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Kotsifa E, Machairas N, Angelis A, Nikiteas NI, Dimitroulis D, Sotiropoulos GC. Decoding the Prognostic Significance and Therapeutic Implications of Inflammation-Based Scores in Hepatocellular Carcinoma: A Comprehensive Review. Cancers (Basel) 2024; 16:2549. [PMID: 39061188 PMCID: PMC11274930 DOI: 10.3390/cancers16142549] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Revised: 07/11/2024] [Accepted: 07/12/2024] [Indexed: 07/28/2024] Open
Abstract
Hepatocellular carcinoma (HCC) is the most common primary liver cancer, posing a significant global health challenge with an increasing incidence. In recent years, multiple staging systems and scores have been proposed, emphasising the necessity for the development of precise prognostic tools. The well-documented etiological relationship between chronic inflammation and carcinogenesis has prompted researchers to explore novel prognostic markers associated with the inflammatory status of HCC patients. This review summarises the current data about inflammation-based scores in the context of HCC. We discuss established scores like the Glasgow Prognostic Score (GPS), modified GPS (mGPS) and the neutrophil-to-lymphocyte ratio (NLR) and others not as extensively studied, examining their utility in predicting survival outcomes and treatment response in HCC patients. Furthermore, we explore emerging scores, including the prognostic nutritional index (PNI) and other lymphocyte-based scores, assessing their potential in refining risk stratification and guiding therapeutic decisions in the era of precision medicine. As research progresses and these scores undergo further refinement and integration into the evolving landscape of HCC management, they carry significant potential for improving patient outcomes.
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Affiliation(s)
- Evgenia Kotsifa
- 2nd Propaedeutic Department of Surgery, General Hospital of Athens “Laiko”, National and Kapodistrian University of Athens, Agiou Thoma 17, 11527 Athens, Greece
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Bittaye SO, Kambi A, Tekanyi MAI, Tamba S, Sanneh L, Sisawo MM, Jatta A, Fatty G, Jeng A, Jallow MS, Leigh O, Njie R. Clinical manifestation, staging and prognosis of hepatocellular carcinoma in Gambian patients. BMC Gastroenterol 2023; 23:321. [PMID: 37730538 PMCID: PMC10510158 DOI: 10.1186/s12876-023-02952-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Accepted: 09/10/2023] [Indexed: 09/22/2023] Open
Abstract
BACKGROUND As a result of the lack of screening programs and the difficulty in making a proper diagnosis, the majority of hepatocellular carcinoma (HHC) patients present late in low-resource countries. The study therefore assesses the clinical features, stage and prognostic variables of patients with HCC in The Gambia. METHODS From December 2015 to January 2019, patients with a confirmed diagnosis of HCC were enrolled. All patients' medical history, ultrasound scan, FibroScan and laboratory details were collected. RESULTS Two hundred and sixty (260) patients were enrolled. The mean age of HCC patients was 40 years, and 210 (80.7%) of them were male. The most common gastrointestinal symptoms were early satiety 229 (88.1%) and abdominal pain 288 (87.7%), while the most common constitutional symptoms were weight loss 237 (91.2%) and easy fatiguability 237 (91.2%). Hepatomegaly 205 (78.8%) was the most common sign. On ultrasound scan, lesions were mostly multifocal 175 (67.3%), and the median FibroScan score was 75 kPa. The median fibrosis 4 and aspartate transferase platelet ratio index were 4.6 and 2.2, respectively. Hepatitis B surface antigen (HBsAg) was positive in 170 (65.4%) patients, and the median AFP level was 3263 ng/ml. HCC patients with positive HBsAg were more likely to be male 145 (85.3%) vs 62 (72.1%) (p = 0.011), much younger 39.9 vs 51.4 yrs (p = < 0.0001), more likely to have abdominal pain 156 (91.8%) vs 68 (79.1%) (p = 0.002), jaundice 78 (45.9%) vs 29 (33.7%) (p = 0.042), dark urine 117 (68.8%) vs 46 (53.5%) (p = 0.018), raised transaminases (Aspartate transaminases 224.5 (32-7886) vs 153 (18-610), p = < 0.01, Alanine transferases 71 (5-937) vs 47 (8-271), p = < 0.001) and decreased platelet count 207 (33-941) vs 252 (52- 641) (p = 0.021) compared to patients with HCC who were HBsAg-negative. CONCLUSIONS The prognosis of patients with HCC is poor in developing countries such as The Gambia, where screening programs and treatment modalities are scarce. Young males are disproportionately affected, and HBV is a major cause of HCC in The Gambia.
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Affiliation(s)
- Sheikh Omar Bittaye
- Department of Internal Medicine, Edward Francis Small Teaching Hospital, Banjul, The Gambia.
- School of Medicine and Allied Health Sciences, University of The Gambia, Banjul, The Gambia.
| | - Abubacarr Kambi
- Department of Internal Medicine, Edward Francis Small Teaching Hospital, Banjul, The Gambia
| | - Momodou A I Tekanyi
- Department of Internal Medicine, Edward Francis Small Teaching Hospital, Banjul, The Gambia
| | - Saydiba Tamba
- Department of Internal Medicine, Edward Francis Small Teaching Hospital, Banjul, The Gambia
| | - Lamin Sanneh
- Disease Control & Elimination, MRC Unit The Gambia @ London School of Hygiene & Tropical Medicine, Fajara, The Gambia
| | - Momodou Musa Sisawo
- Disease Control & Elimination, MRC Unit The Gambia @ London School of Hygiene & Tropical Medicine, Fajara, The Gambia
| | - Abdoulie Jatta
- Disease Control & Elimination, MRC Unit The Gambia @ London School of Hygiene & Tropical Medicine, Fajara, The Gambia
| | - Gibril Fatty
- Disease Control & Elimination, MRC Unit The Gambia @ London School of Hygiene & Tropical Medicine, Fajara, The Gambia
| | - Adam Jeng
- Disease Control & Elimination, MRC Unit The Gambia @ London School of Hygiene & Tropical Medicine, Fajara, The Gambia
| | - Momodou Salieu Jallow
- School of Medicine and Allied Health Sciences, University of The Gambia, Banjul, The Gambia
- Pathology Department, Edward Francis Small Teaching Hospital, Banjul, The Gambia
| | - Ousman Leigh
- School of Medicine and Allied Health Sciences, University of The Gambia, Banjul, The Gambia
- Pathology Department, Edward Francis Small Teaching Hospital, Banjul, The Gambia
- American International University, Serekunda, Gambia
| | - Ramou Njie
- Department of Internal Medicine, Edward Francis Small Teaching Hospital, Banjul, The Gambia
- School of Medicine and Allied Health Sciences, University of The Gambia, Banjul, The Gambia
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Zhao D, Xu W, Zhan Y, Xu L, Ding W, Xu A, Hou Z, Ni C. Development and Validation of Nomograms to Predict the Prognosis of Patients With Unresectable Hepatocellular Carcinoma Receiving Transarterial Chemoembolization. Clin Med Insights Oncol 2023; 17:11795549231178178. [PMID: 37378393 PMCID: PMC10291869 DOI: 10.1177/11795549231178178] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Accepted: 05/05/2023] [Indexed: 06/29/2023] Open
Abstract
Background Recent studies have shown that inflammatory indicators are closely related to the prognosis of patients with hepatocellular carcinoma, and they can serve as powerful indices for predicting recurrence and survival time after treatment. However, the predictive ability of inflammatory indicators has not been systematically studied in patients receiving transarterial chemoembolization (TACE). Therefore, the objective of this research was to determine the predictive value of preoperative inflammatory indicators for unresectable hepatocellular carcinoma treated with TACE. Methods Our retrospective research involved 381 treatment-naïve patients in 3 institutions, including the First Affiliated Hospital of Soochow University, Nantong First People's Hospital, and Nantong Tumor Hospital, from January 2007 to December 2020 that received TACE as initial treatment. Relevant data of patients were collected from the electronic medical record database, and the recurrence and survival time of patients after treatment were followed up. Least absolute shrinkage and selection operator (LASSO) algorithm was used to compress and screen the variables. We utilized Cox regression to determine the independent factors associated with patient outcomes and constructed a nomogram based on multivariate results. Finally, the nomogram was verified from discriminability, calibration ability, and practical applicability. Results Multivariate analysis revealed that the levels of aspartate aminotransferase-to-platelet ratio index (APRI) and lymphocyte count were independent influential indicators for overall survival (OS), whereas the levels of platelet-to-lymphocyte ratio (PLR) was an independent influential index for progression. Nomograms exhibited an excellent concordance index (C-index), in the nomogram of OS, the C-index was 0.753 and 0.755 in training and validation cohort, respectively; and in the nomogram of progression, the C-index was 0.781 and 0.700, respectively. The time-dependent C-index, time-dependent receiver operating characteristic (ROC), and time-dependent area under the curve (AUC) of the nomogram all exhibited ideal discrimination ability. Calibration curves significantly coincided with the standard lines, which indicated that the nomogram had high stability and low degree of over-fitting. Decision curve analysis revealed a wider range of threshold probabilities and could augment net benefits. The Kaplan-Meier curves for risk stratification indicated that the prognosis of patients varied significantly between risk categories (P < .0001). Conclusions The developed prognostic nomograms based on preoperative inflammatory indicators revealed high predictive accuracy for survival and recurrence. It can be a valuable clinical instrument for guiding individualized treatment and predicting prognosis.
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Affiliation(s)
- Dongxu Zhao
- Department of Interventional Radiology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Wei Xu
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Yi Zhan
- Department of Interventional Radiology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Lin Xu
- Department of Interventional Radiology, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Wenbin Ding
- Department of Interventional Radiology, Nantong Municipal First People’s Hospital, Nantong, China
| | - Aibing Xu
- Department of Interventional Therapy, Nantong Tumor Hospital, Nantong, China
| | - Zhongheng Hou
- Department of Interventional Radiology, Huzhou Central Hospital, Huzhou, China
| | - Caifang Ni
- Department of Interventional Radiology, The First Affiliated Hospital of Soochow University, Suzhou, China
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Li Z, Liang L, Duan W, Zhou C, Yang JJ. Non-linear relationship of gamma-glutamyl transpeptidase to lymphocyte count ratio with the recurrence of hepatocellular carcinoma with staging I-II: a retrospective cohort study. Infect Agent Cancer 2022; 17:16. [PMID: 35395799 PMCID: PMC8991940 DOI: 10.1186/s13027-022-00428-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Accepted: 03/22/2022] [Indexed: 12/24/2022] Open
Abstract
Background High recurrence rate was a major factor for the poor postoperative prognosis of hepatocellular carcinoma (HCC) patients. The present study was intended to evaluate the association of gamma-glutamyl transpeptidase to lymphocyte count ratio (GLR) and the recurrence of HCC with staging I–II in Chinese. Methods The retrospective cohort data was derived from the First Affiliated Hospital of Zhengzhou University from January 2014 to December 2018 on 496 patients who underwent radical resection of HCC with staging I–II. Multivariable Cox regression models were used to determine hazard ratios (HR) and 95% confidence interval (CI) for the recurrence of HCC with staging I–II of each GLR tertile category. The restricted cubic spline model was used to find out the threshold effect. Results With the low tertile of GLR as the reference, multivariable-adjusted HR and 95% CI of the middle and high tertile categories were 1.748 (1.170–2.612) and 2.078 (1.339–3.227). In addition, there was a positive correlation (HR 1.002; 95% CI 1.001–1.004) and a non-liner relationship was found, whose point was 27.5. When the GLR was less than 27.5, the risk of recurrence increased, obviously with the increase in GLR levels (HR 1.041; 95% CI 1.014–1.068). Conclusions The GLR was independently associated with the recurrence of HCC patients with staging I–II. Furthermore, the relationship was positive and no-linear.
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Affiliation(s)
- Zeping Li
- Department of Anesthesiology, Pain and Perioperative Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, China
| | - Lili Liang
- Department of Anesthesiology, Pain and Perioperative Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, China
| | - Wen Duan
- Department of Anesthesiology, Pain and Perioperative Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, China
| | - Chengmao Zhou
- Department of Anesthesiology, Pain and Perioperative Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, China.
| | - Jian-Jun Yang
- Department of Anesthesiology, Pain and Perioperative Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450000, China.
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Zhang X, Svn Z, Liv M, Liu M, Zhang Y, Sun Q. Assessment of Prognostic Value of Aspartate Aminotransferase-to-Platelet Ratio Index in Patients With Hepatocellular Carcinoma: Meta-Analysis of 28 Cohort Studies. Front Med (Lausanne) 2021; 8:756210. [PMID: 34901068 PMCID: PMC8661594 DOI: 10.3389/fmed.2021.756210] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 10/20/2021] [Indexed: 01/14/2023] Open
Abstract
Background: Hepatocellular carcinoma (HCC) is one of the most common malignant tumors globally; it is valuable to predict its prognosis after treatment. Aspartate aminotransferase-to-platelet index (APRI), a non-invasive biomarker consists of two routine test parameters easily available in all the patients. Our study aimed to investigate whether APRI can serve as an independent prognostic marker in the patients with HCC. Methods: We extensively searched PubMed, Embase, and Web of Science databases on June 20, 2021 to determine all relevant literature. The studies that explored the association between the APRI levels and prognosis of patients with HCC and reported risk estimate data were included. The Newcastle-Ottawa Scale was used to assess the quality of the included studies. Results: A total of 1,097 articles were initially identified, of which 28 studies involving 11,041 patients met the eligibility criteria for the meta-analysis. The pooled hazard ratios (HRs) for overall survival (OS) and disease-free survival (DFS) were 1.77 (95% CI: 1.53–2.05, P < 0.001) and 1.59 (95% CI: 1.47–1.71, P < 0.001), respectively, suggesting a significant correlation between the increased APRI levels and poor prognosis in the patients with HCC. In the subgroup analyses, statistical significance of the correlation disappeared in the Korean and Japanese population and in the patients undergoing transarterial chemoembolization (TACE). Of note, the current results may be overestimated due to publication bias, but the conclusion remained unchanged when the bias was adjusted. Conclusion: High APRI levels are associated with poor OS and DFS in the patients with HCC. In most cases, pretreatment APRI can be used as an independent prognostic factor, but it is necessary to incorporate other predictive prognostic systems to ensure accuracy. Further studies are needed to determine the specific beneficiary population and the optimal cutoff value.
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Affiliation(s)
- XinYue Zhang
- Affiliated Hospital of Traditional Chinese Medicine, School of Integrated Traditional Chinese and Western Medicine, Southwest Medical University, Luzhou, China
| | - Zhen Svn
- Hengyang Medical School, University of South China, Hengyang, China
| | - MengSi Liv
- Hengyang Medical School, University of South China, Hengyang, China
| | - MengNan Liu
- Department of Cardiovascular Medicine, National Traditional Chinese Medicine Clinical Research Base, Hospital Affiliated to Southwest Medical University, Luzhou, China
| | - YiHan Zhang
- Medical Record Room, Affiliated Hospital of Traditional Chinese Medicine, Southwest Medical University, Luzhou, China
| | - Qin Sun
- Affiliated Hospital of Traditional Chinese Medicine, School of Integrated Traditional Chinese and Western Medicine, Southwest Medical University, Luzhou, China.,National Traditional Chinese Medicine Clinical Research Base, Drug Research Center of Integrated Traditional Chinese and Western Medicine, Affiliated Traditional Chinese Medicine Hospital, Southwest Medical University, Luzhou, China
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Wray CJ. Estimating Surgical Outcomes for Hepatocellular Carcinoma. Ann Surg Oncol 2021; 28:8007. [PMID: 34550479 DOI: 10.1245/s10434-021-10832-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Accepted: 09/08/2021] [Indexed: 11/18/2022]
Affiliation(s)
- Curtis J Wray
- Department of Surgery, University of Texas Health Science Center at Houston, Houston, TX, USA.
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Gemcioglu E, Davutoglu M, Catalbas R, Karabuga B, Kaptan E, Aypak A, Kalem AK, Özdemir M, Yeşilova NY, Kalkan EA, Civak M, Kücüksahin O, Erden A, Ates I. Predictive values of biochemical markers as early indicators for severe COVID-19 cases in admission. Future Virol 2021. [PMCID: PMC8114836 DOI: 10.2217/fvl-2020-0319] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Aim: COVID-19 is a pandemic that causes high morbidity and mortality, especially in severe patients. In this study, we aimed to search and explain the relationship between biochemical markers, which are more common, easily available and applicable to diagnose and to stage the disease. Materials & methods: In this study, 609 patients were evaluated retrospectively. 11 biochemical parameters were included in analysis to explain the relationship with severity of disease. Results: Nearly, all the parameters that have been evaluated in this study were statistically valuable as a predictive parameter for severe disease. Areas under the curve of blood urea nitrogen (BUN)/albumin ratio (BAR), CALL score and lymphocyte/C-reactive protein ratio were 0.795, 0.778 and 0.770. The BAR and neutrophil/albumin ratios provide important prognostic information for decision-making in severe patients with COVID-19. Conclusion: High BAR and neutrophil/albumin ratios may be a better predictor of severity COVID-19 than other routinely used parameters in admission.
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Affiliation(s)
- Emin Gemcioglu
- Ankara City Hospital, Department of Internal Medicine, Ankara 06800, Turkey
| | - Mehmet Davutoglu
- Yıldırım Beyazıt University School of Medicine, Department of Internal Medicine, Ankara 06800, Turkey
| | - Ramis Catalbas
- Yıldırım Beyazıt University School of Medicine, Department of Internal Medicine, Ankara 06800, Turkey
| | - Berkan Karabuga
- Yıldırım Beyazıt University School of Medicine, Department of Internal Medicine, Ankara 06800, Turkey
| | - Enes Kaptan
- Yıldırım Beyazıt University School of Medicine, Department of Internal Medicine, Ankara 06800, Turkey
| | - Adalet Aypak
- Ankara City Hospital, Department of Infectious Diseases & Clinical Microbiology, Ankara 06800, Turkey
| | - Ayse K Kalem
- Yıldırım Beyazıt University School of Medicine, Department of Infectious Diseases & Clinical Microbiology, Ankara 06800, Turkey
| | - Mustafa Özdemir
- Ankara City Hospital, Department of Internal Medicine, Ankara 06800, Turkey
| | - Necati Y Yeşilova
- Ankara City Hospital, Department of Internal Medicine, Ankara 06800, Turkey
| | - Emra A Kalkan
- Ankara City Hospital, Department of Internal Medicine, Ankara 06800, Turkey
| | - Musa Civak
- Ankara City Hospital, Department of Internal Medicine, Ankara 06800, Turkey
| | - Orhan Kücüksahin
- Yıldırım Beyazıt University School of Medicine, Department of Rheumatology, Ankara 06800, Turkey
| | - Abdulsamet Erden
- Ankara City Hospital, Department of Rheumatology, Ankara 06800, Turkey
| | - Ihsan Ates
- Ankara City Hospital, Department of Internal Medicine, Ankara 06800, Turkey
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