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1.
Int J STEM Educ ; 11(1): 14, 2024.
Article in English | MEDLINE | ID: mdl-38404757

ABSTRACT

Background: Large introductory lecture courses are frequently post-secondary students' first formal interaction with science, technology, engineering, and mathematics (STEM) disciplines. Grade outcomes in these courses are often disparate across student populations, which, in turn, has implications for student retention. This study positions such disparities as a manifestation of systemic inequities along the dimensions of sex, race/ethnicity, income, and first-generation status and investigates the extent to which they are similar across peer institutions. Results: We examined grade outcomes in a selected set of early STEM courses across six large, public, research-intensive universities in the United States over ten years. In this sample of more than 200,000 STEM course enrollments, we find that course grade benefits increase significantly with the number of systemic advantages students possess at all six institutions. The observed trends in academic outcomes versus advantage are strikingly similar across universities despite the fact that we did not control for differences in grading practices, contexts, and instructor and student populations. The findings are concerning given that these courses are often students' first post-secondary STEM experiences. Conclusions: STEM course grades are typically lower than those in other disciplines; students taking them often pay grade penalties. The systemic advantages some student groups experience are correlated with significant reductions in these grade penalties at all six institutions. The consistency of these findings across institutions and courses supports the claim that inequities in STEM education are a systemic problem, driven by factors that go beyond specific courses or individual institutions. Our work provides a basis for the exploration of contexts where inequities are exacerbated or reduced and can be used to advocate for structural change within STEM education. To cultivate more equitable learning environments, we must reckon with how pervasive structural barriers in STEM courses negatively shape the experiences of marginalized students. Supplementary Information: The online version contains supplementary material available at 10.1186/s40594-024-00474-7.

2.
Article in English | MEDLINE | ID: mdl-36674378

ABSTRACT

Studies would indicate a reduction in hemoglobin A1c levels following moderate and/or vigorous physical activity (PA) for people managing diabetes. However, prior investigations rarely looked at glucose variability in an adolescent population. PURPOSE: The purpose of this investigation was to test the relationship between physical activity intensity levels and glucose variability in a sample of adolescents with type 1 diabetes mellitus, and if the amount of time accumulated for each intensity level is predictive of changes in glucose variability. METHODS: Glucose variability was determined using continuous glucose monitor data and physical activity intensity time was retrieved through Fitabase®. Both glucose and physical activity data were collected over a two-week timeframe. Data analysis was completed using Pearson's correlation and a simple linear regression with a p-value of 0.05 to determine significance. RESULTS: A significant inverse relationship was observed (p = 0.04) between glucose variability and average minutes of daily moderate-intensity activity (r = -0.59), as well as moderate and vigorous physical activity (MVPA) combined (r = -0.86; p = 0.03). A simple linear regression indicated that only MVPA was a significant predictor of glucose variability (ß = -0.12; 95% CI: -0.23--0.01, p = 0.03). CONCLUSION: These data demonstrated that the total amount of daily physical activity is important when properly managing type 1 diabetes mellitus, but time spent in MVPA over two weeks may have an inverse relationship with glucose variability in children and adolescents over a span of two weeks.


Subject(s)
Diabetes Mellitus, Type 1 , Humans , Adolescent , Child , Glucose , Exercise , Blood Glucose/analysis , Glycated Hemoglobin
3.
J Diabetes Sci Technol ; : 19322968221120433, 2022 Sep 01.
Article in English | MEDLINE | ID: mdl-36047647

ABSTRACT

BACKGROUND: Continuous glucose monitors (CGMs) are widely used for individuals with diabetes mellitus, particularly those with type 1 diabetes (T1D). Advancements in CGM technology allow for glycemic assessment without capillary glucose measurements as many come factory calibrated. However, exercise, an essential component of diabetes care, has been reported to alter accuracy of earlier generation CGM. Considering the importance of physical activity for individuals with T1D and the progression of CGM technology, we aimed to investigate the accuracy of the Dexcom G6 during physical activity. METHODS: Adolescents (ages 13-20 years) exercised on a treadmill for 40 minutes, with a 10-minute break at minute 20. We obtained paired CGM and glucometer measurements before and every 10 minutes during and after exercise. Accuracy analysis was determined by mean absolute relative difference (MARD), mean absolute difference (MAD), and Clarke Error Grid Analyses. RESULTS: Mean absolute relative difference and MAD increased during exercise (14%-33% and 24.3-34 mg/dL) but improved after exercise. We noted certain CGM locations produced greater changes in accuracy as MARD and MAD increased markedly when the CGM was on the buttocks (18%-46% and 30-41 mg/dL). We also noted decreased odds of Zone A in the Clarke error grid when the CGM was on the buttocks compared to the abdomen (odds ratio [OR]: 0.146; P = 0.0003; 95% CI = 0.052-0.415). CONCLUSIONS: This CGM system showed alterations in accuracy during exercise. Our findings additionally suggest interstitial fluid changes in muscles during exercise alter accuracy of CGM; however, additional research is required.

4.
NPJ Sci Learn ; 7(1): 20, 2022 Aug 29.
Article in English | MEDLINE | ID: mdl-36038565

ABSTRACT

Social-psychological interventions have raised the learning and performance of students in rigorous efficacy trials. Yet, after they are distributed "in the wild" for students to self-administer, there has been little research following up on their translational effectiveness. We used cutting-edge educational technology to tailor, scale up, and track a previously-validated Strategic Resource Use intervention among 12,065 college students in 14 STEM and Economics classes. Students who self-administered this "Exam Playbook" benefitted by an average of 2.17 percentage points (i.e., a standardized effect size of 0.18), compared to non-users. This effect size was 1.65 percentage points when controlling for college entrance exam scores and 1.75 [-1.88] for adding [dropping] the Exam Playbook in stratified matching analyses. Average benefits differed in magnitude by the conduciveness of the class climate (including peer norms and incentives), gender, first-generation status, as well as how often and how early they used the intervention. These findings on how, when, and who naturally adopts these resources address a need to improve prediction, translation, and scalability of social-psychological intervention benefits.

5.
Article in English | MEDLINE | ID: mdl-35564936

ABSTRACT

Assessing maximal oxygen uptake (VO2 max) is generally considered safe when performed properly for most adolescents; however, for adolescents with type 1 diabetes mellitus (T1DM), monitoring glucose levels before and after exercise is critical to maintaining euglycemic ranges. Limited guidance exists for glucose level recommendations for the pediatric population; therefore, the purpose of this retrospective clinical chart review study was to determine the effects of VO2 max testing on blood glucose levels for adolescents with T1DM. A total of 22 adolescents (mean age = 15.6 ± 1.8 years; male = 13, 59.1%) with a diagnosis of T1DM participated in a Bruce protocol for VO2 max from January 2019 through February 2020. A statistically significant reduction in glucose levels between pretest (<30 min, mean = 191.1 mg/dL ± 61.2) and post-test VO2 max (<5 min, mean = 166.7 mg/dL ± 57.9); t(21) = 2.3, p < 0.05) was detected. The results from this current study can help guide health and fitness professionals in formulating glycemic management strategies in preparatory activities prior to exercise testing and during exercise testing.


Subject(s)
Diabetes Mellitus, Type 1 , Adolescent , Blood Glucose , Child , Exercise Test/methods , Humans , Male , Oxygen , Oxygen Consumption , Retrospective Studies
6.
Article in English | MEDLINE | ID: mdl-34682355

ABSTRACT

Current technology commonly utilized in diabetes care includes continuous glucose monitors (CGMs) and insulin pumps. One often overlooked critical component to the human glucose response is daily physical activity habits. Consumer-based activity monitors may be a valid way for clinics to collect physical activity data, but whether or not children with type 1 diabetes (T1D) would wear them or use the associated mobile application is unknown. Therefore, the purpose of this study was to test the feasibility of implementing a consumer-based accelerometer directly into ongoing care for adolescents managing T1D. METHODS: Adolescents with T1D were invited to participate in this study and instructed to wear a mobile physical activity monitor while also completing a diet log for a minimum of 3 days. Clinical compliance was defined as the number of participants who were compliant with all measures while also having adequate glucose recordings using either a CGM, insulin pump, or on the diet log. Feasibility was defined as >50% of the total sample reaching clinical compliance. RESULTS: A total of 57 children and teenagers between the ages of 7 and 19 agreed to participate in this study and were included in the final analysis. Chi-square results indicated significant compliance for activity tracking (p < 0.001), diet logs (p = 0.04), and overall clinical compliance (p = 0.04). CONCLUSION: More than half the children in this study were compliant for both activity monitoring and diet logs. This indicates that it is feasible for children with T1D to wear a consumer-based activity monitor while also recording their diet for a minimum of three days.


Subject(s)
Diabetes Mellitus, Type 1 , Adolescent , Adult , Blood Glucose , Blood Glucose Self-Monitoring , Child , Diabetes Mellitus, Type 1/drug therapy , Feasibility Studies , Humans , Insulin Infusion Systems , Young Adult
7.
Article in English | MEDLINE | ID: mdl-34299946

ABSTRACT

PURPOSE: To determine associations between physical activity (PA) and sport participation on HbA1c levels in children with type 1 diabetes (T1D). METHOD: Pediatric patients with T1D were invited to complete a PA and sport participation survey. Data were linked to their medical records for demographic characteristics, diabetes treatment and monitoring plans, and HbA1c levels. RESULTS: Participants consisted of 71 females and 81 males, were 13 ± 3 years old with an average HbA1c level of 8.75 ± 1.81. Children accumulating 60 min of activity 3 days or more a week had significantly lower HbA1c compared to those who accumulated less than 3 days (p < 0.01) of 60 min of activity. However, there was no significant difference in HbA1c values based on sport participation groups. A multiple linear regression model indicated that PA, race, age, duration of diagnosis, and CGM use all significantly predicted HbA1c (p < 0.05). CONCLUSION: This study demonstrated the significant relationship between daily PA and HbA1c. Those in this sample presented with lower HbA1c values even if accumulating less than the recommended number of days of activity. Further, it was shown that sport participation alone may not be adequate enough to impact HbA1c in a similar manner.


Subject(s)
Diabetes Mellitus, Type 1 , Sports , Adolescent , Child , Diabetes Mellitus, Type 1/epidemiology , Exercise , Female , Glycated Hemoglobin , Humans , Male , Surveys and Questionnaires
8.
Int J Mol Sci ; 22(5)2021 Mar 03.
Article in English | MEDLINE | ID: mdl-33802562

ABSTRACT

VTRNA2-1 is a metastable epiallele with accumulating evidence that methylation at this region is heritable, modifiable and associated with disease including risk and progression of cancer. This study investigated the influence of genetic variation and other factors such as age and adult lifestyle on blood DNA methylation in this region. We first sequenced the VTRNA2-1 gene region in multiple-case breast cancer families in which VTRNA2-1 methylation was identified as heritable and associated with breast cancer risk. Methylation quantitative trait loci (mQTL) were investigated using a prospective cohort study (4500 participants with genotyping and methylation data). The cis-mQTL analysis (334 variants ± 50 kb of the most heritable CpG site) identified 43 variants associated with VTRNA2-1 methylation (p < 1.5 × 10-4); however, these explained little of the methylation variation (R2 < 0.5% for each of these variants). No genetic variants elsewhere in the genome were found to strongly influence VTRNA2-1 methylation. SNP-based heritability estimates were consistent with the mQTL findings (h2 = 0, 95%CI: -0.14 to 0.14). We found no evidence that age, sex, country of birth, smoking, body mass index, alcohol consumption or diet influenced blood DNA methylation at VTRNA2-1. Genetic factors and adult lifestyle play a minimal role in explaining methylation variability at the heritable VTRNA2-1 cluster.


Subject(s)
DNA Methylation/genetics , MicroRNAs/genetics , Polymorphism, Single Nucleotide/genetics , Aged , Breast Neoplasms/genetics , Case-Control Studies , CpG Islands/genetics , Female , Genome-Wide Association Study/methods , Humans , Male , Middle Aged , Prospective Studies , Quantitative Trait Loci/genetics
9.
Psychol Sex Orientat Gend Divers ; 7(1): 66-75, 2020 Mar.
Article in English | MEDLINE | ID: mdl-33855103

ABSTRACT

Some healthcare providers work with gender expansive youth, and preliminary evidence notes that many of these youth do not disclose their gender identity to all of their healthcare providers. No previous research focused on youth has explored gender identity disclosure to healthcare providers, nor linked youth disclosure to negative mental health outcomes (e.g., symptoms of depression). Data were drawn from the LGBTQ National Teen Survey in order to test the relationship between gender identity disclosure, symptoms of depression, and self-esteem among 5,637 13- to 17-year old (M age = 15.6) participants who identified as transgender boys, transgender girls, non-binary youth who were assigned female at birth (AFAB), or assigned male non-binary youth who were assigned male at birth (AMAB). Transgender boys reported the highest symptoms of depression and the lowest levels of self-esteem in comparison to other groups. Among the full sample, 66.8% had not disclosed their gender identity healthcare providers-non-binary AMAB youth were least likely to disclose (77.6%). Symptoms of depression were the highest and self-esteem was the lowest for transgender boys with mixed levels of disclosure. Transgender girls reported the lowest symptoms of depression - these youth had also disclosed their identities the most. Findings suggest that mixed disclosure to healthcare providers is problematic for gender expansive youth, especially transgender boys. Findings suggest a need to better prepare health professionals to understand not all gender expansive youth may feel comfortable disclosing their gender identities in medical contexts. Future research should explore gender affirmative healthcare as a potential protective factor in combatting negative mental health outcomes.

10.
LGBT Health ; 7(1): 37-46, 2020 01.
Article in English | MEDLINE | ID: mdl-31755811

ABSTRACT

Purpose: We examined how substance use differed as a function of sex assigned at birth and gender identity (cisgender, transgender, or nonbinary/genderqueer) by type of substance. We sought to test whether current gender identity and sex assigned at birth were key factors in substance use among a large contemporary sample that included transgender and nonbinary/genderqueer adolescents. Methods: We analyzed data from a large national U.S. sample of sexual and gender minority (SGM) adolescents (n = 11,129) collected between April and December 2017. Chi-square tests of independence were used to test whether substance use behaviors varied by sex assigned at birth and gender identity. A series of multivariate logistic regression models tested the odds of substance use by sex assigned at birth and gender identity, as well as the interaction between sex assigned at birth and gender identity. Results: More than half of our sample reported lifetime alcohol use, and one-fourth of the sample reported lifetime marijuana use. Adolescents assigned male at birth had higher prevalence of substance use compared with adolescents assigned female at birth (AFAB). Multivariate models elucidated greater risk for most substance use outcomes for transgender adolescents compared with cisgender adolescents. We found significant interaction effects between gender identity and sex assigned at birth for recent alcohol use and lifetime and recent cigarette use among adolescents AFAB. Conclusions: These findings have implications for stakeholders who develop nationally representative surveys, researchers who examine substance use disparities among SGM adolescents, and mental health professionals who treat underage substance use among vulnerable populations.


Subject(s)
Sexual and Gender Minorities/psychology , Substance-Related Disorders/epidemiology , Adolescent , Female , Gender Identity , Humans , Male , Sex Determination Analysis , Sexual and Gender Minorities/statistics & numerical data , United States/epidemiology
12.
Ann Transl Med ; 5(6): 137, 2017 Mar.
Article in English | MEDLINE | ID: mdl-28462217

ABSTRACT

An 83-year-old female was treated with mastectomy and postoperative radiotherapy for breast cancer 30 years prior to developing a new small patch of thickening and scaliness on her left upper back, within the previous radiotherapy field. Serial excision biopsies revealed this to be a lymphangioendothelioma with no suggestion of malignancy. In early 2006 the lesion began to enlarge and take on a more erythematous plaque-like appearance. She was reviewed by a specialist dermatologist and an excision biopsy revealed a low-grade cutaneous angiosarcoma; this was approximately 38 years after radiotherapy to this region, the longest reported period between irradiation and in-field angiosarcoma development (the previous being 16 years). To our knowledge, this is the first case of post-radiotherapy angiosarcoma with a diagnosed precursor lesion. The lesion was treated with surgical excision and adjuvant radiotherapy. After further in- and out of- field recurrences, low dose radiotherapy elicited a surprisingly rapid and complete response within the treated areas; this was unusual in that these tumours are characteristically radiation-resistant. The radiosensitive case we report here raises the possibility that radiation should be more widely considered in the therapy of this disease. Methods of treatment of this rare malignancy are discussed.

13.
Ann Transl Med ; 5(5): 94, 2017 Mar.
Article in English | MEDLINE | ID: mdl-28361059

ABSTRACT

BACKGROUND: Understanding the basis of clinical radiosensitivity is a key goal of radiation research. In this study, we used the limiting dilution assay (LDA) to analyze in vitro radiosensitivity of cell lines from individuals with breast and other cancers, who had been treated with ionizing radiation, and who either had a non-radiosensitive (RS) radiation response or who were clinically RS. METHODS: Lymphoblastoid cell lines (LCLs) were created from 29 cancer patients including 19 RS patients, 10 controls who had not developed severe normal tissue reactions, and 1 ataxia telangiectasia RS control cell line. The clinically RS patients had grade 3 or grade 4 reactions; one had a grade 2 reaction. All cells were exposed to graded doses of gamma-radiation in vitro and cell survival assessed via LDA. Cell survival was expressed on non-linear regression analysis-fitted survival curves and also as the surviving fraction at 2 Gray (Gy) (SF2). RESULTS: Our LDA analysis yielded two notable positive results. Firstly, it could distinguish control cells from cells from pooled breast cancer cases with severe reactions of all types (acute reactors, consequential late reactors and late reactors). Secondly, two radiosensitivity outliers were detected on the fitted curves, corresponding clinically to grade 3 and 4 late radiation reactions in breast and head and neck cancer cases respectively. The assay showed considerable cell survival heterogeneity. CONCLUSIONS: The LDA as used here may provide unique clinical utility in detecting potential RS breast cancer patients prior to radiotherapy (RT), a form of personalized medicine. The assay may be especially useful in situations where its results can be temporally available prior to therapy initiation (e.g., those patients not undergoing RT until some months after surgery, typically those having adjuvant chemotherapy prior to RT). Two LCLs from RS outliers could potentially yield insight into the cellular and/or genetic basis of radiosensitivity, for example by undertaking genomic analyses on these cell lines.

14.
Ann Transl Med ; 5(5): 96, 2017 Mar.
Article in English | MEDLINE | ID: mdl-28361061

ABSTRACT

BACKGROUND: Clinical radiosensitivity is a significant impediment to tumour control and cure, in that it restricts the total doses which can safely be delivered to the whole radiotherapy population, within the tissue tolerance of potentially radiosensitive (RS) individuals. Understanding its causes could lead to personalization of radiotherapy. METHODS: We screened tissues from a unique bank of RS cancer patients for expression defects in major DNA double-strand break repair proteins, using Western blot analysis and subsequently reverse-transcriptase polymerase chain reaction and pulsed-field gel electrophoresis. RESULTS: We hypothesized that abnormalities in expression of these proteins may explain the radiosensitivity of some of our cancer patients. The cells from one patient showed a reproducibly consistent expression reduction in two complex-forming DNA double-strand break repair protein components (DNA Ligase IV and XRCC4). We also showed a corresponding reduction in both gene products at the mRNA level. Additionally, the mRNA inducibility by ionizing radiation was increased for one of the proteins in the patient's cells. We confirmed the likely functional significance of the non-homologous end-joining (NHEJ) expression abnormalities with a DNA double strand break (DNA DSB) repair assay. CONCLUSIONS: We have identified a novel biological phenotype linked to clinical radiosensitivity. This is important in that very few molecular defects are known in human radiotherapy subjects. Such knowledge may contribute to the understanding of radiation response mechanisms in cancer patients and to personalization of radiotherapy.

16.
PLoS One ; 10(9): e0137001, 2015.
Article in English | MEDLINE | ID: mdl-26352403

ABSTRACT

Large introductory courses are at a disadvantage in providing personalized guidance and advice for students during the semester. We introduce E2Coach (an Expert Electronic Coaching system), which allows instructors to personalize their communication with thousands of students. We describe the E2Coach system, the nature of the personalized support it provides, and the features of the students who did (and did not) opt-in to using it during the first three terms of its use in four introductory physics courses at the University of Michigan. Defining a 'better-than-expected' measure of performance, we compare outcomes for students who used E2Coach to those who did not. We found that moderate and high E2Coach usage was associated with improved performance. This performance boost was prominent among high users, who improved by 0.18 letter grades on average when compared to nonusers with similar incoming GPAs. This improvement in performance was comparable across both genders. E2Coach represents one way to use technology to personalize education at scale, contributing to the move towards individualized learning that is becoming more attainable in the 21st century.


Subject(s)
Achievement , Learning , Physics/education , Students , Universities , Computers , Curriculum , Educational Measurement , Humans
17.
J Microbiol Biol Educ ; 16(2): 138-47, 2015 Dec.
Article in English | MEDLINE | ID: mdl-26753021

ABSTRACT

Understanding course climate is important for improving students' experiences and increasing the likelihood of their persistence in STEM fields. This study presents climate survey results from 523 students taking introductory biology at the University of Michigan. Principal component analysis revealed that a student's climate experience is comprised of five main elements: comfort, school avoidance, relationship to course, academic stress, and discomfort. Of these climate factors, comfort, school avoidance, and relationship to course were significant predictors of course satisfaction, and academic stress was a significant predictor of persistence. The results indicated the importance of a positive climate that is facilitated by the instructor in order to promote a positive student experience. Climate may be an important metric for institutions to track across time and course.

18.
Nature ; 426(6968): 810-2, 2003 Dec 18.
Article in English | MEDLINE | ID: mdl-14685230

ABSTRACT

Gravitational lensing is a powerful tool for the study of the distribution of dark matter in the Universe. The cold-dark-matter model of the formation of large-scale structures (that is, clusters of galaxies and even larger assemblies) predicts the existence of quasars gravitationally lensed by concentrations of dark matter so massive that the quasar images would be split by over 7 arcsec. Numerous searches for large-separation lensed quasars have, however, been unsuccessful. All of the roughly 70 lensed quasars known, including the first lensed quasar discovered, have smaller separations that can be explained in terms of galaxy-scale concentrations of baryonic matter. Although gravitationally lensed galaxies with large separations are known, quasars are more useful cosmological probes because of the simplicity of the resulting lens systems. Here we report the discovery of a lensed quasar, SDSS J1004 + 4112, which has a maximum separation between the components of 14.62 arcsec. Such a large separation means that the lensing object must be dominated by dark matter. Our results are fully consistent with theoretical expectations based on the cold-dark-matter model.

19.
J Gen Psychol ; 107(1): 47-49, 1982 Jul.
Article in English | MEDLINE | ID: mdl-28143376

ABSTRACT

In an investigation of the effects of sex of the S, sex of the E, and verbal reinforcement condition on serial digit learning 60 male and 60 female Ss were randomly and equally assigned to one of two male or two female Es. An equal number of Ss participated in conditions of reward, punishment, or neutral treatment. There were no significant differences found. Results are compared to previous learning studies that utilized verbal material.

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