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Machicado, Jorge D.

https://orcid.org/0000-0002-2065-1367

Mayo Clinic

University of Michigan

Citations 23

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.
Mortality in acute pancreatitis with persistent organ failure is determined by the number, type, and sequence of organ systems affected
Machicado, Jorge D. , Gougol, Amir , Tan, Xiaoqing , Gao, Xiaotian , Pothoulakis, Ioannis , Talukdar, Rupjyoti , Gulla, Aistė , Stevens, Tyler , Barbu, Sorin T. , Nawaz, Haq , Gutierrez, Silvia C., Zarnescu, Narcis , Capurso, Gabriele , Easler, Jeffrey J. , Τriantafyllou, Κonstantinos , Thakkar, Shyam , Ocampo, Carlos , de‐Madaria, Enrique , Coté, Gregory A. , Conwell, Darwin L. , Hart, Phil A. , Tang, Gong , Pothoulakis, Ioannis , de-Madaria, Enrique , Paragomi, Pedram , Kochhar, Rakesh K. , Goenka, Mahesh Kumar , González, José Alberto , Singh, Vikesh K. , Ferreira, Miguel Godinho , Peláez‐Luna, Mario , Wu, Bechien U. , Papachristou, Georgios I.

United European Gastroenterology Journal | April 19, 2021 | Volume: 9 | Issue: 2 | Pages: 139-149

10.1002/ueg2.12057 Get It

Abstract Background Persistent organ failure (POF) is the strongest determinant of mortality in acute pancreatitis (AP). There is a paucity of data regarding the impact of different POF attributes on mortality and the role of different characteristics of systemic inflammatory response syndrome (SIRS) in the risk of developing POF. Objective We aimed to assess the association of POF dynamic features with mortality and SIRS characteristics with POF. Methods We studied 1544 AP subjects prospectively enrolled at 22 international centers (APPRENTICE consortium). First, we estimated the association of onset, duration, and maximal score of SIRS with POF. Then, we evaluated the risk of mortality based on POF onset, duration, number, type, and sequence of organs affected. Analyses were adjusted for potential confounders. Results 58% had SIRS, 11% developed POF, and 2.5% died. Early SIRS, persistent SIRS, and maximal SIRS score ≥ 3 were independently associated with higher risk of POF ( p < 0.05). Mortality risk in POF was higher with two (33%, odds ratio [OR] = 10.8, 3.3–34.9) and three (48%, OR = 20.2, 5.9–68.6) organs failing, in comparison to single POF (4%). In subjects with multiple POF, mortality was higher when the cardiovascular and respiratory systems failed first or concurrently as compared to when the renal system failed first or concurrently with other organ ( p < 0.05). In multivariate regression model, the number and sequence of organs affected in POF were associated with mortality ( p < 0.05). Onset and duration of POF had no impact mortality. Conclusion In AP patients with POF, the risk of mortality is influenced by the number, type, and sequence of organs affected. These results are useful for future revisions of AP severity classification systems.
The Inter- and Intra- Observer Agreement in Confocal Endomicroscopy Guided Diagnosis Of Pancreatic Cysts and Evaluation of Diagnostic Accuracy Compared to Histopathology
Lennon, AM, Yew, D.T., Pereira, Stephen P. , El-Dika, Samer, Pannala, Rahul , Girotra, Mohit , Feng, Yunlu , Sijie, H, Valantin, V., Hilton, Ashley Stewart, Machicado, Jorge D. , Napoléon, Bertrand , Yew, D Tan Meng, Kongkam, Pradermchai , Bertani, Helga , Zhong, Ning , Leblanc, S, Krishna, Somashekar G.

Endoscopy | March 31, 2021 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.1055/s-0041-1724329 Get It

Post–Acute Pancreatitis Pancreatic Exocrine Insufficiency
Machicado, Jorge D. , Lahooti, Ali , Kamal, Ayesha , Pothoulakis, Ioannis , REYNOLDS, SHARI L., Mays, Melanie, Conwell, Darwin L. , Lara, Luis F. , Paragomi, Pedram , Phillips, Anna Evans , Afghani, Elham , Singh, Vikesh K. , Papachristou, Georgios I.

Pancreas | February 22, 2021 | Volume: 50 | Issue: 2 | Pages: 147-152

10.1097/mpa.0000000000001743 Get It

Objectives We describe the methodology of Post–Acute Pancreatitis Pancreatic Exocrine Insufficiency (PAPPEI), a prospective, observational, multicenter cohort study. The objectives of PAPPEI are to estimate the incidence rate of post–acute pancreatitis (AP) pancreatic exocrine insufficiency (PEI), define factors that determine the development of post-AP PEI, and evaluate the impact of post-AP PEI on nutritional status and quality of life. Methods Enrollment started in June 2017 in 3 expert academic centers in the United States. Data were collected during hospitalization (baseline) at 3 and 12 months after enrollment. Fecal elastase-1 was used to assess PEI. Study questionnaires are completed by patient interview and review of electronic medical records. Blood is obtained to evaluate vitamin deficiencies and nutritional markers. Results As of August 2020, 77 subjects have completed the baseline evaluation. The median age was 58 years (interquartile range, 39–67 years), 38% were male, and 90% were white. The etiology of AP was biliary in 39 subjects (51%), and 51 subjects (66%) had mild AP. Three- and 12-month follow-up data have been collected in 29 and 13 subjects, respectively. Conclusion The PAPPEI study aims to expand our understanding of post-AP PEI incidence, including its impact on nutritional status and quality of life.
Dynamic changes in the pancreatitis activity scoring system during hospital course in a multicenter, prospective cohort
Paragomi, Pedram , Tuft, Marie , Pothoulakis, Ioannis , Stevens, Tyler , Nawaz, Haq , Easler, Jeffrey J. , Thakkar, Shyam , Coté, Gregory A. , Lee, Peter J. , Kamal, Ayesha , Gougol, Amir , Machicado, Jorge D. , Greer, Phil J. , Buxbaum, James , Hart, Phil A. , Conwell, Darwin L. , Tang, Gong , Akshintala, Venkata , Singh, Vikesh K. , Akshintala, Venkata S. , Phillips, Anna Evans , Whitcomb, David C. , Wu, Bechien U. , Papachristou, Georgios I.

Journal of Gastroenterology and Hepatology | February 20, 2021 | Volume: 36 | Issue: 9 | Pages: 2416-2423

10.1111/jgh.15430 Get It

AbstractBackground and AimThe primary aim was to validate the Pancreatitis Activity Scoring System (PASS) in a multicenter prospectively ascertained acute pancreatitis (AP) cohort. Second, we investigated the association of early PASS trajectories with disease severity and length of hospital stay (LOS).MethodsData were prospectively collected through the APPRENTICE consortium (2015–2018). AP severity was categorized based on revised Atlanta classification. Delta PASS (ΔPASS) was calculated by subtracting activity score from baseline value. PASS trajectories were compared between severity subsets. Subsequently, the cohort was subdivided into three LOS subgroups as short (S‐LOS): 2–3 days; intermediate (I‐LOS): 3–7 days; and long (L‐LOS): ≥7 days. The generalized estimating equations model was implemented to compare PASS trajectories.ResultsThere were 434 subjects analyzed including 322 (74%) mild, 86 (20%) moderately severe, and 26 (6%) severe AP. Severe AP subjects had the highest activity levels and the slowest rate of decline in activity (P = 0.039). Focusing on mild AP, L‐LOS subjects (34%) had 28 points per day slower decline; whereas, S‐LOS group (13%) showed 34 points per day sharper decrease compared with I‐LOS (53%; P < 0.001). We noticed an outlier subset with a median admission‐PASS of 466 compared with 140 in the rest. Morphine equivalent dose constituted 80% of the total PASS in the outliers (median morphine equivalent dose score = 392), compared with only 25% in normal‐range subjects (score = 33, P value < 0.001).ConclusionsThis study highlighted that PASS can quantify AP activity. Significant differences in PASS trajectories were found both in revised Atlanta classification severity and LOS groups, which can be harnessed in AP monitoring/management (ClincialTrials.gov number, NCT03075618).
Serum IgG4 Subclass Deficiency Defines a Distinct, Commonly Encountered, Severe Inflammatory Bowel Disease Subtype
Koutroumpakis, Filippos , Yadav, Dhiraj , Machicado, Jorge D. , Ahsan, Maaz, Rivers, Claudia Ramos, Tan, Xiaoqing , Schwartz, Marc , Proksell, Siobhan, Johnston, Elyse, Dueker, Jeffrey, Barrie, Arthur, Harrison, Janet, Dunn, Michael A. , Konnikova, Liza , Din, Hasieb, Babichenko, Dmitriy , Tang, Gong , Binion, David G. , Phillips, Anna Evans , Hashash, Jana G. , Harrison, Janet, Hartman, Douglas J.

Inflammatory Bowel Diseases | September 3, 2020 | Volume: 27 | Issue: 6 | Pages: 855-863

10.1093/ibd/izaa230 Get It

Abstract Background Immunoglobulin G subclass 4 (IgG4) is hypothesized to play an immunomodulatory role, downregulating humoral immune responses. The role of this anti-inflammatory molecule in inflammatory bowel disease (IBD) has not been fully characterized. We sought to define alterations in serum IgG4 in patients with IBD and their association with multiyear disease severity. Methods We analyzed metadata derived from curated electronic health records from consented patients with IBD prospectively followed at a tertiary center over a 10-year time period. Patients with IBD with IgG4 serum levels available formed the study population. Demographics and multiyear clinical data were collected and analyzed. We stratified patients with IBD with low, normal, or high serum IgG4 levels. Results We found IgG4 characterized in 1193 patients with IBD and low IgG4 levels in 233 patients (20%) and elevated IgG4 levels in 61 patients (5%). An IgG4 deficiency did not significantly correlate with other antibody deficiencies. In a multiple Poisson regression analysis, low IgG4 was associated with more years on biologic agents (P = 0.002) and steroids (P = 0.049) and more hospital admissions (P &lt; 0.001), clinic visits (P = 0.010), outpatient antibiotic prescriptions (P &lt; 0.001), and CD-related surgeries (P = 0.011) during the study period after controlling for certain confounders. Elevated IgG4 was only associated with primary sclerosing cholangitis (P = 0.011). A cohort of patients with IgG4-deficient severe IBD received intravenous Ig replacement therapy, which benefited and was continued in 10 out of 11 individuals. Conclusions An IgG4 subclass deficiency, distinct from other antibody deficiencies, occurred commonly in a referral IBD population and was associated with multiple markers of disease severity. This is the first association of IgG4 subclass deficiency with an inflammatory disease process. Further work is needed to define the mechanistic role of IgG4 deficiency in this severe IBD subgroup.
Radiomics for the Diagnosis and Differentiation of Pancreatic Cystic Lesions
Machicado, Jorge D. , Koay, Eugene J. , Krishna, Somashekar G. , Krishna, Somashekar G

Diagnostics | July 22, 2020 | Volume: 10 | Issue: 7 | Pages: 505

10.3390/diagnostics10070505 Get It

Radiomics, also known as quantitative imaging or texture analysis, involves extracting a large number of features traditionally unmeasured in conventional radiological cross-sectional images and converting them into mathematical models. This review describes this approach and its use in the evaluation of pancreatic cystic lesions (PCLs). This discipline has the potential of more accurately assessing, classifying, risk stratifying, and guiding the management of PCLs. Existing studies have provided important insight into the role of radiomics in managing PCLs. Although these studies are limited by the use of retrospective design, single center data, and small sample sizes, radiomic features in combination with clinical data appear to be superior to the current standard of care in differentiating cyst type and in identifying mucinous PCLs with high-grade dysplasia. Combining radiomic features with other novel endoscopic diagnostics, including cyst fluid molecular analysis and confocal endomicroscopy, can potentially optimize the predictive accuracy of these models. There is a need for multicenter prospective studies to elucidate the role of radiomics in the management of PCLs.
Intravenous fluid resuscitation in the management of acute pancreatitis
Machicado, Jorge D. , Papachristou, Georgios I.

Current Opinion in Gastroenterology | July 3, 2020 | Volume: 36 | Issue: 5 | Pages: 409-416

10.1097/mog.0000000000000659 Get It

Purpose of reviewIn the absence of proven effective pharmacologic therapy in acute pancreatitis, and given its simplicity, wide availability, and perceived safety, intravenous fluid resuscitation remains the cornerstone in the early treatment of acute pancreatitis. Herein, we will review the rationale of fluid therapy, critically appraise the published literature, and summarize recent studies.Recent findingsSeveral observational studies and small clinical trials have raised concern about the efficacy and safety of aggressive fluid resuscitation. Early aggressive fluid therapy among acute pancreatitis patients with predicted mild severity appears to have the highest benefit, whereas aggressive resuscitation in patients with predicted severe disease might be futile and deleterious. Lactated Ringer's solution is the preferred fluid type based on animal studies, clinical trials, and meta-analyses. There is a wide variation of fluid resuscitation approaches in current guideline recommendations, quality indicators, and worldwide practice patterns.SummaryThere is lack of high-quality data that supports the use of early aggressive fluid resuscitation. Large, well designed, multicenter randomized controlled trials are needed to determine the optimal timing, fluid type, volume, rate, and duration of fluid resuscitation in acute pancreatitis.
Pancreaticobiliary Endoscopy in the COVID-19 Pandemic Era
Machicado, Jorge D. , Coté, Gregory A. , Wani, Sachin , Groce, J. Royce, Conwell, Darwin L. , Krishna, Somashekar G. , Krishna, Somashekar G , Papachristou, Georgios I.

Pancreas | May 20, 2020 | Volume: 49 | Issue: 6 | Pages: 729-732

10.1097/mpa.0000000000001580 Get It

Pancreatogenic diabetes, acute pancreatitis management, and pancreatic tuberculosis: Appraising the present and setting goals for the future
Machicado, Jorge D. , Papachristou, Georgios I.

United European Gastroenterology Journal | May 4, 2020 | Volume: 8 | Issue: 4 | Pages: 365-368

10.1177/2050640620917017 Get It