Dietetics and Clinical Nutrition Commons^™

Reducing Food Scarcity: The Benefits Of Urban Farming, S.A. Claudell, Emilio Mejia

Journal of Nonprofit Innovation

Urban farming can enhance the lives of communities and help reduce food scarcity. This paper presents a conceptual prototype of an efficient urban farming community that can be scaled for a single apartment building or an entire community across all global geoeconomics regions, including densely populated cities and rural, developing towns and communities. When deployed in coordination with smart crop choices, local farm support, and efficient transportation then the result isn’t just sustainability, but also increasing fresh produce accessibility, optimizing nutritional value, eliminating the use of ‘forever chemicals’, reducing transportation costs, and fostering global environmental benefits.

Imagine Doris, who is …

Leptin Decreases Gluconeogenesis And Gluconeogenic Substrate Availability In Patients With Lipodystrophy, Emmanuel Quaye, Shaji Chacko, Megan Startzell, Rebecca J Brown

Children’s Nutrition Research Center Staff Publications

Context: The effects of leptin, an adipocyte-derived hormone that signals overall energy sufficiency, can only be studied in leptin-deficient conditions. In patients with lipodystrophy, a rare disease and unique model of leptin deficiency, treatment with recombinant leptin (metreleptin) improves glycemia and decreases energy expenditure. We hypothesized that these improvements might be mediated by reduced gluconeogenesis (GNG), an energy-requiring process.

Objective: To determine the effects of metreleptin on GNG and GNG substrates.

Methods: This was a single-arm prospective study of metreleptin administration in 15 patients with lipodystrophy, 9 of whom had data on GNG (NIH, 2013-2018). We analyzed total GNG, insulin-mediated …

Ints6 And The Integrator Phosphatase Module Tune The Efficiency Of Select Premature Transcription Termination Events, Rina Fujiwara, Si-Nan Zhai, Dongming Liang, Aayushi P Shah, Matthew Tracey, Xu-Kai Ma, Christopher J Fields, María Saraí Mendoza-Figueroa, Michele C Meline, Deirdre C Tatomer, Li Yang, Jeremy E Wilusz

Children’s Nutrition Research Center Staff Publications

The metazoan-specific Integrator complex catalyzes 3' end processing of small nuclear RNAs (snRNAs) and premature termination that attenuates the transcription of many protein-coding genes. Integrator has RNA endonuclease and protein phosphatase activities, but it remains unclear if both are required for complex function. Here, we show IntS6 (Integrator subunit 6) over-expression blocks Integrator function at a subset of Drosophila protein-coding genes, although having no effect on snRNAs or attenuation of other loci. Over-expressed IntS6 titrates protein phosphatase 2A (PP2A) subunits, thereby only affecting gene loci where phosphatase activity is necessary for Integrator function. IntS6 functions analogous to a PP2A regulatory …

Tuftelin1 Drives Experimental Pulmonary Fibrosis Progression By Facilitating Stress Fiber Assembly, Caoyuan Niu, Kai Xu, Yanan Hu, Yanling Jia, Yuexia Yang, Xiaoyue Pan, Ruyan Wan, Hui Lian, Qiwen Wang, Juntang Yang, Yajun Li, Ivan Rosas, Lan Wang, Guoying Yu

Children’s Nutrition Research Center Staff Publications

Background: Idiopathic pulmonary fibrosis (IPF) is a progressive interstitial lung disease (ILD) with unknown etiology, characterized by sustained damage repair of epithelial cells and abnormal activation of fibroblasts, the underlying mechanism of the disease remains elusive.

Methods: To evaluate the role of Tuftelin1 (TUFT1) in IPF and elucidate its molecular mechanism. We investigated the level of TUFT1 in the IPF and bleomycin-induced mouse models and explored the influence of TUFT1 deficiency on pulmonary fibrosis. Additionally, we explored the effect of TUFT1 on the cytoskeleton and illustrated the relationship between stress fiber and pulmonary fibrosis.

Results: Our results demonstrated a significant …

The Impact Of An Educational Cooking Class On Inflammatory Potential Of Diet In Cancer Survivors, Mariah K. Jackson

Theses & Dissertations

Cancer survivors face long-term effects from cancer treatments, with cognitive dysfunction being an important, yet understudied, consequence of cancer treatment. Inflammation is a proposed mechanism for impaired cognition status. As research demonstrates diet is associated with both pro- and anti-inflammatory effects, diet may represent a novel strategy to mitigate cognitive decline in cancer survivors. The purpose of this study was to 1) quantify the impact of an educational cooking class on inflammatory potential of diet (measured by the Dietary Inflammatory Index (DII)) in cancer survivors and 2) determine the relationship between dietary changes and cognitive function in cancer survivors. Dietary …

Early Management Of Nutritional Deficiencies To Reduce Musculoskeletal Disabilities Of Pediatric Populations In Africa, Kristin Freitas, Justin Gambini, Curt C. Stilp, Kara Roman, Ryan Mather

Doctor of Medical Science (DMSc)

An estimated 1.3 billion individuals live with disabilities across the world, however many of these impairments are developed throughout childhood and could be prevented or treated with prompt and early intervention. In Africa, nutritional deficiencies are a common reason for disability in pediatric populations, often due to a limited supply of resources and diets high in grains and beans. This results in the development of genu varum and valgum deformities, which are most commonly caused by rickets attributed to calcium deficiencies in these areas. The children often go untreated, evidently causing musculoskeletal disabilities and further complications of osteomalacia or fractures …

Lifestyle And Dietary Modifications For Reducing Psoriatic Disease Activity: A Comprehensive Review, Andrea Nguyen, Jessica Garner

Pacific Journal of Health

Abstract: Psoriasis is a prevalent, immune-medication disorder affecting millions of individuals in the United States, leading to substantial healthcare costs (Armstrong, 2021; Brenzinski, 2015). Psoriasis has an established correlation with comorbidities such as hypertension, coronary artery disease, obesity, dyslipidemia, and metabolic syndrome (Al-Mutairi, 2010). Due to the substantial socioeconomic burden psoriatic disease poses on modern day society, significant benefit could be derived from identifying nonprescription strategies for patients to adopt in order to reduce disease activity. This comprehensive review includes 33 publications from 2008 to 2023, evaluating non-prescription therapeutic strategies including lifestyle modification and anti-inflammatory dietary changes. The analysis suggests …

Nutritional Strategies To Optimise Musculoskeletal Health For Fall And Fracture Prevention: Looking Beyond Calcium, Vitamin D And Protein, James Webster, Jack Dalla Via, Christina Langley, Cassandra Smith, Craig Sale, Marc Sim

Research outputs 2022 to 2026

Falls and osteoporotic fractures are a major public health problem, particularly among older adults. A third of individuals aged 65 years and over fall at least once each year, with up to 20 % of these resulting in serious injury, including fracture. In conjunction with regular exercise, the importance of diet for musculoskeletal health has largely focused upon calcium, vitamin D, and protein, particularly in the context of preventing falls and fractures. Whilst there is evidence for the benefits of these nutrients for musculoskeletal health, other aspects of the diet remain largely underexplored. For example, vegetables are rich sources of …

Intestinal Microbiome, Fecal Fermentation Profile, And Health Indices In Hiv Infected Men Versus Non-Infected Controls, Mary Andreae, Mary C. Andreae Mrs

Electronic Theses and Dissertations

Many HIV-positive (HIV+) males on Highly Active Anti-Retroviral Therapy (HAART) experience metabolic abnormalities, including Non-Alcoholic Fatty Liver Disease (NAFLD) and lipodystrophy. The intestinal microbiota and short chain fatty acids (SCFA), participate in bidirectional communication with their host. Dysbiosis in HIV+ males on HAART demonstrate a Prevotella-rich enterotype shaped by multiple factors including, medications, adiposity, diet, intestinal permeability, and lifestyle; our objective was to investigate these factors. 19 HIV+ and 21 HIV- males were enrolled. BMI and hip-to-waist ratio (H:W) were obtained, and FibroScan for liver health. Intestinal permeability markers Claudin-21, flagellin, and intestinal fatty acid binding protein (IFABP) in …

Design, Analysis, And Interpretation Of Treatment Response Heterogeneity In Personalized Nutrition And Obesity Treatment Research, Roger S Zoh, Bridget H Esteves, Xiaoxin Yu, Amanda J Fairchild, Ana I Vazquez, Andrew G Chapple, Andrew W Brown, Brandon George, Derek Gordon, Douglas Landsittel, Gary L Gadbury, Greg Pavela, Gustavo De Los Campos, Luis M Mestre, David B Allison

Children’s Nutrition Research Center Staff Publications

It is increasingly assumed that there is no one-size-fits-all approach to dietary recommendations for the management and treatment of chronic diseases such as obesity. This phenomenon that not all individuals respond uniformly to a given treatment has become an area of research interest given the rise of personalized and precision medicine. To conduct, interpret, and disseminate this research rigorously and with scientific accuracy, however, requires an understanding of treatment response heterogeneity. Here, we define treatment response heterogeneity as it relates to clinical trials, provide statistical guidance for measuring treatment response heterogeneity, and highlight study designs that can quantify treatment response …

Comment On Marsigliante Et Al Effects On Children's Physical And Mental Well-Being Of A Physical-Activity-Based School Intervention Program: A Randomized Study, Raphiel Murden, Jon Agley, Lilian Golzarri-Arroyo, Armando Peña, Danny Valdez, Abu Bakkar Siddique, Moonseong Heo, David B Allison

Children’s Nutrition Research Center Staff Publications

We conducted a critical review of the article “Effects on Children’s Physical and Mental Well-Being of a Physical-Activity-Based School Intervention Program: A Randomized Study”, published in the International Journal of Environmental Research and Public Health in 2023 as part of the Special Issue “Psychomotricity and Physical Education in School Health”. We identified multiple mistakes in the statistical analyses applied. First, the authors claim to have found a statistically significant association between the proposed intervention and change in body composition (body mass index (BMI) percentiles, relative fat mass, and BMI classes) by way of exhibiting differences in nominal significance between the …

How Societal Forces Of Change Are Transforming Youth Physical Activity Promotion In North America, Jacob Szeszulski, Jamie M Faro, Rodney P Joseph, Kevin Lanza, Lucie Lévesque, Courtney M Monroe, Elsa A Pérez-Paredes, Erica G Soltero, Rebecca E Lee

Children’s Nutrition Research Center Staff Publications

Background: Climate change, increasing recognition of institutionalized discrimination, and the COVID-19 pandemic are large-scale, societal events (ie, forces of change) that affect the timing, settings, and modes of youth physical activity. Despite the impact that forces of change have on youth physical activity and physical activity environments, few studies consider how they affect physical activity promotion.

Methods: The authors use 2 established frameworks, the ecological model of physical activity and the youth physical activity timing, how, and setting framework, to highlight changes in physical activity patterns of youth in North America that have resulted from contemporary forces of change.

Results: …

Feasibility Of A Food-Based Diabetes Self-Management Education Intervention For Food Insecure Patients With Type 2 Diabetes: A Convergent Mixed Methods Study, Eliza Short, Debbe Thompson, Douglas Taren, Holly Bryant, Rhonda Gonzalez, Jessi Sheava, Melanie Hingle

Children’s Nutrition Research Center Staff Publications

Objective: To assess the feasibility of a food-based diabetes self-management education and support (DSMES) intervention delivered to persons with type 2 diabetes (T2DM) and food insecurity.

Design: This single arm pre-/post convergent mixed methods study tested the feasibility of a 3-month intervention using food boxes, recipes, DSMES and dietitian visits. Feasibility benchmarks assessed were acceptability (> 50 % participants satisfied), demand (> 50 % used program components) and implementation (75 % adherence, 80 % retention). Assessments included: self-reported food security, health-related quality of life, diabetes self-efficacy, socio-demographic and dietary intake, height, weight, and HbA1c and one in-depth interview with participants …

Nutrition Needs Assessment For A Produce Prescription Program In The Pediatric Dental Setting, Zachary Houser

Capstone Experience: Master of Public Health

More than half of young people in the U.S. aged 2-19 have a poor-quality diet, including low fruit and vegetable (FV) intake (Liu et al., 2020). Poor nutrition increases health risks, including chronic diseases such as dental caries and obesity, low-income households experience higher rates of poor nutrition and subsequent health burdens (AAPD, 2022b). Produce prescriptions (PPR) are a type of financial incentive program that can improve FV intake among low-income populations (Ridberg et al., 2019). PPR programs are often conducted in a primary medical setting (Little et al., 2022); however, no literature describes PPR programs conducted in a dental …

Enhanced Wound Care Identification And Intervention, Melissa Faura Rd, Ldn, Rachel Geosits Ms, Rdn, Cnsc, Ldn, Ann Flickinger Ms, Rd, Ldn

Clinical Nutrition Service

No abstract provided.

A 2-Tiered Educational Program To Enhance Nutrition Knowledge, Confidence And Application Among Medical Residents, Kimberly Cephas Ms, Rd, Cnsc, Ldn, Jacqueline Labatch Rd, Cnsc, Ldn, Renee Selby Rd, Cnsc, Ldn

Clinical Nutrition Service

No abstract provided.

Assessing The Barriers To Utilizing Length Boards In A Level Iv Neonatal Intensive Care Unit, Heather Kistler Rd, Csp, Ldn, Kristi L. Ruth Rd, Cnsc, Ldn, Laura Kurtz Ms, Rd, Ldn

Clinical Nutrition Service

No abstract provided.

Enhancing Efficiency Of The Nutrition Education For Utah Refugees, Habiba Ali Nur

All Graduate Theses and Dissertations, Fall 2023 to Present

Refugees face many challenges related to obtaining and preparing adequate and culturally acceptable and desirable foods in their resettlement communities. These challenges often lead to risk of food insecurity and chronic diseases. A review of literature identified the existing delivery strategies and highlighted the need for nutrition education tailored to the refugees’ conditions. This study identified some of the barriers that refugees face, including the English language, transportation, finding items in grocery stores, availability of ingredients and equipment needed for cooking, affordability of food and budgeting. It also highlighted participants’ preference for having nutrition education.

To overcome these challenges, the …

Nutrition Assessment And Mash Severity In Children Using The Healthy Eating Index, Ajay Kumar Jain, Paula Buchannan, Katherine P Yates, Patricia Belt, Jeffrey B Schwimmer, Philip Rosenthal, Karen F Murray, Jean P Molleston, Ann Scheimann, Stavra A Xanthakos, Cynthia A Behling, Paula Hertel, Jamie Nilson, Brent A Neuschwander-Tetri, James Tonascia, Miriam B Vos, Nonalcoholic Steatohepatitis Clinical Research Network (Nash Crn)

Faculty, Staff and Students Publications

BACKGROUND: Pediatric metabolic-associated fatty liver disease (MAFLD) is a global health problem, with lifestyle modification as its major therapeutic strategy. Rigorous characterization of dietary content on MAFLD in children is lacking. We hypothesized an objectively measured healthier diet would positively modulate MAFLD.

METHODS: Diet was assessed using the Nutrition Data System for Research in children enrolled from 10 tertiary clinical centers to determine the Healthy Eating Index (HEI, 0-100) and individual food components.

RESULTS: In all, 119 children were included (13.3 ± 2.7 y), 80 (67%) male, 67 (18%) White, and 90 (76%) Hispanic, with an average body mass index …

Associations Between Avocado Intake And Measures Of Glucose And Insulin Homeostasis In Hispanic Individuals With And Without Type 2 Diabetes: Results From The Hispanic Community Health Study/Study Of Latinos (Hchs/Sol), Mackenzie K Senn, Mark O Goodarzi, Gautam Ramesh, Matthew A Allison, Mariaelisa Graff, Kristin L Young, Gregory A Talavera, Amanda C Mcclain, Tanya P Garcia, Jerome I Rotter, Alexis C Wood

Faculty, Staff and Students Publications

BACKGROUND AND AIMS: To investigate associations between avocado intake and glycemia in adults with Hispanic/Latino ancestry.

METHODS AND RESULTS: The associations of avocado intake with measures of insulin and glucose homeostasis were evaluated in a cross-sectional analysis of up to 14,591 Hispanic/Latino adults, using measures of: average glucose levels (hemoglobin A1c; HbA1c), fasting glucose and insulin, glucose and insulin levels after an oral glucose tolerance test (OGTT), and calculated measures of insulin resistance (HOMA-IR, and HOMA-%β), and insulinogenic index. Associations were assessed using multivariable linear regression models, which controlled for sociodemographic factors and health behaviors, and which were stratified by …

Average Household Income In Relation To Individual Dietary Consumption Of Fruits And Vegetables, Liz Burchfield, Bella Spencer

Symposium of Student Scholars

The purpose of this analysis is to review data from the USDA Economic Research Survey in a data collection regarding FoodAPS National Household Food Acquisition and Purchase Survey. Our data include a sample size of 4,826 participating households with 279 variables describing each household. Several variables were utilized which include average collective income for households, perceptions of fruit and vegetable prices and quality, self-reporting items about perceived fruit and vegetable consumption, and financial survey responses. With these chosen variables we made initial inferences that there would be a relationship between income and fruit consumption. We predict that throughout the duration …

Promoting Mammography Screenings In African American Women: Media, Church, And Health Providers, Lasonya Little, Debra C. Wallace, K.Jay Poole

Journal of Health Disparities Research and Practice

Due to the underutilization of screening mammography, African American women (AAW) are more likely to experience negative health outcomes after receiving a late-stage breast cancer diagnosis than White Women (WW). The purpose of this article is to examine the roles of the media, health community and the African American church and pastor and their potential impact in AAW screening decisions. Fifteen AAW, ages 45 and older, were invited to participate in a semi-structured interview. Most women agreed the African American pastor and church as well as the health community, and media are an integral part of their lives. Therefore, specific …

Preliminary Content And Construct Validity Of A New Model To Differentiate Research Skills From Evidence‐Based Practice Skills: Core, Evidence Application, Research (Cear) Model, Raeanne Jordan, Rosanna P. Watowicz, Catherine Phillips, Rita Obeid, Rosa K. Hand

Faculty Scholarship

Background: Research is the scientific basis for the profession of dietetics, as it must be located and applied in evidence‐based practice (EBP). EBP is often presented as a foundational skill for research. CEAR – Core, Evidence Application, Research – is a newly proposed model that separates Research and Evidence Application skills into distinct domains, jointly supported by a set of Core skills, thus acknowledging that education and advancement in one domain neither requires nor precipitates education and advancement in the other. The goal was to investigate the content and construct validity of the new CEAR Model. Methods: A cross‐sectional online …

Hyperleptinemia Contributes To Antipsychotic Drug-Associated Obesity And Metabolic Disorders, Shangang Zhao, Qian Lin, Wei Xiong, Li Li, Leon Straub, Dinghong Zhang, Rizaldy Zapata, Qingzhang Zhu, Xue-Nan Sun, Zhuzhen Zhang, Jan-Bernd Funcke, Chao Li, Shiuhwei Chen, Yi Zhu, Nisi Jiang, Guannan Li, Ziying Xu, Steven C Wyler, May-Yun Wang, Juli Bai, Xianlin Han, Christine M Kusminski, Ningyan Zhang, Zhiqiang An, Joel K Elmquist, Olivia Osborn, Chen Liu, Philipp E Scherer

Faculty, Staff and Students Publications

Despite their high degree of effectiveness in the management of psychiatric conditions, exposure to antipsychotic drugs, including olanzapine and risperidone, is frequently associated with substantial weight gain and the development of diabetes. Even before weight gain, a rapid rise in circulating leptin concentrations can be observed in most patients taking antipsychotic drugs. To date, the contribution of this hyperleptinemia to weight gain and metabolic deterioration has not been defined. Here, with an established mouse model that recapitulates antipsychotic drug-induced obesity and insulin resistance, we not only confirm that hyperleptinemia occurs before weight gain but also demonstrate that hyperleptinemia contributes directly …

Qa-Snare Syntaxin 18 Mediates Lipid Droplet Fusion With Snap23 And Sec22b, Yuhui Fu, Binbin Ding, Xiaoxia Liu, Shangang Zhao, Fang Chen, Linsen Li, Yi Zhu, Jingxuan Zhao, Zhen Yuan, Yafeng Shen, Chaofeng Yang, Mengle Shao, She Chen, Perry E Bickel, Qing Zhong

Faculty, Staff and Students Publications

Lipid droplets (LDs) are dynamic lipid storage organelles that can sense and respond to changes in systemic energy balance. The size and number of LDs are controlled by complex and delicate mechanisms, among which, whether and which SNARE proteins mediate LD fusion, and the mechanisms governing this process remain poorly understood. Here we identified a SNARE complex, syntaxin 18 (STX18)-SNAP23-SEC22B, that is recruited to LDs to mediate LD fusion. STX18 targets LDs with its transmembrane domain spanning the phospholipid monolayer twice. STX18-SNAP23-SEC22B complex drives LD fusion in adiposome lipid mixing and content mixing in vitro assays. CIDEC/FSP27 directly binds STX18, …

The Role Of Vitamin D In Patients With Inflammatory Bowel Disease Treated With Vedolizumab, Bincy P Abraham, Christopher Fan, Theresa Thurston, Joshua Moskow, Hoda M Malaty

Faculty, Staff and Students Publications

BACKGROUND: Many clinical factors can contribute to the efficacy of medical therapy in Inflammatory Bowel Disease (IBD). We assessed their effects on the efficacy of vedolizumab therapy in a cohort of patients with IBD.

METHODS: We conducted a retrospective study on patients between 18 and 80 years of age with ulcerative colitis (UC) or Crohn's disease (CD) who were seen in the IBD program at Houston Methodist in Houston, TX and treated with vedolizumab for at least 6 months from 2018 to 2022. We investigated factors prior to the initiation of therapy that best predicted treatment response, with an emphasis …

Nutritional And Health Benefits Of Singhara – A Review Article., Soma Basu, A.J. Hemamalini

International Journal of Health and Allied Sciences

Trapa Natans commonly known as Singhara or Paniphal in India. It grows throughout the East of India. Dried water chestnuts can be ground into flour to make a kind of porridge. Young nuts can be eaten raw with its greenish skin removed. The Singhara shell and core are rich in starch, dietary fiber, essential amino acids, certain types of phenols and minerals and have demonstrated various biological activities, including anticancer and antioxidant properties. Singhara contains several antioxidants that can reduce the risk of multiple chronic diseases and conditions.

Identification Of Exosome Protein Panels As Predictive Biomarkers For Non-Small Cell Lung Cancer, Bin Luo, Zujun Que, Xinyi Lu, Dan Qi, Zhi Qiao, Yun Yang, Fangfang Qian, Yi Jiang, Yan Li, Ronghu Ke, Xiaoyun Shen, Hua Xiao, Hegen Li, Erxi Wu, Jianhui Tian

Children’s Nutrition Research Center Staff Publications

Background: Non-small cell lung cancer (NSCLC) remains a leading cause of cancer-related deaths worldwide, primarily due to its propensity for metastasis. Patients diagnosed with localized primary cancer have higher survival rates than those with metastasis. Thus, it is imperative to discover biomarkers for the early detection of NSCLC and the timely prediction of tumor metastasis to improve patient outcomes.

Methods: Here, we utilized an integrated approach to isolate and characterize plasma exosomes from NSCLC patients as well as healthy individuals. We then conducted proteomics analysis and parallel reaction monitoring to identify and validate the top-ranked proteins of plasma exosomes.

Results: …

See Me, Hear Me, Know Me: Perspectives On Diet And Physical Activity Influences Among Teens Living In Rural Texas Communities, Debbe Thompson, Julie Miranda, Chishinga Callender, Jayna M Dave, Godlove Appiah, Salma M A Musaad

Faculty, Staff and Students Publications

Teens in rural communities are at greater risk of obesity than teens in urban areas. Diet and physical activity influence obesity risk. Understanding their perspectives is an important step in intervention design. This qualitative investigation explored teen perspectives on how living in a rural community influenced their diet and physical activity choices. Forty parent-teen pairs were recruited. Data collection included surveys and telephone interviews. This paper reports teen perspectives identified in the first interview. Thematic analysis was used to code and analyze the data. Findings revealed that the primary factor driving teens' diet and physical activity behaviors was the teens …

A Qualitative Study On Parenting Practices To Sustain Adolescent Health Behaviors In American Indian Families, Christine Hodgson, Dylan Decker, Teresia M O'Connor, Melanie Hingle, Francine C Gachupin

Children’s Nutrition Research Center Staff Publications

American Indian (AI) adolescents who practice healthy behaviors of sleep, nutrition, physical activity, and limited screen time can lower their lifetime risk of diet-sensitive disease. Little is known about how AI parenting practices influence the health behaviors of youth. The objective of this qualitative study was to explore how a group of AI parents of youths at risk of disease influenced their youth’s health behaviors after a family intervention. A secondary objective was to understand the role of AI parents in supporting and sustaining health behavior change in their youths following the intervention. Semi-structured in-depth interviews were conducted with AI …