The Global Incidence of Peptic Ulcer Disease Is Decreasing Since the Turn of the 21st Century: A Study of the Organisation for Economic Co-Operation and Development (OECD)

A novel lightweight deep learning based approaches for the automatic diagnosis of gastrointestinal disease using image processing and knowledge distillation techniques

BACKGROUND

Gastrointestinal (GI) diseases pose significant challenges for healthcare systems, largely due to the complexities involved in their detection and treatment. Despite the advancements in deep neural networks, their high computational demands hinder their practical use in clinical environments.

OBJECTIVE

This study aims to address the computational inefficiencies of deep neural networks by proposing a lightweight model that integrates model compression techniques, ConvLSTM layers, and ConvNext Blocks, all optimized through Knowledge Distillation (KD).

METHODS

A dataset of 6000 endoscopic images of various GI diseases was utilized. Advanced image preprocessing techniques, including adaptive noise reduction and image detail enhancement, were employed to improve accuracy and interpretability. The model's performance was assessed in terms of accuracy, computational cost, and disk space usage.

RESULTS

The proposed lightweight model achieved an exceptional overall accuracy of 99.38 %. It operates efficiently with a computational cost of 0.61 GFLOPs and occupies only 3.09 MB of disk space. Additionally, Grad-CAM visualizations demonstrated enhanced model saliency and interpretability, offering insights into the decision-making process of the model post-KD.

CONCLUSION

The proposed model represents a significant advancement in the diagnosis of GI diseases. It provides a cost-effective and efficient alternative to traditional deep neural network methods, overcoming their computational limitations and contributing valuable insights for improved clinical application.

Low prevalence of peptic ulcer disease in hospitalized patients with cystic fibrosis: A national database study

BACKGROUND

Although cystic fibrosis (CF) is widely considered a lung disease, the prevalence of CF-specific gastrointestinal symptoms and diseases has continued to rise. Peptic ulcer disease (PUD) has not been well-studied among people with CF (PwCF) and may be a common cause of abdominal symptoms. In PwCF, impaired bicarbonate secretion and unbuffered gastric acid production have been attributed to the development of ulcers, although ulcers remain uncommon. The objective of this study was to evaluate the prevalence of PUD in PwCF and assess for possible contributing factors.

METHODS

This study utilized the National Inpatient Sample (NIS) database. All patients 18 years or older with CF were identified from 2014 to 2019. Relevant patient characteristics and procedures were identified using ICD-9 and ICD-10 codes. Linear trend, bivariate analyses, and multiple regression analysis were performed. The outcomes of interest were peptic ulcer disease, pancreatic insufficiency, and nonalcoholic steatohepatitis or NASH. All analyses accounted for complex sampling scheme of the NIS.

RESULTS

The total prevalence of PwCF in the National Inpatient Sample (NIS) database was 0.08 %, and the number was stable year to year from 2014 to 2019. Hispanic patients were more likely to be diagnosed with PUD than other white (aOR 1.802 [1.311,2.476]). Multiple regression analysis indicated that PUD in PwCF was strongly associated with a diagnosis of NASH (aOR 2.421[1.197, 4.898]). PUD patients were less likely to have pancreatic insufficiency compared to the non-PUD group (aOR 0.583 [0.455, 0.745]).

CONCLUSION

Although cystic fibrosis has been historically known as a disease of childhood, advancements in therapy have led to prolonged life expectancy and higher prevalence for cystic fibrosis-related digestive diseases. This study revealed a low prevalence of PUD in PwCF. Hispanics and those with NASH are more likely to develop peptic ulcers.

Surgical Therapy of Gastric Ulcer Disease

Medical advancements, including Helicobacter pylori eradication and antisecretory agents, have reduced peptic ulcer disease (PUD)-associated hospital admissions, mortality, and surgical interventions over the past 30 years. Surgery plays an important role in the treatment of life-threatening complications of PUD, such as bleeding, perforation, and gastric outlet obstruction, as well as for disease that is refractory to medical management. The article highlights the critical role of surgery in cases where medical therapy is insufficient or in the event of emergency complications arising from PUD.

Examining the Frequency of Second Endoscopy and Its Effect on Patient Outcomes With Upper Gastrointestinal Bleeding in Southeast of Iran

BACKGROUND

This study investigated the frequency and impact of repeat endoscopy in patients with acute upper gastrointestinal bleeding (AUGIB) in a referral hospital in Southeast Iran.

MATERIALS AND METHODS

A cross-sectional descriptive-analytical study was conducted on the records of 190 patients who underwent endoscopy for AUGIB in 2019. The study compared the demographic and clinical characteristics, outcomes, and treatments of patients who had a second endoscopy (n=64) with those who did not (n=126). The data were analyzed with SPSS software, and a P value less than 0.05 was considered significant.

RESULTS

The results showed that repeat endoscopy was not significantly associated with age, gender, initial symptoms, bleeding site, first endoscopy time, or disease outcome. However, repeat endoscopy was significantly associated with higher bleeding severity, different wound types, different bleeding causes, longer hospital stay, and different treatments in the first endoscopy. The main reasons for repeat endoscopy were poor visibility and recurrent bleeding. The majority of repeat endoscopies were performed within 2 days of the first one. Most patients who had a second endoscopy did not receive any treatment, and those who did received combined thermal and epinephrine injections.

CONCLUSIONS

The study concluded that routine second endoscopy is not necessary for all patients with AUGIB, but it may be beneficial for some cases. Further research is needed to clarify the indications and timing of repeat endoscopy in AUGIB.

Laparoscopic Treatment of Perforated Peptic Ulcer: A Propensity Score-Matched Comparison of Interrupted Stitches Repair versus Knotless Barbed Suture

Background: Peptic ulcers result from imbalanced acid production, and in recent decades, proton pump inhibitors have proven effective in treating them. However, perforated peptic ulcers (PPU) continue to occur with a persistent high mortality rate when not managed properly. The advantages of the laparoscopic approach have been widely acknowledged. Nevertheless, concerning certain technical aspects of this method, such as the best gastrorrhaphy technique, the consensus remains elusive. Consequently, the choice tends to rely on individual surgical experiences. Our study aimed to compare interrupted stitches versus running barbed suture for laparoscopic PPU repair. Methods: We conducted a retrospective study utilizing propensity score matching analysis on patients who underwent laparoscopic PPU repair. Patients were categorised into two groups: Interrupted Stitches Suture (IStiS) and Knotless Suture (KnotS). We then compared the clinical and pathological characteristics of patients in both groups. Results: A total of 265 patients underwent laparoscopic PPU repair: 198 patients with interrupted stitches technique and 67 with barbed knotless suture. Following propensity score matching, each group (IStiS and KnotS) comprised 56 patients. The analysis revealed that operative time did not differ between groups: 87.9 ± 39.7 vs. 92.8 ± 42.6 min (p = 0.537). Postoperative morbidity (24.0% vs. 32.7%, p = 0.331) and Clavien-Dindo III (10.7% vs. 5.4%, p = 0.489) were more frequently observed in the KnotS group, without any significant difference. In contrast, we found a slightly higher mortality rate in the IStiS group (10.7% vs. 7.1%, p = 0.742). Concerning leaks, no differences emerged between groups (3.6% vs. 5.4%, p = 1.000). Conclusions: Laparoscopic PPU repair with knotless barbed sutures is a non-inferior alternative to interrupted stitches repair. Nevertheless, further research such as randomised trials, with a standardised treatment protocol according to ulcer size, are required to identify the best gastrorraphy technique.

Peptic ulcer disease burden, trends, and inequalities in 204 countries and territories, 1990-2019: a population-based study

Background

Peptic ulcer disease has been a major threat to the world's population, which remains a significant cause of hospitalization worldwide and healthcare resource utilization.

Objectives

We aimed to describe the global burden, trends, and inequalities of peptic ulcer disease.

Design

An observational study was conducted.

Methods

In this secondary analysis of the Global Burden of Disease, Injuries, and Risk Factors Study 2019, we extracted data for age-standardized incidence rates (ASIRs), disability-adjusted life year rates (ASDRs), and mortality rates (ASMRs); then, we stratified by age, level of regionals, and country; subsequently, we calculated estimated annual percentage changes (EAPC) of ASIR, ASDR, ASMR, and quantified cross-country inequalities in peptic ulcer disease mortality.

Results

Globally, ASIR showed a continuous downward trend, from 63.84 in 1990 to 44.26 per 100,000 population in 2019, with an annual decrease of 1.42% [EAPC = -1.42 (95% CI: -1.55 to -1.29)]. ASDR showed a continuing downward trend, and the EAPC was -3.47% (-3.58 to -3.37). ASMR showed a persistent decline, declining by nearly half in 2019 compared to 1990 (3.0 versus 7.39 per 100,000 population), with an annual decrease of 2.55% [EAPC = -3.36 (95% CI: -3.47 to -3.25)]. A significant reduction in sociodemographic index (SDI)-related inequality, from an excess of 190.43 disability-adjusted life years (DALY) per 100,000 (95% CI: -190.83 to -190.02) between the poorest and richest countries in 1990 to 62.85 DALY per 100,000 (95% CI -62.81 to -62.35) in 2019.

Conclusion

Global peptic ulcer disease morbidity and mortality rates decreased significantly from 1990 to 2019. These health gains were in accordance with a substantial reduction in the magnitude of SDI-related inequalities across countries, which is paired with overall socioeconomic and health improvements observed in the region.

Change in Prevalence and Pattern of Peptic Ulcer Disease in the Northern Savannah of Nigeria: An Endoscopic Study

Background

Peptic ulcer disease (PUD) is common worldwide. Its incidence and prevalence have been declining in recent years in developed countries, and a similar trend has been observed in many parts of Africa including Nigeria.

Aim

This study aimed to provide an endoscopic update on PUD in the Northern Savannah of Nigeria and compare with past reports from the region and recent reports from Nigeria, Africa, and the rest of the world.

Methods

Upper gastrointestinal endoscopy records of consecutive patients diagnosed with PUD between January 2014 and September 2022 at an endoscopy unit of a tertiary institution in North-West Nigeria were retrieved and demographic data, types of peptic ulcer, and their characteristics were extracted and analyzed.

Results

Over a 9-year period, 171/1958 (8.7%) patients were diagnosed with PUD: mean age 48.8 years (range 14-85), 68.4% male, and 70% >40 years. 59.6% were gastric ulcers (GU), 31.6% duodenal ulcers (DU), and 8.8% were both. The mean age of patients with GU was slightly higher than those with DU (49.9 years vs. 46.6 years, P = 0.29); patients aged <40 years were significantly more likely to be diagnosed with DU than GU (54.7% vs. 33.9%, P = 0.016) while those >40 years significantly more GU than DU (74.6% vs. 54.7%, P = 0.016). There were no significant gender differences between GU and DU.

Conclusion

The prevalence and pattern of PUD in Northern Savannah of Nigeria have changed - patients were predominantly male and older, and GU predominated.

Peptic Ulcer Disease

Peptic ulcer disease is a common cause of epigastric pain typically related to Helicobacter pylori infection or NSAID use that can lead to serious consequences including upper GI bleed or perforation if undiagnosed. Diagnostic strategies vary depending on age and treatment is dependent on etiology.

Perforated peptic ulcer (PPU) treatment: an Italian nationwide propensity score-matched cohort study investigating laparoscopic vs open approach

BACKGROUND

Perforated peptic ulcer (PPU) remain a surgical emergency accounting for 37% of all peptic ulcer-related deaths. Surgery remains the standard of care. The benefits of laparoscopic approach have been well-established even in the elderly. However, because of inconsistent results with specific regard to some technical aspects of such technique surgeons questioned the adoption of laparoscopic approach. This leads to choose the type of approach based on personal experience. The aim of our study was to critically appraise the use of the laparoscopic approach in PPU treatment comparing it with open procedure.

METHODS

A retrospective study with propensity score matching analysis of patients underwent surgical procedure for PPU was performed. Patients undergoing PPU repair were divided into: Laparoscopic approach (LapA) and Open approach (OpenA) groups and clinical-pathological features of patients in the both groups were compared.

RESULTS

A total of 453 patients underwent PPU simple repair. Among these, a LapA was adopted in 49% (222/453 patients). After propensity score matching, 172 patients were included in each group (the LapA and the OpenA). Analysis demonstrated increased operative times in the OpenA [OpenA: 96.4 ± 37.2 vs LapA 88.47 ± 33 min, p = 0.035], with shorter overall length of stay in the LapA group [OpenA 13 ± 12 vs LapA 10.3 ± 11.4 days p = 0.038]. There was no statistically significant difference in mortality [OpenA 26 (15.1%) vs LapA 18 (10.5%), p = 0.258]. Focusing on morbidity, the overall rate of 30-day postoperative morbidity was significantly lower in the LapA group [OpenA 67 patients (39.0%) vs LapA 37 patients (21.5%) p = 0.002]. When stratified using the Clavien-Dindo classification, the severity of postoperative complications was statistically different only for C-D 1-2.

CONCLUSIONS

Based on the present study, we can support that laparoscopic suturing of perforated peptic ulcers, apart from being a safe technique, could provide significant advantages in terms of postoperative complications and hospital stay.

Helicobacter pylori infection

Helicobacter pylori infection causes chronic gastritis, which can progress to severe gastroduodenal pathologies, including peptic ulcer, gastric cancer and gastric mucosa-associated lymphoid tissue lymphoma. H. pylori is usually transmitted in childhood and persists for life if untreated. The infection affects around half of the population in the world but prevalence varies according to location and sanitation standards. H. pylori has unique properties to colonize gastric epithelium in an acidic environment. The pathophysiology of H. pylori infection is dependent on complex bacterial virulence mechanisms and their interaction with the host immune system and environmental factors, resulting in distinct gastritis phenotypes that determine possible progression to different gastroduodenal pathologies. The causative role of H. pylori infection in gastric cancer development presents the opportunity for preventive screen-and-treat strategies. Invasive, endoscopy-based and non-invasive methods, including breath, stool and serological tests, are used in the diagnosis of H. pylori infection. Their use depends on the specific individual patient history and local availability. H. pylori treatment consists of a strong acid suppressant in various combinations with antibiotics and/or bismuth. The dramatic increase in resistance to key antibiotics used in H. pylori eradication demands antibiotic susceptibility testing, surveillance of resistance and antibiotic stewardship.