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Dilmaghani, Saam

https://orcid.org/0000-0003-2027-7405

Mayo Clinic

Mayo Clinic

Citations 26

Optimal Single or Combined Parameters for Dyssynergic Defecation on Anorectal Manometry: A Proof-of-Concept Machine Learning Study
Damianos, John A., Dilmaghani, Saam , Matar, Ayah, Halawi, Houssam, Oblizajek, Nicholas, Camilleri, Michael, Halawi, Houssam , Oblizajek, Nicholas R. , Matar, Ayah , Damianos, John A , Matar, Ayah , Halawi, Houssam , Camilleri, M , Oblizajek, Nicholas R , Damianos, John , Camilleri, Michael

American Journal of Gastroenterology | January 27, 2026 | Volume: 121 | Issue: 4 | Pages: 1001-1008

10.14309/ajg.0000000000003932 Get It

INTRODUCTION: To perform a proof-of-concept study to evaluate the performance of individual and combined anorectal manometry and balloon expulsion testing (BET) parameters for diagnosing dyssynergic defecation (DD) using machine learning (ML). METHODS: A single gastrointestinal motility specialist assessed (2008–2018) 307 patients. A ML model was constructed on anorectal manometry/BET data. BET was weight-based in 235 patients and time-based in 72 patients. Missing data were imputed. Data were split 75% train/25% test with preprocessing performed. Five common ML models were trained, and performance was compared using receiver operating characteristic (ROC) area under the curve and accuracy based on 100 bootstrapped samples. The most accurate models were fine-tuned and evaluated on the test set. RESULTS: The median age was 40 years, body mass index 22.2 kg/m 2 , and 81% were women. Two-hundred and 22 (72.3%) patients had a clinical diagnosis of DD. Compared with patients without clinical diagnosis of DD, patients with DD had significantly lower rectoanal pressure gradient (RAG) (median −34.7 [IQR −57.1, −13.0] vs −24.6 [IQR −44.5, −2.4] mm Hg, P = 0.009) and more abnormal BET (59.5% vs 11.8%, P < 0.001). Four features were retained in the optimized model as predictors of DD: abnormal BET, greater resting anal pressure (RAP), and more negative RAG. The optimal parameter was abnormal BET ( P = 0.003), but combinations of 2 manometry results (RAP and RAG) yielded positive predictive values (PPVs) >80%. The optimized logistic regression model had an area under the curve of 0.878, with a sensitivity of 75.0% and specificity of 81.8% at a probability threshold of 0.704. DISCUSSION: Abnormal BET, or a combination of 2 manometric parameters (RAP and RAG), provides >80% positive predictive value for diagnosing DD in patients with chronic constipation.
Indomethacin Fails to Increase Intestinal Permeability in Healthy Volunteers
Camilleri, Michael , Busciglio, Irene, Carlson, Paula, Lupianez‐Merly, Camille , Yang, David Yi , Ryks, Michael, Ferber, Monique, Houamel, Dounia, Perot, Stéphanie, Montestruc, François , Dilmaghani, Saam , Lupianez-Merly, Camille, Yang, David Y.

Clinical and Translational Gastroenterology | October 28, 2025 | Volume: 17 | Issue: 1 | Pages: e00944

10.14309/ctg.0000000000000944 Get It

INTRODUCTION: Indomethacin is often used experimentally to induce intestinal hyperpermeability, enabling evaluation of interventions targeting barrier function. METHODS: We conducted a randomized, double-blind, placebo-controlled study (NCT05538247) in healthy volunteers to assess whether a supplement could mitigate indomethacin-induced hyperpermeability. Participants received 150 mg/d of indomethacin for 6 days, either before or during placebo/supplement administration. Permeability was measured using 13 C-mannitol and lactulose urinary excretion. RESULTS: Contrary to expectations, indomethacin failed to increase 13 C-mannitol excretion in either group. No meaningful elevations in serum (zonulin, claudins) or fecal (calprotectin) biomarkers were observed. DISCUSSION: Our findings suggest that the expected increase in intestinal permeability after indomethacin administration may not be consistently observed in healthy volunteers. These results highlight the need to carefully consider the reproducibility and sensitivity of this model in future clinical studies aiming to investigate gut barrier function.
Meta‐Analysis: Efficacy and Safety of Sequestrants for Bile Acid Diarrhoea
BouSaba, Joelle, Lupianez‐Merly, Camille , Camilleri, Michael , Dilmaghani, Saam , Lupianez-Merly, Camille, Camilleri, M , Prokop, Larry J. , Murad, M. Hassan

Alimentary Pharmacology & Therapeutics | October 15, 2025 | Volume: 62 | Issue: 11-12 | Pages: 1054-1065

10.1111/apt.70390 Get It

ABSTRACT Background Bile acid diarrhoea, a common cause of diarrhoea‐predominant irritable bowel syndrome, has a similar prevalence to coeliac disease and inflammatory bowel diseases. The mainstay of treatment is bile acid sequestrants (BAS). The effectiveness of using bile acid‐targeted therapies remains unclear. Aim To compare BAS with placebo for bile acid diarrhoea. Methods We conducted a systematic review and meta‐analysis of randomised controlled trials comparing BAS to placebo using a comprehensive search of databases from inception to 8/1/2023. Inclusion required unequivocal diagnosis using serum or faecal biochemical parameters, or 75 SeHCAT. Co‐primary endpoints were ≥ 30% improvement in bowel movement consistency and frequency averaged over 7 days. Adverse effects were also summarised. Results Database search resulted in 1152 citations; 1 additional study was added. Ultimately, 6 trials (5 parallel arm, 1 crossover) involving 182 participants evaluated the effectiveness of BAS over 1–8 weeks. Participants were between the third and seventh decades of life and mostly female. The risk of bias was low except in one parallel and one crossover trial. Meta‐analysis of parallel‐design trials of sequestrants only showed a clinically significant reduction in stool consistency and frequency with pooled relative risks of 1.50 (95% CI: 1.14–1.96) and 2.80 (95% CI: 1.68–4.67), respectively. There was no observable heterogeneity ( I 2 = 0%), and the certainty of evidence was moderate. There was no statistically significant difference in adverse effects. Conclusions This study quantifies the significant and rapid improvement in both stool consistency and frequency with BAS in patients with objective diagnosis of bile acid diarrhoea. Sequestrants also appear well tolerated.
Metrics for Phonoenterogram Analytics Towards AI Powered Diagnosis of Bowel Diseases: Feasibility Meal Study in a Healthy Subject
Gopalakrishnan, Keerthy, Asadimanesh, Naghmeh, Sood, Divyanshi, Rapolu, Swetha, Lee, Jieun , Patel, Bhumi, Arunachalam, S P , Mohan, Anmol , Patel, Bhumi, Dilmaghani, Saam , Arunachalam, Shivaram P.

2025 IEEE International Conference on Electro Information Technology (eIT) | August 12, 2025 | Volume: No volume available | Issue: No issue available | Pages: 1-6

10.1109/eit64391.2025.11103636 Get It

Effects of Ricinoleic Acid (Castor Oil) on Gut Permeability in Healthy Participants: Provocative Test for Treatments Aimed at Restoring Barrier Function
Yang, David Yi , Lupianez‐Merly, Camille , Jencks, Kara J. , Busciglio, Irene, Eckert, Deborah J., Ryks, Michael, Dyer, Roy B. , Vizenor, Brady A., Zhao, Yuxi , Sapone, Anna, Rooks, Michelle, Gale, Jeremy D. , Camilleri, Michael , Dilmaghani, Saam , Eckert, Deborah, Dyer, Roy, Camilleri, M , Jencks, Kara , Vizenor, Brady A.

Clinical and Translational Gastroenterology | May 28, 2025 | Volume: 16 | Issue: 7 | Pages: e00865

10.14309/ctg.0000000000000865 Get It

INTRODUCTION: Altered intestinal permeability (IP) is implicated in multiple gastrointestinal and systemic disease conditions; an experimental model of perturbed IP in healthy subjects is needed. Traditional approaches to perturbing IP include use of nonsteroidal anti-inflammatory drugs. METHODS: We conducted a single-center, randomized, placebo-controlled pilot study of dose-related effects of castor oil (CO) (and its ingredient ricinoleic acid) at 750, 1,500, or 3,000 mg daily doses on IP. Permeability was assessed using validated 13 C-mannitol and lactulose urine excretion at 0–2, 8–24, and 0–24 hours after oral administration. RESULTS: Permeability analysis across all groups demonstrated significant difference among the groups for 0–2 hours 13 C-mannitol, 0–24 hours 13 C-mannitol, and borderline significant difference for 2–8 hours 13 C-mannitol ( P = 0.060) and 0–24 hours lactulose ( P = 0.056). Direct comparison of 3,000 mg CO vs placebo ( t test) demonstrated higher excretion of 13 C-mannitol and lactulose at 0–2, and 0–24 hours, and lactulose at 2–8 hours. DISCUSSION: CO may perturb small intestinal and colonic permeability in healthy adults.
Digital Therapeutic Combining Hypnosis and Diaphragmatic Breathing Intervention for Functional Abdominal Bloating: A Feasibility Study
Wang, Xiao Jing , Ebbert, Jon O. , Loftus, Conor G., Fox, Jean, Philpot, Lindsey, Ebbert, Jon, Dilmaghani, Saam , Loftus, Conor, Wang, Xiao Jing , Philpot, Lindsey M. , Palsson, Olafur S.

Clinical and Translational Gastroenterology | February 19, 2025 | Volume: 16 | Issue: 4 | Pages: e00811

10.14309/ctg.0000000000000811 Get It

INTRODUCTION: Abdominal bloating is a difficult symptom to treat. Hypnotherapy and diaphragmatic intervention have separately shown benefit on bloating in prior work but have not been united into a single intervention. We aimed to obtain data on the potential therapeutic impact of a novel audio-recorded bloating treatment for bloating integrating hypnosis and diaphragmatic breathing, with proposed synergistic effect. METHODS: Patients with nonorganic bowel disorders with predominant bloating symptoms completed a digitally delivered 7-session audio-recorded hypnotherapy program without clinician involvement. The intervention combined bloating-targeted hypnotic suggestions and guided diaphragmatic breathing delivered under hypnosis, and was supplemented with interval self-guided breathing exercises. Participants completed online REDCap assessments at baseline, midtreatment, at end of treatment, and 3-month follow-up, evaluating symptom severity, gastrointestinal symptom-specific anxiety, overall anxiety/depression, and quality of life. Outcomes were assessed in an intention-to-treat manner with repeated measures analysis of variances (ANOVAs) with Bonferroni-adjusted pairwise post hoc tests. RESULTS: Of 23 patients who started treatment, 22 (95.6%) completed follow-up. Bloating severity on Irritable Bowel Syndrome-Symptom Severity Scale and Patient Assessment of Upper Gastrointestinal Symptom Severity Index showed reduction in bloating with large effect sizes (Cohen d of ∼0.8) at the end of treatment, as did Visceral Sensitivity Index bloating-related anxiety. At the end of treatment, 16 patients (69.6%) were Irritable Bowel Syndrome-Symptom Severity Scale treatment responders (≥30% symptom reduction) on bloating and 17 (73.9%) on overall bowel symptom severity. Anxiety, depression, and quality-of-life scores were unchanged. Outcome measures were fully maintained at the 3-month follow-up. DISCUSSION: Results suggest the therapeutic utility of a new cost-effective self-administered bloating intervention. A randomized controlled trial is planned to confirm these therapeutic effects.
S2152 Understanding of Artificial Intelligence in Healthcare Among Gastroenterology Fellows and Early Career Gastroenterologists
Khanna, Sahil , Tariq, Raseen , Dilmaghani, Saam , Soroush, Ali , Berzin, Tyler M.

American Journal of Gastroenterology | October 24, 2024 | Volume: 119 | Issue: 10S | Pages: S1535-S1535

10.14309/01.ajg.0001037976.48093.8d Get It

S801 Dose-Related Effects of Ricinoleic Acid (Castor Oil) on Gut Permeability in Healthy Participants: Provocative Test for Treatments Aimed at Restoring Barrier Function
Lupianez‐Merly, Camille , Busciglio, Irene, Eckert, Deborah J., Ryks, Michael, Dyer, Roy B. , Vizenor, Brady A., Zhao, Yuxi , Sapone, Anna, Rooks, Michelle, Gale, Jeremy D. , Camilleri, Michael , Yang, David Yi , Jencks, Kara J. , Dilmaghani, Saam , Vizenor, Brady A.

American Journal of Gastroenterology | October 24, 2024 | Volume: 119 | Issue: 10S | Pages: S552-S553

10.14309/01.ajg.0001032572.47643.cf Get It

S773 Baseline Severity Correlates with Symptom Improvement on Novel Digital Hypnotherapy Intervention for Bloating
Rajagopal, Anjali , Loftus, Conor G., Ebbert, Jon O. , Wang, Xiao‐Jing , Dilmaghani, Saam , Jin, Mauricio F. , Philpot, Lindsey M. , Palsson, Olafur S.

American Journal of Gastroenterology | October 24, 2024 | Volume: 119 | Issue: 10S | Pages: S533-S534

10.14309/01.ajg.0001032460.90402.c3 Get It

Additional criteria on scintigraphic testing for diagnosis of rapid colonic transit in patients with chronic diarrhea
Lupianez‐Merly, Camille , Dilmaghani, Saam , Jencks, Kara J. , Eckert, Deborah J., Ryks, Michael, Burton, Duane, Camilleri, Michael , Jencks, Kara , Eckert, Deborah

Neurogastroenterology & Motility | September 20, 2024 | Volume: 36 | Issue: 11 | Pages: No page available

10.1111/nmo.14917 Get It

AbstractBackgroundColonic transit (CT) measured by validated scintigraphy using 111In‐labeled activated charcoal particles is summarized using geometric center (GC) of isotopic distribution in four colonic regions and stool at 24 and 48 h. Diagnosis of rapid CT is currently based on GC24 ≥4.4 in females and >4.7 in males, which lack sensitivity. Our aim was to evaluate, in patients with chronic diarrhea with normal CT by GC24 and GC48, the diagnostic utility of CT change (∆GC) relative to sex‐matched normal values.MethodsWe evaluated two adult patient cohorts: 701 clinical patients (1994–2023) with chronic diarrhea and 76 research participants with irritable bowel syndrome with diarrhea (N = 63) or bile acid diarrhea (BAD, N = 13). Results of ∆GC were compared to 220 healthy controls' 95th percentiles (%ile) (≥2.0 females and ≥2.2 males). In the research cohort, we also analyzed (Spearman correlation) colonic ∆GC with ascending colon emptying T1/2 (AC T1/2), average stool frequency and consistency based on a daily diary, total fecal bile acid (BA) concentration, and % primary BA in a single stool sample.Key ResultsAmong 701 clinical patients with normal GC24, 160 (22.3%) had rapid CT based on ∆GC 95th %ile in health. Among 76 research participants, an additional 20.6% IBS‐D and 23% BAD had rapid CT ∆GC. Younger age and absence of diabetes mellitus were predictive of rapid ∆GC. ∆GC significantly correlated with AC T1/2 and with fecal BA.Conclusions & Inferences∆GC identified an additional 21%–23% patients with rapid colonic transit among patients with diarrhea and normal GC24.