Evidence map›Paper›PMID 38579004›Full record

ArticleScience advances2024

Optical imaging reveals chemotherapy-induced metabolic reprogramming of residual disease and recurrence.

Enakshi D Sunassee, Riley J Deutsch, Victoria W D'Agostino, Pol Castellano-Escuder, Elizabeth A Siebeneck, Olga Ilkayeva, Brian T Crouch, Megan C Madonna, Jeffrey Everitt, James V Alvarez and 3 more

Open access · goldAbstract read
In one paragraph

Article in Science advances, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
3.1field-weighted citation impact, top 8% 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

12 citing papers in PubMed, 11 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Review
  7. Resistance to neoadjuvant chemotherapy in breast cancers: a metabolic perspective.Journal of experimental & clinical cancer research : CR · 2025
    Review
  8. Article
  9. Review
  10. Article
  11. Article
  12. Biophotonics discovery · 2024
    Article
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

13 authors at 3 institutions in 1 country.

Enakshi D SunasseeDepartment of Biomedical Engineering, Duke University, Durham, NC, USA.ORCID 0000-0002-8346-442X
Riley J DeutschDepartment of Biomedical Engineering, Duke University, Durham, NC, USA.ORCID 0000-0001-8483-5029
Victoria W D'AgostinoDepartment of Biomedical Engineering, Duke University, Durham, NC, USA.ORCID 0000-0001-8267-5033
Pol Castellano-EscuderDuke Molecular Physiology Institute and Sarah W. Stedman Nutrition and Metabolism Center, Durham, NC, USA.
Elizabeth A SiebeneckDuke University Trinity College of Arts and Sciences, Durham, NC, USA.ORCID 0009-0001-5096-6570
Olga IlkayevaDuke Molecular Physiology Institute and Sarah W. Stedman Nutrition and Metabolism Center, Durham, NC, USA.ORCID 0000-0002-9779-0883
Brian T CrouchDepartment of Biomedical Engineering, Duke University, Durham, NC, USA.ORCID 0000-0002-2310-6110
Megan C MadonnaDepartment of Biomedical Engineering, Duke University, Durham, NC, USA.ORCID 0000-0001-8297-7672
Jeffrey EverittDepartment of Pathology, School of Medicine, Duke University, Durham, NC, USA.ORCID 0000-0003-0273-6284
James V AlvarezPublic Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, WA, USA.ORCID 0000-0003-2910-7621
Gregory M PalmerDepartment of Radiation Oncology, Duke University, Durham, NC, USA.
Matthew D HirscheyDuke Molecular Physiology Institute and Sarah W. Stedman Nutrition and Metabolism Center, Durham, NC, USA.ORCID 0000-0003-4541-5376
Nirmala RamanujamDepartment of Biomedical Engineering, Duke University, Durham, NC, USA.ORCID 0000-0001-7319-8415
Duke University · USDuke Medical Center · USFred Hutch Cancer Center · US

Funding

Pilot & Feasibility ProgramP30DK124723 · NIDDK · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI CHRISTOPHER B NEWGARD · 2020 to 2026
$11.0M
Development of CapCell Scope for Metabolic Imaging of Tissue Heterogeneity and Therapy ResponseR01EB028148 · NIBIB · DUKE UNIVERSITY · PI ANDREI GOGA, Nirmala Ramanujam · 2019 to 2026
$4.0M
Understanding metabolic and vascular vulnerabilities of residual disease in triple negative breast cancer to inform on treatment strategiesF99CA284283 · NCI · DUKE UNIVERSITY · PI SUNASSEE, ENAKSHI D. · 2023 to 2024
$84k
NIBIB NIH HHS R01 EB028148NIDDK NIH HHS P30 DK124723
6 · The paper itself

Abstract

Fewer than 20% of triple-negative breast cancer patients experience long-term responses to mainstay chemotherapy. Resistant tumor subpopulations use alternative metabolic pathways to escape therapy, survive, and eventually recur. Here, we show in vivo, longitudinal metabolic reprogramming in residual disease and recurrence of triple-negative breast cancer xenografts with varying sensitivities to the chemotherapeutic drug paclitaxel. Optical imaging coupled with metabolomics reported an increase in non-glucose-driven mitochondrial metabolism and an increase in intratumoral metabolic heterogeneity during regression and residual disease in resistant MDA-MB-231 tumors. Conversely, sensitive HCC-1806 tumors were primarily reliant on glucose uptake and minimal changes in metabolism or heterogeneity were observed over the tumors' therapeutic life cycles. Further, day-matched resistant HCC-1806 tumors revealed a higher reliance on mitochondrial metabolism and elevated metabolic heterogeneity compared to sensitive HCC-1806 tumors. Together, metabolic flexibility, increased reliance on mitochondrial metabolism, and increased metabolic heterogeneity are defining characteristics of persistent residual disease, features that will inform the appropriate type and timing of therapies.

Indexed as

Antineoplastic AgentsCarcinoma, HepatocellularLiver NeoplasmsTriple Negative Breast NeoplasmsCell Line, TumorHumansMetabolic ReprogrammingOptical ImagingAntineoplastic Agents

Identifiers

PMID38579004
PMCPMC10997195
OpenAlexW4393973917

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.