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1.
Nat Biomed Eng ; 2024 Mar 04.
Artigo em Inglês | MEDLINE | ID: mdl-38438799

RESUMO

Extracellular pH impacts many molecular, cellular and physiological processes, and hence is tightly regulated. Yet, in tumours, dysregulated cancer cell metabolism and poor vascular perfusion cause the tumour microenvironment to become acidic. Here by leveraging fluorescent pH nanoprobes with a transistor-like activation profile at a pH of 5.3, we show that, in cancer cells, hydronium ions are excreted into a small extracellular region. Such severely polarized acidity (pH <5.3) is primarily caused by the directional co-export of protons and lactate, as we show for a diverse panel of cancer cell types via the genetic knockout or inhibition of monocarboxylate transporters, and also via nanoprobe activation in multiple tumour models in mice. We also observed that such spot acidification in ex vivo stained snap-frozen human squamous cell carcinoma tissue correlated with the expression of monocarboxylate transporters and with the exclusion of cytotoxic T cells. Severely spatially polarized tumour acidity could be leveraged for cancer diagnosis and therapy.

2.
Sci Immunol ; 9(92): eadj3945, 2024 Feb 16.
Artigo em Inglês | MEDLINE | ID: mdl-38363830

RESUMO

Stimulator of interferon genes (STING) is an immune adaptor protein that senses cyclic GMP-AMP in response to self or microbial cytosolic DNA as a danger signal. STING is ubiquitously expressed in diverse cell populations, including cancer cells, with distinct cellular functions, such as activation of type I interferons, autophagy induction, or triggering apoptosis. It is not well understood whether and which subsets of immune cells, stromal cells, or cancer cells are particularly important for STING-mediated antitumor immunity. Here, using a polymeric STING-activating nanoparticle (PolySTING) with a shock-and-lock dual activation mechanism, we show that conventional type 1 dendritic cells (cDC1s) are essential for STING-mediated rejection of multiple established and metastatic murine tumors. STING status in the host but not in the cancer cells (Tmem173-/-) is important for antitumor efficacy. Specific depletion of cDC1 (Batf3-/-) or STING deficiency in cDC1 (XCR1creSTINGfl/fl) abolished PolySTING efficacy, whereas depletion of other myeloid cells had little effect. Adoptive transfer of wild-type cDC1 in Batf3-/- mice restored antitumor efficacy, whereas transfer of cDC1 with STING or IRF3 deficiency failed to rescue. PolySTING induced a specific chemokine signature in wild-type but not Batf3-/- mice. Multiplexed immunohistochemistry analysis of STING-activating cDC1s in resected tumors correlates with patient survival. Furthermore, STING-cDC1 signature was increased after neoadjuvant pembrolizumab therapy in patients with non-small cell lung cancer. Therefore, we have defined that a subset of myeloid cells is essential for STING-mediated antitumor immunity with associated biomarkers for prognosis.


Assuntos
Carcinoma Pulmonar de Células não Pequenas , Interferon Tipo I , Neoplasias Pulmonares , Animais , Humanos , Camundongos , Carcinoma Pulmonar de Células não Pequenas/imunologia , Carcinoma Pulmonar de Células não Pequenas/terapia , Células Dendríticas , DNA/metabolismo , Interferon Tipo I/metabolismo , Nanopartículas/uso terapêutico , Imunoterapia/métodos
3.
bioRxiv ; 2024 Jan 09.
Artigo em Inglês | MEDLINE | ID: mdl-38260493

RESUMO

Stimulator of interferon genes (STING) is an immune adaptor protein that senses cyclic GMP-AMP (cGAMP) in response to self or microbial cytosolic DNA as a danger signal. STING is ubiquitously expressed in diverse cell populations including cancer cells with distinct cellular functions such as activation of type I interferons, autophagy induction, or triggering apoptosis. It is not well understood whether and which subsets of immune cells, stromal cells, or cancer cells are particularly important for STING-mediated antitumor immunity. Here using a polymeric STING-activating nanoparticle (PolySTING) with a "shock-and-lock" dual activation mechanism, we show type 1 conventional dendritic cell (cDC1) is essential for STING-mediated rejection of multiple established and metastatic murine tumors. STING status in the host but not in the cancer cells ( Tmem173 -/- ) is important for antitumor efficacy. Specific depletion of cDC1 ( Batf3 -/- ) or STING deficiency in cDC1 ( XCR1 cre STING fl/fl ) abolished PolySTING efficacy, whereas depletion of other myeloid cells had little effect. Adoptive transfer of wildtype cDC1 in Batf3 -/- mice restored antitumor efficacy while transfer of cDC1 with STING or IRF3 deficiency failed to rescue. PolySTING induced a specific chemokine signature in wildtype but not Batf3 -/- mice. Multiplexed immunohistochemistry analysis of STING-activating cDC1s in resected tumors correlates with patient survival while also showing increased expressions after neoadjuvant pembrolizumab therapy in non-small cell lung cancer patients. Therefore, we have defined that a subset of myeloid cells is essential for STING-mediated antitumor immunity with associated biomarkers for prognosis. One Sentence Summary: A "shock-and-lock" nanoparticle agonist induces direct STING signaling in type 1 conventional dendritic cells to drive antitumor immunity with defined biomarkers.

4.
J Biomed Opt ; 29(1): 016005, 2024 01.
Artigo em Inglês | MEDLINE | ID: mdl-38239390

RESUMO

Significance: Polarized hyperspectral microscopes with the capability of full Stokes vector imaging have potential for many biological and medical applications. Aim: The aim of this study is to investigate polarized hyperspectral imaging (PHSI) for improving the visualization of collagen fibers, which is an important biomarker related to tumor development, and improving the differentiation of normal and tumor cells on pathologic slides. Approach: We customized a polarized hyperspectral microscopic imaging system comprising an upright microscope with a motorized stage, two linear polarizers, two liquid crystal variable retarders (LCVRs), and a compact SnapScan hyperspectral camera. The polarizers and LCVRs worked in tandem with the hyperspectral camera to acquire polarized hyperspectral images, which were further used to calculate four Stokes vectors: S0, S1, S2, and S3. Synthetic RGB images of the Stokes vectors were generated for the visualization of cellular components in PHSI images. Regions of interest of collagen, normal cells, and tumor cells in the synthetic RGB images were selected, and spectral signatures of the selected components were extracted for comparison. Specifically, we qualitatively and quantitatively investigated the enhanced visualization and spectral characteristics of dense fibers and sparse fibers in normal stroma tissue, fibers accumulated within tumors, and fibers accumulated around tumors. Results: By employing our customized polarized hyperspectral microscope, we extract the spectral signatures of Stokes vector parameters of collagen as well as of tumor and normal cells. The measurement of Stokes vector parameters increased the image contrast of collagen fibers and cells in the slides. Conclusions: With the spatial and spectral information from the Stokes vector data cubes (S0, S1, S2, and S3), our PHSI microscope system enhances the visualization of tumor cells and tumor microenvironment components, thus being beneficial for pathology and oncology.


Assuntos
Neoplasias de Cabeça e Pescoço , Microscopia , Humanos , Carcinoma de Células Escamosas de Cabeça e Pescoço , Microscopia/métodos , Colágeno , Neoplasias de Cabeça e Pescoço/diagnóstico por imagem , Microambiente Tumoral
5.
JAMA Otolaryngol Head Neck Surg ; 149(8): 697-707, 2023 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-37382943

RESUMO

Importance: Oncologic outcomes are similar for patients with oropharyngeal squamous cell carcinoma (OPSCC) treated with primary surgery or radiotherapy. However, comparative differences in long-term patient-reported outcomes (PROs) between modalities are less well established. Objective: To determine the association between primary surgery or radiotherapy and long-term PROs. Design, Setting, and Participants: This cross-sectional study used the Texas Cancer Registry to identify survivors of OPSCC treated definitively with primary radiotherapy or surgery between January 1, 2006, and December 31, 2016. Patients were surveyed in October 2020 and April 2021. Exposures: Primary radiotherapy and surgery for OPSCC. Main Outcomes and Measures: Patients completed a questionnaire that included demographic and treatment information, the MD Anderson Symptom Inventory-Head and Neck (MDASI-HN) module, the Neck Dissection Impairment Index (NDII), and the Effectiveness of Auditory Rehabilitation (EAR) scale. Multivariable linear regression models were performed to evaluate the association of treatment (surgery vs radiotherapy) with PROs while controlling for additional variables. Results: Questionnaires were mailed to 1600 survivors of OPSCC identified from the Texas Cancer Registry, with 400 responding (25% response rate), of whom 183 (46.2%) were 8 to 15 years from their initial diagnosis. The final analysis included 396 patients (aged ≤57 years, 190 [48.0%]; aged >57 years, 206 [52.0%]; female, 72 [18.2%]; male, 324 [81.8%]). After multivariable adjustment, no significant differences were found between surgery and radiotherapy outcomes as measured by the MDASI-HN (ß, -0.1; 95% CI, -0.7 to 0.6), NDII (ß, -1.7; 95% CI, -6.7 to 3.4), and EAR (ß, -0.9; 95% CI -7.7 to 5.8). In contrast, less education, lower household income, and feeding tube use were associated with significantly worse MDASI-HN, NDII, and EAR scores, while concurrent chemotherapy with radiotherapy was associated with worse MDASI-HN and EAR scores. Conclusions and Relevance: This population-based cohort study found no associations between long-term PROs and primary radiotherapy or surgery for OPSCC. Lower socioeconomic status, feeding tube use, and concurrent chemotherapy were associated with worse long-term PROs. Further efforts should focus on the mechanism, prevention, and rehabilitation of these long-term treatment toxicities. The long-term outcomes of concurrent chemotherapy should be validated and may inform treatment decision making.


Assuntos
Neoplasias de Cabeça e Pescoço , Neoplasias Orofaríngeas , Humanos , Masculino , Feminino , Estudos de Coortes , Estudos Transversais , Neoplasias Orofaríngeas/radioterapia , Neoplasias Orofaríngeas/cirurgia , Neoplasias Orofaríngeas/patologia , Medidas de Resultados Relatados pelo Paciente , Carcinoma de Células Escamosas de Cabeça e Pescoço
6.
Clin Cancer Res ; 29(17): 3284-3291, 2023 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-37363993

RESUMO

PURPOSE: Elective neck irradiation (ENI) has long been considered mandatory when treating head and neck squamous cell carcinoma (HNSCC) with definitive radiotherapy, but it is associated with significant dose to normal organs-at-risk (OAR). In this prospective phase II study, we investigated the efficacy and tolerability of eliminating ENI and strictly treating involved and suspicious lymph nodes (LN) with intensity-modulated radiotherapy. PATIENTS AND METHODS: Patients with newly diagnosed HNSCC of the oropharynx, larynx, and hypopharynx were eligible for enrollment. Each LN was characterized as involved or suspicious based on radiologic criteria and an in-house artificial intelligence (AI)-based classification model. Gross disease received 70 Gray (Gy) in 35 fractions and suspicious LNs were treated with 66.5 Gy, without ENI. The primary endpoint was solitary elective volume recurrence, with secondary endpoints including patterns-of-failure and patient-reported outcomes. RESULTS: Sixty-seven patients were enrolled, with 18 larynx/hypopharynx and 49 oropharynx cancer. With a median follow-up of 33.4 months, the 2-year risk of solitary elective nodal recurrence was 0%. Gastrostomy tubes were placed in 14 (21%), with median removal after 2.9 months for disease-free patients; no disease-free patient is chronically dependent. Grade I/II dermatitis was seen in 90%/10%. There was no significant decline in composite MD Anderson Dysphagia Index scores after treatment, with means of 89.1 and 92.6 at 12 and 24 months, respectively. CONCLUSIONS: These results suggest that eliminating ENI is oncologically sound for HNSCC, with highly favorable quality-of-life outcomes. Additional prospective studies are needed to support this promising paradigm before implementation in any nontrial setting.


Assuntos
Neoplasias de Cabeça e Pescoço , Radioterapia de Intensidade Modulada , Humanos , Inteligência Artificial , Neoplasias de Cabeça e Pescoço/radioterapia , Estudos Prospectivos , Qualidade de Vida , Radioterapia de Intensidade Modulada/efeitos adversos , Carcinoma de Células Escamosas de Cabeça e Pescoço/radioterapia
7.
Int J Radiat Oncol Biol Phys ; 116(1): 142-153, 2023 05 01.
Artigo em Inglês | MEDLINE | ID: mdl-36812043

RESUMO

PURPOSE: Patients with oropharyngeal squamous cell carcinoma (OPSCC) are at high risk for financial toxicity (FT), but the nature, extent, and predictors of FT experienced after primary radiation therapy (RT) or surgery are poorly understood. METHODS AND MATERIALS: We used a population-based sample of patients from the Texas Cancer Registry with stage I to III OPSCC diagnosed from 2006 to 2016 and treated with primary RT or surgery. Of 1,668 eligible patients, 1,600 were sampled, 400 responded, and 396 confirmed OPSCC. Measures included the MD Anderson Symptom Inventory Head and Neck, Neck Dissection Impairment Index, and a financial toxicity instrument adapted from the Individualized Cancer Care (iCanCare) study. Multivariable logistic regression evaluated associations of exposures with outcomes. RESULTS: Of 396 analyzable respondents, 269 (68%) received primary RT and 127 (32%) surgery. The median time from diagnosis to survey was 7 years. Due to OPSCC, 54% of patients experienced material sacrifice (including 28% who reduced food spending and 6% who lost their housing), 45% worried about financial problems, and 29% experienced long-term FT. Independent factors associated with more long-term FT included female sex (odds ratio [OR], 1.72; 95% confidence interval [CI], 1.23-2.40), Black non-Hispanic race (OR, 2.98; 95% CI, 1.26-7.09), unmarried status (OR, 1.50; 95% CI, 1.11-2.03), feeding tube use (OR, 3.98; 95% CI, 2.29-6.90), and worst versus best quartile on the MD Anderson Symptom Inventory Head and Neck (OR, 1.89; 95% CI, 1.23-2.90) and Neck Dissection Impairment Index (OR, 5.62; 95% CI, 3.79-8.34). Factors associated with less long-term FT included age >57 years (OR, 0.54; 95% CI, 0.41-0.71; P < .001) and household income ≥$80,000 (OR, 0.60; 95% CI, 0.44-0.82; P = .001). Primary RT versus surgery was not associated with long-term FT (OR, 0.92; 95% CI, 0.68-1.24). CONCLUSIONS: Oropharynx cancer survivors experience high rates of material sacrifice and long-term FT, and we identified important risk factors. Chronic symptom burden was associated with significantly worse long-term financial status, supporting the hypothesis that toxicity mitigation strategies may reduce long-term FT.


Assuntos
Neoplasias de Cabeça e Pescoço , Neoplasias Orofaríngeas , Humanos , Feminino , Pessoa de Meia-Idade , Estresse Financeiro , Neoplasias Orofaríngeas/radioterapia , Neoplasias Orofaríngeas/patologia , Carcinoma de Células Escamosas de Cabeça e Pescoço , Sobreviventes , Neoplasias de Cabeça e Pescoço/radioterapia , Medidas de Resultados Relatados pelo Paciente
8.
Ann Otol Rhinol Laryngol ; 132(5): 481-491, 2023 May.
Artigo em Inglês | MEDLINE | ID: mdl-35723192

RESUMO

OBJECTIVES: The purpose of this study was to explore adherence to the American Cancer Society (ACS) Head and Neck Cancer (HNC) Survivorship Care Guideline and their outlined 33 recommendations among posttreatment HNC survivors. METHODS: A bi-institutional, retrospective, nested cohort study of mucosal or salivary gland HNC survivors diagnosed in 2018 was designed. Guideline adherence was assessed via retrospective chart review between 0 and 13 months after completion of oncologic treatment according to 4 categories: (1) problem assessed, (2) problem diagnosed, (3) management offered; (4) problem treated. Adherence was defined as meeting a recommendation subcategory at least once over the 13-month period. RESULTS: Among 60 randomly selected HNC survivors, a total of 38 were included in the final cohort after exclusion of individuals with ineligible cancers and those who died or were lost to follow-up over the study period. Approximately 95% of HNC survivors were assessed for HNC recurrence and screened for lung cancer. Certain common problems such as xerostomia, dysphagia, and hypothyroidism were screened for and managed in ≥70% of eligible survivors. Conversely, screening for other second primary cancers and assessment of a majority of other physical and psychosocial harms occurred in <70% of survivors, and in many cases none to a slim minority of survivors (eg, sleep apnea and sleep disturbance, body and self-image concerns). Only 5% of survivors received a survivorship care plan. CONCLUSION: Overall adherence to the ACS HNC Survivorship Care Guideline in early posttreatment survivors was suboptimal. Interventions are needed to better implement and operationalize these guideline recommendations.


Assuntos
Neoplasias de Cabeça e Pescoço , Sobrevivência , Humanos , Projetos Piloto , American Cancer Society , Estudos Retrospectivos , Estudos de Coortes , Neoplasias de Cabeça e Pescoço/terapia
9.
Artigo em Inglês | MEDLINE | ID: mdl-38481487

RESUMO

We developed a polarized hyperspectral microscope to collect four types of Stokes vector data cubes (S0, S1, S2, and S3) of the pathologic slides with head and neck squamous cell carcinoma (HNSCC). Our system consists of an optical light microscope with a movable stage, two polarizers, two liquid crystal variable retarders (LCVRs), and a SnapScan hyperspectral camera. The polarizers and LCVRs work in tandem with the hyperspectral camera to acquire polarized hyperspectral images. Synthetic pseudo-RGB images are generated from the four Stokes vector data cubes based on a transformation function similar to the spectral response of human eye for the visualization of hyperspectral images. Collagen is the most abundant extracellular matrix (ECM) protein in the human body. A major focus of studying the ECM in tumor microenvironment is the role of collagen in both normal and abnormal function. Collagen tends to accumulate in and around tumors during cancer development and growth. In this study, we acquired images from normal regions containing normal cells and collagen fibers and from tumor regions containing cancerous squamous cells and collagen fibers on HNSCC pathologic slides. The preliminary results demonstrated that our customized polarized hyperspectral microscope is able to improve the visualization of collagen on HNSCC pathologic slides under different situations, including thick fibers of normal stroma, thin fibers of normal stroma, fibers of normal muscle cells, fibers accumulated in tumors, fibers accumulated around tumors. Our preliminary results also demonstrated that the customized polarized hyperspectral microscope is capable of extracting the spectral signatures of collagen based on Stokes vector parameters and can have various applications in pathology and oncology.

10.
Nat Commun ; 13(1): 4981, 2022 09 06.
Artigo em Inglês | MEDLINE | ID: mdl-36068198

RESUMO

Lactate is a key metabolite produced from glycolytic metabolism of glucose molecules, yet it also serves as a primary carbon fuel source for many cell types. In the tumor-immune microenvironment, effect of lactate on cancer and immune cells can be highly complex and hard to decipher, which is further confounded by acidic protons, a co-product of glycolysis. Here we show that lactate is able to increase stemness of CD8+ T cells and augments anti-tumor immunity. Subcutaneous administration of sodium lactate but not glucose to mice bearing transplanted MC38 tumors results in CD8+ T cell-dependent tumor growth inhibition. Single cell transcriptomics analysis reveals increased proportion of stem-like TCF-1-expressing CD8+ T cells among intra-tumoral CD3+ cells, a phenotype validated by in vitro lactate treatment of T cells. Mechanistically, lactate inhibits histone deacetylase activity, which results in increased acetylation at H3K27 of the Tcf7 super enhancer locus, leading to increased Tcf7 gene expression. CD8+ T cells in vitro pre-treated with lactate efficiently inhibit tumor growth upon adoptive transfer to tumor-bearing mice. Our results provide evidence for an intrinsic role of lactate in anti-tumor immunity independent of the pH-dependent effect of lactic acid, and might advance cancer immune therapy.


Assuntos
Linfócitos T CD8-Positivos , Neoplasias , Animais , Linhagem Celular Tumoral , Glicólise , Ácido Láctico/metabolismo , Camundongos , Neoplasias/patologia , Microambiente Tumoral
11.
Am J Otolaryngol ; 43(5): 103555, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36037765

RESUMO

PURPOSE: To characterize the significance of patient-level influences, including smoking history, on oncologic outcomes in human papillomavirus (HPV)-mediated oropharyngeal cancer (OPC). MATERIALS AND METHODS: A bi-institutional retrospective cohort study of previously untreated, HPV+ OPC patients who underwent curative treatment from 1/1/2008 to 7/1/2018 was performed. The primary outcome was disease-free survival (DFS) and the primary exposure was ≤10 versus >10-pack-year (PY)-smoking history. RESULTS: Among 953 OPC patients identified, 342 individuals with HPV+ OPC were included. The median patient age was 62 years, 33.0% had a > 10-PY-smoking history, 60.2% had AJCC8 stage I disease, and 35.0% underwent primary surgery. The median follow-up was 49 months (interquartile range [IQR] 32-75 months). Four-year DFS-estimates were similar among patients with ≤10-PY-smoking history (78.0%, 95% CI:71.7%-83.1%) compared to >10-PYs (74.8%; 95% CI:65.2%-82.0%; log-rank:p = 0.53). On univariate analysis, >10-PY-smoking history did not correlate with DFS (hazard ratio[HR]:1.15;95% CI:0.74-1.79) and remained nonsignificant when forced into the multivariable model. On adjusted analyses, stage, treatment paradigm, and age predicted DFS. Neither >10-PYs, nor any other definition of tobacco use (e.g., current smoker or > 20-PYs) was predictive of DFS, overall survival, or disease-specific survival. Conversely, age nonsignificantly and significantly predicted adjusted DFS (adjusted HR[aHR]:1.02,95% CI:0.997-1.05, p = 0.08), overall survival (aHR 1.05; 95% CI: 1.02-1.08; p = 0.002) and disease-specific survival (aHR 1.04;95% CI: 0.99-1.09;p = 0.09). CONCLUSION: Other than age, patient-level influences may not be primary drivers of HPV+ OPC outcomes. Although limited by its modest sample size, our study suggests the significance of smoking has been overstated in this disease. These findings and the emerging literature collectively do not support risk-stratification employing the >10-PY threshold. LEVEL OF EVIDENCE: Level 4.


Assuntos
Alphapapillomavirus , Neoplasias Orofaríngeas , Infecções por Papillomavirus , Humanos , Pessoa de Meia-Idade , Neoplasias Orofaríngeas/cirurgia , Papillomaviridae , Infecções por Papillomavirus/complicações , Prognóstico , Estudos Retrospectivos , Fumar/efeitos adversos , Fumar/epidemiologia
12.
Support Care Cancer ; 30(9): 7517-7525, 2022 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-35666302

RESUMO

PURPOSE: Acute and chronic pain during and after radiotherapy is an important driver of poor quality of life. We aimed to identify risk factors associated with increased chronic opioid use in head and neck squamous cell cancer survivors. METHODS: We performed a retrospective cohort analysis on head and neck squamous cell cancer patients treated with definitive or adjuvant intensity-modulated radiotherapy. We tracked their oncologic opioid prescription profile from initial presentation to the last follow-up date. We determined the incidences of 1- and 2-year opioid use and performed multivariate logistic regression for both outcomes. RESULTS: Our analytic cohort consisted of 403 head and neck squamous cell cancer survivors. The numbers of patients requiring opioids at 3 months, 6 months, and 1 year after treatment were 316 (78%), 203 (50%), and 102 (25%), respectively. On multivariate logistic regression, positive smoking history (95% CI 1.86 [1.03, 3.43], p = 0.04), unemployment (95% CI 2.33 [1.16, 4.67], p = 0.02), prior psychiatric illness (95% CI 2.15 [1.05, 4.40], p = 0.03), and opiate use before radiotherapy (95% CI 2.75 [1.49, 5.20], p = 0.01) were independently associated with significantly greater odds of opioid use at 1 year. CONCLUSIONS: Our institutional analysis has shown that a substantial amount of head and neck cancer survivors are chronically dependent on opioids following radiotherapy. We have identified a cohort at highest risk for long-term use, for whom early interventions should be targeted.


Assuntos
Neoplasias de Cabeça e Pescoço , Transtornos Relacionados ao Uso de Opioides , Radioterapia de Intensidade Modulada , Analgésicos Opioides/uso terapêutico , Neoplasias de Cabeça e Pescoço/tratamento farmacológico , Neoplasias de Cabeça e Pescoço/radioterapia , Humanos , Transtornos Relacionados ao Uso de Opioides/etiologia , Qualidade de Vida , Radioterapia de Intensidade Modulada/efeitos adversos , Estudos Retrospectivos , Carcinoma de Células Escamosas de Cabeça e Pescoço/tratamento farmacológico
14.
J Biomed Opt ; 27(4)2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-35484692

RESUMO

SIGNIFICANCE: Automatic, fast, and accurate identification of cancer on histologic slides has many applications in oncologic pathology. AIM: The purpose of this study is to investigate hyperspectral imaging (HSI) for automatic detection of head and neck cancer nuclei in histologic slides, as well as cancer region identification based on nuclei detection. APPROACH: A customized hyperspectral microscopic imaging system was developed and used to scan histologic slides from 20 patients with squamous cell carcinoma (SCC). Hyperspectral images and red, green, and blue (RGB) images of the histologic slides with the same field of view were obtained and registered. A principal component analysis-based nuclei segmentation method was developed to extract nuclei patches from the hyperspectral images and the coregistered RGB images. Spectra-based support vector machine and patch-based convolutional neural networks (CNNs) were implemented for nuclei classification. The CNNs were trained with RGB patches (RGB-CNN) and hyperspectral patches (HSI-CNN) of the segmented nuclei and the utility of the extra spectral information provided by HSI was evaluated. Furthermore, cancer region identification was implemented by image-wise classification based on the percentage of cancerous nuclei detected in each image. RESULTS: RGB-CNN, which mainly used the spatial information of nuclei, resulted in a 0.81 validation accuracy and 0.74 testing accuracy. HSI-CNN, which utilized the spatial and spectral features of the nuclei, showed significant improvement in classification performance and achieved 0.89 validation accuracy as well as 0.82 testing accuracy. Furthermore, the image-wise cancer region identification based on nuclei detection could generally improve the cancer detection rate. CONCLUSIONS: We demonstrated that the morphological and spectral information contribute to SCC nuclei differentiation and that the spectral information within hyperspectral images could improve classification performance.


Assuntos
Neoplasias de Cabeça e Pescoço , Imageamento Hiperespectral , Neoplasias de Cabeça e Pescoço/diagnóstico por imagem , Humanos , Redes Neurais de Computação , Carcinoma de Células Escamosas de Cabeça e Pescoço/diagnóstico por imagem , Máquina de Vetores de Suporte
15.
JCO Clin Cancer Inform ; 6: e2100179, 2022 03.
Artigo em Inglês | MEDLINE | ID: mdl-35333597

RESUMO

PURPOSE: Given the established associations between performance status and survival in a variety of cancers, there is significant interest in using a biometric wearable device (WD) to predict outcomes in the oncology population. In this pilot study, we investigated the ability of a WD to predict meaningful clinical end points in patients undergoing head and neck radiotherapy. METHODS: Patients receiving head and neck definitive chemoradiotherapy or postoperative radiotherapy/chemoradiotherapy were enrolled in this pilot study, designed to show 90% compliance with using the device. Individuals were asked to wear the WD for 23 hours a day, and hospital admissions, pain medication usage, and FACT-G quality-of-life (QoL) score were prospectively recorded. RESULTS: Fifty-one patients were enrolled and started using the WD, but eight patients stopped wearing it, resulting in a compliance probability of only 84%. There were 15 hospital admissions, 13 of which were planned for feeding tube placement. There was no step count threshold that predicted the need for admission or more pain medications. However, among the 25 patients with a significant reduction in FACT-G score, the average reductions in daily steps during the week and weekend before the decline were 988 (P = .005) and 1,311 (P = .018), respectively, and the odds of a QoL reduction were more than 4-fold higher among patients experiencing a week-to-week reduction of at least 1,000 daily steps. There was no association between heart rate and any end point. CONCLUSION: Although not meeting the compliance goal, the majority of patients did use the WD. The WD signal could not identify patients requiring hospitalization or significantly more pain medication, but the finding of reduced step counts before a significant reduction in QoL is provocative.


Assuntos
Neoplasias de Cabeça e Pescoço , Radioterapia (Especialidade) , Monitores de Aptidão Física , Neoplasias de Cabeça e Pescoço/diagnóstico , Neoplasias de Cabeça e Pescoço/radioterapia , Humanos , Projetos Piloto , Qualidade de Vida
16.
Head Neck ; 44(5): 1153-1163, 2022 05.
Artigo em Inglês | MEDLINE | ID: mdl-35212070

RESUMO

PURPOSE: The management of solitary locoregional recurrence (sLRR) of head and neck squamous cell carcinoma (HNSCC) previously treated with radiotherapy (RT) is challenging. We aimed to identify characteristics associated with improved outcome. METHODS: We identified patients treated with non-sinus, mucosal HNSCC who initially received IMRT. We characterized overall survival (OS) and locoregional control (LRC). Multivariable analysis (MVA) on survival and patterns-of-failure were performed using Cox and Fine-Gray competing risks analysis. RESULTS: We identified 90 patients with available follow-up. In total, 67 (74%) patients received curative-intent salvage, while 23 (26%) received palliative care. On MVA, significantly improved OS and LRC were associated with lower initial N-classification and use of salvage total laryngectomy (TL) or neck dissection (ND). CONCLUSION: A nontrivial number of patients with sLRR cannot undergo salvage. Among patients treated with curative intent, TL or ND were clearly associated with improved OS and LRC.


Assuntos
Carcinoma de Células Escamosas , Neoplasias de Cabeça e Pescoço , Carcinoma de Células Escamosas/radioterapia , Carcinoma de Células Escamosas/cirurgia , Progressão da Doença , Neoplasias de Cabeça e Pescoço/radioterapia , Neoplasias de Cabeça e Pescoço/cirurgia , Humanos , Recidiva Local de Neoplasia/patologia , Estudos Retrospectivos , Carcinoma de Células Escamosas de Cabeça e Pescoço/radioterapia
17.
Otolaryngol Head Neck Surg ; 167(4): 688-698, 2022 10.
Artigo em Inglês | MEDLINE | ID: mdl-35077266

RESUMO

OBJECTIVE: To describe the clinical and biologic characteristics and outcomes of young and middle-aged (YMA; <65 years) patients according to the presence or absence of traditional risk factors for laryngeal cancer. STUDY DESIGN: Retrospective cohort analysis. SETTING: Single-institution academic medical center. METHODS: Patients without a history of clinically significant tobacco use or heavy alcohol use were defined as "nontraditional": ≤5 pack-years, ≤5 years smoked, ≤14 alcoholic drinks per week, and ≥15-year interval from last tobacco abuse use to diagnosis. Remaining patients were categorized as "traditional." Select tumor samples were evaluated for bacterial and viral DNA by multiplex polymerase chain reaction. RESULTS: Seventy-eight YMA patients with primary laryngeal squamous cell carcinoma were identified, 23% (n = 18) of whom were nontraditional. Nontraditional patients were younger than traditional patients (median age, 51 vs 59 years; P < .001). Twenty-eight tumors were prospectively tested for human papillomavirus (HPV), and nontraditional patients were more likely to exhibit high-risk HPV (57% vs 5%, P < .01). Among 17 select tumors (nontraditional, n = 8; traditional, n = 9), 35% exhibited HPV16 (nontraditional, 63%; traditional, 11%; P = .05). Other viruses were identified but did not differ according to risk status: herpesviruses (40%) and Merkel cell polyomavirus (7%). Chlamydia, ß-HPV, and γ-HPV DNA was not detected in any samples. Median length of follow-up was 42 months. On adjusted analyses, nontraditional patients exhibited nonsignificantly improved overall survival (hazard ratio, 0.24 [95% CI, 0.03-1.82]; P = .17) and disease-free survival (hazard ratio, 0.34 [95% CI, 0.10-1.23]; P = .08) as compared with traditional patients. CONCLUSION: Almost one-quarter of YMA patients lacked characteristic risk factors for laryngeal squamous cell carcinoma, and their tumors exhibited a higher prevalence of high-risk HPV. The significance of HPV16 and other tumor viruses with outcomes in nontraditional patients should be evaluated further.


Assuntos
Produtos Biológicos , Neoplasias de Cabeça e Pescoço , Neoplasias Laríngeas , Infecções por Papillomavirus , Estudos de Coortes , DNA Viral/análise , Neoplasias de Cabeça e Pescoço/complicações , Papillomavirus Humano 16 , Humanos , Neoplasias Laríngeas/patologia , Pessoa de Meia-Idade , Papillomaviridae/genética , Infecções por Papillomavirus/complicações , Infecções por Papillomavirus/diagnóstico , Infecções por Papillomavirus/epidemiologia , Prognóstico , Estudos Retrospectivos , Carcinoma de Células Escamosas de Cabeça e Pescoço
18.
Artigo em Inglês | MEDLINE | ID: mdl-36798940

RESUMO

The study is to incorporate polarized hyperspectral imaging (PHSI) with deep learning for automatic detection of head and neck squamous cell carcinoma (SCC) on hematoxylin and eosin (H&E) stained tissue slides. A polarized hyperspectral imaging microscope had been developed in our group. In this paper, we firstly collected the Stokes vector data cubes (S0, S1, S2, and S3) of histologic slides from 17 patients with SCC by the PHSI microscope, under the wavelength range from 467 nm to 750 nm. Secondly, we generated the synthetic RGB images from the original Stokes vector data cubes. Thirdly, we cropped the synthetic RGB images into image patches at the image size of 96×96 pixels, and then set up a ResNet50-based convolutional neural network (CNN) to classify the image patches of the four Stokes vector parameters (S0, S1, S2, and S3) by application of transfer learning. To test the performances of the model, each time we trained the model based on the image patches (S0, S1, S2, and S3) of 16 patients out of 17 patients, and used the trained model to calculate the testing accuracy based on the image patches of the rest 1 patient (S0, S1, S2, and S3). We repeated the process for 6 times and obtained 24 testing accuracies (S0, S1, S2, and S3) from 6 different patients out of the 17 patients. The preliminary results showed that the average testing accuracy (84.2%) on S3 outperformed the average testing accuracy (83.5%) on S0. Furthermore, 4 of 6 testing accuracies of S3 (96.0%, 87.3%, 82.8%, and 86.7%) outperformed the testing accuracies of S0 (93.3%, 85.2%, 80.2%, and 79.0%). The study demonstrated the potential of using polarized hyperspectral imaging and deep learning for automatic detection of head and neck SCC on pathologic slides.

19.
Cancer ; 128(1): 112-121, 2022 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-34499355

RESUMO

BACKGROUND: Tobacco dependence, alcohol abuse, depression, distress, and other adverse patient-level influences are common in head and neck cancer (HNC) survivors. Their interrelatedness and precise burden in comparison with survivors of other cancers are poorly understood. METHODS: National Health Interview Survey data from 1997 to 2016 were pooled. The prevalence of adverse patient-level influences among HNC survivors and matched survivors of other cancers were compared using descriptive statistics. Multivariable logistic regressions evaluating covariate associations with the primary study outcomes were performed. These included 1) current cigarette smoking and/or heavy alcohol use (>14 drinks per week) and 2) high mental health burden (severe psychological distress [Kessler Index ≥ 13] and/or frequent depressive/anxiety symptoms). RESULTS: In all, 918 HNC survivors and 3672 matched survivors of other cancers were identified. Compared with other cancer survivors, more HNC survivors were current smokers and/or heavy drinkers (24.6% [95% CI, 21.5%-27.7%] vs 18.0% [95% CI, 16.6%-19.4%]) and exhibited a high mental health burden (18.6% [95% CI, 15.7%-21.5%] vs 13.0% [95% CI, 11.7%-14.3%]). In multivariable analyses, 1) a high mental health burden predicted for smoking and/or heavy drinking (odds ratio [OR], 1.4; 95% CI, 1.0-1.9), and 2) current cigarette smoking predicted for a high mental health burden (OR, 1.7; 95% CI, 1.2-2.3). Furthermore, nonpartnered marital status and uninsured/Medicaid insurance status were significantly associated with both cigarette smoking and/or heavy alcohol use (ORs, 1.9 [95% CI, 1.4-2.5] and 1.5 [95% CI, 1.0-2.1], respectively) and a high mental health burden (ORs, 1.4 [95% CI, 1.1 -1.8] and 3.0 [95% CI, 2.2-4.2], respectively). CONCLUSIONS: Stakeholders should allocate greater supportive care resources to HNC survivors. The interdependence of substance abuse, adverse mental health symptoms, and other adverse patient-level influences requires development of novel, multimodal survivorship care interventions.


Assuntos
Sobreviventes de Câncer , Neoplasias de Cabeça e Pescoço , Transtornos Relacionados ao Uso de Substâncias , Sobreviventes de Câncer/psicologia , Neoplasias de Cabeça e Pescoço/epidemiologia , Humanos , Saúde Mental , Inquéritos e Questionários
20.
Semin Immunol ; 56: 101580, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-34920941

RESUMO

Polyvalent interactions mediate the formation of higher-order macromolecular assemblies to improve the sensitivity, specificity, and temporal response of biological signals. In host defense, innate immune pathways recognize danger signals to alert host of insult or foreign invasion, while limiting aberrant activation from auto-immunity and cellular senescence. Of recent attention are the unique higher-order assemblies in the cGAS-STING pathway. Natural stimulation of cGAS enzymes by dsDNA induces phase separation and enzymatic activation for switchlike production of cGAMP. Subsequent binding of cGAMP to STING induces oligomerization of STING molecules, offering a scaffold for kinase assembly and signaling transduction. Additionally, the discovery of PC7A, a synthetic polymer which activates STING through a non-canonical biomolecular condensation, illustrates the engineering design of agonists by polyvalency principles. Herein, we discuss a mechanistic and functional comparison of natural and synthetic agonists to advance our understanding in STING signaling and highlight the principles of polyvalency in innate immune activation. The combination of exogenous cGAMP along with synthetic PC7A stimulation of STING offers a synergistic strategy in spatiotemporal orchestration of the immune milieu for a safe and effective immunotherapy against cancer.


Assuntos
Imunidade Inata , Proteínas de Membrana , Humanos , Imunoterapia , Proteínas de Membrana/agonistas , Proteínas de Membrana/metabolismo , Nucleotidiltransferases/metabolismo , Transdução de Sinais
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