Breast cancer cohort study identifies an effective, non-invasive, breath-based diagnostic linked to cellular environment-dependent, novel methylation metabolisms
Theo IssittiD, Amy HarmensiD, Andrew S. MasoniD, James L. TurvilliD, Jenny Piper, Sean T. SweeneyiD, William J. BrackenburyiD, Kelly R. RedekeriD
Abstract
Volatile organic compounds (VOCs) demonstrate promise as non-invasive diagnostic tools. However, lack of mechanistically linked VOCs with biomarker discovery platforms limit delivery to the clinic. In this cohort-based study, we observed significant alterations of chloride-containing volatile fluxes, inclusive of methyl chloride (MeCl), in the breath of cancer patients that are consistent with our newly described metabolic model, derived through in vitro cellular assays and in vivo mice models. The diagnostic accuracy of this cohort study (60 patients) is equivalent to mammogram approaches. This newly identified and novel metabolism along with associated diagnostic biomarkers were initially identified through headspace studies of breast cancer cell lines which were deprived of serum, glucose or oxygen, similar to cellular conditions in tumors. In these cellular assays MeCl was consistently informative of cellular stress. Under resource limited conditions cellular production of MeCl was significantly reduced, and in several cases, cellular metabolism shifted to consumption. We present a new "push-pull" model in which cellular production of MeCl is linked to cellular methylation potential and methyl-transferase activity while consumption of MeCl is associated with methionine generation. Neither consumption nor production metabolisms have been described or quantified in humans or human tissues previously. The cellular headspace-derived model was tested using xenograft tumour bearing mice, which demonstrated reduced MeCl production, consistent with this model This work therefore presents a potentially powerful breath biomarker for cancer that translates from cellular and mice models through to human subjects. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=143 SRC="FIGDIR/small/726956v1_ufig1.gif" ALT="Figure 1"> View larger version (27K): org.highwire.dtl.DTLVardef@71fcdeorg.highwire.dtl.DTLVardef@1905726org.highwire.dtl.DTLVardef@149bb10org.highwire.dtl.DTLVardef@1981c33_HPS_FORMAT_FIGEXP M_FIG C_FIG HighlightsO_LI(Poly)chloromethane compounds, including methyl chloride and chloroform, are indicative of cancer status in breath sampled from breast cancer clinic patients C_LIO_LIGlucose, serum and oxygen starvation induce significant changes in cellular metabolic fluxes C_LIO_LIReduced methyl chloride production is indicative of cellular stress in vitro C_LIO_LIMethyl chloride production is linked to cellular methylation activity C_LIO_LIMethyl chloride consumption is linked to methionine synthesis, cellular enrichment in chloride concentration, and enhanced chloroform fluxes C_LIO_LIMethyl chloride fluxes in in vitro cell cultures under pathophysiologically relevant conditions translate to the breath of tumour bearing mice C_LI
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 0
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Hypoxic volatile metabolic markers in the MDA-MB-231 breast cancer cell line
T. Issitt, M. Reilly, … K. Redeker·bioRxiv·Mar 2, 2023
- Development of methylation-based biomarkers for breast cancer detection by model training and validation in synthetic cell-free DNA
S. M. de Proce, M. Adamowicz, … T. J. Aitman·bioRxiv·Feb 11, 2022
- Divergent use of metabolic fluxes in breast cancer metastasis
- Engineering genetically-encoded synthetic biomarkers for breath-based cancer detection
O. Vermesh, A. D'Souza, … S. S. Gambhir·bioRxiv·Sep 1, 2021
- Mitochondrial one-carbon enzyme MTHFD1L sustains stemness and metastatic progression in breast cancer
Hirokazu KUSUNOKI, Tsunaki Hongu, … Noriko Gotoh·bioRxiv·Jun 19, 2026
- Harnessing insect olfactory neural circuits for noninvasive detection of human cancer