Artificial Intelligence in the Endoscopy Suite

I never saw the show, “Office Space.” However, I did see the opening trailer (1 min) recently and it is very funny. YouTube Link: Office Space – Peter’s Original Traffic Scene

Hydrangeas in Sandy Springs

MB Wallace et al. Gastroenterol 2022; 162: 295-304. Open access: Impact of Artificial Intelligence on Miss Rate of Colorectal Neoplasia

Design: In a multicenter and multicountry randomized crossover trial, patients (n=230) undergoing CRC screening or surveillance were enrolled in 8 centers (Italy, UK, US), and randomized (1:1) to undergo 2 same-day, back-to-back colonoscopies with or without AI (deep learning computer aided diagnosis endoscopy) in 2 different arms, namely AI followed by colonoscopy without AI or vice-versa.

Key finding: There was an approximately 50% reduction of the miss rate of colorectal neoplasia, mainly due to a decreased miss rate of flat and small lesions.

The editorial (pg 35-38, DK Rex et al. Artificial Intelligence Improves Detection at Colonoscopy: Why Aren’t We All Already Using It?) provides some perspective regarding the study limitations and why AI will not be widely adopted in the near term.

Limitations:

  • “Tandem studies are more often positive than parallel design studies.  In a parallel design study, endoscopist bias toward any study arm is mitigated by the clinical and medical-legal demands to protect patients from colorectal cancer in a single withdrawal.”
  • “Detection gains for AI are largely for diminutive lesions.3 This is generally true for detection gains from ancillary devices, because powering trials for improved advanced lesion detection is not practical”

Slow Uptake of AI:

  • First, other adjunctive detection devices have received approval from the US Food and Drug Administration and then failed to reach widespread use…the limited adoption of this entire category suggests that physicians attach a relatively low price point to the value of detection gains produced by add-on devices…Incorporating detection devices with add-on cost is particularly problematic in US ambulatory surgery centers.”
  • The authors indicate that an endoscopy company could add AI to standard equipment as one way to advance use of this technology

My take: AI will likely improve interpretation and usefulness of colonoscopy, whether for cancer surveillance and other reasons. Cost and familiarity are current barriers to early adoption.

Related blog post: #NASPGHAN19 Impact of New Technologies on Patient Health

Biologics in Children with Very Early Onset Inflammatory Bowel Disease

B Kerur et al. JPGN 2022; 75: 64-69. Utilization of Antitumor Necrosis Factor Biologics in Very Early Onset Inflammatory Bowel Disease: A Multicenter Retrospective Cohort Study From North America

In this retrospective study, 120 of 294 children with VEO-IBD (diagnosed 2008 and 2013, PRO-KIDS network) received anti-TNF therapy (96% infliximab). 101 of these 120 had adequate data recorded. It is noted that additional data on this cohort has been previously published (IBD Updates: Outcomes of VEO-IBD, PIANO Study Update, and Insurance-Disparity Relationship). Key findings:

  • Anti-TNF durability was 90% at 1 year, 75% at 3 years, and 55% at 5 years
  • Patients with Crohn’s disease had better durability than those with UC/IBD-U (Hazard ratio 0.17)
  • The most common reason for discontinuation of anti-TNF were loss of response in 24 (57%) children
  • 67 (66%) received combined therapy with an immunomodulator and this was associated with improved anti-TNF durability (Hazard ratio 0.30). However, authors note this was in era preceding widespread therapeutic drug monitoring.
  • The majority of children in the current study did not undergo testing for monogenic mutations

My take: Data for use of anti-TNF agents in this age group (< 6 yrs) has been limited. This study suggests similar effectiveness of anti-TNF agents in VEO-IBD compared to older groups. Given this groups increased risk for monogenic mutations, it is still a good idea, if feasible, to test for these disorders.

Related blog posts:

Outcomes with Enteral Nutrition

Notice: At this time, gutsandgrowth intends to post blogs 2-3 times per week rather than daily.

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N Davidson et al. JPGN 2022; 75: 70-75. 6- and 12-Month Outcomes after 90:10 Enteral Nutrition Induction Therapy in Pediatric Crohn’s Disease

In this retrospective study (2013-2018), the authors examined outcomes in 105 children treated with a 90:10 enteral feeds (90% formula).

Key findings:

  • 44/105 (42%) patients completed 8–12 weeks
  • After induction, 18 continued EN maintenance with a 80:20 then 70:30 protocol; however, only 10 remained on EN at 6 months and 4 remained on EN at 12 months

The associated editorial (pg: 1-2) make several points:

  1. While EEN is effective and safe, this study and others have shown poor adherence
  2. It is unclear how exclusive enteral nutrition needs to be in order to be effective. And, many patients instructed to receive 90% of their calories as formula are likely consuming higher amounts of table foods
  3. We still are working out which foods need to be excluded

My take: This study shows that EEN is NOT a practical option for most patients beyond induction. Only 4 patients remained on EEN at 12 months.

Related blog posts:

Gastrostomy Tube Recommendations in Pediatrics

L Berman et al. Pediatrics 2022; 149 (6): e2021055213. Gastrostomy Tube Use in Pediatrics: A Systematic Review

This lengthy review (27 pages) authored by a multispecialty team makes 17 graded recommendations regarding gastrostomy tubes/gastrostomy tube (GT) placement. The authors state that this review was based on nearly 900 publications with 58 influencing final recommendations.

Here are several of them:

  1. Trial of home nasogastric feeding is safe and should be strongly considered before GT placement, especially for patients who are likely to learn to eat by mouth
  2. Routine contrast studies are not indicated before gastrostomy placement
  3. Laparoscopic placement is associated with the best safety profile
  4. For most patients, a low-profile balloon GT is preferred

Elaborating on these recommendations::

  • Home NG: The authors note that Lagatta et al found that infants sent home with NG from nursery had shorter length of stay and fewer readmissions/emergency encounters than patient sent home with GT. However, this statement ignores the significant differences in the patient characteristics in the two groups noted in this article (see related blog post: Impact of NG Feeding Program for NICU Graduates). Interestingly, many of the return visits are due to dislodgements of button GTs.
  • Preoperative workup: While the authors discourage use of preoperative UGI and except in patients not achieving adequate enteral nutrition due to emesis, they also recommend “GT should only be pursued after appropriate workup has been performed to investigate the underlying medical diagnosis.” I find this vague recommendation to be problematic. Shortly before making this recommendation, the authors state “proper identification and management of the underlying diagnosis (eg. diet modification for eosinophilic esophagitis) may obviate the need for GT placement.” So, do the authors want every child who may need a GT to undergo an EGD? Or perhaps even more, such as an MRI or full exome sequencing? Also, which diet trial do they recommend for potential eosinophilic esophagitis -does this mean an amino acid based formula or is a hydrolysate sufficient?
  • GT technique: The review of the techniques of GT placement cite data comparing the techniques and complication rates (though noting critical risk of bias in these studies):

My take: This article’s recommendations need to be carefully considered by pediatric gastroenterologists along with pediatric surgeons and interventional radiologists.

Related blog posts:

Disclaimer: This blog, gutsandgrowth, assumes no responsibility for any use or operation of any method, product, instruction, concept or idea contained in the material herein or for any injury or damage to persons or property (whether products liability, negligence or otherwise) resulting from such use or operation. These blog posts are for educational purposes only. Specific dosing of medications (along with potential adverse effects) should be confirmed by prescribing physician.  Because of rapid advances in the medical sciences, the gutsandgrowth blog cautions that independent verification should be made of diagnosis and drug dosages. The reader is solely responsible for the conduct of any suggested test or procedure.  This content is not a substitute for medical advice, diagnosis or treatment provided by a qualified healthcare provider. Always seek the advice of your physician or other qualified health provider with any questions you may have regarding a condition.

Lavender field (off season) at Poblanos Ranch, Albuquerque

Reliable Scoring System for Constipation Management

CMA de Bruijn et al. J Pediatr 2022; 244: 107-114. Open Access: Development of a Bowel Management Scoring Tool in Pediatric Patients with Constipation

This report describes the “newly developed and validated PBMST (Pediatric Bowel Management Scoring Tool) is a reliable tool for evaluating bowel management strategies in children with constipation.”

Key finding:

“This study shows that use of the PBMST (see below) can better guide management of childhood constipation, with its fair reproducibility indicating that it is stable over a specified time period. Indeed, consistent use of the PBMST can objectify the patient’s clinical condition over a longer period. Consequently, the score provides feedback regarding the effect of the applied bowel management strategy for each individual patient.”

From PDF version of article

My take: 6 key questions for constipation visits: stool form, anorectal pain, abdominal pain, soiling, support from parents, and social limitations.

Related blog posts:

Modified Bristol Stool Form (see link: CAM Wegh et al. JPGN 2021; 73: 210-216. The Modified Bristol Stool Form Scale: A Reliable and Valid Tool to Score Stool Consistency in Dutch (Non)Toilet-trained Toddlers)

What About the Risk of Not Intervening to Prevent Necrotizing Enterocolitis?

J Tobias et al. J Pediatr 2022; 244; 64-71. Open Access: Bifidobacterium longum subsp. infantis EVC001 Administration Is Associated with a Significant Reduction in the Incidence of Necrotizing Enterocolitis in Very Low Birth Weight Infants

Editorial: MA Underwood J Pediatr 2022; 64: 14-16. Open Access: Bifidobacterium infantis, Necrotizing Enterocolitis, Death, and the Role of Parents in the Neonatal Intensive Care Unit

Methods: Nonconcurrent retrospective analysis of 2 cohorts of 483 very low birth weight (VLBW) infants not exposed and exposed to B infantis EVC001 probiotic at Oregon Health & Science University from 2014 to 2020

Key findings:

  • The cumulative incidence of NEC diagnoses decreased from 11.0% (n = 301) in the no EVC001 (unexposed) cohort to 2.7% (n = 182) in the EVC001 (exposed) cohort (P < .01); this was a 73% risk reduction of NEC
  • NEC-associated mortality decreased from 2.7% in the no EVC001 cohort to 0% in the EVC001 cohort (P = .03)
  • There was a lack of adverse events (including probiotic sepsis)

Key points from editorial:

  • “The first cohort study showing a significant decrease in necrotizing enterocolitis (NEC) with the routine administration of probiotic dietary supplements [was] more than 20 years ago”
  • “The most recent Cochrane Database systematic review 2 included 56 randomized or quasi-randomized trials in which 10 812 infants participated. Meta-analysis found evidence for decreased risk of NEC (Risk ratio [RR] 0.54)”
  • Both the AGA and ESPGHAN have recommended routine probiotics administration to preterm infants. However, the AAP recommends “against routine probiotic administration citing ‘the lack of FDA-regulated pharmaceutical-grade products in the United States, conflicting data on safety and efficacy, and potential for harm in a highly vulnerable population.’”
  • “Recognizing that many neonatologists have opted to adopt routine probiotic administration to infants born preterm, the recent American Academy of Pediatrics statement6 recommends that an informed consent process for utilizing probiotics. Dr. Underwood counters: “there is no mention of a need to discuss these risks and benefits by those well-informed clinicians who may not believe that the data support administering probiotics. Inclusion of parents in decision-making in the NICU improves parent satisfaction and infant outcomes.”
  • Parent and clinician resource: necsociety.org. 9 Things You Need to Know About Necrotizing Enterocolitis and NEC Facts

My take: It is hard to understand that, despite 20 years of research showing probiotics can reduce mortality and morbidity in premature infants, we have not been able to manufacture a consistent, reliable high-quality probiotic capable of meeting FDA standards.

An Alternative to Ethanol Locks (Not Available in U.S.)

J Strauss et al. JPGN 2022; 74: 776-781. Mechanical Complications in Central Lines Using Taurolidine Versus Ethanol Lock Therapy in Children With Intestinal Failure

This retrospective study with 13 patients (10,187 catheter days [CDs]) compared ethanol locks (EL) with taurolidine locks (TL). Taurolidine is a “non-toxic, broad-spectrum antimicrobial” with growing use outside the U.S. Manufacturing issues still need to be addressed to gain FDA approval. Link: CORMEDIX RECEIVES COMPLETE RESPONSE LETTER FROM FDA FOR DEFENCATH™ CATHETER LOCK SOLUTION

Key findings from this study:

  • TL (vs EL) had lower rates of CVC breaks (1.11 vs 5.19/1000 CDs, P < 0.001), occlusions (0.83 vs 4.06/1000 CDs, P= 0.01) and repairs (1.94 vs 5.64/1000 CDs, P= 0.01)
  • There was no significant difference in CRBSI rates: 0.83/1000 CDs for TL vs 2.03/1000 CDs for EL (P= 0.25)

My take: Taurolidine, when available in U.S., may be a suitable alternative to ethanol, when available in U.S., in preventing CRBSI. In addition, taurolidine locks appear to have fewer mechanical risks.

Related blog posts:

Yesterday’s T-shirt

EEN: It Only Works If You Do It

S Mckirdy et al. JPGN 2022; 74: 801-804. The Impact of Compliance During Exclusive Enteral Nutrition on Faecal Calprotectin in Children With Crohn Disease

The expression ‘90% of Success is Showing Up’ has been attributed to Woody Allen. With dietary and medical treatments, adherence is the equivalent of showing up.

In this study, the authors measured fecal gluten immunogenic peptides (GIP), a biomarker of gluten intake, in 45 children (3– 17 years) with Crohn’s disease to assess adherence to enteral nutrition. This, in turn, was correlated with fecal calprotectin (FC) levels.

Key findings:

  • FC decreased in patients with undetectable GIP at both 33 and 54 days of EEN (mean decrease, 33 days: −743 mg/kg, 54 days: –1043 mg/kg, P< 0.001) but not in patients who had detectable GIP levels
  • At EEN completion, patients with undetectable GIP had a lower FC by 717 mg/kg compared with patients with a positive GIP result (P = 0.042) and demonstrated a greater decline from baseline FC (–69% vs +5%, P = 0.011)
  • 13% and 23% had detectable GIP levels at 33 days and 54 days respectively. It is noted that GIP levels are only indicative of short-term consumption (eg. prior 1-2 days) of gluten-containing foods

My take: Dietary therapies are really difficult for most people. This study shows that those with poor compliance are unlikely to benefit.

Related blog posts:

Related blog post: Why I No Longer Need to Be A Billionaire

Avoidant/Restrictive Food Intake Disorder (ARFID) with Irritable Bowel Syndrome and with Inflammatory Bowel Disease

Last week, this blog highlighted a study regarding the prevalence of ARFID in pediatric neurogastroenterology (Prevalence of Avoidant/Restrictive Food Intake Disorders in Pediatric Neurogastroenterology).

Today, this post reviews a study with 955 adult patients from 4 prospective studies who had completed the IBS Quality of Life Instrument (IBS-QOL). The 3 questions constituting the food domain were used to identify patients with reported severe food avoidance and restriction.

Key findings:

  • In total, 13.2 % of the patients reported severe food avoidance and restriction, and in these patients all aspects of quality of life were lower (P < .01) and psychological, GI, and somatic symptoms were more severe (P < .05). 

The associated editorial provides a lot of information on ARFID in this setting.

Key points:

  • “The sine qua non of ARFID is a reduction in food intake, in terms of volume and/or variety, not primarily motivated by body image disturbance”
  • “Motivations behind changes in eating in ARFID need to be 1 or more of 3 prototypical presentations: (1) fear of aversive consequences (eg, IBS symptoms), (2) a lack of interest in eating or low appetite, and (3) sensitivity to sensory characteristics of food (eg, taste, texture, smell)”
  • “Weight suppression has similar deleterious health effects as is seen in anorexia nervosa, including cardiac abnormalities and bone mineral density loss”
  • “Up to 90% of patients in IBS reporting avoidance of specific foods”
  • “To identify presence of problematic avoidant/restrictive eating, there are ARFID measures validated with cutoffs (eg, the 9-item ARFID Screen;22,23 the PARDI-ARFID questionnaire).24 Nevertheless, more research is needed on the utility of these screening measures in IBS populations”

My take: Patients with ARFID and IBS need much more careful dietary counseling. So, it is important to consider the possibility of ARFID in this patient population.

Related article: E Yelencich et al. Clin Gastroenterol Hepatol 2022; 20: 1282-1289. Open Access PDF: Avoidant Restrictive Food Intake Disorder Prevalent Among Patients With Inflammatory Bowel Disease In this cross-sectional study of adults with IBD, 28/161 (17%) had a positive ARFID risk score (>/=24). Most participants (92%) reported avoiding 1 or more foods while having active symptoms, and 74% continued to avoid 1 or more foods even in the absence of symptoms. Patients with a positive ARFID risk screen were significantly more likely to be at risk for malnutrition (60.7% vs 15.8%; P < .01)

Related blog post:

Afraid to Eat -Could be “Avoidant Restrictive Food Intake Disorder”

Liver Update: Past Time to Split (2022) & Graft Fibrosis -Will the Liver Last?

In previous posts (see below), the benefits of split-liver transplantation has been discussed, chiefly reducing pediatric waitlist mortality. A recent study (MG Bowring et al. Liver Transplantation 2022; 28: 969-982. Survival Benefit of Split-Liver Transplantation for Pediatric and Adult Candidates) shows split livers improve survival for pediatric and adult recipients.

Methods:  The researchers sought to determine the survival benefit associated with accepting a splittable graft offer for SLT versus declining and waiting for a subsequent offer using 2010 to 2018 Scientific Registry of Transplant Recipients (SRTR) data on 928 pediatric and 1814 adult liver transplantation candidates who were ever offered a splittable graft

Key findings:

  • Among adult candidates, split liver offer acceptance was associated with a 43% reduction in mortality (aHR, 0.390.570.83 [P = 0.005]; 92.2% versus 84.4% 1-year survival after decision)
  • Among pediatric candidates ≤7 kg, split liver offer acceptance versus decline was associated with a 63% reduction in mortality (adjusted hazard ratio [aHR], 0.170.370.80 [P = 0.01]; 93.1% versus 84.0% 1-year survival after decision). Among pediatric candidates >7 kg, there was no significant difference associated with acceptance of a split liver offer (aHR, 0.631.071.82 [P = 0.81]; 91.7% versus 94.4% 1-year survival after decision)

My take: These findings should spur more efforts at incentivizing the use of split livers.

Unrelated article: ER Perito et al. Liver Transplantation 2022; 28: 1051-1062. Graft Fibrosis Over 10 to 15 Years in Pediatric Liver Transplant Recipients: Multicenter Study of Paired, Longitudinal Surveillance Biopsies

Key findings (n=78):

  • The first biopsy, at a median 8.2 years (interquartile range, 5.9-11.6 years) after transplantation, showed moderate (LAFSc 4-6) in 55%, and severe (LAFSc 7 or higher) in 3% of patients.
  • The second biopsy, at a median 4.7 years (IQR, 4.3-5.1 years) later, showed moderate (LAFSc 4-6) in 62%, and severe (LAFSc 7 or higher) in 5% of patients.. Thus, there was fibrosis progression (LAFSc increased by ≥3) in 10 (13%) and regression (LAFSc decreased by ≥3) in 4 (5%) patients.

Related blog posts:

Albuquerque, NM and a bridge over the Rio Grande