母乳喂养之间存在显著的相关性。共鉴定出 766 种脂质,其中 33 种脂质在哺乳期发生了显著变化。脂质失调与母体代谢参数之间也存在显著关联。随后,我们确定了与母乳喂养密切相关的三种脂质,并据此构建了一个具有较高辨别力的预测模型:结论:我们普遍发现,产褥期哺乳似乎对 GDM 妇女的致糖尿病风险因素有有利影响。我们还发现,与哺乳期有关的脂质体变化可以阐明母亲从 GDM 妊娠中恢复的情况。
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引用次数: 0
Is glucose-induced hypersecretion of glicentin after the revision surgery using Roux-en-Y gastric bypass related to improved glycemic control due to insulin hypersecretion in a type 2 diabetes patient without diabetes remission after laparoscopic sleeve gastrectomy? 在腹腔镜袖带胃切除术后糖尿病未缓解的 2 型糖尿病患者中,使用 Roux-en-Y 胃旁路术进行翻修手术后,葡萄糖诱导的格列真因高分泌与胰岛素高分泌导致的血糖控制改善有关吗?
IF 3.2 3区 医学 Pub Date : 2024-11-18 DOI: 10.1111/jdi.14325
Yukako Yamamoto, Osamu Sekine, Jun Ito-Kobayashi, Ayane Nishida, Takeshi Togawa, Yuki Ozamoto, Yasumitsu Oe, Akeo Hagiwara, Masaki Kobayashi, Tadahiro Kitamura, Masanori Iwanishi, Akira Shimatsu, Atsunori Kashiwagi

We report case details of a morbidly obese patient with type 2 diabetes mellitus (T2DM) who became a failure of diabetes remission after laparoscopic sleeve gastrectomy (LSG). He had a marked improvement of hyperglycemia after the revision surgery using Roux-en-Y gastric bypass (RYGB), where passage failure of a solid food intake at the gastric angle portion disappeared after the revision surgery. Interestingly, he showed improvements of insulin and a marked glicentin secretions with minor changes in glucagon related peptide 1 (GLP-1) and glucose-dependent insulinotropic polypeptide (GIP) secretions in the oral glucose tolerance test OGTT after the RYGB surgery compared with post-LSG. Although a marked increase in glucose-induced glicentin secretion after RYGB surgery with increased insulin secretion, further studies are needed to confirm if the increased glicentin secretion after RYGB surgery is linked to stimulation of insulin secretion.

我们报告了一名病态肥胖的 2 型糖尿病(T2DM)患者的病例详情,该患者在接受腹腔镜袖带胃切除术(LSG)后,糖尿病缓解失败。在使用 Roux-en-Y 胃旁路术(RYGB)进行翻修手术后,他的高血糖症状得到了明显改善,胃角部分无法摄入固体食物的情况在翻修手术后也消失了。有趣的是,与 LSG 术后相比,RYGB 术后口服葡萄糖耐量试验 OGTT 显示胰岛素分泌有所改善,胃泌素分泌明显增加,而胰高血糖素相关肽 1(GLP-1)和葡萄糖依赖性促胰岛素多肽(GIP)分泌变化不大。虽然 RYGB 术后葡萄糖诱导的格列真特分泌明显增加,胰岛素分泌也随之增加,但 RYGB 术后格列真特分泌增加是否与刺激胰岛素分泌有关,还需要进一步研究证实。
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引用次数: 0
Gender-specific genetic influence of rs1111875 on diabetes risk: Insights from the Taiwan biobank study. rs1111875对糖尿病风险的性别遗传影响:台湾生物库研究的启示。
IF 3.2 3区 医学 Pub Date : 2024-11-18 DOI: 10.1111/jdi.14359
Chih-Wei Chiang, Ying-Hsiang Chou, Chien-Ning Huang, Wen-Yu Lu, Yung-Po Liaw

Background: This study investigates the gender-specific genetic influence of the single nucleotide polymorphism (SNP) rs1111875 on diabetes risk within the Taiwanese population using data from the Taiwan Biobank. Diabetes mellitus, particularly type 2 diabetes (T2D), is influenced by genetic factors, and the rs1111875 SNP near the hematopoietically expressed homeobox (HHEX) gene has been linked to T2D susceptibility.

Methods: The study included 69,272 participants after excluding those from arsenic-polluted areas and those with incomplete data. Logistic regression models were used for analyses.

Results: The analyses revealed that the CT genotype of rs1111875 was associated with an increased risk of diabetes (OR = 1.092, 95% CI = 1.030-1.157, P = 0.003), as was the TT genotype (OR = 1.280, 95% CI = 1.165-1.407, P < 0.001). The effect was more pronounced in women (CT: OR = 1.118, 95% CI = 1.036-1.207, P = 0.004; TT: OR = 1.404, 95% CI = 1.243-1.585, P < 0.001). Men exhibited a higher overall risk of diabetes (OR = 1.565, 95% CI = 1.445-1.694, P < 0.001) and had a higher prevalence (12.71% vs 7.80%, P < 0.001) compared to women.

Conclusions: The findings underscore the importance of considering gender differences in genetic studies of diabetes and suggest that personalized diabetes management strategies should account for both genetic and gender-specific risk factors. This research contributes to the broader understanding of genetic determinants of diabetes and their interaction with gender, aiming to enhance personalized healthcare strategies for diabetes prevention and treatment.

研究背景本研究利用台湾生物库的数据,调查了单核苷酸多态性(SNP)rs1111875对台湾人群糖尿病风险的性别特异性遗传影响。糖尿病,尤其是 2 型糖尿病(T2D)受遗传因素的影响,而造血表达同源染色体(HHEX)基因附近的 rs1111875 SNP 与 T2D 易感性有关:研究纳入了 69 272 名参与者,但排除了来自砷污染地区和数据不完整的参与者。采用逻辑回归模型进行分析:分析结果表明,rs1111875 的 CT 基因型与糖尿病风险增加有关(OR = 1.092,95% CI = 1.030-1.157,P = 0.003),TT 基因型也与糖尿病风险增加有关(OR = 1.280,95% CI = 1.165-1.407,P 结论:rs1111875 的 CT 基因型与糖尿病风险增加有关(OR = 1.092,95% CI = 1.030-1.157,P = 0.003):研究结果强调了在糖尿病遗传研究中考虑性别差异的重要性,并建议个性化糖尿病管理策略应考虑遗传和性别特异性风险因素。这项研究有助于人们更广泛地了解糖尿病的遗传决定因素及其与性别的相互作用,从而加强糖尿病预防和治疗的个性化医疗策略。
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引用次数: 0
Cross-sectional association of irregular dietary habits with glycemic control and body mass index among people with diabetes. 不规律饮食习惯与糖尿病患者血糖控制和体重指数的横断面关联。
IF 3.2 3区 医学 Pub Date : 2024-11-17 DOI: 10.1111/jdi.14347
Mika Shimizu, Junko Oya, Yuichiro Kondo, Aki Katamine, Yukiko Hasegawa, Tomoko Nakagami

Aims/introduction: To determine the association of irregular dietary habits with HbA1c and body mass index (BMI) in people with diabetes.

Materials and methods: We included 4,421 people with diabetes aged 20-74 years (type 1 diabetes (T1D), 19.1%) who answered a questionnaire at mealtime. Adjusted least square means in HbA1c and BMI in patients with irregular dietary habits: "irregular mealtimes (irregular)," "skipping breakfast (SB)," and "late dinner (LD)" were compared to those with "regular dietary habits (regular)." Multivariable logistic regression analyses were performed to examine the association of irregular dietary habits with HbA1c ≥ 7% and BMI ≥25 kg/m2.

Results: HbA1c was significantly higher for "irregular" in both sexes and for "LD" in women than those of "regular" in people with T1D. HbA1c was significantly higher for "LD," and BMI was higher for almost all irregular dietary habits than those of "regular" in people with type 2 diabetes (T2D). Odds ratios (ORs) for HbA1c ≥7% were 3.20 (95% confidence interval (CI), 1.30-7.89) for T1D women with "irregular" and 1.73 (1.20-2.49) and 2.20 (1.14-3.65) for T2D men and women with "LD," respectively. ORs for BMI ≥25 kg/m2 were 1.60 (95% CI, 1.15-2.22) for T2D men with "irregular" and 1.43 (1.02-2.01) and 2.11 (1.21-3.65) for T2D women and men with "LD," respectively.

Conclusions: Irregular mealtimes are associated with poor glycemic control in T1D women and are associated with obesity in T2D men. Furthermore, a late dinner was associated with high HbA1c levels and BMI in people with T2D.

目的/简介:确定糖尿病患者不规律的饮食习惯与 HbA1c 和体重指数(BMI)之间的关系:我们纳入了 4,421 名 20-74 岁的糖尿病患者(1 型糖尿病 (T1D),19.1%),他们在进餐时回答了问卷。饮食习惯不规律患者的 HbA1c 和 BMI 调整后最小平方均值:将 "进餐时间不规律(不规律)"、"不吃早餐(SB)"和 "晚餐吃得晚(LD)"的患者与 "饮食习惯规律(规律)"的患者进行比较。对不规律饮食习惯与 HbA1c ≥ 7% 和 BMI ≥ 25 kg/m2 的关系进行了多变量逻辑回归分析:结果:在T1D患者中,"不规律 "饮食习惯的男女患者和 "低密度 "饮食习惯的女性患者的HbA1c均明显高于 "规律 "饮食习惯的患者。在 2 型糖尿病(T2D)患者中,"低密度 "饮食习惯的 HbA1c 明显高于 "正常 "饮食习惯的 HbA1c,几乎所有不规律饮食习惯的 BMI 都高于 "正常 "饮食习惯的 BMI。有 "不规律 "饮食习惯的 T1D 女性患者 HbA1c ≥7% 的比值比 (OR) 为 3.20(95% 置信区间 (CI),1.30-7.89);有 "低密度 "饮食习惯的 T2D 男性和女性患者 HbA1c ≥7% 的比值比 (OR) 分别为 1.73(1.20-2.49)和 2.20(1.14-3.65)。体重指数≥25 kg/m2的OR值在 "不规律 "的T2D男性中为1.60(95% CI,1.15-2.22),在 "低密度 "的T2D女性和男性中分别为1.43(1.02-2.01)和2.11(1.21-3.65):结论:进餐时间不规律与 T1D 女性血糖控制不佳有关,与 T2D 男性肥胖有关。此外,晚饭吃得晚与 T2D 患者的高 HbA1c 水平和体重指数有关。
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引用次数: 0
Blood metabolomic profile in patients with type 2 diabetes mellitus with diabetic peripheral neuropathic pain. 伴有糖尿病周围神经痛的 2 型糖尿病患者的血液代谢组学特征。
IF 3.2 3区 医学 Pub Date : 2024-11-16 DOI: 10.1111/jdi.14355
Hung-Chou Kuo, Chia-Ni Lin, Sung-Sheng Tsai, Chiung-Mei Chen, Rong-Kuo Lyu, Chun-Che Chu, Long-Sun Ro, Ming-Feng Liao, Hong-Shiu Chang, Yi-Ching Weng, Jawl-Shan Hwang

Aims: This study aimed to identify metabolic markers for diabetic peripheral neuropathic pain (DPNP) in patients with type 2 diabetes mellitus (T2DM).

Materials and methods: Blood metabolite levels in the amino acid, biogenic amine, sphingomyelin, phosphatidylcholine (PC), carnitines, and hexose classes were analyzed in nondiabetic control (n = 27), T2DM without DPNP (n = 58), and T2DM with DPNP (n = 29) using liquid chromatography tandem mass spectrometry. Variable importance projection (VIP) evaluation by partial least squares discriminant analysis was performed on clinical parameters and metabolites.

Results: Sixteen variables with VIP > 1.0 (P < 0.05) were identified across all patient groups, and 5 variables were identified to discriminate between the two T2DM groups. DPNP patients showed elevated fasting blood glucose, glutamate, PC aa C36:1, lysoPC a C18:1, and lysoPC a C18:2, while low-density lipoprotein cholesterol, phenylalanine, and tryptophan were reduced. Glutamate, lysoPC a C18:1, and lysoPC a C18:2 discriminated T2DM with DPNP from those without DPNP with an AUC of 0.671. The AUC was improved to 0.765 when ratios of metabolite pairs were considered.

Interpretation: Blood metabolites include glutamate, and phospholipid-related metabolites implicated in neuropathic pain may have the potential as biomarkers for DPNP. Further investigation is required to understand the mechanism of action of these altered metabolites in DPNP.

目的:本研究旨在确定 2 型糖尿病(T2DM)患者糖尿病周围神经病理性疼痛(DPNP)的代谢标记物:采用液相色谱串联质谱法分析了非糖尿病对照组(n = 27)、无 DPNP 的 T2DM(n = 58)和有 DPNP 的 T2DM(n = 29)的血液中氨基酸、生物胺、鞘磷脂、磷脂酰胆碱(PC)、肉毒碱和己糖类代谢物水平。通过偏最小二乘判别分析对临床参数和代谢物进行了变量重要性预测(VIP)评估:结果:有 16 个变量的 VIP 值大于 1.0(P 解释性):血液代谢物包括谷氨酸和磷脂相关代谢物,这些代谢物与神经病理性疼痛有关,有可能成为 DPNP 的生物标记物。要了解这些代谢物变化在 DPNP 中的作用机制,还需要进一步的研究。
{"title":"Blood metabolomic profile in patients with type 2 diabetes mellitus with diabetic peripheral neuropathic pain.","authors":"Hung-Chou Kuo, Chia-Ni Lin, Sung-Sheng Tsai, Chiung-Mei Chen, Rong-Kuo Lyu, Chun-Che Chu, Long-Sun Ro, Ming-Feng Liao, Hong-Shiu Chang, Yi-Ching Weng, Jawl-Shan Hwang","doi":"10.1111/jdi.14355","DOIUrl":"https://doi.org/10.1111/jdi.14355","url":null,"abstract":"<p><strong>Aims: </strong>This study aimed to identify metabolic markers for diabetic peripheral neuropathic pain (DPNP) in patients with type 2 diabetes mellitus (T2DM).</p><p><strong>Materials and methods: </strong>Blood metabolite levels in the amino acid, biogenic amine, sphingomyelin, phosphatidylcholine (PC), carnitines, and hexose classes were analyzed in nondiabetic control (n = 27), T2DM without DPNP (n = 58), and T2DM with DPNP (n = 29) using liquid chromatography tandem mass spectrometry. Variable importance projection (VIP) evaluation by partial least squares discriminant analysis was performed on clinical parameters and metabolites.</p><p><strong>Results: </strong>Sixteen variables with VIP > 1.0 (P < 0.05) were identified across all patient groups, and 5 variables were identified to discriminate between the two T2DM groups. DPNP patients showed elevated fasting blood glucose, glutamate, PC aa C36:1, lysoPC a C18:1, and lysoPC a C18:2, while low-density lipoprotein cholesterol, phenylalanine, and tryptophan were reduced. Glutamate, lysoPC a C18:1, and lysoPC a C18:2 discriminated T2DM with DPNP from those without DPNP with an AUC of 0.671. The AUC was improved to 0.765 when ratios of metabolite pairs were considered.</p><p><strong>Interpretation: </strong>Blood metabolites include glutamate, and phospholipid-related metabolites implicated in neuropathic pain may have the potential as biomarkers for DPNP. Further investigation is required to understand the mechanism of action of these altered metabolites in DPNP.</p>","PeriodicalId":190,"journal":{"name":"Journal of Diabetes Investigation","volume":" ","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-11-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142643562","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Impact of family income on the development of gestational diabetes mellitus and the associated birth outcomes: A nationwide study. 家庭收入对妊娠糖尿病的发展及相关出生结果的影响:一项全国性研究。
IF 3.2 3区 医学 Pub Date : 2024-11-14 DOI: 10.1111/jdi.14288
Fu-Shun Yen, James Cheng-Chung Wei, Yi-Ling Wu, Yu-Ru Lo, Chih-Ming Chen, Chii-Min Hwu, Chih-Cheng Hsu

Aims/introduction: The relationship between economic disadvantages and the risk of developing gestational diabetes mellitus (GDM), as well as its impact on birth outcomes, remains uncertain.

Materials and methods: From the Taiwan Maternal and Child Health Database, we identified 984,712 pregnant women between 1 January 2007 and 31 December 2018. Using propensity score matching, we selected 5,068 pairs of women across four income levels: very low, low, middle and high. We used a multivariable Cox regression model to assess the risk of GDM in these pregnant women and analyzed the birth outcomes.

Results: The mean age of the pregnant women was 30.89 years. We found no significant difference in GDM risk among pregnant women with different family income. However, newborns of women with GDM and very low-income were at higher risk for several adverse conditions, such as small for gestational age (adjusted odds ratio (aOR) 1.17, 95% confidence interval (CI) 1.04-1.31), large for gestational age (aOR 1.27, 95% CI 1.08-1.51), hypoxic-ischemic encephalopathy (aOR 3.19, 95% CI 1.15-8.86), respiratory distress (aOR 1.58, 95% CI 1.14-2. 19), congenital anomalies (aOR 1.32, 95% CI 1.08-1.62), jaundice requiring phototherapy or exchange transfusion (aOR 1.14, 95% CI 1.05-1.24) and so on.

Conclusions: This study found that low family income alone was not associated with GDM development. However, for a GDM pregnancy, pregnant women with lower income had worse birth outcomes. Improving maternal health and nutrition among low-income pregnant women with GDM might be critical to improving birth outcomes.

目的/简介:经济劣势与妊娠糖尿病(GDM)发病风险之间的关系及其对分娩结局的影响仍不确定:我们从台湾妇幼保健数据库中识别了2007年1月1日至2018年12月31日期间的984 712名孕妇。通过倾向得分匹配,我们在极低、低、中和高四个收入水平中选择了 5068 对妇女。我们使用多变量 Cox 回归模型评估了这些孕妇患 GDM 的风险,并分析了出生结果:结果:孕妇的平均年龄为 30.89 岁。我们发现,不同家庭收入的孕妇患 GDM 的风险没有明显差异。然而,患有 GDM 且收入极低的妇女所生的新生儿出现以下几种不良情况的风险较高,如胎龄偏小(调整后的几率比(aOR)为 1.17,95% 置信区间(CI)为 1.04-1.31)、胎龄偏大(aOR 为 1.27,95% 置信区间(CI)为 1.08-1.51)、缺氧-半缺氧(aOR 为 1.27,95% 置信区间(CI)为 1.08-1.51)。51)、缺氧缺血性脑病(aOR 3.19,95% CI 1.15-8.86)、呼吸窘迫(aOR 1.58,95% CI 1.14-2.19)、先天性畸形(aOR 1.32,95% CI 1.08-1.62)、需要光疗或换血的黄疸(aOR 1.14,95% CI 1.05-1.24)等:本研究发现,家庭收入低与 GDM 的发生无关。结论:这项研究发现,家庭收入低本身与 GDM 的发生无关,但对于 GDM 孕妇来说,收入越低,其分娩结局越差。改善患有 GDM 的低收入孕妇的孕产妇健康和营养状况可能是改善分娩结局的关键。
{"title":"Impact of family income on the development of gestational diabetes mellitus and the associated birth outcomes: A nationwide study.","authors":"Fu-Shun Yen, James Cheng-Chung Wei, Yi-Ling Wu, Yu-Ru Lo, Chih-Ming Chen, Chii-Min Hwu, Chih-Cheng Hsu","doi":"10.1111/jdi.14288","DOIUrl":"https://doi.org/10.1111/jdi.14288","url":null,"abstract":"<p><strong>Aims/introduction: </strong>The relationship between economic disadvantages and the risk of developing gestational diabetes mellitus (GDM), as well as its impact on birth outcomes, remains uncertain.</p><p><strong>Materials and methods: </strong>From the Taiwan Maternal and Child Health Database, we identified 984,712 pregnant women between 1 January 2007 and 31 December 2018. Using propensity score matching, we selected 5,068 pairs of women across four income levels: very low, low, middle and high. We used a multivariable Cox regression model to assess the risk of GDM in these pregnant women and analyzed the birth outcomes.</p><p><strong>Results: </strong>The mean age of the pregnant women was 30.89 years. We found no significant difference in GDM risk among pregnant women with different family income. However, newborns of women with GDM and very low-income were at higher risk for several adverse conditions, such as small for gestational age (adjusted odds ratio (aOR) 1.17, 95% confidence interval (CI) 1.04-1.31), large for gestational age (aOR 1.27, 95% CI 1.08-1.51), hypoxic-ischemic encephalopathy (aOR 3.19, 95% CI 1.15-8.86), respiratory distress (aOR 1.58, 95% CI 1.14-2. 19), congenital anomalies (aOR 1.32, 95% CI 1.08-1.62), jaundice requiring phototherapy or exchange transfusion (aOR 1.14, 95% CI 1.05-1.24) and so on.</p><p><strong>Conclusions: </strong>This study found that low family income alone was not associated with GDM development. However, for a GDM pregnancy, pregnant women with lower income had worse birth outcomes. Improving maternal health and nutrition among low-income pregnant women with GDM might be critical to improving birth outcomes.</p>","PeriodicalId":190,"journal":{"name":"Journal of Diabetes Investigation","volume":" ","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142613112","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Effect of adipose tissue deposition on insulin resistance in middle-aged and elderly women: Based on QCT and MRI mDIXON-Quant. 脂肪组织沉积对中老年妇女胰岛素抵抗的影响:基于 QCT 和 MRI mDIXON-Quant。
IF 3.2 3区 医学 Pub Date : 2024-11-14 DOI: 10.1111/jdi.14352
Ying Liu, Lei Gao, Mengfei Wu, Boyang Yang, Dongxue Ren, Zekun Zhang, Wei Zhang, Yan Wang

Objective: To explore the relationship between adipose tissue deposition and triglyceride-glucose (TyG) index, an indicator clinically used to assess insulin resistance (IR), in middle-aged and elderly women using quantitative computed tomography (QCT) and MRI mDIXON-Quant sequence.

Methods: All participants underwent quantitative computed tomography (QCT) and MRI mDIXON-Quant examination and calculated the TyG index based on the fasting blood glucose and triacylglycerol. Bounded by the median TyG index, all participants were divided into low TyG group and high TyG group. Visceral fat mass (VFM) and subcutaneous fat mass (SFM) were measured on QCT images. Hepatic proton density fat fraction (H-PDFF), pancreatic proton density fat fraction (P-PDFF), and lumbar bone marrow fat fraction (L-BMFF) were measured on MRI mDIXON-Quant images.

Results: Adjusting for age and body mass index (BMI), TyG was moderately positively correlated with H-PDFF, and r/P was 0.416/<0.001, TyG index was weakly positively correlated with VFM and P-PDFF, and r/P were 0.385/<0.001 and 0.221/0.030. There was a difference of VFM, H-PDFF, and P-PDFF between low TyG group and high TyG group (P < 0.05). Adjusting for age and BMI, VFM, and H-PDFF were the risk factors of high TyG, and H-PDFF was the independent risk factor of high TyG.

Conclusions: VFM and H-PDFF were the risk factors of IR, and H-PDFF was the independent risk factor. Early identification and active treatment of adipose tissue deposition, especially hepatic fat deposition, may reserve and delay the progression of IR and even metabolic syndrome.

目的利用定量计算机断层扫描(QCT)和磁共振成像mDIXON-Quant序列,探讨中老年女性脂肪组织沉积与甘油三酯-葡萄糖(TyG)指数(临床上用于评估胰岛素抵抗(IR)的指标)之间的关系:所有参与者均接受了定量计算机断层扫描(QCT)和磁共振成像 mDIXON-Quant 检查,并根据空腹血糖和三酰甘油计算出了 TyG 指数。以TyG指数中值为界,将所有参与者分为低TyG组和高TyG组。通过 QCT 图像测量内脏脂肪量(VFM)和皮下脂肪量(SFM)。肝脏质子密度脂肪分数(H-PDFF)、胰腺质子密度脂肪分数(P-PDFF)和腰部骨髓脂肪分数(L-BMFF)通过核磁共振成像 mDIXON-Quant 图像进行测量:调整年龄和体重指数(BMI)后,TyG与H-PDFF呈中度正相关,r/P为0.416/结论:VFM和H-PDFF是IR的风险因素,而H-PDFF是独立的风险因素。及早发现并积极治疗脂肪组织沉积,尤其是肝脏脂肪沉积,可预防和延缓 IR 甚至代谢综合征的进展。
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引用次数: 0
Which is the real nature of glucose-dependent insulinotropic peptide?: Endogenous vs pharmacological. 葡萄糖依赖性胰岛素促肽的真正性质是什么?内源性与药物性。
IF 3.2 3区 医学 Pub Date : 2024-11-14 DOI: 10.1111/jdi.14357
Yuji Yamazaki, Yutaka Seino

GIP is a multifaceted hormone whose role in metabolism is highly context-dependent. Pharmacological GIP receptor activation promotes weight loss and improves insulin sensitivity, contrasting sharply with the lipogenic and insulin-resistant effects of endogenous GIP. However, it remains unclear whether these effects simply amplify endogenous GIP's actions or represent distinct mechanisms.

GIP 是一种多方面的激素,其在新陈代谢中的作用高度依赖于环境。药理 GIP 受体激活可促进减肥并改善胰岛素敏感性,这与内源性 GIP 的致脂和胰岛素抵抗作用形成鲜明对比。然而,目前仍不清楚这些作用是仅仅放大了内源性 GIP 的作用,还是代表了不同的机制。
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引用次数: 0
Precision medicine in diabetes prediction: Exploring a subgroup-specific biomarker strategy for risk stratification. 糖尿病预测中的精准医学:探索用于风险分层的亚组特异性生物标志物策略。
IF 3.2 3区 医学 Pub Date : 2024-11-13 DOI: 10.1111/jdi.14311
I-Weng Yen, Szu-Chi Chen, Chia-Hung Lin, Kang-Chih Fan, Chung-Yi Yang, Chih-Yao Hsu, Chun-Heng Kuo, Mao-Shin Lin, Ya-Pin Lyu, Hsien-Chia Juan, Lin Heng-Huei, Hung-Yuan Li

Introduction: The early detection of high-risk individuals is crucial to delay and reduce the incidence of type 2 diabetes. In this study, we aimed to explore the performance of a novel subgroup-specific biomarker strategy in the prediction of incident diabetes.

Materials and methods: In the Taiwan Lifestyle Cohort Study, adult subjects without diabetes were included and followed for the incidence of diabetes in 2006-2019. The biomarkers measured included blood secretogranin III (SCG3), vascular adhesion protein-1 (VAP-1), fibrinogen-like protein 1 (FGL1), angiopoietin-like protein 6 (ANGPTL6), and angiopoietin-like protein 4 (ANGPTL4).

Results: Among the 1,287 subjects, 12.2% developed diabetes during a 6 year follow-up. Blood VAP-1 was significantly associated with incident diabetes in the overall population (HR = 0.724, P < 0.05), participants under 65 years old (HR = 0.685, P < 0.05), those with a BMI of ≥24 kg/m2 (HR = 0.673, P < 0.05), and females (HR = 0.635, P < 0.05). Blood ANGPTL6 was significantly correlated with incident diabetes in participants aged 65 and older (HR = 0.314, P < 0.05), and blood SCG3 was associated with incident diabetes in those with a BMI of <24 kg/m2 (HR = 1.296, P < 0.05). Two subgroup-specific biomarker strategies were developed. The gender and BMI-specific biomarker strategy, using traditional risk factors and blood SCG3 or VAP-1 in different subgroups, could improve prediction performance, especially the specificity and positive prediction value, compared with the whole-population strategy using only traditional risk factors or traditional risk factors plus blood VAP-1.

Conclusion: Gender- and BMI-specific biomarker strategy can improve the prediction of incident diabetes. A subgroup-specific biomarker strategy is a novel approach in the prediction of incident diabetes.

导言:早期发现高危人群对于延迟和降低 2 型糖尿病的发病率至关重要。在这项研究中,我们旨在探索一种新型亚组特异性生物标志物策略在预测糖尿病发病率方面的性能:在台湾生活方式队列研究(Taiwan Lifestyle Cohort Study)中,我们纳入了2006-2019年未患糖尿病的成年受试者,并对其糖尿病发病率进行了随访。测量的生物标记物包括血液泌泌素 III(SCG3)、血管粘附蛋白-1(VAP-1)、纤维蛋白原样蛋白 1(FGL1)、血管生成素样蛋白 6(ANGPTL6)和血管生成素样蛋白 4(ANGPTL4):在 1287 名受试者中,12.2% 的人在 6 年的随访期间患上了糖尿病。在总体人群中,血液中的 VAP-1 与糖尿病发病率明显相关(HR = 0.724,P 2(HR = 0.673,P 2(HR = 1.296,P 结论):性别和体重指数特异性生物标志物策略可改善对糖尿病发病的预测。亚组特异性生物标志物策略是预测糖尿病发病的一种新方法。
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引用次数: 0
A machine learning model for predicting worsening renal function using one-year time series data in patients with type 2 diabetes. 利用一年时间序列数据预测 2 型糖尿病患者肾功能恶化的机器学习模型。
IF 3.2 3区 医学 Pub Date : 2024-11-13 DOI: 10.1111/jdi.14309
Mari Watanabe, Shu Meguro, Kaiken Kimura, Michiaki Furukoshi, Tsuyoshi Masuda, Makoto Enomoto, Hiroshi Itoh

Background and aims: To prevent end-stage renal disease caused by diabetic kidney disease, we created a predictive model for high-risk patients using machine learning.

Methods and results: The reference point was the time at which each patient's estimated glomerular filtration rate (eGFR) first fell below 60 mL/min/1.73 m2. The input period spanned the reference point to 1 year prior. The primary endpoint was a 50% decrease in eGFR from the mean of the input period over the 3 year evaluation period. We created predictive models for patients' primary endpoints using time series data of various variables over the input period. Among 2,533 total patients, 1,409 had reference points, 31 had records for their input and evaluation periods and had reached their primary endpoints, and 317 patients had not. The area under the curve (AUC) of the predictive model peaked (0.81) when the minimum eGFR, the difference between maximum and minimum eGFR, and both maximum and minimum urinary protein values were included in the features.

Conclusion: The accuracy of prognosis prediction can be improved by considering the variable components of urinary protein and eGFR levels. This model will allow us to identify patients whose renal functions are relatively preserved with eGFR of more than 60 mL/min/1.73 m2 and are likely to benefit clinically from immediate treatment intensification.

背景和目的:为了预防糖尿病肾病引起的终末期肾病,我们利用机器学习创建了高危患者预测模型:为了预防糖尿病肾病导致的终末期肾病,我们利用机器学习建立了一个高危患者预测模型:参考点是每位患者的估计肾小球滤过率(eGFR)首次低于 60 mL/min/1.73 m2 的时间。输入期从参考点到一年前。主要终点是在 3 年评估期内,eGFR 从输入期平均值下降 50%。我们利用输入期内各种变量的时间序列数据创建了患者主要终点的预测模型。在 2,533 名患者中,1,409 名患者有参考点,31 名患者有输入期和评估期的记录并达到了主要终点,317 名患者没有达到主要终点。当最小 eGFR、最大和最小 eGFR 之差以及最大和最小尿蛋白值被纳入特征时,预测模型的曲线下面积(AUC)达到峰值(0.81):结论:考虑尿蛋白和 eGFR 水平的可变成分可提高预后预测的准确性。结论:考虑尿蛋白和 eGFR 水平的可变成分可提高预后预测的准确性,该模型可帮助我们识别 eGFR 超过 60 mL/min/1.73 m2 的肾功能相对保留的患者,这些患者有可能从立即加强治疗中获益。
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Journal of Diabetes Investigation
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