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1.
Analyst ; 148(9): 1948-1953, 2023 May 02.
Artículo en Inglés | MEDLINE | ID: mdl-37067098

RESUMEN

A machine learning algorithm (MLA) has predicted the prognosis of oral potentially malignant lesions and discriminated between lymph node tissue and metastatic oral squamous cell carcinoma (OSCC). The MLA analyses metrics, which are ratios of Fourier transform infrared absorbances, and identifies key wavenumbers that can be associated with molecular biomarkers. The wider efficacy of the MLA is now shown in the more complex primary OSCC tumour setting, where it is able to identify seven types of tissue. Three epithelial and four non-epithelial tissue types were discriminated from each other with sensitivities between 82% and 96% and specificities between 90% and 99%. The wavenumbers involved in the five best discriminating metrics for each tissue type were tightly grouped, indicating that small changes in the spectral profiles of the different tissue types are important. The number of samples used in this study was small, but the information will provide a basis for further, larger investigations.


Asunto(s)
Carcinoma de Células Escamosas , Neoplasias de la Boca , Humanos , Neoplasias de la Boca/patología , Carcinoma de Células Escamosas/patología , Espectroscopía Infrarroja por Transformada de Fourier , Algoritmos
2.
Analyst ; 148(17): 4189-4194, 2023 Aug 21.
Artículo en Inglés | MEDLINE | ID: mdl-37529901

RESUMEN

A regression-based fusion algorithm has been used to merge hyperspectral Fourier transform infrared (FTIR) data with an H&E image of oral squamous cell carcinoma metastases in cervical lymphoid nodal tissue. This provides insight into the success of the ratio of FTIR absorbances at 1252 cm-1 and 1285 cm-1 in discriminating between these tissue types. The success is due to absorbances at these two wavenumbers being dominated by contributions from DNA and collagen, respectively. A pixel-by-pixel fit of the fused spectra to the FTIR spectra of collagen, DNA and cytokeratin reveals the contributions of these molecules to the tissue at high spatial resolution.


Asunto(s)
Carcinoma de Células Escamosas , Neoplasias de la Boca , Humanos , Microscopía , Carcinoma de Células Escamosas/patología , Colágeno , Algoritmos , Espectroscopía Infrarroja por Transformada de Fourier/métodos
3.
Analyst ; 146(19): 5848-5854, 2021 Sep 27.
Artículo en Inglés | MEDLINE | ID: mdl-34498612

RESUMEN

It is shown that a pixel-level image fusion technique can produce images that combine the spatial resolution of optical microscopy images of haematoxylin and eosin (H&E) stained tissue with the chemical information in Fourier transform infrared (FTIR) images. The fused images show minimal distortion and the higher spatial resolution of the H&E images overcomes the diffraction limit on the spatial resolution of the FTIR images. A consideration of the FTIR spectra of nucleic acids and collagen can explain the changes in contrast between non-cancerous oral epithelium and underlying stroma within fused images formed by combining an H&E stain of oral tissue with FTIR images of the tissue obtained at a number of wavenumbers.


Asunto(s)
Tejido Conectivo , Microscopía , Colágeno , Análisis de Fourier , Espectroscopía Infrarroja por Transformada de Fourier
4.
Analyst ; 146(15): 4895-4904, 2021 Jul 26.
Artículo en Inglés | MEDLINE | ID: mdl-34241603

RESUMEN

A novel machine learning algorithm is shown to accurately discriminate between oral squamous cell carcinoma (OSCC) nodal metastases and surrounding lymphoid tissue on the basis of a single metric, the ratio of Fourier transform infrared (FTIR) absorption intensities at 1252 cm-1 and 1285 cm-1. The metric yields discriminating sensitivities, specificities and precision of 98.8 ± 0.1%, 99.89 ± 0.01% and 99.78 ± 0.02% respectively, and an area under receiver operator characteristic (AUC) of 0.9935 ± 0.0006. The delineation of the OSCC and lymphoid tissue revealed by the image formed from the metric is in better agreement with an immunohistochemistry (IHC) stained image than are either of the FTIR images obtained at the individual wavenumbers. Scanning near-field optical microscopy (SNOM) images of the tissue obtained at a number of key wavenumbers, with high spatial resolution, show variations in the chemical structure of the tissue with a feature size down to ∼4 µm. The image formed from the ratio of the SNOM images obtained at 1252 cm-1 and 1285 cm-1 shows more contrast than the SNOM images obtained at these or a number of other individual wavenumbers. The discrimination between the two tissue types is dominated by the contribution from the 1252 cm-1 signal, which is representative of nucleic acids, and this shows the OSCC tissue to be accompanied by two wide arcs of tissue which are particularly low in nucleic acids. Haematoxylin and eosin (H&E) staining shows the tumour core in this specimen to be ∼40 µm wide and the SNOM topography shows that the core centre is raised by ∼1 µm compared to the surrounding tissue. Line profiles of the SNOM signal intensity taken through the highly keratinised core show that the increase in height correlates with an increase in the protein signal. SNOM line profiles show that the nucleic acids signal decreases at the centre of the tumour core between two peaks of higher intensity. All these nucleic acid features are ∼25 µm wide, roughly the width of two cancer cells.


Asunto(s)
Carcinoma de Células Escamosas , Neoplasias de la Boca , Algoritmos , Humanos , Microscopía , Neoplasias de la Boca/diagnóstico , Espectroscopía Infrarroja por Transformada de Fourier
5.
Adv Anat Pathol ; 27(2): 51-60, 2020 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-31876536

RESUMEN

Since the first description of sinonasal undifferentiated carcinoma (SNUC) as a distinctive highly aggressive sinonasal neoplasm with probable origin from the sinonasal mucosa (Schneiderian epithelium), SNUC has been the subject of ongoing study and controversy. In particular, the SNUC category gradually became a "wastebasket" for any undifferentiated or unclassifiable sinonasal malignancy of definite or probable epithelial origin. However, with the availability of more specific and sensitive immunohistochemical antibodies and increasing implementation of novel genetic tools, the historical SNUC category became the subject of progressive subdivision leading to recognition of specific genetically defined, reproducible subtypes. These recently recognized entities are characterized by distinctive genetic aberrations including NUTM1-rearranged carcinoma (NUT carcinoma) and carcinomas associated with inactivation of different members of the SWI/SNF chromatin-remodeling gene complex such as SMARCB1-deficient and less frequently SMARCA4-deficient carcinoma. The ring became almost closed, with recent studies highlighting frequent oncogenic IDH2 mutations in the vast majority of histologically defined SNUCs, with a frequency of 82%. A review of these cases suggests the possibility that "true SNUC" probably represents a distinctive neoplastic disease entity, morphologically, phenotypically, and genetically. This review addresses this topic from a historical perspective, with a focus on recently recognized genetically defined subsets within the SNUC spectrum.


Asunto(s)
Biomarcadores de Tumor/genética , Carcinoma/diagnóstico , Carcinoma/epidemiología , Carcinoma/genética , ADN Helicasas/genética , Humanos , Neoplasias del Seno Maxilar/diagnóstico , Neoplasias del Seno Maxilar/epidemiología , Neoplasias del Seno Maxilar/genética , Proteínas Nucleares/genética , Proteína SMARCB1/genética , Factores de Transcripción/genética
6.
Mol Biol Rep ; 47(5): 3987-3992, 2020 May.
Artículo en Inglés | MEDLINE | ID: mdl-32236893

RESUMEN

iRhom2 is an inactive rhomboid protease involved in diverse signalling events. It has been implicated in the pathogenesis of a number of cancer types, including oesophageal and ovarian cancer, while its closely associated family member, iRhom1, is implicated in head and neck cancer. However, a role for iRhom2 in head and neck cancer has not been investigated. Immunoblotting for iRhom2 in 54 oral squamous cell carcinoma (OSCC) and 24 paired normal tissues demonstrated higher levels of iRhom2 protein in tumour compared with normal samples (P < 0.05). iRhom2 over-expression correlated with poor patient survival (P < 0.0005) but with no other clinicopathological variable. Increased cell migration was observed in stably over-expressing iRhom2 clones of OSCC cell lines in the absence of increased cell proliferation, but not in the normal oral keratinocyte cell line, NOK-hTERT, and this was abrogated by knock-down of iRhom2. iRhom2 protein expression is increased in a proportion of OSCC and this up-regulation is associated with faster cell migration and decreased patient survival. These data implicate iRhom2-controlled signalling events in the pathogenesis of this cancer.


Asunto(s)
Péptidos y Proteínas de Señalización Intracelular/genética , Neoplasias de la Boca/genética , Neoplasias de la Boca/metabolismo , Carcinoma de Células Escamosas de Cabeza y Cuello/genética , Carcinoma de Células Escamosas de Cabeza y Cuello/metabolismo , Proteína ADAM17/genética , Proteína ADAM17/metabolismo , Proteínas Portadoras/genética , Línea Celular Tumoral , Movimiento Celular/genética , Proliferación Celular/genética , Humanos , Péptidos y Proteínas de Señalización Intracelular/metabolismo , Estimación de Kaplan-Meier , Neoplasias de la Boca/patología , Transducción de Señal , Carcinoma de Células Escamosas de Cabeza y Cuello/patología
7.
Adv Anat Pathol ; 26(4): 246-250, 2019 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-31033507

RESUMEN

Well-differentiated neuroendocrine carcinoma (also known as "carcinoid") of the larynx is an exceedingly rare tumor that has an epithelial origin. These tumors are malignant and have a low, but definite, risk of metastasis. Although it can be challenging, this tumor should be differentiated from moderately differentiated neuroendocrine carcinoma (also known as "atypical carcinoid"). The clinical and pathologic features of this tumor, as well as treatment and prognosis, are reviewed in detail.


Asunto(s)
Tumor Carcinoide/patología , Carcinoma Neuroendocrino/patología , Neoplasias Laríngeas/patología , Laringe/patología , Tumores Neuroendocrinos/patología , Tumor Carcinoide/diagnóstico , Carcinoma Neuroendocrino/diagnóstico , Humanos , Neoplasias Laríngeas/diagnóstico , Tumores Neuroendocrinos/diagnóstico , Incertidumbre
8.
Ultrastruct Pathol ; 42(6): 465-476, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-30526219

RESUMEN

Salivary myoepithelial cells bear particular appendages and are involved in processes that have received incomplete attention in previous reviews. Here, cilia on myoepithelial cells are reviewed as regards substructure, occurrence, detection (electron microscopy, double immunofluorescence together with confocal microscopy), and roles (sensory reception, evolutionary homology, paracrine interaction). Attention is drawn to regressive changes affecting those cells (e.g. accumulation of lipofuscin), possible alterations of their cytoskeleton, internalization of apoptotic bodies and haemosiderin, and role in salivary microcalcification. The ability of differentiated salivary myoepithelial cells to divide is re-examined, particularly its increase in chronic inflammation and under experimental conditions. Caution with regard to histogenetic models of salivary neoplasia is re-emphasized; methodological deficiencies and areas of controversy are outlined; and lines of future research are suggested.


Asunto(s)
Citoesqueleto/ultraestructura , Células Epiteliales/citología , Epitelio/ultraestructura , Neoplasias de las Glándulas Salivales/patología , Técnica del Anticuerpo Fluorescente/métodos , Humanos , Músculo Liso/patología
9.
Eur Arch Otorhinolaryngol ; 275(11): 2609-2613, 2018 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-30238310

RESUMEN

A preoperative cytologic or histologic diagnosis of parotid gland neoplasms is mandatory to decide which surgical procedure would be appropriate. Open biopsies are contraindicated because of the risk of recurrence secondary to tumour cell seeding; furthermore a subsequent curative parotid surgery can be complicated by a previous open biopsy. While fine-needle aspiration cytology (FNAC) was the only preoperative diagnostic procedure to distinguish benign versus malignant neoplasms over the past decades, core needle biopsy (CNB) has been increasingly used over the last few years. This created a debate as to whether FNAC or CNB should be the preoperative procedure of choice. The focus of this editorial is to analyse the advantages and disadvantages of FNAC and CNB, and to discuss which procedure is more appropriate in the preoperative work-up of parotid neoplasms.


Asunto(s)
Biopsia con Aguja Fina , Biopsia con Aguja Gruesa , Glándula Parótida/patología , Neoplasias de la Parótida/diagnóstico , Biopsia con Aguja Fina/efectos adversos , Biopsia con Aguja Gruesa/efectos adversos , Humanos , Sensibilidad y Especificidad
10.
Eur Arch Otorhinolaryngol ; 275(7): 1681-1695, 2018 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-29761209

RESUMEN

Although relatively rare, polymorphous adenocarcinoma (PAC) is likely the second most common malignancy of the minor salivary glands (MiSG). The diagnosis is mainly based on an incisional biopsy. The optimal treatment comprises wide surgical excision, often with adjuvant radiotherapy. In general, PAC has a good prognosis. Previously, PAC was referred to as polymorphous low-grade adenocarcinoma (PLGA), but the new WHO classification of salivary gland tumours has also included under the PAC subheading, the so-called cribriform adenocarcinoma of minor salivary glands (CAMSG). This approach raised controversy, predominantly because of possible differences in clinical behaviour. For example, PLGA (PAC, classical variant) only rarely metastasizes, whereas CAMSG  often shows metastases to the neck lymph nodes. Given the controversy, this review reappraises the definition, epidemiology, clinical presentation, diagnostic work-up, genetics, treatment modalities, and prognosis of PAC of the salivary glands with a particular focus on contrasting differences with CAMSG.


Asunto(s)
Adenocarcinoma/patología , Adenocarcinoma/terapia , Neoplasias de las Glándulas Salivales/patología , Neoplasias de las Glándulas Salivales/terapia , Glándulas Salivales Menores , Adenocarcinoma/cirugía , Humanos , Pronóstico
11.
Ann Surg Oncol ; 24(6): 1533-1539, 2017 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-27873099

RESUMEN

BACKGROUND: Metastasis to the thyroid gland from nonthyroid sites is an uncommon clinical presentation in surgical practice. The aim of this review was to assess its incidence management and outcomes. METHODS: A literature review was performed to identify reports of metastases to the thyroid gland. Both clinical and autopsy series were included. RESULTS: Metastases to the gland may be discovered at the time of diagnosis of the primary tumor, after preoperative investigation of a neck mass, or on histologic examination of a thyroidectomy specimen. The most common primary tumors in autopsy studies are from the lung. In clinical series, renal cell carcinoma is most common. For patients with widespread metastases in the setting of an aggressive malignancy, surgery is rarely indicated. However, when patients present with an isolated metastasis diagnosed during follow-up of indolent disease, surgery may achieve control of the central neck and even long-term cure. Other prognosticators include features of the primary tumor, time interval between initial diagnosis and metastasis, and extrathyroid extent of disease. CONCLUSIONS: In patients with thyroid metastases, communication among clinicians treating the thyroid and the index primary tumor is essential. The setting is complex, and decisions must be made considering the features of the primary tumor, overall burden of metastases, and comorbidities. Careful balancing of these factors influences individualized approaches.


Asunto(s)
Neoplasias/patología , Neoplasias de la Tiroides/secundario , Humanos
12.
Am J Otolaryngol ; 37(4): 365-8, 2016.
Artículo en Inglés | MEDLINE | ID: mdl-27105979

RESUMEN

Problems related to definition of collision tumors are briefly examined in conjunction with etiology and natural history. Examples of genuine collision tumors in larynx are rare in the literature and are herein identified and tabulated. Aspects related to diagnosis and therapeutic strategies are also explored.


Asunto(s)
Adenoma/diagnóstico , Carcinoma/diagnóstico , Neoplasias Laríngeas/diagnóstico , Neoplasias Primarias Múltiples/diagnóstico , Adenoma/mortalidad , Adenoma/terapia , Carcinoma/mortalidad , Carcinoma/terapia , Humanos , Neoplasias Laríngeas/mortalidad , Neoplasias Laríngeas/terapia , Neoplasias Primarias Múltiples/mortalidad , Neoplasias Primarias Múltiples/terapia
13.
Eur Arch Otorhinolaryngol ; 273(10): 2867-75, 2016 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-26459007

RESUMEN

The clinical significance of papillary or follicular thyroid tissue incidentally discovered in cervical lymph nodes during pathological assessment of neck dissections for non-thyroid cancers of the upper aero-digestive tract is critically reviewed. Special emphasis is given to controversies over normal-looking, nodal, thyroid follicles. Arguments for and against the benign nature of these follicles are considered together with processes that could be involved in their formation. The admittedly limited evidence suggests that benign, thyroid follicular inclusions rarely occur in cervical lymph nodes. Histological criteria that could be helpful in recognizing the inclusions, which include assessing their extent in conjunction with the size of the node, are discussed. Finally, an algorithm based on collaboration between specialists, correlating histological findings with imaging and loco-regional control of the upper aero-digestive tract cancer, is suggested for the management of patients with incidentally discovered, nodal thyroid tissue.


Asunto(s)
Coristoma/patología , Hallazgos Incidentales , Ganglios Linfáticos/patología , Linfadenopatía/patología , Glándula Tiroides , Adulto , Algoritmos , Carcinoma Papilar/secundario , Femenino , Humanos , Escisión del Ganglio Linfático , Metástasis Linfática , Masculino , Persona de Mediana Edad , Cuello , Disección del Cuello , Neoplasias de la Tiroides/patología , Tiroidectomía
14.
Eur Arch Otorhinolaryngol ; 273(3): 533-6, 2016 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-25351497

RESUMEN

Paraneoplastic syndromes are associated with a variety of malignant neoplasms and are systemic and non-metastatic manifestations that develop in a minority of cancer patients. This review examines all published cases of paraneoplastic syndromes associated with neuroendocrine carcinomas of the larynx. There are a total of ten patients reported with paraneoplastic syndromes associated with laryngeal neuroendocrine carcinomas in the literature. Of these, nine died and the tenth is alive with liver metastases. There were five cases of small-cell neuroendocrine carcinoma, four cases of moderately differentiated neuroendocrine carcinoma, and one case of well-differentiated neuroendocrine carcinoma associated with paraneoplastic syndromes. As these syndromes have significant clinical relevance, physicians should be aware of the possible presence of paraneoplastic syndromes in the diagnostic process of patients with neuroendocrine carcinoma of the larynx.


Asunto(s)
Carcinoma Neuroendocrino/complicaciones , Neoplasias Laríngeas/complicaciones , Síndromes Paraneoplásicos/etiología , Humanos , Síndrome de Secreción Inadecuada de ADH/etiología , Síndrome Miasténico de Lambert-Eaton/etiología , Síndrome Carcinoide Maligno/etiología , Pronóstico
15.
Eur Arch Otorhinolaryngol ; 272(4): 799-819, 2015 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-24771140

RESUMEN

Clinicopathological features, prognosis and therapeutic strategies for mucoepidermoid carcinoma originating in salivary and salivary-type glands of the head and neck are reviewed. We emphasise histopathological aspects, appraise the value of histochemistry, electron microscopy, immunohistochemistry and cytophotometry, and discuss histogenesis and characteristic gene translocations. We additionally consider possible diagnostic difficulties, problems related to histological grading and accuracy of existing literature, and areas of controversy or uncertainty which may benefit from further investigations.


Asunto(s)
Carcinoma Mucoepidermoide , Neoplasias de Cabeza y Cuello , Neoplasias de las Glándulas Salivales , Biopsia con Aguja Fina , Carcinoma Mucoepidermoide/genética , Carcinoma Mucoepidermoide/patología , Carcinoma Mucoepidermoide/terapia , Manejo de la Enfermedad , Neoplasias de Cabeza y Cuello/genética , Neoplasias de Cabeza y Cuello/patología , Neoplasias de Cabeza y Cuello/terapia , Humanos , Inmunohistoquímica , Clasificación del Tumor , Invasividad Neoplásica , Estadificación de Neoplasias , Pronóstico , Neoplasias de las Glándulas Salivales/genética , Neoplasias de las Glándulas Salivales/patología , Neoplasias de las Glándulas Salivales/terapia
16.
Eur Arch Otorhinolaryngol ; 271(4): 647-63, 2014 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-23649507

RESUMEN

This is the first part of a review comparing the pathology of salivary and mammary glands. Here, less obvious similarities and differences in functional histology and their influences on pathology are examined with emphasis on myoepithelial cells, stromal components, analogues of mucosa-associated lymphoid tissue, steroid receptors, and intraparenchymal cells of monocytic lineage. Particular cell phenotypes (oncocytic, apocrine, neuroendocrine and clear) are critically evaluated and responses to atrophy, infarction and fine-needle aspiration biopsy procedures are highlighted together with aspects of metaplasia, regeneration, ageing and microcalcification. Areas of controversy or uncertainty which may benefit from further investigations are also discussed.


Asunto(s)
Adenocarcinoma/patología , Adenoma/patología , Neoplasias de la Mama/patología , Glándulas Mamarias Humanas/patología , Neoplasias de las Glándulas Salivales/patología , Glándulas Salivales/patología , Adenocarcinoma/ultraestructura , Adenoma/ultraestructura , Neoplasias de la Mama/ultraestructura , Femenino , Humanos , Glándulas Mamarias Humanas/ultraestructura , Microscopía Electrónica , Neoplasias de las Glándulas Salivales/ultraestructura , Glándulas Salivales/ultraestructura
17.
Eur Arch Otorhinolaryngol ; 271(10): 2601-9, 2014 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-24213203

RESUMEN

Chondrosarcoma represents approximately 11% of all primary malignant bone tumors. It is the second most common sarcoma arising in bone after osteosarcoma. Chondrosarcomas of the head and neck are rare and may involve the sinonasal tract, jaws, larynx or skull base. Depending on the anatomical location, the tumor can produce a variety of symptoms. Computed tomography and magnetic resonance imaging are the preferred imaging modalities. The histology of conventional chondrosarcoma is relatively straightforward; major challenges are the distinction between grade I chondrosarcomas and chondromas, and the differential diagnosis with chondroblastic osteosarcoma and chondroid chordoma. Surgery alone or followed by adjuvant radiotherapy is the treatment of choice. Radiotherapy alone has also been reported to be effective and can be considered if mutilating radical surgery is the only curative alternative. The 5-year survival for chondrosarcoma reaches 80%; distant metastases and/or local recurrences significantly worsen prognosis. The present review aims to summarize the current state of information about the biology, diagnosis and management of these rare tumors.


Asunto(s)
Neoplasias Óseas/diagnóstico , Neoplasias Óseas/terapia , Condrosarcoma/diagnóstico , Condrosarcoma/cirugía , Neoplasias de Cabeza y Cuello/diagnóstico , Neoplasias de Cabeza y Cuello/cirugía , Condroma/diagnóstico , Condrosarcoma/patología , Cordoma/diagnóstico , Diagnóstico Diferencial , Femenino , Humanos , Neoplasias Laríngeas/radioterapia , Imagen por Resonancia Magnética , Cuello/patología , Recurrencia Local de Neoplasia/diagnóstico , Osteosarcoma/diagnóstico , Osteosarcoma/cirugía , Pronóstico , Radioterapia Adyuvante , Tomografía Computarizada por Rayos X
18.
Eur Arch Otorhinolaryngol ; 271(2): 211-23, 2014 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-23467835

RESUMEN

Head and neck squamous cell carcinoma (HNSCC) is a common malignancy that continues to be difficult to treat and cure. In many organ systems and tumor types, there have been significant advances in the understanding of the molecular basis for tumorigenesis, disease progression and genetic implications for therapeutics. Although tumorigenesis pathways and the molecular etiologies of HNSCC have been extensively studied, there are still very few diagnostic clinical applications used in practice today. This review discusses current clinically applicable molecular markers, including viral detection of Epstein-Barr virus and human papillomavirus, and molecular targets that are used in diagnosis and management of HNSCC. The common oncogenes EGFR, RAS, CCND1, BRAF, and PIK3CA and tumor suppressor genes p53, CDKN2A and NOTCH are discussed for their associations with HNSCC. Discussion of markers with potential future applications is also included, with a focus on molecular alterations associated with targeted therapy resistance.


Asunto(s)
Biomarcadores de Tumor/genética , Carcinoma de Células Escamosas/genética , Regulación Neoplásica de la Expresión Génica , Neoplasias de Cabeza y Cuello/genética , Carcinoma de Células Escamosas/diagnóstico , Carcinoma de Células Escamosas/virología , Fosfatidilinositol 3-Quinasa Clase I , Ciclina D1/genética , Infecciones por Virus de Epstein-Barr/diagnóstico , Genes erbB-1 , Genes p16 , Genes p53 , Genes ras , Neoplasias de Cabeza y Cuello/diagnóstico , Neoplasias de Cabeza y Cuello/virología , Humanos , Infecciones por Papillomavirus/diagnóstico , Fosfatidilinositol 3-Quinasas/genética , Proteínas Proto-Oncogénicas B-raf/genética , Receptores Notch/genética , Carcinoma de Células Escamosas de Cabeza y Cuello
19.
Sci Rep ; 14(1): 16050, 2024 07 11.
Artículo en Inglés | MEDLINE | ID: mdl-38992088

RESUMEN

In this study, optical photothermal infrared (O-PTIR) spectroscopy combined with machine learning algorithms were used to evaluate 46 tissue cores of surgically resected cervical lymph nodes, some of which harboured oral squamous cell carcinoma nodal metastasis. The ratios obtained between O-PTIR chemical images at 1252 cm-1 and 1285 cm-1 were able to reveal morphological details from tissue samples that are comparable to the information achieved by a pathologist's interpretation of optical microscopy of haematoxylin and eosin (H&E) stained samples. Additionally, when used as input data for a hybrid convolutional neural network (CNN) and random forest (RF) analyses, these yielded sensitivities, specificities and precision of 98.6 ± 0.3%, 92 ± 4% and 94 ± 5%, respectively, and an area under receiver operator characteristic (AUC) of 94 ± 2%. Our findings show the potential of O-PTIR technology as a tool to study cancer on tissue samples.


Asunto(s)
Carcinoma de Células Escamosas , Metástasis Linfática , Neoplasias de la Boca , Humanos , Metástasis Linfática/patología , Neoplasias de la Boca/patología , Carcinoma de Células Escamosas/patología , Ganglios Linfáticos/patología , Espectrofotometría Infrarroja/métodos , Aprendizaje Automático , Redes Neurales de la Computación , Femenino , Masculino , Curva ROC
20.
Cancer Med ; 13(5): e7094, 2024 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-38468595

RESUMEN

BACKGROUND: Estimation of prognosis of oral squamous cell carcinoma (OSCC) is inaccurate prior to surgery, only being effected following subsequent pathological analysis of the primary tumour and excised lymph nodes. Consequently, a proportion of patients are overtreated, with an increase in morbidity, or undertreated, with inadequate margins and risk of recurrence. We hypothesise that it is possible to accurately characterise clinical outcomes from infrared spectra arising from diagnostic biopsies. In this first step, we correlate survival with IR spectra derived from the primary tumour. METHODS: Infrared spectra were collected from tumour tissue from 29 patients with OSCC and subject to classification modelling. RESULTS: The model had a median AUROC of 0.89 with regard to prognosis, a median specificity of 0.83, and a hazard ratio of 6.29 in univariate Cox proportional hazard modelling. CONCLUSION: The data suggest that FTIR spectra may be a useful early biomarker of prognosis in OSCC.


Asunto(s)
Carcinoma de Células Escamosas , Neoplasias de Cabeza y Cuello , Neoplasias de la Boca , Humanos , Carcinoma de Células Escamosas de Cabeza y Cuello , Carcinoma de Células Escamosas/patología , Neoplasias de la Boca/patología , Pronóstico
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