Meta-Analysis Open Access
Copyright ©The Author(s) 2022. Published by Baishideng Publishing Group Inc. All rights reserved.
World J Clin Cases. Mar 6, 2022; 10(7): 2184-2193
Published online Mar 6, 2022. doi: 10.12998/wjcc.v10.i7.2184
Prognostic value of YKL-40 in colorectal carcinoma patients: A meta-analysis
Jian Wang, Yu-Bing Zhu, Lei Ding, Colorectal Cancer Center, Beijing Shijitan Hospital, Capital Medical University, Beijing 100038, China
Shi Qi, Department of Oncology, Beijing Shijitan Hospital, Capital Medical University, Beijing 100038, China
ORCID number: Jian Wang (0000-0002-4852-9822); Shi Qi (0000-0003-1994-8574); Yu-Bing Zhu (0000-0001-5868-3279); Lei Ding (0000-0001-7350-8508).
Author contributions: Ding L made the substantial contributions to the conception and design of the work; Wang J and Qi S searched, selected materials and extracted data, wrote this manuscript; Zhu YB revised the paper carefully and also contributed to the statistical analysis; Wang J and Qi S contributed equally to this work; all authors have read and approved the final manuscript.
Conflict-of-interest statement: The authors declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.
PRISMA 2009 Checklist statement: This systematic review and meta-analysis were conducted according to the Preferred reporting items for systematic reviews and meta-analyses guidelines[29].
Open-Access: This article is an open-access article that was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution NonCommercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: http://creativecommons.org/Licenses/by-nc/4.0/
Corresponding author: Lei Ding, MD, Professor, Colorectal Cancer Center, Beijing Shijitan Hospital, Capital Medical University, No. 10 Tieyi Road, Haidian District, Beijing 100038, China. dinglei1005@126.com
Received: October 5, 2021
Peer-review started: October 5, 2021
First decision: October 22, 2021
Revised: October 25, 2021
Accepted: January 25, 2022
Article in press: January 25, 2022
Published online: March 6, 2022

Abstract
BACKGROUND

In recent years, the predictive role of YKL-40 for long-term survival in colorectal cancer patients has been gradually investigated. However, whether it is a reliable and valuable prognostic indicator for patients with colorectal carcinoma has not been verified.

AIM

To identify the prognostic value of serum/plasma concentration of YKL-40 or expression status of YKL-40 in tumor cells in colorectal carcinoma patients.

METHODS

Several electronic databases including the PubMed, EMBASE, Web of Science, CNKI, VIP and WanFang were searched for relevant studies. The hazard ratios (HR) and 95% confidence intervals (CI) were combined and the primary and secondary outcomes were overall survival (OS) and progression-free survival (PFS), respectively. All statistical analysis were conducted by STATA 15.0 software.

RESULTS

A total of nine studies involving 2545 patients were included. The pooled results indicated that YKL-40 was significantly associated with poor OS (HR = 1.80, 95%CI: 1.32-2.45, P < 0.001) and PFS (HR = 1.62, 95%CI: 1.22-2.16, P = 0.001). Subgroup analysis stratified by the treatment, tumor type and source of YKL-40 showed similar results.

CONCLUSION

Elevated serum/plasma concentration of YKL-40 or positive expression in tumor cells was related with worse prognosis of colorectal carcinoma patients. YKL-40 might serve as a novel and reliable indicator for the evaluation of prognosis in colorectal cancer.

Key Words: YKL-40, Colorectal carcinoma, Prognosis, Meta-analysis

Core Tip: Our study demonstrated that YKL-40 was significantly associated with poor OS (P < 0.001) and PFS (P = 0.001). Subgroup analysis stratified by the treatment, tumor type and source of YKL-40 showed similar results. Elevated serum/plasma concentration of YKL-40 or positive expression in tumor cells was related with worse prognosis of colorectal carcinoma patients. YKL-40 might serve as a novel and reliable indicator for the evaluation of prognosis in colorectal cancer.
INTRODUCTION

Colorectal carcinoma is one of the most common cancers worldwide, although a slow decline of the overall risk of colorectal cancer is observed in recent years, especially in elderly population[1-3]. Despite of the great advances in the surgical, neoadjuvant and adjuvant treatments, colorectal cancer patients still suffer from poor prognosis[4]. Moreover, most of colorectal cancer patients received surgical treatment, even those with distant metastasis, but 30%-50% of stage II-III patients and 50% with stage IV patients who receive the surgery will develop a recurrence[5-7].

Up to now, the main predictor of prognosis is still the disease stage at the time of diagnosis. Unfortunately, patients in the same stage of tumor progression might undergo a different course of disease. Thus, it is still an urgent issue to identify more biomarkers to predict posttreatment survival accurately and contribute to the formulation of appropriate treatment strategies, which is crucial to reduce the mortality of colorectal carcinoma patients.

In recent years, a number of studies have indicated that Chitinase-3-like protein 1, also known YKL-40, might be a potential candidate biomarker and therapeutic target in cancers[8-10]. It has been reported that YKL-40 is a highly conserved glycoprotein binding to heparin that is produced by immune cells such as the macrophages, neutrophils, as well as the tumor cells and tumor-associated macrophages[8]. According to previous literatures, the encoding gene of YKL-40 is located on the chromosome 1q32.1 and its increasing expression is usually observed in normal cells with high proliferation, differentiation ability and cellular activity[9,10]. Besides, the overexpression of YKL-40 gene has been reported in several cancers such as the glioblastoma, melanoma, small cell lung cancer and colorectal carcinoma[11,12]. High tissue expression of YKL-40 protein detected by the immunohistochemistry in the glioblastoma is related with poor differentiation, advanced disease stage, poorer radiation response and also worse prognosis[13]. Furthermore, it is also reported that the serum concentration of YKL-40 is elevated in several tumors such as the breast cancer, melanoma, ovarian cancer and renal cell cancer and associated with poor response to therapies, advanced disease stage and poor survival[14-17]. Several investigators explored the clinical role of YKL-40 in colorectal carcinoma patients, especially its prognostic value[18-28]. However, inconsistent results have been reported in their studies.

Thus, the aim of the current meta-analysis was to identify the prognostic value of YKL-40 in colorectal carcinoma, which might help with evaluation of prognosis and formulation of treatment strategy for colorectal cancer patients.

MATERIALS AND METHODS

This systematic review and meta-analysis were conducted according to the Preferred reporting items for systematic reviews and meta-analyses guidelines[29].

Literature search

The PubMed, EMBASE, Web of Science, CNKI, VIP and WanFang databases were searched up to September 27, 2021. The following key words were used: YKL-40, colon, rectum, rectal, colorectal, tumor, cancer, carcinoma, neoplasm, prognosis, survival and prognostic. Meanwhile, the references of included studies were also assessed for availability.

Inclusion and exclusion criteria

The following inclusion criteria were applied: (1) Patients were pathologically diagnosed with primary colorectal carcinoma; (2) Patients were divided into two groups (elevated vs normal serum/plasma concentration or positive vs negative expression in tumor cells) and the long-term survival of patients were compared between the two groups; (3) HR with corresponding 95%CI for OS or PFS were provided or could be calculated from the Kaplan-Meier survival curves; and (4) High-quality studies with the (Newcastle-Ottawa scale, NOS) score of 6 or higher[30] .

The following exclusion criteria were applied: (1) Duplicated or overlapped data; and (2) Conference abstracts, case reports, letters or reviews.

Data extraction

The following information were collected from included studies: Author, publication year, sample size, gender, age, country, tumor stage, number of colon carcinoma patients, type of treatment (surgery vs non-surgery) and tumor, threshold of YKL-40 and endpoints with corresponding HR with 95%CI.

Quality assessment

The quality of included studies was evaluated according to the NOS score[30] and only high-quality studies with a NOS score of 6 or higher were included.

The literature retrieval, selection, data extraction and quality assessment were all conducted by two authors independently (Jian Wang and Yu-Bing Zhu) and any differences were resolved by team discussion.

Statistical analysis

All statistical analyses were performed by STATA 15.0 software. The HR with corresponding 95%CI were combined to assess the association between YKL-40 and prognosis of colorectal carcinoma patients. If the HRs with 95%CI were not provided in articles directly, then they would be calculated from the Kaplan-Meier survival curves[31]. The heterogeneity among included studies was evaluated by I2 statistics and Q test. When obvious heterogeneity was observed presenting as the I2 > 50% or (and) P < 0.1, the random effect model was used; otherwise, the fix effect model was used[32]. The sensitivity analysis and subgroup analysis based on the treatment (surgery vs no-surgery), tumor type (colorectal carcinoma vs rectal carcinoma vs colon carcinoma) and source of YKL-40 (serum/plasma vs tissue) were performed to detect the source of heterogeneity and evaluated the stability of pooled results. Besides, the Begg’s funnel plot and Egger’s test were conducted to detect publication bias[33]. Significant publication bias was defined as P < 0.05.

RESULTS
Literature retrieval process

Initially, 159 records from the six electronic databases were identified and then 42 duplicated records were removed. Eight-six irrelevant publications and 14 unavailable records were excluded after reading the titles and abstracts. Then eight studies were excluded because of the insufficient data (n = 6) or overlapping data (n = 2) and nine studies were included into this meta-analysis finally[20-28] (Figure 1).

Figure 1
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Figure 1 The flow diagram of this meta-analysis. 1PubMed (n = 28), EMBASE (n = 48), Web of Science (n = 48), CNKI (n = 35), VIP (n = 0), and WanFang (n = 0).
Basic characteristics of included studies

All included studies were retrospective and a total of 2545 patients were enrolled. Among these 2545 patients, 1480 patients were male. Most of them were from Eastern countries, applied the tumor-node-metastasis (TNM) stage system for tumor staging evaluation, focused on the colorectal carcinoma and detected the serum/plasma concentration of YKL-40. Besides, except for the study conducted by Tarpgaard et al[27], all the other studies only enrolled operated patients. The detailed information was presented in the Table 1.

Table 1 Basic characteristics of included studies.
Ref.
Sample size
Gender (male)
Age (median, range), years
Country
Stage
Number of colon carcinoma
Treatment
Tumor type
Threshold
Endpoints
NOS
Cintin et al[20], 199960335569 (33-91)DenmarkDuke A-D355SurgeryCRC247 ug/L (upper 95th percentile)OS7
Cintin et al[21], 2002 32419268 (37-90)DenmarkDuke A-D197SurgeryCRC247 ug/L (upper 95th percentile)OS, PFS7
Liu et al[24], 2014864860 (38-76)ChinaTNMI I-IV34SurgeryCRC216 ng/mL (median)PFS6
Tarpgaard et al[27], 2014510301NRDenmarkTNM IV302Non-surgeryCRC155 ug/L (upper 95th percentile)OS, PFS7
Fuksiewicz et al[22], 2018835965 (25-82)PolandTNM I-IIINRSurgeryRC44.6 pg/mL (upper 95th percentile)OS, PFS6
Hermunen et al[23], 20201477560 (31-76)FinlandTNM II-IV87SurgeryCRC70.7 ng/mL (maximum Youden’s index)OS, PFS7
Peltonen et al[26], 202044126064.9 (33-84)DenmarkTNM IV258Surgery (liver resection)CRC34.8 ng/mL (upper 95th percentile)OS, PFS
Oh et al[25], 2021265134NRKoreaTNM I-IVNRSurgeryCRCPositive in tumor cellsOS, PFS7
Yang et al[28], 2021865660.12 ± 7.32 (mean ± SD)ChinaTNMI I-IV86SurgeryCCPositive in tumor cellsOS7
TNM: Tumor-node-metastasis; CRC: Colorectal cancer; RC: Rectal cancer; CC: Colon cancer; OS: Overall survival; PFS: Progression-free survival; NOS: Newcastle-Ottawa scale; NR: Not reported.
Association between YKL-40 and OS of colorectal carcinoma patients

Eight studies involving 2459 patients investigated the predictive role of YKL-40 for OS of colorectal cancer patients[20-23,25-28]. The pooled results demonstrated that YKL-40 was significantly associated with OS of colorectal carcinoma patients (HR = 1.80, 95%CI: 1.32-2.45, P < 0.001; I2% = 90.3%, P < 0.001) (Figure 2). Furthermore, subgroup analysis stratified by the treatment (surgery vs non-surgery), tumor type (colorectal carcinoma vs rectal carcinoma vs colon carcinoma) and source of YKL-40 (serum/plasma vs tissue) were performed. The subgroup analysis showed similar results, except for the unsignificant relationship of YKL-40 with OS in rectal carcinoma patients (HR = 0.69, 95%CI: 0.04-11.5, P = 0.796) (Table 2).

Figure 2
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Figure 2  The association between YKL-40 and overall survival.
Table 2 Results of meta-analysis.
No. of studies
HR
95%CI
P value
I2 (%)
P value
Overall survival81.801.32-2.45< 0.00190.3< 0.001
Treatment
Surgery71.991.27-3.120.00390.8< 0.001
Non-surgery11.171.05-1.300.004--
Tumor type
Colorectal carcinoma61.831.30-2.56< 0.00192.9< 0.001
Rectal carcinoma10.690.04-11.450.796--
Colon carcinoma11.811.13-2.900.013--
Source of YKL-40
Serum61.831.26-2.660.00192.7< 0.001
Tissue21.741.28-2.36< 0.0010.00.816
Progression-free survival71.621.22-2.160.00188.3< 0.001
Treatment
Surgery61.931.21-3.08.00587.8< 0.001
Non-surgery11.000.91-1.091.000--
Tumor type
Colorectal carcinoma61.641.22-2.200.00190.2< 0.001
Rectal carcinoma11.320.39-4.460.655--
Source of YKL-40
Serum61.541.15-2.070.00488.0< 0.001
Tissue12.001.36-2.94< 0.001--
HR: Hazard ratio; CI: Confidence interval.
Association between YKL-40 and PFS of colorectal carcinoma patients

Seven relevant studies involving 1856 participants explored the predictive role of YKL-40 for PFS[21-27]. The pooled results also manifested significant association between YKL-40 and PFS of colorectal carcinoma patients (HR = 1.62, 95%CI: 1.21-2.16, P = 0.001; I2% = 88.3%, P < 0.001) (Figure 3). Then, subgroup analysis based on the treatment (surgery vs non-surgery), tumor type (colorectal carcinoma vs rectal carcinoma) and source of YKL-40 (serum/plasma vs tissue) were further conducted. No significant association of YKL-40 with PFS in patients who did not receive surgery (HR = 1.00, 95%CI: 0.91-1.09, P = 1.00) or with rectal cancer (HR = 1.32, 95%CI: 0.39-4.46, P = 0.655) (Table 2).

Figure 3
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Figure 3  The association between YKL-40 and progression-free survival.

In overall, YKL-40 was supposed to be an important prognostic indicator in colorectal carcinoma patients based on above results.

Sensitivity analysis and publication bias

The sensitivity analysis and publication bias analysis for OS were further conducted to assess the stability and reliability of the pooled results. The sensitivity analysis showed that the results of this meta-analysis was stable and none of included studies had a significant impact on the results (Figure 4). Begg’s funnel plot was basically symmetrical (Figure 5) and the P value of Egger’s test was 0.109, which indicated that no potentially unpublished articles existed.

Figure 4
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Figure 4  Sensitivity analysis about the association between YKL-40 and overall survival.
Figure 5
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Figure 5  Begg’s funnel plot.
DISCUSSION

The current meta-analysis demonstrated that YKL-40 was a relatively reliable and valuable prognostic indicator for colorectal carcinoma patients after including nine relevant studies. However, whether the YKL-40 shows high prognostic value in all groups of colorectal carcinoma patients is still needed to be further verified.

Actually, the specific mechanisms by which YKL-40 affects the disease progression, therapeutic effect and long-term survival are still not very clear now. The study conducted by Faibish et al[34] manifested that YKL-40 could affect the invasion of tumor cells through the regulation of matrixmetallo proteinase-2 (MMP-2) expression, adhesion to extracellular matrix (ECM), cytoskeleton rearrangement and contractility. Besides, Jeet et al[35] demonstrated that the knockdown of YK-40 gene in the bone metastatic C4-2B cells could decrease the ability of migration and invasion. Furthermore, YKL-40 could also promote the chemotaxis of macrophages and angiogenesis accompanied by increased IL-8 and monocytechemoattractantprotein-1 secretion through the mitogen-activated protein kinase signaling pathway[36].

Bian et al[37] performed a meta-analysis by including 41 publications involving a total of 7762 patients with solid cancers and demonstrated that elevated serum/plasma YKL-40 was significantly associated with worse OS (HR = 1.44, 95%CI: 1.33-1.56). Actually, in addition to the predictive role for prognosis, YKL-4 might also play an important role in the diagnosis of colorectal cancer. Fuksiewicz et al[22] indicated that YKL-40 Levels were more valuable in diagnosing rectal cancer [area under the Receiver Operating Characteristic (ROC) curve: 769] than CEA (area under the ROC curve: 0.728) in early stage patients. Besides, YKL-40 showed a much higher value in predicting the recurrence of Chinese colorectal cancer (area under the ROC curve: 0.907, comparing with the 0.714 of CEA and 0.759 of CA199)[38]. Therefore, more investigation about the diagnostic role of YKL-40 is still valuable.

Although we demonstrated that YKL-40 was predictive for OS and PFS in colorectal carcinoma patients in overall, whether it could be applied as a reliable prognostic indicator in all colorectal cancer patients is still needed to further explored by more high-quality studies. According to the subgroup analysis, YKL-40 was not related with OS (P = 0.796) or PFS (P = 0.655) in rectal cancer patients. However, in the study conducted by Fuksiewicz et al[22], the Kaplan-Meier survival curves showed obvious differences of OS (P = 0.040) and PFS (P = 0.044) between patients with elevated (> 44.6 ng/mL) and normal serum concentration (≤ 44.6 ng/mL)of YKL-40. After calculating the HR with 95%CI according to the survival curves using the method introduced by Tierney et al[31], different results were observed, which might be explained by the bias caused by the statistical method and small sample size. Besides, Tarpgaard et al[27] manifested negative association between plasma YKL-40 and PFS according to the multivariate Cox analysis, but the positive results were observed in the univariate Cox analysis (HR = 1.11, 95%CI: 1.03-1.20, P = 0.006). Thus, based on the original data presented in the articles, we still believe that YKL-40 might show high prognostic value in these subgroups of colorectal cancer patients. However, more prospective studies with high-quality are needed to verify this conjecture.

There are several limitations in the current meta-analysis. First, all included studies are retrospective and the overall sample size is relatively small, which might cause some bias. Second, due to the lack of specific data, we failed to conduct more subgroup analysis based on other important parameters such as the disease stage, age and thresholds of serum/plasma concentration of YKL-40. Third, the comparison of expression status in tissues and serum/plasma levels in predicting long-term survival of colorectal carcinoma patients was not performed.

CONCLUSION

In overall, elevated serum/plasma concentration of YKL-40 or positive expression in tumor cells was related with poor survival of colorectal carcinoma patients. YKL-40 might serve as a novel and reliable indicator for the evaluation of prognosis in colorectal cancer.

ARTICLE HIGHLIGHTS
Research background

The predictive role of YKL-40 for long-term survival in colorectal cancer patients has been gradually investigated in recent years.

Research motivation

Whether it is a reliable and valuable prognostic indicator in patients with colorectal carcinoma has not been certified.

Research objectives

To verify the prognostic value of serum/plasma concentration of YKL-40 or expression status of YKL-40 in tumor cells in colorectal carcinoma.

Research methods

Several electronic databases were searched to identify relevant articles. The hazard ratio with 95% confidence interval was combined to the evaluate the association between YKL-40 and overall survival (OS) and progression-free survival (PFS).

Research results

YKL-40 was significantly associated with poor OS (P < 0.001) and PFS (P = 0.001). Subgroup analysis stratified by the treatment, tumor type and source of YKL-40 showed similar results.

Research conclusions

Elevated serum/plasma concentration of YKL-40 or positive expression in tumor cells was related with worse prognosis of colorectal carcinoma patients.

Research perspectives

YKL-40 might serve as a novel and reliable indicator for the evaluation of prognosis in colorectal cancer.

Footnotes

Provenance and peer review: Unsolicited article; externally peer reviewed.

Peer-review model: Single blind

Specialty type: Oncology

Country/Territory of origin: China

Peer-review report’s scientific quality classification

Grade A (Excellent): 0

Grade B (Very good): 0

Grade C (Good): C, C

Grade D (Fair): 0

Grade E (Poor): 0

P-Reviewer: Leyva-Vazquez M, Moreno-Gómez-Toledano R S-Editor: Liu JH L-Editor: A P-Editor: Liu JH

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