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Guda, Nalini M.

https://orcid.org/0000-0001-9357-174X

Mayo Clinic

GI Associates, LLC, Wisconsin, United States

Citations 9

Cost-effectiveness and environmental impact of artificial intelligence-assisted colonoscopy with the resect-and-discard strategy: a microsimulation study
Hernandez, Lyndon V. , Wallace, Michael B. , Renteln, Daniel von , Sherman, Jodi, Bhutani, Manoop S. , Guda, Nalini M. , Espinosa, Wendell, Klyve, Dominic , Manahan, Theo, Pohl, Heiko, von Renteln, Daniel , Wallace, Michael B , Sherman, Jodi D. , Manahan, Theodore, Pohl, Heiko

Endoscopy | August 12, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1055/a-2936-0598 Get It

Abstract: Background Artificial intelligence (AI)-assisted colonoscopy reduces costs in colorectal cancer screening, but its incremental value relative to non-AI resect-and-discard (RD) strategies for diminutive polyps (≤ 5 mm) remain unclear. We aimed to compare the clinical, economic, and environmental outcomes of AI-assisted and non-AI RD strategies with standard of care (SoC). Methods In our Markov model simulating 6 million individuals aged ≥45 years undergoing screening colonoscopy, 4 strategies were evaluated: SoC, non-AI RD, CADe-assisted RD (CADe-RD), and CADe+CADx-assisted RD (CADe+CADx-RD). The primary outcome was total quality-adjusted life years (QALYs), with secondary outcomes including cost and carbon dioxide (CO₂) emissions. Results Non-AI RD achieved the lowest total cost ($36.6B) and carbon emissions (0.90 million kg CO₂), while yielding the highest QALYs (51.37 million), although differences in QALYs across strategies were small (<0.01%). CADe-RD and CADe+CADx-RD remained cost-saving relative to SoC ($36.9B and $37.4B vs $37.8B, respectively) but were associated with higher costs than non-AI RD. CADe modestly increased adenoma detection without improving QALYs, while the addition of CADx increased costs and emissions and resulted in slightly lower QALYs. Sensitivity analysis showed that CADe+CADx-RD matched or exceeded CADe-RD QALYs only within a limited region of high diagnostic performance. At currently reported CADx performance levels, CADe+CADx-RD yielded lower QALYs and higher costs than CADe-RD. CADe+CADx-RD achieved non-inferiority in QALYs relative to CADe-RD only within a limited region of high diagnostic performance. Conclusions In our non-deterministic model, non-AI RD provided the optimal balance of clinical benefit, cost savings, and lowest environmental impact.
Quality Indicators for Capsule Endoscopy and Deep Enteroscopy
Leighton, Jonathan A. , Brock, Andrew, Semrad, Carol E. , Hass, David J., Guda, Nalini M. , Barkin, Jodie A. , Eisen, Glenn M.

American Journal of Gastroenterology | September 26, 2022 | Volume: 117 | Issue: 11 | Pages: 1780-1796

10.14309/ajg.0000000000001903 Get It

INTRODUCTION: Capsule endoscopy (CE) and deep enteroscopy (DE) can be useful for diagnosing and treating suspected small-bowel disease. Guidelines and detailed recommendations exist for the use of CE/DE, but comprehensive quality indicators are lacking. The goal of this task force was to develop quality indicators for appropriate use of CE/DE by using a modified RAND/UCLA Appropriateness Method. METHODS: An expert panel of 7 gastroenterologists with diverse practice experience was assembled to identify quality indicators. A literature review was conducted to develop a list of proposed quality indicators applicable to preprocedure, intraprocedure, and postprocedure periods. The panelists reviewed the literature; identified and modified proposed quality indicators; rated them on the basis of scientific evidence, validity, and necessity; and determined proposed performance targets. Agreement and consensus with the proposed indicators were verified using the RAND/UCLA Appropriateness Method. RESULTS: The voting procedure to prioritize metrics emphasized selecting measures to improve quality and overall patient care. Panelists rated indicators on the perceived appropriateness and necessity for clinical practice. After voting and discussion, 2 quality indicators ranked as inappropriate or uncertain were excluded. Each quality indicator was categorized by measure type, performance target, and summary of evidence. The task force identified 13 quality indicators for CE and DE. DISCUSSION: Comprehensive quality indicators have not existed for CE or DE. The task force identified quality indicators that can be incorporated into clinical practice. The panel also addressed existing knowledge gaps and posed research questions to better inform future research and quality guidelines for these procedures.
Correction to: Pain Experience in Pancreatitis: Strong Association of Genetic Risk Loci for Anxiety and PTSD in Patients With Severe, Constant, and Constant-Severe Pain
Dunbar, Ellyn, Alkaade, Samer, Banks, Peter A. , Conwell, Darwin L. , Forsmark, Christopher E., Gardner, Timothy B. , Guda, Nalini M. , Machicado, Jorge D. , Muniraj, Thiruvengadam , Romagnuolo, Joseph , Sandhu, Bimaljit S., Sherman, Stuart , Slivka, Adam, Wilcox, C. Mel , Yadav, Dhiraj , Lewis, Michele D. , Greer, Phil J. , Amann, Stephen T. , Brand, Randall E. , Papachristou, Georgios I. , Whitcomb, David C.

American Journal of Gastroenterology | November 5, 2021 | Volume: 117 | Issue: 2 | Pages: 359-359

10.14309/ajg.0000000000001549 Get It

Pain Experience in Pancreatitis: Strong Association of Genetic Risk Loci for Anxiety and PTSD in Patients With Severe, Constant, and Constant-Severe Pain
Dunbar, Ellyn, Greer, Phil J. , Alkaade, Samer, Banks, Peter A. , Conwell, Darwin L. , Forsmark, Christopher E., Gardner, Timothy B. , Guda, Nalini M. , Machicado, Jorge D. , Muniraj, Thiruvengadam , Romagnuolo, Joseph , Sandhu, Bimaljit S., Sherman, Stuart , Slivka, Adam, Wilcox, C. Mel , Yadav, Dhiraj , Whitcomb, David C. , Lewis, Michele D. , Whitcomb, David C , Amann, Stephen T. , Brand, Randall E. , Papachristou, Georgios I.

American Journal of Gastroenterology | July 8, 2021 | Volume: 116 | Issue: 10 | Pages: 2128-2136

10.14309/ajg.0000000000001366 Get It

INTRODUCTION: Recurrent acute pancreatitis (RAP) and chronic pancreatitis (CP) are progressive inflammatory syndromes with variable features. Pain is the primary feature that contributes to low physical and mental quality of life with a third of patients reporting severe pain. Pain experience is worsened by depression. Here, we tested the hypothesis that genetic risk of the psychiatric conditions of anxiety and post-traumatic stress disorder (PTSD) is associated with pain in CP and RAP + CP subjects. METHODS: The study cohort included phenotyped and genotyped RAP and CP patients from the North American Pancreatitis Study II of European Ancestry. Candidate genetic association studies were based on the absence of pain vs pain that is constant, constant-severe, or severe. Twenty-eight candidate genetic loci for anxiety and PTSD risk were identified in the literature and were the focus of this study. RESULTS: We identified 24 significant pain-associated single nucleotide polymorphisms within 13 loci across the 3 pain patterns in CP and RAP + CP ( P < 0.002). Thirteen anxiety or PTSD genes were within these pain loci indicating nonrandom associations ( P < 4.885 × 10 −23 ). CTNND2 was associated with all pain categories and all pancreatitis etiologies. Implicated systems include neuronal signaling ( HTR2A , DRD3 , NPY , and BDNF ), hypothalamic-pituitary-adrenal axis ( NR3C1 and FKBP5 ), and cell-cell interaction ( CTNND2 and THBS2 ). DISCUSSION: A component of constant and severe pain in patients with RAP and CP is associated with genetic predisposition to anxiety and PTSD. Identification of patients at risk eligible for trials of targeted treatment as a component of a multidisciplinary pain management strategy should be formally evaluated.
Recommendations for the Operation of Endoscopy Centers in the setting of the COVID‐19 pandemic – World Endoscopy Organization guidance document
Guda, Nalini M. , Reddy, D. Nageshwar , Rey, Jean‐Fracois, Gyökeres, T , Tajiri, Hisao, Faigel, Douglas O. , Emura, Fabian , Faigel, Douglas, Jf, Rey, Seo, Dong Wan

Digestive Endoscopy | June 22, 2020 | Volume: 32 | Issue: 6 | Pages: 844-850

10.1111/den.13777 Get It

Severe Acute Respiratory Syndrome Corona Virus 2 (SARS‐CoV‐2) is the etiologic agent causing the disease Corona Virus Disease 19 (COVID‐19), resulting in a worldwide pandemic. Non‐emergent endoscopy services have been disrupted as incidence and hospitalizations were rising. It is anticipated that the peak incidence may be leveling off in many parts of the world, but there is a concern for resurgence of the virus activity. Thus, it is important for endoscopy units to have plans in place during peak times of the epidemic and when resuming endoscopic services as the pandemic wanes. The global endoscopy community is faced with the challenge of providing care during this time. The WEO‐COVID guidance task force has provided this resource document based on the current evidence and consensus opinion. These World Endoscopy Organization (WEO) recommendations are meant to guide endoscopists worldwide, should be interpreted in light of specific clinical conditions and resource availability and may not apply in all situations. This guidance document does not supersede the need to check for all local regulations and legislations.
Genetic Risk Score in Diabetes Associated With Chronic Pancreatitis Versus Type 2 Diabetes Mellitus
Goodarzi, Mark O. , Nagpal, Tanvi, Greer, Phil J. , Cui, Jinrui, Chen, Yii‐Der I., Pankow, James S. , Rotter, Jerome I. , Alkaade, Samer, Amann, Stephen T. , Baillie, John , Banks, Peter A. , Conwell, Darwin L. , Coté, Gregory A. , Forsmark, Christopher E., Gardner, Timothy B. , Gelrud, Andrés , Guda, Nalini M. , LaRusch, Jessica, Lewis, Michele D. , Money, Mary E. , Muniraj, Thiruvengadam , Romagnuolo, Joseph , Sandhu, Bimaljit S., Sherman, Stuart , Wilcox, C. Mel, Park, Walter G. , Andersen, Dana K. , Hart, Phil A. , Yadav, Dhiraj , Whitcomb, David C. , Whitcomb, David C , Rotter, Jerome I , Pankow, James S , Lewis, Michele D , Nagpal, Tanvi, Guo, Xiuqing , Brand, Randall E. , Papachristou, Georgios I. , Singh, Vikesh K. , Pandol, Stephen J. , Bellin, Melena D.

Clinical and Translational Gastroenterology | June 22, 2019 | Volume: 10 | Issue: 7 | Pages: e00057

10.14309/ctg.0000000000000057 Get It

Introduction: Diabetes mellitus (DM) is a complication of chronic pancreatitis (CP). Whether pancreatogenic diabetes associated with CP-DM represents a discrete pathophysiologic entity from type 2 DM (T2DM) remains uncertain. Addressing this question is needed for development of specific measures to manage CP-DM. We approached this question from a unique standpoint, hypothesizing that if CP-DM and T2DM are separate disorders, they should be genetically distinct. To test this hypothesis, we sought to determine whether a genetic risk score (GRS) based on validated single nucleotide polymorphisms for T2DM could distinguish between groups with CP-DM and T2DM. Methods: We used 60 T2DM single nucleotide polymorphisms to construct a weighted GRS in 1,613 subjects from the North American Pancreatitis Study 2 and 2,685 subjects from the Multi-Ethnic Study of Atherosclerosis, all of European origin. Results: The mean GRS was identical between 321 subjects with CP-DM and 423 subjects with T2DM (66.53 vs 66.42, P = 0.95), and the GRS of both diabetic groups was significantly higher than that of nondiabetic controls (n = 3,554, P < 0.0001). Exploratory analyses attempting to enrich the CP-DM group for pancreatogenic diabetes, such as eliminating diabetes diagnosed before CP, requiring pancreas-specific comorbidities, or removing those with a family history of diabetes, did not improve the ability of the GRS to distinguish between CP-DM and T2DM. Discussion: Recognizing that we lacked a gold standard to define CP-DM, our study suggests that CP-DM may be a subtype of T2DM, a notion that should be tested in future, large prospective studies.
Chronic Pancreatitis
Schwarzenberg, Sarah Jane , Uç, Aliye , Zimmerman, Bridget, Wilschanski, Michael , Wilcox, C. Mel , Werlin, Steven L. , Troendle, David M. , Tang, Gong , Slivka, Adam, Sherman, Stuart , Shah, Uzma , Sandhu, Bimaljit S., Romagnuolo, Joseph , Rhee, Sue, Pohl, John F. , Perito, Emily R. , Ooi, Chee Y. , Nathan, Jaimie D. , Muniraj, Thiruvengadam , Morinville, Véronique D., McFerron, Brian A. , Mascarenhas, Maria R., Maqbool, Asim , Liu, Quin , Lin, Tom K. , Lewis, Michele D. , Husain, Sohail Z. , Heyman, Melvin B. , Guda, Nalini M. , Gonska, Tanja , Giefer, Matthew J. , Gelrud, Andrés , Gariepy, Cheryl E. , Gardner, Timothy B. , Freedman, Steven D., Forsmark, Christopher E., Fishman, Douglas S., Coté, Gregory A. , Conwell, Darwin L. , Barth, Bradley, Banks, Peter A. , Anderson, Michelle A. , Amann, Stephen T. , Alkaade, Samer, Abu‐El‐Haija, Maisam , Abberbock, Judah , Lowe, Mark E. , Yadav, Dhiraj , Lewis, Michele, Lewis, Michele D , Whitcomb, David C. , Singh, Vikesh K. , Himes, Ryan , Brand, Randall E. , Bellin, Melena D.

Journal of Pediatric Gastroenterology and Nutrition | February 2, 2019 | Volume: 68 | Issue: 4 | Pages: 566-573

10.1097/mpg.0000000000002279 Get It

ABSTRACTObjectives:The aim of the present study was to investigate the natural history of chronic pancreatitis (CP); patients in the North American Pancreatitis Study2 (NAPS2, adults) and INternational Study group of Pediatric Pancreatitis: In search for a cuRE (INSPPIRE, pediatric) were compared.Methods:Demographics, risk factors, disease duration, management and outcomes of 224 children and 1063 adults were compared using appropriate statistical tests for categorical and continuous variables.Results:Alcohol was a risk in 53% of adults and 1% of children (P < 0.0001); tobacco in 50% of adults and 7% of children (P < 0.0001). Obstructive factors were more common in children (29% vs 19% in adults, P = 0.001). Genetic risk factors were found more often in children. Exocrine pancreatic insufficiency was similar (children 26% vs adult 33%, P = 0.107). Diabetes was more common in adults than children (36% vs 4% respectively, P < 0.0001). Median emergency room visits, hospitalizations, and missed days of work/school were similar across the cohorts. As a secondary analysis, NAPS2 subjects with childhood onset (NAPS2‐CO) were compared with INSPPIRE subjects. These 2 cohorts were more similar than the total INSPPIRE and NAPS2 cohorts, including for genetic risk factors. The only risk factor significantly more common in the NAPS2‐CO cohort compared with the INSPPIRE cohort was alcohol (9% NAPS2‐CO vs 1% INSPPIRE cohorts, P = 0.011).Conclusions:Despite disparity in age of onset, children and adults with CP exhibit similarity in demographics, CP treatment, and pain. Differences between groups in radiographic findings and diabetes prevalence may be related to differences in risk factors associated with disease and length of time of CP.
Nutrition and Inflammatory Biomarkers in Chronic Pancreatitis Patients
Greer, Julia B., Greer, Phil J. , Sandhu, Bimaljit S., Alkaade, Samer, Wilcox, C. Mel , Anderson, Michelle A. , Sherman, Stuart , Gardner, Timothy B. , Lewis, Michele D. , Guda, Nalini M. , Muniraj, Thiruvengadam , Conwell, Darwin L. , Coté, Gregory A. , Forsmark, Christopher E., Banks, Peter A. , Tang, Gong , Stello, Kim, Gelrud, Andrés , Slivka, Adam, Whitcomb, David C. , Yadav, Dhiraj , Whitcomb, David C , Lewis, Michele D , Brand, Randall E.

Nutrition in Clinical Practice | August 13, 2018 | Volume: 34 | Issue: 3 | Pages: 387-399

10.1002/ncp.10186 Get It

Abstract Background Chronic pancreatitis (CP) patients frequently experience malabsorption and maldigestion, leading to micronutrient and macronutrient deficiencies. Comorbid diabetes and lifestyle habits, such as alcohol consumption, may impact nutrition status. Methods We compared micronutrient antioxidant, bone metabolism, serum protein, and inflammatory marker levels in 301 CP patients and 266 controls with no known pancreatic disease. We analyzed serum prealbumin and retinol binding protein; vitamins A, D, E, and B12; osteocalcin; tumor necrosis factor‐α; and C‐reactive protein (CRP). We also evaluated biomarkers among subsets of patients, examining factors including time since diagnosis, body mass index, alcohol as primary etiology, diabetes mellitus, vitamin supplementation, and pancreatic enzyme replacement. Results After correcting for multiple comparisons, CP patients had significantly lower levels than controls of the following: vitamin A (40.9 vs 45.4 μg/dL) and vitamin E (α‐tocopherol [8.7 vs 10.3 mg/L] and γ‐tocopherol [1.8 vs 2.2 mg/L]), as well as osteocalcin (7.9 vs 10 ng/mL) and serum prealbumin (23 vs 27 mg/dL). Both patients and controls who took vitamin supplements had higher serum levels of vitamins than those not taking supplements. Compared with controls, in controlled analyses, CP patients had significantly lower levels of vitamins A, D, and E (both α‐tocopherol and γ‐tocopherol). CP patients also had significantly lower levels of osteocalcin, serum prealbumin, and retinol binding protein, and higher CRP. Conclusions CP patients demonstrated lower levels of selected nutrition and bone metabolism biomarkers than controls. Diabetes and alcohol did not impact biomarkers. Vitamin supplements and pancreatic enzyme replacement therapy improved nutrition biomarkers in CP patients.
Recurrent Acute Pancreatitis
Guda, Nalini M. , Muddana, Venkata , Lévy, Philippe, Garg, Pramod Kumar , Coté, Gregory A. , Uç, Aliye , Varadarajulu, Shyam , Vege, Santhi Swaroop , Chari, Suresh T. , Forsmark, Chris E. , Yadav, Dhiraj , Reddy, D. Nageshwar , Tenner, Scott, Johnson, Colin, Akisik, Fatih , Saluja, Ashok K. , Lerch, Markus M. , Mallery, J. Shawn, Freeman, Martin L. , Vege, Santhi S, Whitcomb, David C. , Chari, Suresh T

Pancreas | June 12, 2018 | Volume: 47 | Issue: 6 | Pages: 653-666

10.1097/mpa.0000000000001053 Get It

Abstract Recurrent acute pancreatitis (RAP) is a clinically significant problem globally. The etiology remains unclear in approximately 10% to 15% of patients despite a thorough workup. Data on natural history and efficacy of treatments are limited. We aimed to establish criteria for diagnosis, evaluate the causative factors, and arrive at a consensus on the appropriate workup and management of patients with RAP. The organizing committee was formed, and a set of questions was developed based on the current evidence, controversies, and topics that needed further research. After a vetting process, these topics were assigned to a group of experts from around the world with special interest in RAP. Data were presented as part of a workshop on RAP organized as a part of the annual meeting of the America Pancreatic Association. Pretest and Posttest questions were administered, and the responses were tabulated by the current Grades of Recommendation Assessment, Development and Evaluation system. The consensus guidelines were established in the format of a diagnostic algorithm. Several deficiencies were identified with respect to data on etiology, treatment efficacies, and areas that need immediate research.