Heterogeneity between primary colon carcinoma and paired lymphatic and hepatic metastases

  • Authors:
    • Huanrong Lan
    • Ketao Jin
    • Bojian Xie
    • Na Han
    • Binbin Cui
    • Feilin Cao
    • Lisong Teng
  • View Affiliations

  • Published online on: August 28, 2012     https://doi.org/10.3892/mmr.2012.1051
  • Pages: 1057-1068
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Abstract

Heterogeneity is one of the recognized characteristics of human tumors, and occurs on multiple levels in a wide range of tumors. A number of studies have focused on the heterogeneity found in primary tumors and related metastases with the consideration that the evaluation of metastatic rather than primary sites could be of clinical relevance. Numerous studies have demonstrated particularly high rates of heterogeneity between primary colorectal tumors and their paired lymphatic and hepatic metastases. It has also been proposed that the heterogeneity between primary colon carcinomas and their paired lymphatic and hepatic metastases may result in different responses to anticancer therapies. The heterogeneity in primary colon carcinoma and corresponding metastases by genome‑wide gene expression analysis has not been extensively studied. In the present study, we investigated the differentially expressed genes between a primary colon carcinoma specimen (obtained from a 40-year-old female colon carcinoma patient with lymphatic and hepatic metastases) and its paired lymphatic and hepatic metastases by genome-wide gene expression analysis using GeneChip HGU133Plus2.0 expression arrays. Our results demonstrate that genome-wide gene expression varies between primary colon carcinoma and its paired lymphatic and hepatic metastases.

Introduction

Intratumor heterogeneity is one of the recognized characteristics of human tumors, which occurs on multiple levels, including genetic, protein and macroscopic, in a wide range of tumors, including breast, colorectal cancer (CRC), non-small cell lung cancer (NSCLC), prostate, ovarian, pancreatic, gastric, brain and renal clear cell carcinoma (1). Over the past decade, a number of studies have focused on the heterogeneity found in primary tumors and related metastases with the consideration that the evaluation of metastatic rather than primary sites may be of clinical relevance. Numerous reports have evaluated the genetic heterogeneity in primary tumors and corresponding metastases in a range of solid tumors, including breast cancer (29), CRC (1013) and NSCLC (14,15).

In CRC, the heterogeneity of the epidermal growth factor receptor (EGFR) gene status and its downstream signalling proteins, including KRAS, BRAF and PIK3CA mutations, have been identified by comparing primary tumors with corresponding metastases, respectively (1013). Baldus et al demonstrated particularly high rates of heterogeneity between primary colorectal tumors and lymph node metastases (10). Molinari et al analyzed EGFR gene status and protein expression, KRAS/BRAF mutations and PTEN expression in primary tumors and metastases in 38 metastatic CRC patients, and found EGFR gene deregulation in 69.4% of primary tumors and 80.6% of metastases, and KRAS mutations in 43.2% of primary tumors and 40.5% of metastases (11). However, the heterogeneity in primary CRC and corresponding metastases at the genome-wide gene expression level has not been extensively investigated.

Therefore, in the present study, we investigated the heterogeneity in primary colon carcinoma tissue and its corresponding lymphatic and hepatic metastatic tissues obtained from a female metastatic colon cancer patient, focusing on genome-wide gene expression.

Patients and methods

Patient and tissue samples

Tumor specimens were obtained at initial surgery from a 40-year-old female colon carcinoma patient with lymphatic and hepatic metastases. Samples were snap-frozen and stored in liquid nitrogen until use. Prior written informed consent was obtained from the patient and the study received ethics board approval at the First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China. The patient had not received chemotherapy or radiation therapy prior to surgery. The histological type was determined according to the WHO criteria. The tumor was diagnosed as mucinous adenocarcinoma (T3N2M1).

Genome-wide gene expression analysis

RNA was extracted from tumor specimens. Total RNA of homogenized tumor samples was prepared with TRIzol RNA extraction reagent (Invitrogen) followed by purification using the RNeasy Mini kit (Qiagen) according to the manufacturer’s instructions. A DNase I (Qiagen) digestion step was included to eliminate genomic DNA. The quality of the total RNA was examined for integrity using RNA LabChips and the Agilent Bioanalyzer 2100 (Agilent Technologies), and the concentration was measured using the Peqlab NanoDrop. Only RNA with an RNA integrity number >6.5 was used for cDNA synthesis. The one-cycle eukaryotic target labeling assay from Affymetrix was used according to manufacturer’s instructions as previously described (16,17). Data analysis was also performed as previously described (16,17).

Statistical analysis

Hierarchical clustering of all microarray experiments was performed based on all 54,675 probe sets represented on the HGU133Plus2.0 array (Affymetrix) (P<0.04) using positive correlation and complete linkage. Gene expression of the primary tumor was compared with the median arrays of the paired lymphatic metastatic and hepatic metastatic tumors from each xenograft model in a paired t-test.

Results

Heterogeneity in primary colon carcinoma and its paired lymphatic and hepatic metastases

Based on the results of the genome-wide gene expression analysis, a paired t-test between the primary colon carcinoma and its paired lymphatic metastasis revealed 190 differentially expressed probe sets with a fold change ≥20. Clustering based on these 190 probe sets demonstrated a clear distinction between primary colon carcinoma and its paired lymphatic metastasis, with the majority of the probe sets (115 of 190) being downregulated in the lymphatic metastasis and only a small number being upregulated (75 of 190) (Table I). A paired t-test between the primary colon carcinoma and its paired hepatic metastasis revealed 150 differentially expressed probe sets with a fold change ≥20. Clustering based on these 150 probe sets demonstrated a clear distinction between primary colon carcinoma and its paired hepatic metastasis, with the majority of probe sets (94 of 150) being downregulated in the hepatic metastasis and only a very small number being upregulated (56 of 150) (Table II). A paired t-test between colon carcinoma lymphatic metastasis and hepatic metastasis revealed 176 differentially expressed probe sets with a fold change of only ≥10. Clustering based on these 176 probe sets demonstrated a clear distinction between colon carcinoma lymphatic metastasis and hepatic metastasis, with the majority of probe sets (114 of 176) being downregulated in the hepatic metastasis and only a very small number being upregulated (62 of 176) (Table III).

Table I

Genes differentially expressed in the primary colon carcinoma specimen and its paired lymphatic metastasis.

Table I

Genes differentially expressed in the primary colon carcinoma specimen and its paired lymphatic metastasis.

Probe set IDFold changeGene symbolEntrez geneGene title
201847_at23.27895LIPA3988Lipase A, lysosomal acid, cholesterol esterase
203323_at20.588184CAV2858Caveolin 2
203324_s_at25.194075CAV2858Caveolin 2
203571_s_at23.1392C10 or f11610974Chromosome 10 open reading frame 116
203639_s_at69.52935FGFR22263Fibroblast growth factor receptor 2
203697_at20.352211FRZB2487Frizzled-related protein
204010_s_at34.406235KRAS3845v-Ki-ras2 Kirsten rat sarcoma viral oncogene homolog
204035_at39.844757SCG27857Secretogranin II (chromogranin C)
204439_at46.355186IFI44L10964Interferon-induced protein 44-like
204802_at113.641525RRAD6236Ras-related associated with diabetes
204803_s_at41.770977RRAD6236Ras-related associated with diabetes
205151_s_at36.290764KIAA06449865KIAA0644 gene product
205625_s_at29.481396CALB1793Calbindin 1, 28 kDa
205696_s_at45.68169GFRA12674GDNF family receptor α 1
205778_at28.692463KLK75650Kallikrein-related peptidase 7
205818_at109.04431DBC11620Deleted in bladder cancer 1
205830_at20.343859CLGN1047Calmegin
206091_at25.613195MATN34148Matrilin 3
206340_at24.728613NR1H49971Nuclear receptor subfamily 1, group H, member 4
206525_at25.197699GABRR12569γ-aminobutyric acid (GABA) receptor, rho 1
206619_at34.690308DKK427121Dickkopf homolog 4 (Xenopus laevis)
206877_at20.351955MXD14084MAX dimerization protein 1
207254_at48.329205SLC15A16564Solute carrier family 15 (oligopeptide transporter), member 1
207509_s_at51.56186LAIR23904Leukocyte-associated immunoglobulin-like receptor 2
207583_at40.26811ABCD2225ATP-binding cassette, sub-family D (ALD), member 2
207610_s_at23.911833EMR230817Egf-like module containing, mucin-like, hormone receptor-like 2
208146_s_at89.68937CPVL54504Carboxypeptidase, vitellogenic-like
208261_x_at29.10015IFNA103446Interferon, α 10
208481_at26.099915ASB451666Ankyrin repeat and SOCS box-containing 4
208791_at46.167988CLU1191Clusterin
209406_at29.201277BAG29532BCL2-associated athanogene 2
209792_s_at38.65837KLK105655Kallikrein-related peptidase 10
209821_at205.30872IL3390865Interleukin 33
210510_s_at27.80813NRP18829Neuropilin 1
210931_at24.963585RNF66049Ring finger protein (C3H2C3 type) 6
211161_s_at30.307695COL3A11281Collagen, type III, α 1
211401_s_at20.871784FGFR22263Fibroblast growth factor receptor 2
213238_at42.231457ATP10D57205ATPase, class V, type 10D
213428_s_at44.14465COL6A11291Collagen, type VI, α 1
213432_at189.0725MUC5B727897Mucin 5B, oligomeric mucus/gel-forming
213874_at60.066086SERPINA45267Serpin peptidase inhibitor, clade A (α-1 antiproteinase, antitrypsin), member 4
214044_at23.23853RYR26262Ryanodine receptor 2 (cardiac)
214121_x_at28.547356PDLIM79260PDZ and LIM domain 7 (enigma)
214146_s_at40.065388PPBP5473Pro-platelet basic protein [chemokine (C-X-C motif) ligand 7]
214453_s_at33.425632IFI4410561Interferon-induced protein 44
214567_s_at25.704966XCL16375Chemokine (C motif) ligand 1
XCL26846Chemokine (C motif) ligand 2
214769_at31.164827CLCN41183Chloride channel 4
214811_at62.246216RIMBP223504RIMS binding protein 2
214823_at36.446995ZNF2047754Zinc finger protein 204 pseudogene
214952_at31.43681NCAM14684Neural cell adhesion molecule 1
215081_at38.364174KIAA102423251KIAA1024
215318_at27.675882CG012116829Hypothetical gene CG012
215917_at27.72305SNPH9751Syntaphilin
216039_at28.136038LOC100132832100132832Postmeiotic segregation increased 2-like 5-like
LOC441259392713PMS2 postmeiotic segregation increased 2 (S. cerevisiae)-like
LOC730324441259Similar to postmeiotic segregation increased 2-like 2
PMS25379PMS2 postmeiotic segregation increased 2 (S. cerevisiae)
PMS2L15380Postmeiotic segregation increased 2-like 1 pseudogene
PMS2L125383Postmeiotic segregation increased 2-like 12 pseudogene
PMS2L25387Postmeiotic segregation increased 2-like 2 pseudogene
PMS2L35395Postmeiotic segregation increased 2-like 3
PMS2L5730324Postmeiotic segregation increased 2-like 5
216614_at38.53543
217546_at59.020702MT1M4499Metallothionein 1M
217664_at26.640495
218720_x_at44.51107LOC65290026470Similar to seizure related 6 homolog (mouse)-like 2 isoform 1
SEZ6L2652900Seizure related 6 homolog (mouse)-like 2
219396_s_at41.20278NEIL179661Nei endonuclease VIII-like 1 (E. coli)
219563_at28.401752C14 or f13979686Chromosome 14 open reading frame 139
219727_at29.042574DUOX250506Dual oxidase 2
219728_at23.185019MYOT9499Myotilin
219768_at90.29275VTCN179679V-set domain containing T cell activation inhibitor 1
219947_at43.223457CLEC4A50856C-type lectin domain family 4, member A
219949_at53.802288LRRC279442Leucine-rich repeat containing 2
220086_at24.022339IKZF564376IKAROS family zinc finger 5 (Pegasus)
220160_s_at20.245548KPTN11133Kaptin (actin binding protein)
221195_at25.616514RNFT151136Ring finger protein, transmembrane 1
222106_at26.959286PRND23627Prion protein 2 (dublet)
222565_s_at60.40278PRKD323683Protein kinase D3
222668_at114.43788KCTD1579047Potassium channel tetramerisation domain containing 15
222720_x_at23.61017C1 or f2754953Chromosome 1 open reading frame 27
223235_s_at76.54248SMOC264094SPARC related modular calcium binding 2
223599_at21.029135TRIM6117854Tripartite motif-containing 6
223985_at27.464828FSD1L83856Fibronectin type III and SPRY domain containing 1-like
223999_at26.675077PPIL223759Peptidylprolyl isomerase (cyclophilin)-like 2
224098_at32.526546
224348_s_at34.73594
224533_s_at77.99536C6 or f14290523Chromosome 6 open reading frame 142
225627_s_at23.322224CACHD157685Cache domain containing 1
225728_at26.672054SORBS28470Sorbin and SH3 domain containing 2
226591_at26.339521SNRPN6638Small nuclear ribonucleoprotein polypeptide N
227491_at20.302715ELOVL679071ELOVL family member 6, elongation of long chain fatty acids (FEN1/Elo2, SUR4/Elo3-like, yeast)
227870_at48.255272IGDCC457722Immunoglobulin superfamily, DCC subclass, member 4
227925_at65.23458FLJ39051399972Hypothetical gene supported by AK096370
227955_s_at29.176859EFNA51946Ephrin-A5
228007_at20.671658C6 or f204387119Chromosome 6 open reading frame 204
228072_at35.00761SYT1291683Synaptotagmin XII
229228_at178.89961CREB59586cAMP responsive element binding protein 5
229450_at20.979269IFIT33437Interferon-induced protein with tetratricopeptide repeats 3
229478_x_at48.66807BIVM54841Basic, immunoglobulin-like variable motif containing
229518_at24.889814FAM46B115572Family with sequence similarity 46, member B
229579_s_at42.72015DISP285455Dispatched homolog 2 (Drosophila)
229725_at30.584335ACSL623305Acyl-CoA synthetase long-chain family member 6
230245_s_at25.038433LOC283663283663Hypothetical LOC283663
230487_at66.86591C6 or f99100130967Chromosome 6 open reading frame 99
LOC100130967389440Similar to hCG2044932
230615_at46.127205DUOXA2405753Dual oxidase maturation factor 2
230660_at37.561954SERTAD456256SERTA domain containing 4
230781_at42.71768
231102_at32.751915CROT54677Carnitine O-octanoyltransferase
231203_at35.097168LOC100129633100129633Similar to hCG1651427
231336_at55.55161CPNE4131034Copine IV
231598_x_at111.41086
231899_at30.031355ZC3H12C85463Zinc finger CCCH-type containing 12C
232068_s_at20.96932TLR47099Toll-like receptor 4
232387_at23.740568AP1GBP111276AP1 γ subunit binding protein 1
232585_at24.154518LOC100128729100128729Similar to TLK2 protein
LOC100134651100134651Similar to TLK2 protein
LOC73108211011Similar to serine/threonine-protein kinase tousled-like 2 (tousled-like kinase 2)
TLK2731082Tousled-like kinase 2
233149_at20.532196
233372_at48.244698
233884_at21.642752HIVEP359269Human immunodeficiency virus type I enhancer binding protein 3
233902_at35.82076GUCA1C9626Guanylate cyclase activator 1C
233984_at22.362148
234700_s_at146.27199RNASE784659Ribonuclease, RNase A family, 7
234980_at55.37136TMEM56148534Transmembrane protein 56
235795_at27.020695PAX65080Paired box 6
236302_at21.677221PPM1E22843Protein phosphatase 1E (PP2C domain containing)
236365_at31.352936
236522_at25.091562
236542_at42.33878
236740_at25.037415
236801_at50.310337
237250_at49.111843
237406_at28.270689NEK610783NIMA (never in mitosis gene a)-related kinase 6
237950_s_at49.878513
237974_at36.01243ABHD12B145447Abhydrolase domain containing 12B
237996_at54.733566
238088_at20.880829LOC100129194100129194Hypothetical protein LOC100129194
238363_at29.599056
238520_at45.876377TRERF155809Transcriptional regulating factor 1
238611_at22.46198
239381_at61.001457KLK75650Kallikrein-related peptidase 7
240214_at27.089334
241044_x_at37.12408
241579_at40.58749
241814_at28.057734
241842_x_at27.38526C19 or f45374877Chromosome 19 open reading frame 45
242003_at35.487854ERICH1157697Glutamate-rich 1
242138_at27.004044DLX11745Distal-less homeobox 1
242249_at21.104935
242316_at25.703829
242509_at26.935835
242769_at26.859947
242791_at26.823769FBXO326273F-box protein 3
242893_at28.790308
243753_at20.372232C1 or f173127254Chromosome 1 open reading frame 173
244016_at41.27944
244639_at20.593792
244785_at25.557535
1552480_s_at27.07572PTPRC5788Protein tyrosine phosphatase, receptor type, C
1552580_at30.773138TRIML2205860Tripartite motif family-like 2
1552904_at26.276854NETO181832Neuropilin (NRP) and tolloid (TLL)-like 1
1552987_a_at41.45497MGC42157439933Hypothetical locus MGC42157
1553037_a_at22.476143SYN26854Synapsin II
1553315_at22.418777SLFNL1200172Schlafen-like 1
1553635_s_at22.641033TCTEX1D1200132Tctex1 domain containing 1
1553789_a_at27.130203C21 or f5854058Chromosome 21 open reading frame 58
1554001_at49.381943TRIM374591Tripartite motif-containing 37
1554398_at27.990637LYG2254773Lysozyme G-like 2
1554512_a_at40.911217CCDC12384902Coiled-coil domain containing 123
1555300_a_at25.510637MED12L116931Mediator complex subunit 12-like
1555717_at38.556057
1555912_at33.604454ST7OT193653ST7 overlapping transcript 1 (non-protein coding)
1556008_a_at36.32589
1556202_at39.568478SRGAP223380SLIT-ROBO Rho GTPase activating protein 2
1556541_s_at29.452276
1558552_s_at20.966536C3 or f55152078Chromosome 3 open reading frame 55
1558234_at31.376406FLJ36644400617Hypothetical protein LOC400617
1558791_at43.679718LOC286467286467Hypothetical LOC286467
1561114_a_at22.05421DEPDC4120863DEP domain containing 4
1560048_at27.137468
1561101_at35.96605LOC153469153469Hypothetical protein LOC153469 1561260_at 23.416117
1561573_at23.90905
1561714_a_at41.711376B3GALNT2148789 β-1,3-N-acetylgalactosaminyltransferase 2
1561731_at49.069042
1561918_at21.02261
1562860_at40.932205
1562990_at26.946367
1563392_at23.033009
1563456_at25.698204CCDC141285025Coiled-coil domain containing 141
LOC285026285026Hypothetical protein LOC285026
1564653_s_at35.795006LEKR1389170Leucine, glutamate and lysine rich 1
1564932_at21.246243
1565337_at22.219374DNAH61768Dynein, axonemal, heavy chain 6
1568941_a_at24.125954
1569408_at27.472164EIF2C4192670Eukaryotic translation initiation factor 2C, 4
1569599_at47.001877SAMSN164092SAM domain, SH3 domain and nuclear localization signals 1
1569772_x_at23.892517
1569832_at34.25927hCG_2045206100131655Hypothetical LOC100131655
1569948_at21.763708
1570076_at30.77381

Table II

Genes differentially expressed in the primary colon carcinoma specimen and its paired hepatic metastasis.

Table II

Genes differentially expressed in the primary colon carcinoma specimen and its paired hepatic metastasis.

Probe set IDFold changeGene symbolEntrez geneGene title
201744_s_at109.43063LUM4060Lumican
203639_s_at39.816193FGFR22263Fibroblast growth factor receptor 2
203687_at23.863962CX3CL16376Chemokine (C-X3-C motif) ligand 1
203697_at55.182484FRZB2487Frizzled-related protein
203817_at36.81657GUCY1B32983Guanylate cyclase 1, soluble, β 3
204010_s_at40.820312KRAS3845v-Ki-ras2 Kirsten rat sarcoma viral oncogene homolog
204439_at50.40096IFI44L10964Interferon-induced protein 44-like
204646_at73.7989DPYD1806Dihydropyrimidine dehydrogenase
204704_s_at30.57162ALDOB229Aldolase B, fructose-bisphosphate
205830_at40.507374CLGN1047Calmegin
205893_at33.37443NLGN122871Neuroligin 1
206091_at43.29831MATN34148Matrilin 3
206218_at29.100803MAGEB24113Melanoma antigen family B, 2
207349_s_at24.040384UCP37352Uncoupling protein 3 (mitochondrial, proton carrier)
207583_at27.094574ABCD2225ATP-binding cassette, sub-family D (ALD), member 2
207750_at29.539001EPS15L255380Epidermal growth factor receptor pathway substrate 15-like 2
208250_s_at34.10199DMBT11755Deleted in malignant brain tumors 1
210077_s_at23.053602SFRS56430Splicing factor, arginine/serine-rich 5
210143_at36.192024ANXA1011199Annexin A10
210510_s_at52.630417NRP18829Neuropilin 1
210571_s_at69.8555CMAH8418Cytidine monophosphate-N-acetylneuraminic acid hydroxylase (CMP-N-acetylneuraminate monooxygenase) pseudogene
211204_at21.602095ME14199Malic enzyme 1, NADP(+)-dependent, cytosolic
211842_s_at20.652378SLC24A19187Solute carrier family 24 (sodium/potassium/calcium exchanger), member 1
212768_s_at68.42675OLFM410562Olfactomedin 4
213496_at31.919434LPPR49890Plasticity related gene 1
213519_s_at26.87308LAMA23908Laminin, α 2
214044_at35.559616RYR26262Ryanodine receptor 2 (cardiac)
214121_x_at29.512691PDLIM79260PDZ and LIM domain 7 (enigma)
214146_s_at50.72601PPBP5473Pro-platelet basic protein [chemokine (C-X-C motif) ligand 7]
214567_s_at24.816338XCL16375Chemokine (C motif) ligand 1
XCL26846Chemokine (C motif) ligand 2
214823_at45.280537ZNF2047754Zinc finger protein 204 pseudogene
215172_at35.013386PTPN20A26095Protein tyrosine phosphatase, non-receptor type 20A
PTPN20B653129Protein tyrosine phosphatase, non-receptor type 20B
216236_s_at22.056973SLC2A14144195Solute carrier family 2 (facilitated glucose transporter)
SLC2A36515Member 14/solute carrier family 2 (facilitated glucose transporter) member 3
216918_s_at22.751093DST667Dystonin
217549_at33.947136
217584_at28.199327
219396_s_at51.44716NEIL179661Nei endonuclease VIII-like 1 (E. coli)
219938_s_at38.966156PSTPIP29050 Proline-serine-threonine phosphatase interacting protein 2
219947_at42.138695CLEC4A50856C-type lectin domain family 4, member A
219949_at40.146168LRRC279442Leucine-rich repeat containing 2
220253_s_at49.8748LRP1229967Low density lipoprotein-related protein 12
220333_at24.75799PAQR554852Progestin and adipoQ receptor family member V
220858_at40.026302SORBS28470Sorbin and SH3 domain containing 2
222249_at32.831154
222664_at57.42625KCTD1579047Potassium channel tetramerisation domain containing 15
222720_x_at37.01965C1 or f2754953Chromosome 1 open reading frame 27
222738_at49.0615WWC280014WW and C2 domain containing 2
223235_s_at83.11333SMOC264094SPARC related modular calcium binding 2
223553_s_at60.20032DOK379930Docking protein 3
223645_s_at23.843172CYorf15B84663Chromosome Y open reading frame 15B
223985_at25.144203FSD1L83856Fibronectin type III and SPRY domain containing 1-like
223999_at43.358845PPIL223759Peptidylprolyl isomerase (cyclophilin)-like 2
224029_x_at53.921314SCN11A11280Sodium channel, voltage-gated, type XI, α subunit
224135_at28.728426WDR8783889WD repeat domain 87
224370_s_at51.475292CAPS284698Calcyphosine 2
224533_s_at75.15053C6 or f14290523Chromosome 6 open reading frame 142
225627_s_at20.237694CACHD157685Cache domain containing 1
225728_at45.161SORBS28470Sorbin and SH3 domain containing 2
226147_s_at64.73383PIGR5284Polymeric immunoglobulin receptor
226425_at21.041115CLIP479745CAP-GLY domain containing linker protein family, member 4
226435_at23.594818PAPLN89932Papilin, proteoglycan-like sulfated glycoprotein
226591_at29.041143SNRPN6638Small nuclear ribonucleoprotein polypeptide N
227826_s_at47.852997
227925_at29.181805FLJ39051399972Hypothetical gene supported by AK096370
228007_at23.74942C6 or f204387119Chromosome 6 open reading frame 204
228255_at23.693722ALS2CR465062Amyotrophic lateral sclerosis 2 (juvenile) chromosome region, candidate 4
228766_at35.04908CD36948CD36 molecule (thrombospondin receptor)
229495_at24.522652PM20D2135293Peptidase M20 domain containing 2
230245_s_at35.8261LOC283663283663Hypothetical LOC283663
230720_at20.412619RNF182221687Ring finger protein 182
231102_at126.71907CROT54677Carnitine O-octanoyltransferase
231114_at49.288345SPATA2284690Spermatogenesis associated 22
231385_at37.57739DPPA3359787Developmental pluripotency associated 3
231560_at24.556393
231969_at32.270084STOX256977Storkhead box 2
232049_at20.035376
232090_at21.041267LOC100128178100128178Similar to hCG2041313
232397_at116.284195
232481_s_at28.357405SLITRK684189SLIT and NTRK-like family, member 6
232641_at30.381804ZNF596169270Zinc finger protein 596
233721_x_at38.845203
233814_at50.578884EFNA51946Ephrin-A5
233871_at42.2906
233934_at24.12915LOC349160349160Hypothetical protein LOC349160
234030_at36.926117
234980_at21.773212TMEM56148534Transmembrane protein 56
235306_at22.31179GIMAP8155038GTPase, IMAP family member 8
236220_at39.285076
236365_at38.961994
236698_at21.145327
236740_at21.301474
237150_at21.254215
237427_at20.181032
237905_at23.934755KRT25147183Keratin 25
238009_at20.990005
238751_at38.94119
239443_at26.224146PCDHB656130Protocadherin β 6
239447_at44.547733TRA2B6434Transformer 2 β homolog (Drosophila)
239477_at24.663624EFHB151651EF-hand domain family, member B
239698_at24.539743
240120_at20.922508
240214_at31.374973
240466_at24.025442
240964_at21.602964
241829_at27.049297FAM124A220108Family with sequence similarity 124A
241926_s_at51.05444ERG2078v-ets erythroblastosis virus E26 oncogene homolog (avian)
242003_at20.770477ERICH1157697Glutamate-rich 1
242249_at41.35373
242340_at33.86683
242721_at46.80031
242893_at42.70509
243500_at30.1103CASD164921CAS1 domain containing 1
243746_at45.71318IGHMBP23508Immunoglobulin mu binding protein 2
243901_at28.134262ALDOB229Aldolase B, fructose-bisphosphate
244531_at61.498493NNT23530Nicotinamide nucleotide transhydrogenase
1552835_at21.108583DENND1B163486DENN/MADD domain containing 1B
1552927_at22.232943MAP3K7IP3257397Mitogen-activated protein kinase kinase kinase 7 interacting protein 3
1552999_a_at27.387323WFDC10B280664WAP four-disulfide core domain 10B
1554176_a_at23.11273C3 or f33285315Chromosome 3 open reading frame 33
1554001_at41.838184TRIM374591Tripartite motif-containing 37
1554398_at24.453304LYG2254773Lysozyme G-like 2
1555912_at44.85555ST7OT193653ST7 overlapping transcript 1 (non-protein coding)
1556008_a_at47.270073
1556203_a_at30.X93089SRGAP223380SLIT-ROBO Rho GTPase activating protein 2
1556289_at20.807093
1556357_s_at26.665522ERICH1157697Glutamate-rich 1
1556392_a_at22.948168
1556393_at36.13576
1557520_a_at24.872932
1558135_at25.871822TAF116882TAF11 RNA polymerase II, TATA box binding protein (TBP)-associated factor, 28 kDa
1558234_at55.475685FLJ36644400617Hypothetical protein LOC400617
1558574_at26.385082
1558606_s_at20.5551
1558693_s_at29.909445C1 or f85112770Chromosome 1 open reading frame 85
1558815_at49.138927SORBS28470Sorbin and SH3 domain containing 2
1558934_a_at37.3662GTF2H5404672General transcription factor IIH, polypeptide 5
1560048_at32.75761
1560422_at45.097427
1561432_at23.945683
1561882_at42.562286SYTL394120Synaptotagmin-like 3
1562094_at28.180384
1562294_x_at22.353355ANKRD30B374860Ankyrin repeat domain 30B
1562310_at22.610895
1562472_at26.148716
1562742_at59.214592
1562860_at21.426584
1563112_at76.9244FAM120AOS158293Family with sequence similarity 120A opposite strand
1564039_at24.121265ZSCAN23222696Zinc finger and SCAN domain containing 23
1568012_at31.55809CLIP16249CAP-GLY domain containing linker protein 1
1570600_at22.040146

Table III

Genes differentially expressed in the colon carcinoma lymphatic metastasis specimen and the hepatic metastasis specimen.

Table III

Genes differentially expressed in the colon carcinoma lymphatic metastasis specimen and the hepatic metastasis specimen.

Probe set IDFold changeGene symbolEntrez geneGene title
203323_at17.572113CAV2858Caveolin 2
203324_s_at12.488382CAV2858Caveolin 2
203372_s_at38.86711SOCS28835Suppressor of cytokine signaling 2
203543_s_at11.408775KLF9687Kruppel-like factor 9
203561_at28.196625FCGR2A2212Fc fragment of IgG, low affinity IIa, receptor (CD32)
203835_at11.724807LRRC322615Leucine-rich repeat containing 32
204035_at22.833523SCG27857Secretogranin II (chromogranin C)
204069_at18.195318MEIS14211Meis homeobox 1
204682_at12.34678LTBP24053Latent transforming growth factor β binding protein 2
204802_at34.692444RRAD6236Ras-related associated with diabetes
205610_at55.83588MYOM18736Myomesin 1, 185 kDa
205692_s_at10.167213CD38952CD38 molecule
205943_at17.091461TDO26999Tryptophan 2,3-dioxygenase
206022_at31.875471NDP4693Norrie disease (pseudoglioma)
206025_s_at11.98506TNFAIP67130Tumor necrosis factor, α-induced protein 6
206143_at17.525316SLC26A31811Solute carrier family 26, member 3
206488_s_at21.102892CD36948CD36 molecule (thrombospondin receptor)
206654_s_at10.075909POLR3G10622Polymerase (RNA) III (DNA directed) polypeptide G (32 kD)
207089_at34.273483NRAP4892Nebulin-related anchoring protein
207501_s_at19.537613FGF122257Fibroblast growth factor 12
207580_at22.841743MAGEB44115Melanoma antigen family B, 4
208086_s_at25.490797DMD1756Dystrophin
208259_x_at18.155922IFNA73444Interferon, α 7
209576_at32.88002GNAI12770Guanine nucleotide binding protein (G protein), α inhibiting activity polypeptide 1
209652_s_at12.313976PGF5228Placental growth factor
209700_x_at25.640623PDE4DIP9659Phosphodiesterase 4D interacting protein
209776_s_at13.3636875SLC19A16573Solute carrier family 19 (folate transporter), member 1
209821_at20.940786IL3390865Interleukin 33
210077_s_at24.33262SFRS56430Splicing factor, arginine/serine-rich 5
210948_s_at21.301382LEF151176Lymphoid enhancer-binding factor 1
211190_x_at22.055872CD848832CD84 molecule
213423_x_at10.081812TUSC37991Tumor suppressor candidate 3
213428_s_at13.616949COL6A11291Collagen, type VI, α 1
214998_at31.85507AAK122848AP2 associated kinase 1
215495_s_at14.478629SAMD4A23034Sterile α motif domain containing 4A
215513_at17.604755HYMAI57061Hydatidiform mole associated and imprinted (non-protein coding)
215657_at12.403633SLC26A31811Solute carrier family 26, member 3
216466_at13.427488NAV389795Neuron navigator 3
216589_at10.48587LOC390998390998Similar to hCG1644589
216695_s_at18.244976TNKS8658Tankyrase, TRF1-interacting ankyrin-related ADP-ribose polymerase
216757_at10.563152
217157_x_at15.075894IGK3514Immunoglobulin κ locus
IGKC50802Immunoglobulin κ constant
LOC647506647506Similar to Ig κ chain V-I region HK101 precursor
LOC650405650405Similar to Ig κ chain V-I region HK102 precursor
LOC652493652493Similar to Ig κ chain V-I region HK102 precursor
217321_x_at28.0056ATXN34287Ataxin 3
217665_at12.379506
218638_s_at17.851858SPON210417Spondin 2, extracellular matrix protein
220858_at19.423872SORBS28470Sorbin and SH3 domain containing 2
220906_at20.039635
221154_at38.946198TRIM4957093Tripartite motif-containing 49
221541_at11.172807CRISPLD283716Cysteine-rich secretory protein LCCL domain containing 2
221558_s_at10.16347LEF151176Lymphoid enhancer-binding factor 1
31835_at11.370078HRG3273Histidine-rich glycoprotein
223599_at12.111252TRIM6117854Tripartite motif-containing 6
223812_at13.24775FAM178B51252Family with sequence similarity 178, member B
223876_at11.548148SPATA1683893Spermatogenesis associated 16
224024_at22.182268ERGIC157222Endoplasmic reticulum-golgi intermediate compartment (ERGIC) 1
224056_at17.563913
225029_at15.641858LOC550643550643Hypothetical LOC550643
225288_at11.822223COL27A185301Collagen, type XXVII, α 1
226147_s_at150.0156PIGR5284Polymeric immunoglobulin receptor
226828_s_at29.641703HEYL26508 Hairy/enhancer-of-split related with YRPW motif-like
227692_at20.724081GNAI12770Guanine nucleotide binding protein (G protein), α inhibiting activity polypeptide 1
228167_at34.570217KLHL689857Kelch-like 6 (Drosophila)
228275_at21.79044
228547_at23.981333NRXN19378Neurexin 1
229051_at26.098585
229085_at12.635592LRRC3B116135Leucine-rich repeat containing 3B
229199_at10.150482SCN9A6335Sodium channel, voltage-gated, type IX, α subunit
229228_at52.54796CREB59586cAMP responsive element binding protein 5
229381_at11.871673C1 or f64149563Chromosome 1 open reading frame 64
229518_at28.762573FAM46B115572Family with sequence similarity 46, member B
229659_s_at20.485302
229725_at29.211315ACSL623305Acyl-CoA synthetase long-chain family member 6
229968_at13.312329
230261_at16.136084ST8SIA47903ST8 α-N-acetyl-neuraminide α-2,8-sialyltransferase 4
230351_at10.333499LOC283481283481Hypothetical protein LOC283481
230615_at19.222267DUOXA2405753Dual oxidase maturation factor 2
230781_at28.851234
230943_at13.1987SOX1764321SRY (sex determining region Y)-box 17
231749_at11.926773TIMM1326517Translocase of inner mitochondrial membrane 13 homolog (yeast)
231964_at27.403822
232113_at42.29946
232378_at14.133439SLC5A9200010Solute carrier family 5 (sodium/glucose cotransporter), member 9
232408_at11.252221ZFYVE2857732Zinc finger, FYVE domain containing 28
232673_at15.140463LRRFIP29209Leucine-rich repeat (in FLII) interacting protein 2
233586_s_at23.207222KLK1243849Kallikrein-related peptidase 12
233934_at20.81878LOC349160349160Hypothetical protein LOC349160
234233_s_at15.17553
235334_at15.941539ST6GALNAC3256435ST6 (α-N-acetyl-neuraminyl-2,3-β-galactosyl-1,3)-N-acetylgalactosaminide α-2,6-sialyltransferase 3
235764_at17.735975
236105_at11.190036
236191_at34.859856
236762_at13.769478ATP9B374868ATPase, class II, type 9B
236801_at14.398608
237452_at13.013656
237608_at11.315111
238281_at17.088953
238283_at11.590735LOC151658151658Hypothetical LOC151658
238625_at27.370302C1orf168199920Chromosome 1 open reading frame 168
238634_x_at12.341533
238876_at14.355665
239506_s_at30.187277LOC151300151300Hypothetical LOC151300
239823_at10.645902
239883_s_at47.341763ANO4121601Anoctamin 4
239995_at20.010996
240212_at19.915565
240334_at11.40588
240856_at22.449312
241308_at10.37427LOC729589729589Hypothetical LOC729589
241765_at33.79925CPM1368Carboxypeptidase M
241841_at16.08523
242006_at12.057802LCA5167691Leber congenital amaurosis 5
242034_at37.776375FBXL1764839F-box and leucine-rich repeat protein 17
242193_at10.155277LOC100130155100130155Hypothetical protein LOC100130155
242246_x_at17.554796
242316_at27.534788
242509_at21.54953
242906_at27.747772
242943_at14.356349ST8SIA47903ST8 α-N-acetyl-neuraminide α-2,8-sialyltransferase 4
243489_at14.7732115
244009_at10.311149
244074_at12.198139LOC100129104100129104Similar to hydroxyproline-rich glycoprotein VSP-3
244112_x_at17.781418
1552440_at22.730635GPR18211318G protein-coupled receptor 182
1552463_at17.636255SERPINB1189778Serpin peptidase inhibitor, clade B (ovalbumin), member 11 (gene/pseudogene)
1552584_at11.233118IL12RB13594Interleukin 12 receptor, β 1
1553470_at12.427377DNAH178632Dynein, axonemal, heavy chain 17
1553626_a_at15.016963C17orf57124989Chromosome 17 open reading frame 57
1553970_s_at10.47964CEL1056Carboxyl ester lipase (bile salt-stimulated lipase)
1554037_a_at11.989659ZBTB249841Zinc finger and BTB domain containing 24
1554277_s_at10.488272FANCM57697Fanconi anemia, complementation group M
1555745_a_at11.363364LYZ4069Lysozyme (renal amyloidosis)
1554672_at19.961636TTC2679989Tetratricopeptide repeat domain 26
1555002_at22.022196MGC39545403312Hypothetical protein LOC403312
1555022_at25.609352RGS126002Regulator of G-protein signaling 12
1555339_at12.859835RAP1A5906RAP1A, member of RAS oncogene family
1555435_at36.40531AFF427125AF4/FMR2 family, member 4
1556474_a_at52.13133FLJ38379285097Hypothetical FLJ38379
1556877_at25.908909
1556898_at11.959699LOC200830200830Hypothetical protein LOC200830
1556905_at32.662815ZNF57784765Zinc finger protein 577
1557581_x_at10.408871
1557753_at14.301804
1558452_at10.139205TMEM14455314Transmembrane protein 144
1558706_a_at18.524925ATOH884913Atonal homolog 8 (Drosophila)
1558999_x_at17.685259LOC283922283922Pyruvate dehydrogenase phosphatase regulatory subunit pseudogene
PDPR55066Pyruvate dehydrogenase phosphatase regulatory subunit
1559057_at13.380709
1559101_at11.838457FYN2534FYN oncogene related to SRC, FGR, YES
1560756_at22.905785
1560996_at22.832338
1560999_a_at38.31254
1561521_at27.853552S100B6285S100 calcium binding protein B
1561882_at37.053608SYTL394120Synaptotagmin-like 3
1562094_at12.56786
1562165_at10.340052
1562367_at17.341137C15 or f54400360Chromosome 15 open reading frame 54
1562528_at24.569925
1562716_at11.445873LOC284632284632Hypothetical LOC284632
1562990_at15.226481
1563061_at30.11877
1563077_at14.259786
1563612_at25.13671
1563827_at13.029244LOC158434158434Hypothetical protein LOC158434
1564003_at17.397495
1564294_at12.534436
1564299_at25.326767LOC100127940100127940Hypothetical LOC100127940
1564386_at36.96616TXNDC8255220Thioredoxin domain containing 8 (spermatozoa)
1564653_s_at17.913086LEKR1389170Leucine, glutamate and lysine rich 1
1565668_at15.500862TUBA1B10376Tubulin, α 1b
1565755_at22.79346MAP1D254042Methionine aminopeptidase 1D
1566767_at12.185921
1567702_at19.35184
1568696_at24.071138ARMETL1441549Arginine-rich, mutated in early stage tumors-like 1
1569218_at40.51703
1569408_at26.201654EIF2C4192670Eukaryotic translation initiation factor 2C, 4
1569788_at15.160305ST8SIA16489ST8 α-N-acetyl-neuraminide α-2,8-sialyltransferase 1
1570486_at12.096198SOX655553SRY (sex determining region Y)-box 6

Discussion

The purpose of this study was to investigate the heterogeneity in primary colon carcinoma and its corresponding lymphatic and hepatic metastases using GeneChip HGU133Plus2.0 expression arrays (Affymetrix). Our results demonstrate that the genome-wide gene expression varies between primary colon carcinoma and its paired lymphatic and hepatic metastases. In our study, we firstly demonstrate that a high degree of heterogeneity in gene expression exists in primary colon carcinoma and corresponding lymphatic and hepatic metastases.

The main purpose of investigating the heterogeneity found in primary tumors and corresponding metastases is to evaluate the effect of such heterogeneity on the efficacy of anticancer therapy and cancer patient prognosis. As previously discussed (1,16,18), the patient-derived tumor tissue (PDTT) xenograft model, which has a sound establishing method and a retained similarity to the corresponding original donor tumors in histological presentation and biological behavior, including protein expression, tumor biomarker status and genomic and genetic status, has the potential to be an ideal strategy to achieve our purpose. In our previous study, we successfully established PDTT xenograft models of colon carcinoma with lymphatic and hepatic metastases using the same tissue samples from three above-mentioned tumor sites (16). The ideal biological characteristics of such PDTT xenograft models, as previously described (16), led to the consideration that such PDTT models may aid in the investigation of the underlying mechanism of heterogeneity-related anticancer therapy response differences in primary colon carcinoma and corresponding lymphatic and hepatic metastases.

In conclusion, in this study, we investigated the heterogeneity in primary colon carcinoma and corresponding lymphatic and hepatic metastases focusing on genome-wide gene expression, and revealed that there were differences in primary colon carcinoma and matched lymphatic and hepatic metastases. In subsequent studies, further investigation is required to ascertain the heterogeneity of functional genes found in primary colon carcinoma and paired lymphatic and hepatic metastases in a larger group of patients with metastatic colon carcinoma, in order to identify specific functional genes related to lymphatic and hepatic metastases.

Acknowledgements

The present study was supported by the State Key Basic Research and Development Program of China (973 Program, Grant No. 2009CB521704), the National High-tech Research and Development Program of China (863 Program, Grant No. 2006AA02A245), the National Natural Science Foundation of China (Grant No. 81000894), the Zhejiang Provincial Science and Technology Projects (Grant No. 2009C13021, 2011C23087), the Science Research Fund of Shaoxing (Grant No. 2011D10013) and the Science Research Fund of Zhuji (Grant No. 2011CC7874).

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November 2012
Volume 6 Issue 5

Print ISSN: 1791-2997
Online ISSN:1791-3004

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Spandidos Publications style
Lan H, Jin K, Xie B, Han N, Cui B, Cao F and Teng L: Heterogeneity between primary colon carcinoma and paired lymphatic and hepatic metastases. Mol Med Rep 6: 1057-1068, 2012
APA
Lan, H., Jin, K., Xie, B., Han, N., Cui, B., Cao, F., & Teng, L. (2012). Heterogeneity between primary colon carcinoma and paired lymphatic and hepatic metastases. Molecular Medicine Reports, 6, 1057-1068. https://doi.org/10.3892/mmr.2012.1051
MLA
Lan, H., Jin, K., Xie, B., Han, N., Cui, B., Cao, F., Teng, L."Heterogeneity between primary colon carcinoma and paired lymphatic and hepatic metastases". Molecular Medicine Reports 6.5 (2012): 1057-1068.
Chicago
Lan, H., Jin, K., Xie, B., Han, N., Cui, B., Cao, F., Teng, L."Heterogeneity between primary colon carcinoma and paired lymphatic and hepatic metastases". Molecular Medicine Reports 6, no. 5 (2012): 1057-1068. https://doi.org/10.3892/mmr.2012.1051