Cited by 2273D Printing in Biomedical ResearchMicrofluidic and Capillary Electrophoresis ApplicationsCancer Cells and Metastasis

The DOI matches its Crossref record; 221 of the 221 references it cites were found in a registry or an index; 78 of the 198 sources its claims cite were checked for support.

Microfluidic modelling of the tumor microenvironment for anti-cancer drug development

Open access

Abstract

Cancer is the leading cause of death worldwide. The complex and disorganized tumor microenvironment makes it very difficult to treat this disease. The most common in vitro drug screening method now is based on 2D culture models which poorly represent actual tumors. Therefore, many 3D tumor models which are more physiologically relevant have been developed to conduct in vitro drug screening and alleviate this situation. Among all these models, the microfluidic tumor model has the unique advantage of recapitulating the tumor microenvironment in a comparatively easier and representative fashion. While there are many review papers available on the related topic of microfluidic tumor models, in this review we aim to focus more on the possibility of generating "clinically actionable information" from these microfluidic systems, besides scientific insight. Our topics cover the tumor microenvironment, conventional 2D and 3D cultures, animal models, and microfluidic tumor models, emphasizing their link to anti-cancer drug discovery and personalized medicine.

Overview

Integrity signals

Registry

Crossref · 10.1039/c8lc00970h

Cites

221 of 221 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Verification

Claims the paper makes

78 of 198 cited sources checked · 24 supported · 4 flagged · accuracy not yet measured

Show all 90 claims

  • It may state two separate claims as one. 55
  • Probably not a substantial claim. 24
68 of 68
  • The paper relies on this without support.

    The deviation in animal models caused by non-human genetic material is impossible to overcome.

    “In addition, the deviation in animal models caused by non-human genetic material seems impossible to be overcome.”
  • The paper relies on this without support.

    Many different non-neoplastic cells exist in the tumor microenvironment and interact with tumor cells.

    “Many different non-neoplastic cells exist in the tumor microenvironment and interact with tumor cells.”
  • The paper relies on this without support.

    No more than 4 fluorescent dyes are usually used simultaneously on a single device due to cross-talking between fluorescent signals.

    “However, due to the concern of cross-talking between fluorescent signals, no more than 4 fluorescent dyes are usually used simultaneously on a single device.”
  • The paper relies on this without support.

    IFP is usually close to zero in normal tissue.

    “It is usually close to zero in normal tissue.”
  • The paper relies on this without support.

    There is usually a hypoxic core of solid tumors due to the abnormal vascular network and high cell density.

    “There is usually a hypoxic core of solid tumors due to the abnormal vascular network and high cell density.”
  • The paper relies on this without support.

    Commercially available cell lines are commonly used in co-culture models.

    “Commercially available cell lines are commonly used in co-culture models.”
  • The paper relies on this without support.

    Animal tests are much more easily approved than clinical testing on human subjects.

    “This is primarily because animal tests are much more easily approved than clinical testing on human subjects.”
7 of 7

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Cancer is ranked both first and second as a cause of death

    Minor

    The abstract calls cancer the leading cause of death worldwide, while the introduction calls it the second leading cause globally.

  • Conflicting descriptions of where tumor hypoxia occurs

    Minor

    One section singles out cells near the tumor periphery as becoming hypoxic because they lack access to a blood vessel; a later section instead describes the tumor core as the usual hypoxic region.

2 of 2

Citations

Cites

Flagged first, then by citations

Show all 217 references

Research works printed but not linked: 17

  1. WHO , Cancer , WHO , 2017
  2. Hegerfeldt, 2002, Cancer Res., 62, 2125
  3. N. Gengenbacher , M.Singhal and H. G.Augustin , Preclinical mouse solid tumour models , Nature Publishing Group , 2017 , vol. 17 12 , pp. 751–765
  4. Mak, 2014, Am. J. Transl. Res., 6, 114
  5. Breslin, 2013, Drug Discovery Today, 18, 240, 10.1016/j.drudis.2012.10.003 · DOI · Paper page
  6. Ahn, 2017, IEEE Trans. Nanotechnol., 1
  7. Khoo, 2016, Sci. Adv., 2, e1600274, 10.1126/sciadv.1600274 · DOI · Paper page
  8. Trietsch, 2013, Lab Chip, 13, 3548, 10.1039/c3lc50210d · DOI · Paper page
  9. Less, 1992, Cancer Res., 52, 6371
  10. Curti, 1993, Cancer Res., 53, 2204
  11. Gutmann, 1992, Cancer Res., 52, 1993
  12. Griffon-Etienne, 1999, Cancer Res., 59, 3776
  13. Leu, 2000, Cancer Res., 60, 4324
  14. Boucher, 1991, Cancer Res., 51, 6691
  15. Boucher, 1990, Cancer Res., 50, 4478
  16. Weigelt, 2005, Nat. Rev. Cancer, 5, 591, 10.1038/nrc1670 · DOI · Paper page
  17. Wang, 2015, Lab Chip, 15, 1445, 10.1039/C4LC01451K · DOI · Paper page

Cited by

Sorted by citations

Items 201–227 of 227

Metadata

Authors
Shang, M., Soon, R. H., Lim, C. T., Khoo, B. L., & Han, J.
Affiliations
  • National University of Singapore (SG)
  • Singapore-MIT Alliance for Research and Technology (SG)
Corresponding author
  • Lim, Chwee Teck
  • Khoo, Bee Luan
  • Han, Jongyoon
Venue
Lab on a Chip
Published
2019
Volume
19
Issue
3
Pages
369-386
ISSN
  • 1473-0189 (ISSN-L)
  • 1473-0197
OpenAlex
W2907333863
Cited by
227
References
217
Citations by year
2026: 12 · 2025: 17 · 2024: 24 · 2023: 36 · 2022: 45 · 2021: 35 · 2020: 36 · 2019: 22
FWCI
2.79
Type
journal article
Language
en
Open access
Locations
  • Lab on a Chip (publishedVersion)
  • PubMed (publishedVersion)
  • DSpace@MIT (Massachusetts Institute of Technology) (submittedVersion, cc-by-nc-sa)
Funders
Mechanobiology Institute, Singapore
Topics
  • Physical Sciences › Engineering › Biomedical Engineering › 3D Printing in Biomedical Research
  • Physical Sciences › Engineering › Biomedical Engineering › Microfluidic and Capillary Electrophoresis Applications
  • Health Sciences › Medicine › Oncology › Cancer Cells and Metastasis
Keywords
tumor microenvironment, microfluidic tumor model, anticancer drug discovery, in vitro drug testing, 3D tumor models, 2D cell culture, animal models, personalized medicine
MeSH terms
Animals, Antineoplastic Agents, Drug Screening Assays, Antitumor, Humans, Lab-On-A-Chip Devices, Tumor Microenvironment

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

A language model drew the claims from the paper on 2026-10-11, under version 3 of the claim definition (model deepseek-v4.1-flash, prompt extract-v3).

A second model labelled each claim on 2026-10-11 (model jev-1.13-20260917, definition revision gold-guideline-v0.2).

Cited sources are checked with a language model’s help (gpt-6-sol).

Statistics and arithmetic are recomputed, not judged.

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