Literature DB >> 32042266

The prognostic value of De Ritis (AST/ALT) ratio in patients after surgery for urothelial carcinoma: a systematic review and meta-analysis.

Xu Hu1, Wei-Xiao Yang1, Yan Wang1, Yan-Xiang Shao1, San-Chao Xiong1, Xiang Li2.   

Abstract

BACKGROUND: Recently, the De Ritis (AST/ALT) ratio has been considered as a prognostic biomarker for various malignancies. We conducted this systematic review and meta-analysis to explore the prognostic value of preoperative De Ritis ratio in patients after surgery for urothelial carcinoma.
METHODS: We searched the online database Embase, PubMed and Cochrane Library up to October 2019. The hazard ratio (HR) and 95% confidence interval (CI) were extracted from the studies.
RESULTS: A total of 8 studies incorporating 3949 patients were included in the quantitative synthesis. We observed that elevated preoperative De Ritis ratio is associated with inferior OS (HR = 1.97; 95% CI 1.70-2.28; P < 0.001), CSS (HR = 2.40; 95% CI 2.02-2.86; P < 0.001), RFS (HR = 1.31; 95% CI 1.11-1.54; P = 0.001), PFS (HR = 2.07; 95% CI 1.68-2.56; P < 0.001) and MFS (HR = 2.39; 95% CI 1.16-4.91; P = 0.018). Stratified by diseases, the elevated De Ritis ratio also served as an unfavorable factor.
CONCLUSION: The elevated preoperative De Ritis ratio is an unfavorable factor for patients with urothelial carcinoma. In patients with BC and UTUC, the elevated preoperative De Ritis ratio is also associated with poor prognosis. But De Ritis ratio must be validated in large, independent cohorts before it can be applied widely.
© The Author(s) 2020.

Entities:  

Keywords:  De Ritis ratio; Meta-analysis; Prognosis; Surgery; Urothelial carcinoma

Year:  2020        PMID: 32042266      PMCID: PMC6998332          DOI: 10.1186/s12935-020-1125-2

Source DB:  PubMed          Journal:  Cancer Cell Int        ISSN: 1475-2867            Impact factor:   5.722


Background

Urothelial carcinoma (UC) is one of the most commonly diagnosed malignancies, with an estimated 80 thousand new cases and 18 thousand deaths in the United States in 2019 [1]. UC is mainly composed of upper tract urothelial carcinoma (UTUC) and bladder cancer (BC), which are situated at the upper and lower urinary tract, respectively [2]. UTUC is a rare disease that accounts for approximately 5–10% UC, while BC takes up 90–95% of UC and is the most common urinary tract malignancy [3, 4]. Although radical nephroureterectomy (RUN) with bladder cuff excision is the standard treatment for patients with non-metastatic UTUC, high incidences of postoperative disease recurrence have been reported [2, 5]. Radical cystectomy (RC) is the standard approach in patients with non-metastatic muscle-invasive bladder cancer (MIBC) and high-risk non-muscle-invasive bladder cancer (NMIBC), while the 5-year overall survival (OS) rate after RC is approximately 60% [4, 6, 7]. Thus, it is important to precisely predict clinical course after surgery during counseling to determine the suitable treatment and follow-up strategies for individual patients with UC. Pathological T stage and tumor grade are established prognostic factors, besides several prognostic favors are also presented, including lymphovascular invasion, tumor necrosis, Eastern Cooperative Oncology Group Performance Status (ECOG-PS), systemic inflammation and others [2, 4, 6–8]. Aminotransaminases, including aspartate aminotransaminase (AST) and alanine aminotransaminase (ALT), are enzymes released from the liver cell into the blood stream, reflecting hepatocellular damage [9]. The ratio of the serum activities of AST to ALT, firstly described by De Ritis and known as the De Ritis ratio [10]. The De Ritis ratio has been used as a predictor of several chronic liver diseases [11]. Recently, this ratio has been considered as a prognostic biomarker for various malignancies, such as renal cell carcinoma, pancreatic cancer, and breast cancer [12-14]. While in patients with surgically treated UC, the prognostic value of De Ritis ratio is still unclear. Nishikawa et al. found that elevated De Ritis ratio is associated with recurrence-free survival (RFS) in patients with UC, while the other study did not detect the significant association between elevated De Ritis ratio and RFS [15, 16]. As a result, we conducted this systematic review and meta-analysis to explore the prognostic value of preoperative De Ritis ratio in patients after surgery for UC.

Method

Literature search strategy

Based on the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) Statement, we conducted this systematic review and meta-analysis. We searched the PubMed, Embase, the Cochrane library up to October 2019. We applied the following items: urothelial carcinoma (urothelial, bladder, tumor, cancer or carcinoma) and De Ritis ratio (aspartate aminotransferase, AST, alanine aminotransferase, ALT, AST/ALT ratio, AST to ALT ratio) as keywords or Mesh. We also screened the reference lists of all eligible studies to ensure comprehensive search. Two reviewers screened the literature independently, any disagreements were resolved by discussing or consulting another one.

Inclusion and exclusion criteria

We included articles conforming to the following inclusion criteria: (1) random-controlled studies or observational studies; (2) patients were diagnosed urothelial carcinoma and underwent surgery; (3) De Ritis ratio was obtained before surgery; (4) evaluated the prognostic value of preoperative De Ritis ratio, (5) reported available data for analyses, for example: overall survival (OS), cancer-specific survival (CSS), recurrence-free survival (RFS), progression-free survival (PFS) or metastasis-free survival (MFS). The following studies were excluded: (1) non-English language; (2) patients did not undergo surgery; (3) did not involve the De Ritis ratio, (4) no available data for analyses. We did not include conference abstracts owing to incomplete information. Regarding duplicated records, we only included the most recent and informative study.

Data extraction and quality assessment

Two reviewers extracted items from all eligible studies independently, which are as follows: the name of the first author and published year, enrollment data and location, study type, diseases, intervention, number of patients, age, the cutoff value of the De Ritis ratio, the duration of follow-up. Concerning the clinical outcome such as OS, CSS, RFS, and PFS, we extracted hazard ratio (HR) and 95% confidence interval (CI) from the studies. If the HRs and 95% CI were not revealed, we could calculate the HR and 95% CI based on the method by Tierney [17]. We used the Newcastle–Ottawa Quality Assessment Scale (NOS) to evaluate the quality of the observational studies. And studies with a score of no less than 7 were considered as good quality.

Statistical analysis

We conducted all statistical analyses by using STATA version 12 (StataCorp, College Station, TX, USA). As for the clinical outcome, we pooled the HRs and 95% CI. And we used Q and I2 statistics to evaluate the heterogeneity among studies. A random-effect model was used when we observed the significant heterogeneity (P < 0.10 or I2 > 50%); otherwise, a fixed-effect model was used [18]. We also carried out subgroup analyses based on available data. In addition, we performed sensitivity analyses to test the robustness of the final results. In terms of the publication bias, we used Egger’s test and Begg’s test. A two-sided P-value < 0.05 was considered as a statistical difference.

Results

Study search

The study search strategy yield 304 studies, 5 of which were duplicated records. After screening titles and abstracts of the remaining 299 studies, 20 studies were reviewed comprehensively. Finally, a total of 8 studies incorporating 3949 patients were included in the quantitative synthesis [15, 16, 19–24]. The flow diagram of the study search and selection is presented in Fig. 1.
Fig. 1

Flow chart of study selection

Flow chart of study selection

Characteristics of included studies

Of the enrolled 8 studies, all are published in recent 3 years and are retrospective. Five studies involved the patients with UTUC and underwent RUN [15, 16, 20], 3 studies involved patients with BC and treated by RC [19, 21, 22]. The median ages of patients were similar, ranging from 61 to 69. All studies defined the De Ritis ratio as a dichotomous variable, which was measured before surgery. Most studies had a relatively long follow-up, and median follow-up ranged from 33.3 months to 84 months, while one study did not report the duration of the follow-up [22]. Seven studies observed the OS and CSS, 3 studies revealed the clinical outcome of RFS and PFS, and only one study involves the MFS. Detailed characteristics of the included studies were shown in Table 1. All studies included in our meta-analysis were considered as high quality (Table 1).
Table 1

Clinical characteristics of enrolled studies

Study/published yearEnrollment date/locationStudy typeTumorTreatmentNumber of patientsAge (years)Cut off of AST/ALTOutcomesFollow-up (months)NOS
Yuk 2019 [19]1991 and 2015/South KoreaRetrospectiveNon-metastatic urothelial BCRC771Mean ± SD 64.8 ± 10.21.1OS CSS RFSMedian (IQR) 84 (36–275)8
Li 2019 [20]March 1999 and January 2015/ChinaRetrospectiveLocalized UTUCRNU885Mean ± SD 66.98 ± 10.551.23OS CSS PFSMedian (IQR) 61.0(38–102)8
Ha 2019 [21]August 2008 and May 2013/South KoreaRetrospectiveNon-metastatic urothelial BCRC118Median (IQR) 69 (60–74)1.3OS CSS MFSMedian 34.17
Nishikawa 2018 [15]2005 and 2015/JapanRetrospectiveLocalized UTUCRUN135Median (Range) 69 (52–86)1.3RFSMedian 36.18
Gorgel 2017 [22]February 2006 and December 2016/TurkeyRetrospectiveNon-metastatic urothelial BCRC149Mean (SD) 61.65 ± 9.131.3OS CSSNA7
Cho 2017 [24]2004 and 2015/South KoreaRetrospectiveNon-metastatic UTUCRUN1049Median (IQR) 68.5 (60.5–74.3)1.6OS CSS RFSMedian (IQR) 40 (18.4–64.8)7
Lee 2017[16]September 1994 and December 2013/South KoreaRetrospectiveNon-metastatic UTUCRUN583Median (IQR) 65 (56–72)1.5OS CSS PFSMean (IQR) 35.0 (16–66)8
Gao 2017 [23]March 2005 and August 2015/ChinaRetrospectiveNon-metastatic UTUCRUN259Mean (SD) 67.53 ± 10.431.3OS CSS PFSMedian (Range) 33.3 (15.5–64.2)7

UTUC upper tract urothelial carcinoma, BC bladder cancer, RUN radical nephroureterectomy, RC radical cystectomy, IQR interquartile range, SD standard derivation, OS overall survival, CSS cancer-specific survival, PFS progression-free SURVIVAL, RFS recurrence-free survival, MFS metastasis-free survival, NA not available, NOS newcastle-ottawa quality assessment scale

Clinical characteristics of enrolled studies UTUC upper tract urothelial carcinoma, BC bladder cancer, RUN radical nephroureterectomy, RC radical cystectomy, IQR interquartile range, SD standard derivation, OS overall survival, CSS cancer-specific survival, PFS progression-free SURVIVAL, RFS recurrence-free survival, MFS metastasis-free survival, NA not available, NOS newcastle-ottawa quality assessment scale

Overall survival

Regarding 7 studies including 3814 patients, the pooled results demonstrated that elevated De Ritis ratio was significantly associated with worse OS, the pooled HR was 1.97 (95% CI 1.70–2.28; P < 0.001). We did not detect significant heterogeneity among studies (I2 = 0.0%, P = 0.563, Fig. 2a).
Fig. 2

a The association between preoperative De Ritis ratio and OS in patients with UC. b The association between preoperative De Ritis ratio and CSS in patients with UC. c The association between preoperative De Ritis ratio and PFS in patients with UC. d The association between preoperative De Ritis ratio and RFS in patients with UC

a The association between preoperative De Ritis ratio and OS in patients with UC. b The association between preoperative De Ritis ratio and CSS in patients with UC. c The association between preoperative De Ritis ratio and PFS in patients with UC. d The association between preoperative De Ritis ratio and RFS in patients with UC

Cancer-specific survival

As shown in Fig. 3, we demonstrated that the patients with elevated preoperative De Ritis ratio had an inferior CSS. The pooled HR was 2.40 (95% CI 2.02–2.86; P < 0.001). No evidence of heterogeneity was revealed (I2 = 23.7%, P = 0.248, Fig. 2b).
Fig. 3

Sensitivity analyses for a OS. b CSS

Sensitivity analyses for a OS. b CSS

Progression-free survival and recurrence-free survival and metastasis-free survival

In terms of 2 studies incorporating 1727 patients and 1955 patients, we found that the patients with a higher De Ritis ratio had a significantly increased risk of progression and recurrence compared with those with lower De Ritis ratio. The pooled HRs for PFS and RFS were 2.07 (95% CI 1.68–2.56; P < 0.001; Fig. 2c) and 1.31 (95% CI 1.11–1.54; P = 0.001; Fig. 2d), respectively. There was also no heterogeneity among studies. Only one study reported the MFS and higher De Ritis ratio was associated with an increased risk of metastasis (HR = 2.39; 95% CI 1.16–4.91; P = 0.018).

Publication bias and sensitivity analysis

Because of the small number of included studies, we only performed publication bias and sensitivity analysis for OS and CSS. We carried out sensitivity analyses by removing each study sequentially. After removing each study sequentially, we did not observe a relative change, which showed the stability of our results (Fig. 3). Regarding publication bias, we did not detect significant publication bias of OS and CSS according to the Begg’s test (OS: P = 0.230; CSS: P = 0.230) and Egger’s test (OS: P = 0.059; CSS: P = 0.106).

Subgroup analyses

Due to the small number of enrolled studies, we only performed subgroup analyses for OS and CSS and stratified by, the number of patients, cutoff value and diseases. For the studies that included ≤ 500 patients, the elevated De Ritis ratio was significant associated with worse OS (HR = 2.30; 95% CI 1.66–3.20; P < 0.001) and CSS (HR = 2.73; 95% CI 1.82–4.10; P < 0.001). And in the > 500 patients subgroup, higher De Ritis was also considered as an unfavorable factor for OS (HR = 1.90; 95% CI 1.61–2.23; P < 0.001) and CSS (HR = 2.34; 95% CI 1.93–2.83; P < 0.001). In cutoff value of ≤ 1.3 subgroup, the patients with elevated De Ritis ratio has a worse OS (HR = 1.88; 95% CI 1.57–2.26; P < 0.001) and CSS (HR = 2.30; 95% CI 1.84–2.88; P < 0.001). Similarly, in the cutoff value of > 1.3 subgroup, higher De Ritis ratio was associated with worse OS (HR = 2.13; 95% CI 1.67–2.71; P < 0.001) and CSS (HR = 2.57; 95% CI 1.95–3.39; P < 0.001). Furthermore, stratified by diseases, elevated De Ritis ratio could serve as an unfavorable factor for OS (HR = 2.08; 95% CI 1.73–2.51; P < 0.001) and CSS (HR = 2.59; 95% CI 2.08–3.21; P < 0.001) in the patients with UTUC. In addition, in the subgroup of BC, the elevated De Ritis ratio was significantly associated with inferior OS (HR = 1.80; 95% CI 1.43–2.27; P < 0.001) and CSS (HR = 2.71; 95% CI 1.38–5.31; P = 0.004). The detailed information was summarized in Table 2.
Table 2

Subgroup analyses of OS and CSS

OutcomeVariableNumber of studiesModelHR (95% CI)I2 (%)P value of heterogeneity
OSAll7Fixed1.97 (1.70–2.28)0.00.563
No. of patients≤ 5003Fixed2.30 (1.66–3.20)0.00.670
> 5004Fixed1.90 (1.61–2.23)0.00.396
Cutoff≤ 1.35Fixed1.88 (1.57–2.26)4.40.382
> 1.32Fixed2.13 (1.67–2.71)0.00.850
DiseaseBC3Fixed1.80 (1.43–2.27)47.30.150
UTUC4Fixed2.08 (1.73–2.51)0.00.988
CSSAll4Fixed2.61 (2.06–3.31)5.10.367
No. of patients≤ 5003Fixed2.73 (1.82–4.10)35.90.210
> 5004Fixed2.34 (1.93–2.83)30.00.232
Cutoff≤ 1.35Fixed2.30 (1.84–2.88)46.50.113
> 1.32Fixed2.57 (1.95–3.39)0.00.956
DiseaseBC3Random2.71 (1.38–5.31)65.20.056
UTUC3Fixed2.59 (2.08–3.21)0.00.839

OS overall survival, CSS cancer-specific survival, BC bladder cancer, UTUC upper tract urothelial carcinoma

– Not available

Subgroup analyses of OS and CSS OS overall survival, CSS cancer-specific survival, BC bladder cancer, UTUC upper tract urothelial carcinoma – Not available

Discussion

Despite the development of surgical techniques and adjuvant therapies, the prognosis of patients with UC did not improve a lot. Several prognostic factors were proposed in recent years, including lymphovascular invasion, tumor necrosis, Eastern Cooperative Oncology Group Performance Status (ECOG-PS), systemic inflammation and others [2, 4, 6–8]. In this study, we evaluated the prognostic value of De Ritis ratio in patients with surgically treated UC. We demonstrated that a higher preoperative De Ritis ratio is associated with inferior OS, CSS, PFS, and RFS. When stratified by diseases, the elevated preoperative De Ritis ratio was also an unfavorable factor in patients with either BC or UTUC. Regarding the difference of cutoff values, we divided studies into ≤ 1.3 and > 1.3 groups and found that elevated De Ritis ratio is correlated to poor OS and CSS. In addition, we conducted sensitivity analyses and did not observe a relatively big change. There was also no evidence for publication bias, reflecting the robustness of our results. So far, several studies have shown the prognostic value of aminotransaminases in patients with malignancies irrespective of the presence of liver-specific disease [12–14, 25, 26]. For example, Stocken et al. found that AST was associated with overall survival in patients with pancreatic cancer [13]. Generally, AST is widely expressed in various tissues such as the brain, muscle, kidney, but ALT is regarded as more liver-specific or enriched [11]. Pathological processes were shown to bring about tissue damage and higher proliferative status, and high tumor cell turnover tends to increase AST rather than ALT, making the De Ritis ratio an attractive potential biomarker [27]. De Ritis ratio, the ratio of the serum activities of AST to ALT, was firstly described by De Ritis [10]. The De Ritis ratio was mostly used as a predictor of several chronic liver diseases in previous studies [11]. Currently, several studies have demonstrated that the De Ritis ratio could serve as a prognostic factor in patients with several cancers. For instance, Bezan et al. enrolled 698 patients with nonmetastatic renal cell carcinoma and found that increased (≥ 1.26) preoperative AST/ALT ratio was an independent prognostic factor for metastasis-free survival (HR 1.61, 95% CI 1.25–2.07, P < 0.001) and OS (HR 1.76, 95% CI 1.34–2.32, P < 0.001). Furthermore, Lee et al. revealed that elevated AST/ALT ratio was an unfavorable factor for OS, CSS, and PFS in patients surgically treated for localized clear-cell RCC [28]. We summarized all available studies and also found that elevated De Ritis ratio is associated with poor prognosis in patients after surgery for urothelial carcinoma. The association between the De Ritis ratio and histological tumor necrosis, pathological T stage strength this finding. Currently, tumor metabolism has gained attention concerning the carcinogenesis of malignancies. The Warburg effect is the well-known cancer metabolism, describing the abnormal anaerobic glycolysis in cancer cells for producing adenosine triphosphate (ATP) regardless of the availability of the oxygen [29]. Increased glycolysis is shown to be associated with mitochondrial dysfunction linked to nicotinamide adenine dinucleotide (NAD)-related enzymes and glucose transporters [30]. Furthermore, AST is a component of a malate-aspartate shuttle pathway that allows NADH/NAD+ conversion [31]. Therefore, the De Ritis ratio might be related to tumor metabolism in many glucose-using cancers. Reportedly, urothelial carcinoma was associated with glucose metabolism [32]. Whyard et al. researched the uptake of fluorescent glucose by bladder cancer cells using fluorescence microscopy and observed significant differences in glucose consumption between normal urothelium and malignant urothelial cells [33]. Based on these findings and our study, it is highly likely that the De Ritis ratio is associated with the prognosis of patients with urothelial carcinoma. But the detailed interaction between the De Ritis ratio and poor prognosis of patients with urothelial carcinoma remains to be explored. The De Ritis ratio has important implications for clinical practice. The patients with a higher De Ritis ratio had an inferior survival. It may serve as a potential selection criterion for risk factor stratified management of urothelial carcinoma and adjuvant therapies. Besides, close postoperative follow-up should be emphasized for these patients. The AST/ALT ratio is easily accessible and relatively inexpensive because AST and ALT are the most commonly used serum biomarkers in our daily clinical practice. Despite our novel findings, the present study has some limitations. Firstly, a total of 8 studies incorporating 3949 patients was included in the quantitative synthesis, which is a relatively small number and may limit the power of the final results. So more studies are needed to validate our findings. Secondly, all studies are retrospective, which may increase the risk of bias because of the retrospective data analysis. Thirdly, although included studies tried to exclude all patients with acute or chronic liver disease, they may not eliminate the undetected diseases that confounded results. As results, the De Ritis ratio must be validated in large, independent cohorts before it can be applied widely.

Conclusion

The preoperative De Ritis ratio is an unfavorable factor for patients with urothelial carcinoma. When stratified by diseases, in patients with BC and UTUC, the De Ritis ratio is also associated with poor prognosis. However, the De Ritis ratio must be validated in large, independent cohorts before it can be applied widely.
  32 in total

1.  An enzymic test for the diagnosis of viral hepatitis; the transaminase serum activities.

Authors:  F DE RITIS; M COLTORTI; G GIUSTI
Journal:  Clin Chim Acta       Date:  1957-02       Impact factor: 3.786

2.  The Preoperative AST/ALT (De Ritis) Ratio Represents a Poor Prognostic Factor in a Cohort of Patients with Nonmetastatic Renal Cell Carcinoma.

Authors:  Angelika Bezan; Edvin Mrsic; Daniel Krieger; Tatjana Stojakovic; Karl Pummer; Richard Zigeuner; Georg C Hutterer; Martin Pichler
Journal:  J Urol       Date:  2015-01-23       Impact factor: 7.450

3.  The De Ritis (aspartate transaminase/alanine transaminase) ratio as a predictor of oncological outcomes in patients after surgery for upper urinary tract urothelial carcinoma.

Authors:  Yang Hyun Cho; Jun Eul Hwang; Ho Seok Chung; Myung Soo Kim; Eu Chang Hwang; Seung Il Jung; Taek Won Kang; Dong Deuk Kwon; Seock Hwan Choi; Hyun Tae Kim; Tae-Hwan Kim; Tae Gyun Kwon; Joon Hwa Noh; Myung Ki Kim; Chul-Sung Kim; Sung Gu Kang; Seok Ho Kang; Jun Cheon; Chan Ho Lee; Ja Yoon Ku; Hong Koo Ha; Bum Sik Tae; Chang Wook Jeong; Ja Hyeon Ku; Cheol Kwak; Hyeon Hoe Kim
Journal:  Int Urol Nephrol       Date:  2017-05-08       Impact factor: 2.370

4.  De Ritis Ratio (AST/ALT) as a Significant Prognostic Factor in Patients With Upper Tract Urothelial Cancer Treated With Surgery.

Authors:  Hakmin Lee; Young Hyo Choi; Hyun Hwan Sung; Deok Hyun Han; Hwang Gyun Jeon; Byong Chang Jeong; Seong Il Seo; Seong Soo Jeon; Hyun Moo Lee; Han Yong Choi
Journal:  Clin Genitourin Cancer       Date:  2016-09-07       Impact factor: 2.872

Review 5.  The current state of serum biomarkers of hepatotoxicity.

Authors:  Josef Ozer; Marcia Ratner; Martin Shaw; Wendy Bailey; Shelli Schomaker
Journal:  Toxicology       Date:  2007-12-05       Impact factor: 4.221

6.  Outcomes of radical nephroureterectomy: a series from the Upper Tract Urothelial Carcinoma Collaboration.

Authors:  Vitaly Margulis; Shahrokh F Shariat; Surena F Matin; Ashish M Kamat; Richard Zigeuner; Eiji Kikuchi; Yair Lotan; Alon Weizer; Jay D Raman; Christopher G Wood
Journal:  Cancer       Date:  2009-03-15       Impact factor: 6.860

Review 7.  Understanding the Warburg effect: the metabolic requirements of cell proliferation.

Authors:  Matthew G Vander Heiden; Lewis C Cantley; Craig B Thompson
Journal:  Science       Date:  2009-05-22       Impact factor: 47.728

8.  Transaminase Activity Predicts Survival in Patients with Head and Neck Cancer.

Authors:  Yukinori Takenaka; Norihiko Takemoto; Toshimichi Yasui; Yoshifumi Yamamoto; Atsuhiko Uno; Haruka Miyabe; Naoki Ashida; Kotaro Shimizu; Susumu Nakahara; Atshushi Hanamoto; Takahito Fukusumi; Takahiro Michiba; Hironori Cho; Masashi Yamamoto; Hidenori Inohara
Journal:  PLoS One       Date:  2016-10-12       Impact factor: 3.240

9.  Association between De Ritis ratio (aspartate aminotransferase/alanine aminotransferase) and oncological outcomes in bladder cancer patients after radical cystectomy.

Authors:  Yun-Sok Ha; Sang Won Kim; So Young Chun; Jae-Wook Chung; Seock Hwan Choi; Jun Nyung Lee; Bum Soo Kim; Hyun Tae Kim; Eun Sang Yoo; Tae Gyun Kwon; Won Tae Kim; Wun-Jae Kim; Tae-Hwan Kim
Journal:  BMC Urol       Date:  2019-01-24       Impact factor: 2.264

10.  De Ritis Ratio (Aspartate Transaminase/Alanine Transaminase) as a Significant Prognostic Factor in Patients Undergoing Radical Cystectomy with Bladder Urothelial Carcinoma: A Propensity Score-Matched Study.

Authors:  Hyeong Dong Yuk; Chang Wook Jeong; Cheol Kwak; Hyeon Hoe Kim; Ja Hyeon Ku
Journal:  Dis Markers       Date:  2019-08-27       Impact factor: 3.434

View more
  3 in total

1.  Elevated AST/ALT ratio is associated with all-cause mortality in patients with stable coronary artery disease: a secondary analysis based on a retrospective cohort study.

Authors:  Xiaobo Liu; Peng Liu
Journal:  Sci Rep       Date:  2022-06-02       Impact factor: 4.996

2.  The Prognostic Value of the De Ritis Ratio for Progression-Free Survival in Patients with NET Undergoing [177Lu]Lu-DOTATOC-PRRT: A Retrospective Analysis.

Authors:  Tristan Ruhwedel; Julian M M Rogasch; Kai Huang; Henning Jann; Imke Schatka; Christian Furth; Holger Amthauer; Christoph Wetz
Journal:  Cancers (Basel)       Date:  2021-02-05       Impact factor: 6.639

Review 3.  Clinlabomics: leveraging clinical laboratory data by data mining strategies.

Authors:  Xiaoxia Wen; Ping Leng; Jiasi Wang; Guishu Yang; Ruiling Zu; Xiaojiong Jia; Kaijiong Zhang; Birga Anteneh Mengesha; Jian Huang; Dongsheng Wang; Huaichao Luo
Journal:  BMC Bioinformatics       Date:  2022-09-24       Impact factor: 3.307

  3 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.