Evidence map›Paper›PMID 35578327›Full record

ArticleCancer & metabolism2022

Metabolic flux analysis of 3D spheroids reveals significant differences in glucose metabolism from matched 2D cultures of colorectal cancer and pancreatic ductal adenocarcinoma cell lines.

Tia R Tidwell, Gro V Røsland, Karl Johan Tronstad, Kjetil Søreide, Hanne R Hagland

Open access · goldAbstract read
In one paragraph

Article in Cancer & metabolism, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 47 papers.

0numbers the graph read from it
0cells of the map it votes in
47citing papers in PubMed
5.9field-weighted citation impact, top 3% 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

47 citing papers in PubMed, 72 citations in OpenAlex.

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4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

5 authors at 4 institutions in 1 country.

Tia R TidwellDepartment of Chemistry, Bioscience and Environmental Engineering, University of Stavanger, Stavanger, Norway.
Gro V RøslandDepartment of Biomedicine, University of Bergen, Bergen, Norway.
Karl Johan TronstadDepartment of Biomedicine, University of Bergen, Bergen, Norway.
Kjetil SøreideDepartment of Gastrointestinal Surgery, Stavanger University Hospital, Stavanger, Norway.
Hanne R HaglandDepartment of Chemistry, Bioscience and Environmental Engineering, University of Stavanger, Stavanger, Norway. hanne.r.hagland@uis.no.ORCID http://orcid.org/0000-0002-7470-1358
University of Stavanger · NOHaukeland University Hospital · NOStavanger University Hospital · NOUniversity of Bergen · NO

Funding

PLOGEN IN-11336Stavanger University fund PR-10278Universitetet i Stavanger PhD position
6 · The paper itself

Abstract

backgroundMost in vitro cancer cell experiments have been performed using 2D models. However, 3D spheroid cultures are increasingly favored for being more representative of in vivo tumor conditions. To overcome the translational challenges with 2D cell cultures, 3D systems better model more complex cell-to-cell contact and nutrient levels present in a tumor, improving our understanding of cancer complexity. Despite this need, there are few reports on how 3D cultures differ metabolically from 2D cultures.

methodsWell-described cell lines from colorectal cancer (HCT116 and SW948) and pancreatic ductal adenocarcinoma (Panc-1 and MIA-Pa-Ca-2) were used to investigate metabolism in 3D spheroid models. The metabolic variation under normal glucose conditions were investigated comparing 2D and 3D cultures by metabolic flux analysis and expression of key metabolic proteins.

resultsWe find significant differences in glucose metabolism of 3D cultures compared to 2D cultures, both related to glycolysis and oxidative phosphorylation. Spheroids have higher ATP-linked respiration in standard nutrient conditions and higher non-aerobic ATP production in the absence of supplemented glucose. In addition, ATP-linked respiration is significantly inversely correlated with OCR/ECAR (p = 0.0096). Mitochondrial transport protein, TOMM20, expression decreases in all spheroid models compared to 2D, and monocarboxylate transporter (MCT) expression increases in 3 of the 4 spheroid models.

conclusionsIn this study of CRC and PDAC cell lines, we demonstrate that glucose metabolism in 3D spheroids differs significantly from 2D cultures, both in terms of glycolytic and oxidative phosphorylation metrics. The metabolic phenotype shift from 2D to 3D culture in one cell line is greater than the phenotypic differences between each cell line and tumor source. The results herein emphasize the need to use 3D cell models for investigating nutrient utilization and metabolic flux for a better understanding of tumor metabolism and potential metabolic therapeutic targets.

Indexed as

2D cell culture3D cell cultureMetabolismMitochondria

Identifiers

PMID35578327
PMCPMC9109327
OpenAlexW4280518476

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LicenceCC BY
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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.