Evidence map›Paper›PMID 26520397›Full record

ArticleBMC cancer2015

Microarray profiling shows distinct differences between primary tumors and commonly used preclinical models in hepatocellular carcinoma.

Weining Wang, N Gopalakrishna Iyer, Hsien Ts'ung Tay, Yonghui Wu, Tony K H Lim, Lin Zheng, In Chin Song, Chee Keong Kwoh, Hung Huynh, Patrick O B Tan and 1 more

Open access · goldAbstract read
In one paragraph

Article in BMC cancer, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
0.6field-weighted citation impact, top 32% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed, 15 citations in OpenAlex.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors at 5 institutions in 1 country.

Weining WangCellular and Molecular Research, National Cancer Centre, Singapore, 169610, Singapore. wang.weining@u.duke.nus.edu.
N Gopalakrishna IyerCellular and Molecular Research, National Cancer Centre, Singapore, 169610, Singapore. gopaliyer@nccs.com.sg.
Hsien Ts'ung TayDepartment of General Surgery, Singapore General Hospital, 11 Hospital Drive, Singapore, 169608, Singapore. tay.hsien.tsung@sgh.com.sg.
Yonghui WuCellular and Molecular Research, National Cancer Centre, Singapore, 169610, Singapore. yonghui.wu@duke-nus.edu.sg.
Tony K H LimDepartment of Histopathology, Singapore General Hospital, 11 Hospital Drive, Singapore, 169608, Singapore. lim.kiat.hon@sgh.com.sg.
Lin ZhengSingHealth Experimental Medicine Centre (SEMC), Blk 9, Level 3, Outram Road, Singapore, 169608, Singapore. zheng.lin@singhealth.com.sg.
In Chin SongSingHealth Experimental Medicine Centre (SEMC), Blk 9, Level 3, Outram Road, Singapore, 169608, Singapore. song.in.chin@singhealth.com.sg.
Chee Keong KwohDivision of Information Systems, School of Computer Engineering, Nanyang Technological University, Nanyang Avenue, Singapore, 639798, Singapore. asckkwoh@ntu.edu.sg.
Hung HuynhLaboratory of Molecular Endocrinology, Division of Molecular and Cellular Research, National Cancer Centre, 11 Hospital Drive, Singapore, 169610, Singapore. cmrhth@nccs.com.sg.
Patrick O B TanCancer and Stem Cell Biology Program, Duke-NUS Graduate Medical School, 8 College Road, Singapore, 169857, Singapore. gmstanp@nus.edu.sg.
Pierce K H ChowDepartment of Surgical Oncology, National Cancer Centre Singapore, Singapore, 169610, Singapore. pierce.chow@duke-nus.edu.sg.
National Cancer Centre Singapore · SGSingapore General Hospital · SGSingHealth · SGDuke-NUS Medical School · SGNanyang Technological University · SG

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDespite advances in therapeutics, outcomes for hepatocellular carcinoma (HCC) remain poor and there is an urgent need for efficacious systemic therapy. Unfortunately, drugs that are successful in preclinical studies often fail in the clinical setting, and we hypothesize that this is due to functional differences between primary tumors and commonly used preclinical models. In this study, we attempt to answer this question by comparing tumor morphology and gene expression profiles between primary tumors, xenografts and HCC cell lines.

methodsHep G2 cell lines and tumor cells from patient tumor explants were subcutaneously (ectopically) injected into the flank and orthotopically into liver parenchyma of Mus Musculus SCID mice. The mice were euthanized after two weeks. RNA was extracted from the tumors, and gene expression profiling was performed using the Gene Chip Human Genome U133 Plus 2.0. Principal component analyses (PCA) and construction of dendrograms were conducted using Partek genomics suite.

resultsPCA showed that the commonly used HepG2 cell line model and its xenograft counterparts were vastly different from all fresh primary tumors. Expression profiles of primary tumors were also significantly divergent from their counterpart patient-derived xenograft (PDX) models, regardless of the site of implantation. Xenografts from the same primary tumors were more likely to cluster together regardless of site of implantation, although heat maps showed distinct differences in gene expression profiles between orthotopic and ectopic models.

conclusionsThe data presented here challenges the utility of routinely used preclinical models. Models using HepG2 were vastly different from primary tumors and PDXs, suggesting that this is not clinically representative. Surprisingly, site of implantation (orthotopic versus ectopic) resulted in limited impact on gene expression profiles, and in both scenarios xenografts differed significantly from the original primary tumors, challenging the long-held notion that orthotopic PDX model is the gold standard preclinical model for HCC.

Indexed as

Gene Expression ProfilingGene Expression Regulation, NeoplasticTranscriptomeAnimalsCarcinoma, HepatocellularCluster AnalysisComputational BiologyDisease Models, AnimalHep G2 CellsHeterograftsHumansLiver NeoplasmsMice

Identifiers

PMID26520397
PMCPMC4628260
OpenAlexW1911467237

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.