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Amplification of KRAS and its heterogeneity in non-Asian gastric adenocarcinomas



Gastric cancer is one of the deadliest cancer entities worldwide. While surgery is the only curative treatment option in early tumors, for locally advanced and metastatic patients further therapeutic targets are needed. Several studies not only reported mutations but also amplifications of the KRAS locus in different cancer entities. More recently, KRAS amplification was discussed as a new therapeutic target. Little is known about the (prognostic) relevance and (heterogenic) distribution of KRAS amplification in gastric adenocarcinomas, especially in Non-Asian patients.


Amplification of the KRAS locus and corresponding protein expression was analyzed in 582 gastric adenocarcinomas employing fluorescence in-situ hybridization (FISH) and immunohistochemistry. Amplification status was correlated with clinico-pathological features, clinical outcome and molecular tumor data including a correlation to the TCGA subtypes of gastric carcinoma.


KRAS amplification was detected in 27 out of 470 analysable tumors (5.7%) and correlated with protein expression of KRAS in all amplified tumors. Within the KRAS amplified gastric tumors 14/27 (51.9%) showed a heterogeneous distribution with also KRAS non-amplified tumor parts. According to TCGA 24 tumors (88.8%) were related to chromosomal instable tumors (CIN). The survival analysis of the entire patient cohort did not show any difference in overall survival in dependence on the KRAS status. However, a significant survival difference with a worse outcome for patients with KRAS amplified tumors was identified when analysing patients without neoadjuvant pre-treatment.


We confirm the unfavorable prognosis of KRAS amplified tumors reported by other studies in (Asian) patient groups, at least in patients without neoadjuvant pre-treatment. Within KRAS amplified tumors we revealed intratumoral heterogeneity that may define a (more aggressive) tumor cell population which is more frequently observed in patients with lymph node metastases. Despite the heterogeneous distribution of KRAS amplified tumor clones, KRAS amplified locally advanced or metastasized gastric adenocarcinomas represent a therapeutically highly relevant tumor subgroup.

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Gastric cancer is one of the most commonly diagnosed cancers, and in both sexes combined the third leading cause of cancer-related deaths worldwide [1, 2]. Prominent differences in age-standardized incidence are observed in different parts of the world ranging from 32.1% in eastern Asia to 8,2% in Western Europe [2]. Among sporadic (distal) gastric adenocarcinomas Helicobacter pylori infection remains the most important cause which can partly reflect the different incidence rates worldwide [3, 4].

In advanced tumor stages and especially in metastatic patients the overall survival is still poor with a median overall survival of less than 1 year in the latter [5]. Therefore, molecular targets need to be identified providing further therapeutic options.

The only molecular alteration that is currently used therapeutically in gastric cancer is Her2/neu. The ToGa (Trastuzumab for Gastric Cancer) trial demonstrated improved overall survival in patients with Her2/neu amplified tumors who received trastuzumab in addition to standard chemotherapy in comparison to chemotherapy alone [6]. Within primary tumors intratumoral heterogeneity has been demonstrated in up to 33% and between those and distant metastasis in 11% [7]. Therefore, heterogeneity of gene amplifications within primary gastric adenocarcinomas is not uncommon.

The Cancer Genome Atlas research network (TCGA) has performed full genomic profiling of 259 primary gastric adenocarcinomas and reported four main molecular tumor subtypes: tumors positive for Epstein-Barr virus (EBV), microsatellite unstable tumors (MSI), genomically stable tumors (GS) and tumors with chromosomal instability (CIN) [8].

While in the past the mutational status of KRAS was of great interest, recent studies focused on high-level amplification of KRAS. In several cancer entities amplification of KRAS has been reported and was associated with poor clinical outcome in most cases [9, 10]. Amplifications occurred mutually exclusive with mutations in KRAS and were also demonstrated to be activating with marked overexpression of KRAS protein [8, 11]. The extent of KRAS amplification is only known from large Asian patient populations. To what extent these results can be transferred to a Caucasian patient collective is still unclear. Recently, a study could show a possible individualized therapy option for KRAS amplified gastric cancer [11].

In the present study we analyzed the tumor tissue of a large cohort of 582 Caucasian patients with gastric adenocarcinomas. We employed immunohistochemistry (IHC) and fluorescence in-situ hybridization (FISH) as sensitive and well established diagnostic tools to detect amplification and protein expression of KRAS and focused on its intratumoral heterogeneity. Amplification status was then correlated with clinico-pathological features, clinical outcome and molecular tumor data including a correlation to the TCGA subtypes of gastric carcinoma.


Statistical analysis

Patient data was prospectively abstracted into a database. Interdependences between staining, tumor characteristics and clinical data were compared with the use of Pearson’s chi-squared test and Fisher’s exact test and illustrated by cross-tables. Overall survival was evaluated from the date of surgery to death. Kaplan-Meier curves were generated and compared using the log-rank test. Data on patients with no event or lost follow up were censored at the last seen date. Multivariate analysis for prognostic factors was performed using the Cox regression model. A two-sided p-value < 0.05 was considered statistically significant. SPSS package version 25 (IBM, Armonk, New York) was used for all statistical analyses.


Standardized surgical treatment included subtotal distal or total gastrectomy extended with transhiatal resection of the oesophagus in case of an adenocarcinoma of the esophagogastric junction (Siewert 2 or 3), and a systematic D2 lymphadenectomy with the goal of complete resection (R0). Roux-en-Y jejunal loop obstruction with gastrojejunostomy was considered the method of choice in the reconstruction procedures. Patients with advanced gastric adenocarcinoma (cT3, cNx, M0) received either chemoradiation or chemotherapy.


Tumor samples of 582 patients with gastric adenocarcinoma were considered for analysis. According to the TCGA [8] and the WHO classification of tumors (Digestive System Tumours, 5th edition, 2019) tumors were classified into four subgroups: (1) Those tumors positive for EBV (using EBER-ISH), (2) Tumors with MSI (using immunohistochemistry for MLH1, PMS2, MSH2, MSH6 and/or MSI testing), (3) Genomically stable tumors (GS) with poorly cohesive type morphology and/or RHOA mutations and/or E-cadherin loss, (4) Tumors with chromosomal instability (CIN) with intestinal type morphology and HER2 amplification/overexpression and/or TP53 mutations.

Tissue microarray (TMA)

For TMA one tissue core from each tumor sample was punched out and transferred into a TMA recipient block. TMA construction was performed as previously described [12, 13]. In brief, tissue cylinders with a diameter of 1.2 mm each were punched from selected tumor tissue blocks using a self-constructed semi-automated precision instrument and embedded in empty recipient paraffin blocks.


Immunohistochemistry (IHC) was performed on TMA slides. The KRAS antibody (mouse monoclonal primary antibody, clone 9.13, Thermo Fisher) was stained on the automated Ventana/Benchmark slide stainer. Expression of KRAS in the cytoplasm of carcinoma cells was assessed according to the following criteria: negative or weak staining in < 5% of tumor cells (score 0); weak staining ≥5–20% of tumor cells (score 1); moderate to strong staining in ≥20% (score 2). The evaluation of immunohistochemical expression was assessed manually by two pathologists (A.Q. and J.R.). Discrepant results, which occurred only in a small number of samples, were resolved by consensus review.

Fluorescence in-situ hybridization (FISH)

Fluorescence in-situ hybridization (FISH) for the evaluation of the KRAS gene amplification status was performed on TMA and large scale slides with the Zytolight SPEC KRAS/CEN 12 Dual Color Probe (Zytomed, Systems GmbH, Germany) according to the manufacturers’ protocol. Sample processing was performed as previously described [14]. Tumor tissue was scanned for amplification spots and heterogeneity using a 63x objective (DM5500 fluorescent microscope; Leica). Samples were evaluated as “KRAS amplified” with a ratio greater than 3 between KRAS gene and chromosome 12 centromere signals following previous studies [15].


Clinico-pathological and patient characteristics

The entire patient cohort consisting of 582 patients with gastric adenocarcinoma were considered for analysis. In total there were 470 analysable cases for KRAS (80.8%) on the TMA (Table 1). Reasons for missing data included the lack of tissue samples or the absence of unequivocal cancer tissue on the TMA spot. Neoadjuvant treatment consisting of either chemo-radiation or chemotherapy was administered in 198 patients (35.4%). The median follow-up for patients still alive was 26 months with a calculated 5-year survival rate of 38.4%.

Table 1 KRAS amplification and clinico-pathological characteristics

KRAS amplification

KRAS amplifications were observed in 27 patients (5.7%) (for example see Fig. 1). The amplification profile for KRAS was not affected by the administration of neoadjuvant treatment. Within the group of patients undergoing primary surgery and the group of patients receiving neoadjuvant treatment first, 18 (6.0%) and 9 (6.3%) patients showed KRAS amplification respectively (p = 0.826). KRAS amplifications were not associated with sex (p = 0.528), age group (p = 0.339), tumor stage (p = 0.830) and localisation (a tendency toward proximal localization can be found) (p = 0.092). Nodal positive patients (pN+) were significantly correlated with a higher frequency of KRAS amplification (p = 0.024) (Table 1).

Fig. 1
figure 1

Primary gastric adenocarcinoma with KRAS amplification (KRAS FISH, 63x). Green cluster signals: KRAS locus (=amplification). Red signals: Centromer region of chromosome 12

The analysis of KRAS amplification in relation to the molecular classification of gastric adenocarcinoma (according to TCGA) revealed that 24 (88.8%) were related to tumors with chromosomal instability (CIN) and 3 (11.1%) were related to genomically stable (GS) tumors (p = 0.282) (Table 2). No EBV or MSI-related gastric tumors harboured KRAS amplification.

Table 2 KRAS amplification and molecular subtype according to TCGA. CIN (chromsomal instable tumors); GN (genomically stable tumors); MSI (microsatellite instable tumors); EBV (Epstein-Barr virus-related tumors)

KRAS and prognosis

The survival analysis of the entire patient cohort did not show any difference in overall survival in dependence on the KRAS status (p = 0.212). However, a significant survival difference with a worse outcome for patients with KRAS amplification was identified when analysing patients without a neoadjuvant pre-treatment (primary resected). The median overall survival (OS) for KRAS wild-type patients was 35 months (95% CI: 19.2–50.8 months) compared to 16 months (95% CI: 0–46.36 months) for KRAS amplified patients (p = 0.032) (Fig. 2).

Fig. 2
figure 2

Kaplan-Meier survival analysis comparing patients with KRAS amplified gastric adenocarcinomas (red lines) and patients without KRAS amplified gastric adenocarcinomas (blue lines). a Whole patient cohort including neoadjuvant and primary-resected tumors (n = 347). KRAS amplified gastric adenocarcinomas (red line; n = 23) and adenocarcinomas without KRAS amplification (blue line; n = 324). b Patients without neoadjuvant pretreatment (primary resected tumors) with KRAS amplified tumors (red line; n = 16) in comparison to patients without KRAS amplified tumors (blue line; n = 229). KRAS amplified tumors in the primary resected cohort show a statistically significant worse prognosis in comparison to non-KRAS amplified tumors (p = 0.032). c Patients with preoperative neoadjuvant treatment with KRAS amplified tumos (red line; n = 7) in comparison to patients without KRAS amplified tumors (n = 94; blue line)

A multivariate cox proportional hazard model revealed that KRAS amplifications cannot be considered as an independent prognostic marker. The poor prognosis is driven by an accumulation of lympho-nodal metastatic patients.

KRAS and heterogeneity

Gastric adenocarcinomas showed a varying homogeneity of KRAS amplified tumor clones within the tumor. KRAS amplified clones were found next to KRAS non-amplified tumor cell populations (see Fig. 3). All tumors amplified on TMA slides either representing primary tumors or metastasis were also analyzed on large scale slides. Heterogeneity was observed in 14 of 27 (51.9%) amplified tumors taking together heterogeneity within the primary tumor and those 3 cases with only KRAS amplified metastasis. In six cases (out of 14 KRAS amplified tumors with lymph node metastases) we could detect KRAS amplification in regional lymph node metastases but not in the primary available parts of the gastric tumor on TMA. We then analyzed further tumor parts of the stomach on large scale slides and were finally able to secure KRAS amplified clones in the primary tumor in three of the six cases (see discussion). Conversely, a primary tumor with KRAS amplification was found which was not found in regional lymph node metastases. The analyzed large scale of the primary tumor revealed a heterogenous distribution of KRAS amplified tumor cells in this case. The remaining 13 of 27 cases showed a homogeneous distribution of KRAS amplified carcinoma cells.

Fig. 3
figure 3

Intratumoral heterogeneity of KRAS amplification (KRAS FISH, 63x). Left: Green cluster signals: KRAS locus (=amplification). Red signals: Centromer region of chromosome 12. Right: nuclear counterstaining with DAPI

KRAS amplification and KRAS protein expression

All tumors that harbored KRAS amplification detected by FISH analysis also expressed KRAS protein visualized by immunohistochemistry (Fig. 4). In 37 of 136 (27.2%) analyzed KRAS non-amplified tumor samples KRAS protein expression was observed.

Fig. 4
figure 4

HE- and KRAS (IHC) staining in primary gastric adenocarcinomas. Left side: tumor sample with KRAS amplification. Right side: tumor sample without KRAS amplification


Few studies exist that consider the importance of KRAS amplifications in gastric carcinoma [11, 16]. These studies, which analyzed Asian patient groups, showed, among other things, that KRAS amplification occurs largely mutation-exclusive and only in exceptional cases with simultaneous activating mutations of KRAS. These data are consistent with the results reported by the TCGA [8].

The KRAS amplification leads to an expression enhancement of the KRAS protein and to an activation of downstream partners (e.g. RAF, MEK). In addition, several studies reported for different cancer entities that KRAS amplified tumors are associated with poor prognosis [9, 10].

Nothing is known about the intratumoral heterogeneity of KRAS amplification in gastric adenocarcinomas and its importance and prognostic relevance in a large Caucasian patient population. Asian and Non-Asian patient populations differ in various aspects such as risk profiles of tumorigenesis, metabolic and genomic differences [17, 18].

In comparison to the TCGA data we found a slightly lower amplification frequency of KRAS in our collection of 582 patients (5.8% vs. 7.1%). We confirm the statistically significant unfavorable prognosis of KRAS amplified tumors in cases of primarily resected, non-neoadjuvantly treated tumors. We no longer see this prognostic effect in the group of neoadjuvantly treated and secondarily operated patients.

It is well documented that the group of so-called “minor responders” to a neoadjuvant therapy (= more than 10% vital tumor residual in the surgical specimens) has a significantly worse prognosis than the group of “complete responders” (= no vital tumor remnant) [19, 20]. Therefore, it is worth noting that in this subgroup only tumor tissue of “minor responders” was analyzable.

We explain our findings by the already poor overall prognosis of the patient cohort that cannot be further degraded measurably by the amplification of KRAS.

Nothing is known about the possible intratumoral heterogeneity of KRAS amplified tumor cell clones in gastric adenocarcinoma. This work demonstrates the relevance of the heterogeneity of KRAS amplified tumor clones in gastric carcinoma for the first time. This is particularly possible with the method used (FISH). In six cases we found KRAS amplification only in regional lymph node metastases, but not in the corresponding tissue of the primary tumor represented in the TMA. In three cases we were able to detect small KRAS amplified tumor cell populations in the primary tumor on additionally analyzed large scale slides of the primary tumor. This can be interpreted that KRAS amplified tumor clones show a special affinity for lymphogenic metastasis. This is underlined by the unfavourable prognostic relevance of KRAS amplification. In the three cases in which we were not able to detect a KRAS amplified tumor clone in the primary tumor (but with the detection of regional, KRAS amplified lymph node metastases), we assume that we could not find this clone because we did not have the entire primary tumor tissue but only parts for analysis. We consider the alternative that KRAS amplification only manifest itself in the course of lymph node metastasis to be unlikely.

Intratumoral heterogeneity of KRAS amplification should be taken into consideration for possible future therapeutic interventions on KRAS-amplified tumors and could be an argument for a re-determination of the amplification-status of the metastasis if the analyzable primary tumor fraction did not show any amplification (for example in a biopsy involving only small proportions of the tumor).

We also investigated the extent to which KRAS amplification correlates with the expression of the protein. All amplified tumors also show a corresponding protein expression. Therefore we confirm the results of other studies [11, 16]. KRAS protein expression was also observed in KRAS non-amplified tumors. Therefore KRAS immunohistochemistry is not suitable to screen for KRAS amplification.

According to the results of TCGA, gastric carcinomas can be divided into four major molecular subtypes, as outlined in the introduction. In our collection of tumors we find a divergent composition (see Table 2). However, in agreement with a previous publication [11], we found a marked accumulation of KRAS amplified tumors in the group of so-called chromosomal instable tumors (CIN) in almost 90%. No single microsatellite-unstable or EBV-associated carcinoma also shows KRAS amplification. The enrichment of KRAS amplified tumors in the CIN subgroup is consistent, as it also has increased gene amplifications such as FGFR2 or ERBB2. We found a single tumor with a co-amplification of ERBB2 and KRAS.

For esophageal and gastric adenocarcinomas it has been reported that high-level amplifications of KRAS resulted in a relevant copy number increase of the wild-type KRAS gene in the absence of coding mutations. This leads to an increased expression of KRAS protein with downstream activation, that can be influenced therapeutically [11, 21,22,23].

Our study has some limitations. This retrospective analysis only included tumor tissue from a single tumor center. We cannot make any reliable statements on the status of the primary tumor in the group of neoadjuvant treated patients. In this patient cohort, we only considered an accumulation of minor responders for neoadjuvant therapy, as in the group of complete responders no tumor material is available for analysis.


In summary, we present the importance of KRAS amplification in gastric carcinoma in a large cohort of 582 Caucasian patients. While activating KRAS mutations are well characterized in various carcinomas, there is little reliable data on the relevance of KRAS amplification in gastric carcinoma. We confirm the unfavorable prognosis of KRAS amplified tumors reported by other studies for (Asian) patient groups. This study reveals intratumoral heterogeneity of KRAS amplification and demonstrates the correlation of gene amplification and protein expression. Despite the heterogeneous distribution of KRAS amplified tumor clones, KRAS amplified gastric adenocarcinomas represent a therapeutically highly interesting tumor subgroup.

Future prospective analyzes are necessary, which not only consider the usual KRAS mutations but also KRAS amplifications.

Availability of data and materials

The datasets used and analysed during the current study are available from the corresponding author on reasonable request.



Chromosomal instable tumors




Epstein-barr virus


Fibroblast growth factor receptor 2




Gastrointestinal cancer group cologne


Genomically stable tumors


Guanosine triphosphate

Her2/neu and ERBB2:

Human epidermal growth factor receptor 2; erythroblastic oncogene B




Kirsten rat sarcoma viral oncogene


Mitogen-activated protein kinase


MAPK/ERK kinase


Microsatellite unstable tumors


Src homology 2 phosphotyrosyl phosphatase


Son of sevenless homolog gene 1 / 2


The Cancer Genome Atlas


Tissue microarray

ToGa trial:

Trastuzumab for Gastric Cancer


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Gastrointestinal Cancer Group Cologne (GCGC): Jan Rehkaemper, Alexander Quaas, Thomas Zander, Axel M. Hillmer, Heike Loeser, Hakan Alakus.



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JR, HA, MK, AQ and BSM made substantial contributions to conception and design. HA, AQ, MK, JRU, JB, RB, AH, AH, AP, TZ and JR were responsible for acquisition of data. JR, AQ, MK and HA were responsible for analyses and interpretation of data. All authors have been involved in drafting the manuscript or revising it critically for important intellectual content. All authors have given final approval of the version to be published and agreed to be accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved.

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Correspondence to Jan Rehkaemper.

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Procedures were followed as outlined in accordance with ethical standards formulated in the Helsinki Declaration 1975 (and revised in 1983). Patients gave their written consent to usage of their tumor specimens, an approval was obtained from the University of Cologne Ethics Committee (reference number: 13–091).

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Rehkaemper, J., Korenkov, M., Quaas, A. et al. Amplification of KRAS and its heterogeneity in non-Asian gastric adenocarcinomas. BMC Cancer 20, 587 (2020).

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