Digital Commons Network^™

Genome-Wide Association Studies And Fine-Mapping Identify Genomic Loci For N-3 And N-6 Polyunsaturated Fatty Acids In Hispanic American And African American Cohorts, Chaojie Yang, Jenna Veenstra, Traci M Bartz, Matthew C Pahl, Brian Hallmark, Yii-Der Ida Chen, Jason Westra, Lyn M Steffen, Christopher D Brown, David Siscovick, Michael Y Tsai, Alexis C Wood, Stephen S Rich, Caren E Smith, Timothy D O'Connor, Dariush Mozaffarian, Struan F A Grant, Floyd H Chilton, Nathan L Tintle, Rozenn N Lemaitre, Ani Manichaikul

Faculty, Staff and Students Publications

Omega-3 (n-3) and omega-6 (n-6) polyunsaturated fatty acids (PUFAs) play critical roles in human health. Prior genome-wide association studies (GWAS) of n-3 and n-6 PUFAs in European Americans from the CHARGE Consortium have documented strong genetic signals in/near the FADS locus on chromosome 11. We performed a GWAS of four n-3 and four n-6 PUFAs in Hispanic American (n = 1454) and African American (n = 2278) participants from three CHARGE cohorts. Applying a genome-wide significance threshold of P < 5 × 10

Fatiguing Joint Angle Does Not Influence Torque And Neuromuscular Responses Following Sustained, Isometric Forearm Flexion Tasks Anchored To Perceptual Intensity In Men, Dolores G. Ortega, Terry J. Housh, Robert Smith, Jocelyn E. Arnett, Tyler J. Neltner, John Paul V. Anders, Richard J. Schmidt, Glen O. Johnson

Department of Nutrition and Health Sciences: Faculty Publications

This study examined the effects of joint angle (JA) on maximal voluntary isometric contraction (MVIC) and neuromuscular responses following fatiguing tasks anchored to RPE. Nine men (mean ± SD: age = 20.7 ± 1.2 yrs) performed forearm flexion MVICs at elbow JAs of 75^o and 125^o before and after sustained, isometric forearm flexion tasks to failure at fatiguing joint angles (FJA) of 75^o and 125^o anchored to RPE = 8. The amplitude and frequency of the electromyographic and mechanomyographic signals were recorded. Neuromuscular efficiency was calculated by dividing normalized torque by normalized electromyographic amplitude. A dependent …

Effectiveness Of Intervention Studies Based On Diet And/Or Physical Activity In Treatment, Prevention, And Management Of Diabetes Among South Asians: A Systematic Review, Ishaan Arora

Theses and Dissertations

The purpose of this study was to describe diet and/or physical activity-based interventions and their control in cardiometabolic risk factors of diabetes for the South Asian (SA) population. A systematic review was conducted in accordance with the PRISMA guidelines. Seventeen randomized control trials meeting the inclusion criteria were included for analysis. Interventions with type-2 diabetic SA showed significant improvements in HbA1c% (4/5 studies), fasting blood glucose (3/4 studies), and postprandial glucose (2/2 studies). Interventions with at-risk/prediabetic and non-diabetic SA showed a modest change in overall outcomes, with significant change reported for post-prandial insulin (3/4 studies), BMI and weight (2/4 studies), …

Unraveling The Serotonin Saga: From Discovery To Weight Regulation And Beyond – A Comprehensive Scientific Review, Kristine Conde, Shuzheng Fang, Yong Xu

Faculty, Staff and Students Publications

The prevalence of obesity is rapidly increasing worldwide, while the development of effective obesity therapies lags behind. Although new therapeutic targets to alleviate obesity are identified every day, and drug efficacy is improving, adverse side effects and increased health risks remain serious issues facing the weight-loss industry. Serotonin, also known as 5-HT, has been extensively studied in relation to appetite reduction and weight loss. As a result, dozens of upstream and downstream neural targets of 5-HT have been identified, revealing a multitude of neural circuits involved in mediating the anorexigenic effect of 5-HT. Despite the rise and fall of several …

Auricularia Auricula Polysaccharides Attenuate Obesity In Mice Through Gut Commensal Papillibacter Cinnamivorans, Xin Zong, Hao Zhang, Luoyi Zhu, Edward C. Deehan, Jie Fu, Yizhen Wang, Mingliang Jin

Department of Nutrition and Health Sciences: Faculty Publications

Introduction: Auricularia auricula is a well-known traditional edible and medical fungus with high nutritional and pharmacological values, as well as metabolic and immunoregulatory properties. Nondigestible fermentable polysaccharides are identified as primary bioactive constituents of Auricularia auricula extracts. However, the exact mechanisms underlying the effects of Auricularia auricula polysaccharides (AAP) on obesity and related metabolic endpoints, including the role of the gut microbiota, remain insufficiently understood.

Methods: The effects of AAP on obesity were assessed within high-fat diet (HFD)-based mice through obesity trait analysis and metabolomic profiling. To determine the mechanistic role of the gut microbiota in observed anti-obesogenic …

An Sms Text Message-Based Type 2 Diabetes Prevention Program For Hispanic Adolescents With Obesity: Qualitative Co-Design Process, Erica Soltero, Callie Lopez, Sandra Mihail, Ayleen Hernandez, Salma M Musaad, Teresia M O'Connor, Debbe Thompson

Faculty, Staff and Students Publications

BACKGROUND: SMS text message-based interventions are a promising approach for reaching and engaging high-risk youths, such as Hispanic adolescents with obesity, in health promotion and disease prevention opportunities. This is particularly relevant, given that SMS text messaging is widely accessible and available and that adolescents are frequent texters. Including youths in the development of SMS text message content can lead to more acceptable and relevant messaging; however, few studies include this group as cocollaborators.

OBJECTIVE: This study aimed to use a co-design process to inform the development of SMS text messages that promote healthy physical activity (PA) and sleep behaviors …

The Effect Of Carbohydrate Source As Part Of A High Protein, Weight-Maintenance Diet On Outcomes Of Well-Being In Adults At Risk For Metabolic Syndrome, Mariya Hayat

Graduate Theses and Dissertations

Obesity is a growing epidemic affecting at least 312 million people worldwide and is a major risk factor for chronic diseases such as metabolic syndrome (MetS). MetS is defined based on the National Cholesterol Education Program Adult Treatment Panel III, as having 3 or more of the following: waist circumference greater than 102 cm in men or greater than 88 cm in women; serum level of triglycerides of 150 mg/dL or greater; high-density lipoprotein (HDL) cholesterol level of less than 40 mg/dL in men or less than 50 mg/dL in women; systolic/diastolic blood pressure of 130/85 mmHg or greater or …

Dietary Histidine: Broiler Responsiveness With And Without Endogenous Histidine Reserve Consideration, Kenneth Blake Nelson

Graduate Theses and Dissertations

In the past, histidine warranted little concern from poultry nutritionists because it was seldom deficient in practical broiler diets. With most essential amino acids now commercially available as feed-grade forms to partially replace intact protein ingredients, histidine and its minimum in least-cost formulation are receiving fresh attention. Published histidine requirement data for broilers are sparce, and many of these studies have been conducted on males within the first three weeks post-hatch. Moreover, rudimentary dose-response experimental designs may not be applicable to estimate histidine requirements in later growth periods because histidine is uniquely stored within the body. In times of dietary …

Anti-Inflammatory Effect Of Apiaceous Vegetables In A Mouse Model Of Colitis - Implications For Colon Cancer Risk, Laura Mariana Mariana Echavarri Ibarra

Graduate Theses and Dissertations

Colorectal cancer is the second leading cause of cancer-related deaths in the US. Dietary habits account for 50% of the cases. A westernized diet (high fat, high sugar/fructose, and low in fruits and vegetables) and inflammatory bowel diseases are risk factors for colorectal cancer. Evidence suggests phytochemicals in apiaceous vegetables (API; celery family) possess anti-inflammatory and potentially chemopreventive properties. Hence, investigation of whether the consumption of API mitigates acute colitis is warranted. Using mice fed the Total Western Diet (TWD) and administered dextran sodium sulfate (DSS; induces colitis), the objectives of this project are to identify the effects of API …

Identification Of Genetic Variation Influencing Metformin Response In A Multiancestry Genome-Wide Association Study In The Diabetes Prevention Program (Dpp), Josephine H Li, James A Perry, Kathleen A Jablonski, Shylaja Srinivasan, Ling Chen, Jennifer N Todd, Maegan Harden, Josep M Mercader, Qing Pan, Adem Y Dawed, Sook Wah Yee, Ewan R Pearson, Kathleen M Giacomini, Ayush Giri, Adriana M Hung, Shujie Xiao, L Keoki Williams, Paul W Franks, Robert L Hanson, Steven E Kahn, William C Knowler, Toni I Pollin, Jose C Florez, Diabetes Prevention Program Research Group

Children’s Nutrition Research Center Staff Publications

Genome-wide significant loci for metformin response in type 2 diabetes reported elsewhere have not been replicated in the Diabetes Prevention Program (DPP). To assess pharmacogenetic interactions in prediabetes, we conducted a genome-wide association study (GWAS) in the DPP. Cox proportional hazards models tested associations with diabetes incidence in the metformin (MET; n = 876) and placebo (PBO; n = 887) arms. Multiple linear regression assessed association with 1-year change in metformin-related quantitative traits, adjusted for baseline trait, age, sex, and 10 ancestry principal components. We tested for gene-by-treatment interaction. No significant associations emerged for diabetes incidence. We identified four genome-wide …

Metabolomic Profile Of The Healthy Eating Index-2015 In The Multiethnic Study Of Atherosclerosis, Meghana D Gadgil, Alexis C Wood, Ibrahim Karaman, Goncalo Graça, Ioanna Tzoulaki, Victor W Zhong, Philip Greenland, Alka M Kanaya, David M Herrington

Children’s Nutrition Research Center Staff Publications

Background: Poor diet quality is a risk factor for type 2 diabetes and cardiovascular disease. However, knowledge of metabolites marking adherence to Dietary Guidelines for Americans (2015 version) are limited.

Objectives: The goal was to determine a pattern of metabolites associated with the Healthy Eating Index (HEI)-2015, which measures adherence to the Dietary Guidelines for Americans.

Methods: The analysis examined 3557 adult men and women from the longitudinal cohort Multiethnic Study of Atherosclerosis (MESA), without known cardiovascular disease and with complete dietary data. Fasting serum specimens and diet and demographic questionnaires were assessed at baseline. Untargeted 1H 1-dimensional nuclei magnetic …

Factors Associated With Choice Of Behavioural Weight Loss Program By Adults With Obesity, Yasaman Jamshidi-Naeini, Susan B Roberts, Stephanie Dickinson, Arthur Owora, Jon Agley, Roger S Zoh, Xiwei Chen, David B Allison

Children’s Nutrition Research Center Staff Publications

We assessed the preference for two behavioural weight loss programs, Diabetes Prevention Program (DPP) and Healthy Weight for Living (HWL) in adults with obesity. A cross-sectional survey was fielded on the Amazon Mechanical Turk. Eligibility criteria included reporting BMI ≥30 and at least two chronic health conditions. Participants read about the programs, selected their preferred program, and answered follow-up questions. The estimated probability of choosing either program was not significantly different from .5 (N = 1005, 50.8% DPP and 49.2% HWL, p = .61). Participants' expectations about adherence, weight loss magnitude, and dropout likelihood were associated with their choice (p <  .0001). Non-White participants (p = .040) and those with monthly income greater than $4999 (p = .002) were less likely to choose DPP. Participants who had postgraduate education (p = .007), did not report high serum cholesterol (p = .028), and reported not having tried losing weight before (p = .025) were more likely to choose DPP. Those who chose HWL were marginally more likely to report that being offered two different programs rather than one would likely affect their decision to enrol in one of the two (p = .052). The enrolment into DPP and HWL was balanced, but race, educational attainment, income, previous attempt to lose weight, and serum cholesterol levels had significant associations with the choice of weight loss program.

Undisclosed Outcome Switching, Undisclosed Analysis Switching, Inappropriate Rounding, And Selective Reporting Render Paper “Effectiveness Of A Minimally Processed Food-Based Nutritional Counselling Intervention On Weight Gain In Overweight Pregnant Women: A Randomized Controlled Trial” Unreliable, Armando Peña, Mike Gibney, Kevin Hall, Theodore K Kyle, Andrew W Brown, David B Allison

Children’s Nutrition Research Center Staff Publications

No abstract provided.

Effect Of Authentic Kefir And Nigella Sativa On Broilers Challenged By Coccidia And Clostridium Perfringens, Julian E. Nixon

All Dissertations

Black seed oil concentrations of 0%, 0.1%, 1% and 5% were added to milk inoculated with kefir grains and incubated at 25°C for 22 h. The pH and microbial count indicated 1% black seed oil caused low inhibition (P > 0.05) of fermentation, but 5% black seed oil caused significant inhibition of the kefir microorganisms (P < 0.05).

Cobb 500 male chicks (n = 256) were distributed in a randomized block design and received one of four treatments: CTRL1 (Non-medicated, no kefir, no Clostridium perfringens), CTRL2 (Non-medicated, no kefir, C. perfringens inoculated), CTRL3 (BMD medicated, no kefir, C. perfringens inoculated), KTRT (Non-medicated, …

Consequences Of Cow–Calf Production With Limited Perennial Forage Grazing, Hannah Fae Speer

Department of Animal Science: Dissertations, Theses, and Student Research

Conversion of perennial grasslands to cropland and rising land prices prompts a need to evaluate alternative beef cow-calf production systems. A 3-yr study was conducted comparing beef cow-calf performance between two August-calving cow systems: perennial forage and corn residue grazing; or summer drylot, fall grazing of late-summer-planted cover crop, and corn residue grazing. Cow body condition score differed between systems, but condition of cows in both systems never fell below adequate. There were no differences in pregnancy rates between systems. Calf weaning weights differed between systems each year; differences are attributed to feedstuff quantity, quality, and type available to calves …

Avocado Consumption And Markers Of Inflammation: Results From The Multi-Ethnic Study Of Atherosclerosis (Mesa), Feon W Cheng, Nikki A Ford, Alexis C Wood, Russell Tracy

Faculty, Staff and Students Publications

Purpose

Since avocado consumption has been linked to a possible reduction in inflammation, we investigated associations between avocado consumption and markers of inflammation in a population-based multi-ethnic cohort [Multi-Ethnic Study of Atherosclerosis (MESA)].

Methods

We used a food frequency questionnaire (FFQ) at MESA exam 1 to capture avocado/guacamole consumption. To calculate daily servings of avocado/guacamole, we used both frequency and serving size data from the FFQ. We classified participants into three consumer groups: rare or never (daily serving ≤ 0.03), medium (0.03 < daily serving < 0.1), and heavy (0.1 ≤ daily serving). Inflammation was estimated by natural log-transformed inflammatory biomarkers (CRP, IL-2, IL-6, homocysteine, fibrinogen, TNF-a soluble receptors). We used multivariate general linear regression models to assess associations accounting for age, sex, race/ethnicity, educational level, income, energy intake, smoking status, physical activity, diet quality, body mass index, and diabetes type.

Results

Among 5794 MESA participants, the average age and BMI were 62.25 y ± 10.26 and 28.28 ± …

Affect, Mind-Body Factors, And Disordered And Intuitive Eating Behaviors: Examining Naturalistic Associations Among Young Women With Elevated Eating Disorder Symptoms, Kelly A. Romano

Psychology Theses & Dissertations

Objective: The present study examined whether three mind-body factors—emotion dysregulation, interoceptive sensibility, and mindfulness—that are theorized to be implicated in the onset and maintenance of eating disorder (ED) pathology mediated (Aim 1) and moderated (Aim 2) within-person associations between affect and women with elevated ED symptoms’ disordered and intuitive eating behavior use. Method: Participants included 150 young women with elevated ED symptoms who completed a 10-day ecological momentary assessment protocol. To address Aim 1, multilevel structural equation models examined whether the mindbody factors (separately) mediated momentary associations between negative and positive affect, and women’s disordered (dietary restriction, loss of control …

Effects Of Chewing Time On Gastrointestinal Discomfort, Substrate Use, And Performance During Running, Thomas Geaney

Human Movement Studies & Special Education Theses & Dissertations

Previous research has shown that food particle size affects gastric processing. For example, food particles greater than 3 mm may delay gastric emptying under certain conditions. Delays in gastric emptying can be problematic during aerobic exercise, leading to nausea, bloating, fullness, and other gastrointestinal (GI) symptoms. In some cases, symptoms can be severe enough to negatively affect athletic performance. This study investigated the effects of manipulating chewing duration of carbohydrate sports bars on GI discomfort, physiological responses, and performance during endurance running. This crossover study recruited 12 male runners (age: 36.4 ± 7.2 years, VO_2peak: 57.2 ± 4.7 …

Editorial, Al Asyary

Kesmas

No abstract provided.

Nutrition Education Effect On Anemia Incidence In Female Adolescents: Meta-Analysis For Future Health Post-Covid-19 Pandemic, Anita Rahmiwati, Kusharisupeni Djokosujono, Tri Krianto, Diah Mulyawati Utari, Ratna Djuwita, Feranita Utama

Kesmas

Female adolescents are at a heightened risk of anemia due to inadequate iron intake and absorption, blood loss during menstruation, and an escalated need for iron to support rapid growth. This study examined the impact of nutrition education on the incidence of anemia in adolescent girls. The investigation was conducted through a systematic review and meta-analysis, employing articles from reputable sources such as Google Scholar, JAMA Network, PubMed, ScienceDirect, The New England Journal of Medicine, Lancet, and ProQuest, published between 2013 and 2021. The keywords for data retrieval were"nutrition education" and "adolescent anemia girls." Furthermore, the Preferred Reporting Items for …

Performance Fatigability And Neuromuscular Responses Are Not Joint Angle Specific Following A Sustained Isometric Forearm Flexion Task Anchored To A High Perceptual Intensity In Women, Jocelyn E. Arnett, Robert W. Smith, Tyler J. Neltner, John Paul V. Anders, Dolores G. Ortega, Terry J. Housh, Richard J. Schmidt, Glen O. Johnson

Department of Nutrition and Health Sciences: Faculty Publications

Objectives: To examine the effects of joint angle (JA) on maximal voluntary isometric contractions (MVIC) and neuromuscular responses following a sustained, isometric forearm flexion task anchored to a rating of perceived exertion (RPE) of 8 (RPE=8). Methods: Nine women (age: 20.7±2.9 yrs; height: 168.8±7.2 cm; body mass: 66.3±6.8 kg) performed 2,3s forearm flexion MVICs at JAs of 75°, 100°, and 125° prior to and following a sustained, isometric forearm flexion task anchored to RPE=8 to task failure (torque reduced to zero) at JA100. Electromyographic (EMG) and mechanomyographic (MMG) signals were recorded from the biceps brachii. Results: The …

Commercial Fishing Identification Guide 2023, Department Of Primary Industries And Regional Development, Western Australia

Fisheries Occasional Publications

Throughout this guide you will see all or some of the marine bioregion symbols with each fish illustration, indicating where the species is most likely to occur.

This guide has been developed to help you identify the more common species in Western Australia you may encounter. The purpose of this guide is to enhance consistent and accurate species identification.

If you are unsure about a particular species (or if it is not in this guide), please discuss it with a representative of the Department of Primary Industries and Regional Development, Western Australia.

Effectiveness Of Simulation-Based Learning On Clinical Competence In Dietetics Students: A Narrative Review, Claudia W. Scott, Rena Zelig, Diane L. Rigassio Radler

Journal of Dietetic Education

Clinical supervised practice experiences offered through dietetic internships have historically been among the most challenging to obtain. The COVID-19 pandemic heightened the scarcity of these experiences and forced dietetics education programs to offer alternative experiences in the absence of direct patient care opportunities. Simulation-based learning experiences (SBLE) or objective structured clinical examinations (OSCE) are one method of providing these alternative options, and if effective, could be routinely incorporated into dietetics education. This review evaluates five original research articles to determine the effectiveness of simulation-based learning on perceived or observed clinical competence in dietetic students. The findings of the studies unanimously …

Dietetic Students’ Changes In Attitudes After Participating In Online Interprofessional Education, Kelly Jackson, Terri L. Kurz, Mary Marian

Journal of Dietetic Education

Interprofessional education (IPE) is an accreditation requirement and an important component of training for future registered dietitian nutritionists (RDNs) and access to quality IPE is often limited in online programs. An online IPE module was developed to provide dietetics students the opportunity to build collaborative skills with students in other healthcare training programs. A research study was designed to answer the following research question: How and to what extent does participation in an online IPE module impact online dietetics students’ attitudes of interprofessional practice? Participants were dietetics students enrolled in an upper-division online dietetics course. Data gathered included a retrospective …

Undergraduate And Graduate Students’ Retrospective Perception Of Flipped Learning In Dietetics Curricula, Rachel L. Vollmer, Teresa Drake

Journal of Dietetic Education

Most studies investigating flipped learning fail to assess how student perceptions of flipped learning may change once the class is complete, and students have a chance to reflect on the experience. Follow-up studies are needed to evaluate the sustainability of the benefits from flipped learning among students and how they feel it prepares them, if at all, for future classes and/or their professional lives. Therefore, the objective of this study was to explore how graduate and undergraduate dietetics students retrospectively perceive a course that used flipped learning 2 years after they completed the course. Two focus groups with undergraduate (n=5) …

The Impact Of A Graduate-Level Applied Research Course On Graduate-Level Nutrition Students’ Research-Related Perceptions, Attitudes, And Knowledge, Alexandria Caljean, Kaitlyn M. Eck

Journal of Dietetic Education

Nutrition professionals report low levels of research utilization and engagement. This study explored the associations between completion of an applied nutrition research (capstone) course and students’ research-related perceptions, attitudes, and knowledge. Nutrition graduate students at a university in Pennsylvania completed an online survey at the beginning and end of a semester. The survey assessed perceptions of research participation and application, attitudes regarding research, and self-efficacy for conducting research, engaging in evidence-based practice, and collaborating on research. Students in a capstone course (n=17) learned about applying research in the field and conducted a research project. Non-capstone students (n=11) were not in …

A Cross‐Sectional Survey Of Research Involvement And Interest Among Graduate Dietetics Students, Courtney Wedemire, Rebecca Brody, Joachim Sackey, Laura Byham-Gray

Journal of Dietetic Education

Background: Dietitians are not frequently participating in or leading research. Cultivating greater research interest and involvement starts with dietetics education, but little is known about dietetics students’ research involvement and interest. This study examines relationships between research involvement and interest among graduate dietetics students. Methods: This study was a cross-sectional survey design incorporating participant characteristic data, the Practice-Based Dietitian Research Involvement Survey (PBDRIS), and the modified Interest in Research Questionnaire (IRQ) tools; 89 of 327 (27.2%) graduate dietetic students from 3 US universities were included. Participant characteristics, PBDRIS scores, and IRQ scores were analyzed using descriptive statistics. Relationships between variables …

Table Of Contents, Editors' Message, Editorial Board, Diana Cuy Castellanos, M. Elizabeth (Beth) Miller

Journal of Dietetic Education

No abstract provided.

Pseudohypercreatininemia After Surgery For Aortic Dissection: A Case Report, Ayako Tasaki, Makoto Fukuda, Yuki Ikeda, Masatora Yamasaki, Ikko Yamaguchi, Shinichi Aishima, Motoaki Miyazono

Children’s Nutrition Research Center Staff Publications

Background: Elevated creatinine concentrations often indicate acute renal injury and renal biopsies are considered in this situation. However,pseudohypercreatininemia is potential cause of elevated creatinine concentrations, and invasive interventions should be avoided.

Case presentation: A 54-year-old woman underwent surgery for descending aortic dissection.Nine days postoperatively, her creatinine concentration increased from 1 mg/dl to 5.78 mg/dl (normal range, 0.47-0.7 mg/dl). Azotemia and hyperkalemia were absent and physical examination findings were unremarkable. Cystatin C concentration was 1.56 mg/l (normal range, 0.56-0.8 mg/l) and pseudohypercreatininemia was suspected. Testing with different reagents showed a creatinine concentration of 0.84 mg/dl. Immunoglobulin (Ig)G was markedly elevated, and …

Correcting Calculation And Data Errors Reveals That The Original Conclusions Were Incorrect In “The Best Drug Supplement For Obesity Treatment: A Systematic Review And Network Meta-Analysis”, Xiaoxin Yu, Patrice L Capers, Roger S Zoh, David B Allison

Children’s Nutrition Research Center Staff Publications

The goal of this study was to reproduce and evaluate the reliability of the network meta-analysis performed in the article "The best drug supplement for obesity treatment: A systematic review and network meta-analysis" by Salari et al. In recent years, it has become more common to employ network meta-analysis to assess the relative efficacy of treatments often used in clinical practice. To duplicate Salari et al.'s research, we pulled data directly from the original trials and used Cohen's D to determine the effect size for each treatment. We reanalyzed the data since we discovered significant differences between the data we …