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Keywords = CA19-9-bilirubin-ratio

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17 pages, 2092 KiB  
Article
Enzymic Activity, Metabolites, and Hematological Responses Changes of Clinical Healthy High-Risk Beef Calves During Their First 56-Days from Arrival
by Octavio Carrillo-Muro, Pedro Hernández-Briano, Paola Isaira Correa-Aguado, Alejandro Rivera-Villegas, Oliver Yaotzin Sánchez-Barbosa, Rosalba Lazalde-Cruz, Alberto Barreras, Alejandro Plascencia and Daniel Rodríguez-Cordero
Animals 2025, 15(2), 133; https://doi.org/10.3390/ani15020133 - 8 Jan 2025
Cited by 2 | Viewed by 967
Abstract
The objective of this study was to evaluate the changes in enzymic activity, metabolites, and hematological responses during the first 56-d of arrival of newly received calves, which were qualified at reception as high-risk but diagnosed as clinically healthy. A total of 320 [...] Read more.
The objective of this study was to evaluate the changes in enzymic activity, metabolites, and hematological responses during the first 56-d of arrival of newly received calves, which were qualified at reception as high-risk but diagnosed as clinically healthy. A total of 320 blood samples were taken from 64 crossbred bull calves (average initial body weight = 148.3 ± 1.3 kg) at different times from arrival (d 0, 14, 28, 42, and 56 of received). Calves included in the study were received in June (n = 20), November (n = 24), and April (n = 20); thus, experimental treatments were arranged in a generalized complete block design (three blocks = month of arrival). The following parameters were determined: total white blood cells (WBC): lymphocytes (LYM), lymphocytes % (LYM%), monocytes (MON), monocytes % (MON%), granulocytes (GRA), granulocytes % (GRA%), platelets (PLT), and mean platelet volume (MPV); red blood cells (RBC): red blood cell distribution width test % (RDW%), hematocrit (HCT), and mean corpuscular volume (MCV); hemoglobin (HGB): mean corpuscular hemoglobin (MCH) and mean corpuscular hemoglobin concentration (MCHC). The enzymatic activity and metabolites analyzed were alkaline phosphatase (ALP), gamma glutamyltransferase (GGT), aspartate aminotransferase (AST), alanine aminotransferase (ALT), total protein (TP), albumin (ALB), globulin (GLO), ALB/GLO ratio, blood urea nitrogen (BUN), creatinine (CRE), total bilirubin (TBIL), total cholesterol (TCHO), triglycerides (TG); (4) calcium (Ca), glucose (GLU), sodium (Na+), potassium (K+), and chlorine (Cl). It was observed that ALP, ALT, TP, ALB, GLO, ALB/GLO ratio, TCHO, TG, Ca, and GLU increased as days from reception increased (linear effect, p ≤ 0.04), whereas CRE and TBIL were reduced (linear effect, p ≤ 0.02). A quadratic response (p ≤ 0.001) was observed to GGT and AST values being maximal on days 1 and 56 after arrival (p ≤ 0.001). Na+, K+, and Cl concentrations were not affected by prolonged days after arrival. Finally, blood cells of LYM, LYM%, PLT, RBC, HGB, HCT%, MCV, and MCH increased (linear effect, p ≤ 0.001) as the number of days after arrival increased. Whereas MON% was linearly decreased (p ≤ 0.05). It was concluded that even when all parameters were within the range of reference intervals (RIs) determined for healthy cattle, during the period of monitoring, as the days after arrival lengthened, blood serum parameters related to health and immunity increased, and metabolites related to tissue injury decreased. In contrast, plasmatic electrolytes (Na+, K+, and Cl) were slightly reduced as the day after arrival increased. Apparently, at least 42 d is the minimum period after arrival to permit calves to reach more adequate physiological and metabolic conditions before starting the fattening phase. Full article
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15 pages, 1678 KiB  
Article
Dietary 25-Hydroxycholecalciferol Supplementation as a Vitamin D3 Substitute Improves Performance, Egg Quality, Blood Indexes, Jejunal Morphology, and Tibia Quality in Late-Phase Laying Hens
by Shan Gao, Kai Qiu, Junjie Zheng, Haijun Zhang, Jing Wang, Xiaolong Qi and Shugeng Wu
Animals 2024, 14(6), 878; https://doi.org/10.3390/ani14060878 - 13 Mar 2024
Cited by 7 | Viewed by 2662
Abstract
This study aimed to investigate whether a dietary 25-OHD3 addition improved the performance, egg quality, blood indexes, antioxidant status, jejunal morphology, and tibia quality of aged laying hens compared to a dietary VD3 addition. A total of 270 Hy-Line Brown laying [...] Read more.
This study aimed to investigate whether a dietary 25-OHD3 addition improved the performance, egg quality, blood indexes, antioxidant status, jejunal morphology, and tibia quality of aged laying hens compared to a dietary VD3 addition. A total of 270 Hy-Line Brown laying hens at 55 wk of age were randomly assigned to three dietary treatments with six replicates (15 birds per replicate with 3 birds per cage). Chickens were fed a corn–soybean meal diet supplementation of 4000 IU/kg VD3 (control group), 50 μg/kg 25-OHD3 and 2000 IU/kg VD3 (experimental group 1), or 50 μg/kg 25-OHD3 and 4000 IU/kg VD3 (experimental group 2) for 12 weeks. The results demonstrated that 25-OHD3 caused a significant increase in the laying rate, especially in the 50 μg/kg 25-OHD3 + 2000 IU/kg VD3 group; the laying rate reached the maximum compared with other groups after 12 weeks (p < 0.05). However, there were no significant effects on the average egg weight, average daily feed intake, or feed-to-egg ratio (p > 0.05). A dietary supplementation of 50 μg/kg 25-OHD3 and 2000 IU/kg VD3 provided an improved eggshell strength, thick albumen height, and Haugh unit after 12 weeks (p < 0.05). Further analysis of the blood indexes showed that alanine aminotransferase, aspartate aminotransferase, alkaline phosphatase, calcium, and phosphorus were enhanced significantly in the 50 μg/kg 25-OHD3 + 2000 IU/kg VD3 group, while the content of total bilirubin decreased significantly (p < 0.05). In addition, the 25-OHD3 addition in diets improved the calcium and phosphorus contents in the serum (p < 0.05). The concentrations of 25-OHD3, parathyroid hormones, follicle-stimulating hormone, and progesterone were increased in the 50 μg/kg 25-OHD3 + 2000 IU/kg VD3 group, and the levels of cortisol, calcitonin, bone gla protein, and endotoxin in the serum reached a minimum in the 50 μg/kg 25-OHD3 + 4000 IU/kg VD3 group (p < 0.05), which constitutes an advantage for the aged laying hens. The antioxidant enzyme activities and free radical scavenging abilities in the 50 μg/kg 25-OHD3 + 2000 IU/kg VD3 group increased markedly, and the MDA level decreased significantly in the 50 μg/kg 25-OHD3 + 4000 IU/kg VD3 group (p < 0.05). Improvements in jejunal morphology and intestinal integrity resulted in an increased villi-length-to-crypt-depth ratio in the 50 μg/kg 25-OHD3 + 2000 IU/kg VD3 group (p < 0.05). Dietary 50 μg/kg 25-OHD3 and 2000 IU/kg VD3 additions improved the tibia quality, including fresh tibia weight, strength, mineral content (Ca), and trabeculae area (p < 0.05). Taken together, compared with the dietary VD3 addition, dietary supplementation of 25-OHD3 supported a stable physiological status for sustained egg production, egg quality, and bone quality in late-phase laying hens, and the addition levels of 50 μg/kg 25-OHD3 and 2000 IU/kg VD3 had the best effect. Therefore, this could provide a theoretical basis for the use of 25-OHD3 as a substitute forVD3. Full article
(This article belongs to the Collection Poultry Nutrition and Metabolism)
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24 pages, 603 KiB  
Systematic Review
Systematic Review of Preoperative Prognostic Biomarkers in Perihilar Cholangiocarcinoma
by Rishaan Pawaskar, Kevin Zhang Huang, Helen Pham, Adnan Nagrial, Mark Wong, Siobhan O’Neill, Henry Pleass, Lawrence Yuen, Vincent W. T. Lam, Arthur Richardson, Tony Pang and Christopher B. Nahm
Cancers 2024, 16(4), 698; https://doi.org/10.3390/cancers16040698 - 7 Feb 2024
Cited by 5 | Viewed by 2555
Abstract
Perihilar cholangiocarcinoma (pCCA) is an uncommon malignancy with generally poor prognosis. Surgery is the primary curative treatment; however, the perioperative mortality and morbidity rates are high, with a low 5-year survival rate. Use of preoperative prognostic biomarkers to predict survival outcomes after surgery [...] Read more.
Perihilar cholangiocarcinoma (pCCA) is an uncommon malignancy with generally poor prognosis. Surgery is the primary curative treatment; however, the perioperative mortality and morbidity rates are high, with a low 5-year survival rate. Use of preoperative prognostic biomarkers to predict survival outcomes after surgery for pCCA are not well-established currently. This systematic review aimed to identify and summarise preoperative biomarkers associated with survival in pCCA, thereby potentially improving treatment decision-making. The Embase, Medline, and Cochrane databases were searched, and a systematic review was performed using the PRISMA guidelines. English-language studies examining the association between serum and/or tissue-derived biomarkers in pCCA and overall and/or disease-free survival were included. Our systematic review identified 64 biomarkers across 48 relevant studies. Raised serum CA19-9, bilirubin, CEA, neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR) and tumour MMP9, and low serum albumin were most associated with poorer survival; however, the cutoff values used widely varied. Several promising molecular markers with prognostic significance were also identified, including tumour HMGA2, MUC5AC/6, IDH1, PIWIL2, and DNA index. In conclusion, several biomarkers have been identified in serum and tumour specimens that prognosticate overall and disease-free survival after pCCA resection. These, however, require external validation in large cohort studies and/or in preoperatively obtained specimens, especially tissue biopsy, to recommend their use. Full article
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18 pages, 3909 KiB  
Article
Effects of Extreme-Ambient Temperatures in Silver Barb (Barbonymus gonionotus): Metabolic, Hemato-Biochemical Responses, Enzymatic Activity and Gill Histomorphology
by Sabuj Kanti Mazumder, Sutapa Debi, Simon Kumar Das, Mohammad Abdus Salam, Md. Shahanoor Alam, Mohammad Lutfar Rahman, Md. Abdullah Al Mamun, Sarker Mohammed Ibrahim Khalil and Debasish Pandit
Water 2024, 16(2), 292; https://doi.org/10.3390/w16020292 - 15 Jan 2024
Cited by 6 | Viewed by 3425
Abstract
A global interest in Silver Barb (Barbonymus gonionotus) cultivation has arisen because of a combination of declining wild stock and a steady increase in demand and market value. The purpose of the current investigation was to evaluate the impact of extreme [...] Read more.
A global interest in Silver Barb (Barbonymus gonionotus) cultivation has arisen because of a combination of declining wild stock and a steady increase in demand and market value. The purpose of the current investigation was to evaluate the impact of extreme water temperature changes on growth, hemato-biochemical responses, pepsin enzyme activity and gill histomorphology of B. gonionotus. Four distinct temperatures (22, 26, 30 and 34 °C) were applied in the laboratory (22, 26, 30 and 34 °C) in triplicate glass aquariums (150 L each). At 30 and 22 °C, respectively, the highest and the lowest length and weight gain, specific, daily and relative growth rates were noted. At 30 °C the lowest FCR was recorded (1.42 ± 0.04). The values related to hematology and biochemistry were found to be within normal ranges; nevertheless, there was a notable variation in the parameters when the temperature changed. Hematological results revealed that RBC, HB, PLT, HCT and PMV levels were significantly higher in groups 30 °C with respect to others. It was evident that cold and heat shock stress was present due to the decline in hematocrit levels and rise in WBC values. Regarding the biochemical responses, the level of triglycerides, cholesterol, AP, Ca+, HDL, and HDL/LDL ratio increased significantly higher at 30 °C. Glucose, total protein, albumin, Na+, K+, Cl−1, AST, bilirubin, uric acid, and LDL levels were significantly higher at 22 °C compared to other temperatures. There was a higher pepsin activity between 26 and 30 °C while the digestive somatic index (IDS) was disproportionate. Histological examination demonstrated the well-shaped gill tissues at 26 and 30 °C compared to distinctive pathology in other temperature treatments. As an end note, the results of the experiment indicated that B. gonionotus should be cultured at 26–30 °C to maximize the overall productivity and the health condition of this economically important fish species. Full article
(This article belongs to the Special Issue Impact of Climate Changes on Marine Ecology and Fishes)
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12 pages, 593 KiB  
Article
Prognostic Role of Red Cell Distribution Width and Other Routine Clinico-Pathological Parameters in Dogs with Acute Pancreatitis
by Carlo Guglielmini, Paolo Emidio Crisi, Antonio Maria Tardo, Roberta Di Maggio, Barbara Contiero, Andrea Boari, Federico Fracassi and Arianna Miglio
Animals 2022, 12(24), 3483; https://doi.org/10.3390/ani12243483 - 9 Dec 2022
Cited by 9 | Viewed by 4716
Abstract
This study aimed to assess the prognostic value of red cell distribution width (RDW) RDW-to-calcium ratio (RDW/Ca), neutrophils-to-lymphocytes ratio (N/L), platelets-to-lymphocytes ratio (P/L) and other easy to obtain and inexpensive hematological and biochemical parameters in dogs with acute pancreatitis. This is a multicenter, [...] Read more.
This study aimed to assess the prognostic value of red cell distribution width (RDW) RDW-to-calcium ratio (RDW/Ca), neutrophils-to-lymphocytes ratio (N/L), platelets-to-lymphocytes ratio (P/L) and other easy to obtain and inexpensive hematological and biochemical parameters in dogs with acute pancreatitis. This is a multicenter, retrospective cohort study including 70 client-owned dogs. The accuracy of clinical and laboratory variables to predict short-term death (i.e., dead by 14 days) was tested by calculating the area under the receiver-operating characteristic curve (AUC). Independent predictors of death were identified using the multivariable Cox proportional hazards regression model. The survival rate was 72.9% (51 dogs) and 19 dogs died within 14 days of admission from AP. RDW and blood urea nitrogen (BUN) had good accuracy to predict short-term dead with AUC of 0.74 and 0.70 at the cut-off of >12.7% and >42 mg/dL, respectively. According to the multivariable model, RDW (hazard ratio and 95% confidence interval [HR, 95% CI] = 5.08, 95% CI = 1.14–22.67; p = 0.03), BUN (HR = 1.00, 95% CI = 1.00–1.01; p < 0.01) and bilirubin (HR = 2.46, 95% CI = 1.38–4.39; p < 0.01) were independent predictors of death. The results indicate that RDW, BUN and bilirubin are useful predictors of short-term death in dogs with acute pancreatitis. Full article
(This article belongs to the Collection Clinical Pathology in Animals)
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8 pages, 425 KiB  
Article
Hyperbilirubinemia and Hyponatremia as Predictors of Complicated Appendicitis
by Abdullah Shuaib, Nour Alhamdan, Husain Arian, Mohamed Alaa Sallam and Ali Shuaib
Med. Sci. 2022, 10(3), 36; https://doi.org/10.3390/medsci10030036 - 4 Jul 2022
Cited by 16 | Viewed by 3534
Abstract
Several studies have reported elevated serum bilirubin or reduced serum sodium levels in patients with complicated appendicitis (CA). This study examined the efficacy of hyperbilirubinemia, hyponatremia, and both combined in the preoperative diagnosis of CA. Patients who underwent surgery for acute appendicitis were [...] Read more.
Several studies have reported elevated serum bilirubin or reduced serum sodium levels in patients with complicated appendicitis (CA). This study examined the efficacy of hyperbilirubinemia, hyponatremia, and both combined in the preoperative diagnosis of CA. Patients who underwent surgery for acute appendicitis were included in this retrospective review. In total, 247 patients were included in the final analysis. Of these, 36 (14.2%) had early appendicitis, 177 (72.0%) had acute suppurative appendicitis, 32 (13.0%) had necrotizing/gangrenous acute appendicitis, and 2 (0.8%) had other types of appendicitis. The mean total bilirubin (TBIL) level was significantly higher in patients with CA than in those with uncomplicated appendicitis. Conversely, the mean serum sodium level was significantly lower in patients with CA than in those with uncomplicated appendicitis. The levels of TBIL (odds ratio: 1.098, 95% CI: 1.052–1.147) and serum sodium (odds ratio: 0.743, 95% CI: 0.646–0.855) were associated with CA. Hyponatremia combined with hyperbilirubinemia yielded significant discriminatory value for the diagnosis of CA. TBIL and serum sodium levels can be considered as adjuvant parameters in the diagnosis of perforated/necrotizing appendicitis. Although hyperbilirubinemia and hyponatremia together were better able to determine the risk of CA than either marker alone, other markers are required to definitively predict CA. Furthermore, large-scale studies are needed to confirm these findings. Full article
(This article belongs to the Section Hepatic and Gastroenterology Diseases)
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12 pages, 2610 KiB  
Article
Comparative Study of Physiological Changes in Turbot Scophthalmus maximus in Different Living Conditions
by Silvia Križanac, Natalija Topić Popović, Josip Barišić, Blanka Beer-Ljubić, Maro Bujak, Sanja Babić, Krunoslav Bojanić, Rozelindra Čož-Rakovac, Daniel Matulić and Ivančica Strunjak-Perović
Appl. Sci. 2022, 12(9), 4201; https://doi.org/10.3390/app12094201 - 21 Apr 2022
Cited by 2 | Viewed by 2429
Abstract
The aim of this study was to compare the organismal responses of farmed and wild-caught turbot, Scophthalmus maximus, based on analyses of biochemical plasma parameters, leukocyte profile, and histological tissue profile of gills, kidney, liver, intestine, and spleen, as well as gene expression [...] Read more.
The aim of this study was to compare the organismal responses of farmed and wild-caught turbot, Scophthalmus maximus, based on analyses of biochemical plasma parameters, leukocyte profile, and histological tissue profile of gills, kidney, liver, intestine, and spleen, as well as gene expression of stress proteins in kidney and liver tissue. The results revealed significant differences in plasma triglycerides (TRIG), total protein (TP), albumin (ALB), globulin (GLOB), bilirubin (TBIL), creatinine (CRE) levels, creatine kinase (CK), and superoxide dismutase (SOD) activities that were higher, and A/G ratio, calcium (Ca) and phosphorus (P) concentrations, alkaline phosphatase (ALP), and glutathione peroxidase (GPx) activity, which were lower in farmed population. The neutrophil-leukocyte (N:L) ratio and gene expression of HSP70, HSP90, and WAP65-2 were increased in the wild-caught turbot. The wild-caught turbot were infested with the gill digenean parasite Dactylogyrus sp. and tapeworm Bothriocephalus scorpii. The obtained results provide valuable data for the assessment of the physiological responses of turbot for future comparative studies of the effects of various endogenous and exogenous factors on homeostasis of this species. Full article
(This article belongs to the Special Issue Aquatic Animal Health in Vulnerable Environments)
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15 pages, 2116 KiB  
Communication
The Diagnostic Value of the CA19-9 and Bilirubin Ratio in Patients with Pancreatic Cancer, Distal Bile Duct Cancer and Benign Periampullary Diseases, a Novel Approach
by Lenka N. C. Boyd, Mahsoem Ali, Laura Kam, Jisce R. Puik, Stephanie M. Fraga Rodrigues, Eline S. Zwart, Freek Daams, Barbara M. Zonderhuis, Laura L. Meijer, Tessa Y. S. Le Large, Elisa Giovannetti, Hanneke W. M. van Laarhoven and Geert Kazemier
Cancers 2022, 14(2), 344; https://doi.org/10.3390/cancers14020344 - 11 Jan 2022
Cited by 24 | Viewed by 4255
Abstract
Distinction of pancreatic ductal adenocarcinoma (PDAC) in the head of the pancreas, distal cholangiocarcinoma (dCCA), and benign periampullary conditions, is complex as they often share similar clinical symptoms. However, these diseases require specific management strategies, urging improvement of non-invasive tools for accurate diagnosis. [...] Read more.
Distinction of pancreatic ductal adenocarcinoma (PDAC) in the head of the pancreas, distal cholangiocarcinoma (dCCA), and benign periampullary conditions, is complex as they often share similar clinical symptoms. However, these diseases require specific management strategies, urging improvement of non-invasive tools for accurate diagnosis. Recent evidence has shown that the ratio between CA19-9 and bilirubin levels supports diagnostic distinction of benign or malignant hepatopancreaticobiliary diseases. Here, we investigate the diagnostic value of this ratio in PDAC, dCCA and benign diseases of the periampullary region in a novel fashion. To address this aim, we enrolled 265 patients with hepatopancreaticobiliary diseases and constructed four logistic regression models on a subset of patients (n = 232) based on CA19-9, bilirubin and the ratio of both values: CA19-9/(bilirubin−1). Non-linearity was investigated using restricted cubic splines and a final model, the ‘Model Ratio’, based on these three variables was fitted using multivariable fractional polynomials. The performance of this model was consistently superior in terms of discrimination and calibration compared to models based on CA19-9 combined with bilirubin and CA19-9 or bilirubin alone. The ‘Model Ratio’ accurately distinguished between malignant and benign disease (AUC [95% CI], 0.91 [0.86–0.95]), PDAC and benign disease (AUC 0.91 [0.87–0.96]) and PDAC and dCCA (AUC 0.83 [0.74–0.92]) which was confirmed by internal validation using 1000 bootstrap replicates. These findings provide a foundation to improve minimally-invasive diagnostic procedures, ultimately ameliorating effective therapy for PDAC and dCCA. Full article
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15 pages, 1100 KiB  
Article
A Nomogram-Based Prognostic Model for Advanced Hepatocellular Carcinoma Patients Treated with Sorafenib: A Multicenter Study
by Giovanni Marasco, Francesco Poggioli, Antonio Colecchia, Giuseppe Cabibbo, Filippo Pelizzaro, Edoardo Giovanni Giannini, Sara Marinelli, Gian Ludovico Rapaccini, Eugenio Caturelli, Mariella Di Marco, Elisabetta Biasini, Fabio Marra, Filomena Morisco, Francesco Giuseppe Foschi, Marco Zoli, Antonio Gasbarrini, Gianluca Svegliati Baroni, Alberto Masotto, Rodolfo Sacco, Giovanni Raimondo, Francesco Azzaroli, Andrea Mega, Gianpaolo Vidili, Maurizia Rossana Brunetto, Gerardo Nardone, Luigina Vanessa Alemanni, Elton Dajti, Federico Ravaioli, Davide Festi, Franco Trevisani and on behalf of the Italian Liver Cancer (ITA.LI.CA.) Groupadd Show full author list remove Hide full author list
Cancers 2021, 13(11), 2677; https://doi.org/10.3390/cancers13112677 - 29 May 2021
Cited by 10 | Viewed by 3439
Abstract
Among scores and staging systems used for HCC, none showed a good prognostic ability in patients with advanced HCC treated with Sorafenib. We aimed to evaluate predictive factors of overall survival (OS) and drug response in HCC patients undergoing Sorafenib included in the [...] Read more.
Among scores and staging systems used for HCC, none showed a good prognostic ability in patients with advanced HCC treated with Sorafenib. We aimed to evaluate predictive factors of overall survival (OS) and drug response in HCC patients undergoing Sorafenib included in the Italian Liver Cancer (ITA.LI.CA.) multicenter cohort. Patients in the ITA.LI.CA database treated with Sorafenib and updated on 30 June 2019 were included. Demographic and clinical data before starting Sorafenib treatment were considered. For the evaluation of predictive factors for OS, a time-dependent Cox proportional hazard model was used. A total of 1107 patients were included in our analysis. The mean age was 64.3 years and 81.7% were male. Most patients were staged as BCLC B (205, 18.9%) or C (706, 65.1%). The median time of Sorafenib administration was 4 months (interquartile range (IQR) 2–12), and the median OS was 10 months (IQR: 4–20). A total of 263 patients (33.8%) out of 780 with available evaluation experienced objective tumoral response to Sorafenib. The Eastern Cooperative Oncology Group (ECOG) Performance Status (PS) (hazard ratio (HR) 1.284), maximum tumoral diameter (HR 1.100), plasma total bilirubin (HR 1.119), aspartate amino transferase assessed as multiple of the upper normal value (HR 1.032), alpha-fetoprotein ≥200 ng/mL (HR 1.342), hemoglobin (HR 0.903) and platelet count (HR 1.002) were associated with OS at multivariate Cox regression analysis. Drug response was predicted by maximum tumoral diameter and platelet count. A novel prognostic nomogram for patients undergoing Sorafenib is hereby proposed. The novelty introduced is the comprehensive patient’s assessment using common markers of patient’s general status, liver damage and function and HCC biology. Further studies are required to test its accuracy and provide external validation. Full article
(This article belongs to the Special Issue Prognosis and Treatment of Hepatocellular Carcinoma)
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