Jinyu Xu
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Jinyu Xu has a total of 24 co-authors. Here are the top co-authors by number of shared publications:
- Ihuoma U. Eneli
Center for Healthy Weight and Nutrition, Nationwide Children's Hospital, Columbus, Ohio, USA
5 shared publications - Keeley J. Pratt
Department of Human Sciences, The Ohio State University, Columbus, Ohio, USA
4 shared publications - Marnie Walston
Department of Pediatrics, Akron Children’s Hospital, Akron, OH 43210, USA
2 shared publications - Rosanna P. Watowicz
School of Medicine, Case Western Reserve University, Cleveland, USA
2 shared publications - Alastair S. Garfield
Rectify Pharmaceuticals, Cambridge, MA, USA
1 shared publication - Alexis Tindall
Center for Healthy Weight and Nutrition, Nationwide Children’s Hospital, Columbus, OH 43205, USA
1 shared publication
Latest Publications
- 1 March 2025
- Published by SAGE Publications in Childhood Obesity
- Vol. 21 (2) , 148-156
Neighborhood Environment and Longitudinal Follow-Up of Glycosylated Hemoglobin for Youth with Overweight or Obesity
Background: Neighborhood environment, which includes multiple social drivers of health, has been associated with a higher incidence of chronic conditions in adult cohorts. We examine if neighborhood environment is associated with glycosylated hemoglobin (HbA1c) and body mass index (BMI) as a percentage of the 95th percentile (BMIp95) for youth with overweight and obesity. Methods: Cohort study using electronic health record data from a large Midwestern Children’s Hospital. Youth aged 8–16 years qualified for the study with a documented BMI ≥ 85th percentile and two HbA1c test results between January 1, 2017, and December 31, 2019. Neighborhood environment was measured using area deprivation index (ADI). Results: Of the 1,309 youth that met eligibility, mean age was 14.0 ± 3.2 years, 58% female, 48% Black, and 39% White. At baseline, the average (SD) of BMIp95 was 126.1 (26.14) and HbA1c5.4 (0.46). 670 (51%) lived in a more deprived (MD) area. The median time to follow-up was 15-months. Youth that lived in a MD area had a significantly higher follow-up HbA1c (β = 0.034, p = 0.03, 95% confidence interval [CI]: [0.00, 0.06]) and BMIp95 (β = 1.283, p = 0.03, 95% CI: [0.13, 2.44]). An increase in BMIp95 was associated with worse HbA1c for most youth that lived in a MD area. Conclusions: Youth that lived in an MD area had a small but statistically significant higher level of HbA1c and BMIp95 at follow-up. Public health surveillance systems should include ADI as a risk factor for longitudinal progression of cardiometabolic diseases.
- 1 March 2025
- Published by SAGE Publications in Childhood Obesity
- Vol. 21 (2) , 148-156
Neighborhood Environment and Longitudinal Follow-Up of Glycosylated Hemoglobin for Youth with Overweight or Obesity
Background: Neighborhood environment, which includes multiple social drivers of health, has been associated with a higher incidence of chronic conditions in adult cohorts. We examine if neighborhood environment is associated with glycosylated hemoglobin (HbA1c) and body mass index (BMI) as a percentage of the 95th percentile (BMIp95) for youth with overweight and obesity. Methods: Cohort study using electronic health record data from a large Midwestern Children’s Hospital. Youth aged 8–16 years qualified for the study with a documented BMI ≥ 85th percentile and two HbA1c test results between January 1, 2017, and December 31, 2019. Neighborhood environment was measured using area deprivation index (ADI). Results: Of the 1,309 youth that met eligibility, mean age was 14.0 ± 3.2 years, 58% female, 48% Black, and 39% White. At baseline, the average (SD) of BMIp95 was 126.1 (26.14) and HbA1c5.4 (0.46). 670 (51%) lived in a more deprived (MD) area. The median time to follow-up was 15-months. Youth that lived in a MD area had a significantly higher follow-up HbA1c (β = 0.034, p = 0.03, 95% confidence interval [CI]: [0.00, 0.06]) and BMIp95 (β = 1.283, p = 0.03, 95% CI: [0.13, 2.44]). An increase in BMIp95 was associated with worse HbA1c for most youth that lived in a MD area. Conclusions: Youth that lived in an MD area had a small but statistically significant higher level of HbA1c and BMIp95 at follow-up. Public health surveillance systems should include ADI as a risk factor for longitudinal progression of cardiometabolic diseases.
- Open Access
Quantity, Duration, Adherence, and Reasons for Dietary Supplement Use among Adults: Results from NHANES 2011–2018
Dietary supplement use is common among US adults. We aimed to investigate the quantity, duration, adherence, and reasons for supplement use in individuals who take supplements. Data from 2011 to 2018 from the National Health and Nutrition Examination Survey (NHANES) dataset were analyzed. Four cycles of data were combined to estimate these outcomes. Results are presented as overall group and by subgroups. All analyses were weighted to be nationally representative. The Taylor Series Linearization approach was used to generate variance estimates. A total of 12,529 participants were included. Over 70% of these individuals reported taking more than one unit of dietary supplements daily. Notably, approximately 40% had been taking supplements for more than five years and about 67% were highly adherent to at least one supplement. However, only 26.9% of these supplements were taken following a doctor’s recommendation. The primary reasons for dietary supplements intake included improving overall health (37.2%), maintaining health (34.7%), bone health (21.4%), and diet supplementation (20.3%). Our findings indicate that most participants proactively used multiple dietary supplements focused on self-managed health and prevention, with substantial dedication to long-term use and high adherence. Healthcare professionals should play a more active role in guiding such behaviors to optimize the health outcomes of dietary supplement users across the United States.
Open AccessQuantity, Duration, Adherence, and Reasons for Dietary Supplement Use among Adults: Results from NHANES 2011–2018
Dietary supplement use is common among US adults. We aimed to investigate the quantity, duration, adherence, and reasons for supplement use in individuals who take supplements. Data from 2011 to 2018 from the National Health and Nutrition Examination Survey (NHANES) dataset were analyzed. Four cycles of data were combined to estimate these outcomes. Results are presented as overall group and by subgroups. All analyses were weighted to be nationally representative. The Taylor Series Linearization approach was used to generate variance estimates. A total of 12,529 participants were included. Over 70% of these individuals reported taking more than one unit of dietary supplements daily. Notably, approximately 40% had been taking supplements for more than five years and about 67% were highly adherent to at least one supplement. However, only 26.9% of these supplements were taken following a doctor’s recommendation. The primary reasons for dietary supplements intake included improving overall health (37.2%), maintaining health (34.7%), bone health (21.4%), and diet supplementation (20.3%). Our findings indicate that most participants proactively used multiple dietary supplements focused on self-managed health and prevention, with substantial dedication to long-term use and high adherence. Healthcare professionals should play a more active role in guiding such behaviors to optimize the health outcomes of dietary supplement users across the United States.
- 6 April 2022
- Published by Wiley in Clinical Obesity
- Vol. 12 (3) , e12522
Change in weight category among youth early in the COVID‐19 pandemic
Summary: Remote learning and shelter‐in‐place orders during the COVID‐19 pandemic are associated with obesity risk factors such as decreased physical activity, altered routines and sleep schedules, increased screen time, and non‐nutritious food choices. The objective of this brief report is to describe change in weight category 3–6 months after the onset of the pandemic in a cohort of 4509 low‐income youth. Inclusion criteria were youth aged 2–17 years with weight and height measure in a large primary care network between 1 January and 30 March 2020 (Q1), designated as pre‐COVID period; and 1 June–30 September 2020, (Q3), as early‐COVID period. Change in weight category was assessed between Q1 and Q3. Adjusting for visit type and time lapse, logistic regression was conducted to examine the association between weight category change and age, sex, and race/ethnicity. The proportion of youth with overweight or obesity increased from 37.8% to 44.6%; and declined by 5.6% in the healthy weight category. Over the 3–6 month period, 23.1% of youth gained ≥5 kg, 4.3% gained ≥10 kg, and 17.8% increased their BMI by ≥2 units. Among underweight youth, 45.3% switched to the healthy weight category, with a median weight gain of 2.1 kg (interquartile range [IQR] = 2.1 kg). Median weight gain was highest among those youth with severe obesity (5.8 kg, IQR = 5.2 kg). Younger age (2–9 years), female and ethnic‐minority youth were more likely to change to a higher/worse weight category. Significant weight gain occurred in the first 3–6 months of the pandemic among low‐income youth, reflecting the short‐term effects of the pandemic.
- 6 April 2022
- Published by Wiley in Clinical Obesity
- Vol. 12 (3) , e12522
Change in weight category among youth early in the COVID‐19 pandemic
Summary: Remote learning and shelter‐in‐place orders during the COVID‐19 pandemic are associated with obesity risk factors such as decreased physical activity, altered routines and sleep schedules, increased screen time, and non‐nutritious food choices. The objective of this brief report is to describe change in weight category 3–6 months after the onset of the pandemic in a cohort of 4509 low‐income youth. Inclusion criteria were youth aged 2–17 years with weight and height measure in a large primary care network between 1 January and 30 March 2020 (Q1), designated as pre‐COVID period; and 1 June–30 September 2020, (Q3), as early‐COVID period. Change in weight category was assessed between Q1 and Q3. Adjusting for visit type and time lapse, logistic regression was conducted to examine the association between weight category change and age, sex, and race/ethnicity. The proportion of youth with overweight or obesity increased from 37.8% to 44.6%; and declined by 5.6% in the healthy weight category. Over the 3–6 month period, 23.1% of youth gained ≥5 kg, 4.3% gained ≥10 kg, and 17.8% increased their BMI by ≥2 units. Among underweight youth, 45.3% switched to the healthy weight category, with a median weight gain of 2.1 kg (interquartile range [IQR] = 2.1 kg). Median weight gain was highest among those youth with severe obesity (5.8 kg, IQR = 5.2 kg). Younger age (2–9 years), female and ethnic‐minority youth were more likely to change to a higher/worse weight category. Significant weight gain occurred in the first 3–6 months of the pandemic among low‐income youth, reflecting the short‐term effects of the pandemic.
- Open Access
- 1 January 2021
- Published by SAGE Publications in Global Pediatric Health
- Vol. 8
On a Different Page! Perceptions on the Onset, Diagnosis, and Management of Type 2 Diabetes Among Adolescent Patients, Parents, and Physicians
To examine perceptions about the diagnostic process and post-diagnosis care of type 2 diabetes (T2D) from adolescent patients, parents, and diabetes care physicians, semi-structured interviews were conducted with 8 individuals from each group. Interview transcripts were coded using content analysis. Emerged categories were compared among 3 groups. Half of adolescent patients and parents were surprised by the T2D diagnosis, despite most reporting that patients experienced common symptoms of T2D prior to diagnosis. Adolescents and parents recognized diet, exercise, and weight gain as risk factors after diagnosis, whereas physicians noted weight gain as a common risk factor pre-diagnosis. All 3 groups noted the importance of maintaining a healthy lifestyle and adherence to T2D management, though physicians noted the challenges from socioeconomic structural inequalities. Adolescent and parents were surprised by the T2D diagnosis, suggesting the need for increasing awareness of risk factors and symptomatology of T2D among at-risk adolescents and parents.
- 1 January 2021
- Published by SAGE Publications in Global Pediatric Health
- Vol. 8
Open AccessOn a Different Page! Perceptions on the Onset, Diagnosis, and Management of Type 2 Diabetes Among Adolescent Patients, Parents, and Physicians
To examine perceptions about the diagnostic process and post-diagnosis care of type 2 diabetes (T2D) from adolescent patients, parents, and diabetes care physicians, semi-structured interviews were conducted with 8 individuals from each group. Interview transcripts were coded using content analysis. Emerged categories were compared among 3 groups. Half of adolescent patients and parents were surprised by the T2D diagnosis, despite most reporting that patients experienced common symptoms of T2D prior to diagnosis. Adolescents and parents recognized diet, exercise, and weight gain as risk factors after diagnosis, whereas physicians noted weight gain as a common risk factor pre-diagnosis. All 3 groups noted the importance of maintaining a healthy lifestyle and adherence to T2D management, though physicians noted the challenges from socioeconomic structural inequalities. Adolescent and parents were surprised by the T2D diagnosis, suggesting the need for increasing awareness of risk factors and symptomatology of T2D among at-risk adolescents and parents.
- Open Access
- 12 September 2019
- Published by MDPI AG in International Journal of Environmental Research and Public Health
- Vol. 16 (18) , 3385
Adolescents’ and Parents’ Perspectives of a Revised Protein-Sparing Modified Fast (rPSMF) for Severe Obesity
The purpose of this pilot study was to assess the acceptability to adolescents (11–18 years old) and their parents using a revised protein-sparing modified fast (rPSMF) for 12 months as an intervention for severe obesity in a tertiary pediatric weight management clinic (PWMC). To assess acceptability (satisfaction, confidence) with the rPSMF protocol, surveys were completed by adolescents and parents at baseline, 1, 3, 6, and 12 months, with adolescent height and weight measured. Analyses were conducted to assess differences in satisfaction and confidence based on adolescent response (weight loss) and adherence to the rPSMF. Adolescents’ adherence with the rPSMF was close to 50% in the first 3 months, but dropped to 14.7% at 6 months. Adolescents were most confident with choosing low carbohydrate foods at baseline. Over 12 months, adolescents and parents reported weight loss as “the most liked” part of the rPSMF. Adolescents who were adherent were more satisfied with their weight loss than their non-adherent peers. Parents and adolescents reported lack of food variety and difficulty following the protocol as challenges with the rPSMF. Adolescents and their parents were able to follow the rPSMF protocol, with weight loss, but with decreased adherence over time.
- 12 September 2019
- Published by MDPI AG in International Journal of Environmental Research and Public Health
- Vol. 16 (18) , 3385
Open AccessAdolescents’ and Parents’ Perspectives of a Revised Protein-Sparing Modified Fast (rPSMF) for Severe Obesity
The purpose of this pilot study was to assess the acceptability to adolescents (11–18 years old) and their parents using a revised protein-sparing modified fast (rPSMF) for 12 months as an intervention for severe obesity in a tertiary pediatric weight management clinic (PWMC). To assess acceptability (satisfaction, confidence) with the rPSMF protocol, surveys were completed by adolescents and parents at baseline, 1, 3, 6, and 12 months, with adolescent height and weight measured. Analyses were conducted to assess differences in satisfaction and confidence based on adolescent response (weight loss) and adherence to the rPSMF. Adolescents’ adherence with the rPSMF was close to 50% in the first 3 months, but dropped to 14.7% at 6 months. Adolescents were most confident with choosing low carbohydrate foods at baseline. Over 12 months, adolescents and parents reported weight loss as “the most liked” part of the rPSMF. Adolescents who were adherent were more satisfied with their weight loss than their non-adherent peers. Parents and adolescents reported lack of food variety and difficulty following the protocol as challenges with the rPSMF. Adolescents and their parents were able to follow the rPSMF protocol, with weight loss, but with decreased adherence over time.
- Open Access
- 23 August 2019
- Published by MDPI AG in International Journal of Environmental Research and Public Health
- Vol. 16 (17) , 3061
Using a Revised Protein-Sparing Modified Fast (rPSMF) for Children and Adolescents with Severe Obesity: A Pilot Study
Treatment options are limited for children and adolescents with severe obesity. One alternative treatment is the protein-sparing modified fast (PSMF), a low-carbohydrate, high-protein diet that can result in substantial weight loss. The aim of the study is to evaluate the adherence and efficacy of a revised PSMF (rPSMF) for severe obesity in a pediatric tertiary care weight-management program. The rPSMF with 1200–1800 calories, 40–60 g of carbohydrate/day and 1.2–1.5 g protein/kg of ideal bodyweight was implemented over 12 months. Twenty-one participants enrolled in the study. Mean age 16.2 ± 1.4 years, females (76.2%) and mean weight at baseline was 119 ± 19.9 kg. Regardless of adherence to the rPSMF, the mean weight change at 1 month was −3.7 ± 3.5 kg, (range −13.5 kg to 0.9 kg); at 3 months was −5.5 ± 5.1 kg, (range −19.3 kg to 1.8 kg) and at 6 months was −4.7 ± 6.6 kg, (range −18.3 kg to 8.6 kg). At 12 months, the mean weight change was −1.3 ± 10.6 kg (range −17.7 kg to 14.8 kg). Parent and child-reported physical and psychosocial quality of life (HRQOL) improved. Despite limited adherence, the rPSMF diet resulted in clinically significant weight loss and improved HRQOL for children and adolescents with severe obesity.
- 23 August 2019
- Published by MDPI AG in International Journal of Environmental Research and Public Health
- Vol. 16 (17) , 3061
Open AccessUsing a Revised Protein-Sparing Modified Fast (rPSMF) for Children and Adolescents with Severe Obesity: A Pilot Study
Treatment options are limited for children and adolescents with severe obesity. One alternative treatment is the protein-sparing modified fast (PSMF), a low-carbohydrate, high-protein diet that can result in substantial weight loss. The aim of the study is to evaluate the adherence and efficacy of a revised PSMF (rPSMF) for severe obesity in a pediatric tertiary care weight-management program. The rPSMF with 1200–1800 calories, 40–60 g of carbohydrate/day and 1.2–1.5 g protein/kg of ideal bodyweight was implemented over 12 months. Twenty-one participants enrolled in the study. Mean age 16.2 ± 1.4 years, females (76.2%) and mean weight at baseline was 119 ± 19.9 kg. Regardless of adherence to the rPSMF, the mean weight change at 1 month was −3.7 ± 3.5 kg, (range −13.5 kg to 0.9 kg); at 3 months was −5.5 ± 5.1 kg, (range −19.3 kg to 1.8 kg) and at 6 months was −4.7 ± 6.6 kg, (range −18.3 kg to 8.6 kg). At 12 months, the mean weight change was −1.3 ± 10.6 kg (range −17.7 kg to 14.8 kg). Parent and child-reported physical and psychosocial quality of life (HRQOL) improved. Despite limited adherence, the rPSMF diet resulted in clinically significant weight loss and improved HRQOL for children and adolescents with severe obesity.
- Open Access
- 1 June 2019
- Published by Taylor & Francis in The Application of Clinical Genetics
- Vol. ume 12, 87-93
Tracing the effect of the melanocortin-4 receptor pathway in obesity: study design and methodology of the TEMPO registry
Purpose: The hypothalamic melanocortin-4 receptor (MC4R) pathway, a component of the central melanocortin pathway, regulates energy balance and satiety. Rare genetic disorders of obesity may be characterized by impaired MC4R pathway signaling, which results in early-onset severe obesity and insatiable hunger (hyperphagia). The TEMPO registry (NCT03479437) is a voluntary, prospective, open-ended registry of individuals with rare genetic disorders of obesity due to mutations in genes within the MC4R pathway who have early-onset severe obesity. The objective of the TEMPO registry is to evaluate the burden of rare genetic disorders of obesity on individuals, their parents/caregivers, health care providers, and the health care system. Patients and methods: Individuals with rare genetic disorders of obesity (adults aged ≥18 years and children and adolescents aged from 2 to 17 years) will be referred by their health care providers or by a genetic screening study. Individuals must meet age- and sex-specific body mass index values that define the clinical criteria for severe obesity and carry selected variants in MC4R or in one of several genes upstream or downstream of the MC4R. Online surveys will be completed by the individual, parent/caregiver, and health care provider at baseline and annually thereafter and will collect data on demographics, results of genetic testing, medical/family history, disease characteristics, resource utilization, eating habits/hunger episodes, social and emotional impacts, and interest in future clinical trial participation. Conclusions: The TEMPO registry will provide insights into the overall course and disease burden for individuals with rare genetic disorders of obesity. Health care providers may use this resource to improve the identification, diagnosis, and treatment of individuals with rare forms of genetic obesity.
- 1 June 2019
- Published by Taylor & Francis in The Application of Clinical Genetics
- Vol. ume 12, 87-93
Open AccessTracing the effect of the melanocortin-4 receptor pathway in obesity: study design and methodology of the TEMPO registry
Purpose: The hypothalamic melanocortin-4 receptor (MC4R) pathway, a component of the central melanocortin pathway, regulates energy balance and satiety. Rare genetic disorders of obesity may be characterized by impaired MC4R pathway signaling, which results in early-onset severe obesity and insatiable hunger (hyperphagia). The TEMPO registry (NCT03479437) is a voluntary, prospective, open-ended registry of individuals with rare genetic disorders of obesity due to mutations in genes within the MC4R pathway who have early-onset severe obesity. The objective of the TEMPO registry is to evaluate the burden of rare genetic disorders of obesity on individuals, their parents/caregivers, health care providers, and the health care system. Patients and methods: Individuals with rare genetic disorders of obesity (adults aged ≥18 years and children and adolescents aged from 2 to 17 years) will be referred by their health care providers or by a genetic screening study. Individuals must meet age- and sex-specific body mass index values that define the clinical criteria for severe obesity and carry selected variants in MC4R or in one of several genes upstream or downstream of the MC4R. Online surveys will be completed by the individual, parent/caregiver, and health care provider at baseline and annually thereafter and will collect data on demographics, results of genetic testing, medical/family history, disease characteristics, resource utilization, eating habits/hunger episodes, social and emotional impacts, and interest in future clinical trial participation. Conclusions: The TEMPO registry will provide insights into the overall course and disease burden for individuals with rare genetic disorders of obesity. Health care providers may use this resource to improve the identification, diagnosis, and treatment of individuals with rare forms of genetic obesity.