| Literature DB >> 22894607 |
Anke Van den Broeck1, Lies Gremeaux, Baki Topal, Hugo Vankelecom.
Abstract
BACKGROUND: Therapy resistance remains one of the major challenges to improve the prognosis of patients with pancreatic cancer. Chemoresistant cells, which potentially also display cancer stem cell (CSC) characteristics, can be isolated using the side population (SP) technique. Our aim was to search for a SP in human pancreatic ductal adenocarcinoma (PDAC) and to examine its chemoresistance and CSC(-like) phenotype.Entities:
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Year: 2012 PMID: 22894607 PMCID: PMC3500221 DOI: 10.1186/1471-2407-12-354
Source DB: PubMed Journal: BMC Cancer ISSN: 1471-2407 Impact factor: 4.430
Patients’ characteristics with PDAC used for xenografting
| 101* | F | 45.5 | 2 | 4 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | RCT | 35.4 | 18.5 | 1.5 |
| 110* | M | 77.8 | 2 | 3 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 1.1 | 1.1 | 6.0 |
| 112* | F | 77.8 | 2 | 3 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | CT | 10.1 | 3.6 | 6.8 |
| 127 | M | 52.9 | 2 | 2 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | CT | 37.7 | 34.8 | 6.4 |
| 128* | M | 53.6 | 2 | 3 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | CT | 11.2 | 10.2 | 6.8 |
| 136* | M | 78.4 | 2 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 37.8 | 24.5 | 6.1 |
| 151° | M | 45.9 | 2 | 3 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | CT | 13.5 | 10.3 | 17.6 |
| 169 | F | 80.5 | 2 | 3 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 10.2 | 2.4 | 4.3 |
| 174**,° | M | 66.9 | 2 | 3 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | CT | 43.3 | 19.8 | 2.7 |
| 178** | F | 53.2 | 3 | 4 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | CT | 27.2 | 27.2 | 12.0 |
| 199 | M | 52.2 | 3 | 3 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | CT | 23.5 | 4.9 | 5.0 |
| 207**,° | F | 67.0 | 2 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | CT | 7.2 | 5.5 | 10.0 |
| 218 | F | 62.6 | 3 | 3 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0.3 | 0.3 | 1.4 |
| 223**,° | F | 57.3 | 2 | 2 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 24.5 | 7.4 | 2.0 |
| 229** | F | 73.2 | 3 | 3 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 4.5 | 4.0 | 5.4 |
| 235**,° | F | 57.4 | 1 | 3 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | CT | 19.6 | 7.7 | 2.1 |
| 241**,° | F | 74.6 | 2 | 3 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 6.9 | 2.9 | 2.7 |
* used for microarray analysis; ** used to investigate gemcitabine resistance; ° used for sphere-formation assay.
Abbreviations: F: female; M: male; y: year; p: pathological; G: histopathological grade; T: tumour size; N: lymph node metastasis; M: metastasis; R: resection margin; PNI: perineural invasion; VI: vascular invasion; LVI: lymphovascular invasion; RCT: radiochemotherapy; CT: chemotherapy; OS: overall survival; DFS: disease-free survival; m: month.
Figure 1A SP is present in human PDAC. (A) Hematoxylin-Eosin staining of an original PDAC sample (left) and the corresponding xenograft tumour (right). A representative example is shown. Scale bar = 50 μm. (B) SP identification by FACS (left) and control of the SP phenotype with verapamil (right). A representative example with SP proportions is displayed. Inserts show a SP cell (left) and a MP cell (right) after Cyto Rich Red staining. Scale bar = 1 μm. (C) Boxplot of the SP proportion, with and without verapamil, of all PDAC xenografts analyzed (n = 17). *, p < 0.05. (D) Analysis of CD45 and CD31 expression in the PDAC xenograft SP using FACS. A representative example is shown. Numbers represent the percentage of CD45+ cells and of CD31+ cells within the SP.
Figure 2The SP in human PDAC is resistant to gemcitabine as analyzed(A) SCID mice with corresponding PDAC xenograft tumours treated with vehicle (control or Co, left) or gemcitabine (GEM, right). Tumours measured 276 mm3 and 266 mm3 in the control mouse and 144 mm3 and 123 mm3 in the GEM-treated mouse, respectively. (B) Overview of the data, indicating PDAC xenograft number, percent change in tumour volume after treatment with vehicle (Co) or GEM (response to GEM when >50% reduction), and proportion of SP in the tumours after treatment. (C) Boxplot of SP proportion in the PDAC xenografts of the vehicle-treated control mice (Co) and the mice treated with GEM (n = 7). *, p < 0.05.
Selection of genes differentially expressed in the PDAC xenograft SPMP
| ZAP70 | NM_001079 | zeta-chain (TCR) associated protein kinase 70 kDa | 24.25 | 0.00002 |
| PRKCQ | NM_006257 | protein kinase C, theta | 21.56 | 0.00008 |
| FASLG | NM_000639 | Fas ligand (TNF superfamily, member 6) | 19.56 | 0.00003 |
| LEF1 | NM_000639 | lymphoid enhancer-binding factor 1 | 16.45 | 0.00009 |
| PACSIN1 | NM_020804 | protein kinase C and casein kinase substrate in neurons 1 | 12.47 | 0.00015 |
| MEOX2 | NM_005924 | mesenchyme homeobox 2 | 8.22 | 0.00060 |
| STAT4 | NM_003151 | signal transducer and activator of transcription 4 | 7.46 | 0.00050 |
| EMX2 | NM_003151 | empty spiracles homeobox 2 | 6.87 | 0.00006 |
| SOX11 | NM_003108 | SRY (sex determining region Y)-box 11 | 6.19 | 0.00029 |
| FGF7 | NM_002009 | fibroblast growth factor 7 (keratinocyte growth factor) | 5.74 | 0.00072 |
| FOXG1B | NM_005249 | forkhead box G1B | 5.62 | 0.00019 |
| PKNOX2 | NM_022062 | PBX/knotted 1 homeobox 2 | 5.58 | 0.00017 |
| ITGB3 | NM_000212 | integrin, beta 3 (platelet glycoprotein IIIa, antigen CD61) | 5.35 | 0.00062 |
| KLF12 | NM_007249 | Kruppel-like factor 12 | 5.03 | 0.00048 |
| SNAI2 | NM_003068 | snail homolog 2 (Drosophila) | 4.99 | 0.00079 |
| TIE1 | NM_005424 | tyrosine kinase with immunoglobulin-like and EGF-like domains 1 | 4.76 | 0.00019 |
| IRX2 | AY335940 | iroquois homeobox protein 2 | 4.53 | 0.00010 |
| EFNB2 | NM_004093 | ephrin-B2 | 4.23 | 0.00016 |
| ETS1 | NM_005238 | v-ets erythroblastosis virus E26 oncogene homolog 1 (avian) | 3.95 | 0.00095 |
| BCL2L11 | NM_138621 | BCL2-like 11 | 3.68 | 0.00019 |
| GRB10 | NM_001001555 | growth factor receptor-bound protein 10 | 3.68 | 0.00034 |
| NFIB | NM_005596 | nuclear factor I/B | 3.46 | 0.00010 |
| INHBB | NM_002193 | inhibin, beta B (activin AB beta polypeptide) | 3.32 | 0.00059 |
| TCF7L1 | NM_031283 | transcription factor 7-like 1 (T-cell specific, HMG-box) | 3.14 | 0.00073 |
| EPC2 | NM_053001 | enhancer of polycomb homolog 2 (Drosophila) | 2.95 | 0.00090 |
| GATA1 | NM_002049 | GATA binding protein 1 (globin transcription factor 1) | 2.57 | 0.00082 |
| KITLG | NM_000899 | KIT ligand | 2.50 | 0.00052 |
| ERRFI1 | NM_018948 | ERBB receptor feedback inhibitor 1 | 2.45 | 0.00074 |
| CADM1 | NM_014333 | cell adhesion molecule 1 | −22.84 | 0.00077 |
| TREM2 | NM_018965 | triggering receptor expressed on myeloid cells 2 | −9.90 | 0.00017 |
| ALOX5AP | NM_001629 | arachidonate 5-lipoxygenase-activating protein | −9.32 | 0.00017 |
| PLA2G7 | NM_005084 | phospholipase A2, group VII (platelet-activating factor acetylhydrolase, plasma) | −7.66 | 0.00007 |
| CD74 | NM_004355 | CD74 molecule, major histocompatibility complex, class II invariant chain | −7.28 | 0.00006 |
| MADCAM1 | NM_130760 | mucosal vascular addressin cell adhesion molecule 1 | −6.53 | 0.00004 |
| CD14 | NM_130760 | CD14 molecule | −5.94 | 0.00038 |
| CTSA | NM_000308 | cathepsin A | −3.29 | 0.00068 |
| CTSC | NM_001814 | cathepsin C | −2.97 | 0.00085 |
Gene-function analysis of all differentially expressed genes between PDAC xenograft SP and MP using DAVID
| Gene group 1 | ||
| 1 | TCF7L1 | transcription factor 7-like 1 (T-cell specific, HMG-box) |
| 2 | SNAI2 | snail homolog 2 (Drosophila) |
| 3 | CNOT4 | CCR4-NOT transcription complex, subunit 4 |
| 4 | ZBTB10 | zinc finger and BTB domain containing 10 |
| 5 | KLF12 | Kruppel-like factor 12 |
| 6 | ZFPM2 | zinc finger protein, multitype 2 |
| 7 | STAT4 | signal transducer and activator of transcription 4 |
| 8 | OSR2 | odd-skipped related 2 (Drosophila) |
| 9 | IKZF2 | IKAROS family zinc finger 2 (Helios) |
| 10 | PHF6 | PHD finger protein 6 |
| 11 | ZFHX4 | zinc finger homeobox 4 |
| 12 | SOX11 | SRY (sex determining region Y)-box 11 |
| 13 | CITED4 | Cbp/p300-interacting transactivator, with Glu/Asp-rich carboxy-terminal domain, 4 |
| 14 | ARNTL | aryl hydrocarbon receptor nuclear translocator-like |
| 15 | NFIB | nuclear factor I/B |
| 16 | GATA1 | GATA binding protein 1 (globin transcription factor 1) |
| 17 | ETS | v-ets erythroblastosis virus E26 oncogene homolog 1 (avian) |
| 18 | LEF1 | lymphoid enhancer-binding factor 1 |
| Gene group 2: | ||
| 1 | HLA-DPB1 | major histocompatibility complex, class II, DP beta 1 |
| 2 | MADCAM1 | mucosal vascular addressin cell adhesion molecule 1 |
| 3 | TREM2 | triggering receptor expressed on myeloid cells 2 |
| 4 | EFNB2 | ephrin-B2 |
| 5 | IGSF6 | immunoglobulin superfamily, member 6 |
| 6 | LRFN5 | leucine rich repeat and fibronectin type III domain containing 5 |
| 7 | DSCAM | Down syndrome cell adhesion molecule |
| 8 | JAM2 | junctional adhesion molecule 2 |
| 9 | MDGA1 | MAM domain containing glycosylphosphatidylinositol anchor 1 |
| Gene group 3: | ||
| 1 | PKNOX2 | PBX/knotted 1 homeobox 2 |
| 2 | MEOX2 | mesenchyme homeobox 2 |
| 3 | SPIC | Spi-C transcription factor (Spi-1/PU.1 related) |
| 4 | IRX2 | iroquois homeobox 2 |
| 5 | EMX2 | empty spiracles homeobox 2 |
| | Number of genes | genes |
| Arrhythmogenic rightventricular cardiomyopathy | 4 | GJA1, ITGB3, LEF1, TCFL1 |
| Pathways in cancer | 6 | TCF7L1, KITL, FASL, LEF1, FGF7, ETS1 |
| Adherens junction | 3 | LEF1, SNAI2, TCF7L1 |
| | Number of genes | genes |
| Lysosome | 3 | CTSA, CTSC, SLC11A1 |
| Cell adhesion molecules (CAMs) | 3 | CADM1, HLA-DPB1, MADCAM1 |
Figure 3Interaction network of genes upregulated in the human PDAC SP. STRING analysis of genes upregulated in the human PDAC xenograft SP versus the MP (displayed as ‘evidence view’, i.e. only connected nodes are shown).
Figure 4The human PDAC SP displays higher sphere-forming capacity than the MP. (A) Spheres grown from CD45-/CD31- SP cells (left) and CD45-/CD31- MP cells (right) sorted from human PDAC xenografts. Representative examples are shown. Scale bar = 50 μm. (B) Boxplot of the number of spheres obtained (n = 6). *, p < 0.05.