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1.
Saudi J Gastroenterol ; 30(3): 138-144, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38482630

ABSTRACT

BACKGROUND: We recently developed a simple novel index called fibrosis 6 (FIB-6) using machine learning data analysis. We aimed to evaluate its performance in the diagnosis of liver fibrosis and cirrhosis in chronic hepatitis B (CHB). METHODS: A retrospective observational analysis of data was obtained from seven countries (Egypt, Kingdom of Saudi Arabia (KSA), Turkey, Greece, Oman, Qatar, and Jordan) of CHB patients. The inclusion criteria were receiving an adequate liver biopsy and a complete biochemical and hematological data. The diagnostic performance analysis of the FIB-6 index was conducted and compared with other non-invasive scores. RESULTS: A total of 603 patients were included for the analysis; the area under the receiver operating characteristic curve (AUROC) of FIB-6 for the discrimination of patients with cirrhosis (F4), compensated advanced chronic liver disease (cACLD) (F3 and F4), and significant fibrosis (F2-F4) was 0.854, 0.812, and 0.745, respectively. The analysis using the optimal cut-offs of FIB-6 showed a sensitivity of 70.9%, specificity of 84.1%, positive predictive value (PPV) of 40.3%, and negative predictive value (NPV) of 95.0% for the diagnosis of cirrhosis. For the diagnosis of cACLD, the results were 71.5%, 69.3%, 40.8%, and 89.2%, respectively, while for the diagnosis of significant fibrosis, the results were 68.3%, 67.5%, 59.9%, and 75.0%, respectively. When compared to those of fibrosis 4 (FIB-4) index, aspartate aminotransferase (AST)-to-platelet ratio index (APRI), and AST-to-alanine aminotransferase (ALT) ratio (AAR), the AUROC for the performance of FIB-6 was higher than that of FIB-4, APRI, and AAR in all fibrosis stages. FIB-6 gave the highest sensitivity and NPV (89.1% and 92.4%) in ruling out cACLD and cirrhosis, as compared to FIB-4 (63.8% and 83.0%), APRI (53.9% and 86.6%), and AAR (47.5% and 82.3%), respectively. CONCLUSIONS: The FIB-6 index could be used in ruling out cACLD, fibrosis, and cirrhosis with good reliability.


Subject(s)
Hepatitis B, Chronic , Liver Cirrhosis , Humans , Liver Cirrhosis/diagnosis , Liver Cirrhosis/blood , Liver Cirrhosis/pathology , Hepatitis B, Chronic/complications , Hepatitis B, Chronic/pathology , Female , Male , Retrospective Studies , Adult , Middle Aged , ROC Curve , Severity of Illness Index , Biopsy , Sensitivity and Specificity , Predictive Value of Tests , Liver/pathology , Aspartate Aminotransferases/blood , Platelet Count , Machine Learning , Biomarkers/blood , Alanine Transaminase/blood
3.
J Clin Med ; 12(21)2023 Nov 04.
Article in English | MEDLINE | ID: mdl-37959394

ABSTRACT

The prevalence of ulcerative colitis (UC) in the Middle East is increasing, impacting the economic and healthcare burden. The management of patients with mild to moderate UC is still a challenge as several factors can affect optimal care, including drug choice, induction and maintenance dose, treatment optimization and de-escalation, therapy duration, monitoring, and safety profile. We conducted an expert consensus to standardize the management of patients with mild to moderate UC. Sixteen experts in inflammatory bowel diseases, through a well-established and accepted Delphi methodology, voted and approved eight statements in order to provide practical guidance to clinicians in the Middle East.

4.
Hepatol Res ; 52(2): 165-175, 2022 Feb.
Article in English | MEDLINE | ID: mdl-34767312

ABSTRACT

BACKGROUND: Non-invasive tests (NITs), such as Fibrosis-4 index (FIB-4) and the aspartate aminotransferase-to-platelet ratio index (APRI), developed using classical statistical methods, are increasingly used for determining liver fibrosis stages and recommended in treatment guidelines replacing the liver biopsy. Application of conventional cutoffs of FIB-4 and APRI resulted in high rates of misclassification of fibrosis stages. AIM: There is an unmet need for more accurate NITs that can overcome the limitations of FIB-4 and APRI. PATIENTS AND METHODS: Machine learning with the random forest algorithm was used to develop a non-invasive index using retrospective data of 7238 patients with biopsy-proven chronic hepatitis C from two centers in Egypt; derivation dataset (n = 1821) and validation set in the second center (n = 5417). Receiver operator curve analysis was used to define cutoffs for different stages of fibrosis. Performance of the new score was externally validated in cohorts from two other sites in Egypt (n = 560) and seven different countries (n = 1317). Fibrosis stages were determined using the METAVIR score. Results were also compared with three established tools (FIB-4, APRI, and the aspartate aminotransferase-to-alanine aminotransferase ratio [AAR]). RESULTS: Age in addition to readily available laboratory parameters such as aspartate, and alanine aminotransferases, alkaline phosphatase, albumin (g/dl), and platelet count (/cm3 ) correlated with the biopsy-derived stage of liver fibrosis in the derivation cohort and were used to construct the model for predicting the fibrosis stage by applying the random forest algorithm, resulting in an FIB-6 index, which can be calculated easily at http://fib6.elriah.info. Application of the cutoff values derived from the derivation group on the validation groups yielded very good performance in ruling out cirrhosis (negative predictive value [NPV] = 97.7%), compensated advance liver disease (NPV = 90.2%), and significant fibrosis (NPV = 65.7%). In the external validation groups from different countries, FIB-6 demonstrated higher sensitivity and NPV than FIB-4, APRI, and AAR. CONCLUSION: FIB-6 score is a non-invasive, simple, and accurate test for ruling out liver cirrhosis and compensated advance liver disease in patients with chronic hepatitis C and performs better than APRI, FIB-4, and AAR.

5.
Lancet Gastroenterol Hepatol ; 6(1): 57-64, 2021 01.
Article in English | MEDLINE | ID: mdl-33181119

ABSTRACT

With the increasing prevalence of obesity and type 2 diabetes, fatty liver disease associated with metabolic dysfunction is a global health problem, especially because it is one of the earliest consequences of obesity and it precedes diabetes development. Fatty liver disease associated with metabolic dysfunction is of particular concern in the Middle East and north Africa, where its prevalence is greater than that in the rest of the world. Despite the magnitude of the problem, no regional guidelines have been developed to address this disease. This Review describes suggestions of redefining fatty liver disease associated with metabolic dysfunction, including its terminology and criteria for diagnosis. Experts have raised serious concerns on the current nomenclature, which labels the disease as non-alcoholic fatty liver disease (NAFLD), and its diagnostic criteria. The panel reached a consensus that the disease should be renamed as metabolic-associated fatty liver disease (MAFLD) and that the disease should be diagnosed by positive criteria. The aim is now to work with authorities across the region to implement these proposed changes and reflect them in health-care policy and to improve health care for patients in this region.


Subject(s)
Non-alcoholic Fatty Liver Disease , Terminology as Topic , Africa, Northern/epidemiology , Consensus , Humans , Middle East/epidemiology , Non-alcoholic Fatty Liver Disease/diagnosis , Non-alcoholic Fatty Liver Disease/epidemiology , Non-alcoholic Fatty Liver Disease/metabolism , Prevalence , Risk Factors
6.
Fam Cancer ; 20(3): 215-221, 2021 07.
Article in English | MEDLINE | ID: mdl-33098072

ABSTRACT

BACKGROUND: Lynch syndrome (LS), the most common inherited form of colorectal cancer (CRC), is responsible for 3% of all cases of CRC. LS is caused by a mismatch repair gene defect and is characterized by a high risk for CRC, endometrial cancer and several other cancers. Identification of LS is of utmost importance because colonoscopic surveillance substantially improves a patient's prognosis. Recently, a network of physicians in Middle Eastern and North African (ME/NA) countries was established to improve the identification and management of LS families. The aim of the present survey was to evaluate current healthcare for families with LS in this region. METHODS: A questionnaire was developed that addressed the following issues: availability of clinical management guidelines for LS; attention paid to family history of cancer; availability of genetic services for identification and diagnosis of LS; and assessment of knowledge of LS surveillance. Members of the network and authors of recent papers on LS from ME/NA and neighbouring countries were invited to participate in the survey and complete the online questionnaire. RESULTS: A total of 55 individuals were invited and 19 respondents from twelve countries including Algeria, Azerbaijan, Cyprus, Egypt, Iran, Jordan, Kuwait, Lebanon, Morocco, Palestine, Tunisia, and Turkey completed the questionnaire. The results showed that family history of CRC is considered in less than half of the surveyed countries. Guidelines for the management of LS are available in three out of twelve countries. The identification and selection of families for genetic testing were based on clinical criteria (Amsterdam criteria II or Revised Bethesda criteria) in most countries, and only one country performed universal screening. In most of the surveyed countries genetic services were available in few hospitals or only in a research setting. However, surveillance of LS families was offered in the majority of countries and most frequently consisted of regular colonoscopy. CONCLUSION: The identification and management of LS in ME/NA countries are suboptimal and as a result most LS families in the region remain undetected. Future efforts should focus on increasing awareness of LS amongst both the general population and doctors, and on the improvement of the infrastructure in these countries.


Subject(s)
Colorectal Neoplasms, Hereditary Nonpolyposis/diagnosis , Genetic Services , Health Services Accessibility , Africa, Northern , Arabs , Azerbaijan , Colonoscopy/statistics & numerical data , Colorectal Neoplasms, Hereditary Nonpolyposis/genetics , Cyprus , DNA Mismatch Repair/genetics , Family Health , Genetic Services/organization & administration , Genetic Services/statistics & numerical data , Genetic Testing/statistics & numerical data , Health Care Surveys/statistics & numerical data , Humans , Middle East , Population Density , Population Surveillance , Practice Guidelines as Topic
8.
Fam Cancer ; 17(2): 209-212, 2018 04.
Article in English | MEDLINE | ID: mdl-28685475

ABSTRACT

Colorectal cancer (CRC) has a very high incidence in the western world. Data from registries in the Middle East showed that the incidence of CRC is relatively low in these countries. However, these data also showed that CRC incidence has increased substantially over the past three decades and that a high proportion of cases are diagnosed at an early age (<50 years). In view of these findings, more attention should be paid to prevention. Because of the often limited financial resources, focused screening of individuals with hereditary CRC, in particular those with Lynch syndrome, appears to be the most cost-effective strategy. During recent meetings of the Palestinian Society of Gastroenterology and the Mediterranean Task force for Cancer Control (MTCC) in Jericho, and the Patient's Friends Society of Jerusalem in Hebron the issue of hereditary CRC in the Middle East was discussed and the idea was conceived to establish a network on hereditary colorectal cancer (HCCN-ME) with the goal of improving care for high-risk groups in the Middle East and (Eastern) Mediterranean Countries.


Subject(s)
Colorectal Neoplasms, Hereditary Nonpolyposis/diagnosis , Early Detection of Cancer/methods , Genetic Predisposition to Disease , Quality Improvement/organization & administration , Adult , Age of Onset , Colonoscopy , Colorectal Neoplasms, Hereditary Nonpolyposis/epidemiology , Colorectal Neoplasms, Hereditary Nonpolyposis/genetics , Colorectal Neoplasms, Hereditary Nonpolyposis/prevention & control , DNA Mismatch Repair/genetics , Early Detection of Cancer/economics , Genetic Testing/economics , Genetic Testing/methods , High-Throughput Nucleotide Sequencing/economics , Humans , Incidence , Mediterranean Region/epidemiology , Middle Aged , Middle East/epidemiology , Registries/statistics & numerical data
9.
J Epidemiol Glob Health ; 3(2): 67-71, 2013 Jun.
Article in English | MEDLINE | ID: mdl-23856567

ABSTRACT

BACKGROUND: Jordan lacks statistical data regarding prevalence of HCV. AIM: To determine the prevalence of HCV in selected areas of Jordan (north, middle and south of Jordan). METHODS: A random sample of 700 patients attending health centers was used to determine HCV prevalence. ELISA testing was used to determine HCV-Ab positive cases, which were confirmed by PCR testing. RESULTS AND CONCLUSION: The study concluded that the prevalence of HCV infection in the population recruited from different health centers in Jordan is relatively low and estimates a prevalence of 0.42% among all age groups and 0.56% among those aged >15 years old.


Subject(s)
Hepatitis C/epidemiology , Adolescent , Child , Child, Preschool , Community Health Centers , Humans , Jordan/epidemiology , Prevalence , Random Allocation
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