A global blockchain for recording high rates of COVID-19 vaccinations.

Blockchain has been recently proposed to securely record vaccinations against COVID-19 and manage their verification. However, existing solutions may not fully meet the requirements of a global vaccination management system. These requirements include the scalability required to support a global vaccination campaign, like one against COVID-19, and the capability to facilitate the interoperation between the independent health administrations of different countries. Moreover, access to global statistics can help to control securing community health and provide continuity of care for individuals during a pandemic. In this paper, we propose GEOS, a blockchain-based vaccination management system designed to address the challenges faced by the global vaccination campaign against COVID-19. GEOS offers interoperability between vaccination information systems at both domestic and international levels, supporting high vaccination rates and extensive coverage for the global population. To provide those features, GEOS uses a two-layer blockchain architecture, a simplified byzantine-tolerant consensus algorithm, and the Boneh-Lynn-Shacham signature scheme. We analyze the scalability of GEOS by examining transaction rate and confirmation times, considering factors such as the number of validators, communication overhead, and block size within the blockchain network. Our findings demonstrate the effectiveness of GEOS in managing COVID-19 vaccination records and statistical data for 236 countries, encompassing crucial information such as daily vaccination rates for highly populous nations and the global vaccination demand, as identified by the World Health Organization.

Increased Rates of Hospitalized Children with Type 1 and Type 2 Diabetes Mellitus in Central Brooklyn during the COVID-19 Pandemic.

Following reports of increased new-onset diabetes and worse severity of DKA for children with diabetes following SARS-CoV-2 infection, we studied hospitalization rates for children with type 1 diabetes (T1DM) and type 2 diabetes (T2DM) in our center during the citywide shutdown. Methods. We conducted a retrospective chart review of children admitted to our two hospitals from January 1, 2018, to December 31, 2020. We included ICD-10 codes for diabetic ketoacidosis (DKA), hyperglycemic hyperosmolar syndrome (HHS), and hyperglycemia only. Results. We included 132 patients with 214 hospitalizations: 157 T1DM, 41 T2DM, and 16 others (14 steroid induced, 2 MODY). Overall admissions rates for patients with all types of diabetes were 3.08% in 2018 to 3.54% in 2019 (p = 0.0120) and 4.73% in 2020 (p = 0.0772). Although there was no increase of T1DM admissions across all 3 years, T2DM admission rates increased from 0.29% to 1.47% (p = 0.0056). Newly diagnosed T1DM rates increased from 0.34% in 2018 to 1.28% (p = 0.002) in 2020, and new-onset T2DM rates also increased from 0.14% in 2018 to 0.9% in 2020 (p = 0.0012). Rates of new-onset diabetes presenting with DKA increased from 0.24% in 2018 to 0.96% in 2020 (p = 0.0014). HHS increased from 0.1% in 2018 to 0.45% in 2020 (p = 0.044). The severity of DKA in newly diagnosed was unaffected (p = 0.1582). Only 3 patients tested positive for SARS-CoV-2 infection by PCR. Conclusion. Our urban medical center is located in Central Brooklyn and serves a majority who are Black. This is the first study investigating pediatric diabetes cases admitted to Brooklyn during the first wave of the pandemic. Despite the overall pediatric admissions declining in 2020 due to the citywide shutdown, overall hospitalization rates in children with T2DM and in new-onset T1DM and T2DM increased, which is not directly associated with active SARS-CoV-2 infection. More studies are needed to elucidate the reason for this observed increase in hospitalization rates.

Modified body mass index z-scores in children in New York City during the COVID-19 pandemic.

OBJECTIVES: Determine whether the negative impact of the COVID-19 pandemic on weight gain trajectories among children attending well-child visits in New York City persisted after the public health restrictions were reduced. STUDY DESIGN: Multicenter retrospective chart review study of 7150 children aged 3-19 years seen for well-child care between 1 January 2018 and 4 December 2021 in the NYC Health and Hospitals system. Primary outcome was the difference in annual change of modified body mass index z-score (mBMIz) between the pre-pandemic and early- and late-pandemic periods. The mBMIz allows for tracking of a greater range of BMI values than the traditional BMI z-score. The secondary outcome was odds of overweight, obesity, or severe obesity. Multivariable analyses were conducted with each outcome as the dependent variable, and year, age category, sex, race/ethnicity, insurance status, NYC borough, and baseline weight category as independent variables. RESULTS: The difference in annual mBMIz change for pre-pandemic to early-pandemic = 0.18 (95% confidence interval [CI]: 0.15, 0.20) and for pre-pandemic to late-pandemic = 0.04 (95% CI: 0.01, 0.06). There was a statistically significant interaction between period and baseline weight category. Those with severe obesity at baseline had the greatest mBMIz increase during both pandemic periods and those with underweight at baseline had the lowest mBMIz increase during both pandemic periods. CONCLUSION: In NYC, the worsening mBMIz trajectories for children associated with COVID-19 restrictions did not reverse by 2021. Decisions about continuing restrictions, such as school closures, should carefully weigh the negative health impact of these policies.

Reducing COVID-19 Cases and Deaths by Applying Blockchain in Vaccination Rollout Management.

Goal: Because a fast vaccination rollout against coronavirus disease 2019 (COVID-19) is critical to restore daily life and avoid virus mutations, it is tempting to have a relaxed vaccination-administration management system. However, a rigorous management system can support the enforcement of preventive measures, and in turn, reduce incidence and deaths. Here, we model a trustable and reliable management system based on blockchain for vaccine distribution by extending the Susceptible-Exposed-Infected-Recovery (SEIR) model. The model includes prevention measures such as mask-wearing, social distancing, vaccination rate, and vaccination efficiency. It also considers negative social behavior, such as violations of social distance and attempts of using illegitimate vaccination proofs. By evaluating the model, we show that the proposed system can reduce up to 2.5 million cases and half a million deaths in the most demanding scenarios.

Correlation of subway turnstile entries and COVID-19 incidence and deaths in New York City.

In this paper, we show a strong correlation between turnstile entries data of the New York City (NYC) subway provided by NYC Metropolitan Transport Authority and COVID-19 deaths and cases reported by the NYC Department of Health from March to May 2020. This correlation is obtained through linear regression and confirmed by the prediction of the number of deaths by a Long Short-Term Memory neural network. The correlation is more significant after considering incubation and symptomatic phases of this disease as experienced by people who died from it. We extend the analysis to each individual NYC borough. We also estimate the dates when the number of COVID-19 deaths and cases would approach zero by using the Auto-Regressive Integrated Moving Average model on the reported deaths and cases. We also backward forecast the dates when the first cases and deaths might have occurred.

Assessment of Microvascular Function in Children and Adolescents with Diabetes and Obesity.

BACKGROUND: Endothelial dysfunction (ED) is a marker of vascular damage. Glycated hemoglobin (A1C) predicts vascular complications. The EndoPAT (peripheral arterial tonometry) device calculates the reactive hyperemic index (RHI), a measure of endothelial function. The greater the vasodilation, the higher the RHI. We hypothesized that children with poorly-controlled diabetes mellitus (DM) and non-diabetes mellitus (NDM) obese children have ED. METHODS: A cross-sectional study using the EndoPAT device was performed on children with poorly-controlled DM and NDM children. ANOVA, t-test, Mann-Whitney U test, multiple linear regression and Spearman correlation were used. RESULTS: Of 58 children that completed the study (aged 13.1 ± 3.42 years), 33 with type 1 diabetes (T1DM), 8 with type 2 diabetes (T2DM) and 17 were NDM obese children. Eighty-five percent were African-American, 60% were female and 79% entered puberty. The RHI of children with DM (1.42 ± 0.48) versus NDM obese group (1.40 ± 0.34) was not different (P = 0.86) regardless of the type of DM or body mass index. In the DM group, for every 1% increase in latest A1C, the RHI decreased by 0.097 (P = 0.01) after adjusting for age, gender, and type of DM. The RHI of DM patients with latest A1C of < 10% (1.70 ± 0.58) versus those with A1C ≥10% (1.21 ± 0.19) was statistically different (P = 0.02). In the total study population, males had significantly lower RHI (1.28 ± 0.36) when compared to females (1.51 ± 0.46), P = 0.04 but this difference disappeared when considering pubertal status and type of diabetes. CONCLUSIONS: Our data showed that patients with poorly-controlled DM as reflected by latest A1C of ≥ 10% had worse endothelial function as reflected by lower RHI score.

Survey of Saliva Components and Virus Sensors for Prevention of COVID-19 and Infectious Diseases.

The United States Centers for Disease Control and Prevention considers saliva contact the lead transmission means of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), which causes the coronavirus disease 2019 (COVID-19). Saliva droplets or aerosols expelled by heavy breathing, talking, sneezing, and coughing may carry this virus. People in close distance may be exposed directly or indirectly to these droplets, especially those droplets that fall on surrounding surfaces and people may end up contracting COVID-19 after touching the mucosa tissue on their faces. It is of great interest to quickly and effectively detect the presence of SARS-CoV-2 in an environment, but the existing methods only work in laboratory settings, to the best of our knowledge. However, it may be possible to detect the presence of saliva in the environment and proceed with prevention measures. However, detecting saliva itself has not been documented in the literature. On the other hand, many sensors that detect different organic components in saliva to monitor a person's health and diagnose different diseases that range from diabetes to dental health have been proposed and they may be used to detect the presence of saliva. This paper surveys sensors that detect organic and inorganic components of human saliva. Humidity sensors are also considered in the detection of saliva because a large portion of saliva is water. Moreover, sensors that detect infectious viruses are also included as they may also be embedded into saliva sensors for a confirmation of the virus' presence. A classification of sensors by their working principle and the substance they detect is presented. This comparison lists their specifications, sample size, and sensitivity. Indications of which sensors are portable and suitable for field application are presented. This paper also discusses future research and challenges that must be resolved to realize practical saliva sensors. Such sensors may help minimize the spread of not only COVID-19 but also other infectious diseases.

Kidney function in minority children and adolescents with metabolically healthy and unhealthy obesity.

Metabolic syndrome and/or body mass index (BMI) ≥40 kg/m2 are risk factors for kidney function decline in the general population. To compare creatinine (Cr), estimated glomerular filtration rate (eGFR) and blood urea nitrogen (BUN) between minority children and adolescents with metabolically healthy obesity (MHO) and metabolically unhealthy obesity (MUO), a chart review was conducted on subjects aged 4 to 20 years with BMI ≥95th percentile from July 2014 to April 2017. They were stratified into MHO and MUO groups. Cr, eGFR and BUN were studied. Total n = 277: MHO n = 105 vs MUO n = 172. Cr was higher and BUN was lower in MUO whereas eGFR did not differ between the groups. Using general linear model, we found that metabolic status predicted BUN (P = .009) but not Cr or eGFR. When age, sex and Tanner stage matched, BUN, Cr and eGFR were similar between the groups. Higher BUN in MHO could be due to higher dietary protein intake. Subjects were divided into BMI ≥40 vs <40 kg/m2 , BUN and eGFR were not different. A trend towards higher Cr in those with BMI ≥40 kg/m2 (P = .054) was found; the group being older and taller. After age and height matching, all outcomes were not different. Higher Cr was found in those with elevated blood pressures vs the MHO (P = .047). Those with diastolic blood pressure (DBP) ≥90th percentile had higher Cr than those with systolic blood pressure ≥90th percentile (P = .017). Children and adolescents with MUO, and those with BMI ≥40 kg/m2 did not appear to have early diminished kidney function. Higher Cr, although in normal range, occurred in those with abnormal DBP.

Role of Social Factors in Glycemic Control Among African American Children and Adolescents with Type 1 Diabetes.

OBJECTIVE: With the rising incidence of Type 1 diabetes (T1DM), it is important to recognize deficiencies in care and areas of improvement to provide better access to resources and education for T1DM patients. The objective of this study was to recognize social factors and compliance barriers affecting glycated hemoglobin (A1c) level in T1D patients among the minority population. METHODS: A total of 84 T1DM patients, ages 3 to 21 years, 49% males, 87% African American participated in the study. Study questionnaires assessing patient knowledge and other variables were distributed and patient charts were reviewed retrospectively to obtain relevant clinical data. T-tests, one-way ANOVA and spearman correlation were used for analysis. RESULTS: Mean A1c in our study was 10.5% and mean knowledge score was 10.1 out of 14. There was no significant correlation (r = 0.12, p = 0.26) between A1c and patients' knowledge scores. Patients with more frequent blood sugar (BS) monitoring (3-4 times/day) had 2 points lower A1c (9.6 vs 11.6 %, 95% CI 0.2-3.7, p = 0.03) than those with 2 or less times/day. No significant difference in A1c between 3-4 checks/day vs >4 checks/day BS checks. Most patients reported 'forgetfulness' (19%) followed by 'too time consuming' (17.9%) as barriers to daily BS monitoring. There was no significant difference in A1c between pen or pump users (10.5 vs 10.2 %, p = 0.55). Surprisingly, those with home supervision had higher A1c than those without (10.7 vs 9.6 %, p = 0.04) while there was no significant difference between those with or without nurse supervision at school (10.6 vs 9.8 %, p = 0.33). Those reporting happy mood interestingly had higher A1c than those with sad/depressed mood (10.7 vs 9.4 %, p = 0.04). On multiple linear regression analysis, frequency of BS checks, home supervision and mood were the most significant predictors of A1c and altogether explained 20% of the variability in A1c. CONCLUSION: Frequent BS monitoring is associated with lower A1c. Supervision at home and school did not improve A1c, but it was self-reported information. Mood did not affect A1c contrary to that reported in other studies.

Screening for autoimmune thyroiditis and celiac disease in minority children with type 1 diabetes.

BACKGROUND: Hashimoto's thyroiditis (HT) and celiac disease (CD) are commonly associated with type 1 diabetes (T1DM). There is no consensus on screening, however, the American Diabetes Association (ADA) and the International Society for Pediatric and Adolescent Diabetes (ISPAD) recommend testing for thyroid function (TFT), thyroid antibodies and anti-tissue transglutaminase antibodies (TTG) IgA soon after diagnosis. TFT should be repeated every 1-2 years while TTG IgA should be tested for within 2 and 5 years. We hypothesize that the rate of HT and CD in our T1DM children is lower, so screening may need to be revised to reflect their underlying risk. METHODS: An Institutional Review Board (IRB)-approved retrospective chart review was conducted on children with T1DM in the past 10 years. Age, sex, race, A1C, TFT, thyroid and celiac antibodies were obtained. t-Tests, the Wilcoxon-Mann-Whitney test and stepwise regression were performed. RESULTS: Of 222 children with T1DM, with a mean age of 15.8±5.53 years, followed for 6.1±4.0 years, 53% female, mean A1C 11.1±1.9% and 87% African American (AA). Three had Graves' disease (1.3%), three had HT (1.3%) and 97% were euthyroid. TFT were assessed on average every 1.3 years and thyroid antibodies every 2.5 years. Positive thyroid antibody was found in 11%, negative in 57% and unknown in 32%. The positive antibody group had higher mean A1C and TSH. No biopsy confirmed cases of CD (0%) were found when screened every 2.3 years. CONCLUSIONS: The number of individuals who screened positive for hypothyroid HT and CD was lower than expected in our population. Further studies are needed to assess the optimal screening frequency for HT and CD in minority children with T1DM.

A Case of Unusual Clitoromegaly.

BACKGROUND: A mild degree of clitoromegaly can be associated with patients with polycystic ovarian syndrome (PCOS). We describe an unusually significant clitoromegaly in a patient with PCOS. CASE: An 18-year-old nonobese female patient was referred for clitoromegaly. Her genitalia exam showed significant clitoral enlargement with a well-formed glans, clitoris measured at 35 mm for length and 10 mm for width. Pelvic ultrasound showed a left ovarian cyst. Her testosterone level ranged from 28.8 to 64.1 ng/dL (normal: 8.4-48.1 ng/dL) with normal sex hormone binding globulin. Other ovarian hormones were in acceptable ranges. SUMMARY AND CONCLUSION: This case demonstrates the coexistence of significant clitoromegaly, PCOS, and nonfunctioning ovarian cyst.

Metformin Use in Children and Adolescents with Prediabetes.

With the increasing incidence of childhood obesity, clinicians need to understand its comorbidities and their management. The American Diabetes Association recommends pediatricians screen high-risk overweight and obese children. Identifying and treating prediabetic children and adolescents can help to reduce the burden of type 2 diabetes. Lifestyle interventions are pivotal. Metformin is the only oral medication approved for diabetes treatment in children. It has been studied in clinical trials in nondiabetic children and has been shown to have beneficial effects on body weight. Effects on diabetes prevention have not been studied and long-term data are limited in the pediatric population.

Differences between Metabolically Healthy vs Unhealthy Obese Children and Adolescents.

Obesity is on the rise worldwide. An obesity subtype, metabolically healthy obese (MHO), is resilient to unfavorable metabolic and cardiovascular effects. Factors predicting MHO phenotype are not well characterized. We aimed to identify MHO and metabolically unhealthy obese (MUO) children and adolescents with respect to metabolic factors, and to find predictors of MHO subtype. A retrospective chart review was done on children, ages 4-19 years, 99% African-American/Caribbean, with BMI ≥95th %tile. MUO was defined as meeting ≥1 of the following: fasting glucose ≥100 mg/dl, HbA1c >5.6%, BP ≥90th %tile, TG ≥150 mg/dl, or HDL <40 mg/dl. Study included 189 subjects, 37.6% were MHO and 62.4% MUO. MHO subjects were younger (mean ± SD, 11.6 ± 3.3 vs 12.9 ± 3.2 years; p < 0.009) and had lower BMI %tile (98.4 ± 1.4 vs 98.8 ± 2.1; p < 0.04), smaller waist (94.2 ± 15.2 vs 101.4 ± 17 cm; p < 0.003) and hip circumferences (105.3 ± 15.6 vs 113.5 ± 15.4 cm; p < 0.001), lower fasting insulin (18.5 ± 10.2 vs 24.2 ± 14.3 µU/ml; p < 0.022), and lower HOMA-IR (4.1 ± 2.4 vs 5.5 ± 3.6; p < 0.022). Acanthosis nigricans was noted less frequently in MHO than MUO (p < 0.005). In stepwise logistic regression, age and BMI %tile were significant predictors of MHO. We found that 38% of obese children are MHO. They are younger and have lower BMI %tiles. Lifestyle modification initiated at an early age may prevent metabolic abnormalities.

Comparison of A1C to Oral Glucose Tolerance Test for the Diagnosis of Prediabetes in Overweight and Obese Youth.

IN BRIEF This study reports performance of A1C against the oral glucose tolerance test (OGTT) in predicting prediabetes among overweight and obese African-American and Caribbean children. A retrospective chart review was completed for 230 children. Receiver operating characteristic curves were generated to find the predictive performances of different tests against the OGTT. A1C alone is a poor discriminator of prediabetes in our study population, with low sensitivity (70%) and specificity (48.8%). BMI z score, A1C, and homeostatic model assessment of insulin resistance are significant predictors of prediabetes and, when taken together, provide better discrimination for prediabetes.

A Unique Case of Bilateral Hürthle Cell Adenoma in an Adolescent.

BACKGROUND: Hürthle cell (HC) neoplasms are rare among pediatric thyroid cancers. HC adenomas (HCA) are typically benign and localized unilaterally without recurrence, and they are thus treated by hemithyroidectomy. HC carcinomas (HCC) can be bilateral and are more aggressive, necessitating total thyroidectomy. Diagnosis relies upon surgical histopathology demonstrating invasion for classification as HCC or lack of invasion in HCA, since fine needle aspiration fails to differentiate between the two. METHODS: We report a case of a 14-year-old adolescent female with bilateral HCA. She had an initial left hemithyroidectomy for a large nodule measuring 2 × 1.5 × 1.2 cm3 in the left lobe, while smaller subcentimeter nodules remained under surveillance in the right. One year later, a nodule in the right lobe doubled in size, necessitating a right hemithyroidectomy which also revealed HCA. CONCLUSION: To our knowledge, this is the first reported case of bilateral HCA in pediatrics. It highlights the importance of close surveillance of persistent small nodules, even in patients with previously documented benign lesions such as HCA, which are typically thought to be unilateral and localized. Both HCA and HCC remain unpredictable in behavior, and treatment of HCA should be individualized.

Unusual glycogenic hepatopathy causing abnormal liver enzymes in a morbidly obese adolescent with well-controlled type 2 diabetes: resolved after A1c was normalized by metformin.

We report, for the first time, a case of an accumulation of glycogen in the liver causing elevation of liver enzymes in a 15-year-old morbidly obese adolescent male with well-controlled type 2 diabetes. Notably, the patient did not have poorly controlled type 1 diabetes and did not require insulin. After normalization of the A1c with metformin, elevated liver enzymes returned to normal.

Presence of 21-Hydroxylase Antibodies in a Boy with X-Linked Adrenal Hypoplasia Congenita.

BACKGROUND: X-linked adrenal hypoplasia congenita is a rare cause of primary adrenal insufficiency (PAI) in children due to mutations in NR0B1/DAX1 (nuclear receptor subfamily 0, group B, member 1/dosage-sensitive sex reversal-adrenal hypoplasia congenita at the critical region of the X chromosome, gene 1). Another rare cause of PAI in children is autoimmune adrenal disease (AAD) which could be either isolated or as part of autoimmune polyglandular syndrome. Antibody to major auto-antigen, 21-hydroxylase, is highly specific for AAD. METHODS: We report a now 19-month-old male with PAI due to NR0B1 gene mutation and positive adrenal antibodies. Initially, he presented at 15 days of life with isolated hypoaldosteronism which later unfolded into complete PAI. Data analysis was done via retrospective chart review. RESULTS: Genetic analysis of the NR0B1 gene revealed a known hemizygous mutation in c.1069C>T; p.Gln357X. Simultaneously, he was noted to have positive 21-hydroxylase antibodies. CONCLUSION: According to our knowledge, this is the first case in the literature with NR0B1 mutation causing adrenal insufficiency with coexistent positive adrenal antibodies. In addition to his already compromised adrenal function due to NR0B1 mutation, he is now at risk for the development of associated autoimmune conditions requiring close follow-up.

Ambulatory Blood Pressure Monitoring in Lean, Obese and Diabetic Children and Adolescents.

AIM: To determine if children and adolescents who have obesity (Ob) or type 2 diabetes (T2DM) of relatively short duration have impaired cardiovascular function compared with lean subjects using 24-hour ambulatory blood pressure as a surrogate measure of evaluation. METHODS: We enrolled 100 African-Caribbean subjects (45 males/55 females), mean ages 14.4-15.2 years (range 11.8-18.5 years) and Tanner stage 4.2-4.8. Mean BMI for the Ob (n = 40), T2DM (n = 39) and lean (n = 21) groups were 40.3, 34.2 and 20.8, respectively (p < 0.01, Ob and T2DM vs. lean). Mean hemoglobin A1c in lean and Ob was 5.4 and 5.5% compared to 8.8% in T2DM (p < 0.001, T2DM vs. lean and Ob). Ambulatory blood pressure was recorded every 20 min over 24 h using Spacelabs 70207. RESULTS: Mean 24-hour, daytime and nighttime systolic blood pressure was significantly higher in Ob and T2DM compared with lean subjects (mean 24-hour 117 and 120 vs. 109 mm Hg; daytime 121 and 123 vs. 113 mm Hg; and nighttime 109 and 115 vs. 101 mm Hg; p < 0.01 for all time periods). The nocturnal systolic dip in Ob and T2DM did not differ from that of lean, whereas nocturnal diastolic dip decreased significantly in Ob and T2DM compared to lean (11.5 and 10.4 vs. 20.6 mm Hg; p < 0.01). Mean pulse pressure was significantly increased in the Ob and T2DM groups compared to lean subjects (51 and 54 vs. 45 mm Hg; p < 0.01). CONCLUSION: Adolescent Ob and T2DM groups share adverse risk factors, which may be harbingers of adult cardiovascular events.

Type 2 diabetes mellitus in African-American adolescents: impaired beta-cell function in the face of severe insulin resistance.

We have previously demonstrated abnormalities in insulin secretion in adolescents with type 2 diabetes mellitus (DM2) in response to the mixed meal test and to glucagon. In order to further assess beta-cell function in DM2, we measured insulin and C-peptide responses to oral glucose in adolescents with DM2 in comparison to non-diabetic obese and lean adolescents. We studied 20 patients with DM2, 25 obese adolescents with matching body mass index (BMI) (33.8 +/- 1.4 vs 34.3 +/- 1.0 kg/m2), and 12 non-obese control adolescents (BMI 22.6 +/- 0.6 kg/m2). Mean age, sex and sexual maturation did not differ between the three groups. All adolescents with DM2 had negative islet cell antibodies (ICA); five patients were on diet and 15 on insulin treatment. Fasting lipid profiles were determined in all participants. Plasma glucose and serum C-peptide and insulin levels were measured at 0, 30, 60, 90, and 120 min after an oral glucose load. The C-peptide increment (deltaCP) was calculated as peak minus fasting C-peptide. Area under the curve (AUC) was estimated using the trapezoid method. Insulin resistance was estimated using the HOMA model (HOMA-IR). The first phase of insulin secretion (PH1) was computed using a previously published formula. Serum triglyceride levels were significantly higher in the patients with DM2 compared to the non-obese controls (1.4 +/- 0.1 vs 0.9 +/- 0.1 mmol/l; p = 0.02). Plasma glucose AUC was greater in the patients with DM2 compared to the obese and non-obese control groups (1,660 +/- 130 vs 717 +/- 17 vs 647 +/- 14 mmol/l x min; p < 0.0001). ACP was lower in adolescents with DM2 than in obese and non-obese adolescents (761 +/- 132 vs 1,721 +/- 165 vs 1,225 +/- 165 pmol/l; p < 0.001). Insulin AUC was lower in the patients with DM2 compared to obese controls (888 +/- 206 vs 1,606 +/- 166 pmol/l x h; p = 0.009), but comparable to that of the non-obese controls (888 +/- 206 vs 852 +/- 222 pmol/l x h; p = 0.9). Insulin AUC was also higher in the obese than in the non-obese group (p = 0.05). PH1 was significantly higher in the obese group compared to the patients with DM2 as well as to the non-obese controls (2,614 +/- 2,47.9 vs 929.6 +/- 403.5 vs 1,946 +/- 300.6 pmol/l, respectively; p = 0.001). PH1 was also higher in the non-obese controls than in the patients with DM2 (p = 0.05). HOMA-IR was three-fold higher in the patients with DM2 than in the BMI-matched obese group, and five-fold higher than in the lean controls (14.3 +/- 1.2 vs 5.4 +/- 0.8 vs 2.9 +/- 0.4; p = 0.0002). Adolescents with DM2 have dyslipidemia, a significant cardiovascular risk factor. Decreased beta-cell function is characteristic of adolescents with DM2 in the presence of severe insulin resistance.