Loading publication...

Noodle always counts identifier-free feature events for service operation. With your permission, Google Analytics can also estimate audience and engagement. Search text, publication identifiers, cookies, IP addresses and browser fingerprints are never included in Noodle's first-party event counters.

Privacy details

Article

Deciphering Tumor Heterogeneity in Hepatocellular Carcinoma (HCC)—Multi-Omic and Singulomic Approaches

1 Jan 2021

Abstract excerpt

Tumor heterogeneity, a key hallmark of hepatocellular carcinomas (HCCs), poses a significant challenge to developing effective therapies or predicting clinical outcomes in HCC. Recent advances in next-generation sequencing-based multi-omic and single cell analysis technologies have enabled us to develop high-resolution atlases of tumors and pull back the curtain on tumor heterogeneity. By combining multiregion...

Read the complete abstract on PubMed

Topics

Share this publication in a Topic to start or enrich a Post.

Share to Cancer Genomics and Diagnostics
Share to Ferroptosis and cancer prognosis
Share to Hepatocellular Carcinoma Treatment and Prognosis

Methodology Data sources Editorial policy Privacy About Contact Helena Bioinformatics

Source

Identifiers

PMID: 33764481
DOI: 10.1055/s-0040-1722261

Provenance

PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 2 Sept 2026.

Related research

Semantic proximity does not establish scientific evidence.

Research trail→

Click a neighbor to travelStep 1 · 12 closest

Deciphering Tumor Heterogeneity in Hepatocellular Carcinoma (HCC)—Multi-Omic and Singulomic ApproachesPMID 33764481Read ↗

Cellular heterogeneity and plasticity in liver cancerSemantic proximity Read ↗

The Endless Sources of Hepatocellular Carcinoma HeterogeneitySemantic proximity Read ↗

Single-Cell Sequencing in Cancer: Recent Applications to Immunogenomics and Multi-omics ToolsSemantic proximity Read ↗

Single-cell multi-omics in cancer immunotherapy: from tumor heterogeneity to personalized precision treatmentSemantic proximity Read ↗

Integration of multi-omics approaches in exploring intra-tumoral heterogeneitySemantic proximity Read ↗

Intratumoral heterogeneity of hepatocellular carcinoma: From single-cell to population-based studiesSemantic proximity Read ↗

The significance of intertumor and intratumor heterogeneity in liver cancer.Semantic proximity Read ↗

Emerging Understanding of Multiscale Tumor HeterogeneitySemantic proximity Read ↗

Decoding Tumor Heterogeneity through Multi Omics: Insights into Cancer Evolution, Microenvironment and Therapy ResistanceSemantic proximity Read ↗

Multi-omics integration defines an ECM-associated intratumoral heterogeneity signature enabling prognosis assessment and therapeutic stratification in hepatocellular carcinoma.Semantic proximity Read ↗

Genomic and the tumor microenvironment heterogeneity in multifocal hepatocellular carcinomaSemantic proximity Read ↗

Application of Single-Cell Multi-Omics in Dissecting Cancer Cell Plasticity and Tumor HeterogeneitySemantic proximity Read ↗

⌁Select a neighboring publication to make it the new centre.