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1.
PLoS Comput Biol ; 20(5): e1012095, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38753877

RESUMO

Dictionary learning (DL), implemented via matrix factorization (MF), is commonly used in computational biology to tackle ubiquitous clustering problems. The method is favored due to its conceptual simplicity and relatively low computational complexity. However, DL algorithms produce results that lack interpretability in terms of real biological data. Additionally, they are not optimized for graph-structured data and hence often fail to handle them in a scalable manner. In order to address these limitations, we propose a novel DL algorithm called online convex network dictionary learning (online cvxNDL). Unlike classical DL algorithms, online cvxNDL is implemented via MF and designed to handle extremely large datasets by virtue of its online nature. Importantly, it enables the interpretation of dictionary elements, which serve as cluster representatives, through convex combinations of real measurements. Moreover, the algorithm can be applied to data with a network structure by incorporating specialized subnetwork sampling techniques. To demonstrate the utility of our approach, we apply cvxNDL on 3D-genome RNAPII ChIA-Drop data with the goal of identifying important long-range interaction patterns (long-range dictionary elements). ChIA-Drop probes higher-order interactions, and produces data in the form of hypergraphs whose nodes represent genomic fragments. The hyperedges represent observed physical contacts. Our hypergraph model analysis has the objective of creating an interpretable dictionary of long-range interaction patterns that accurately represent global chromatin physical contact maps. Through the use of dictionary information, one can also associate the contact maps with RNA transcripts and infer cellular functions. To accomplish the task at hand, we focus on RNAPII-enriched ChIA-Drop data from Drosophila Melanogaster S2 cell lines. Our results offer two key insights. First, we demonstrate that online cvxNDL retains the accuracy of classical DL (MF) methods while simultaneously ensuring unique interpretability and scalability. Second, we identify distinct collections of proximal and distal interaction patterns involving chromatin elements shared by related processes across different chromosomes, as well as patterns unique to specific chromosomes. To associate the dictionary elements with biological properties of the corresponding chromatin regions, we employ Gene Ontology (GO) enrichment analysis and perform multiple RNA coexpression studies.


Assuntos
Algoritmos , Cromatina , Biologia Computacional , Drosophila melanogaster , Cromatina/genética , Cromatina/química , Cromatina/metabolismo , Biologia Computacional/métodos , Drosophila melanogaster/genética , Animais , Aprendizado de Máquina
2.
BMC Bioinformatics ; 25(1): 195, 2024 May 17.
Artigo em Inglês | MEDLINE | ID: mdl-38760692

RESUMO

BACKGROUND: Pathogenic infections pose a significant threat to global health, affecting millions of people every year and presenting substantial challenges to healthcare systems worldwide. Efficient and timely testing plays a critical role in disease control and transmission prevention. Group testing is a well-established method for reducing the number of tests needed to screen large populations when the disease prevalence is low. However, it does not fully utilize the quantitative information provided by qPCR methods, nor is it able to accommodate a wide range of pathogen loads. RESULTS: To address these issues, we introduce a novel adaptive semi-quantitative group testing (SQGT) scheme to efficiently screen populations via two-stage qPCR testing. The SQGT method quantizes cycle threshold (Ct) values into multiple bins, leveraging the information from the first stage of screening to improve the detection sensitivity. Dynamic Ct threshold adjustments mitigate dilution effects and enhance test accuracy. Comparisons with traditional binary outcome GT methods show that SQGT reduces the number of tests by 24% on the only complete real-world qPCR group testing dataset from Israel, while maintaining a negligible false negative rate. CONCLUSION: In conclusion, our adaptive SQGT approach, utilizing qPCR data and dynamic threshold adjustments, offers a promising solution for efficient population screening. With a reduction in the number of tests and minimal false negatives, SQGT holds potential to enhance disease control and testing strategies on a global scale.


Assuntos
Reação em Cadeia da Polimerase em Tempo Real , Reação em Cadeia da Polimerase em Tempo Real/métodos , Humanos
3.
Heliyon ; 10(8): e29546, 2024 Apr 30.
Artigo em Inglês | MEDLINE | ID: mdl-38681605

RESUMO

The kiwifruit has been identified as an enormous fruit for mid-hill horticulture due to its wider adaptability and diversification. The size and quality of kiwifruit were affected by its market. As a result, appropriate canopy management and orchard techniques are key components in its production. Pruning and hand thinning, especially in kiwifruit, have been observed to improve the size and quality of the fruit. Traditional pruning maintained shorter canes with 6-12 nodes and 4 fruits/shoots. However, this study extended cane length and retained loads of 20 nodes/cane and 6 fruits/shoot. Considering the above, a study was conducted to determine the effects of extended cane length and fruit thinning on kiwifruit growth, yield, and fruiting performance. Five pruning levels have been employed: 8, 10, 12, 14, and 16 nodes/cane; 4, 6, and 8 fruits/fruiting shoot. The result revealed that the pruning of up to 12 nodes/cane coupled with thinning up to 6 fruits/fruiting shoot resulted in maximum cane diameter, leaf area, leaf: fruit ratio, advancement in flower initiation, bud break percentage (86.79 %), real fertility index, fruit yield and a proportion of grade "A" fruits. The highest leaf chlorophyll content (67.50), flowers per floral shoot, and productivity were recorded with pruning up to 16 nodes/cane coupled with thinning up to 6 fruits/fruiting shoot. The physico-chemical parameters such as fruit weight, diameter, volume, TSS, TSS: acid ratio, total sugars, and C: N ratio of the leaf and shoot were also found to be highest with pruning up to 12 nodes/cane coupled with thinning up to 6 fruits/fruiting shoot. This treatment also gave the maximum net return on a per-hectare basis, hence it was found to be the most profitable for the farmers.

4.
Artigo em Inglês | MEDLINE | ID: mdl-38351357

RESUMO

Water pollutants are an emerging environmental hurdle for crop production and human health risks. In recent decades, the removal of contaminants from water using a cutting-edge approach like biosorbents is a strategy that is both cost-efficient and sustainable. For instance, since biowaste from fruit crops implies the frequent occurrence of average annual waste, it is imperative to formulate strategic initiatives to mitigate this emerging problem while simultaneously recognizing the potential for reutilization and reintroduction of such waste into the industrial sector. Fruit crops such as peels, seeds, skins, branches and stalks can be altered into biosorbents for water treatment. Partially mitigating the adverse impacts of biowaste that estimate to incur costs of billions of dollars around the world would be achieved with this engineering application. This review provides a perspective on the existing literature and brings up-to-date information and findings in the field of pomological crop waste as biosorbents for environmental remediation. In this way, we review the detrimental impact of environmental contaminants on biological organisms and different types of fruit crop waste and their utilization for wastewater treatment, with special emphasis on the formulation of biowaste sorbents (removal efficiency is > 80%) and their application for capturing pollutants such as heavy metals, organic and inorganic dyes and oils. Besides, the newly invented techniques for the characterization of fruit-based biosorbents, the parametric evaluation of biosorbents and their comparison with other available biosorbents are discussed. This review will be helpful for remediating contaminants in wastewater and a panacea for practical engineering solutions.

5.
Cancer Res Commun ; 3(6): 1004-1012, 2023 06.
Artigo em Inglês | MEDLINE | ID: mdl-37377613

RESUMO

Purpose: Immune checkpoint inhibitor and VEGFR inhibitor combinations are effective treatments for patients with metastatic renal cell carcinoma (mRCC). This phase I/II clinical trial evaluated the safety and efficacy of pembrolizumab and cabozantinib in patients with mRCC. Experimental Design: Eligible patients had mRCC with clear-cell or non-clear cell histology, adequate organ function, Eastern Cooperative Oncology Group 0-1 performance status, and no prior exposure to pembrolizumab or cabozantinib. The primary endpoint was objective response rate (ORR) at the recommended phase II dose (RP2D). Secondary endpoints included safety, disease control rate (DCR), duration of response (DoR), progression-free survival (PFS), and overall survival (OS). Results: Forty-five patients were enrolled. A total of 40 patients were treated at the RP2D of pembrolizumab 200 mg i.v. every 3 weeks and cabozantinib 60 mg orally once daily, 38 of which were evaluable for response. The ORR was 65.8% [95% confidence interval (CI), 49.9-78.8] for all evaluable patients [78.6% as first-line therapy, 58.3% as second-line therapy]. The DCR was 97.4% (95% CI, 86.5-99.9). Median DoR was 8.3 months (interquartile range, 4.6-15.1). At a median follow-up of 23.54 months, the median PFS was 10.45 months (95% CI, 6.25-14.63) and median OS was 30.81 months (95% CI, 24.2-not reached). The most common grade 1 and/or 2 treatment-related adverse events (TRAE) were diarrhea, anorexia, dysgeusia, weight loss, and nausea. The most common grade 3 and/or 4 TRAEs were hypertension, hypophosphatemia, alanine transaminase elevation, diarrhea, and fatigue. There was one grade 5 TRAE of reversible posterior encephalopathy syndrome related to cabozantinib. Conclusions: Pembrolizumab and cabozantinib treatment in patients with mRCC demonstrated encouraging preliminary efficacy and a manageable toxicity profile comparable with other available checkpoint inhibitor-tyrosine kinase inhibitor combinations. Trial Registration: ClinicalTrials.gov Identifier: NCT03149822 https://clinicaltrials.gov/ct2/show/NCT03149822. Significance: This study evaluated the safety and effectiveness of the combination of pembrolizumab and cabozantinib in patients with mRCC. The safety profile was manageable. The combination showed promising activity with an objective response rate of 65.8%, median PFS of 10.45 months, and median OS of 30.81 months.


Assuntos
Carcinoma de Células Renais , Neoplasias Renais , Humanos , Carcinoma de Células Renais/tratamento farmacológico , Neoplasias Renais/tratamento farmacológico , Anticorpos Monoclonais Humanizados/efeitos adversos
6.
Artigo em Inglês | MEDLINE | ID: mdl-36817302

RESUMO

Objective: The goal of the study is to quantify the reduction in the cases of influenza and how this decrease in incidence correlates with the execution of masking requirements in public as well as social distancing. Methods: Influenza statistics were collected from Northwell Health, a 23-hospital system located throughout New York State. Positive influenza results were collected representing the 2018-2019 Flu season, 2019-2020 Flu season, and compared to the 2020-2021 Flu season, which corresponded to the mask mandates and social distancing measures implemented in NYS. Results: Our data showed a dramatic decrease in influenza rates during the 2020-2021 Flu season, which corresponded to NYS's strict social distancing and mask requirements during the pandemic. This shows a steep decline correlating with the implementation of public health mandates directed at decreasing the spread of aerosolized particles between members of the population. Conclusion: Our data show a significant decrease in the number of positive influenza tests during the same period of time when COVID-19 social distancing and mask-wearing requirements were in effect.

7.
Artigo em Inglês | MEDLINE | ID: mdl-35385386

RESUMO

We consider the problem of determining the mutational support and distribution of the SARS-CoV-2 viral genome in the small-sample regime. The mutational support refers to the unknown number of sites that may eventually mutate in the SARS-CoV-2 genome while mutational distribution refers to the distribution of point mutations in the viral genome across a population. The mutational support may be used to assess the virulence of the virus and guide primer selection for real-time RT-PCR testing. Estimating the distribution of mutations in the genome of different subpopulations while accounting for the unseen may also aid in discovering new variants. To estimate the mutational support in the small-sample regime, we use GISAID sequencing data and our state-of-the-art polynomial estimation techniques based on new weighted and regularized Chebyshev approximation methods. For distribution estimation, we adapt the well-known Good-Turing estimator. Our analysis reveals several findings: First, the mutational supports exhibit significant differences in the ORF6 and ORF7a regions (older versus younger patients), ORF1b and ORF10 regions (females versus males) and in almost all ORFs (Asia/Europe/North America). Second, even though the N region of SARS-CoV-2 has a predicted 10% mutational support, mutations fall outside of the primer regions recommended by the CDC.


Assuntos
COVID-19 , SARS-CoV-2 , Masculino , Feminino , Humanos , SARS-CoV-2/genética , COVID-19/genética , Mutação/genética , Mutação Puntual , Genoma Viral/genética
8.
Plants (Basel) ; 11(23)2022 Dec 02.
Artigo em Inglês | MEDLINE | ID: mdl-36501392

RESUMO

In recent decades, organic kiwifruit farming has come up as a feasible method for high-quality kiwi production without using chemical fertilizers. The primary objective of this research was to investigate how the sole application of organic and the combined application of organic manures affected the growth, yields, and quality of Allison kiwifruit, as well as the soil's physicochemical characteristics. The field trial was conducted on cv. Allison to determine the efficacy of organic manures (OM) on growth, nutrient absorption, production and soil health. The experiment involved eight treatments, viz.: T1: 100% Dairy manure (DM); T2: 100% Vermicompost (VC); T3: 100% chicken manure (CM); T4: 50% DM + 50% CM; T5: 50% DM + 50% VC; T6: 50% CM + 50% VC; T7: DM + CM + VC in equal proportions; and T8: Recommended nutrients inorganic NPK + 40 kg DM. A randomized complete block design comprising three replicas was used in this investigation. The use of inorganic fertilizers (NPK) in combination with DM enhanced Spad Values Chlorophyll, fruit production, leaf number, leaf area, and stem diameter while also improving the soil's chemical characteristics. The flower initiation was recorded with DM and Vermicompost (50:50). Furthermore, when compared to inorganic fertilizer treatment, OM treatment significantly improved fruit quality by improving fruit chemical composition in terms of soluble solids contents and leaf nutrient status, as well as improving soil's physical properties with DM and Vermicompost (50:50). The study's outcome revealed that OM had a significant impact on flowering time, fruit SSC, leaf nutritional status, and soil physical characteristics. In comparison to organic treatments, recommended fertilizer dosages (NPK + DM) improved plant growth, fruit yield, and soil chemical characteristics.

9.
Crit Care Explor ; 4(8): e0747, 2022 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-36003828

RESUMO

Bebtelovimab is a monoclonal antibody used to prevent progression of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection. Complications of SARS-CoV-2 infection can include cardiac effects including sinus bradycardia. CASE SUMMARY: We describe the case of an 86-year-old male infected with SARS-CoV-2 who experienced bradycardia with cardiac arrest immediately following infusion of Bebtelovimab with return of spontaneous circulation obtained following 1 minute of chest compressions and administration of atropine. His bradycardia resolved, and he was extubated on hospital day 1, found to be neurologically intact, and discharged on hospital day 9. CONCLUSIONS: Due to the time course of the patient's symptomatology, we attribute the bradycardic arrest to the Bebtelovimab infusion. This case illustrates the need for further research into the etiology of bradycardia due to SARS-CoV-2 infection and to examine potential links to monoclonal antibody infusion. It also serves as important caution to maintain close cardiac monitoring while administering monoclonal antibodies for SARS-CoV-2.

10.
Cureus ; 14(4): e24624, 2022 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-35651411

RESUMO

Lupus nephritis is typically associated with anti-nuclear antibodies and anti-double-stranded DNA antibodies resulting in the intrarenal immune complex deposition. Levels of anti-double-stranded DNA antibodies reflect disease activity in these patients. With negative anti-double-stranded DNA antibodies, establishing a diagnosis of lupus nephritis is difficult. Lupus nephritis overlapped with anti-neutrophil cytoplasmic antibody-associated vasculitis is both a diagnostic and therapeutic dilemma. Herein, we describe a case of an asymptomatic 41-year-old female who had incidental findings of low hemoglobin and elevated serum creatinine. Making a clinical diagnosis of lupus nephritis and anti-neutrophil cytoplasmic antibody-associated vasculitis in an asymptomatic patient can be challenging and must be made based on the interpretation of evolving serology, imaging studies, and histopathology. Based on extensive workup, the patient was diagnosed with concurrent lupus nephritis and anti-neutrophil cytoplasmic antibody-associated vasculitis overlap syndrome warranting immediate immunosuppressive therapy.

12.
Blood Adv ; 3(20): 2911-2919, 2019 10 22.
Artigo em Inglês | MEDLINE | ID: mdl-31648312

RESUMO

Venetoclax is approved for older untreated acute myeloid leukemia (AML) patients. Venetoclax was available prior to approval off-label. We assessed our single-institution off-label experience with venetoclax/azacitidine, comparing outcomes with a clinical trial cohort that administered this regimen at the same institution. Thirty-three untreated AML patients unfit or unwilling to receive induction chemotherapy and prescribed venetoclax/azacitidine off-trial were retrospectively analyzed and compared with 33 patients who received the same therapy on trial. Outcomes were compared, and comparisons were made to a theoretical scenario in which off-trial patients received induction. Digital droplet polymerase chain reaction evaluated measurable residual disease (MRD). Off-trial venetoclax was attainable in nearly all patients for whom this was desired. The complete remission (CR)/CR with incomplete blood count recovery rate was 63.3% for off-trial patients who received treatment and 84.9% for trial patients (P = .081). The median overall survival for off-trial patients who received treatment was 381 days (95% confidence interval [CI], 174, not reached) vs 880 days (95% CI, 384, not reached) for trial patients (P = .041). Prior exposure to hypomethylating agents was associated with worse outcomes. Response rates with venetoclax/azacitidine were not inferior to a theoretical scenario in which patients received induction, and early death rates were less than expected with induction. MRD negativity was achievable. Newly diagnosed AML patients treated in a "real-world" scenario with off-trial venetoclax/azacitidine had inferior outcomes compared with patients treated in the setting of a clinical trial. Additionally, this therapy may be as effective, and less toxic, when compared with induction chemotherapy.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Leucemia Mieloide Aguda/tratamento farmacológico , Idoso , Idoso de 80 Anos ou mais , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Azacitidina/administração & dosagem , Compostos Bicíclicos Heterocíclicos com Pontes/administração & dosagem , Feminino , Seguimentos , Testes Genéticos , Humanos , Leucemia Mieloide Aguda/diagnóstico , Leucemia Mieloide Aguda/etiologia , Leucemia Mieloide Aguda/mortalidade , Masculino , Pessoa de Meia-Idade , Neoplasia Residual/diagnóstico , Prognóstico , Indução de Remissão , Sulfonamidas/administração & dosagem , Resultado do Tratamento
13.
J Shoulder Elbow Surg ; 24(7): 995-1004, 2015 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-26067191

RESUMO

BACKGROUND: Propionibacterium acnes infection is a significant problem after shoulder surgery. Residual P. acnes is found on the skin up to 29% of the time immediately after surgical skin preparation and in 70% of dermal biopsy specimens. These residual bacteria may be a source for infection. Identifying more ideal skin preparation may help reduce the risk of infection. The purpose of this study was to evaluate the effect that topical benzoyl peroxide (BPO), with chlorhexidine skin preparation, would have on the presence of P. acnes cultured at the time of shoulder surgery. We hypothesized that adding topical BPO to our skin preparation would reduce the number of positive P. acnes cultures identified during surgery. METHODS: Fifty patients undergoing first-time shoulder surgery were treated with topical 5% BPO cream 48 hours before surgery. After skin preparation, 13 samples per subject were obtained. Cultures were held for 14 days. RESULTS: Fifty patients underwent arthroscopic shoulder surgery; 650 culture specimens were obtained. The skin was positive at the initiation of surgery in 6% of cases. Tissue samples were positive in 6%. The skin was positive in 10% at the end of surgery. None of these rates of positive culture were different from the 4% rate observed with a control swab. CONCLUSION: Application of BPO is an effective way to reduce P. acnes on skin at the beginning and, importantly, at the end of a surgical procedure. This may result in a lower risk for postoperative infection.


Assuntos
Peróxido de Benzoíla/uso terapêutico , Fármacos Dermatológicos/uso terapêutico , Infecções por Bactérias Gram-Positivas/prevenção & controle , Propionibacterium acnes , Articulação do Ombro/cirurgia , Infecção da Ferida Cirúrgica/prevenção & controle , Administração Tópica , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Anti-Infecciosos Locais/uso terapêutico , Artroscopia , Clorexidina/uso terapêutico , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Cuidados Pré-Operatórios , Pele/microbiologia , Adulto Jovem
14.
Leuk Lymphoma ; 55(8): 1815-21, 2014 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-24283756

RESUMO

Liver dysfunction in patients with lymphoma presents an important clinical dilemma because it limits the use of anthracyclines and vinca alkaloids for this potentially curable malignancy. Patients are typically treated with corticosteroids, rituximab and the nitrogen mustard mechlorethamine, and then transitioned to definitive therapy after improvement in liver function. Between 2010 and 2012 mechlorethamine was not available and other strategies were required. In this case series, we describe seven cases of patients with lymphoma and liver dysfunction successfully treated in this time period with ifosfamide/carboplatin or gemcitabine/cisplatin.


Assuntos
Hepatopatias/complicações , Linfoma/complicações , Linfoma/tratamento farmacológico , Mecloretamina/administração & dosagem , Adulto , Idoso , Idoso de 80 Anos ou mais , Anticorpos Monoclonais Murinos/uso terapêutico , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Bilirrubina/sangue , Bleomicina/uso terapêutico , Ciclofosfamida/uso terapêutico , Dacarbazina/uso terapêutico , Doxorrubicina/uso terapêutico , Feminino , Humanos , Hepatopatias/sangue , Linfoma/diagnóstico , Masculino , Pessoa de Meia-Idade , Tomografia por Emissão de Pósitrons , Prednisona/uso terapêutico , Rituximab , Tomografia Computadorizada por Raios X , Resultado do Tratamento , Vimblastina/uso terapêutico , Vincristina/uso terapêutico
15.
Ther Adv Hematol ; 4(1): 15-35, 2013 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-23610611

RESUMO

Myeloproliferative neoplasms (MPNs) are clonal hematopoietic stem-cell disorders, characterized phenotypically by the abnormal accumulation of mature-appearing myeloid cells. Polycythemia vera, essential thrombocythemia, primary myelofibrosis (also known as 'BCR-ABL1-negative' MPNs), and chronic myeloid leukemia (CML) are the primary types of MPNs. After the discovery of the BCR-ABL1 fusion protein in CML, several oncogenic tyrosine kinases have been identified in 'BCR-ABL1-negative' MPNs, most importantly, JAK2V617F mutation. The similarity in the clinical characteristics of the BCR-ABL1-negative MPN patients along with the prevalence of the Janus kinase mutation in this patient population provided a strong rationale for the development of a new class of pharmacologic inhibitors that target this pathway. The first of its class, ruxolitinib, has now been approved by the food and drug administration (FDA) for the management of patients with intermediate- to high-risk myelofibrosis. Ruxolitinib provides significant and sustained improvements in spleen related and constitutional symptoms secondary to the disease. Although noncurative, ruxolitinib represents a milestone in the treatment of myelofibrosis patients. Other types of JAK2 inhibitors are being tested in various clinical trials at this point and may provide better efficacy data and safety profile than its predecessor. In this article, we comprehensively reviewed and summarized the available preclinical and clinical trials pertaining to JAK inhibitors.

17.
Int J Radiat Oncol Biol Phys ; 78(3): 667-74, 2010 Nov 01.
Artigo em Inglês | MEDLINE | ID: mdl-20171802

RESUMO

PURPOSE: The optimal roles for imaging-based biomarkers in the management of head-and-neck cancer remain undefined. Unresolved questions include whether functional or anatomic imaging might improve mortality risk assessment for this disease. We addressed these issues in a prospective institutional trial. METHODS AND MATERIALS: Ninety-eight patients with locally advanced pharyngolaryngeal squamous cell cancer were enrolled. Each underwent pre- and post-chemoradiotherapy contrast-enhanced computed tomography (CT) and (18)F-fluorodeoxyglucose (FDG)-positron emission tomography (PET)/CT imaging. Imaging parameters were correlated with survival outcomes. RESULTS: Low post-radiation primary tumor FDG avidity correlated with improved survival on multivariate analysis; so too did complete primary tumor response by CT alone. Although both imaging modalities lacked sensitivity, each had high specificity and negative predictive value for disease-specific mortality risk assessment. Kaplan-Meier estimates confirmed that both CT and FDG-PET/CT stratify patients into distinct high- and low-probability survivorship groups on the basis of primary tumor response to radiotherapy. Subset analyses demonstrated that the prognostic value for each imaging modality was primarily derived from patients at high risk for local treatment failure (human papillomavirus [HPV]-negative disease, nonoropharyngeal primary disease, or tobacco use). CONCLUSIONS: CT alone and FDG-PET/CT are potentially useful tools in head-and-neck cancer-specific mortality risk assessment after radiotherapy, particularly for selective use in cases of high-risk HPV-unrelated disease. Focus should be placed on corroboration and refinement of patient selection for imaging-based biomarkers in future studies.


Assuntos
Carcinoma de Células Escamosas , Neoplasias Laríngeas , Neoplasias Faríngeas , Tomografia por Emissão de Pósitrons/métodos , Tomografia Computadorizada por Raios X/métodos , Adulto , Idoso , Carcinoma de Células Escamosas/diagnóstico por imagem , Carcinoma de Células Escamosas/tratamento farmacológico , Carcinoma de Células Escamosas/mortalidade , Carcinoma de Células Escamosas/radioterapia , Fracionamento da Dose de Radiação , Feminino , Fluordesoxiglucose F18 , Papillomavirus Humano 16/isolamento & purificação , Humanos , Neoplasias Laríngeas/diagnóstico por imagem , Neoplasias Laríngeas/tratamento farmacológico , Neoplasias Laríngeas/mortalidade , Neoplasias Laríngeas/radioterapia , Masculino , Pessoa de Meia-Idade , Análise Multivariada , Neoplasias Faríngeas/diagnóstico por imagem , Neoplasias Faríngeas/tratamento farmacológico , Neoplasias Faríngeas/mortalidade , Neoplasias Faríngeas/radioterapia , Estudos Prospectivos , Curva ROC , Compostos Radiofarmacêuticos , Radioterapia de Intensidade Modulada , Medição de Risco , Sensibilidade e Especificidade
18.
J Clin Oncol ; 27(15): 2509-15, 2009 May 20.
Artigo em Inglês | MEDLINE | ID: mdl-19332725

RESUMO

PURPOSE: [(18)F]Fluorodeoxyglucose positron emission tomography (FDG-PET)/computed tomography (CT) imaging may improve assessment of radiation response in patients with head and neck cancer, but it is not yet known for which patients this is most useful. We conducted a prospective trial to identify patient populations likely to benefit from the addition of functional imaging to the assessment of radiotherapy response. PATIENTS AND METHODS: Ninety-eight patients with locally advanced cancer of the oropharynx, larynx, or hypopharynx were prospectively enrolled and treated with primary radiotherapy, with or without chemotherapy. Patients underwent FDG-PET/CT and contrast-enhanced CT imaging 8 weeks after completion of treatment. Functional and anatomic imaging response was correlated with clinical and pathologic response. Imaging accuracy was then compared between imaging modalities. RESULTS: Although postradiation maximum standard uptake values were significantly higher in nonresponders compared with responders, the positive and negative predictive values of FDG-PET/CT scanning were similar to those for CT alone in the unselected study population. Subset analyses revealed that FDG-PET/CT outperformed CT alone in response assessment for patients at high risk for treatment failure (those with human papillomavirus [HPV] -negative disease, nonoropharyngeal primaries, or history of tobacco use). No benefit to FDG-PET/CT was seen for low-risk patients lacking these features. CONCLUSION: These data do not support the broad application of FDG-PET/CT for radiation response assessment in unselected head and neck cancer patients. However, FDG-PET/CT may be the imaging modality of choice for patients with highest risk disease, particularly those with HPV-negative tumors. Optimal timing of FDG-PET/CT imaging after radiotherapy merits further investigation.


Assuntos
Carcinoma de Células Escamosas/diagnóstico por imagem , Carcinoma de Células Escamosas/radioterapia , Neoplasias de Cabeça e Pescoço/diagnóstico por imagem , Neoplasias de Cabeça e Pescoço/radioterapia , Tomografia por Emissão de Pósitrons/métodos , Tomografia Computadorizada por Raios X/métodos , Carcinoma de Células Escamosas/patologia , Fluordesoxiglucose F18 , Neoplasias de Cabeça e Pescoço/patologia , Humanos , Valor Preditivo dos Testes , Curva ROC , Compostos Radiofarmacêuticos
19.
J Thorac Oncol ; 4(3): 333-7, 2009 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-19190519

RESUMO

BACKGROUND: Brain metastases confer significant morbidity and a poorer survival in non-small cell lung cancer (NSCLC). Vascular endothelial growth factor-targeted antiangiogenic therapies (AAT) have demonstrated benefit for patients with metastatic NSCLC and are expected to directly inhibit the pathophysiology and morbidity of brain metastases, yet patients with brain metastases have been excluded from most clinical trials of AAT for fear of intracranial hemorrhage (ICH). The underlying risk of ICH from NSCLC brain metastases is low, but needs to be quantitated to plan clinical trials of AAT for NSCLC brain metastases. METHODS: Data from MD Anderson Cancer Center Tumor Registry and electronic medical records from January 1998 to March 2006 was interrogated. Two thousand one hundred forty-three patients with metastatic NSCLC registering from January 1998 to September 2005 were followed till March 2006. Seven hundred seventy-six patients with and 1,367 patients without brain metastases were followed till death, date of ICH, or last date of study, whichever occurred first. RESULTS: The incidence of ICH seemed to be higher in those with brain metastasis compared with those without brain metastases, in whom they occurred as result of cerebrovascular accidents. However, the rates of symptomatic ICH were not significantly different. All ICH patients with brain metastasis had received radiation therapy for them and had been free of anticoagulation. Most of the brain metastasis-associated ICH's were asymptomatic, detected during increased radiologic surveillance. The rates of symptomatic ICH, or other cerebrovascular accidents in general were similar and not significantly different between the two groups. CONCLUSIONS: In metastatic NSCLC patients, the incidence of spontaneous ICH appeared to be higher in those with brain metastases compared with those without, but was very low in both groups without a statistically significant difference. These data suggest a minimal risk of clinically significant ICH for NSCLC brain metastasis patients and proposes having more well designed prospective trail to see the role of AAT in this patient population.


Assuntos
Neoplasias Encefálicas/epidemiologia , Neoplasias Encefálicas/secundário , Carcinoma Pulmonar de Células não Pequenas/secundário , Hemorragias Intracranianas/epidemiologia , Neoplasias Pulmonares/patologia , Acidente Vascular Cerebral/epidemiologia , Distribuição por Idade , Idoso , Idoso de 80 Anos ou mais , Neoplasias Encefálicas/terapia , Carcinoma Pulmonar de Células não Pequenas/epidemiologia , Carcinoma Pulmonar de Células não Pequenas/terapia , Intervalos de Confiança , Feminino , Humanos , Incidência , Hemorragias Intracranianas/diagnóstico , Neoplasias Pulmonares/epidemiologia , Neoplasias Pulmonares/terapia , Masculino , Pessoa de Meia-Idade , Probabilidade , Prognóstico , Valores de Referência , Sistema de Registros , Estudos Retrospectivos , Medição de Risco , Distribuição por Sexo , Acidente Vascular Cerebral/diagnóstico , Análise de Sobrevida
20.
Int J Radiat Oncol Biol Phys ; 71(2): 401-6, 2008 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-18164845

RESUMO

PURPOSE: Carcinoma of the nasal cavity and septum has historically been associated with a poor prognosis. This report updates the long-term outcomes for radiotherapy (RT) of this disease site at the University of Texas M.D. Anderson Cancer Center. METHODS AND MATERIALS: A retrospective analysis was performed on the data from 68 patients diagnosed with histologically proven carcinoma of the nasal cavity or septum treated with RT for curative intent between 1969 and 2000. The disease histologic type was as follows: 45 (66%) had squamous cell carcinoma, 12 (18%) had adenoid cystic carcinoma, 8 (12%) had adenocarcinoma, and 3 (4%) had poorly/undifferentiated carcinoma. Of the 68 patients, 32 (47%) had received definitive RT. Of these, 23 had received external beam RT and 9 brachytherapy. Of the remaining 36 patients, 3 (4%) underwent preoperative external beam RT and 33 (49%) postoperative external beam RT. Of the 68 patients, 13 (19%) received neck RT. The median dose for patients receiving definitive and postoperative RT was 65 and 58.2 Gy, respectively. The median follow-up for the entire cohort was 11 years (range, 2.4-30.1 years). RESULTS: Of the 68 patients, 19 (28%) developed a locoregional relapse, 14 (21%) locally and 5 (7%) regionally. The local control rate at 5 and 10 years was 86% and 76%, respectively. The disease-specific survival rate was 86% and 78%, and the overall survival rate was 82% and 62% at 5 and 10 years, respectively. CONCLUSION: This extended follow-up of our institutional experience has demonstrated that RT can provide durable long-term locoregional control and survival outcomes for patients with carcinoma of the nasal cavity and septum.


Assuntos
Carcinoma/radioterapia , Neoplasias Nasais/radioterapia , Adenocarcinoma/mortalidade , Adenocarcinoma/radioterapia , Adulto , Idoso , Idoso de 80 Anos ou mais , Carcinoma/mortalidade , Carcinoma Adenoide Cístico/mortalidade , Carcinoma Adenoide Cístico/radioterapia , Carcinoma de Células Escamosas/mortalidade , Carcinoma de Células Escamosas/radioterapia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Cavidade Nasal , Septo Nasal , Neoplasias Nasais/mortalidade , Prognóstico , Dosagem Radioterapêutica , Estudos Retrospectivos , Taxa de Sobrevida , Resultado do Tratamento
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