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Use of Glucagon-Like Peptide 1 Receptor Agonists and Risk of Serious Renal Events: Scandinavian Cohort Study

OBJECTIVE

To assess the association between use of glucagon-like peptide 1 (GLP-1) receptor agonists and risk of serious renal events in routine clinical practice.

RESEARCH DESIGN AND METHODS

This was a cohort study using an active-comparator, new-user design and nationwide register data from Sweden, Denmark, and Norway during 2010–2016. The cohort included 38,731 new users of GLP-1 receptor agonists (liraglutide 92.5%, exenatide 6.2%, lixisenatide 0.7%, and dulaglutide 0.6%), matched 1:1 on age, sex, and propensity score to a new user of the active comparator, dipeptidyl peptidase 4 (DPP-4) inhibitors. The main outcome was serious renal events, a composite including renal replacement therapy, death from renal causes, and hospitalization for renal events. Secondary outcomes were the individual components of the main outcome. Hazard ratios (HRs) were estimated using Cox models and an intention-to-treat exposure definition. Mean (SD) follow-up time was 3.0 (1.7) years.

RESULTS

Mean (SD) age of the study population was 59 (10) years, and 18% had cardiovascular disease. A serious renal event occurred in 570 users of GLP-1 receptor agonists (incidence rate 4.8 events per 1,000 person-years) and in 722 users of DPP-4 inhibitors (6.3 events per 1,000 person-years, HR 0.76 [95% CI 0.68–0.85], absolute difference –1.5 events per 1,000 person-years [–2.1 to –0.9]). Use of GLP-1 receptor agonists was associated with a significantly lower risk of renal replacement therapy (HR 0.73 [0.62–0.87]) and hospitalization for renal events (HR 0.73 [0.65–0.83]) but not death from renal causes (HR 0.72 [0.48–1.10]). When we used an as treated exposure definition in which patients were censored at treatment cessation or switch to the other study drug, the HR for the primary outcome was 0.60 (0.49–0.74).

CONCLUSIONS

In this large cohort of patients seen in routine clinical practice in three countries, use of GLP-1 receptor agonists, as compared with DPP-4 inhibitors, was associated with a reduced risk of serious renal events.




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Efficacy and Safety of 1:1 Fixed-Ratio Combination of Insulin Glargine and Lixisenatide Versus Lixisenatide in Japanese Patients With Type 2 Diabetes Inadequately Controlled on Oral Antidiabetic Drugs: The LixiLan JP-O1 Randomized Clinical Trial

OBJECTIVE

To assess the efficacy and safety of a 1:1 fixed-ratio combination of insulin glargine and lixisenatide (iGlarLixi) versus lixisenatide (Lixi) in insulin-naive Japanese patients with type 2 diabetes mellitus (T2DM) inadequately controlled on oral antidiabetic drugs (OADs).

RESEARCH DESIGN AND METHODS

In this phase 3, open-label, multicenter trial, 321 patients with HbA1c≥7.5 to ≤10.0% (58–86 mmol/mol) and fasting plasma glucose (FPG) ≤13.8 mmol/L (250 mg/dL) were randomized 1:1 to iGlarLixi or Lixi for 52 weeks. The primary end point was change in HbA1c at week 26.

RESULTS

Change in HbA1c from baseline to week 26 was significantly greater with iGlarLixi (–1.58% [–17.3 mmol/mol]) than with Lixi (–0.51% [–5.6 mmol/mol]), confirming the superiority of iGlarLixi (least squares [LS] mean difference –1.07% [–11.7 mmol/mol], P < 0.0001). At week 26, significantly greater proportions of patients treated with iGlarLixi reached HbA1c <7% (53 mmol/mol) (65.2% vs. 19.4%; P < 0.0001), and FPG reductions were greater with iGlarLixi than Lixi (LS mean difference –2.29 mmol/L [–41.23 mg/dL], P < 0.0001). Incidence of documented symptomatic hypoglycemia (≤3.9 mmol/L [70 mg/dL]) was higher with iGlarLixi (13.0% vs. 2.5%) through week 26, with no severe hypoglycemic events in either group. Incidence of gastrointestinal events through week 52 was lower with iGlarLixi (36.0% vs. 50.0%), and rates of treatment-emergent adverse events were similar.

CONCLUSIONS

This phase 3 study demonstrated superior glycemic control and fewer gastrointestinal adverse events with iGlarLixi than with Lixi, which may support it as a new treatment option for Japanese patients with T2DM that is inadequately controlled with OADs.




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Microbiota-Related Metabolites and the Risk of Type 2 Diabetes

OBJECTIVE

Recent studies have highlighted the significance of the microbiome in human health and disease. Changes in the metabolites produced by microbiota have been implicated in several diseases. Our objective was to identify microbiome metabolites that are associated with type 2 diabetes.

RESEARCH DESIGN AND METHODS

5,181 participants from the cross-sectional Metabolic Syndrome in Men (METSIM) study that included Finnish men (age 57 ± 7 years, BMI 26.5 ± 3.5 kg/m2) having metabolomics data available were included in our study. Metabolomics analysis was performed based on fasting plasma samples. On the basis of an oral glucose tolerance test, Matsuda ISI and Disposition Index values were calculated as markers of insulin sensitivity and insulin secretion. A total of 4,851 participants had a 7.4-year follow-up visit, and 522 participants developed type 2 diabetes.

RESULTS

Creatine, 1-palmitoleoylglycerol (16:1), urate, 2-hydroxybutyrate/2-hydroxyisobutyrate, xanthine, xanthurenate, kynurenate, 3-(4-hydroxyphenyl)lactate, 1-oleoylglycerol (18:1), 1-myristoylglycerol (14:0), dimethylglycine, and 2-hydroxyhippurate (salicylurate) were significantly associated with an increased risk of type 2 diabetes. These metabolites were associated with decreased insulin secretion or insulin sensitivity or both. Among the metabolites that were associated with a decreased risk of type 2 diabetes, 1-linoleoylglycerophosphocholine (18:2) significantly reduced the risk of type 2 diabetes.

CONCLUSIONS

Several novel and previously reported microbial metabolites related to the gut microbiota were associated with an increased risk of incident type 2 diabetes, and they were also associated with decreased insulin secretion and insulin sensitivity. Microbial metabolites are important biomarkers for the risk of type 2 diabetes.




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Decreased Vagal Activity and Deviation in Sympathetic Activity Precedes Development of Diabetes

OBJECTIVE

The objective of this study was to examine whether altered heart rate variability (HRV) could predict the risk of diabetes in Asians.

RESEARCH DESIGN AND METHODS

A cohort study was conducted in 54,075 adults without diabetes who underwent 3-min HRV measurement during health checkups between 2011 and 2014 at Kangbuk Samsung Hospital. We analyzed the time domain (SD of the normal-to-normal interval [SDNN] and root mean square differences of successive normal-to-normal interval [RMSSD]) and the frequency domain (total power, normalized low-frequency power [LF], and normalized high-frequency power [HF] and LF/HF ratio). We compared the risk of diabetes until 2017 according to tertiles of heart rate and HRV variables, with tertile 1 serving as the reference group.

RESULTS

During 243,758.2 person-years, 1,369 subjects were diagnosed with diabetes. Both time and frequency domain variables were lower in the group with diabetes, with the exception of those with normalized LF and LF/HF ratio. In Cox analysis, as SDNN, RMSSD, and normalized HF tertiles increased, the risk of diabetes decreased (hazard ratios [95% CIs] of tertile 3: 0.81 [0.70–0.95], 0.76 [0.65–0.90], and 0.78 [0.67–0.91], respectively), whereas the risk of diabetes increased in the case of heart rate, normalized LF, and LF/HF ratio (hazard ratios [95% CIs] of tertile 3: 1.41 [1.21–1.65], 1.32 [1.13–1.53], and 1.31 [1.13–1.53), respectively) after adjusting for age, sex, BMI, smoking, drinking, systolic blood pressure, lipid level, CRP, and HOMA of insulin resistance.

CONCLUSIONS

Abnormal HRV, especially decreased vagal activity and deviation in sympathovagal imbalance to sympathetic activity, might precede incident diabetes.




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Early Metabolic Features of Genetic Liability to Type 2 Diabetes: Cohort Study With Repeated Metabolomics Across Early Life

OBJECTIVE

Type 2 diabetes develops for many years before diagnosis. We aimed to reveal early metabolic features characterizing liability to adult disease by examining genetic liability to adult type 2 diabetes in relation to metabolomic traits across early life.

RESEARCH DESIGN AND METHODS

Up to 4,761 offspring from the Avon Longitudinal Study of Parents and Children were studied. Linear models were used to examine effects of a genetic risk score (162 variants) for adult type 2 diabetes on 229 metabolomic traits (lipoprotein subclass–specific cholesterol and triglycerides, amino acids, glycoprotein acetyls, others) measured at age 8 years, 16 years, 18 years, and 25 years. Two-sample Mendelian randomization (MR) was also conducted using genome-wide association study data on metabolomic traits in an independent sample of 24,925 adults.

RESULTS

At age 8 years, associations were most evident for type 2 diabetes liability (per SD-higher) with lower lipids in HDL subtypes (e.g., –0.03 SD, 95% CI –0.06, –0.003 for total lipids in very large HDL). At 16 years, associations were stronger with preglycemic traits, including citrate and with glycoprotein acetyls (0.05 SD, 95% CI 0.01, 0.08), and at 18 years, associations were stronger with branched chain amino acids. At 25 years, associations had strengthened with VLDL lipids and remained consistent with previously altered traits, including HDL lipids. Two-sample MR estimates among adults indicated persistent patterns of effect of disease liability.

CONCLUSIONS

Our results support perturbed HDL lipid metabolism as one of the earliest features of type 2 diabetes liability, alongside higher branched-chain amino acid and inflammatory levels. Several features are apparent in childhood as early as age 8 years, decades before the clinical onset of disease.




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Dietary Manganese, Plasma Markers of Inflammation, and the Development of Type 2 Diabetes in Postmenopausal Women: Findings From the Womens Health Initiative

OBJECTIVE

To examine the association between manganese intake and the risk of type 2 diabetes in postmenopausal women and determine whether this association is mediated by circulating markers of inflammation.

RESEARCH DESIGN AND METHODS

We included 84,285 postmenopausal women without a history of diabetes from the national Women’s Health Initiative Observational Study (WHI-OS). Replication analysis was then conducted among 62,338 women who participated in the WHI-Clinical Trial (WHI-CT). Additionally, data from a case-control study of 3,749 women nested in the WHI-OS with information on biomarkers of inflammation and endothelial dysfunction were examined using mediation analysis to determine the relative contributions of these known biomarkers by which manganese affects type 2 diabetes risk.

RESULTS

Compared with the lowest quintile of energy-adjusted dietary manganese, WHI-OS participants in the highest quintile had a 30% lower risk of type 2 diabetes (hazard ratio [HR] 0.70 [95% CI 0.65, 0.76]). A consistent association was also confirmed in the WHI-CT (HR 0.79 [95% CI 0.73, 0.85]). In the nested case-control study, higher energy-adjusted dietary manganese was associated with lower circulating levels of inflammatory biomarkers that significantly mediated the association between dietary manganese and type 2 diabetes risk. Specifically, 19% and 12% of type 2 diabetes risk due to manganese were mediated through interleukin 6 and hs-CRP, respectively.

CONCLUSIONS

Higher intake of manganese was directly associated with a lower type 2 diabetes risk independent of known risk factors. This association may be partially mediated by inflammatory biomarkers.




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Predicting the Risk of Inpatient Hypoglycemia With Machine Learning Using Electronic Health Records

OBJECTIVE

We analyzed data from inpatients with diabetes admitted to a large university hospital to predict the risk of hypoglycemia through the use of machine learning algorithms.

RESEARCH DESIGN AND METHODS

Four years of data were extracted from a hospital electronic health record system. This included laboratory and point-of-care blood glucose (BG) values to identify biochemical and clinically significant hypoglycemic episodes (BG ≤3.9 and ≤2.9 mmol/L, respectively). We used patient demographics, administered medications, vital signs, laboratory results, and procedures performed during the hospital stays to inform the model. Two iterations of the data set included the doses of insulin administered and the past history of inpatient hypoglycemia. Eighteen different prediction models were compared using the area under the receiver operating characteristic curve (AUROC) through a 10-fold cross validation.

RESULTS

We analyzed data obtained from 17,658 inpatients with diabetes who underwent 32,758 admissions between July 2014 and August 2018. The predictive factors from the logistic regression model included people undergoing procedures, weight, type of diabetes, oxygen saturation level, use of medications (insulin, sulfonylurea, and metformin), and albumin levels. The machine learning model with the best performance was the XGBoost model (AUROC 0.96). This outperformed the logistic regression model, which had an AUROC of 0.75 for the estimation of the risk of clinically significant hypoglycemia.

CONCLUSIONS

Advanced machine learning models are superior to logistic regression models in predicting the risk of hypoglycemia in inpatients with diabetes. Trials of such models should be conducted in real time to evaluate their utility to reduce inpatient hypoglycemia.




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The Association of Energy and Macronutrient Intake at Dinner Versus Breakfast With Disease-Specific and All-Cause Mortality Among People With Diabetes: The U.S. National Health and Nutrition Examination Survey, 2003-2014

OBJECTIVE

This study aims to evaluate the association of energy and macronutrient intake at dinner versus breakfast with disease-specific and all-cause mortality in people with diabetes.

RESEARCH DESIGN AND METHODS

A total of 4,699 people with diabetes who enrolled in the National Health and Nutrition Examination Survey from 2003 to 2014 were recruited for this study. Energy and macronutrient intake was measured by a 24-h dietary recall. The differences () in energy and macronutrient intake between dinner and breakfast ( = dinner – breakfast) were categorized into quintiles. Death information was obtained from the National Death Index until 2015. Cox proportional hazards regression models were developed to evaluate the survival relationship between and diabetes, cardiovascular disease (CVD), and all-cause mortality.

RESULTS

Among the 4,699 participants, 913 deaths, including 269 deaths due to diabetes and 314 deaths due to CVD, were documented. After adjustment for potential confounders, compared with participants in the lowest quintile of in terms of total energy and protein, participants in the highest quintile were more likely to die due to diabetes (hazard ratio [HR]energy 1.92, 99% CI 1.08–3.42; HRprotein 1.92, 99% CI 1.06–3.49) and CVD (HRenergy 1.69, 99% CI 1.02–2.80; HRprotein 1.96, 99% CI 1.14–3.39). The highest quintile of total fat was related to CVD mortality (HR 1.67, 99% CI 1.01–2.76). Isocalorically replacing 5% of total energy at dinner with breakfast was associated with 4% and 5% lower risk of diabetes (HR 0.96, 95% CI 0.94–0.98) and CVD (HR 0.95, 95% CI 0.93–0.97) mortality, respectively.

CONCLUSIONS

Higher intake of energy, total fat, and protein from dinner than breakfast was associated with greater diabetes, CVD, and all-cause mortality in people with diabetes.




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The Influence of Baseline Diastolic Blood Pressure on the Effects of Intensive Blood Pressure Lowering on Cardiovascular Outcomes and All-Cause Mortality in Type 2 Diabetes

OBJECTIVE

To examine whether low baseline diastolic blood pressure (DBP) modifies the effects of intensive systolic blood pressure (SBP) lowering on cardiovascular outcomes in type 2 diabetes mellitus (T2DM).

RESEARCH DESIGN AND METHODS

The Action to Control Cardiovascular Risk in Diabetes Blood Pressure trial (ACCORD BP), a two-by-two factorial randomized controlled trial, examined effects of SBP (<120 vs. <140 mmHg) and glycemic (HbA1c <6% vs. 7.0–7.9% [<42 vs. 53–63 mmol/mol]) control on cardiovascular events in T2DM (N = 4,731). We examined whether effects of SBP control on cardiovascular composite were modified by baseline DBP and glycemic control.

RESULTS

Intensive SBP lowering decreased the risk of the cardiovascular composite (hazard ratio [HR] 0.76 [95% CI 0.59–0.98]) in the standard glycemic arm but not in the intensive glycemic arm (HR 1.06 [95% CI 0.81–1.40]). Spline regression models relating the effects of the intervention on the cardiovascular composite across the range of baseline DBP did not show evidence of effect modification by low baseline DBP for the cardiovascular composite in the standard or intensive glycemic arms. The relation between the effect of the intensive SBP intervention and baseline DBP was similar between glycemic arms for the cardiovascular composite three-way interaction (P = 0.83).

CONCLUSIONS

In persons with T2DM, intensive SBP lowering decreased the risk of cardiovascular composite end point irrespective of baseline DBP in the setting of standard glycemic control. Hence, low baseline DBP should not be an impediment to intensive SBP lowering in patients with T2DM treated with guidelines recommending standard glycemic control.




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Cardiovascular Risk Reduction With Liraglutide: An Exploratory Mediation Analysis of the LEADER Trial

OBJECTIVE

The LEADER trial (ClinicalTrials.gov reg. no. NCT01179048) demonstrated a reduced risk of cardiovascular (CV) events for patients with type 2 diabetes who received the glucagon-like peptide 1 receptor agonist liraglutide versus placebo. The mechanisms behind this CV benefit remain unclear. We aimed to identify potential mediators for the CV benefit observed with liraglutide in the LEADER trial.

RESEARCH DESIGN AND METHODS

We performed exploratory analyses to identify potential mediators of the effect of liraglutide on major adverse CV events (MACE; composite of CV death, nonfatal myocardial infarction, or nonfatal stroke) from the following candidates: glycated hemoglobin (HbA1c), body weight, urinary albumin-to-creatinine ratio (UACR), confirmed hypoglycemia, sulfonylurea use, insulin use, systolic blood pressure, and LDL cholesterol. These candidates were selected as CV risk factors on which liraglutide had an effect in LEADER such that a reduction in CV risk might result. We used two methods based on a Cox proportional hazards model and the new Vansteelandt method designed to use all available information from the mediator and to control for confounding factors.

RESULTS

Analyses using the Cox methods and Vansteelandt method indicated potential mediation by HbA1c (up to 41% and 83% mediation, respectively) and UACR (up to 29% and 33% mediation, respectively) on the effect of liraglutide on MACE. Mediation effects were small for other candidates.

CONCLUSIONS

These analyses identify HbA1c and, to a lesser extent, UACR as potential mediators of the CV effects of liraglutide. Whether either is a marker of an unmeasured factor or a true mediator remains a key question that invites further investigation.




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Effects of Novel Dual GIP and GLP-1 Receptor Agonist Tirzepatide on Biomarkers of Nonalcoholic Steatohepatitis in Patients With Type 2 Diabetes

OBJECTIVE

To determine the effect of tirzepatide, a dual agonist of glucose-dependent insulinotropic polypeptide and glucagon-like peptide 1 receptors, on biomarkers of nonalcoholic steatohepatitis (NASH) and fibrosis in patients with type 2 diabetes mellitus (T2DM).

RESEARCH DESIGN AND METHODS

Patients with T2DM received either once weekly tirzepatide (1, 5, 10, or 15 mg), dulaglutide (1.5 mg), or placebo for 26 weeks. Changes from baseline in alanine aminotransferase (ALT), aspartate aminotransferase (AST), keratin-18 (K-18), procollagen III (Pro-C3), and adiponectin were analyzed in a modified intention-to-treat population.

RESULTS

Significant (P < 0.05) reductions from baseline in ALT (all groups), AST (all groups except tirzepatide 10 mg), K-18 (tirzepatide 5, 10, 15 mg), and Pro-C3 (tirzepatide 15 mg) were observed at 26 weeks. Decreases with tirzepatide were significant compared with placebo for K-18 (10 mg) and Pro-C3 (15 mg) and with dulaglutide for ALT (10, 15 mg). Adiponectin significantly increased from baseline with tirzepatide compared with placebo (10, 15 mg).

CONCLUSIONS

In post hoc analyses, higher tirzepatide doses significantly decreased NASH-related biomarkers and increased adiponectin in patients with T2DM.




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A Randomized Controlled Trial Comparing Glargine U300 and Glargine U100 for the Inpatient Management of Medicine and Surgery Patients With Type 2 Diabetes: Glargine U300 Hospital Trial

OBJECTIVE

The role of U300 glargine insulin for the inpatient management of type 2 diabetes (T2D) has not been determined. We compared the safety and efficacy of glargine U300 versus glargine U100 in noncritically ill patients with T2D.

RESEARCH DESIGN AND METHODS

This prospective, open-label, randomized clinical trial included 176 patients with poorly controlled T2D (admission blood glucose [BG] 228 ± 82 mg/dL and HbA1c 9.5 ± 2.2%), treated with oral agents or insulin before admission. Patients were treated with a basal-bolus regimen with glargine U300 (n = 92) or glargine U100 (n = 84) and glulisine before meals. We adjusted insulin daily to a target BG of 70–180 mg/dL. The primary end point was noninferiority in the mean difference in daily BG between groups. The major safety outcome was the occurrence of hypoglycemia.

RESULTS

There were no differences between glargine U300 and U100 in mean daily BG (186 ± 40 vs. 184 ± 46 mg/dL, P = 0.62), percentage of readings within target BG of 70–180 mg/dL (50 ± 27% vs. 55 ± 29%, P = 0.3), length of stay (median [IQR] 6.0 [4.0, 8.0] vs. 4.0 [3.0, 7.0] days, P = 0.06), hospital complications (6.5% vs. 11%, P = 0.42), or insulin total daily dose (0.43 ± 0.21 vs. 0.42 ± 0.20 units/kg/day, P = 0.74). There were no differences in the proportion of patients with BG <70 mg/dL (8.7% vs. 9.5%, P > 0.99), but glargine U300 resulted in significantly lower rates of clinically significant hypoglycemia (<54 mg/dL) compared with glargine U100 (0% vs. 6.0%, P = 0.023).

CONCLUSIONS

Hospital treatment with glargine U300 resulted in similar glycemic control compared with glargine U100 and may be associated with a lower incidence of clinically significant hypoglycemia.




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Circulating Retinol-Binding Protein 4 Is Inversely Associated With Pancreatic {beta}-Cell Function Across the Spectrum of Glycemia

OBJECTIVE

The aim of this study was to examine the association of circulating retinol-binding protein 4 (RBP4) levels with β-cell function across the spectrum of glucose tolerance from normal to overt type 2 diabetes.

RESEARCH DESIGN AND METHODS

A total of 291 subjects aged 35–60 years with normal glucose tolerance (NGT), newly diagnosed impaired fasting glucose or glucose tolerance (IFG/IGT), or type 2 diabetes were screened by a standard 2-h oral glucose tolerance test (OGTT) with the use of traditional measures to evaluate β-cell function. From these participants, 74 subjects were recruited for an oral minimal model test, and β-cell function was assessed with model-derived indices. Circulating RBP4 levels were measured by a commercially available ELISA kit.

RESULTS

Circulating RBP4 levels were significantly and inversely correlated with β-cell function indicated by the Stumvoll first-phase and second-phase insulin secretion indices, but not with HOMA of β-cell function, calculated from the 2-h OGTT in 291 subjects across the spectrum of glycemia. The inverse association was also observed in subjects involved in the oral minimal model test with β-cell function assessed by both direct measures and model-derived measures, after adjustment for potential confounders. Moreover, RBP4 emerged as an independent factor of the disposition index-total insulin secretion.

CONCLUSIONS

Circulating RBP4 levels are inversely and independently correlated with β-cell function across the spectrum of glycemia, providing another possible explanation of the linkage between RBP4 and the pathogenesis of type 2 diabetes.




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Instability of Insulin Aspart Diluted in Dextrose




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The Unpopular Realities of the Eligibility

The eligibility criteria for special education services is black and white. (I'm not talking about the color of skin.) Either the student fits the criteria or does not fit the criteria. The committee comes together with all the test data and then reviews the criteria for each disability. Either the student is eligible or not. They meet the criteria or they do not meet the criteria. Sounds easy, right? The kids who obviously fit the criteria easily qualify for special education services. The kids who clearly do not fit criteria for special education do not qualify for special education services. It should just be that easy. Sometimes it is.

I've been in the field long enough to see that eligibility is not always this magical process that determines special education from regular education. Sometimes eligibility decisions are a nightmare. What about all the gray kids that aren't clearly black or white?! For some kids, determining if they meet the criteria is tough. The black and white criteria makes it difficult to know what to do for the gray kids. The most difficult eligibility meetings are the ones where some members feel the student meets criteria and other members do not. These can lead to heated discussions. There are sometimes different ways to look at data and opinions of how to look at it may vary. Remember that the real issue the student who is cared about by school staff and especially parents which makes the decision emotional. It can be hard to be objective at times. It is not uncommon to hear "but they need it," even when the data does not support it.

There are kids who qualify for special education services at one point, then are found ineligible at another time. Sometimes this happens because the student has made improvements and no longer requires special education services to be successful. Other times this happens because criteria has changed, the criteria is slightly different in a new different school system, or because test data is slightly different after a few years. In my opinion, this is when the system and criteria fails. I'd like to see ways to address the students who at one time fit the criteria, no longer fit criteria, but still require services.

Why is the criteria so rigid? The main reason is because special education is funded by the government and they keep a tight reign on eligibility criteria. School staff is pressured by the administration, who is pressured by the State, who is pressured by the Federal government. There is a call for identification to be accurate to ensure that funds are properly spent. The only way the government can determine if the funds are being used appropriately is to enforce that schools are using clear criteria guidelines for identification.

All that being said, I believe in the process (for the most part). However, it's created by humans meaning there will be errors. If I had a say, I'd make some changes. I do believe there needs to be criteria. No matter who sets the criteria there will always be those gray kids that are just right on the border of eligible or not eligible. The worst mistake that can be made in my opinion is telling a family that the child has a disability when in fact the child does not. The child grows up with the belief that he or she has a disabling condition, when that could have been prevented. Disability identification can be life changing for a person. That is why I believe we need criteria. A strong opinion by a teacher or parent that "she needs it" is not enough data for me to look a child and say they are struggling because of a disability.

Want to learn more about the eligibility process?
Eligibility Process FAQ
What every parent needs to know about the referral process
Ineligible for special education




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New Poll: How Do You Feel About the Level Of Education The School Provides Your Child

I will be starting a monthly poll to engage the readers of this blog and start some discussion. Feel free to comment on this topic. I'm sure many of you have a lot to say. At the end of the month, I'll share and discuss results in a blog post. I'm curious to see how the readers of this blog feel about your own schools. You can find the poll in the sidebar. Thanks for participating!




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How Much of Your Child's Special Education Meeting Did You Understand?

As a School Psychologist- I attend numerous Special Education Meetings weekly. There are Child Study Meetings, where we discuss interventions and may decide to complete an evaluation. There are eligibility meetings, where we determine if a student is eligible for special education services. There are IEP meetings where we develop a plan for a student who is eligible for special education. Additionally, there are Manifestation Determination meetings, Functional Behavioral Assessments, Behavior Intervention Plans, and 504 Meetings.


I may attend around 5-10 meetings a week and I only work part time. Special education teachers, administrators, and a few others will attend these meetings as well. We are VERY used to the process and the terminology. That being said, we constantly have to remind ourselves that parents are often not used to any of it. We went to school for years to learn this, and we've been living it out in our careers. It's second nature to many of us. Parents often come in understanding very little. I try to be conscious of explaining what we are doing to the parents. However, it's a lot of information that gets thrown out very quickly.

I want to know how many of the readers feel that you understood what transpired in the meetings you attended? Did you feel rushed? Did you feel supported? Share your comments and please vote in the poll. I'll leave it open through January and then discuss the results.




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Protecting the DREAM: The Potential Impact of Different Legislative Scenarios for Unauthorized Youth

With the Trump administration having announced the end of the DACA program, Congress is facing growing calls to protect unauthorized immigrants who came to the U.S. as children. This fact sheet examines DREAM Act bills introduced in Congress as of mid-2017, offering estimates of who might earn conditional legal status—and ultimately legal permanent residence—based on educational, professional, and other requirements in the legislation.




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A Profile of Current DACA Recipients by Education, Industry, and Occupation

An average of 915 DACA recipients every day will lose their work authorization and protection from deportation once the phaseout of the program moves into full force in spring 2018, MPI estimates. This fact sheet also offers U.S. and state estimates of the school enrollment and educational attainment, workforce participation, and industries and occupations of employment for the nearly 690,000 current DACA holders.




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Preparing Newcomers for the Jobs of Today and the Labor Markets of Tomorrow

This Migration Policy Institute Europe webinar examines possible scenarios for how social, economic, and technological trends could affect jobs, labor market policy, education and social policies, and migrant integration. Speakers also explored the potential of coding schools for refugees to help alleviate skills shortages and provide a pathway to work.




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Settling In: A Profile of the Unauthorized Immigrant Population in the United States

This fact sheet and accompanying interactive data tools provide characteristics of the estimated 11.3 million unauthorized immigrants in the United States, using a unique MPI methodology that assigns legal status to U.S. Census Bureau data. The fact sheet and tools offer statistics on these immigrants’ origins, U.S. destinations, educational attainment, English proficiency, employment, income, home ownership, and more.




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Police arrest two men in shooting death of Ahmaud Arbery

More than two months after Ahmaud Arbery was fatally shot while jogging near Brunswick, Georgia police arrested two men for the shooting, authorities said.




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Fourth person charged in shooting death of Michigan security guard

Authorities have charged a fourth person connected to the shooting death of a Flint, Mich., security guard who was killed after confronting a customer who entered a store without a state-mandated facemask.




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DNA genealogy leads police to James E. Zastawnik in 1987 killing of Ohio teen Barbara Blatnik

Cleveland police say they have used DNA research to solve the 33-year-old strangling of a teenage girl, and arrest her killer.




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Supreme Court puts temporary block on release of evidence in Mueller probe

The Supreme Court on Friday granted a Justice Department request to temporarily block release of secret grand jury material from special counsel Robert Mueller's probe to Congress.




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Resources for Medical Students and Professionals

The mission of Medip Academy Resources site is to provide teaching and learning materials to medical students (UG and PG) and medical professionals. Medip Academy Resources is a platform for sharing University Examination Papers, Medical Educational Materials, Practical Guides, MCQs, Problem solving etc. The resources available on this site are easily searchable and free to download. URL: http://www.medipacademy.com/resources Email: resources@medipacademy.com How to add a resource? Please share your useful resource by email to resources@medipacademy.com Happy Sharing! Dr. Bhaven Kataria Department of Pharmacology, GMERS Medical College, Sola Ahmedabad, Gujarat, India




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Last Supermoon of 2020 will wash out asteroid showers

The last supermoon of 2020, May's so-called "Flower Moon," will be visible in the night skies this week, and its brightness will likely obscure the yearly Eta Aquarids meteor shower, according to NASA.




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Trade can spread economic toll of local disasters globally, study finds

Damage from a natural disaster in one place can spread globally due to urban trade networks, a Yale study said Monday.




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Crisis within a Crisis: Immigration in the United States in a Time of COVID-19

The global COVID-19 pandemic has brought into sharp focus the intersection of U.S. immigration and public health policy, and the unique challenges that immigrants face. This article analyzes the Trump administration’s introduction of some of the most stringent immigration restrictions in modern times, the often disparate fallout of the outbreak on immigrant communities, the status of federal immigration agency operations, and more.




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Immigration Enforcement in the United States: The Rise of a Formidable Machinery

MPI has released a major study that describes and analyzes today’s immigration enforcement programs, as they have developed and grown in the 25 years since IRCA launched the current enforcement era.




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Immigration Enforcement in the United States: The Rise of a Formidable Machinery

Release of a major report that describes and analyzes the immigration enforcement system in the United States as it has developed and grown in the quarter century since the Immigration Reform and Control Act of 1986 launched the current era of enforcement.




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Side-by-Side Comparison of 2013 Senate Immigration Bill with 2006 and 2007 Senate Legislation

This fact sheet compares key components of immigration reform outlined in the 2013 Senate immigration bill against provisions included in bills considered by the Senate in 2006 and 2007: border security, detention, and enforcement; worksite enforcement; visa reforms; earned legalization of unauthorized immigrants; strengthening the U.S. economy and workforce; and integration of new Americans.




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Side-by-Side Comparison of the 2013 Senate Immigration Framework with 2006 and 2007 Senate Legislation

MPI has completed an analysis of the major provisions in the 2013 framework, comparing them to provisions of the legislation the Senate considered in 2006 and 2007. 

This fact sheet is formatted as a chart comparing the framework of comprehensive immigration reform outlined in the 2013 Senate immigration bill against provisions included in bills considered by the Senate in 2006 and 2007.




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Side-by-Side Comparison of 2013 Senate Immigration Bill with Individual 2013 House Bills

This fact sheet offers a detailed review of the comprehensive immigration reform legislation approved by the U.S. Senate in June 2013 and compares its major provisions with those of the five targeted immigration bills approved by the House Judiciary Committee and the House Homeland Security Committee.




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Curbing the Influence of &quot;Bad Actors&quot; in International Migration (Transatlantic Council Statement)

This Transatlantic Council on Migration Statement assesses the continuum of policies needed to disrupt illegal migration-related activities and addresses the conditions that make them possible. It examines the role of migration "bad actors"—human traffickers and unscrupulous employers, among them—who operate and profit in this environment, and considers how governments can deploy resources to discourage their actions.




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Shifting Gears, Trump Administration Launches High-Profile Worksite Enforcement Operations

An unannounced sweep of 98 convenience stores by U.S. immigration authorities—resulting in the arrest of 21 unauthorized workers—may signal a new approach to worksite enforcement under the Trump administration, moving away from a strategy of paper-based audits that resulted in higher employer fines and fewer worker arrests. This article explores worksite enforcement over recent decades.




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Will Immigration Reform Ever Succeed Again? The Legacy of IRCA &amp; Its Enduring Lessons

This provocative discussion showcases Charles Kamasaki's book, Immigration Reform: The Corpse That Will Not Die, and explores the lessons that can be learned from the Immigration Reform and Control Act of 1986, its intended and unintended consequences, and how the law’s legacy has shaped contemporary politics surrounding immigration.




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Texas court stays execution of Randall Mays

A Texas appeals court has issued a stay of execution for a death row inmate on grounds he is intellectually disabled.




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AAI Corp., a division of Textron, nabs $20.7M contract modification for Navy drone program

Textron was awarded a $20.7 million contract modification Friday for work on the Navy's Unmanned Influence Sweep System and Unmanned Surface Vehicle program.




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AccuWeather increases number of hurricanes predicted for 'very active' 2020 Atlantic season

Based on the newest forecasting models, AccuWeather forecasters have extended the upper range of hurricanes predicted for the Atlantic hurricane season.




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China offers to help North Korea respond to coronavirus pandemic

China's President XI jinping offered Saturday to help North Korean leader Kim Jong Un respond to the coronavirus pandemic.




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Watch: Kelly Clarkson on 'chaos' of filming 'The Voice' remotely

Kelly Clarkson discussed the challenges of filming "The Voice" at home amid the coronavirus pandemic.




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Entertainer Roy Horn of Siegfried & Roy dies of COVID-19 complications at 75

German-born entertainer Roy Uwe Ludwig Horn, one half of the stage duo Siegfried & Roy, has died of complications from the coronavirus. He was 75.




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CBS orders first seasons of 'Clarice,' 'Equalizer,' 'B Positive' for 2020-21

CBS said it has ordered first seasons of three new shows -- "Clarice," "The Equalizer" and "B Positive" for the 2020-21 television season.




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Brexit Day—Is This the Dawning of the Age of Immobility?

Brexit Day, on January 31, 2020, marks a dramatic turn for the United Kingdom as it leaves the European Union, in significant measure because it wants to control its immigration destiny. But it remains unclear whether Brexit will allow the United Kingdom to cast a net wider for the global workers it seeks or will deepen the moat around the island. Either way, Brexit is likely to spark new forms of mobility—and immobility.





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Expanding Personal Limits in the Time of Coronavirus

While our external world begins to shrink during this time of social distancing and shelter-in-place health orders, we are challenged to expand our personal, internal limits and thresholds for almost...




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The Unseen Trauma of COVID-19

The kind of trauma doctors, nurses, and others in direct contact with COVID-19 patients have endured for months now — with an uncertain future posing a threat of many more...




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[ Dogs ] Open Question : I've come to a conclusion,Dogs section on YA is not worth my time or energy, it is bad enough it is full of what I assume are teenagers?

playing games but now I am being repeatedly harassed and accused of being a troll named Sophie. Well you all can just keep this grimy pool. I am not wasting my time or energy. Enjoy yourselves.




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[ Yahoo Answers ] Open Question : Nowadays many of legit questions are getting removed without notice. There's no appeal options also. How can I report about these mistakes?

*my legit questions