Open Access

Preoperative heat shock protein 47 levels identify colorectal cancer patients with lymph node metastasis and poor prognosis

  • Authors:
    • Koichiro Mori
    • Yuji Toiyama
    • Yoshinaga Okugawa
    • Takashi Ichikawa
    • Yuka Nagano
    • Satoshi Oki
    • Tadanobu Shimura
    • Hiroyuki Fujikawa
    • Junichiro Hiro
    • Minako Kobayash
    • Toshimitsu Araki
    • Yasuhiro Inoue
    • Yasuhiko Mohri
    • Masato Kusunoki
  • View Affiliations

  • Published online on: October 7, 2020     https://doi.org/10.3892/ol.2020.12196
  • Article Number: 333
  • Copyright: © Mori et al. This is an open access article distributed under the terms of Creative Commons Attribution License.

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Abstract

Accumulating evidence suggests that overexpression of heat shock protein 47 (HSP47) increases cancer progression, and that HSP47 level in the tumor‑associated stroma may serve as a diagnostic marker in various cancers. The present study aimed to evaluate whether HSP47 gene expression in colorectal cancer (CRC) tissues could be used to identify lymph node (LN) metastasis status preoperatively in patients with CRC. To do so, HSP47 gene expression was determined and its association with the clinicopathological characteristics of patients with CRC was analyzed. A total of 139 surgical specimens from patients with CRC and 36 patients with benign colonic disease undergoing surgery at Mie University Hospital were analyzed. HSP47 gene expression was determined by reverse transcription quantitative PCR using Power SYBR Green PCR methods. Expression level of HSP47 was significantly higher in CRC tissues compared with normal tissue from patients with benign colonic disease. Furthermore, high HSP47 expression was significantly associated with tumor progression, including high T stage, lymph node metastasis and venous invasion, and high TNM stage. High HSP47 expression may therefore serve as a novel predictive biomarker for determining patients with CRC and LN metastasis. According to Kaplan‑Meier analysis, patients with high HSP47 expression level had significantly poorer overall survival than those with low HSP47 expression level. Furthermore, multivariate analyses identified HSP47 expression as an independent predictive marker for LN metastasis and poor overall survival in patients with CRC. In summary, the present study demonstrated that HSP47 expression may be considered as a novel biomarker for predicting LN metastasis status and prognosis in patients with CRC.

Introduction

Colorectal cancer (CRC) is the third most common non-cutaneous carcinoma and the third leading cause of cancer-associated mortality worldwide (1). The Tumor-Node-Metastasis (TNM) staging system established by the American Joint Committee on Cancer is widely used to predict prognosis and provide the most pertinent and effective treatment strategies in patients with CRC (2). According to the TNM staging system, the presence of positive lymph nodes (LN) determines the need for adjuvant chemotherapy in patients with colon cancer (3) and is associated with increased use of adjuvant radiation and chemotherapy in patients with rectal cancer (4). Although the 5-year-survival rate of patients with CRC and LN metastasis is only 69.2% (5), preoperative diagnosis of LN metastasis absence makes endoscopic mucosal resection or minimum bowel resection some possible options for patients with CRC. The development of tools for the accurate preoperative detection of LN metastasis might therefore serve an important role in optimizing the management of patients with CRC, such as minimizing surgery and evaluating the need for neoadjuvant chemotherapy and/or intensive adjuvant chemotherapy.

Non-invasive imaging modalities, including computed tomography (CT), magnetic resonance imaging (MRI), endorectal ultrasonography (EUS) and positron emission tomography/CT (PET/CT), are currently used for the preoperative diagnosis of LN metastasis in patients with CRC. However, these imaging modalities are unreliable, with relatively poor accuracy (22–73, 39–95, 62–83 and 63% for CT, MRI, EUS and PET/CT, respectively) (6,7).

The identification of predictive biomarkers of LN metastasis in CRC has mainly focused on the determination of the expression of several proteins by immunohistochemistry, of gene expression level (Carcinoembryonic antigen-related cell adhesion molecule 5 or Kallikrein-6 mRNAs and FER1 like member 4 non-coding RNAs) or DNA methylation in colorectal tissues (811). A previous study from our laboratory performed a comprehensive analysis using a proteomics approach and selected candidate proteins that might be used to identify LN metastasis in CRC. The expression level of HSP47 in CRC and the number of HSP47-positive spindle-shaped stroma cells in CRC stroma evaluated by immunohistochemistry were significantly associated with LN metastasis, and the number of HSP47-positive spindle-shaped stroma cells was identified as a novel predictive biomarker for LN metastasis and poor prognosis in patients with CRC (12). However, immunohistochemical analysis depends on tissue processing and staining conditions, properties of the immunohistochemical reagents, including antibodies, and visualization system. In addition, it is difficult to evaluate expression level objectively and/or quantitatively as required for clinical biomarkers. Furthermore, immunohistochemical analysis using formalin-fixed, paraffin-embedded samples from resected CRC tissues cannot be used to identify LN metastasis status preoperatively.

The present study aimed to evaluate whether HSP47 gene expression level could be used in CRC tissues to identify LN metastasis status preoperatively. To do so, HSP47 gene expression level was quantified by reverse transcription quantitative (RT-q)PCR in frozen CRC and control samples from surgical specimens and the association between HSP47 gene expression and clinicopathological characteristics of patients with CRC was analyzed.

Materials and methods

Patients and sample collection

Patients with primary CRC who underwent surgical resection at Mie University Medical Hospital, Japan between January 2000 and January 2005 were enrolled in the present study. Mean age of the patients was 69 years and mean tumor size was 40 mm. Patients with preoperative treatment, incomplete clinical data, inadequate follow-up or inadequate tissue samples were excluded. Patients with inflammatory bowel disease, familial adenomatous polyposis, hereditary non-polyposis colon cancer or other rare and complex types of tumors were also excluded from the present study. All tissue samples were collected from surgically resected specimens and were immediately frozen in liquid nitrogen and kept at −80°C until RNA extraction. A total of 175 surgical samples, comprising 36 normal mucosa samples from patients with benign colonic disease and 139 cancer tissue samples from patients with CRC were analyzed. The clinicopathological characteristics of patients with CRC were based on TNM classification using the American Joint Committee on Cancer (2). This cohort comprised 79 men and 60 women (average age, 67.7 years), of whom 33, 44, 33 and 29 patients had stages I, II, III and IV CRC, respectively. The median follow-up time was 32.9 months (range, 0.4–115 months). The 5-year survival rate was 80.1%. No patient received chemotherapy or radiotherapy before surgery and no perioperative mortality was observed. The research protocol was approved by Mie University Hospital Ethical Review Committee. All participants provided written informed consent and agreed to donate their clinical specimens for research purposes.

RNA extraction and RT-qPCR

Surgical specimens (200 µg) were homogenized using a Mixer Mill MM 300 homogenizer (Qiagen Sciences, Inc.) and total RNA was isolated using the RNeasy Mini Kit (Qiagen, Inc.) according to the manufacturers' instructions. cDNA was synthesized using random hexamers and Superscript III reverse transcriptase (Invitrogen, Carlsbad, CA, USA) according to the manufacturers' protocol.

HSP47 expression level was determined by RT-qPCR using Power SYBR Green PCR Master Mix (Applied Biosystems; Thermo Fisher Scientific, Inc.) and a Step One Plus Real-Time PCR system (Applied Biosystems; Thermo Fisher Scientific, Inc.). The sequences of the primers were as follows: HSP47, forward 5′-ATGCAGAAGAAGGCTGTTGC-3′, reverse 5′-GGCCTTGTTCTTGTCAATGG-3′; and β-actin, forward 5′-ACAGAGCCTCGCCTTTGC-3′ and reverse 5′-GCGGCGATATCATCATCC-3′. The amplification conditions were as follows: 95°C for 10 min, 40 cycles of 95°C for 15 sec, and 60°C for 1 min. After amplification, the products were subjected to an increasing temperature gradient from 60°C to 95°C at a rate of 0.3°C/sec with continuous fluorescence monitoring, to produce a melting curve. The HSP47 expression level in each sample was normalized to β-actin expression level using the 2−ΔΔCt method (13).

Statistical analysis

All statistical analyses were performed using JMP version 10 (SAS Institute, Inc.). The results were expressed as the median values or as the mean ± standard deviation. Comparisons were made using non-parametric Mann-Whitney U-tests for continuous variables. Differences between groups were estimated using Pearson's χ2 or Kruskal-Wallis tests. Dunn's tests were used as a method for multiple comparisons following Kruskal-Wallis test. Receiver operating characteristic (ROC) curves were established to determine cut-off expression values for predicting LN metastasis and prognosis using Youden's index. The Kaplan-Meier method was used to determine the cumulative probability of overall survival (OS) with Stage I–IV and disease-free survival (DFS) with Stage I–III patients with CRC, and differences were evaluated using log-rank tests. Prognostic factors were examined by univariate and multivariate analyses (Cox proportional hazards regression model). Logistic regression analysis was used to evaluate the factors influencing LN metastasis. P<0.05 was considered to indicate a statistically significant difference.

Results

Differential gene expression patterns of HSP47 in normal colonic mucosa and CRC tissues

HSP47 expression level was significantly higher in CRC tissues (n=139) compared with normal colonic mucosa (n=36; P=0.0201; Fig. 1A), and significantly higher in CRC with LN metastasis compared with CRC without LN metastasis (P=0.0470; Fig. 1A). In addition, HSP47 expression level was significantly higher in stage IV CRC tissues compared with stage I CRC tissues (P=0.0186; Fig. 1B).

Association between HSP47 expression level and clinicopathological characteristics in CRC

The associations between HSP47 expression level and various clinicopathological characteristics in patients with CRC were evaluated after dividing the 139 CRC cases into two groups, based on HSP47 expression level (high vs. low; Table I). The high/low cut-off values were determined by ROC analysis for LN metastasis (cut-off 0.0969762). Of the 139 CRC samples, 49.6% (69/139) cases had high HSP47 expression (>0.0969762) and 50.4% (70/139) had low expression. Furthermore, high HSP47 expression level was significantly associated with advanced T stage (P=0.0163), LN metastasis (P=0.0186), venous invasion (P=0.0328), and advanced TNM stage (P=0.0115; Table I).

Table I.

Association between HSP47 expression level and the clinicopathological characteristics in patients with colorectal cancer.

Table I.

Association between HSP47 expression level and the clinicopathological characteristics in patients with colorectal cancer.

HSP47 expression

VariablenHigh (n=69)Low (n=70)P-value
Age, years 0.1072
  <69703040
  ≥69693930
Sex 0.4479
  Male793742
  Female603228
Histology 0.2908
  Undifferentiated963
  Differentiated1306367
Tumor size, mm 0.1247
  <40492029
  ≥40904941
T classification 0.0163a
  T1-T2391326
  T3-T41005644
Lymph node metastasis 0.0186a
  Present883751
  Absent513219
Lymphatic invasion 0.1811
  Present1246460
  Absent15510
Venous invasion 0.0328a
  Present1136152
  Absent26818
Hepatic metastasis 0.1376
  Present20137
  Absent1195663
Peritoneal metastasis 0.9918
  Present211
  Absent1376869
Distant metastasis 0.1041
  Present16115
  Absent1235865
Recurrence 0.1041
  Present24159
  Absent843846
Stage
  I339240.0115a
  II442123
  III332112
  IV291811

{ label (or @symbol) needed for fn[@id='tfn1-ol-0-0-12196'] } (Pearson's χ2)

a P<0.05. The cut-off value for high/low HSP47 expression was 0.0969762. HSP47, heat shock protein 47.

Differential gene expression patterns of HSP47 in normal colonic mucosa and CRC tissues

A comparison of HSP47 expression between colon cancer and rectum cancer samples revealed that there was no significant difference in expression between the two cancer types (Fig. S1).

High HSP47 expression level predicts LN metastasis in patients with CRC

The present study investigated various factors associated with LN involvement by univariate and multivariate logistic analyses (Table II). Advanced T stage (P=0.0007), lymphatic invasion (P=0.0043), venous invasion (P=0.0002) and high HSP47 expression (P=0.0042) in CRC were significantly associated with LN metastasis following univariate analysis. Furthermore, multivariate analysis identified high HSP47 expression [odds ratio (OR): 2.3946, 95% confidence interval (CI): 1.116397–5.209946; P=0.0249] as the only independent predictor of LN metastasis in patients with CRC (Table II).

Table II.

Univariate and multivariate analyses of associations with lymph node metastasis in patients with colorectal cancer.

Table II.

Univariate and multivariate analyses of associations with lymph node metastasis in patients with colorectal cancer.

Univariate analysisMultivariate analysis


VariableOR95% CIP-valueOR95% CIP-value
Age (<69 vs. ≥69 years)1.2321 0.617647–2.46972430.5534
Sex (female vs. male)1.2840 0.6395638–2.57838420.4810
Tumor size (≥40 vs. <40 mm)2.0237 0.9624956–4.43651090.0632
T classification (T3-4 vs. T1-2)5.0000 1.8374783–12.7754480.0007a2.1400 0.7456599–6.90573090.1606
Pathology (poor or mucinous vs.1.4128 0.335628–5.58891280.6218
moderate/well differentiated)
Lymphatic invasion9.4595 1.8123151–174.047660.0043a1.0124 0.0343703–29.4414510.9935
(present vs. absent)
Venous invasion9.1875 2.5583968–58.8773090.0002a5.2985 0.8617945–102.437860.0752
(present vs. absent)
HSP47 gene expression2.8846 1.3963896–6.05362160.0042a2.3946 1.116397–5.2099460.0249a
(≥0.0969762 vs. <0.0969762)

{ label (or @symbol) needed for fn[@id='tfn3-ol-0-0-12196'] } Logistical regression model

a P<0.05. The cut-off value for high/low HSP47 gene expression was 0.0969762. OR, odds ratio; CI, confidence interval; HSP47, heat shock protein 47.

High HSP47 gene expression affects prognosis in patients with CRC

Patients with CRC were divided into two groups according to HSP47 expression level determined by ROC analysis for prognosis (cut-off 0.0924641). Kaplan-Meier analysis indicated that disease-free survival tended to be poorer in the high-expression group, although the difference was not significant (Fig. 2A); however, OS was also significantly poorer in the high-expression group compared with the low-expression group (P=0.0003, log-rank test; Fig. 2B). Cox's univariate and multivariate analyses of clinicopathological factors related to OS in patients with CRC are presented in Table III. The results from univariate analysis indicated that poor OS was significantly associated with advanced T stage (P<0.0001), LN metastasis (P=0.0040), hepatic metastasis (P<0.0001), distant metastasis (P<0.0001), lymphatic invasion (P=0.0056), venous invasion (P=0.0051) and high HSP47 expression in CRC (P=0.0021). In addition, multivariate analysis identified hepatic metastasis [hazard ratio (HR): 9.1250, 95% CI: 3.7270458–22.288004; P<0.0001] and high HSP47 expression (HR: 2.7407, 95% CI: 1.1623509–6.1627421; P=0.0224) as independent prognostic factors in patients with CRC (Table III).

Table III.

Univariate and multivariate analyses of associations with overall survival in patients with colorectal cancer.

Table III.

Univariate and multivariate analyses of associations with overall survival in patients with colorectal cancer.

(Cohort 1: Protein analysis)Univariate analysisMultivariate analysis



VariablesHR95% CIP-valueHR95% CIP-value
Age (<69 vs. ≥69 years)1.7043 0.8012998–3.83975030.1682
Sex (male vs. female)1.3229 0.6220246–2.98029790.4731
Tumor size (≥40 vs. <40 mm)1.8287 0.8144726–4.64737870.1486
T classification (T3-4 vs. T1-2)13.3454 2.8403789–238.09155<0.00013.8129 0.733633–70.0618120.1260
Lymph node metastasis3.0116 1.4279703–6.52497870.0040a1.3758 0.5677664–3.33135890.4761
Peritoneal metastasis6.5208 0.3625655–31.5782470.1555
Hepatic metastasis16.5158 7.466573–36.758521<0.00019.1250 3.7270458–22.288004<0.0001
Distant metastasis7.2862 3.2929176–15.473565<0.00012.0538 0.7842089–5.18844290.1403
Pathology (poor or mucinous vs.1.6081 0.3825837–4.58888130.4652
moderate/well differentiated)
Lymphatic invasion)1.6488 0.4826371–2.071950.0056a2.1415 0.0606119–16.4984070.4061
(present vs. absent
Venous invasion7.6486 1.628946–136.43080.0051a1.3460 0.2462182–25.0809950.7719
(present vs. absent)
HSP47 gene expression3.7958 1.6753552–8.11919310.0021a2.7407 1.1623509–6.16274210.0224a
(≥0.0924641 vs. <0.0924641)

{ label (or @symbol) needed for fn[@id='tfn5-ol-0-0-12196'] } Cox proportion hazard regression model

a P<0.05. CI, confidence interval. The cut-off value for high/low HSP47 gene expression was 0.0924641; HSP47, heat shock protein 47.

Association between HSP47 expression and LN counts in patients with CRC

The association between LN metastasis status and HSP47 expression level in patients with CRC was evaluated. Patients were classified according to the stage of LN metastasis based on the Japanese Society for Cancer of the Colon and Rectum 7th edition (N0, no metastasis; N1, 1–3 pericolic/perirectal; intermediate LN metastases; N2, ≥4 pericolic/perirectal, intermediate LN metastases; N3, main LN metastasis including lateral LN metastasis) (14). Kaplan-Meier analysis demonstrated that patients with N3 had significantly poorer OS than the other groups (P<0.0001; Fig. 3A). HSP47 expression level in N3 patients was significantly higher compared with N0 patients (P=0.0253; Fig. 3B). ROC curves were also generated to assess the potential significance of HSP47 expression level for the detection of LN metastasis status in patients with CRC. The results demonstrated that HSP47 expression level could discriminate between N1-3 and N0 CRC patients, with an AUC value of 0.60138 (Fig. 3C). In addition, HSP47 level could also discriminate between N2-3 and N0-1 CRC patients, with an AUC of 0.84392 (Fig. 3D).

Discussion

The present study investigated the gene expression pattern of HSP47 in CRC tissues by RT-qPCR. HSP47 expression level was significantly higher in CRC tissues compared with normal tissue from patients with benign colonic disease and was significantly associated with tumor progression indicated by high T stage, LN metastasis and venous invasion and high TNM stage. High HSP47 expression level also served as a novel predictive biomarker for patients with CRC and LN metastasis, and as an independent prognostic factor in patients with CRC.

HSP47 is a 47-kDa member of a group of heat shock proteins with unique collagen-specific binding characteristics (15), which was first characterized by Kurkinen et al (16) in murine parietal endoderm cells. Heat shock proteins play an important role as molecular chaperones in protein folding, by assembling newly synthesized proteins or reassembling misfolded proteins (17). HSP47 binds to nascent single polypeptide chains of procollagen immediately after entry into the endoplasmic reticulum and dissociates from procollagen chains in the Golgi apparatus (18). When aberrant procollagen accumulates in the endoplasmic reticulum due to heat shock, depletion of ascorbic acid or after treatment with α, α′-dipyridyl, which inhibits procollagen secretion and causes accumulation of procollagen in the endoplasmic reticulum (19). Some studies have suggested that procollagen gene expression level and rates of procollagen synthesis were regulated with HSP47 (20), and that HSP47 expression was increased in fibrotic human lung, kidney and skin (2124).

HSP47 has been mapped to human chromosome 11q13.5, which is a known ‘hot spot’ in a number of human cancers (25). Interestingly, altered HSP47 expression has been identified in several cancers, including sarcoma, esophageal squamous cell carcinoma and ulcerative colitis-associated carcinoma (2628). Maitra et al (29) reported HSP47 immunolabeling in the tumor-associated stroma and suggested that it may act as a novel diagnostic and therapeutic marker in pancreatic carcinoma. Furthermore, we previously reported that the number of HSP47-positive spindle-shaped stroma cells in the cancer stroma of patients with CRC could serve as a novel predictive biomarker of LN metastasis, early recurrence and poor prognosis (8). In addition, HSP47 silencing has been shown to inhibit cell proliferation, migration and invasion in cervical squamous cell carcinoma (30).

Regarding HSP47 gene expression, Morino et al (31) demonstrated that tumor cell lines derived from metastatic carcinomas that remained metastatic in animals can synthesize higher levels of HSP47. Naitoh et al (24) also reported that HSP47 expression level was upregulated by 8-fold in keloid lesions. However, the association between HSP47 expression level and tumor progression, prognosis and metastasis in cancer patients remains unclear. To the best of our knowledge, the present study was the first to suggest that high HSP47 expression level in CRC primary tumors may be considered as an independent marker for the prediction of LN metastasis and poor prognosis in patients with CRC.

Neoadjuvant chemotherapy or chemoradiotherapy are currently used as treatments for patients with advanced rectal cancer and have been shown to decrease local recurrence and increase survival (32). Correct preoperative staging plays therefore a critical role in determining whether patients with rectal cancer should undergo neoadjuvant therapy. Similarly, preoperative neoadjuvant treatments and decisions regarding the range of LN dissection depend on accurate LN staging in patients with colon cancer (33). In the present study, HSP47 expression value in the group with LN was significantly higher than in the group without LN (0.137848±0.149551 vs. 0.106957±0.166488). In addition, patients with N2 or N3 tumors had significantly poorer OS than other patients, and HSP47 gene expression level was also significantly higher in N2 and N3 patients compared with N0 and N1 patients. This was supported by markedly higher AUC values for comparisons between N2-3 and N0-1 CRC patients (AUC=0.84392). Furthermore, HSP47 expression was identified as the only independent predictive factor for LN metastasis in patients with CRC. Evaluation of HSP47 expression level may therefore help deciding the appropriate neoadjuvant chemotherapy to be used, and determining the extent of LN dissection (local or wide excision). HSP47 expression level may therefore help decreasing the size of surgery and evaluate the requirement of neoadjuvant chemotherapy in patients with CRC before surgery.

Previously, we demonstrated that the number of HSP47-positive spindle cells in the stroma of CRC may serve as a novel predictive biomarker of LN metastasis, early recurrence and poor prognosis via immunostaining (12). In the present study, we used mRNA to examine LN metastasis and prognostic factors of CRC patients. Although it is easy to evaluate the prognostic factor of CRC using protein staining, the objectivity can be poor and the evaluation can be dependent of the observer. Evaluating mRNA expression may be a more useful method because it allows quantification, reducing human bias and leading therefore to a more accurate evaluation of LN metastasis and prognosis in patients with CRC. Although HSP47 expression level was quantified in frozen surgical specimens rather than in preoperative biopsy samples, the results from the present study suggested that evaluation of HSP47 expression level in biopsy samples may represent a promising clinical tool for the preoperative prediction of LN metastasis, allowing therefore the determination of appropriate treatment strategies in patients with CRC. It may be worth mentioning that the current study did not actually use preoperative biopsies, although it aimed to determine if it could be possible to determine the LN metastasis in patients with CRC.

In summary, the results from the present study indicated that HSP47 expression level in CRC tissues may be considered as a potential biomarker for predicting LN metastasis status and prognosis in patients with CRC. These results suggested that assessing LN metastasis may lead to a reduction in surgery in CRC and may help deciding about preoperative chemotherapy in rectal cancer. By examining the OS via evaluation of HSP47 expression, it may be possible to predict before surgery that postoperative chemotherapy may be required for patients with both colon and rectal cancers.

Supplementary Material

Supporting Data

Acknowledgements

Not applicable.

Funding

This study was supported in part by a Grant in Aid for Scientific Research (grant no. 21791280) from the Ministry of Education, Culture, Sports, Science and Technology, Japan.

Availability of data and materials

The datasets used and/or analyzed during the present study are available from the corresponding author on reasonable request.

Authors' contributions

KM, YT, MaK and YO designed the study. TI, YN, SO, TS, HF, JH, MiK, TA, YI and YM performed the experiments. KM, YT and YO acquired, analyzed and interpreted data. KM and YT drafted the manuscript. MaK supervised and coordinated the study. All the authors were involved in writing the manuscript. All authors have read and approved the final manuscript.

Ethics approval and consent to participate

The research protocol was approved by Mie University Hospital (Mie, Japan) Ethical Review Committee (approval no. 2632). All participants provided written informed consent and agreed to donate their clinical specimens for research purposes.

Patient consent for publication

Not applicable.

Competing interests

The authors declare that they have no competing interests.

Glossary

Abbreviations

Abbreviations:

CRC

colorectal cancer

CT

computed tomography

EUS

endorectal ultrasonography

HSP47

heat shock protein 47

LN

lymph nodes

MRI

magnetic resonance imaging

OS

overall survival

PET/CT

positron emission tomography/CT

ROC

Receiver operating characteristic

TNM

tumor node metastasis

References

1 

Jemal A, Bray F, Center MM, Ferlay J, Ward E and Forman D: Global cancer statistics. CA Cancer J Clin. 61:69–90. 2011. View Article : Google Scholar : PubMed/NCBI

2 

Edge S, Compton C, Fritz A, Greene F and Trotti A: AJCC Cancer Staging Manual. 7th. Springer; New York, NY: pp. 237–46. 2010

3 

Chau I and Cunningham D: Adjuvant therapy in colon cancer: Current status and future directions. Cancer Treat Rev. 28:223–236. 2002. View Article : Google Scholar : PubMed/NCBI

4 

Schrag D, Gelfand SE, Bach PB, Guillem J, Minsky BD and Begg CB: Who gets adjuvant treatment for stage II and III rectal cancer? Insight from surveillance, epidemiology, and end results-Medicare. J Clin Oncol. 19:3712–3718. 2001. View Article : Google Scholar : PubMed/NCBI

5 

Siegel R, Naishadham D and Jemal A: Cancer statistics, 2012. CA Cancer J Clin. 62:10–29. 2012. View Article : Google Scholar : PubMed/NCBI

6 

Kwak JY, Kim JS, Kim HJ, Ha HK, Yu CS and Kim JC: Diagnostic value of FDG-PET/CT for lymph node metastasis of colorectal cancer. World J Surg. 36:1898–1905. 2012. View Article : Google Scholar : PubMed/NCBI

7 

Low G, Tho LM, Leen E, Wiebe E, Kakumanu S, McDonald AC and Poon FW: The role of imaging in the pre-operative staging and post-operative follow-up of rectal cancer. Surgeon. 6:222–231. 2008. View Article : Google Scholar : PubMed/NCBI

8 

Imaoka H, Toiyama Y, Saigusa S, Kawamura M, Kawamoto A, Okugawa Y, Hiro J, Tanaka K, Inoue Y, Mohri Y and Kusunoki M: RacGAP1 expression, increasing tumor malignant potential, as a predictive biomarker for lymph node metastasis and poor prognosis in colorectal cancer. Carcinogenesis. 36:346–354. 2015. View Article : Google Scholar : PubMed/NCBI

9 

Imaoka H, Toiyama Y, Fujikawa H, Hiro J, Saigusa S, Tanaka K, Inoue Y, Mohri Y, Mori T, Kato T, et al: Circulating microRNA-1290 as a novel diagnostic and prognostic biomarker in human colorectal cancer. Ann Oncol. 27:1879–1886. 2016. View Article : Google Scholar : PubMed/NCBI

10 

Lina O, Marie-Louise H, Anne I, Gudrun L and Sten H: Allocating colorectal cancer patients to different risk categories by using a five-biomarker mRNA combination in lymph node analysis. PLoS One. 15:e02290072020. View Article : Google Scholar : PubMed/NCBI

11 

Li H, Ma SQ, Huang J, Chen XP and Zhou HH: Roles of long noncoding RNAs in colorectal cancer metastasis. Oncotarget. 8:39859–39876. 2017. View Article : Google Scholar : PubMed/NCBI

12 

Mori K, Toiyama Y, Otake K, Fujikawa H, Saigusa S, Hiro J, Kobayashi M, Ohi M, Tanaka K, Inoue Y, et al: Proteomics analysis of differential protein expression identifies heat shock protein 47 as a predictive marker for lymph node metastasis in patients with colorectal cancer. Int J Cancer. 140:1425–1435. 2017. View Article : Google Scholar : PubMed/NCBI

13 

Livak KJ and Schmittgen TD: Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) method. Methods. 25:402–408. 2001. View Article : Google Scholar : PubMed/NCBI

14 

Japanese Society for Cancer of the Colon and Rectum General Rules for Clinical and Pathological Studies on Cancer of the Colon RaARV. (7th). (in Japanese). (Tokyo). 36–37. 2009.

15 

Nagata K, Saga S and Yamada KM: A major collagen-binding protein of chick embryo fibroblasts is a novel heat shock protein. J Cell Biol. 103:223–229. 1986. View Article : Google Scholar : PubMed/NCBI

16 

Kurkinen M, Taylor A, Garrels JI and Hogan BL: Cell surface-associated proteins which bind native type IV collagen or gelatin. J Biol Chem. 259:5915–5922. 1984.PubMed/NCBI

17 

Schlesinger MJ: Heat shock proteins. J Biol Chem. 265:12111–12114. 1990.PubMed/NCBI

18 

Satoh M, Hirayoshi K, Yokota S, Hosokawa N and Nagata K: Intracellular interaction of collagen-specific stress protein HSP47 with newly synthesized procollagen. J Cell Biol. 133:469–483. 1996. View Article : Google Scholar : PubMed/NCBI

19 

Nakai A, Satoh M, Hirayoshi K and Nagata K: Involvement of the stress protein HSP47 in procollagen processing in the endoplasmic reticulum. J Cell Biol. 117:903–914. 1992. View Article : Google Scholar : PubMed/NCBI

20 

Kawada N, Kuroki T, Kobayashi K, Inoue M, Nakatani K, Kaneda K and Nagata K: Expression of heat-shock protein 47 in mouse liver. Cell Tissue Res. 284:341–346. 1996. View Article : Google Scholar : PubMed/NCBI

21 

Razzaque MS, Nazneen A and Taguchi T: Immunolocalization of collagen and collagen-binding heat shock protein 47 in fibrotic lung diseases. Mod Pathol. 11:1183–1188. 1998.PubMed/NCBI

22 

Razzaque MS, Kumatori A, Harada T and Taguchi T: Coexpression of collagens and collagen-binding heat shock protein 47 in human diabetic nephropathy and IgA nephropathy. Nephron. 80:434–443. 1998. View Article : Google Scholar : PubMed/NCBI

23 

Kuroda K, Tsukifuji R and Shinkai H: Increased expression of heat-shock protein 47 is associated with overproduction of type I procollagen in systemic sclerosis skin fibroblasts. J Invest Dermatol. 111:1023–1028. 1998. View Article : Google Scholar : PubMed/NCBI

24 

Naitoh M, Hosokawa N, Kubota H, Tanaka T, Shirane H, Sawada M, Nishimura Y and Nagata K: Upregulation of HSP47 and collagen type III in the dermal fibrotic disease, keloid. Biochem Biophys Res Commun. 280:1316–1322. 2001. View Article : Google Scholar : PubMed/NCBI

25 

Sauk JJ, Nikitakis N and Siavash H: Hsp47 a novel collagen binding serpin chaperone, autoantigen and therapeutic target. Front Biosci. 10:107–118. 2005. View Article : Google Scholar : PubMed/NCBI

26 

Morino M, Tsuzuki T, Iijima H, Shirakami T, Kiyosuke YI, Ishikawa Y, Yoshimura M and Yoshikumi C: Marked induction of HSP47, a collagen-binding stress protein, during solid tumor formation of ascitic Sarcoma 180 in vivo. In Vivo. 9:503–508. 1995.PubMed/NCBI

27 

Lee HW, Kwon J, Kang MC, Noh MK, Koh JS, Kim JH and Park JH: Overexpression of HSP47 in esophageal squamous cell carcinoma: Clinical implications and functional analysis. Dis Esophagus. 29:848–855. 2016. View Article : Google Scholar : PubMed/NCBI

28 

Araki K, Mikami T, Yoshida T, Kikuchi M, Sato Y, Oh-ishi M, Kodera Y, Maeda T and Okayasu I: High expression of HSP47 in ulcerative colitis-associated carcinomas: Proteomic approach. Br J Cancer. 101:492–497. 2009. View Article : Google Scholar : PubMed/NCBI

29 

Maitra A, Iacobuzio-Donahue C, Rahman A, Sohn TA, Argani P, Meyer R, Yeo CJ, Cameron JL, Goggins M, Kern SE, et al: Immunohistochemical validation of a novel epithelial and a novel stromal marker of pancreatic ductal adenocarcinoma identified by global expression microarrays: Sea urchin fascin homolog and heat shock protein 47. Am J Clin Pathol. 118:52–59. 2002. View Article : Google Scholar : PubMed/NCBI

30 

Yamamoto N, Kinoshita T, Nohata N, Yoshino H, Itesako T, Fujimura L, Mitsuhashi A, Usui H, Enokida H, Nakagawa M, et al: Tumor-suppressive microRNA-29a inhibits cancer cell migration and invasion via targeting HSP47 in cervical squamous cell carcinoma. Int J Oncol. 43:1855–1863. 2013. View Article : Google Scholar : PubMed/NCBI

31 

Morino M, Tsuzuki T, Ishikawa Y, Shirakami T, Yoshimura M, Kiyosuke Y, Matsunaga K, Yoshikumi C and Saijo N: Specific expression of HSP47 in human tumor cell lines in vitro. In Vivo. 11:17–21. 1997.PubMed/NCBI

32 

Krishnamurthi SS, Seo Y and Kinsella TJ: Adjuvant therapy for rectal cancer. Clin Colon Rectal Surg. 20:167–181. 2007. View Article : Google Scholar : PubMed/NCBI

33 

Greene FL PD, Fleming I and Fritz A: AJCC Cancer Staging Manual. 6th. Springer-Verlag; Berlin: 2002, View Article : Google Scholar

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December-2020
Volume 20 Issue 6

Print ISSN: 1792-1074
Online ISSN:1792-1082

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Spandidos Publications style
Mori K, Toiyama Y, Okugawa Y, Ichikawa T, Nagano Y, Oki S, Shimura T, Fujikawa H, Hiro J, Kobayash M, Kobayash M, et al: Preoperative heat shock protein 47&nbsp;levels identify colorectal cancer patients with lymph node metastasis and poor prognosis. Oncol Lett 20: 333, 2020
APA
Mori, K., Toiyama, Y., Okugawa, Y., Ichikawa, T., Nagano, Y., Oki, S. ... Kusunoki, M. (2020). Preoperative heat shock protein 47&nbsp;levels identify colorectal cancer patients with lymph node metastasis and poor prognosis. Oncology Letters, 20, 333. https://doi.org/10.3892/ol.2020.12196
MLA
Mori, K., Toiyama, Y., Okugawa, Y., Ichikawa, T., Nagano, Y., Oki, S., Shimura, T., Fujikawa, H., Hiro, J., Kobayash, M., Araki, T., Inoue, Y., Mohri, Y., Kusunoki, M."Preoperative heat shock protein 47&nbsp;levels identify colorectal cancer patients with lymph node metastasis and poor prognosis". Oncology Letters 20.6 (2020): 333.
Chicago
Mori, K., Toiyama, Y., Okugawa, Y., Ichikawa, T., Nagano, Y., Oki, S., Shimura, T., Fujikawa, H., Hiro, J., Kobayash, M., Araki, T., Inoue, Y., Mohri, Y., Kusunoki, M."Preoperative heat shock protein 47&nbsp;levels identify colorectal cancer patients with lymph node metastasis and poor prognosis". Oncology Letters 20, no. 6 (2020): 333. https://doi.org/10.3892/ol.2020.12196