Search PubMed⌕ Search

SEARCH · Search PubMed

Results for “Molecular Classification”

Search indexed PubMed citations on genomics, clinical trials, systematic reviews and public health. Explore titles, authors and supplied subject terms, then open the PubMed record.

Quote a phrase for an exact phrase match. Source license links do not imply unrestricted reuse.

At least 1,153 records · Page 64Linked to original sources

The role of cytogenetics in the classification of soft tissue tumours.

Soft tissue tumours represent a heterogeneous group of mesenchymal lesions, and their classification is the subject of continuous debate. Chromosome analysis, molecular cytogenetics and molecular assays may become increasingly useful in diagnosis, and this review summarises advances in the cytogenetic characterisation and classification of soft tissue tumours. Among the group of fibrous lesions, superficial fibromatosis exhibits trisomy 8. This genomic change is also observed in desmoid fibromatosis in association with trisomy 20. Trisomy 11 is the most frequently observed chromosomal aberration in congenital fibrosarcoma. Dermatofibrosarcoma protuberans and giant cell fibroblastoma share a translocation t(17;22), which supports the concept of the existence of a common differentiation pathway. Adipose tissue tumours is the group in which integration of genetics and pathology has been most fruitful. Ordinary lipomas cytogenetically show an abnormal karyotype in about half the cases. Genomic changes of the 11q13 region are observed in hibernoma. Lipoblastoma exhibits a specific 8q rearrangement in 8q11-q13. Loss of material from the region 16q13-qter and 13q deletions are observed in spindle cell/pleomorphic lipomas. The well-differentiated liposarcoma/atypical lipoma group is characterised karyotypically by the presence of one extra ring and/or extra giant chromosome marker. Myxoid and round cell liposarcoma share the same characteristic chromosome change: t(12;16)(q13;p11) in most cases. In the group of smooth muscle lesions most data are derived from uterine leiomyomas, which can be subclassified cytogenetically into seven different types. Half of all leiomyomas are chromosomally normal; the other half have one of six possible consistent chromosome changes. Alveolar rhabdomyosarcoma is characterised cytogenetically by two variant translocations t(2;13)(q35;q14) and t(1;13)(p36;q14). Among tenosynovial tumours, the localised type of giant cell tumour of tendon sheath exhibits two different karyotypic changes. One involves 1p11 in a translocation with chromosome 2 or with another chromosome. A second type involves 16q24. Synovial sarcoma is characterised cytogenetically by a translocation occurring between chromosome 18 and presumably two adjacent loci on the X chromosome. In neural tumours, abnormalities of chromosome 22 have been reported in benign schwannomas and perineuriomas. Malignant peripheral nerve sheath tumours exist in two main forms: sporadic and associated with the NF-1 syndrome. Karyotypes are very complex, but chromosomes 17q and 22q are very often involved. Clear cell sarcoma is characterised cytogenetically and molecularly by a translocation t(12;22)(q13;q12). The Ewing's sarcoma/peripheral neuroectodermal tumour category shows a central karyotypic anomaly represented by the translocation t(11;22). The two variants t(21;22) and t(7;22) are found in some cases. Among cartilaginous lesion, the most frequently described anomaly is the t(9;22)(q22;q12) in extraskeletal myxoid chondrosarcoma. Intra-abdominal desmoplastic small round cell tumour is characterised by a t(11;22)(p13;q12).

Chromosomes, Human↗

Spondylometaphyseal dysplasia, east-African type: a new form of early, severe SMD with rounded vertebrae.

Spondylometaphyseal dysplasias (SMD) are a heterogeneous group of bone dysplasias characterized by vertebral and metaphyseal changes of various severities. We report two unrelated patients of east African origin with a skeletal disorder consisting of 1) severe metaphyseal dysplasia of early onset, sparing hand bones, with bracket-shaped metaphyses; 2) dysplastic pelvis with irregular iliac rim; and 3) oval-shaped vertebral bodies. Contrasting with most types of SMD, the spinal dysplasia is limited to mild changes in the vertebral body shape that tend to soften with time, whereas the iliac rims have a striking lacy appearance. Except for the most common types (Kozlowski type and Schmidt type), most of the literature on SMD deals with single case reports, without longitudinal data, for which molecular definition is still lacking and classification remains unclear. These two patients could belongs to the A4 group in the classification of Maroteaux and Spranger [1991: Pediatr Radiol 2l:293-297], and illustrate the difficulties of a clinical classification of SMD.

Abnormalities, Multiple↗

Proteomic analysis distinguishes basaloid carcinoma as a distinct subtype of nonsmall cell lung carcinoma.

The histopathologic type of lung cancer is known to be correlated with tumor behavior and prognosis. However, this classification is subjective and no specific molecular markers have been identified. The aim of this study was to identify protein markers in different types of nonsmall cell lung cancers. Two-dimensional polyacrylamide gel electrophoresis analysis was performed with paired samples of three squamous cell carcinomas, three adenocarcinomas, four large cell carcinomas, and four basaloid carcinomas. We found that 25 proteins in 14 cases of lung cancer were differentially expressed compared to matched nontumorous lung tissues. Among these 25 proteins, 11 proteins were down-regulated and 14 were up-regulated in these four types of lung cancer. Alloalbumin venezia, selenium-binding protein 1, carbonic dehydratase, heat shock 20KD-like protein, and SM22 alpha protein were down-regulated in all 14 cases of lung cancer examined, whereas alpha enolase was consistently up-regulated. Supervised hierarchical cluster analysis based on the 25 differentially expressed proteins showed that basaloid carcinoma formed one independent group, whereas the other three cancer types were not uniquely classifiable. Our findings suggest that basaloid carcinoma is a unique subtype of nonsmall cell lung carcinoma.

Carcinoma, Non-Small-Cell Lung↗

Life's third domain (Archaea): an established fact or an endangered paradigm?

The three-domain proposal of Woese et al. (Proc. Natl. Acad. Sci. USA 87, 4576 (1990)) divides all living organisms into three primary groups or domains named Archaea (or archaebacteria), Bacteria (or eubacteria), and Eucarya (or eukaryotes), with Eucarya being relatives (or descendants) of Archaea. Although this proposal is currently widely accepted, sequence features and phylogenies derived from many highly conserved proteins are inconsistent with it and point to a close and specific relationship between archaebacteria and gram-positive bacteria, whereas gram-negative bacteria are indicated to be phylogenetically distinct. A closer relationship of archaebacteria to gram-positive bacteria in comparison to gram-negative bacteria is generally seen for the majority of the available gene/protein sequences. To account for these results, and the fact that both archaebacteria and gram-positive bacteria are prokaryotes surrounded by a single cell membrane, I propose that the primary division within prokaryotes is between Monoderm prokaryotes (surrounded by a single membrane) and Diderm prokaryotes (i.e., all true gram-negative bacteria containing both an inner cytoplasmic membrane and an outer membrane). This proposal is consistent with both cell morphology and signature sequences in different proteins. Protein phylogenies and signature sequences also show that all eukaryotic cells have received significant gene contributions from both an archaebacterium and a gram- negative eubacterium. Thus, the hypothesis that archaebacteria and eukaryotes shared a common ancestor exclusive of eubacteria, or that the ancestral eukaryotic cell directly descended from an archaea, is erroneous. These results call into question the validity of the currently popular three-domain proposal and the assignment of a domain status to archaebacteria. A new classifica- tion of organisms consistent with phenotype and macromolecular sequence data is proposed.

Amino Acid Sequence↗

Taxonomic classification of 29 Borrelia burgdorferi strains isolated from patients with Lyme borreliosis: a comparison of five different phenotypic and genotypic typing schemes.

Twenty-nine European and North American Borrelia burgdorferi strains isolated from patients with Lyme borreliosis, were investigated by restriction fragment length polymorphism (RFLP) of two phylogenetically highly conserved chromosomal genes encoding flagellin (fla) and the p60 common antigen (CA), as well as of the plasmid-borne outer surface protein A (ospA) gene. RFLP of the ospA, fla and CA gene revealed five, two and four distinct subspecies-specific patterns, respectively. RFLP classification of the B. burgdorferi strains was compared with four different classification schemes proposed by others: (i) molecular mass profile of OspA and OspB (Adam et al. [1]); (ii) OspA serotyping (Wilske et al. [34]); (iii) genomic fingerprinting on the central region of the B. burgdorferi fla gene (Picken [24]) and (iv) 16S rRNA signature nucleotide analysis (Marconi and Garon [19]). Results obtained with the different methods correlated highly. All strains classified as B. burgdorferi sensu stricto and B. afzelii could be unequivocally identified as one distinct group by all five typing methods. B. garinii isolates, however, were more heterogeneous and according to RFLP of the CA and ospA gene fell into either two or three subgroups. The agreement of the different approaches supports the recent concept that B. burgdorferi sensu lato strains should be delineated to three genomic groups and that B. burgdorferi sensu lato is clonal. All 12 US strains were B. burgdorferi sensu stricto, whereas the 17 European isolates belonged to any of three genospecies. Among European B. burgdorferi isolates there was an association between B. burgforferi genospecies and the clinical manifestation of Lyme borreliosis. B. afzelii strains were found to predominate in 11 skin isolates (75%), whereas all 6 cerebrospinal fluid isolates from patients with neuroborreliosis were B. garinii. These findings support the concept of a strain-dependent organotropism of B. burgdorferi.

Animals↗

Molecular genetic analysis of a small bowel primitive neuroectodermal tumor.

We present a pediatric peripheral primitive neuroectodermal tumor (pPNET) localized exclusively to the small bowel. The tumor presented in an adolescent male and the diagnosis was confirmed by electron microscopy, CD99 immunopositivity, and molecular genetic analysis that demonstrated an EWS-FLI1 type 2 fusion transcript. This case report and a review of the literature underscore the considerable phenotypic overlap in EWS-related tumors in this site and the necessity for molecular genetic analysis to permit accurate classification.

Adolescent↗

Differential diagnosis of Charcot-Marie-Tooth disease and related neuropathies.

The diagnosis of Charcot-Marie-Tooth disease (CMT) and related neuropathies (e. g. Déjèrine-Sottas disease; hereditary neuropathy with liability to pressure palsies) appears to be easy. However, the incredible advances in molecular genetics have greatly complicated the classification of these disorders, and the proper diagnosis of the CMT subtype may be important for correct genetic counselling and prognosis. Moreover, these diseases may be confused with potentially treatable acquired and inherited neuropathies, such as dysimmune neuropathies, familial amyloid polyneuropathy, and Refsum's disease. A number of clinical, laboratory, electrophysiological, morphological and neuroradiological features that may help in the diagnostic process are reviewed in the present paper. DNA investigations are fundamental but need to be properly addressed. Currently, great interest is focused on the role of the immune system in hereditary neuropathies, and surprising findings are coming from research on animal models.

Charcot-Marie-Tooth Disease↗

Immune subtyping of colorectal adenoma identifies a subtype with activated adaptive immunity ahead of progressing to cancer.

BACKGROUND: Colorectal adenomas (CRA) represent precursor lesions with varying risks of malignant transformation. However, molecular subtyping, particularly immune-related classification, remains underexplored in adenomas. This study aims to characterize the immune landscape of CRA through immune subtyping and evaluate its association with cancer progression, gene expression signatures, and functional pathways. METHODS: We conducted a retrospective analysis of transcriptomic data from multiple cohorts of CRA samples. Immune subtypes were identified using non-negative matrix factorization (NMF) based on immune-related genes. Diverse deconvolution algorithms were used to estimate immune cell infiltration. The immune status alteration in premalignant lesion was further consolidated by single-cell transcriptome data. Differential gene expression analysis was performed between subtypes, followed by functional enrichment analyses (Gene Ontology [GO] and Kyoto Encyclopedia of Genes and Genomes [KEGG]). RESULTS: Two distinct immune subtypes were identified: an immune-enriched subtype characterized by high lymphocyte infiltration and elevated expression of immune-related genes, and an immune-deficient subtype with suppressed immune activity. Differential expression analysis revealed significant upregulation of immune response genes (e.g., CD4, CD86, HLA-DRA) in the immune-enriched subtype. GO and KEGG analyses highlighted enrichments in leukocyte transendothelial migration, chemokine signaling, and antigen processing and presentation pathways. Single-cell result revealed an early occurrence of TIGIT activation and exhausted CD8 T cell features in adenoma when compared to normal tissue. CONCLUSION: This study delineates distinct immune subtypes within CRAs. The immune-enriched subtype demonstrates activated adaptive immunity and may reflect a higher potential for immune surveillance, while the immune-deficient subtype exhibits stromal features suggestive of progressive transformation. These findings provide insights into early immune microenvironment alterations and may inform strategies for risk stratification and immunoprevention in colorectal carcinogenesis.

Colorectal adenoma↗

The first case of GOLGA5-RET fusion-positive malignant spindle cell sarcoma of the head and neck responsive to selpercatinib.

Soft-tissue sarcoma (STS) is a rare malignancy that accounts for less than 1% of all cancers, and recent advances in molecular biology have led to its classification based on genomic information. Some RET-rearranged neoplasms have been reported to present pathological features similar to Neurotrophic Tyrosine Kinase Receptor-rearranged spindle cell neoplasms. Here, we report the first case of head and neck spindle cell sarcoma with a GOLGA5-RET fusion that demonstrated a sustained clinical response to selpercatinib, identified through targeted next-generation sequencing (NGS). The patient was a 43 year-old man with a tumor in the arytenoid region that was resected and diagnosed as a malignant spindle cell tumor. Despite initial treatment with surgical resection alone, local recurrence was confirmed, requiring salvage therapy with total laryngectomy and bilateral cervical dissection. Surgical specimen revealed a spindle tumor with a patternless pattern and collagenous stroma. Immunohistochemistry (IHC) with positivity for CD34, bcl-2 (focally), S100, and weak nuclear staining for STAT6, with absence of expression of CK AE1/3, desmin, c-kit, smooth muscle actin, myogenin, synaptophysin, and SOX10. Trk A/B/C were also negative on IHC. Following confirmation of multiple lung metastases, the patient was treated with doxorubicin monotherapy. Targeted NGS identified GOLGA5-RET rearrangement, FGF14 amplification (equivocal), CDKN2B loss, and CDKN2A loss. GOLGA5-RET rearrangements were validated through fluorescence in situ hybridization. The patient subsequently was enrolled in a phase 1/2 trial for the selective RET inhibitor selpercatinib, resulting in a sustained partial response over 5 years. Although solitary fibrous tumor (SFT) was initially considered as a differential diagnosis based on immunohistochemical findings, the lack of strong and diffuse STAT6 expression made this diagnosis unlikely. Subsequent next-generation sequencing (NGS) revealed a RET fusion, leading to the diagnosis of an RET-rearranged spindle cell neoplasm. This case highlights the importance of genomic testing for certain spindle cell sarcomas and the potential benefit of RET-specific inhibitors against RET-altered sarcomas.

Next-generation sequencing↗

Molecular biology of 5-HT receptors.

Within the past six months, isolation of cDNA or genomic clones has been reported for three 5-HT receptors, the 5-HT1C, 5-HT1A and 5-HT2 subtypes. As members of the G protein receptor superfamily, all three 5-HT receptor clones encode single-subunit proteins containing approximately 450 amino acids arrayed as seven interconnected transmembrane segments. Comparisons of 5-HT receptor sequence data with data from other G protein receptors provide suggestions for which amino acids may be involved in the binding of 5-HT and 5-HT antagonists to these receptors, and for certain key amino acids which may help confer 5-HT properties on these receptors. These rapid advances in our molecular understanding of 5-HT receptors also have significant implications for the ongoing debate over 5-HT receptor classification. In this article, Paul Hartig assembles the available molecular data and proposes a speculative model for the structure of G protein-coupled 5-HT receptors.

Animals↗

Serine/threonine phosphatases in the nervous system.

The cloning and sequence determination of cDNAs encoding different types of serine/threonine protein phosphatases has provided a molecular basis for the protein phosphatase classification proposed by Ingebritsen and Cohen. Each of the phosphatases, phosphatase-1, -2A, -2B and -2C, exists as multiple isozymes raising the possibility that isozymes selectively expressed in different tissues may perform specific functions. The recent discovery of potent toxin inhibitors specific for protein phosphatase-1 and -2A will undoubtedly play an important role in the elucidation of the role of these enzymes in neuronal function.

Animals↗

T-cell receptor gene rearrangements and the diagnosis of human T-cell neoplasms.

The rearranging antigen receptor genes of lymphoid cells serve as unique clonal markers of lymphoid neoplasms. Gene rearrangement analysis is a highly sensitive and reproducible tool which is useful in the diagnosis and classification of malignant lymphoma/leukemia. Although clonality can often be determined among B cell neoplasms by virtue of immunoglobulin isotype analysis, no such phenotypic marker of clonality exists for T cells. Therefore, clonality of T lymphoproliferative processes is most readily determined by rearrangement analysis of the T cell antigen receptor genes. The alpha, beta, gamma, and delta genes of the T cell receptor gene family encode heterodimeric surface antigen receptors and undergo rearrangement early in T cell differentiation. Identification of rearrangement of T cell antigen receptor genes provides valuable diagnostic information concerning cellular lineage, clonality and classification of T cell neoplasms. This molecular approach is applicable to the diagnosis of occult disease, relapse, and resolution of diagnostic dilemmas in any type of tissue sample including fluids and needle aspirations.

Gene Rearrangement, T-Lymphocyte↗

How do obligate parasites evolve? A multi-gene phylogenetic analysis of downy mildews.

Plant parasitism has independently evolved as a nutrition strategy in both true fungi and Oomycetes (stramenopiles). A large number of species within phytopathogenic Oomycetes, the so-called downy mildews, are defined as obligate biotrophs since they have not, to date, been cultured on any artificial medium. Other genera like Phytophthora and Pythium can in general be cultured on standard or non-standard agar media. Within all three groups there are many important plant pathogens responsible for severe economic losses as well as damage to natural ecosystems. Although they are important model systems to elucidate the evolution of obligate parasites, the phylogenetic relationships between these genera have not been clearly resolved. Based on the most comprehensive sampling of downy mildew genera to date and a representative sample of Phytophthora subgroups, we inferred the phylogenetic relationships from a multi-gene dataset containing both coding and non-coding nuclear and mitochondrial loci. Phylogenetic analyses were conducted under several optimality criteria and the results were largely consistent between all the methods applied. Strong support is achieved for monophyly of a clade comprising both the genus Phytophthora and the obligate biotrophic species. The facultatively parasitic genus Phytophthora is shown to be at least partly paraphyletic. Monophyly of a cluster nested within Phytophthora containing all obligate parasites is strongly supported. Within the obligate biotrophic downy mildews, four morphologically or ecologically well-defined subgroups receive statistical support: (1) A cluster containing all species with brownish-violet conidiosporangia, i.e., the genera Peronospora and Pseudoperonospora; (2) a clade comprising the genera with vesicular to pyriform haustoria (Basidiophora, Benua, Bremia, Paraperonospora, Plasmopara, Plasmoverna, Protobremia); (3) a group containing species included in Hyaloperonospora and Perofascia which almost exclusively infect Brassicaceae; (4) a clade including the grass parasites Viennotia oplismeni and Graminivora graminicola. Phylogenetic relationships between these four clades are not clearly resolved, and neither is the position of Sclerospora graminicola within the downy mildews. Character analysis indicates an evolutionary scenario of gradually increasing adaptation to plant parasitism in Peronosporales and that at least the most important of these adaptive steps occurred only once, including major host shifts within downy mildews.

Animals↗

Comparative structural and energetic analysis of WW domain-peptide interactions.

WW domains are small globular protein interaction modules found in a wide spectrum of proteins. They recognize their target proteins by binding specifically to short linear peptide motifs that are often proline-rich. To infer the determinants of the ligand binding propensities of WW domains, we analyzed 42 WW domains. We built models of the 3D structures of the WW domains and their peptide complexes by comparative modeling supplemented with experimental data from peptide library screens. The models provide new insights into the orientation and position of the peptide in structures of WW domain-peptide complexes that have not yet been determined experimentally. From a protein interaction property similarity analysis (PIPSA) of the WW domain structures, we show that electrostatic potential is a distinguishing feature of WW domains and we propose a structure-based classification of WW domains that expands the existent ligand-based classification scheme. Application of the comparative molecular field analysis (CoMFA), GRID/GOLPE and comparative binding energy (COMBINE) analysis methods permitted the derivation of quantitative structure-activity relationships (QSARs) that aid in identifying the specificity-determining residues within WW domains and their ligand-recognition motifs. Using these QSARs, a new group-specific sequence feature of WW domains that target arginine-containing peptides was identified. Finally, the QSAR models were applied to the design of a peptide to bind with greater affinity than the known binding peptide sequences of the yRSP5-1 WW domain. The prediction was verified experimentally, providing validation of the QSAR models and demonstrating the possibility of rationally improving peptide affinity for WW domains. The QSAR models may also be applied to the prediction of the specificity of WW domains with uncharacterized ligand-binding properties.

Amino Acid Sequence↗

3D reconstruction and processing of volumetric data in cryo-electron tomography.

A software package is presented that was primarily developed for electron tomography in biological research. It comprises routines for preprocessing micrographs, CTF-correction of images of untilted and tilted specimens, alignment of tilt series, 3D reconstruction, spatial averaging of paracrystalline specimens, alignment of single particles or components of larger macromolecular assemblies, correlation averaging, multivariate statistical analysis, classification, and volume reassembly, in which molecular components in raw tomograms are replaced by averaged versions with higher signal-to-noise ratio. The emphasis for image analysis is placed on the processing of large sets of individual molecular volumes. The design philosophy of the software is both simplicity and interoperability, i.e. to write standalone programs for simple tasks that are combined through shell scripting to provide more complex functionality, and to communicate with other software via common image formats. This paper gives an overview of the current state of the programs and some applications to cryo-electron tomography.

Algorithms↗

Large cell neuroendocrine carcinoma of the lung: Current standards, emerging targets, and translational foundations.

Pulmonary large cell neuroendocrine carcinoma (LCNEC) is one of the most complex and heterogenous clinical entities in thoracic oncology, sharing features with both non-small cell lung cancer (NSLC) and neuroendocrine lung cancers. LCNEC diagnosis and classification relies on evolving histopathological and molecular criteria that define its diagnostic boundaries. Recent advances have confirmed the dual nature of LCNEC, with distinct small cell-like and non-small cell-like molecular characteristics, which guide treatment decisions. In this review, we synthesize current evidence on the diagnosis, molecular characterization, and multimodality management of LCNEC to provide a comprehensive framework for clinical and translational decision-making. A comprehensive literature search was conducted using the PubMed database with no date restrictions, last updated on 12th of April 2026. Articles were selected based on relevance to the diagnosis, molecular characterization, and management of pulmonary LCNEC. Emphasis was placed on studies providing clinical, pathological, and molecular insights into the field. In this review, we summarize contemporary diagnostic approaches, including the expanding role of immunohistochemistry, next‑generation sequencing, and integrated morpho‑molecular assessment. This review represents a consolidated update on LCNEC genomic and transcriptional landscapes, and actionable molecular alterations that are anticipated to impact treatment decisions. Additionally, it provides a state-of-the-art overview of multimodality management, covering surgical approaches, radiotherapy, perioperative therapy, systemic treatment, and the emerging role of immunotherapy. Despite incremental progress, LCNEC remains constrained by limited prospective data and lack of consensus on optimal treatment pathways. By conducting literature review, we identified persistent gaps in LCNEC published data and hereby highlight key priorities for future research.

Humans↗

Marine fungal lineages in the Hypocreomycetidae.

Phylogenetic analyses of DNA sequences from protein coding and ribosomal nuclear loci support the placement of a number of marine fungal species associated with a well-supported clade containing fungicolous species of Melanospora and wood inhabiting Coronophorales. Three subclades containing marine species were recovered including Torpedospora radiata plus T. ambispinosa, Swampomyces species plus Juncigena adarca, and two Etheirophora species plus additional Swampomyces species. The monophyly of these three subclades, as well as a subclade containing representatives of Coronophorales and Melanospora, is well supported statistically. However, relationships among the different subclades remain largely unresolved. A sister relationship for this group with Hypocreales is significantly supported by Bayesian and ML methods. In addition to the Halospheariales and Lulworthiales, this clade, which is characterized by considerable morphological and ecological diversity, represents a third major clade of marine Sordariomycetes.

Ascomycota↗

[DNA microarrays for gene expression profiling of breast cancer: principles and prognostic applications].

Breast cancer is a major health problem in developed countries. Pathological and clinical heterogeneity, partly responsible of therapeutic failures, reflects its poorly documented complex and combinatory molecular basis. Thorough molecular typing could allow not only better tackling that diversity and improving the current prognostic classifications, but also could help in the identification of new molecular therapeutic targets. The recently developed DNA microarray technology allows the analysis of the RNA expression of several thousands of genes simultaneously in a sample. Recent studies have shown the promising prognostic impact of gene expression profiling in breast cancer by identifying new prognostic subclasses unidentifiable by conventional parameters.

Breast Neoplasms↗