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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 -
International Journal of Surgery Case... Jul 2024Rectovaginal fistula is a complication that may occur due to rectal injury during vaginal reconstructive surgery. To prevent these complications, the recognition of the...
INTRODUCTION AND IMPORTANCE
Rectovaginal fistula is a complication that may occur due to rectal injury during vaginal reconstructive surgery. To prevent these complications, the recognition of the injury is an important factor so that primary repair can be done. The primary repair can reduce the risk of complications such as fistula formation, and also reduce the physical and psychological impact on the patient.
CASE PRESENTATION
A 33-year-old woman, came with a chief complaint of fecal leakage from the vagina and abdominal pain three months before admission with a history of vaginal reconstructive surgery due to vaginal agenesis. Eleven years after the reconstruction, the patient was diagnosed with recurrent obstruction caused by vaginal synechia. During the surgery of synechia release, rectum injury occurred. Even though primary closure repair was done at that time, several months later there was a complication of rectovaginal fistule formation in the form of fecal leakage from the vagina. The corrective surgery is performed in collaboration with a surgical gastroenterologist.
CLINICAL DISCUSSION
Iatrogenic rectal injury may occur during gynecological surgery. A fistula that occurs after the reconstruction of vaginal agenesis is a high-type rectovaginal fistula, making the repairs more complex. Collaboration surgery between surgical gastroenterologist and gynecologist may be an option in such cases.
CONCLUSION
Rectovaginal fistula is a rare but serious complication of vaginal reconstructive surgery. Early recognition, immediate management, and postoperative follow-up are essential in cases of rectal injury during vaginal reconstructive surgery.
PubMed: 38901383
DOI: 10.1016/j.ijscr.2024.109856 -
World Journal of Clinical Cases Jun 2024Computed tomography (CT) small bowel three-dimensional (3D) reconstruction is a powerful tool for the diagnosis of small bowel disease and can clearly show the...
BACKGROUND
Computed tomography (CT) small bowel three-dimensional (3D) reconstruction is a powerful tool for the diagnosis of small bowel disease and can clearly show the intestinal lumen and wall as well as the outside structure of the wall. The horizontal axis position can show the best adjacent intestinal tube and the lesion between the intestinal tubes, while the coronal position can show the overall view of the small bowel. The ileal end of the localization of the display of excellent, and easy to quantitative measurement of the affected intestinal segments, the sagittal position for the rectum and the pre-sacral lesions show the best, for the discovery of fistulae is also helpful. Sagittal view can show rectal and presacral lesions and is useful for fistula detection. It is suitable for the assessment of inflammatory bowel disease, such as assessment of disease severity and diagnosis and differential diagnosis of the small bowel and mesenteric space-occupying lesions as well as the judgment of small bowel obstruction points.
CASE SUMMARY
Bleeding caused by small intestinal polyps is often difficult to diagnose in clinical practice. This study reports a 29-year-old male patient who was admitted to the hospital with black stool and abdominal pain for 3 months. Using the combination of CT-3D reconstruction and capsule endoscopy, the condition was diagnosed correctly, and the polyps were removed using single-balloon enteroscopy-endoscopic retrograde cholangiopancreatography without postoperative complications.
CONCLUSION
The role of CT-3D in gastrointestinal diseases was confirmed. CT-3D can assist in the diagnosis and treatment of gastrointestinal diseases in combination with capsule endoscopy and small intestinal microscopy.
PubMed: 38899307
DOI: 10.12998/wjcc.v12.i16.2831 -
European Journal of Obstetrics,... Mar 2024Vaginal mesh has been used for years to try to improve the results of pelvic organ prolapse surgery, but current evidence does not confirm this improvement and instead... (Review)
Review
INTRODUCTION AND HYPOTHESIS
Vaginal mesh has been used for years to try to improve the results of pelvic organ prolapse surgery, but current evidence does not confirm this improvement and instead describes serious and frequent adverse events.
CLINICAL CASE
64-year-old patient with rectal extrusion of posterior vaginal mesh placed 8 years earlier, and persistent left ischiorectal fistula refractory to surgery. She required 5 surgeries, carried out jointly between gynecology and general surgery, to solve, firstly, the bilateral perianal abscess secondary to extrusion of the posterior vaginal mesh into the rectum and then the persistent left ischiorectal fistula, despite the removal of the material prosthetic. Finally, the fistula was solved by injection of platelet-rich plasma.
CONCLUSIONS
Vaginal mesh complications often need a multidisciplinary approach, and treatment may require multiple approaches and more than one surgical procedure. In the case of a persistent fistula refractory to surgery, after removing the mesh, non-invasive regenerative therapies that promote vascular growth and tissue regeneration could be considered such as platelet-rich plasma.
PubMed: 38878521
DOI: 10.1016/j.ejogrb.2024.03.040 -
The Pan African Medical Journal 2024anorectal malformations (ARM) are among the most common congenital anomalies in pediatric surgery. Early detection and management of vestibular fistulas are crucial for...
INTRODUCTION
anorectal malformations (ARM) are among the most common congenital anomalies in pediatric surgery. Early detection and management of vestibular fistulas are crucial for optimal outcomes, capitalizing on the pliability of sphincter muscles and the preservation of somatosensory integration. This study aimed to assess the incidence, clinical presentation, and management outcomes of vestibular fistula ARM in a low-income hospital setting.
METHODS
a retrospective audit was conducted on female pediatric patients aged up to 12 years treated for vestibular fistula ARM from January 1, 2011, to June 30, 2016. Data were collected from medical records, and patients were categorized into one of three surgical management groups. Clinical assessments, preoperative procedures, and surgical interventions were meticulously documented.
RESULTS
among 656 neonates, the incidence of vestibular fistula ARM was 8.2%. Patients presented at various ages, with 69.4% being early presenters. Notably, 11.1% of cases presented after 30 weeks of age. Functional fistula, constipation, and bowel obstruction were common presenting symptoms. Associated anomalies were relatively low. The choice of surgical approach varied, with a predominant 3-stage at 68%. Complication development did not significantly differ between surgical groups (p-value 0.083). Immediate postoperative complications were minimal, but complications at definitive anoplasty varied among the surgical groups. Anal strictures and fistula recurrence were noted. At 12 months post-surgery, anal strictures persisted in 9 participants.
CONCLUSION
this study highlights the challenges and outcomes associated with vestibular fistula ARM in a resource-constrained setting. The 3-stage approach, despite its historical preference, demonstrated suboptimal outcomes. A 2-stage procedure appears to offer a balanced alternative, particularly suitable for low-income healthcare systems. Further research and collaborative efforts are essential to refine the management of vestibular fistula ARM and improve patient outcomes.
Topics: Humans; Female; Retrospective Studies; Anorectal Malformations; Child; Infant; Child, Preschool; Infant, Newborn; Postoperative Complications; Incidence; Treatment Outcome; Poverty; Developing Countries; Recurrence; Rectal Fistula
PubMed: 38854868
DOI: 10.11604/pamj.2024.47.121.42919 -
Stem Cell Research & Therapy Jun 2024Mesenchymal stem cell treatment (MST) has emerged as a new therapeutic strategy for Crohn's perianal fistulas. It has been demonstrated that a fibrotic tract on MRI with...
BACKGROUND
Mesenchymal stem cell treatment (MST) has emerged as a new therapeutic strategy for Crohn's perianal fistulas. It has been demonstrated that a fibrotic tract on MRI with a MAGNIFI-CD score ≤ 6 is the best predictor for long-term clinical closure. Therefore, the aim of the current study was to analyse the effectiveness of MST for complex Crohn's perianal fistulas based on MRI.
METHODS
Consecutive patients with complex Crohn's perianal fistulas, previously failing both anti-TNF treatment and surgical closure, who had surgical closure of the internal opening with MST were included. The primary endpoint was radiological remission of the fistula(s) defined as a MAGNIFI-CD ≤ 6 on MRI, read by an experienced radiologist.
RESULTS
Between December 2019 and March 2023, 30 patients (15 males) with 48 fistula tracts were included with a median follow-up of 16.5 months. Radiological remission was achieved in thirteen patients (43.3%) after a median follow-up of 5.0 months (IQR 3.0-6.0). The median MAGNIFI-CD at baseline was 15.0 (IQR 7.0-20.0) which significantly decreased to 8.0 (IQR 3.0-15.0) after treatment (p = 0.001). Clinical closure was achieved in 21 patients (70.0%). Three patients (14.3%) developed a recurrence during long-term FU, all with clinically closed fistula(s), but no radiological remission. The median PDAI decreased significantly from 10.5 (IQR 7.0-14.0) to 4.0 (IQR 0.0-7.3) (p = 0.001).
CONCLUSION
MST is a promising treatment strategy for therapy refractory Crohn's perianal fistulas, resulting in > 40% radiological remission, clinical closure in 70% and a significant improvement in quality of life. No recurrences were seen in patients with radiological remission.
Topics: Humans; Male; Crohn Disease; Female; Mesenchymal Stem Cell Transplantation; Rectal Fistula; Adult; Middle Aged; Magnetic Resonance Imaging; Treatment Outcome
PubMed: 38853278
DOI: 10.1186/s13287-024-03779-0 -
BJS Open May 2024The ligation of intersphincteric fistula tract is a surgical technique designed to treat trans-sphincteric anal fistulas aiming to preserve sphincter integrity. Recent...
BACKGROUND
The ligation of intersphincteric fistula tract is a surgical technique designed to treat trans-sphincteric anal fistulas aiming to preserve sphincter integrity. Recent studies suggest its efficacy in short-term fistula healing with limited impact on continence. However, comprehensive prospective data on long-term outcomes, including recurrence and bowel continence, are limited. The present study aims to report on the long-term functional outcomes.
METHODS
Patients who underwent the ligation of intersphincteric fistula tract procedure for trans-sphincteric cryptoglandular anal fistulas between July 2012 and October 2018 at two Dutch referral centres were retrospectively reviewed. The primary outcome of interest was the long-term bowel continence after the ligation of intersphincteric fistula tract procedure, using the faecal incontinence severity index. Short-term data (collected in 2018) and long-term data (collected in 2023) on bowel continence, healing rates and recurrences were obtained through electronic records and Rockwood questionnaires. Sankey diagrams were used to visually represent individual variations in continence status (preoperative versus follow-up).
RESULTS
Among 110 patients included (50% female, median follow-up 92 months), 101 patients (92%) were treated with previous surgeries (median 2, range 0-6) and 80% had previous seton drainage. Preligation of intersphincteric fistula tract, 16% of the patients reported incontinence (mean(s.d.) faecal incontinence severity index: 2.4(7.5), increasing to 18% after ligation of intersphincteric fistula tract at short-term follow-up, including 11% newly induced cases. Long-term follow-up collected using Rockwood questionnaires (63% response rate) in 69 patients uncovered a 74% incontinency rate (mean(s.d.) faecal incontinence severity index: 9.22(9.5). In those patients without subsequent surgery 49% (17 of 35) reported incontinence at long-term follow-up. Primary fistula healing after ligation of intersphincteric fistula tract was 28%. Preoperative seton drainage significantly improved healing rates (33% versus 9%). Notably, 43% (34 of 79) of unhealed fistulas transitioned into intersphincteric tracts; in these patients, 19 were treated with subsequent fistulotomy achieving cure in 18 cases.
CONCLUSIONS
Ligation of intersphincteric fistula tract healing rates fell below recent literature standards. Although the immediate impact on postoperative continence appears minimal, long-term incontinence rates are concerning. In recognizing the deterioration of individual continence, we advocate for a patient-centered approach and urge fellow researchers and clinicians to collect comprehensive prospective continence data.
Topics: Humans; Rectal Fistula; Female; Male; Ligation; Fecal Incontinence; Middle Aged; Retrospective Studies; Anal Canal; Adult; Treatment Outcome; Recurrence; Aged
PubMed: 38843378
DOI: 10.1093/bjsopen/zrae055 -
Scientific Reports May 2024Various surgical methods have so far been developed for treating rectovaginal fistula (RVF), each with its own advantages and disadvantages. The lack of standardized... (Comparative Study)
Comparative Study
Various surgical methods have so far been developed for treating rectovaginal fistula (RVF), each with its own advantages and disadvantages. The lack of standardized animal models of RVF is a major reason for the failure to establish a unified and effective surgical method for the treatment of RVF. This study aimed to explore the feasibility of an RVF animal model by magnetic compression and compare it with the traditional modeling method. Thirty-two female Japanese white rabbits were randomly divided into four groups: A, B, C, and D, based on how the rectovaginal septum was treated. The operation time, intraoperative blood loss, and model success rate of each group were determined. The experimental animals were euthanized 2 weeks after the operation. Their rectovaginal septum specimens were obtained. RVF was observed by the naked eye. The fistula size was measured. Histological changes of fistula were observed by hematoxylin and eosin and Masson staining. All rabbits completed the RVF model and survived 2 weeks after the operation. Groups A and B had no bleeding, while groups C and D had < 0.5 mL of bleeding. The magnet detached in 4-6 days in group A, while it remained in place for 2 weeks after surgery in group B. Only one group D rabbit had a plastic hose for 2 weeks after surgery. The RVFs of groups A and C healed by themselves. In group B, the fistula was well formed. In group D, fistula healing was observed in three animals and the diameter of the fistulas was only 2.82-4.64 mm in the other four animals. Groups B and D had a scar on the inner surface of fistulas. Our study shows that the magnetic compression technique based on the T-shaped magnet is a highly useful method to establishing a continuous and stable RVF model in rabbits.
Topics: Animals; Rabbits; Female; Disease Models, Animal; Rectovaginal Fistula
PubMed: 38816430
DOI: 10.1038/s41598-024-63128-2 -
BMC Pediatrics May 2024Limited data are available regarding the risk factors for fistula-in-ano (FIA) in infants and toddlers, potentially affecting their daily lives.
BACKGROUND
Limited data are available regarding the risk factors for fistula-in-ano (FIA) in infants and toddlers, potentially affecting their daily lives.
OBJECTIVES
The purpose of this study was to identify potential risk factors for FIA in infants and toddlers, in order to implement early preventive interventions, avoid disease progression, and develop therapeutic strategies.
DESIGN AND SETTINGS
A retrospective case-control study was conducted, comparing 41 infants and toddlers diagnosed with FIA with 41 healthy controls, between August 2020 and December 2021.
INDEPENDENT VARIABLES
(a) maternal characteristics during pregnancy and delivery, (b) perinatal characteristics, dietary behaviors, and defecation-related behaviors in infants and toddlers, (c) family dietary behaviors.
RESULTS
Mothers of infants and toddlers with FIA had given birth more times in the past, while the infants and toddlers themselves had less mealtime, a higher rate of exclusive breastfeeding, frequent loose stools, and a larger proportion of used wipes, experiencing perianal skin anomalies. The logistic regression analysis revealed that there are four significant risk factors associated with the development of FIA in infants and toddlers, including the number of previous deliveries by the mother (OR 6.327), defecation frequency score (OR 5.351), stool consistency score (OR 5.017), and cleaning with wipes after defecation (OR 8.089).
CONCLUSION
Based on our data, it appeared that FIA in infants and toddlers could be attributed to several factors. These included an increased number of previous deliveries by mothers, frequent loose stools, and repeated wipe use. To prevent the occurrence and worsening of the disease, it is important to improve the frequency and consistency of stooling and provide proper care. Further research is required to verify these findings in other clinical settings.
Topics: Humans; Infant; Risk Factors; Case-Control Studies; Female; Retrospective Studies; Male; Child, Preschool; Rectal Fistula; Defecation; Breast Feeding; Pregnancy; Infant, Newborn
PubMed: 38783262
DOI: 10.1186/s12887-024-04826-8 -
Clinical Genitourinary Cancer Aug 2024To retrospectively report long term outcomes following postoperative hypofractionated radiotherapy (RT) for prostate cancer, emphasizing treatment related toxicity.
INTRODUCTION
To retrospectively report long term outcomes following postoperative hypofractionated radiotherapy (RT) for prostate cancer, emphasizing treatment related toxicity.
MATERIAL AND METHODS
Patients for whom adjuvant or salvage RT was indicated after prostatectomy were treated with a course of moderate hypofractionation consisting in the delivery of 62.5 Gy in 25 fractions (2.5 Gy per fraction) on the prostate bed in 5 consecutive weeks (EQD2 = 70 Gy) by means of 3D-CRT in most of them. Androgen deprivation therapy (ADT) was allowed at physician's discretion. Patients were evaluated for urinary and rectal complications according to the Common Terminology Criteria for Adverse Events v4 (CTCAE v.4). Overall survival (OS), biochemical recurrence free survival (bRFS), and metastasis-free survival (MFS) were estimated using the Kaplan-Meier method.
RESULTS
One hundred and ten patients with a median age of 67 years (range 51-78) were enrolled. The majority of them (82%) had adverse pathologic features only, while 31 (28%) had early biochemical relapse. Median PSA level before RT was 0.12 ng/mL (range 0-9 ng/mL). Median time from surgery was 4 months (range 1-136 months). Twenty-eight patients (25.4%) also received ADT. At a median follow up of 103 months (range 19-138 months), late Grade 3 and Grade 4 rectal toxicity were 0.9% (1 case of hematochezia) and 0.9% (1 case of fistula), respectively, while late Grade 3 GU side effects (urethral stenosis) occurred in 9 cases (8%). No late Grade 4 events were observed, respectively. Ten-year OS, b-RFS and MFS were 77.3% (95%CI: 82.1%-72.5%), 53.3% (95%CI: 59.9%-47.6%), and 76.7% (95%CI: 81.2%-72.2%), respectively.
CONCLUSION
Our study provides long term data that a shortened course of postoperative RT is as safe and effective as a long course of conventionally fractionated RT and would improve patients' convenience and significantly reduce RT department workloads.
Topics: Humans; Male; Prostatic Neoplasms; Aged; Middle Aged; Retrospective Studies; Radiation Dose Hypofractionation; Prostatectomy; Treatment Outcome; Salvage Therapy; Radiotherapy, Adjuvant; Survival Analysis
PubMed: 38759337
DOI: 10.1016/j.clgc.2024.102102