Literature DB >> 28800641

High RBM3 expression is associated with an improved survival and oxaliplatin response in patients with metastatic colorectal cancer.

Christina Siesing1, Halfdan Sorbye2, Anca Dragomir3, Per Pfeiffer4, Camilla Qvortrup4, Fredrik Pontén3, Karin Jirström1, Bengt Glimelius5, Jakob Eberhard1.   

Abstract

BACKGROUND: High expression of the RNA-binding motif protein 3 (RBM3) has been shown to correlate, with prolonged survival in several malignant diseases and with the benefit of platinum-based chemotherapy in ovarian cancer. The aim of this study was to evaluate RBM3 in metastatic colorectal cancer (mCRC) as a prognostic factor for overall survival and in relation to benefit of first-line chemotherapy.
METHODS: Immunohistochemical staining was conducted and evaluated in tumours from 455 mCRC patients. Kaplan-Meier analysis and Cox regression proportional hazards models were used to access the impact of RBM3 expression on overall survival (OS) and progression-free survival (PFS).
RESULTS: High RBM3 expression, both nuclear and cytoplasmic, was an independent prognostic factor for prolonged OS (hazard ratio [HR] 0.67, 95% confidence interval [CI] 0.50-0.90 and HR 0.66, 95% CI 0.48-0.91, respectively). PFS was significantly longer in patients with high RBM3 expression who had received first-line oxaliplatin based treatment, compared to those who had received irinotecan based treatment, both regarding nuclear and cytoplasmic expression (p-value 0.020 and 0.022 respectively).
CONCLUSION: High RBM3 expression is an independent predictor of prolonged survival in mCRC patients, in particular in patients treated with first-line oxaliplatin based chemotherapy.

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Year:  2017        PMID: 28800641      PMCID: PMC5553773          DOI: 10.1371/journal.pone.0182512

Source DB:  PubMed          Journal:  PLoS One        ISSN: 1932-6203            Impact factor:   3.240


Introduction

Colorectal cancer (CRC) is the third most common cancer in the world affecting 1.4 million people each year [1]. Approximately 20% have metastatic CRC (mCRC) at the time of diagnosis and about 20% subsequently develop metastatic disease, most with incurable disease [2]. Median survival for mCRC varies between 5–6 months in untreated patients and approaches 30 months in selected groups with good performance status having received optimal treatment [3-6]. Palliative chemotherapy aims to prolong the life of patients and ameliorate quality of life. There is a great need to identify biomarkers that predict response to chemotherapy, in order to save patients from affliction and contribute to better palliation. Chemotherapy for mCRC is based on 5-fluorouracil (5-FU) with the addition of either irinotecan or oxaliplatin. Irinotecan combined with 5-FU, as in FOLFIRI, increases progression-free survival (PFS) and overall survival (OS) [7]. Oxaliplatin combined with 5-FU, as in FOLFOX, increases PFS and likely also OS [7, 8]. Oxaliplatin cross-links the DNA strands and induces apoptosis [9]. Oxaliplatin works synergistically with 5-FU, probably via down regulation of thymidylate synthase [10]. First-line chemotherapy with irinotecan based chemotherapy or oxaliplatin based chemotherapy seem to give a similar overall survival and no data have shown preference for one schedule over the other as first-line treatment [11]. RNA-binding motif protein 3 (RBM3) is an RNA and DNA-binding protein that in response to various types of cellular stress, e.g. hypothermia [12], hypoxia [13], and oxidative stress [14], is required for cell proliferation [12, 15]. Silencing RBM3 decreases the sensitivity to cisplatin in ovarian cancer cell lines [16]. High RBM3 expression has been associated with improved survival in a number of malignancies, e.g. breast cancer, malignant melanoma, uroepithelial cancer, ovarian cancer, colorectal cancer, gastroesophageal cancer, and testicular cancer [16-22]. In CRC, the beneficial prognostic value of high RBM3 expression has been demonstrated in three independent studies [19, 23, 24], mainly including patients with stage II-III disease. To our best knowledge, the relationship between RBM3 expression and response to chemotherapy in mCRC has not yet been reported. Therefore, this study aimed to evaluate RBM3 as a prognostic factor in mCRC, overall and in relation to the choice of first-line chemotherapy.

Materials and methods

Patients

Sorbye et al have previously described the cohort [4, 25] which consists of 798 patients with unresectable mCRC diagnosed in the catchment area of the oncology units at three university hospitals; Odense University Hospital in Denmark, Haukeland University Hospital in Norway and Uppsala University Hospital in Sweden. All patients diagnosed with mCRC between August 2003 and October 2006 were prospectively registered at referral or using regional cancer registers. Written informed consent was obtained from all participants seen at the clinics. The intention of the cohort was to prospectively study different outcomes in an unselected population with mCRC. Tumour tissue microarrays (TMAs) from mainly the primary tumour (5 cases from metastatic tissue) were constructed from 462 (58%) cases and RBM3 expression could be evaluated in 455 (98%) of these. In the remaining cases, the material was not sufficient to take a core for TMA, containing too much necrotic tissue to evaluate or not available [25]. A flowchart is shown as S1 Fig. The study was approved by the ethical committees in Norway (Regional Committee for medical and health research ethics-REC West 2009/2052), Sweden (Regional Ethical Committee Uppsala 2015/419) and Denmark (The Regional Scientific Ethical Committees for Southern Denmark S-20162000-48).

Tissue microarray construction

TMAs were generated for protein expression profiling using immunohistochemistry (IHC). IHC staining, slide scanning and evaluation of outcome were performed in accordance with strategies and standards used in the Human Protein Atlas [26, 27]. Original diagnostic tumour blocks were used as donor blocks for the recipient TMA blocks. Representative tumour tissue from each tumour was sampled in duplicate cores of 1 mm in diameter and assembled in the TMAs. A corresponding haematoxylin and eosin stained section was produced from each TMA block to control for quality and presence of tumour cells.

Antibodies

IHC was performed as previously described [27], in brief, 4 μm sections of the TMA blocks were cut and automated IHC was performed using a Lab Vision Autostainer 480 (Thermo Fisher Scientific). The mouse monoclonal anti-RBM3 antibody (CAB062559 / clone 0296, Atlas Antibodies AB, Stockholm, Sweden, diluted 1:1 000) was used as primary antibody.

Analysis of immunohistochemical staining

The IHC staining was evaluated by CS and KJ, who were blinded to clinical and outcome data. Interobserver differences were discussed in order to reach consensus. RBM3 expression was evaluated both in the cytoplasm and in the nuclei, whereby the fraction of positive cells was estimated, and the staining intensity denoted as 0 (negative), 1 (mild), 2 (moderate) and 3 (strong). A multiplier of fraction and intensity was constructed regarding nuclear and cytoplasmic expression (nuclear and cytoplasmic score), concluding a score between 0–3.

Statistical analyses

Chi square test was used to examine the associations between the nuclear and cytoplasmic RBM3 score and clinicopathological characteristics. Kaplan-Meier and log rank test were applied to illustrate differences in OS and PFS according to RBM3 expression. Classification and regression tree (CRT) analysis was applied to estimate the ultimate prognostic cut-off for the nuclear and cytoplasmic RBM3 scores, respectively. A classification based on negative and positive RBM3 expression was also used. Cox regression proportional hazards models were used to access the impact of RBM3 expression on OS and PFS in both univariable and multivariable analyses. PFS was calculated as time from start of first-line treatment until progression or death. A P-value <0.05 was considered statistically significant. All statistical analyses were preformed using IBM SPSS Statistics version 23.

Results

RBM3 expression in relation to patient and tumour characteristics

Among the 455 evaluable cases, 46 (10%) cases were negative for nuclear RBM3 expression and 67 (15%) cases were negative for cytoplasmic RBM3 expression. In the remaining cases, RBM3 was expressed in various intensities and fractions in the nuclei and/or cytoplasm. CRT analysis determined an optimal prognostic cut off at 0.550 for nuclear RBM3 expression and at 0.025 for cytoplasmic RBM3 expression. 166 (36%) cases were denoted as having low and 289 (64%) as having high nuclear expression, and 126 (28%) cases were denoted as having low and 329 (72%) cases as having high cytoplasmic expression, retrospectively. Sample IHC images are shown in Fig 1. Associations of nuclear RBM3 expression with clinicopathological characteristics are shown in Table 1, and for cytoplasmic expression in S1 Table. High nuclear RBM3 expression was statistically significant associated with BRAF wild type tumours, and RBM3 expression was significantly higher in patients who underwent secondary surgery and received irinotecan based treatment. High cytoplasmic RBM3 expression was significantly associated with age <75 years, BRAF wild type tumour, secondary surgery and irinotecan based treatment. Positive nuclear RBM3 expression was significantly more frequent in tumours located in the rectum, in BRAF wildtype tumours and in metachronous disease. Positive cytoplasmic RBM3 expression was significantly more frequent in BRAF wildtype tumors, in patients who had undergone secondary surgery and with metachronous disease.
Fig 1

Immunohistochemical images of RBM3 staining.

Representing colorectal tumours with (A) negative, (B) weak, (C) moderate and (D-F) strong expression in a varying proportion of tumour cells. All images captured at X 20 magnification.

Table 1

Associations between nuclear RBM3 expression and clinicopathological characteristics.

ALP; alkaline phosphatase, CEA; carcinoembryonic antigen, KRAS; Kirsten rat sarcoma. (Regarding cytoplasmic expression see S1 Table).

 High ExpressionLow expressionp-valuePositiveNegativep-value
N (%)N (%) N (%)N (%) 
Age      
<75 years198 (69)102 (61)0.126271 (66)29 (63)0.663
≥ 75 years91 (31)64 (39) 138 (34)17 (37) 
Sex      
Female141 (49)89 (54)0.322202 (49)28 (61)0.140
Male148 (51)77 (46) 207 (51)18 (39) 
Performance status 
0–1199 (69)105 (63)0.222274 (67)30 (65)0.809
>190 (31)61 (37) 135 (33)16 (35) 
Primary site      
Colon213 (75)127 (78)0.352300 (74)40 (89)0.032
Rectum73 (25)35 (22) 103 (26)5 (11) 
Missing43 61 
ALP μg/l      
Normal115 (46)62 (42)0.503158 (44)19 (50)0.463
Elevated137 (54)85 (58) 203 (56)19 (50) 
Missing1937 488 
BRAF      
Wild-type234 (83)117 (72)0.010324 (81)27 (63)0.005
Mutated48 (17)44 (27) 76 (19)16 (37) 
Missing75 93 
KRAS
Wild-type160 (57)99 (63)0.243232 (58)27 (66%)0.349
Mutated121 (43)59 (37) 166 (42)12 (34) 
Missing88 117 
CEA μg/l
Normal ≤ 546 (28)22 (25)0.58561 (27)7 (33)0.502
Elevated > 5117 (72)66 (75) 169 (74)14 (67) 
Missing12678 17925 
Time for metastasation     
Synchronous142 (49)96 (58)0.074207 (51)31 (67)0.031
Metachronus147 (51)70 (42) 202 (49)15 (33) 
Secondary curative surgery     
Yes33 (11)2 (1)<0.00134 (8)1 (2)0.138
No256 (89)163 (99) 374 (92)45 (98) 
Missing 1 1  
First line chemotherapy
Oxaliplatin-based113 (39)53 (32)0.015151 (37)15 (32)0.132
Irinotecan-based43 (15)17 (10) 57 (14)3 (7) 
5-FU single27 (9)30 (18) 47 (11)10 (22) 
Best Supportive care88 (31)56 (34) 129 (32)15 (32) 
Other17 (6)10 (6) 25 (6)3 (7) 

Immunohistochemical images of RBM3 staining.

Representing colorectal tumours with (A) negative, (B) weak, (C) moderate and (D-F) strong expression in a varying proportion of tumour cells. All images captured at X 20 magnification.

Associations between nuclear RBM3 expression and clinicopathological characteristics.

ALP; alkaline phosphatase, CEA; carcinoembryonic antigen, KRAS; Kirsten rat sarcoma. (Regarding cytoplasmic expression see S1 Table).

RBM3 expression in relation to overall survival

Kaplan-Meier analyses demonstrated that high RBM3 expression was associated with a significantly longer OS in the entire cohort, both for nuclear (Fig 2A, p<0.001) and cytoplasmic (Fig 2B, p<0.001) expression. This difference remained statistically significant also after exclusion of cases that had received adjuvant treatment (n = 59, data not shown). Median survival was 13 months in the group with high nuclear RBM3 expression and 7 months in the group with low RBM3 expression (p = 0.001). In the group with high cytoplasmic RBM3 expression the median survival was 13 months and 7 months in the group with low cytoplasmic RBM3 expression (p = 0.005). Dichotomisation of RBM3 expression comparing positive to negative expression, revealed a significantly longer OS regarding cytoplasmic expression, but not regarding nuclei expression (S2 Fig).
Fig 2

Kaplan-Meier estimates of overall survival.

Estimates according to (A) nuclear and (B) cytoplasmic RBM3 expression in the entire cohort.

Kaplan-Meier estimates of overall survival.

Estimates according to (A) nuclear and (B) cytoplasmic RBM3 expression in the entire cohort. As shown in Table 2, these associations were confirmed in univariable Cox regression analyses (HR = 0,61, 95% CI = 0,50–0,74 for nuclear and HR = 0,61, 95% CI = 0,49–0,76 for cytoplasmic expression), and remained statistically significant in multivariable analyses (HR = 0.67, 95% CI = 0.50–0.90 for nuclear and HR = 0,66, 95% CI = 0,48–0,91for cytoplasmic expression). When nuclear and cytoplasmic expressions were used as continuous variables statistically significant associations, with a prolonged OS, were seen. The associations only remained statistically significant for nuclear RBM3 expression in a multivariable analysis (Table 2).
Table 2

Cox regression analysis of 5-year overall survival according to nuclear and cytoplasmic RBM3 expression.

Includes the entire cohort. ALP; alkaline phosphatase, CEA; carcinoembryonic antigen.

 N (events)UnivariablepN (events)Multivariable*p*
  HR (95%CI)  HR (95%CI) 
Age      
≥ 75 years155 (153)1.00 65 (63)1.00 
<75 years300 (271)0.434 (0.35–0.53)<0.001173 (151)0.723 (0.53–0.99)0.040
Sex      
Male225 (210)1.00 116 (105)1.00 
Female230 (214)0.95 (0.79–1.15)0.604122 (109)0.68 (0.51–0.90)0.007
Performance status 
0–1304 (274)1.00 186 (163)1.00 
>1151 (150)3.05 (2.48–3.76)<0.00152 (51)2.06 (1.46–2.90)<0.001
Primary site      
Colon340 (316)1.00 174 (156)1.00 
Rectum108 (101)0.90 (0.72–1.12)0.33964 (58)0.90 (0.64–1.27)0.554
ALP μg/l      
Normal177 (154)1.00 111 (92)1.00 
Elevated222 (216)1.69 (1.37–2.09)<0.001127 (122)1.88 (1.37–2.57)<0.001
BRAF      
Wild-type352 (323)1.00 195 (171)1.00 
Mutated92 (90)1.72 (1.36–2.18)<0.00143 (43)2.17 (1.48–3.19)<0.001
CEA μg/l      
Normal ≤ 568 (57)1.00 64 (53)1.00 
Elevated > 5183 (170)1.44 (1.07–1.95)0.017174 (161)1.80 (1.28–2.51)0.001
Secondary curative surgery 
Yes35 (16)1.00 26 (10)1.00 
No419 (407)6.74 (4.06–11.21)<0.001212 (204)4.97 (2.53–9.76)<0.001
First line chemotherapy 
Oxaliplatin based166 (142)1.00 116 (97)1.00 
Irinotecan based60 (58)1.32 (0.97–1.79)0.07831 (29)0.88 (0.57–1.36)0.571
Other or none229 (224)3.00 (2.42–3.73)<0.00191 (88)1.64 (1.05–2.57)0.031
Nuclear RBM3 expression 
Low166 (164)1.00 82 (81)1.00 
High289 (260)0.61 (0.50–0.74)<0.001156 (133)0.67 (0.50–0.90)0.008
Continuous Nuclear RBM3 expression455 (424)0.74 (0.65–0.83)<0.001238 (114)0.77 (0.65–0.92)0.005
Cytoplasmic RBM3 expression 
Low126 (124)1.00 64 (63)1.00 
High329 (300)0.61 (0.49–0.76)<0.001174 (151)0.66 (0.48–0.91)0.011
Continuous Cytoplasmic RBM3 expression455 (424)0.71 (0.61–0.84)<0.001238 (114)0.85 (0.68–1.07)0.161

*The multivariable HRs for other variables than RBM3 are based on inclusion of nuclear RBM3 expression in the model.

Cox regression analysis of 5-year overall survival according to nuclear and cytoplasmic RBM3 expression.

Includes the entire cohort. ALP; alkaline phosphatase, CEA; carcinoembryonic antigen. *The multivariable HRs for other variables than RBM3 are based on inclusion of nuclear RBM3 expression in the model.

Prognostic value of RBM3 expression in relation to chemotherapy

Several associations were seen between RBM3 expression and PFS in strata according to high and low RBM3 expression and type of treatment given as first-line. PFS was longer for patients with tumours displaying high nuclear or cytoplasmic RBM3 expression who received oxaliplatin based treatment as first-line chemotherapy, in comparison to irinotecan based treatment (p-value 0.020 for nuclear expression and 0.022 for cytoplasmic expression). (Fig 3A and 3B) The median PFS was 9.35 months in the group with high nuclear RBM3 expression that received oxaliplatin based chemotherapy and 8.80 months in the group with high nuclear expression that received irinotecan based chemotherapy (p = 0.002). In the group with high cytoplasmic expression the median PFS was 8.99 months in the oxaliplatin group and 8.77 in the irinotecan group (p = 0.028).
Fig 3

Kaplan-Meier estimates of progression free (A-B) and overall survival (C-D). Estimates in combined strata according to high and low RBM3 expression and type of treatment given as first-line. A and C illustrate nuclear expression and B and D cytoplasmic expression. Log rank p-values correspond to pairwise comparison of RBM3 and oxaliplatin treatment with the other strata.

Kaplan-Meier estimates of progression free (A-B) and overall survival (C-D). Estimates in combined strata according to high and low RBM3 expression and type of treatment given as first-line. A and C illustrate nuclear expression and B and D cytoplasmic expression. Log rank p-values correspond to pairwise comparison of RBM3 and oxaliplatin treatment with the other strata. Kaplan-Meier analysis of OS revealed that patients with tumours displaying high nuclear or cytoplasmic RBM3 expression who received oxaliplatin based treatment as first-line chemotherapy had significantly longer survival compared to all other strata (Fig 3C and 3D). Especially long-term survival was increased if oxaliplatin based chemotherapy was used as first-line treatment when RBM3 expression was high. This difference remained statistically significant also after exclusion of patients who had received adjuvant treatment (n = 59, data not shown). As seen in S2 Fig, positive RBM3 expression and oxaliplatin based treatment as first-line meant a significantly longer PFS (p = 0.022 for nuclear and p = 0.030 for cytoplasmic expression) compared to irinotecan based treatment. As shown in Table 3 and S3 Table high nuclear and cytoplasmic expression was associated with complete or partial response to first-line chemotherapy, prolonged median PFS and initiation of second line chemotherapy. Prolonged PFS was the only statistically significant difference between the groups of positive and negative RBM3 expression and was seen regarding cytoplasmic expression.
Table 3

Treatment and treatment response.

Divided according to high and low nuclear RBM3 expression, and positive and negative nuclear RBM3 expression. (Regarding cytoplasmic expression see S3 Table).

  Nuclear expression RBM3
 All patientsHigh expressionLow expressionp-valuePositiveNegativep-value
N(%)N (%)N (%)N (%)N (%)
All patients455289 (64)166 (36) 409 (90)46 (10) 
1-line chemotherapy283 (62)175 (61)108 (65)0.292255 (62)28 (61)0.845
1-line combination oxaliplatin166 (36)113 (39)53 (71)0.143151 (30)15 (32)0.542
1-line combination irinotecan57 (13)42(15)15 (9)0.09454 (13)3 (7) 0.190
Response rate 1-line       
CR/PR103 (23)76 (26)27 (16)0.01594 (23)9 (20)0.114
PD45 (10)24 (8)21(13) 37 (9)8 (17) 
PFS 1-line median in months7.858.936.08<0.0017,956.600.319
2-line chemotherapy163 (36)118 (41)45 (33)0.004148 (36)15 (33)0.624
Response rate 2-line       
CR/PR25 (5)20 (7)5 (3)0.20824 (6)1 (2) 0.176
PD56 (12)37(13)19 (11) 48 (12)8 (17) 

CR = complete response, PR = partial response, PD = progressive disease as best response, PFS = progression free survival

Treatment and treatment response.

Divided according to high and low nuclear RBM3 expression, and positive and negative nuclear RBM3 expression. (Regarding cytoplasmic expression see S3 Table). CR = complete response, PR = partial response, PD = progressive disease as best response, PFS = progression free survival There was a statistically significant interaction between RBM3 expression and oxaliplatin based treatment, in relation to PFS (p = 0.047). No such interaction was seen in relation to OS (data not shown). Notably, there were no significant differences in PFS or OS between patients having received oxaliplatin based treatment and those who had received other types of chemotherapy regardless of RBM3 expression (S3 Fig). Synchronous disease was associated with oxaliplatin based treatment, however no other statistically significant differences regarding patient characteristics between the oxaliplatin treated group and the irinotecan treated group were seen (S2 Table).

Discussion

Our results demonstrate that high RBM3 expression correlates with longer OS in patients with mCRC. In patients with tumours displaying high RBM3 expression, we have also shown a significantly longer PFS in those treated with first-line oxaliplatin based chemotherapy compared to those treated with first-line irinotecan based chemotherapy, although the actual survival gain was less then one month. The association of high RBM3 expression with OS has previously not been studied in a cohort with only mCRC patients. Melling et al [23] evaluated RBM3 expression in primary CRC (stages I-III), and found an association between high RBM3 expression and longer OS. Hjelm et al [19] studied two different cohorts and only 15% of the patient had stage IV disease. They did however not see any correlation between RBM3 expression and disease stage. Of note, while previous studies in primary CRC found nuclear RBM3 expression to be the strongest prognostic factor [19, 23], the results from the present study demonstrate that not only nuclear, but also cytoplasmic RBM3 expression was significantly associated with prolonged survival. These associations between high RBM3 expression and prolonged oxaliplatin response are in line with previous findings in epithelial ovarian cancer, where a high RBM3 expression was associated with an improved prognosis, and silencing of RBM3 in ovarian cancer cells led to a decreased sensitivity to cisplatin [16]. The optimal prognostic and/or predictive cutoff for RBM3 remains to be established, preferably in prospective studies. Varying cutoffs have been used in previous studies, i.e. week versus strong in the paper by Melling and al[23] and negative versus positive in the paper by Hjelm et al[19]. Our analyses are based on both CRT analyses, and positive versus negative expression, with similar prognostic value, although the former was more significant. The CRT based cutoff appears to well in line with the cutoff used in the study by Melling et al[23]. High nuclear and high cytoplasmic RBM3 expression were associated with BRAF wild type, secondary surgery and irinotecan based treatment. Positive expression, in comparison to negative expression, was related to rectal tumours and BRAF wild type regarding nuclear expression and BRAF wild type and secondary surgery regarding cytoplasmic expression. The association of high RBM3 expression with BRAF wild type tumours is in accordance with earlier reports. Yokota et al [28] among others, have shown that BRAF mutation is associated with shorter OS, which has also been shown in this cohort [25]. Of note, the frequency of BRAF mutation in this cohort is higher compared to prior reports probably due to the non-selected cohort, whereas other reported rates of BRAF mutation often refer to groups that have been included in a clinical trial [25]. The finding of RBM3 expression being significantly higher in cases that had undergone secondary surgery further underpins its association with a less aggressive tumour phenotype, since secondary surgery is relevant when the metastatic burden is limited and the metastases are resectable upfront or after conversion chemotherapy. All tumours in the herein examined cohort are derived from patients with unresectable mCRC, a group of patients who often have a limited survival. Nevertheless, even in this patient category, high RBM3 expression was demonstrated to be an independent factor of a prolonged survival. It must however be pointed out that the tumour samples examined in this study were mainly obtained from the primary tumours. Moreover, there were no paired specimens from primary tumours and metastases. Therefore, we cannot draw any conclusions on the expression of RBM3 in the metastases, which may differ from the primary tumours. However, since chemotherapy may alter the expression of biomarkers [29, 30], the survival analyses were also performed after exclusion of patients who had received adjuvant chemotherapy, with similar results. A few other studies have compared RBM3 expression in primary tumours and metastases. In malignant melanoma, Jonsson et al [17] reported that RBM3 expression was downregulated in metastases as compared with primary tumours. In contrast, in oesophageal and gastric adenocarcinoma, RBM3 expression was similar in primary tumours and lymph node metastases [22]. Considering this, the number of TMAs available (58%) must be considered adequate. It could be discussed if TMA cores are representative of the whole tumour. To adjust for heterogeneity issues, duplicate 1 mm cores were obtained from different tumour areas. Furthermore, the TMA technique is a good method to demonstrate the connection between molecular alterations and clinical endpoints [31]. It is important to bear in mind that different physicians selected treatment for their patients and we can only speculate on the rationale for selecting a certain treatment. Irinotecan based treatment were, for example, initiated more often to patients that had metachronous disease. However, the difference in OS, regarding both nuclear and cytoplasmic expression, remained significant when adjuvant treated patients were excluded. Palliative chemotherapy is a balance act between effects and side effects. Peripheral neuropathy is a common side effect of oxaliplatin treatment that may lead to considerable disability in everyday life, for example leading to difficulties using a keyboard or buttoning a shirt. Since the effect of oxaliplatin appears to be limited in patients with tumours displaying low RBM3 expression, several patients could be spared suffering, at least temporarily, if another agent is given in first-line. In summary, the results demonstrate that high RBM3 expression is associated with prolonged survival in patients with mCRC, in particular in those having received first-line oxaliplatin based chemotherapy. These findings merit further study, since they are of potential clinical relevance. It would also be of interest to explore the impact of RBM3 expression on oxaliplatin sensitivity in CRC cells in vitro.

Associations between cytoplasmic RBM3 expression and clinicopathological characteristics.

ALP; alkaline phosphatase, CEA; carcinoembryonic antigen, KRAS; Kirsten rat sarcoma. (XLSX) Click here for additional data file.

Patient characteristics regarding type of chemotherapy given as first-line.

CEA; carcinoembryonic antigen. (XLSX) Click here for additional data file.

Treatment and treatment response divided according to high and low cytoplasmic RBM3 expression and positive and negative cytoplasmic RBM3 expression.

CR = complete response, PR = partial response, PD = progressive disease. (XLSX) Click here for additional data file.

A flowchart outlining cases available for tissue microarray construction and analysis of RBM3 expression within the entire cohort of 798 cases.

(TIF) Click here for additional data file. Kaplan-Meier estimates of overall survival according to (A) nuclear and (B) cytoplasmic RBM3 expression. (TIF) Click here for additional data file. Kaplan-Meier estimates of (A) progression free survival and (B) overall survival according to chemotherapy regimen given as first-line. (TIF) Click here for additional data file.
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Journal:  Lancet Oncol       Date:  2014-07-31       Impact factor: 41.316

6.  FOLFOXIRI plus bevacizumab versus FOLFIRI plus bevacizumab as first-line treatment of patients with metastatic colorectal cancer: updated overall survival and molecular subgroup analyses of the open-label, phase 3 TRIBE study.

Authors:  Chiara Cremolini; Fotios Loupakis; Carlotta Antoniotti; Cristiana Lupi; Elisa Sensi; Sara Lonardi; Silvia Mezi; Gianluca Tomasello; Monica Ronzoni; Alberto Zaniboni; Giuseppe Tonini; Chiara Carlomagno; Giacomo Allegrini; Silvana Chiara; Mauro D'Amico; Cristina Granetto; Marina Cazzaniga; Luca Boni; Gabriella Fontanini; Alfredo Falcone
Journal:  Lancet Oncol       Date:  2015-08-31       Impact factor: 41.316

7.  Changes in tumour biological markers during primary systemic chemotherapy (PST).

Authors:  Hans Neubauer; Christian Gall; Ulrich Vogel; Rene Hornung; Diethelm Wallwiener; Erich Solomayer; Tanja Fehm
Journal:  Anticancer Res       Date:  2008 May-Jun       Impact factor: 2.480

8.  BRAF mutation is a powerful prognostic factor in advanced and recurrent colorectal cancer.

Authors:  T Yokota; T Ura; N Shibata; D Takahari; K Shitara; M Nomura; C Kondo; A Mizota; S Utsunomiya; K Muro; Y Yatabe
Journal:  Br J Cancer       Date:  2011-02-01       Impact factor: 7.640

9.  Low RBM3 protein expression correlates with tumour progression and poor prognosis in malignant melanoma: an analysis of 215 cases from the Malmö Diet and Cancer Study.

Authors:  Liv Jonsson; Julia Bergman; Björn Nodin; Jonas Manjer; Fredrik Pontén; Mathias Uhlén; Karin Jirström
Journal:  J Transl Med       Date:  2011-07-21       Impact factor: 5.531

10.  Low RBM3 protein expression correlates with clinical stage, prognostic classification and increased risk of treatment failure in testicular non-seminomatous germ cell cancer.

Authors:  Sven-Erik Olofsson; Björn Nodin; Alexander Gaber; Jakob Eberhard; Mathias Uhlén; Karin Jirström; Mats Jerkeman
Journal:  PLoS One       Date:  2015-03-26       Impact factor: 3.240

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  11 in total

1.  Translational study reveals a two-faced role of RBM3 in pancreatic cancer and suggests its potential value as a biomarker for improved patient stratification.

Authors:  Emelie Karnevi; Liv Ben Dror; Adil Mardinoglu; Jacob Elebro; Margareta Heby; Sven-Erik Olofsson; Björn Nodin; Jakob Eberhard; William Gallagher; Mathias Uhlén; Karin Jirström
Journal:  Oncotarget       Date:  2017-12-15

Review 2.  Post-transcriptional Regulation of Colorectal Cancer: A Focus on RNA-Binding Proteins.

Authors:  Jennyfer M García-Cárdenas; Santiago Guerrero; Andrés López-Cortés; Isaac Armendáriz-Castillo; Patricia Guevara-Ramírez; Andy Pérez-Villa; Verónica Yumiceba; Ana Karina Zambrano; Paola E Leone; César Paz-Y-Miño
Journal:  Front Mol Biosci       Date:  2019-08-07

3.  Splicing Machinery is Dysregulated in Pituitary Neuroendocrine Tumors and is Associated with Aggressiveness Features.

Authors:  Mari C Vázquez-Borrego; Antonio C Fuentes-Fayos; Eva Venegas-Moreno; Esther Rivero-Cortés; Elena Dios; Paloma Moreno-Moreno; Ainara Madrazo-Atutxa; Pablo Remón; Juan Solivera; Luiz E Wildemberg; Leandro Kasuki; Judith M López-Fernández; Mônica R Gadelha; María A Gálvez-Moreno; Alfonso Soto-Moreno; Manuel D Gahete; Justo P Castaño; Raúl M Luque
Journal:  Cancers (Basel)       Date:  2019-09-26       Impact factor: 6.639

4.  Long Noncoding RNA AFAP1-AS1 Is a Critical Regulator of Nasopharyngeal Carcinoma Tumorigenicity.

Authors:  Min Fang; Minjun Zhang; Yiqing Wang; Fangqiang Wei; Jianhui Wu; Xiaozhou Mou; Yigan Zhang; Xiaodong Liang; Jianming Tang
Journal:  Front Oncol       Date:  2020-11-23       Impact factor: 6.244

5.  Comprehensive analysis of RNA binding motif protein 3 (RBM3) in non-small cell lung cancer.

Authors:  Annette Salomonsson; Patrick Micke; Johanna S M Mattsson; Linnea La Fleur; Johan Isaksson; Mats Jönsson; Björn Nodin; Johan Botling; Mathias Uhlén; Karin Jirström; Johan Staaf; Maria Planck; Hans Brunnström
Journal:  Cancer Med       Date:  2020-06-03       Impact factor: 4.452

6.  Cold stress protein RBM3 responds to hypothermia and is associated with good stroke outcome.

Authors:  Paulo Ávila-Gómez; Alba Vieites-Prado; Antonio Dopico-López; Saima Bashir; Héctor Fernández-Susavila; Carme Gubern; María Pérez-Mato; Clara Correa-Paz; Ramón Iglesias-Rey; Tomás Sobrino; Alejandro Bustamante; Sven Wellmann; Joan Montaner; Joaquín Serena; José Castillo; Pablo Hervella; Francisco Campos
Journal:  Brain Commun       Date:  2020-06-04

7.  Morphoregulatory functions of the RNA-binding motif protein 3 in cell spreading, polarity and migration.

Authors:  J Pilotte; W Kiosses; S W Chan; H P Makarenkova; E Dupont-Versteegden; P W Vanderklish
Journal:  Sci Rep       Date:  2018-05-09       Impact factor: 4.379

8.  Knockout of SIRT4 decreases chemosensitivity to 5-FU in colorectal cancer cells.

Authors:  Yuanyuan Zhu; Guangyu Wang; Xiaobo Li; Tianzhen Wang; Mingjiao Weng; Yanqiao Zhang
Journal:  Oncol Lett       Date:  2018-05-31       Impact factor: 2.967

9.  Systematic analysis of the relationship between ovarian cancer prognosis and alternative splicing.

Authors:  Di Zhang; Dan Zou; Yue Deng; Lihua Yang
Journal:  J Ovarian Res       Date:  2021-09-15       Impact factor: 4.234

10.  Pre-clinical and clinical studies on the role of RBM3 in muscle-invasive bladder cancer: longitudinal expression, transcriptome-level effects and modulation of chemosensitivity.

Authors:  Sara Wahlin; Karolina Boman; Bruce Moran; Björn Nodin; William M Gallagher; Emelie Karnevi; Karin Jirström
Journal:  BMC Cancer       Date:  2022-02-02       Impact factor: 4.430

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