Single-Nuclei Transcriptome Profiling Reveals Intra-Tumoral Heterogeneity and Characterizes Tumor Microenvironment Architecture in a Murine Melanoma Model.


Journal

International journal of molecular sciences
ISSN: 1422-0067
Titre abrégé: Int J Mol Sci
Pays: Switzerland
ID NLM: 101092791

Informations de publication

Date de publication:
18 Oct 2024
Historique:
received: 22 09 2024
revised: 08 10 2024
accepted: 12 10 2024
medline: 26 10 2024
pubmed: 26 10 2024
entrez: 26 10 2024
Statut: epublish

Résumé

Malignant melanoma is an aggressive cancer, with a high risk of metastasis and mortality rates, characterized by cancer cell heterogeneity and complex tumor microenvironment (TME). Single cell biology is an ideal and powerful tool to address these features at a molecular level. However, this approach requires enzymatic cell dissociation that can influence cellular coverage. By contrast, single nucleus RNA sequencing (snRNA-seq) has substantial advantages including compatibility with frozen samples and the elimination of a dissociation-induced, transcriptional stress response. To better profile and understand the functional diversity of different cellular components in melanoma progression, we performed snRNA-seq of 16,839 nuclei obtained from tumor samples along the growth of murine syngeneic melanoma model carrying a BRAFV600E mutation and collected 9 days or 23 days after subcutaneous cell injection. We defined 11 different subtypes of functional cell clusters among malignant cells and 5 different subsets of myeloid cells that display distinct global transcriptional program and different enrichment in early or advanced stage of tumor growth, confirming that this approach was useful to accurately identify intratumor heterogeneity and dynamics during tumor evolution. The current study offers a deep insight into the biology of melanoma highlighting TME reprogramming through tumor initiation and progression, underlying further discovery of new TME biomarkers which may be potentially druggable.

Identifiants

pubmed: 39457009
pii: ijms252011228
doi: 10.3390/ijms252011228
pii:
doi:

Substances chimiques

Proto-Oncogene Proteins B-raf EC 2.7.11.1

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Subventions

Organisme : AIRC
ID : 22910
Organisme : Ministero dell'Università e Ricerca
ID : PRIN 2022 grant 2022HREZJT
Organisme : Ministero dell'Università e Ricerca
ID : PRIN 2022 PNNR grant P2022BR3SP
Organisme : Ministero dell'Università e Ricerca
ID : PNRR 3F 4 Health
Organisme : FPRC 5xmille MIUR
ID : Proactive

Auteurs

Sushant Parab (S)

Department of Oncology, University of Torino, 10060 Candiolo, Italy.
Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy.

Valery Sarlo (V)

Department of Oncology, University of Torino, 10060 Candiolo, Italy.
Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy.

Sonia Capellero (S)

Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy.
Department of Veterinary Science, University of Torino, 10095 Grugliasco, Italy.

Luca Palmiotto (L)

Department of Oncology, University of Torino, 10060 Candiolo, Italy.
Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy.

Alice Bartolini (A)

Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy.

Daniela Cantarella (D)

Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy.

Marcello Turi (M)

Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy.

Annamaria Gullà (A)

Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy.

Elena Grassi (E)

Department of Oncology, University of Torino, 10060 Candiolo, Italy.
Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy.

Chiara Lazzari (C)

Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy.

Marco Rubatto (M)

Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy.

Vanesa Gregorc (V)

Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy.

Fabrizio Carnevale-Schianca (F)

Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy.

Martina Olivero (M)

Department of Oncology, University of Torino, 10060 Candiolo, Italy.

Federico Bussolino (F)

Department of Oncology, University of Torino, 10060 Candiolo, Italy.
Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy.

Valentina Comunanza (V)

Department of Oncology, University of Torino, 10060 Candiolo, Italy.
Candiolo Cancer Institute, FPO-IRCCS, 10060 Candiolo, Italy.

Articles similaires

Robotic Surgical Procedures Animals Humans Telemedicine Models, Animal

Odour generalisation and detection dog training.

Lyn Caldicott, Thomas W Pike, Helen E Zulch et al.
1.00
Animals Odorants Dogs Generalization, Psychological Smell
Animals TOR Serine-Threonine Kinases Colorectal Neoplasms Colitis Mice
Animals Tail Swine Behavior, Animal Animal Husbandry

Classifications MeSH