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1.
ACS Nano ; 18(26): 16632-16647, 2024 Jul 02.
Artículo en Inglés | MEDLINE | ID: mdl-38900677

RESUMEN

While local nanoparticle delivery to lymph nodes is well studied, there are few design criteria for intravenous delivery to the entire lymph node repertoire. In this study, we investigated the effect of NP pH transition on lymph node targeting by employing a series of ultra-pH-sensitive (UPS) polymeric micelles. The UPS library responds to pH thresholds (pKa 6.9, 6.2, and 5.3) over a range of physiological pH. We observed a dependence of intravenous lymph node targeting on micelle pH transition. UPS6.9 (subscript indicates pKa) shows poor lymph node delivery, while UPS5.3 delivers efficiently to lymph node sets. We investigated targeting mechanisms of UPS5.3, observing an accumulation among lymph node lymphatics and a dependence on lymph node-resident macrophages. To overcome the pH-threshold barrier, which limits UPS6.9, we rationally designed a nanoparticle coassembly of UPS6.9 with UPS5.3, called HyUPS. The HyUPS micelle retains the constitutive pH transitions of each polymer, showing stepwise responses to discrete pH thresholds. We demonstrate that HyUPS improves UPS6.9 delivery to lymph nodes, extending this platform for disease detection of lymph node metastasis.


Asunto(s)
Ganglios Linfáticos , Micelas , Concentración de Iones de Hidrógeno , Ganglios Linfáticos/metabolismo , Animales , Ratones , Nanopartículas/química , Polímeros/química , Femenino , Sistemas de Liberación de Medicamentos
2.
Artículo en Inglés | MEDLINE | ID: mdl-38711533

RESUMEN

Head and neck squamous cell carcinoma (HNSCC) has a high mortality rate. In this study, we developed a Stokes-vector-derived polarized hyperspectral imaging (PHSI) system for H&E-stained pathological slides with HNSCC and built a dataset to develop a deep learning classification method based on convolutional neural networks (CNN). We use our polarized hyperspectral microscope to collect the four Stokes parameter hypercubes (S0, S1, S2, and S3) from 56 patients and synthesize pseudo-RGB images using a transformation function that approximates the human eye's spectral response to visual stimuli. Each image is divided into patches. Data augmentation is applied using rotations and flipping. We create a four-branch model architecture where each branch is trained on one Stokes parameter individually, then we freeze the branches and fine-tune the top layers of our model to generate final predictions. Our results show high accuracy, sensitivity, and specificity, indicating that our model performed well on our dataset. Future works can improve upon these results by training on more varied data, classifying tumors based on their grade, and introducing more recent architectural techniques.

3.
Nat Biomed Eng ; 2024 Mar 04.
Artículo en Inglés | MEDLINE | ID: mdl-38438799

RESUMEN

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.

4.
Sci Immunol ; 9(92): eadj3945, 2024 Feb 16.
Artículo en Inglés | MEDLINE | ID: mdl-38363830

RESUMEN

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.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas , Interferón Tipo I , Neoplasias Pulmonares , Animales , Humanos , Ratones , Carcinoma de Pulmón de Células no Pequeñas/inmunología , Carcinoma de Pulmón de Células no Pequeñas/terapia , Células Dendríticas , ADN/metabolismo , Interferón Tipo I/metabolismo , Nanopartículas/uso terapéutico , Inmunoterapia/métodos
5.
J Biomed Opt ; 29(1): 016005, 2024 01.
Artículo en Inglés | MEDLINE | ID: mdl-38239390

RESUMEN

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.


Asunto(s)
Neoplasias de Cabeza y Cuello , Microscopía , Humanos , Carcinoma de Células Escamosas de Cabeza y Cuello , Microscopía/métodos , Colágeno , Neoplasias de Cabeza y Cuello/diagnóstico por imagen , Microambiente Tumoral
6.
bioRxiv ; 2024 Jan 09.
Artículo en Inglés | MEDLINE | ID: mdl-38260493

RESUMEN

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.

7.
JAMA Otolaryngol Head Neck Surg ; 150(2): 165-171, 2024 Feb 01.
Artículo en Inglés | MEDLINE | ID: mdl-38127360

RESUMEN

Importance: Transoral robot-assisted surgery (TORS) continues to have a major role in the treatment of oropharyngeal cancer. As new iterations of robotic technology are increasingly utilized, it is important to share learning experiences and clinical outcomes data, to optimize technical efficiency and clinical care. Observations: This was a retrospective review of a large academic institution's initial clinical use of the da Vinci Single Port (SP) compared with the da Vinci Si (Si) system. A total of 205 TORS cases were reviewed: 109 in the SP group (November 22, 2018, through September 30, 2020), and 96 in the Si group (January 1, 2016, through November 12, 2018). Both groups had comparable operative times, rates of postoperative pharyngeal hemorrhage, length of hospital stay, and duration of nasogastric feeding tube use. There was no difference in pathological characteristics, rates of positive margins, or indications for or time to initiation of adjuvant therapy between the groups. The collective experience of 6 faculty members-who have trained 139 TORS surgeons for the SP system rollout-was compiled to provide a summary of learning experiences and technical notes on safe and efficient operation of the SP system. Conclusions and Relevance: This Review found that the functional and oncologic outcomes were comparable between TORS cases performed with the Si and SP systems, and they had similar complication rates. Recognized advantages of the SP over the Si system include the availability of bipolar-energized instruments, a usable third surgical arm, and improved camera image quality.


Asunto(s)
Neoplasias Orofaríngeas , Procedimientos Quirúrgicos Robotizados , Humanos , Procedimientos Quirúrgicos Robotizados/métodos , Neoplasias Orofaríngeas/cirugía , Estudios Retrospectivos , Resultado del Tratamiento
8.
JAMA Otolaryngol Head Neck Surg ; 149(8): 697-707, 2023 08 01.
Artículo en Inglés | MEDLINE | ID: mdl-37382943

RESUMEN

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.


Asunto(s)
Neoplasias de Cabeza y Cuello , Neoplasias Orofaríngeas , Humanos , Masculino , Femenino , Estudios de Cohortes , Estudios Transversales , Neoplasias Orofaríngeas/radioterapia , Neoplasias Orofaríngeas/cirugía , Neoplasias Orofaríngeas/patología , Medición de Resultados Informados por el Paciente , Carcinoma de Células Escamosas de Cabeza y Cuello
9.
Clin Cancer Res ; 29(17): 3284-3291, 2023 09 01.
Artículo en Inglés | MEDLINE | ID: mdl-37363993

RESUMEN

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.


Asunto(s)
Neoplasias de Cabeza y Cuello , Radioterapia de Intensidad Modulada , Humanos , Inteligencia Artificial , Neoplasias de Cabeza y Cuello/radioterapia , Estudios Prospectivos , Calidad de Vida , Radioterapia de Intensidad Modulada/efectos adversos , Carcinoma de Células Escamosas de Cabeza y Cuello/radioterapia
10.
J Biomed Opt ; 28(5): 050901, 2023 05.
Artículo en Inglés | MEDLINE | ID: mdl-37193364

RESUMEN

Significance: This third biennial intraoperative molecular imaging (IMI) conference shows how optical contrast agents have been applied to develop clinically significant endpoints that improve precision cancer surgery. Aim: National and international experts on IMI presented ongoing clinical trials in cancer surgery and preclinical work. Previously known dyes (with broader applications), new dyes, novel nonfluorescence-based imaging techniques, pediatric dyes, and normal tissue dyes were discussed. Approach: Principal investigators presenting at the Perelman School of Medicine Abramson Cancer Center's third clinical trials update on IMI were selected to discuss their clinical trials and endpoints. Results: Dyes that are FDA-approved or currently under clinical investigation in phase 1, 2, and 3 trials were discussed. Sections on how to move benchwork research to the bedside were also included. There was also a dedicated section for pediatric dyes and nonfluorescence-based dyes that have been newly developed. Conclusions: IMI is a valuable adjunct in precision cancer surgery and has broad applications in multiple subspecialties. It has been reliably used to alter the surgical course of patients and in clinical decision making. There remain gaps in the utilization of IMI in certain subspecialties and potential for developing newer and improved dyes and imaging techniques.


Asunto(s)
Neoplasias , Humanos , Niño , Neoplasias/diagnóstico por imagen , Neoplasias/cirugía , Medios de Contraste , Imagen Molecular/métodos , Colorantes
11.
Int J Radiat Oncol Biol Phys ; 116(1): 142-153, 2023 05 01.
Artículo en Inglés | MEDLINE | ID: mdl-36812043

RESUMEN

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.


Asunto(s)
Neoplasias de Cabeza y Cuello , Neoplasias Orofaríngeas , Humanos , Femenino , Persona de Mediana Edad , Estrés Financiero , Neoplasias Orofaríngeas/radioterapia , Neoplasias Orofaríngeas/patología , Carcinoma de Células Escamosas de Cabeza y Cuello , Sobrevivientes , Neoplasias de Cabeza y Cuello/radioterapia , Medición de Resultados Informados por el Paciente
12.
Ann Otol Rhinol Laryngol ; 132(5): 481-491, 2023 May.
Artículo en Inglés | MEDLINE | ID: mdl-35723192

RESUMEN

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.


Asunto(s)
Neoplasias de Cabeza y Cuello , Supervivencia , Humanos , Proyectos Piloto , American Cancer Society , Estudios Retrospectivos , Estudios de Cohortes , Neoplasias de Cabeza y Cuello/terapia
13.
Artículo en Inglés | MEDLINE | ID: mdl-38481487

RESUMEN

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.

14.
Nat Commun ; 13(1): 4981, 2022 09 06.
Artículo en Inglés | MEDLINE | ID: mdl-36068198

RESUMEN

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.


Asunto(s)
Linfocitos T CD8-positivos , Neoplasias , Animales , Línea Celular Tumoral , Glucólisis , Ácido Láctico/metabolismo , Ratones , Neoplasias/patología , Microambiente Tumoral
15.
Am J Otolaryngol ; 43(5): 103555, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36037765

RESUMEN

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.


Asunto(s)
Alphapapillomavirus , Neoplasias Orofaríngeas , Infecciones por Papillomavirus , Humanos , Persona de Mediana Edad , Neoplasias Orofaríngeas/cirugía , Papillomaviridae , Infecciones por Papillomavirus/complicaciones , Pronóstico , Estudios Retrospectivos , Fumar/efectos adversos , Fumar/epidemiología
17.
Support Care Cancer ; 30(9): 7517-7525, 2022 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-35666302

RESUMEN

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.


Asunto(s)
Neoplasias de Cabeza y Cuello , Trastornos Relacionados con Opioides , Radioterapia de Intensidad Modulada , Analgésicos Opioides/uso terapéutico , Neoplasias de Cabeza y Cuello/tratamiento farmacológico , Neoplasias de Cabeza y Cuello/radioterapia , Humanos , Trastornos Relacionados con Opioides/etiología , Calidad de Vida , Radioterapia de Intensidad Modulada/efectos adversos , Estudios Retrospectivos , Carcinoma de Células Escamosas de Cabeza y Cuello/tratamiento farmacológico
18.
Head Neck ; 44(10): 2095-2108, 2022 10.
Artículo en Inglés | MEDLINE | ID: mdl-35708157

RESUMEN

BACKGROUND: The relative incidence of laryngeal cancer is rising in young patients, yet their characteristics, risk factors, and outcomes relative to older patients are poorly understood. METHODS: Retrospective cohort analysis of the National Cancer Database from 2006 to 2015. RESULTS: Among 25 029 total patients, 923 (3.7%) were young (<45 years old) and 3266 underwent tumor HPV testing. Compared to older patients, a greater proportion of young patients were female (30.3%, 23.3%; p < 0.001) and seen with high-risk HPV-positive tumors (29.9%, 12.4%; p < 0.001). In subset analyses of young patients, females with higher income (≥$38 000) exhibited a decreased risk of overall mortality compared to all other sex-income subcategories (adjusted hazard ratio [aHR]: 0.43, 95% confidence interval [CI]: 0.25-0.72). In subset analyses of patients of all ages with known tumor HPV status, patients with high-risk HPV-positive tumors exhibited a reduced risk of all-cause mortality (aHR: 0.74, 95%CI: 0.60-0.92, p = 0.007). CONCLUSION: The interdependent associations between age, sex, tumor HPV status, and income on laryngeal cancer outcomes warrant further investigation.


Asunto(s)
Neoplasias Laríngeas , Infecciones por Papillomavirus , Estudios de Cohortes , Femenino , Hospitales , Humanos , Neoplasias Laríngeas/epidemiología , Neoplasias Laríngeas/terapia , Masculino , Persona de Mediana Edad , Infecciones por Papillomavirus/complicaciones , Infecciones por Papillomavirus/epidemiología , Estudios Retrospectivos
19.
J Immunother Cancer ; 10(5)2022 05.
Artículo en Inglés | MEDLINE | ID: mdl-35623658

RESUMEN

BACKGROUND: Cancer vaccines are able to achieve tumor-specific immune editing in early-phase clinical trials. However, the infiltration of cytotoxic T cells into immune-deserted tumors is still a major limiting factor. An optimized vaccine approach to induce antigen-specific T cells that can perform robust tumor infiltration is important to accelerate their clinical translation. We previously developed a STING-activating PC7A nanovaccine that produces a strong anti-tumor T cell response on subcutaneous injection. This study systematically investigated the impact of administration methods on the performance of nanovaccines. METHODS: Tumor growth inhibition by intratumoral delivery and subcutaneous delivery of nanovaccine was investigated in TC-1 human papillomavirus-induced cancer model and B16-OVA melanoma model. Nanovaccine distribution in vivo was detected by clinical camera imaging, systemic T cell activation and tumor infiltration were tested by in vivo cytotoxicity killing assay and flow cytometry. For mechanism analysis, T cell recruitment was investigated by in vivo migration blocking assay, multiplex chemokine array, flow cytometry, RT-qPCR, chemotaxis assay and gene knockout mice. RESULTS: Nanovaccine administration was found to alter T cell production and infiltration in tumors. Intratumoral delivery of nanovaccines displayed superior antitumor effects in multiple tumor models compared with subcutaneous delivery. Mechanistic investigation revealed that intratumoral administration of the nanovaccine significantly increased the infiltration of antigen-specific T cells in TC-1 tumors, despite the lower systemic levels of T cells compared with subcutaneous injection. The inhibition of tumor growth by nanovaccines is primarily dependent on CD8+ cytotoxic T cells. Nanovaccine accumulation in tumors upregulates CXCL9 expression in myeloid cells in a STING dependent manner, leading to increased recruitment of IFNγ-expressing CD8+ T cells from the periphery, and IFNγ reciprocally stimulates CXCL9 expression in myeloid cells, resulting in positive feedback between myeloid-CXCL9 and T cell-IFNγ to promote T cell recruitment. However, the STING agonist alone could not sustain this effect in the presence of a systemic deficiency in antigen-specific T cells. CONCLUSIONS: Our results demonstrate that intratumoral administration of PC7A nanovaccine achieved stronger antitumor immunity and efficacy over subcutaneous injection. These data suggest intratumoral administration should be included in the therapeutic design in the clinical use of nanovaccine.


Asunto(s)
Vacunas contra el Cáncer , Melanoma Experimental , Nanopartículas , Animales , Linfocitos T CD8-positivos , Humanos , Factores Inmunológicos/farmacología , Inmunoterapia/métodos , Melanoma Experimental/terapia , Ratones
20.
J Biomed Opt ; 27(4)2022 04.
Artículo en Inglés | MEDLINE | ID: mdl-35484692

RESUMEN

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.


Asunto(s)
Neoplasias de Cabeza y Cuello , Imágenes Hiperespectrales , Neoplasias de Cabeza y Cuello/diagnóstico por imagen , Humanos , Redes Neurales de la Computación , Carcinoma de Células Escamosas de Cabeza y Cuello/diagnóstico por imagen , Máquina de Vectores de Soporte
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