ChatGPT on guidelines: Providing contextual knowledge to GPT allows it to provide advice on appropriate colonoscopy intervals.

BACKGROUND AND AIM: Colonoscopy is commonly used in screening and surveillance for colorectal cancer. Multiple different guidelines provide recommendations on the interval between colonoscopies. This can be challenging for non-specialist healthcare providers to navigate. Large language models like ChatGPT are a potential tool for parsing patient histories and providing advice. However, the standard GPT model is not designed for medical use and can hallucinate. One way to overcome these challenges is to provide contextual information with medical guidelines to help the model respond accurately to queries. Our study compares the standard GPT4 against a contextualized model provided with relevant screening guidelines. We evaluated whether the models could provide correct advice for screening and surveillance intervals for colonoscopy. METHODS: Relevant guidelines pertaining to colorectal cancer screening and surveillance were formulated into a knowledge base for GPT. We tested 62 example case scenarios (three times each) on standard GPT4 and on a contextualized model with the knowledge base. RESULTS: The contextualized GPT4 model outperformed the standard GPT4 in all domains. No high-risk features were missed, and only two cases had hallucination of additional high-risk features. A correct interval to colonoscopy was provided in the majority of cases. Guidelines were appropriately cited in almost all cases. CONCLUSIONS: A contextualized GPT4 model could identify high-risk features and quote appropriate guidelines without significant hallucination. It gave a correct interval to the next colonoscopy in the majority of cases. This provides proof of concept that ChatGPT with appropriate refinement can serve as an accurate physician assistant.

Gender survival differences in hepatocellular carcinoma: Is it all due to adherence to surveillance? A study of 1716 patients over three decades.

Background and Aims: Hepatocellular carcinoma (HCC) is one of the commonest causes of cancer-related death worldwide. Whether gender is an independent factor for HCC survival is debatable. We studied the influence of gender on the clinical characteristics of HCC and on survival. Methods: The study cohort comprised patients with HCC seen in our department from 1988 to 2021. Clinical data were prospectively collected. We studied and compared demography, HCC characteristics, and survival between females and males. Survival analysis was censored on October 31, 2015. Results: There were 1716 HCC patients. 343 (20.0%) were females. Females were significantly older at diagnosis (median 69 vs 62 years, P < 0.001). More females were diagnosed via regular HCC surveillance (37.9% vs 29.6%, P = 0.003). Hence, as expected, females had less-advanced HCC at diagnosis with smaller median tumor diameter (30 vs 39.5 mm, P = 0.038), lower frequency of portal vein tumor thrombus (19.4% vs 33.4%, P < 0.001), less distant metastases (7.7% vs 11%, P = 0.043), and earlier Barcelona Clinic Liver Cancer (BCLC) stages (0/A, 39.7% vs 28.4%, P < 0.001). On multivariable analysis, HCC diagnosis via surveillance but not female gender was an independent predictor of improved HCC survival. Conclusions: In this large cohort of multi-ethnic Asian patients, females with HCC were significantly more adherent to surveillance and hence presented with less advanced HCC with correspondingly better overall survival than males. The gender difference in survival is likely due to females having better adherence to HCC surveillance. Surveillance to diagnose early-stage HCC remains crucial in improving outcomes.

Prognostic impact of presenting symptoms of patients with hepatocellular carcinoma.

Introduction: It is not known if the nature, number and duration of presenting symptoms at diagnosis of hepatocellular carcinoma impact on overall survival. This study examines whether the presenting symptoms of hepatocellular carcinoma have a significant impact on prognosis. Methods: The study cohort comprised 725 patients with symptomatic hepatocellular carcinoma seen in our department since October 1983. Another 545 patients were diagnosed on surveillance or from incidental findings. Presenting symptoms at diagnosis were documented. A survival census was performed on 31 October 2015 with the national registry of deaths. Presenting symptoms were examined for association with overall survival using multivariable Cox regression analysis. Survival analysis was done by Kaplan-Meier method with log-rank testing. Bivariate Pearson correlation was used to look for any association between duration of symptoms and overall survival. Results: Patients with symptomatic hepatocellular carcinoma had a significantly shorter survival than those diagnosed incidentally or on screening (94.0 vs. 786.0 days, P < 0.001). Survival was shorter in patients presenting with fluid retention (56.0 vs. 118.0 days, P < 0.001), jaundice (48.0 vs. 94.0 days, P = 0.017) and two or more symptoms (P = 0.010). Pain was associated with better survival (P < 0.001). On multivariable Cox regression analysis, only fluid retention (hazard ratio [HR] 1.56, 95% confidence interval [CI] 1.30-1.87) and jaundice (HR 1.36, 95% CI 1.07-1.74) were independently associated with shorter survival. There was no significant relationship between the duration of symptoms and overall survival. Conclusion: Patients with hepatocellular carcinoma who present with fluid retention or jaundice have significantly shorter overall survival. This is useful in assessing patients at the time of diagnosis.

Readiness for transfer: a mixed-methods study on ICU transfers of care.

OBJECTIVE: Past studies on intensive care unit (ICU) patient transfers compare the efficacy of using standardised checklists against unstructured communications. Less studied are the experiences of clinicians in enacting bidirectional (send/receive) transfers. This study reports on the differences in protocols and data elements between receiving and sending transfers in the ICU, and the elements constituting readiness for transfer. METHODS: Mixed-methods study of a 574-bed general hospital in Singapore with a 74-bed ICU for surgical and medical patients. Six focus group discussions (FGDs) with 34 clinicians comprising 15 residents and 19 nurses, followed by a structured questionnaire survey of 140 clinicians comprising 21 doctors and 119 nurses. FGD transcripts were analysed according to the standard qualitative research guidelines. Survey data were analysed using Student's t-test with Bonferroni corrections. RESULTS: General ward (GW) clinicians are more likely to receive ICU patients with complete discharge summaries while ICU clinicians receiving GW patients get significantly less data. Emergency department (ED), GW and operating theatre physicians accompany their patients to the ICU while ICU nurses accompany their patients to the GW. Not all units, such as the ED, experience bidirectional transfers. CONCLUSION: The protocols and supporting data elements of an ICU transfer vary by the type of transfer and transferring unit. Readiness for transfer means that sending unit protocols affirmatively consider the needs of the receiving unit's data needs and resource constraints.

Utility of combining PIVKA-II and AFP in the surveillance and monitoring of hepatocellular carcinoma in the Asia-Pacific region.

Even though the combined use of ultrasound (US) and alpha-fetoprotein (AFP) is recommended for the surveillance of hepatocellular carcinoma (HCC), the utilization of AFP has its challenges, including accuracy dependent on its cut-off levels, degree of liver necroinflammation, and etiology of liver disease. Though various studies have demonstrated the utility of protein induced by vitamin K absence II (PIVKA-II) in surveillance, treatment monitoring, and predicting recurrence, it is still not recommended as a routine biomarker test. A panel of 17 experts from Asia-Pacific, gathered to discuss and reach a consensus on the clinical usefulness and value of PIVKA-II for the surveillance and treatment monitoring of HCC, based on six predetermined statements. The experts agreed that PIVKA-II was valuable in the detection of HCC in AFP-negative patients, and could potentially benefit detection of early HCC in combination with AFP. PIVKA-II is clinically useful for monitoring curative and intra-arterial locoregional treatments, outcomes, and recurrence, and could potentially predict microvascular invasion risk and facilitate patient selection for liver transplant. However, combining PIVKA-II with US and AFP for HCC surveillance, including small HCC, still requires more evidence, whilst its role in detecting AFP-negative HCC will potentially increase as more patients are treated for hepatitis-related HCC. PIVKA-II in combination with AFP and US has a clinical role in the Asia-Pacific region for surveillance. However, implementation of PIVKA-II in the region will have some challenges, such as requiring standardization of cut-off values, its cost-effectiveness and improving awareness among healthcare providers.

Real-world impact of a subsidy decision of sofosbuvir-velpatasvir for treatment of chronic hepatitis C on clinical practice and patient outcomes.

Background and Aim: Sofosbuvir-velpatasvir was recommended for subsidy to treat chronic hepatitis C in Singapore in 2018. We measured the impact of the subsidy decision on clinical practice and patient outcomes. Specifically, we looked at pre- and post-subsidy changes in the utilization and prescribing pattern of chronic hepatitis C treatment and the real-world clinical effectiveness. Method: Utilization trends and prescribing patterns were assessed using aggregated drug utilization data from public hospitals' dispensing systems and clinical data from the national electronic health record database, respectively. An audit was conducted to evaluate sustained virological response rate 12 weeks post treatment (SVR12). Results: Use of sofosbuvir-velpatasvir increased sharply since its subsidy listing and dropped subsequently, whereas the utilization of comparator drugs remained low. Prescribing rate of sofosbuvir-velpatasvir increased from 13.7% in the pre-subsidy period to 90.2% in the post-subsidy period; 39.1% of patients previously on pegylated interferon and ribavirin switched to sofosbuvir-velpatasvir following its subsidy listing. In the audit, 365 out of 375 patients (97.3% [95% confidence interval: 95.1-98.6%]) achieved SVR12. Conclusion: The subsidy decision led to increased accessibility to patients and intended changes in clinical practice. Sofosbuvir-velpatasvir was also clinically effective in the real world. These findings augur well for the continued eradication of chronic hepatitis C infection in Singapore.

Contextual and individual factors associated with knowledge, awareness and attitude on liver diseases: A large-scale Asian study.

There are limited data to provide better understanding of the knowledge/awareness of general population towards liver health in Asia. We sought to identify the knowledge gaps and attitudes towards liver health and liver diseases as well as evaluate associated individual-level and macro-level factors based on contextual analysis. An online survey assessing knowledge, awareness and attitudes towards liver health and disease was conducted among 7500 respondents across 11 countries/territories in Asia. A liver index was created to measure the respondents' knowledge level and the degree of awareness and attitudes. Multilevel logistic regression was performed to identify individual factors and contextual effects that were associated with liver index. The overall liver index (0-100-point scale) was 62.4 with 6 countries/territories' liver indices greater than this. In the multilevel model, the inclusion of geographical information could explain for 9.6% of the variation. Residing in a country/territory with higher HBV prevalence (80% IOR: 1.20-2.79) or higher HCV death rate (80% IOR: 1.35-3.13) increased the individual probability of obtaining a high overall liver index. Individual factors like age, gender, education, household income, disease history and health screening behaviour were also associated with liver index (all p-values<0.001). The overall liver index was positively associated with the two macro-level factors viz. HBV prevalence and HCV death rate. There is a need to formulate policies especially in regions of lower HBV prevalence and HCV death rate to further improve the knowledge, awareness and attitudes of the general public towards liver diseases.

A study of 3013 cases of hepatocellular carcinoma: Etiology and therapy before and during the current decade.

BACKGROUND AND AIM: Hepatocellular carcinoma (HCC) is a significant global problem. With advances in HCC diagnosis and therapy, our hypothesis is that there are significant differences in the clinical characteristics and treatment of HCC over the years. METHODS: Patients with HCC between 1980 and 2018 from three major tertiary hospitals in Singapore were enrolled into a Research Electronic Data Capture database. Clinical characteristics and treatment of HCC were compared between those diagnosed before 2008 (cohort A) and during the current decade (ie from 2008 onwards) (cohort B). RESULTS: There were 3013 patients. Mean age of HCC diagnosis was significantly older in cohort B (68.6 vs 61.2 years, P < 0.001). The most common etiology remained as chronic hepatitis B infection but the proportion due to hepatitis B was significantly lower in cohort B (46.6% vs 57.2%, P < 0.0001). The prevalence of cryptogenic/non-alcoholic steatohepatitis was significantly higher in cohort B than cohort A (27.1% vs 18.6%, P < 0.0001). More patients received curative therapy in cohort B (43.7% vs 27.1%, P < 0.0001. CONCLUSION: In this largest collection of HCC patients in Singapore, patients are diagnosed with HCC at an older age and cryptogenic/non-alcoholic steatohepatitis is becoming more important as an etiology of HCC in the current decade. More patients also received curative therapy in the current decade.

Improving the Communication and Understanding of the Opt-Out Organ Donation Law Among Young Adults.

Lack of knowledge adversely affects one's attitude toward organ donation. To increase understanding, Singapore informs each citizen and permanent resident turning 21 years old through information mailers sent to their place of residence. This study measured the current knowledge on organ donation of 106 polytechnic students (aged 16-24 years) and their reception toward 3 versions of the information mailers (current, revised version 1, and version 2). It was found that 69% of respondents were unaware of the Human Organ Transplant Act. The current mailer also lacks appeal, with only 3.8% of respondents preferring the current version, compared with 42% to 44% who preferred revised version 1 and 52% to 55% who preferred revised version 2. Qualitative responses suggest that the assimilation of elements in both new versions (ie, visuals, layout, and font) will likely lead to better appeal. Findings therefore reinforced the need for revision of current information mailers to captivate young adults to find out about organ donation in Singapore and make informed end-of-life decisions. Further research should consider eliciting more detailed qualitative responses in a conducive setting under a wider time frame.

Poor Outcomes of Cirrhosis due to Nonalcoholic Steatohepatitis Compared With Hepatitis B After Decompensation With Ascites.

INTRODUCTION: Decompensation with ascites portends a poor prognosis in cirrhosis. The aim of this study was to compare the outcomes of patients with nonalcoholic steatohepatitis (NASH) with hepatitis B virus (HBV) cirrhosis after decompensation with ascites. METHODS: We conducted a retrospective study to evaluate the outcomes of patients with NASH and HBV cirrhosis who were admitted to hospital for first-onset ascites from January 1, 2004, to June 30, 2015. They were followed up until death, liver transplantation, or loss to follow up. RESULTS: Patients with NASH had lower median (interquartile range) Model for End-Stage Liver Disease score (11 [9-14] vs 14 [11-17], P < 0.001). Over 60 months, patients with NASH cirrhosis had higher cumulative incidence of dilutional hyponatremia (P < 0.001) and refractory ascites (P = 0.028). They also had higher cumulative incidence of cirrhosis-related deaths and liver transplantation compared with HBV cirrhosis (65.7%; [95% confidence interval (CI) 53.6-75.4] vs 42.5% [95% CI 32.4-55.2], P = 0.008). Multivariable competing risk analysis showed that NASH (subdistribution hazard ratio [sHR] 1.88 [95% CI 1.14-3.11], P = 0.014), non-Chinese ethnicity (sHR 1.63 [95% CI 1.06-2.50], P = 0.027), history of hepatocellular carcinoma (sHR 1.76 [95% CI 1.05-2.95], P = 0.033), estimated glomerular filtration rate <60 mL/min/1.73 m2 (sHR 1.70 [95% CI 1.09-2.65], P = 0.020), and Model for End-Stage Liver Disease score ≥15 (sHR 3.26 [95% CI 2.11-5.05], P < 0.001) were independent predictors of poor transplant-free survival. DISCUSSION: Patients with decompensated cirrhosis due to NASH had much poorer prognosis compared with HBV with more complications and greater healthcare resource utilization. Greater awareness is necessary for early diagnosis of NASH before decompensation.

Public awareness and knowledge of liver health and diseases in Singapore.

BACKGROUND AND AIM: Despite efforts in controlling and managing liver diseases, significant health issues remain. This study aims to evaluate the degree of public awareness and knowledge regarding liver health and diseases in Singapore. METHODS: A cross-sectional, self-reported, web-based questionnaire was administered to 500 adult individuals. Questionnaire items pertained to knowledge and awareness of overall liver health, liver diseases and their associated risk factors. RESULTS: Sixty-four percent of respondents were ≥35 years old and 54.0% were male. While majority agreed that regular screening was important for liver health (91.2%), only 65.4% attended health screening within recent 2 years. Hepatitis B had more awareness than hepatitis C among the respondents. About 70% agreed the consequences of viral hepatitis included liver cirrhosis, failure, and/or cancer. Yet, only 15% knew hepatitis C is not preventable by vaccination and more than half mistaken hepatitis B and C are transmissible via contaminated or raw seafood. Despite 75% being aware of non-alcoholic fatty liver disease, many were not aware of the related risk factors and complications. Awareness of specific screening and diagnostic tests for liver health was poor as one-fifth correctly identified the diagnostic tests for viral hepatitis. Preferences for doctor's consultation, TV, or newspapers (online) as information channels contrasted those currently used in the public health education efforts. CONCLUSIONS: The levels of understanding of liver diseases, risk factors, and potential complications are suboptimal among the Singapore public. More public education efforts aligned with respondents' information-seeking preferences could facilitate addressing misperceptions and increase knowledge about liver diseases.

High-stakes examinations during the COVID-19 pandemic: to proceed or not to proceed, that is the question.

The COVID-19 pandemic has disrupted education-related activities, including the conduct of examinations. We review the literature regarding high-stakes examinations during the pandemic, discuss the decision-making process of whether to proceed with a high-stakes examination and share published experiences in conducting high-stakes examinations during the pandemic. We illustrate our own recent experiences of decision-making and conduct of our high-stakes gastroenterology licencing examinations during the height of the COVID-19 pandemic. It is possible to conduct high-stakes examinations virtually during pandemic situations with fidelity and adherence to the established format and standards.

Validation of the Expanded Baveno-VI Criteria for Screening Gastroscopy in Asian Patients with Compensated Advanced Chronic Liver Disease.

BACKGROUND: The expanded Baveno-VI criteria may further reduce the need for screening gastroscopy compared to Baveno-VI criteria. AIM: We sought to validate the performance of these criteria in a cohort of compensated advanced chronic liver disease (cACLD) patients with predominantly hepatitis B infection. METHODS: Consecutive cACLD patients from 2006 to 2012 with paired liver stiffness measurements and screening gastroscopy within 1 year were included. The expanded Baveno-VI criteria were applied to evaluate the sensitivity (SS), specificity (SP), positive predictive value (PPV) and negative predictive value (NPV) for the presence of high-risk varices (HRV). RESULTS: Among 165 cACLD patients included, 17 (10.3%) had HRV. The commonest etiology of cACLD was chronic hepatitis B (36.4%) followed by NAFLD (20.0%). Application of expanded Baveno-VI criteria avoided more screening gastroscopy (43.6%) as compared to the original Baveno-VI criteria (18.8%) without missing more HRV (1 with both criteria). The overall SS, SP, PPV and NPV of the expanded Baveno-VI criteria in predicting HRV were 94.1%, 48.0%, 17.2% and 98.6%, respectively. CONCLUSION: Application of the expanded Baveno-VI criteria can safely avoid screening gastroscopy in 43.6% of cACLD patients with an excellent ability to exclude HRV.

Masquerading Hypervascular Exophytic Liver Nodule.

Patients with liver cirrhosis are at increased risk of developing hepatocellular carcinoma (HCC) and are placed on routine surveillance for HCC. Diagnosis algorithms are in place to guide clinicians in the evaluation of liver lesions detected during surveillance. Radiological assessments are critical with diagnostic criteria based on identification of typical hallmarks of HCCs on multiphasic computed tomography (CT) and dynamic contrast-enhanced magnetic resonance imaging (MRI). We report a patient with a hypervascular exophytic lesion indeterminate for HCC on CT imaging. While the detection of an exophytic arterially-enhancing lesion in an at-risk patient on CT imaging may prompt clinicians to treat the lesion as HCC without further evaluation, the patient underwent contrast-enhanced MRI with the lesion being eventually diagnosed as an exophytic haemangioma. Thus, no further action was necessary and the patient was continued on routine HCC surveillance. LEARNING POINTS: Radiological surveillance for hepatocellular carcinoma (HCC) is routine in patients at risk of HCC.Diagnosis algorithms that are in place for indeterminate lesions detected during HCC surveillance should be adhered to in order to achieve an accurate diagnosis.Sequential imaging with contrast-enhanced (gadoxetate) MRI should be used to obviate the need for an invasive biopsy when an exophytic lesion indeterminate for HCC is identified during CT imaging in a patient with liver cirrhosis, especially when a hepatic haemangioma remains a differential diagnosis.

An Improved qFibrosis Algorithm for Precise Screening and Enrollment into Non-Alcoholic Steatohepatitis (NASH) Clinical Trials.

BACKGROUND: Many clinical trials with potential drug treatment options for non-alcoholic fatty liver disease (NAFLD) are focused on patients with non-alcoholic steatohepatitis (NASH) stages 2 and 3 fibrosis. As the histological features differentiating stage 1 (F1) from stage 2 (F2) NASH fibrosis are subtle, some patients may be wrongly staged by the in-house pathologist and miss the opportunity for enrollment into clinical trials. We hypothesized that our refined artificial intelligence (AI)-based algorithm (qFibrosis) can identify these subtle differences and serve as an assistive tool for in-house pathologists. METHODS: Liver tissue from 160 adult patients with biopsy-proven NASH from Singapore General Hospital (SGH) and Peking University People's Hospital (PKUH) were used. A consensus read by two expert hepatopathologists was organized. The refined qFibrosis algorithm incorporated the creation of a periportal region that allowed for the increased detection of periportal fibrosis. Consequently, an additional 28 periportal parameters were added, and 28 pre-existing perisinusoidal parameters had altered definitions. RESULTS: Twenty-eight parameters (20 periportal and 8 perisinusoidal) were significantly different between the F1 and F2 cases that prompted a change of stage after a careful consensus read. The discriminatory ability of these parameters was further demonstrated in a comparison between the true F1 and true F2 cases as 26 out of the 28 parameters showed significant differences. These 26 parameters constitute a novel sub-algorithm that could accurately stratify F1 and F2 cases. CONCLUSION: The refined qFibrosis algorithm incorporated 26 novel parameters that showed a good discriminatory ability for NASH fibrosis stage 1 and 2 cases, representing an invaluable assistive tool for in-house pathologists when screening patients for NASH clinical trials.

Chapter of Gastroenterologists professional guidance for management of patients with liver disease in Singapore during the COVID-19 pandemic.

In this paper, we aim to provide professional guidance to clinicians who are managing patients with chronic liver disease during the current coronavirus disease 2019 (COVID-19) pandemic in Singapore. We reviewed and summarised the available relevant published data on liver disease in COVID-19 and the advisory statements that were issued by major professional bodies, such as the American Association for the Study of Liver Diseases and European Association for the Study of the Liver, contextualising the recommendations to our local situation.