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Techniques in Coloproctology Jun 2024Patient selection is extremely important in obstructed defecation syndrome (ODS) and rectal prolapse (RP) surgery. This study assessed factors that guided the... (Observational Study)
Observational Study
Analysis of factors that indicated surgery in 400 patients submitted to a complete diagnostic workup for obstructed defecation syndrome and rectal prolapse using a supervised machine learning algorithm.
BACKGROUND
Patient selection is extremely important in obstructed defecation syndrome (ODS) and rectal prolapse (RP) surgery. This study assessed factors that guided the indications for ODS and RP surgery and their specific role in our decision-making process using a machine learning approach.
METHODS
This is a retrospective analysis of a long-term prospective observational study on female patients reporting symptoms of ODS who underwent a complete diagnostic workup from January 2010 to December 2021 at an academic tertiary referral center. Clinical, defecographic, and other functional tests data were assessed. A supervised machine learning algorithm using a classification tree model was performed and tested.
RESULTS
A total of 400 patients were included. The factors associated with a significantly higher probability of undergoing surgery were follows: as symptoms, perineal splinting, anal or vaginal self-digitations, sensation of external RP, episodes of fecal incontinence and soiling; as physical examination features, evidence of internal and external RP, rectocele, enterocele, or anterior/middle pelvic organs prolapse; as defecographic findings, intra-anal and external RP, rectocele, incomplete rectocele emptying, enterocele, cystocele, and colpo-hysterocele. Surgery was less indicated in patients with dyssynergia, severe anxiety and depression. All these factors were included in a supervised machine learning algorithm. The model showed high accuracy on the test dataset (79%, p < 0.001).
CONCLUSIONS
Symptoms assessment and physical examination proved to be fundamental, but other functional tests should also be considered. By adopting a machine learning model in further ODS and RP centers, indications for surgery could be more easily and reliably identified and shared.
Topics: Humans; Female; Middle Aged; Rectal Prolapse; Retrospective Studies; Constipation; Aged; Supervised Machine Learning; Syndrome; Defecation; Adult; Prospective Studies; Defecography; Patient Selection; Algorithms; Clinical Decision-Making
PubMed: 38918256
DOI: 10.1007/s10151-024-02951-1 -
Current Status and Role of Artificial Intelligence in Anorectal Diseases and Pelvic Floor Disorders.JSLS : Journal of the Society of... 2024Anorectal diseases and pelvic floor disorders are prevalent among the general population. Patients may present with overlapping symptoms, delaying diagnosis, and... (Review)
Review
BACKGROUND
Anorectal diseases and pelvic floor disorders are prevalent among the general population. Patients may present with overlapping symptoms, delaying diagnosis, and lowering quality of life. Treating physicians encounter numerous challenges attributed to the complex nature of pelvic anatomy, limitations of diagnostic techniques, and lack of available resources. This article is an overview of the current state of artificial intelligence (AI) in tackling the difficulties of managing benign anorectal disorders and pelvic floor disorders.
METHODS
A systematic literature review was performed according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. We searched the PubMed database to identify all potentially relevant studies published from January 2000 to August 2023. Search queries were built using the following terms: AI, machine learning, deep learning, benign anorectal disease, pelvic floor disorder, fecal incontinence, obstructive defecation, anal fistula, rectal prolapse, and anorectal manometry. Malignant anorectal articles and abstracts were excluded. Data from selected articles were analyzed.
RESULTS
139 articles were found, 15 of which met our inclusion and exclusion criteria. The most common AI module was convolutional neural network. researchers were able to develop AI modules to optimize imaging studies for pelvis, fistula, and abscess anatomy, facilitated anorectal manometry interpretation, and improved high-definition anoscope use. None of the modules were validated in an external cohort.
CONCLUSION
There is potential for AI to enhance the management of pelvic floor and benign anorectal diseases. Ongoing research necessitates the use of multidisciplinary approaches and collaboration between physicians and AI programmers to tackle pressing challenges.
Topics: Humans; Pelvic Floor Disorders; Artificial Intelligence; Rectal Diseases; Anus Diseases; Manometry; Fecal Incontinence
PubMed: 38910957
DOI: 10.4293/JSLS.2024.00007 -
Revista de Gastroenterologia de Mexico... Jun 2024
PubMed: 38906755
DOI: 10.1016/j.rgmxen.2024.04.003 -
Sexual Medicine Jun 2024Pelvic floor muscle training can effectively improve pelvic floor muscle strength and activities; however, its impact on sexual function in women with stress urinary...
BACKGROUND
Pelvic floor muscle training can effectively improve pelvic floor muscle strength and activities; however, its impact on sexual function in women with stress urinary incontinence remains unclear.
AIM
The study sought to investigate the impact of pelvic floor muscle training on pelvic floor muscle and sexual function in women with stress urinary incontinence.
METHODS
This was a retrospective observational study involving women who visited a urogynecologic clinic at a tertiary medical center. Patients with stress urinary incontinence without pelvic organ prolapse underwent pelvic floor muscle training programs that included biofeedback and intravaginal electrostimulation. Other evaluations included pelvic floor manometry, electromyography, and quality-of-life questionnaires, including the short forms of the Pelvic Organ Prolapse/Urinary Incontinence Sexual Questionnaire, Urogenital Distress Inventory, and Incontinence Impact Questionnaire.
OUTCOMES
Clinical characteristics, vaginal squeezing and resting pressure, maximal pelvic floor contraction, duration of sustained contraction, quality-of-life scores, and sexual function were compared between baseline and after the pelvic floor muscle training programs.
RESULTS
There were 61 women included in the study. The mean number of treatment sessions was 12.9 ± 6.3, and the mean treatment duration was 66.7 ± 32.1 days. The short forms of the Urogenital Distress Inventory (7.7 ± 3.8 vs 1.8 ± 2.1; < .001) and Incontinence Impact Questionnaire (5.9 ± 4.3 vs 1.8 ± 2.0; < .001) scores significantly improved after the pelvic floor muscle training program. In addition, all pelvic floor muscle activities significantly improved, including maximal vaginal squeezing pressure (58.7 ± 20.1 cmHO vs 66.0 ± 24.7 cmHO; = .022), difference in vaginal resting and maximal squeezing pressure (25.3 ± 14.6 cmHO vs 35.5 ± 16.0 cmHO; < .001), maximal pelvic muscle voluntary contraction (24.9 ± 13.8 μV vs 44.5 ± 18.9 μV; < .001), and duration of contraction (6.2 ± 5.7 s vs 24.9 ± 14.6 s; < .001). Nevertheless, the short form of the Pelvic Organ Prolapse/Urinary Incontinence Sexual Questionnaire score demonstrated no significant improvement (28.8 ± 9.7 vs 29.2 ± 12.3; = .752).
CLINICAL IMPLICATIONS
Pelvic floor muscle training programs may not improve sexual function in women with stress urinary incontinence.
STRENGTHS AND LIMITATIONS
The strength of this study is that we evaluated sexual function with validated questionnaires. The small sample size and lack of long-term data are the major limitations.
CONCLUSION
Pelvic floor muscle training can improve pelvic floor muscle activities and effectively treat stress urinary incontinence; however, it may not improve sexual function.
PubMed: 38903774
DOI: 10.1093/sexmed/qfae040 -
Journal of Gastrointestinal Surgery :... Jun 2024To study esophageal acid exposure, esophageal motility, and endoscopic findings before and after Sleeve Gastrectomy (SG) and Roux-en-Y Gastric Bypass (RYGB BACKGROUND:... (Review)
Review
Significant and Distinct Impacts of Sleeve Gastrectomy and Roux-en-Y Gastric Bypass on Esophageal Acid Exposure, Esophageal Motility and Endoscopic Findings: A Systematic Review and Meta-analysis.
OBJECTIVE
To study esophageal acid exposure, esophageal motility, and endoscopic findings before and after Sleeve Gastrectomy (SG) and Roux-en-Y Gastric Bypass (RYGB BACKGROUND: The lack of standardized objective assessment of esophageal physiology and anatomy contributes to the controversies regarding the impact of SG and RYGB on gastroesophageal reflux disease.
METHODS
We conducted a systematic review and meta-analysis of studies reporting at least one objective measure of esophageal physiology and/or EGD, at baseline and after SG or RYGB. The changes in pH-test, manometry, and EGD parameters were summarized.
RESULTS
Acid exposure time (AET) and DeMeester Score (DMS) significantly increased after SG: Mean Difference (MD) 2.1 (95%CI 0.3 to 3.9) and 8.6 (95%CI 2 to 15.2), respectively. After RYGB, both AET and DMS significantly decreased: MD -4.2 (95%CI -6.1 to -2.3) and - 16.6 (95%CI -25.4 to -7.8). Lower esophageal sphincter resting pressure and length significantly decreased following SG: MD - 2.8 (95%CI - 4.6 to - 1.1) and - 0.1 (95%CI - 0.2 to - 0.02), respectively. There were no significant changes in esophageal manometry after RYGB. The Relative Risk of erosive esophagitis after SG was 2.3 (95%CI 1.5 to 3.5), while after RYGB it was 0.4 (95%CI 0.2 - 0.8). The prevalence of Barrett's Esophagus changed from 0% to 3.6% after SG, and from 2.7% to 1.4% after RYGB.
CONCLUSIONS
SG resulted in worsening of all objective parameters, while RYGB showed improvement in AET, DMS, and EGD findings. Determining the risk factors associated with those outcomes could aid in surgical choice.
PubMed: 38901554
DOI: 10.1016/j.gassur.2024.06.014 -
Arquivos de Gastroenterologia 2024Chagas disease causes digestive anatomic and functional changes, including the loss of the myenteric plexus and abnormal esophageal radiologic and manometric findings.
BACKGROUND
Chagas disease causes digestive anatomic and functional changes, including the loss of the myenteric plexus and abnormal esophageal radiologic and manometric findings.
OBJECTIVE
To evaluate the association of abnormal esophageal radiologic findings, cardiac changes, distal esophageal contractions, and complaints of dysphagia and constipation in upper (UES) and lower (LES) esophageal sphincter basal pressure in Chagas disease patients.
METHODS
The study evaluated 99 patients with Chagas disease and 40 asymptomatic normal volunteers. The patients had normal esophageal radiologic examination (n=61) or esophageal retention without an increase in esophageal diameter (n=38). UES and LES pressure was measured with the rapid pull-through method in a 4-channel water-perfused round catheter. Before manometry, the patients were asked about dysphagia and constipation and submitted to electrocardiography and chest radiography.
RESULTS
The amplitude of esophageal distal contraction decreased from controls to chagasic patients with esophageal retention. The proportion of failed and simultaneous contractions increased in patients with abnormal radiologic examination (P<0.01). There were no significant differences in UES and LES pressure between the groups. UES pressure was similar between Chagas disease patients with cardiomegaly (n=27, 126.5±62.7 mmHg) and those without it (n=72, 144.2±51.6 mmHg, P=0.26). Patients with constipation had lower LES pressure (n=23, 34.7±20.3 mmHg) than those without it (n=76, 42.9±20.5 mmHg, P<0.03).
CONCLUSION
Chagas disease patients with absent or mild esophageal radiologic involvement had no significant changes in UES and LES basal pressure. Constipation complaints are associated with decreased LES basal pressure.
Topics: Humans; Male; Female; Manometry; Middle Aged; Chagas Disease; Esophageal Sphincter, Lower; Case-Control Studies; Esophageal Motility Disorders; Adult; Esophageal Sphincter, Upper; Constipation; Aged; Deglutition Disorders; Pressure
PubMed: 38896574
DOI: 10.1590/S0004-2803.24612023-174 -
Harefuah Jun 2024Upper gastrointestinal (UGI) symptoms are very common in the general adult population. Dysphagia, heartburn, regurgitation and non-cardiac chest pain are the most common... (Review)
Review
Upper gastrointestinal (UGI) symptoms are very common in the general adult population. Dysphagia, heartburn, regurgitation and non-cardiac chest pain are the most common signs. The clinical approach in managing these symptoms starts with upper GI endoscopy in order to exclude inflammatory, neoplastic and fibrotic disorders that involve the esophagus. Upper GI endoscopy is mandatory especially when alarm signs exist. In patients with no structural abnormalities, physiological testing might aid to better understand the origin of the symptoms and to improve management.
Topics: Humans; Manometry; Esophageal pH Monitoring; Esophagus; Adult; Endoscopy, Gastrointestinal; Esophageal Diseases; Deglutition Disorders; Barium Sulfate
PubMed: 38884294
DOI: No ID Found -
United European Gastroenterology Journal Jun 2024Long-term outcome data are limited for non-achalasia esophageal motility disorders treated by peroral endoscopy myotomy (POEM) as a separate group. We investigated a...
INTRODUCTION
Long-term outcome data are limited for non-achalasia esophageal motility disorders treated by peroral endoscopy myotomy (POEM) as a separate group. We investigated a subset of symptomatic patients with hypercontractile esophagus (Jackhammer esophagus).
METHODS
Forty two patients (mean age 60.9 years; 57% female, mean Eckardt score 6.2 ± 2.1) treated by primary peroral myotomy for symptomatic Jackhammer esophagus 2012-2018 in seven European centers were retrospectively analyzed; myotomy included the lower esophageal sphincter but did not extend more than 1 cm into the cardia in contrast to POEM for achalasia. Manometry data were re-reviewed by an independent expert. The main outcome was the failure rate defined by retreatment or an Eckardt score >3 after at least two years following POEM.
RESULTS
Despite 100% technical success (mean intervention time 107 ± 48.9 min, mean myotomy length 16.2 ± 3.7 cm), the 2-year success rate was 64.3% in the entire group. In a subgroup analysis, POEM failure rates were significantly different between Jackhammer-patients without (n = 22), and with esophagogastric junction outflow obstruction (EGJOO, n = 20) (13.6% % vs. 60%, p = 0.003) at a follow-up of 46.5 ± 19.0 months. Adverse events occurred in nine cases (21.4%). 14 (33.3%) patients were retreated, two with surgical fundoplication due to reflux. Including retreatments, an improvement in symptom severity was found in 33 (78.6%) at the end of follow-up (Eckardt score ≤3, mean Eckardt change 4.34, p < 0.001). EGJOO (p = 0.01) and frequency of hypercontractile swallows (p = 0.02) were predictors of POEM failure. The development of a pseudodiverticulum was observed in four cases within the subgroup of EGJOO.
CONCLUSIONS
Patients with symptomatic Jackhammer without EGJOO benefit from POEM in long-term follow-up. Treatment of Jackhammer with EGJOO, however, remains challenging and probably requires full sphincter myotomy and future studies which should address the pathogenesis of this variant and alternative strategies.
PubMed: 38873948
DOI: 10.1002/ueg2.12586 -
Neurogastroenterology and Motility Jun 2024Diabetes Mellitus (DM) is known to induce a wide range of harmful effects on several organs, notably leading to ineffective esophageal motility (IEM). However, the...
BACKGROUND
Diabetes Mellitus (DM) is known to induce a wide range of harmful effects on several organs, notably leading to ineffective esophageal motility (IEM). However, the relationship between DM and IEM is not fully elucidated. We aimed to determine the relationship between DM and IEM and to evaluate the impact of DM's end organ complications on IEM severity.
METHODS
A multicenter cohort study of consecutive patients undergoing high-resolution esophageal manometry (HREM) was performed. We reviewed medical records of patients diagnosed with IEM using HREM, encompassing data on demographics, DM history, antidiabetic and other medications as well as comorbidities.
KEY RESULTS
Two hundred and forty six subjects met the inclusion criteria. There was no significant difference in any of the HREM parameters between diabetics and nondiabetics. Out of 246 patients, 92 were diabetics. Diabetics with neuropathy presented a significantly lower distal contractile integral (DCI) value compared to those without neuropathy (248.2 ± 226.7 mmHg·cm·sec vs. 375.6 ± 232.4 mmHg·cm·sec; p = 0.02) Similarly, the DCI was lower in diabetics with retinopathy compared to those without retinopathy (199.9 ± 123.1 mmHg·cm·sec vs. 335.4 ± 251.7 mmHg·cm·sec; p = 0.041). Additionally, a significant difference was observed in DCI values among DM patients with ≥2 comorbidities compared to those without comorbidities (224.8 ± 161.0 mmHg·cm·sec vs. 394.2 ± 243.6 mmHg·cm·sec; p = 0.025). Around 12.6% of the variation in DCI could be explained by its linear relationship with hemoglobin A1c (HbA1c), with a regression coefficient (β) of -55.3.
CONCLUSION & INFERENCES
DM is significantly associated with IEM in patients with neuropathy, retinopathy, or multiple comorbidities. These results are pivotal for tailoring patient-specific management approaches.
PubMed: 38873936
DOI: 10.1111/nmo.14826 -
Dysphagia Jun 2024While functional endoscopic evaluation of swallowing (FEES) is the most useful diagnostic test for the evaluation of dysphagia, it cannot evaluate the esophageal phase...
While functional endoscopic evaluation of swallowing (FEES) is the most useful diagnostic test for the evaluation of dysphagia, it cannot evaluate the esophageal phase of swallowing. To evaluate if a modification for the FEES exam by swallowing an empty capsule and screening of the upper esophagus could be used for early detection of esophageal dysphagia. A prospective, single-center, pilot study. At the end of a standard FEES exam, the patients were asked to swallow an empty capsule. Fifteen seconds later, the endoscope was inserted into the upper esophagus. A pathological capsule test was defined when the capsule was seen in the esophagus. In such cases, the patient was advised to undergo a gastroscopy, MBS, or esophageal manometry, which were compared to the results of the capsule test. The capsule test was utilized in 109 patients. A pathological capsule test was found in 55 patients (57.8%). In 48 patients (87.3%), an isolated or combined esophageal dysphagia was seen. The accuracy value of the capsule test compared to gastroenterology tests was 83.3%, sensitivity 88.46%, specificity 75%, PPV 85%, and NPV 80%. A modification of the standard FEES exam by including an empty capsule swallow test with an upper esophagus examination may provide a useful screening tool for esophageal dysphagia.
PubMed: 38872056
DOI: 10.1007/s00455-024-10724-z