Noninvasive Scoring Systems Research Articles

Comparison of Non-invasive Liver Fat Scoring Systems as Markers of Metabolic Dysfunction-Associated Liver Disease

Comparison of Non-invasive Liver Fat Scoring Systems as Markers of Metabolic Dysfunction-Associated Liver Disease

Elevated intestinal fatty acid-binding protein levels as a marker of portal hypertension and gastroesophageal varices in cirrhosis

We measured intestinal fatty acid-binding protein (I-FABP) levels, a useful marker of small intestinal mucosal injury, in patients with cirrhosis to determine their relationship with liver function and complications. This cross-sectional study included 71 patients with cirrhosis admitted for treatment of cirrhotic complications or hepatocellular carcinoma (cohort A) and 104 patients with cirrhosis who received direct-acting antiviral therapy for HCV (cohort B). I-FABP levels, measured by ELISA, were evaluated relative to hepatic reserve and compared with non-invasive scoring systems for diagnostic performance in cirrhotic complications. The median I-FABP level in both cohorts were significantly elevated in patients with reduced hepatic reserve (CTP grade A/BC cohort A, 2.33/3.17 ng/mL, p = 0.032; cohort B, 2.46/3.64 ng/mL, p = 0.008) and complications with gastroesophageal varices (GEV; GEV (-)/(+) cohort A, 1.66/3.67 ng/mL, p < 0.001; cohort B, 2.32/3.36 ng/mL; p = 0.003). Further, multiple logistic regression analysis identified I-FABP as the only factor contributing to GEV presence in both cohorts, which outperformed non-invasive scoring systems for GEV diagnosis (sensitivity 84.6%; specificity 84.2%; sensitivity 69.6%; specificity 63.8%, respectively). In conclusion, elevated small-intestinal mucosal injury in patients with cirrhosis was related to reduced hepatic reserve and GEV presence. I-FABP levels reflect portal hypertension and may be useful in cirrhosis management.

A-073 Is there a relationship of FIB 4 with weight and insulin resistance in subjects without type 2 diabetes and with normal transaminases?

Abstract Background Metabolic dysfunction-associated steatotic liver disease (MASLD) is a common hepatic disease, affecting 20-30% of the world's population, and is more frequent in subjects with cardiometabolic diseases. The Fibrosis-4 Index (FIB-4) is a non-invasive scoring system that helps estimate the risk of hepatic fibrosis in MASLD. It is based on age, aspartate aminotransferase (AST), alanine aminotransferase (ALT) and platelets (PLT). MASLD is associated with high risk of insulin resistance (IR) and type 2 diabetes (DM2), and subjects with overweight or obesity are more likely to have both. In such cases the association of FIB-4 with IR and weight are evident. It is questioned whether, even in subjects without DM2 and with normal transaminases, FIB-4 could be associated with the body mass index (BMI) and the homeostasis model assessment of insulin resistance index HOMA-IR, which is the index usually used to assess IR. The objective of this study was to evaluate how FIB-4 would behave in subjects without DM2 and with normal transaminases and whether there was a correlation between FIB-4 with HOMA-IR and BMI in these subjects. Methods Authors studied the distribution of FIB-4 results and correlation of HOMA-IR and BMI with FIB-4 using the database of a clinical laboratory. We included patients aged 20-65 years, both gender, who measured fasting glucose and insulin, in the same visit, and transaminases and platelets within up to one year before or later. Were excluded hospitalized subjects, those using medications to treat DM2, dyslipidemia, subjects with blood glucose over 200 mg/dL, and AST and/or ALT above the reference range for gender and age. The methods and reference intervals were: transaminases: UVKinetic, AST &amp;lt; 40 U/L for men and &amp;lt; 32 U/L for women, ALT &amp;lt; 41 for men and &amp;lt; 33 for women; PLT: automated method, 150000-450000/µL. Glucose: hexokinase, 70 - 99 mg/dL; Insulin: electrochemiluminescence, 2-12 mcU/mL. HOMA-IR index was calculated using the equation: glucose (mg/dL) x insulin (mcIU/mL) / 405 and FIB-4 using the equation: age (years) × TGO (U/L) / [(platelets (µL) ÷1000) x √TGP (U/L))]. Shapiro Wilk test was performed to assess whether the analytes had normal distribution. To evaluate the correlation with HOMA-IR, Spearman's non-parametric correlation test was used. Results After applying the exclusion criteria and subtracting outliers 270,135 records were selected, 75% female, with 39,9 ± 10.1 years. As the parameters did not present Gaussian distribution, the results are shown in median and 25th and 75th percentiles: AST=18.9 (16-22); ALT=17.2 (13-23.3); PLT=266000 (229000-308000); glucose = 89.3 (84.2-95); insulin = 8.17 (5.52-12.8); HOMA-IR=1.81 (1.19-2.75); IMC=26.53 (23.80-29.91); FIB-4 = 0.65 (0.5 - 0.86). A weak and surprisingly negative correlation between HOMA-IR and BMI with FIB-4 was found. (HOMA-IR: r=- 0.2, p&amp;lt;0.001; BMI: r=- 0.1, p&amp;lt;0.01). Conclusions Our study showed that in a population with normal transaminases, FIB-4 had results compatible with low risk of fibrosis in subjects without DM2 even in cases with high HOMA-IR or BMI. The negative correlation was surprising and perhaps indicates that FIB-4 may not be a good predictor of liver fibrosis for this population profile.

A prospective multicentre study evaluating the performance of the modified simple biliary atresia scoring system in predicting biliary atresia.

Early diagnosis of biliary atresia (BA) is critical for best outcomes, but is challenged by overlapping clinical manifestations with other causes of obstructive jaundice in neonates. We evaluate the performance of the modified Simple BA Scoring System (SBASS) in diagnosing BA. We performed a prospective, cross-sectional study on infants with cholestatic jaundice (June 2021-December 2022). Modified SBASS scoring was applied and compared to the eventual diagnosis (as per intraoperative cholangiogram (IOC) and liver histopathology). The score (0-6), consists of gall bladder length < 1.6cm (+ 1), presence of triangular cord sign (+ 1), conjugated bilirubin:total bilirubin ratio > 0.7(+ 2), gamma-glutamyl transferase (GGT) ≥ 200 U/L (+ 2). 73 were included: Fifty-two (71%) had BA. In the non-BA group, 6 (28%) had percutaneous cholangiography (PTC) while 15 (72%) had intraoperative cholangiogram (IOC). At a cut-off of 3, the modified SBASS showed sensitivity of 96.2%, specificity of 61.9% and overall accuracy of 86.3% in diagnosing BA. Area under receiver operating characteristic curve was 0.901. GGT had the highest sensitivity (94.2%), while triangular cord sign showed the highest specificity at 95.2%. The SBASS provides a bedside, non-invasive scoring system for exclusion of BA in infantile cholestatic jaundice and reduces the likelihood of negative surgical explorations.

Glycated haemoglobin is a major predictor of disease severity in patients with NAFLD

ObjectivesCurrently, non-invasive scoring systems to stage the severity of non-alcoholic fatty liver disease (NAFLD) do not consider markers of glucose control (glycated haemoglobin, HbA1c); this study aimed to define the relationship between HbA1c and NAFLD severity in patients with and without type 2 diabetes. Research design and methodsData were obtained from 857 patients with liver biopsy staged NAFLD. Generalized-linear models and binomial regression analysis were used to define the relationships between histological NAFLD severity, age, HbA1c, and BMI. Paired biopsies from interventional studies (n = 421) were used to assess the impact of change in weight, HbA1c and active vs. placebo treatment on improvements in steatosis, non-alcoholic steatohepatitis (NASH), and fibrosis. ResultsIn the discovery cohort (n = 687), risk of severe steatosis, NASH and advanced fibrosis correlated positively with HbA1c, after adjustment for obesity and age. These data were endorsed in a separate validation cohort (n = 170). Predictive modelling using HbA1c and age was non-inferior to the established non-invasive biomarker, Fib-4, and allowed the generation of HbA1c, age, and BMI adjusted risk charts to predict NAFLD severity. Following intervention, reduction in HbA1c was associated with improvements in steatosis and NASH after adjustment for weight change and treatment, whilst fibrosis change was only associated with weight change and treatment. ConclusionsHbA1c is highly informative in predicting NAFLD severity and contributes more than BMI. Assessments of HbA1c must be a fundamental part of the holistic assessment of patients with NAFLD and, alongside age, can be used to identify patients with highest risk of advanced disease.

Fibro-Scan Based Score and Novel Noninvasive Serum Marker, FGF-21, to Assess Liver Fibrosis in Morbidly Obese Patients

Abstract Background (NAFLD) is currently the most common cause of liver disease in the Western world, affecting up to 20- 30% of the general adult population. It is a growing public health problem, because of the increasing prevalence of the pathologies that contribute to its development such as obesity and inflammation status. Aim of the Work The study is aimed to develop and validate noninvasive scoring system for assessment liver fibrosis in morbidly obese patients with NAFLD. Subjects and Methods This is a Prospective cohort study, was carried out on 50 morbidly obese patients selected from internal medicine department, El Demerdash Hospital, through a period of six months. Results There were 32(64.0%) male and 18(35.0%) female with mean age 40.48 (± 12.16) SD. There were 14(27.0%) between (20 -30), 11(22.0%) between (30-40), 9(18.0%) between (40-50) and 16(32.0%) ≥50. Mean Weight (Kg) was 106.6 (± 13.31) SD with range (82.50 – 145.5), mean Height (Cm) was 171.7 (± 6.25) SD with range (158.0 – 185.0), mean BMI (Kg/m2) was 36.17 (± 4.15) SD with range (29.30–43.40), mean Waistcircumference 113.1 (±7.64) SD with range (92.0 – 129.0). There were 37(74.0%) with Co-morbidity. 10(20.0%) have DM, 11(22.0%) have HTN, 11(22.0%) have CDK and 5(10.0%) have COPD. Conclusion That the combination of Fibroscan and, APRI, FGF-21 and FIB-4 methods provides a valuable approach for assessing liver fibrosis in NAFLD patients. This can eliminate the need for liver biopsy in patients without clear indication. In addition, several recent studies have also validated the used of non-invasive markers in the diagnosis of NAFLD. The establishment of a national program for the recognition of NAFLD is therefore essential to reduce the risk of liver disease progression.

Associations of life's essential 8 with MAFLD and liver fibrosis among US adults: a nationwide cross-section study.

Life's essential' 8 (LE8) is a newly updated cardiovascular health (CVH) metrics from the American Heart Association, with close relevance to metabolism. Our objective is to explore the association between LE8 scores and incidence of metabolic dysfunction-associated fatty liver disease (MAFLD) and advanced liver fibrosis in American adults. This population-based cross-sectional study utilized data from the National Health and Nutrition Examination Survey (NHANES) conducted between 2005 and 2018, encompassing adults aged 20 years or older. Validated non-invasive scoring systems were employed to define liver steatosis and advanced liver fibrosis. Multivariable logistic regression and smooth curve fitting techniques were applied to evaluate the associations. All analyses were adjusted for the survey' complex design parameters and accounted for sample weights. A total of 11,820 participants were included. A higher LE8 score was found to be inversely associated with the incidence of MAFLD and advanced liver fibrosis, with odds ratios (OR) of 0.64 (95% CI: 0.57-0.71) for MAFLD and 0.75 (95% CI: 0.61-0.92) for advanced liver fibrosis per 1 standard deviation (SD) increase in LE8 score. Similar patterns were found in the relationship between health behaviors/factors score and incidence of MAFLD and advanced liver fibrosis. In subgroup analyses, the interaction test showed that age, education level, marital status, CVD, hypertension and diabetes had a significant impact on the association between LE8 score and MAFLD (all P for interaction < 0.05). Among male, elderly, wealthy, other race, CVD, diabetes and depression participants, the correlation between LE8 score and advanced liver fibrosis was not statistically significant (P > 0.05). Younger participants exhibited a more pronounced negative association between the CVH metric and both MAFLD and advanced life fibrosis. LE8 and its subscales score were inversely associated with the presence of MAFLD and advanced liver fibrosis in non-linear patterns. Optimal LE8 score may significantly reduce the risk of liver steatosis and fibrosis.

Utility and Validity of the HFA-PEFF andH2FPEF Scores in Patients With Symptomatic Atrial Fibrillation.

Diagnosis of heart failure with preserved ejection fraction (HFpEF) in patients with atrial fibrillation (AF) represents a significant clinical challenge. Two diagnostic scoring tools have been developed to aid the noninvasive diagnosis of HFpEF: the HFA-PEFF (Heart Failure Association Pre-test assessment, Echocardiography and natriuretic peptide, Functional testing, Final etiology) and the H2FPEF scoring systems. The purpose of this study was to evaluate the performance of these 2 scoring tools for the diagnosis of HFpEF against a gold standard of invasive evaluation in a cohort of patients with AF. The authors recruited consecutive patients with symptomatic AF and preserved ejection fraction who were scheduled for an AF ablation procedure. Gold-standard invasive diagnosis of HFpEF was performed at the AF ablation procedure using mean left atrial pressure at rest and following infusion of 500mL fluid. Each participant was scored according to the noninvasive HFA-PEFF and H2FPEF scoring systems. Sensitivity and specificity analyses were performed to assess the accuracy of these scoring systems in diagnosing HFpEF. In total, 120 participants were recruited. HFpEF was diagnosed invasively in 88 (73.3%) participants, whereas 32 (26.7%) had no HFpEF. Using the HFA-PEFF score, 38 (31.7%) participants had a high probability of HFpEF and 82(68.3%) had low/intermediate probability of HFpEF. Using the H2FPEF tool, 72 (60%) participants had a high probability of HFpEF and 48 (40%) had intermediate probability. A high HFA-PEFF (≥5 points) score could diagnose HFpEF with a sensitivity of 40% and a specificity of 91%, and a high H2FPEF score (≥6 points) could diagnose HFpEFwith a sensitivity of 69% and specificity of 66%. Overall diagnostic accuracy was similar using both tools (AUC:0.663 vs 0.707, respectively; P = 0.636). Against a gold standard of invasively diagnosed HFpEF, the HFA-PEFF and H2FPEF scores demonstrate only moderate accuracy in patients with AF and should be utilized with caution in this cohort of patients. (Characterising Left Atrial Function and Compliance in Atrial Fibrillation; ACTRN12620000639921).

Assessing Liver Fibrosis in Type 2 Diabetes Mellitus Patients With Metabolic Dysfunction-Associated Steatotic Liver Disease: The Role of Non-invasive Scoring Systems and Associated Factors.

Background Metabolic dysfunction-associated steatotic liver disease (MASLD) constitutes a significant cause of chronic liver disease globally. Type 2 diabetes mellitus (T2DM) is a crucial risk factor for MASLD. This investigation is aimed at assessing hepatic fibrosis in T2DM patients with MASLD. Methods This cross-sectional study focused on T2DM patients with MASLD attending a tertiary care center in eastern India. Exclusion criteria were chronic alcohol intake (more than 21 units/week for males and more than 14 units/week for females), other chronic liver diseases, and pregnancy. The study utilized abdominal ultrasonography and transient elastography, complemented by calculating the BARD score, nonalcoholic fatty liver disease (NAFLD) fibrosis score, aspartate aminotransferase to platelet ratio index (APRI) score, and fibrosis 4 (FIB-4) index. The prevalence of advanced fibrosis in patients with T2DM and MASLD was assessed using transient elastography. Results Among the 149 T2DM patients with MASLD studied, 59.7% were female, with an average age of 49.09 years and a T2DM duration of 7.3 years. Transaminitis was detected in 9.4% of the subjects. The risk assessment of hepatic fibrosis revealed that 14.1% of patients had a high risk of hepatic fibrosis on BARD scoring, the NAFLD fibrosis score was in the range of F3-F4 in 8.7% of patients, the FIB-4 index showed a high risk of fibrosis in 5.4% of patients, and the APRI scoring showed severe fibrosis in 3.4% of patients.The prevalence of advanced fibrosis in patients with T2DM and MASLD was 7.4% (95% confidence interval (CI) 3.7 to 12.8), while 75.8% (95% CI 68.2 to 82.5) of participants had at least some level of hepatic fibrosis as measured by transient elastography.Notably, there was a significant positive correlation between these scores and the duration of diabetes and serum bilirubin levels, as corroborated by concordant transient elastography findings. On multivariate logistic regression, systolic blood pressure, serum total bilirubin level, and serum aspartate aminotransferase level had significant predictive value for advanced hepatic fibrosis. Conclusion The significant predictive value of systolic blood pressure, serum total bilirubin level, and serum aspartate aminotransferase level for hepatic fibrosis emphasizes the importance of integrated monitoring for these patients.

A Validation Study of Non-invasive Scoring Systems for Assessing Severity of Hepatic Fibrosis in a Cohort of South Indian Patients With Non-alcoholic Fatty Liver Disease

IntroductionLiver biopsy is the gold standard for diagnosing and staging NAFLD. But liver biopsy has its limitations. Non-invasive tests (NITs) eliminate many of the drawbacks of liver biopsy. We did a retrospective observational study to validate the non-alcoholic fatty liver disease Fibrosis Score (NFS score) and Fibrosis Score 4 (FIB-4 index) against the gold standard liver biopsy in a cohort of south Indian patients with NAFLD. Material and MethodsA retrospective observational analytical study of patients who had a liver biopsy with a diagnosis of NAFLD and had all the data for aetiology assessment and NIT calculation within 4 weeks of biopsy were included in the study. On liver biopsy NAFLD was scored as per NIH’s NASH committee (NASH CRN) grading system. NAFLD Fibrosis Score (NFS) and FIB-4 index were calculated and scores more than 0.676 and 2.67 respectively was taken as the cut-off to predict advanced fibrosis. The sensitivity, specificity, positive predictive value, negative predictive value and area under the ROC curve for NFS score and FIB-4 score to diagnose advanced fibrosis were calculated. ResultsA total of 147 patients were included in the study. Of these 56 (38.1%) patients had advanced fibrosis (Stage 3, 4). Patients with advanced fibrosis were more likely to be older and have DM. Patients with advanced fibrosis had lower platelet count, higher AST, lower albumin and higher AST/ALT ratio. The NFS of > 0.676 had a sensitivity of 68% and specificity of 100% and FIB-4 index of >2.67 had a sensitivity of 67% and specificity of 95.6 % in diagnosing advanced fibrosis in our study. ConclusionThe non-invasive scoring systems NAFLD Fibrosis Score (NFS) and FIB-4 index, can be used as a bedside tool for diagnosing Liver fibrosis in NAFLD allowing liver biopsy to be used in a more targeted manner for patients diagnosed with advanced fibrosis on NITs.

An endometrial receptivity scoring system evaluated by ultrasonography in patients undergoing frozen-thawed embryo transfer: a prospective cohort study.

Ultrasound has become a routine method for endometrial receptivity (ER) evaluation. However, there is controversy over the independent evaluation values of various ultrasound indicators. Some researchers have designed multi-indicator prediction systems, but their prediction values are uneven. To further our understanding of ER, we conducted this prospective cohort study to estimate ER noninvasively and effectively. Women who underwent the first frozen-thawed embryo transfer (FET) cycle from April 2019 to July 2021 were included in the study. On the day of transfer, transvaginal three-dimensional ultrasound examination was performed to evaluate ER, including endometrial thickness, morphology, volume, movement, blood flow and flow index. The clinical pregnancy rate was the primary outcome. Based on whether clinical pregnancy was achieved, enrolled patients were divided into pregnant and nonpregnant groups. This study analyzed 197 FET patients (139 pregnancies in total, 70.5%). The protective factors for clinical pregnancy included primary infertility [adjusted odds ratio (aOR), 1.98; 95% confidence interval (CI), 1.01-3.882; p = 0.047] and more frequent endometrial peristalsis (aOR, 1.33; 95% CI, 1.028-1.722; p = 0.03). Scores of 1-2 were assigned according to the relationship between different ultrasound indicators and the clinical pregnancy rate (CPR). The ER score of the patient was the sum of the scores of the 6 items. The ER score of the pregnant group was significantly higher than that of the nonpregnant group (7.40 ± 1.73 vs. 6.33 ± 1.99, p = 0.001). The CPR increased with an increasing ER score. The CPR in the ER < 6 group was significantly lower than that in the ER >6 group (45.5% vs. 75.6%, p = 0.001). A noninvasive ultrasound scoring system for ER was proposed. This system may provide a non-invasive guidance perspective, in conjunction with invasive assessments currently used in clinical practice, to achieve more effective embryo transfer.

Serum ferritin levels can predict long-term outcomes in patients with metabolic dysfunction-associated steatotic liver disease

ObjectiveHyperferritinaemia is associated with liver fibrosis severity in patients with metabolic dysfunction-associated steatotic liver disease (MASLD), but the longitudinal implications have not been thoroughly investigated. We assessed the role of...

Development of a visual body condition score system for juvenile harbour seals (Phoca vitulina) in rehabilitation centres

Harbour seals (Phoca vitulina) treated at rescue centres have lower survival rates than grey seals (Halichoerus grypus). Malnutrition and weight are closely associated with recovery; however, weighing them can be invasive, stressful and poses a risk of injury to staff. This project developed a non-invasive body condition score (BCS) system to monitor the body condition of juvenile harbour seals in rescue centres. Images from CCTV footage and weight data were used to develop the BCS system, which was subsequently tested using online questionnaires from a range of users. Using two different metrics, the developed four-point BCS scale had a fair (Kappa = 0.36) and substantial (Kendall = 0.654, p &lt; 0.001) level of inter-rater reliability, and was significantly correlated to body weight (rho = 0.718, s = 164994, p &lt;0.001). This system can be implemented in rescue centres alongside existing practices to improve weight monitoring and reduce the handling of harbour seals, with important implications for seal stress and welfare.

Liver fibrosis in pars cohort study: A large-scale study on the prevalence and correlated factors

Backgrounds and study aimsThe fibrosis-4 (FIB-4) is a non-invasive scoring system for estimating liver fibrosis severity as a biomarker of chronic liver disease. We aimed to estimate the prevalence and severity of chronic liver disease at the community level using FIB-4. Patients and methodsThis cross-sectional study was conducted using the Pars Cohort database collected in Valashar, Fars province, Iran. Participants were divided into three groups based on their FIB-4 scores: low risk of liver fibrosis (FIB < 1.45), intermediate cases (1.45 ≤ FIB-4 ≤ 3.25), and high risk of liver fibrosis (FIB-4 > 3.25). ResultsIn total, 9269 individuals with a mean age of 52.65 years were enrolled in the study, of which 4278 (46.2 %) were male. Among all participants, 7853 (84.7 %) were in the low-risk, and 65 (0.7 %) were in the high-risk groups. In the final ordinal regression model, male gender, being a farmer or rancher, living in rural areas, history of opioid use, history of jaundice, no history of diabetes, history of depression, and positive HBs Ag were independently associated with higher FIB-4 scores. ConclusionOur study revealed that males, individuals residing in rural areas, and those engaged in farming and ranching occupations face a heightened risk of liver fibrosis. These findings emphasize the need for future programs for early detection and effective management of liver fibrosis in these at-risk populations.

Elevated liver fibrosis-4 index predicts recurrence after catheter ablation for atrial fibrillation in patients with heart failure.

The fibrosis-4 (FIB-4) index is a noninvasive scoring system that is used to assess the progression of liver fibrosis. This study aimed to assess whether the FIB-4 index is associated with recurrent atrial fibrillation (AF) after catheter ablation in patients with and without heart failure (HF). We included 1,184 patients who underwent initial AF catheter ablation between 2016 and 2021. The patients were classified into low-risk (< 1.3), intermediate-risk (1.3-2.67), and high-risk (> 2.67) groups based on their FIB-4 indices at baseline. The patients were divided into HF (n = 552) and non-HF groups (n = 632); the HF group was further divided into paroxysmal AF (PAF) and non-PAF groups. AF recurrence after catheter ablation was then compared among the groups. In the non-HF group, no significant differences in recurrence after ablation were observed between the low-(n = 219), intermediate-(n = 364), and high-risk (n = 49) groups. In contrast, in the HF group, the intermediate-(n = 341) and high-risk (n = 112) groups had significantly higher recurrence rates than the low-risk group (n = 99) (log-rank test, p = 0.005). This association remained significant after multivariate analysis (hazard ratio [HR]:1.374; p = 0.027). The FIB-4 index increased incrementally as the brain natriuretic peptide levels and severity of tricuspid regurgitation increased. The FIB-4 index was an independent predictor of recurrence in the non-PAF HF group (HR:1.498; p = 0.007) but not in the PAF group. The FIB-4 index may be a useful predictor of AF recurrence after catheter ablation in patients with HF, particularly in those with non-PAF.

Noninvasive Radiation Markers Based on Lung Cancer CT Images and Dosimetry Features to Predict the Immune Response to Radiotherapy in Tumor Microenvironment

For lung cancer patients with complex conditions, doctors need to determine treatment plan in combination with changes of immune response during radiotherapy. It was urgent to find a strategy to predict immune response to intervene the treatment at an early stage. The radiotherapy process and tumor microenvironment status of 105 lung cancer patients were tracked and recorded in our hospital from 2019 to 2022, public database TCGA-LUAD/LUSC queue of TCIA image data was downloaded as external verification set. Data was analyzed according to the following methods: First, the 3D slicer software was used to process the CT imageomics data, and the doseomics information was calculated by DVHmetrics package from R software. Then Python was brought in to develop a non-invasive radiation scoring system through machine learning methods (T-test, LASSO, random forest and Xgboost). Finally, combined with the clinical information related to the patient's immune response, a nomogram was made to study the correlation between the score markers and the ratio of CD4 cells/CD8 cells in the tumor microenvironment, the prognosis of lung cancer, as well as the incidence of radiation pneumonia. The radiation markers score formula was obtained with CT imageomics and DVH dosimics features, which achieved an AUC of 0.67-0.75 in predicting CD4/CD8 condition in tumor microenvironment after radiotherapy. It was worth noticing that in predicting the prognosis of lung cancer, it was difficult to distinguish between the radiation score and the patient's survival status (P>0.05). However, we found that the radiation pneumonitis of lung cancer patients in the low score group (42.6%) was significantly higher than that in the high score group (13.4%). Radiation markers score was a non-invasive method to evaluate the immune response of patients with lung cancer, which can be used to predict the incidence of radiation pneumonitis.

Sociodemographic Variables Associated with the Prevalence of Insulin Resistance Using a Non-Invasive Score System Among Adults in the Makkah Region of Saudi Arabia

Insulin resistance is considered as one of the significant causes of morbidity and mortality as it might develop diabetes, heart, and renal diseases. To investigate the prevalence of Insulin resistance in the Makkah region in Saudi Arabia and the related risk sociodemographic Method: An online valid questionnaire was collected from a random sample of only Saudi 1514 adults; non-Arabic speakers and non-Saudi were excluded. The related sociodemographic data was gathered. The insulin resistance risk score was conducted using a non-invasive easy scoring system based on Lindstrom and Tuomilehto's study18. In total, 70% of the sample had a lower risk level, and only about 14% with higher risk compared to 16% with no risk. Individuals at a higher risk of insulin resistance were males, with high-income levels (≤10,000SR) and elementary education. The most common risk of insulin resistance was at a moderate risk level for males with high income and lower education levels.

Fibro-scan Based Score and Novel Noninvasive Serum Marker, FGF-21, to Assess Liver Fibrosis in Morbidly Obese Patients with Nonalcoholic Fatty Liver Disease

Abstract Background Non-alcoholic fatty liver disease (NAFLD) is currently the most common cause of liver disease in the Western world, affecting up to 20-30% of the general adult population. It is a growing public health problem, because of the increasing prevalence of the pathologies that contribute to its development such as obesity and inflammation status. Aim of the Work This prospective cohort study aims to develop and validate noninvasive scoring system for assessment liver fibrosis in morbidly obese patients with NAFLD. Subjects and Methods This is a Prospective cohort study, was carried out on 50 morbidly obese patients selected from endocrinology department, AIN SHAMS UNIVERSITY, through a period of six months. Results The main results of the study revealed that: There were 32(64.0%) male and 18(36.0%) female with mean age 40.48 (± 12.16) SD. There were 14(28.0%) between (20 -30), 11(22.0%) between (30-40), 9(18.0%) between (40-50) and 16(32.0%) ≥50. Mean Weight (Kg) was 106.6 (± 13.31) SD with range (82.50 – 145.5), mean Height (Cm) was 171.7 (± 6.25) SD with range (158.0 – 185.0), mean BMI (Kg/m2) was 36.17 (± 4.15) SD with range (29.30 – 43.40), mean Waist circumference 113.1 (± 8.64) SD with range (92.0 – 129.0). There were 37(74.0%) with Comorbidity. 10(20.0%) have DM, 11(22.0%) have HTN, 11(22.0%) have CDK and 5(10.0%) have COPD. mean Hb was 12.24 with range (11.0 – 13.50), mean Plts was 193.2 with range (151.0 – 250.0), mean WBCs with range (4.70 – 8.20), mean AST was 85.20 with range (21.0 – 210.0), mean ALT was 86.64 with range (15.0 – 212.0), mean Cholesterol was 181.4 with range (122.0 – 248.0), mean Triglycerides was 156.3 with range (12.0 – 294.0), mean LDL was 119.1 with range (61.0 – 193.0), mean HDL was 61.32 with range (23.0 – 96.0), mean GGT (U/l) was 18.22 with range (7.0 – 33.0), mean HBA1C was 5.72 with range (4.70 – 9.30), mean Fasting blood sugar was 101.8 with range (81.0 – 155.0) and mean Uric acid was 6.23 with range (4.0 – 10.10). Regarding ultrasound outcome there were 33(66.0%) have Gallbladder wall blurring, 34(68.0%) have Portal vein wall blurring, 42(84.0%) have Hepatic vein blurring and 50 (100.0%) have fatty liver. Regarding fibrosis grade there were 12(24.0%) F1, 17(34.0%) F2, 18(36.0%) F3 and 3(6.0%) F4. Conclusion That the combination of Fibroscan and, APRI, FGF-21 and FIB-4 methods provides a valuable approach for assessing liver fibrosis in NAFLD patients. This can eliminate the need for liver biopsy in patients without clear indication. In addition, several recent studies have also validated the used of non-invasive markers in the diagnosis of NAFLD. The establishment of a national program for the recognition of NAFLD is therefore essential to reduce the risk of liver disease progression.

Follow-up, Treatment and Non-invasive Scoring Systems in Chronic Hepatitis B: A Retrospective Observational Study

Follow-up, Treatment and Non-invasive Scoring Systems in Chronic Hepatitis B: A Retrospective Observational Study

P-480 An endometrial receptivity scoring system evaluated by ultrasonography in patients undergoing frozen-thawed embryo transfer: a prospective cohort study

Abstract Study question Can a scoring system based on ultrasound indicators evaluate the endometrial receptivity (ER) in a noninvasive and effective manner? Summary answer A noninvasive ultrasound scoring system was proposed, through which, a patient’s ER situation can be assessed in a noninvasive, efficient and accurate manner. What is known already Endometrial receptivity (ER) refers to the receptiveness of the endometrium to embryonic implantation and subsequent development. The endometrium plays a crucial role in embryo implantation, especially when the embryo quality is good. Ultrasound technology has become a routine method for ER evaluation. The independent evaluation value of various ultrasonic indicators is controversial. Some researchers designed a multi-index prediction system, but the prediction results vary. To further understand ER, we performed this prospective cohort study to help evaluate ER in a noninvasive and efficient manner. Study design, size, duration This prospective study included 197 infertile women undergoing FET from April 2019 to July 2021. Transvaginal three-dimensional ultrasound was performed on the transfer day to evaluate ER, including endometrial thickness, morphology, volume, movement, blood flow and flow index. Participants/materials, setting, methods This study was conducted at the Reproductive and Genetic Hospital of CITIC-Xiangya. The primary outcome of this study was the clinical pregnancy rate. All included patients were divided into a pregnant group and a nonpregnant group according to whether clinical pregnancy was achieved. Main results and the role of chance A total of 197 FET patients with 139 pregnancies (70.5%) were analysed. Primary infertility (adjusted odds ratio (aOR), 1.98; 95% confidence interval (CI), 1.01–3.882; P = 0.047) and more frequent endometrial peristalsis (aOR, 1.33; 95% CI, 1.028–1.722; P = 0.03) were protective factors against clinical pregnancy. Scores of 1 to 2 were given according to the relationship between different groups of ultrasonic indices and the clinical pregnancy rate (CPR). A patient’s ER score was the sum of the scores of the 6 items. The ER score was significantly higher in the pregnant group than that in the nonpregnant group (7.40 ± 1.73 versus 6.33 ± 1.99, P = 0.001). The CPR increased as the ER score increased; the CPR significantly improved for the group with total ER scores of &amp;lt; 6 to ≥ 6 (45.5% versus 75.6%, P = 0.001). Limitations, reasons for caution First, this study only included natural cycles of FET. The application for other populations remains to be verified. Second, perhaps with the progress of ultrasonic technology, there will be new and more direct indicators. Third, we did not further explore the relationship between ER and the live birth rate. Wider implications of the findings The scoring system provides a broader idea for guiding clinical practice to perform more efficient transplantation and provide a noninvasive evaluation of ER in the future. Trial registration number None