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1.
Proc Natl Acad Sci U S A ; 120(35): e2301045120, 2023 08 29.
Artigo em Inglês | MEDLINE | ID: mdl-37607229

RESUMO

Subverting the host immune system is a major task for any given pathogen to assure its survival and proliferation. For the opportunistic human pathogen Bacillus cereus (Bc), immune evasion enables the establishment of potent infections. In various species of the Bc group, the pleiotropic regulator PlcR and its cognate cell-cell signaling peptide PapR7 regulate virulence gene expression in response to fluctuations in population density, i.e., a quorum-sensing (QS) system. However, how QS exerts its effects during infections and whether PlcR confers the immune evading ability remain unclear. Herein, we report how interception of the QS communication in Bc obliterates the ability to affect the host immune system. Here, we designed a peptide-based QS inhibitor that suppresses PlcR-dependent virulence factor expression and attenuates Bc infectivity in mouse models. We demonstrate that the QS peptidic inhibitor blocks host immune system-mediated eradication by reducing the expression of PlcR-regulated major toxins similarly to the profile that was observed for isogenic strains. Our findings provide evidence that Bc infectivity is regulated by QS circuit-mediated destruction of host immunity, thus reveal a interesting strategy to limit Bc virulence and enhance host defense. This peptidic quorum-quenching agent constitutes a readily accessible chemical tool for studying how other pathogen QS systems modulate host immunity and forms a basis for development of anti-infective therapeutics.


Assuntos
Bacillus , Percepção de Quorum , Humanos , Animais , Camundongos , Comunicação Celular , Bacillus cereus , Sistema Imunitário , Peptídeos/farmacologia
2.
Environ Res ; 259: 119448, 2024 Jun 27.
Artigo em Inglês | MEDLINE | ID: mdl-38942255

RESUMO

Dye wastewater consists of high solids concentrations, heavy metals, minor contaminants, dissolved chemical oxygen demand, and microorganisms. Nanoflowers are nanoparticles that resemble flowers when viewed at a microscopic level. Inorganic metal oxide nanoflowers have been discovered to be a potential source for overcoming this situation. Their flower-like features give them a higher surface area to volume ratio and porosity structure, which can absorb a significant amount of dye. The metal oxide nanoflower synthesized from different synthesis methods is used to compare which one is cost-effective and capable of generating a large scale of nanoflower. This review has demonstrated outstanding dye removal efficiency by applying inorganic nanoflowers to dye removal. Since both adsorption and photocatalytic reactions enhance the dye degradation process, complete dye degradation could be achieved. Meanwhile, the inorganic metal oxide nanoflowers' exemplary reusability characteristics with negligible performance drop further prove that this approach is highly sustainable and may help to save costs. This review has proven the momentum of obtaining high dye removal efficiency in wastewater treatment to conclude that the metal oxide nanoflower study is worth researching.

3.
Oral Dis ; 30(1): 23-37, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-37335832

RESUMO

Salivary biomarkers can improve the efficacy, efficiency, and timeliness of oral and maxillofacial disease diagnosis and monitoring. Oral and maxillofacial conditions in which salivary biomarkers have been utilized for disease-related outcomes include periodontal diseases, dental caries, oral cancer, temporomandibular joint dysfunction, and salivary gland diseases. However, given the equivocal accuracy of salivary biomarkers during validation, incorporating contemporary analytical techniques for biomarker selection and operationalization from the abundant multi-omics data available may help improve biomarker performance. Artificial intelligence represents one such advanced approach that may optimize the potential of salivary biomarkers to diagnose and manage oral and maxillofacial diseases. Therefore, this review summarized the role and current application of techniques based on artificial intelligence for salivary biomarker discovery and validation in oral and maxillofacial diseases.


Assuntos
Cárie Dentária , Doenças da Boca , Doenças Periodontais , Humanos , Inteligência Artificial , Doenças da Boca/diagnóstico , Biomarcadores , Doenças Periodontais/diagnóstico
4.
J Environ Manage ; 353: 120170, 2024 Feb 27.
Artigo em Inglês | MEDLINE | ID: mdl-38308991

RESUMO

The stress of pharmaceutical and personal care products (PPCPs) discharging to water bodies and the environment due to increased industrialization has reduced the availability of clean water. This poses a potential health hazard to animals and human life because water contamination is a great issue to the climate, plants, humans, and aquatic habitats. Pharmaceutical compounds are quantified in concentrations ranging from ng/Lto µg/L in aquatic environments worldwide. According to (Alsubih et al., 2022), the concentrations of carbamazepine, sulfamethoxazole, Lutvastatin, ciprofloxacin, and lorazepam were 616-906 ng/L, 16,532-21635 ng/L, 694-2068 ng/L, 734-1178 ng/L, and 2742-3775 ng/L respectively. Protecting and preserving our environment must be well-driven by all sectors to sustain development. Various methods have been utilized to eliminate the emerging pollutants, such as adsorption and biological and advanced oxidation processes. These methods have their benefits and drawbacks in the removal of pharmaceuticals. Successful wastewater treatment can save the water bodies; integrating green initiatives into the main purposes of actor firms, combined with continually periodic awareness of the current and potential implications of environmental/water pollution, will play a major role in water conservation. This article reviews key publications on the adsorption, biological, and advanced oxidation processes used to remove pharmaceutical products from the aquatic environment. It also sheds light on the pharmaceutical adsorption capability of adsorption, biological and advanced oxidation methods, and their efficacy in pharmaceutical concentration removal. A research gap has been identified for researchers to explore in order to eliminate the problem associated with pharmaceutical wastes. Therefore, future study should focus on combining advanced oxidation and adsorption processes for an excellent way to eliminate pharmaceutical products, even at low concentrations. Biological processes should focus on ideal circumstances and microbial processes that enable the simultaneous removal of pharmaceutical compounds and the effects of diverse environments on removal efficiency.


Assuntos
Cosméticos , Poluentes Químicos da Água , Purificação da Água , Humanos , Águas Residuárias , Poluentes Químicos da Água/análise , Cosméticos/análise , Purificação da Água/métodos , Água , Preparações Farmacêuticas
5.
Oral Dis ; 2023 Nov 27.
Artigo em Inglês | MEDLINE | ID: mdl-38009867

RESUMO

OBJECTIVES: This study assessed the validity of nomograms for predicting malignant transformation (MT) among patients with oral leukoplakia (OL) and oral lichen planus (OLP). MATERIALS AND METHODS: Two nomograms were identified following a systematic search. Variables to interrogate both nomograms were obtained for a retrospective OL/OLP cohort. Then, the nomograms were applied to estimate MT probabilities twice and their average was used to calculate the discriminatory performance, calibration, and potential net benefit of the models. Subgroup analyses were performed for patients with OL, OLP, and oral epithelial dysplasia. RESULTS: Predicted probabilities were mostly significantly higher among OL/OLP patients who developed MT compared to those who did not (p = <0.001-0.034). AUC values and Brier scores of the nomograms were 0.644-0.844 and 0.040-0.088 among OL patients and 0.580-0.743 and 0.008-0.072 among OLP patients. Decision curve analysis suggested that the nomograms had some net benefit for risk stratification. However, the models did not best binary dysplasia grading in discriminatory validity and net benefit among patients with OL and oral epithelial dysplasia. CONCLUSION: Nomograms for predicting MT may have satisfactory validity among patients with OL than OLP, but they do not outperform binary dysplasia grading in risk stratification of OL.

6.
J Oral Pathol Med ; 51(5): 464-473, 2022 May.
Artigo em Inglês | MEDLINE | ID: mdl-35312123

RESUMO

BACKGROUND: Impact and efficiency of oral cancer and oral potentially malignant disorders screening are most realized in "at-risk" individuals. However, tools that can provide essential knowledge on individuals' risks are not applied in risk-based screening. This study aims to optimize a simplified risk scoring system for risk stratification in organized oral cancer and oral potentially malignant disorders screening. METHODS: Participants were invited to attend a community-based oral cancer and oral potentially malignant disorders screening program in Hong Kong. Visual oral examination was performed for all attendees and information on sociodemographic characteristics as well as habitual, lifestyle, familial, and comorbidity risk factors were obtained. Individuals' status of those found to have suspicious lesions following biopsy and histopathology were classified as positive/negative and this outcome was used in a multiple logistic regression analysis with variables collected during screening. Odds ratio weightings were then used to develop a simplified risk scoring system which was validated in an external cohort. RESULTS: Of 979 participants, 4.5% had positive status following confirmatory diagnosis. A 12-variable simplified risk scoring system with weightings was generated with an AUC, sensitivity, and specificity of 0.82, 0.71, and 0.78 for delineating high-risk cases. Further optimization on the validation cohort of 491 participants yielded a sensitivity and specificity of 0.75 and 0.87 respectively. CONCLUSIONS: The simplified risk scoring system was able to stratify oral cancer and oral potentially malignant disorders risk with satisfactory sensitivity and specificity and can be applied in risk-based disease screening.


Assuntos
Neoplasias Bucais , Lesões Pré-Cancerosas , Detecção Precoce de Câncer , Humanos , Programas de Rastreamento , Neoplasias Bucais/diagnóstico , Neoplasias Bucais/patologia , Lesões Pré-Cancerosas/diagnóstico , Lesões Pré-Cancerosas/patologia , Medição de Risco
7.
Oral Dis ; 28(3): 541-558, 2022 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-33423350

RESUMO

OBJECTIVES: This study aims to determine the diagnostic test accuracy (DTA) of hypermethylated DNA biomarkers in saliva and oral swabs for oral squamous cell carcinoma (OSCC) detection from the prevalidation studies available. MATERIALS AND METHODS: Electronic database searching of PubMed, EMBASE, Cochrane Library, Scopus, Web of Science, and LILACS was conducted to identify relevant articles that were published between January 1, 2000, and August 1, 2020. RESULTS: Meta-analysis was conducted based on 11 of 20 studies selected for review. Included studies had high bias concerns on the QUADAS-2 study assessment tool. We found that salivary and oral swab hypermethylation markers had better specificity than sensitivity for oral cancer detection. Summary sensitivity and specificity (95% CI) of hypermethylation panels were 86.2% (60-96.2) and 90.6% (85.9-93.9) while for individual markers, summary sensitivity and specificity (95% CI) were 70% (56.9-80.5) and 91.9% (80.3-96.9), respectively. Respective positive and negative likelihood ratios for combined markers were 9.2 (5.89-14.36) and 0.15 (0.05-0.5), and 8.61 (3.39-21.87) and 0.33 (0.22-0.49) for single-application biomarkers. CONCLUSION: DNA hypermethylation biomarkers especially in combination have acceptable DTA that warrants further optimization with rigorous biomarker evaluation methods for conclusive determination of their efficacy.


Assuntos
Carcinoma de Células Escamosas , Neoplasias de Cabeça e Pescoço , Neoplasias Bucais , Biomarcadores , Carcinoma de Células Escamosas/diagnóstico , Carcinoma de Células Escamosas/genética , Carcinoma de Células Escamosas/patologia , DNA , Humanos , Neoplasias Bucais/diagnóstico , Neoplasias Bucais/genética , Neoplasias Bucais/patologia , Saliva , Sensibilidade e Especificidade
8.
J Cancer Educ ; 37(2): 439-448, 2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-32705524

RESUMO

Assessing the baseline knowledge status and expectations of the target population of any health promotion and secondary prevention program is essential to the success of such intervention. To obtain this information about the Hong Kong population a priori to implementing these preventive strategies for oral cancer in addition to determining the willingness of potential screening participants to take risk-profiling assessments, a cross-sectional survey was conducted between November 2019 and March 2020. A total of 964 residents between the ages 18 and 86 years were invited to participate in this study across the three geographical areas in Hong Kong. Most participants self-reported being aware of oral cancer (86.3%), although the proportion of those with substantial knowledge on salient risk factors and early identifiable signs were very low (2.9%). Age and level of education were the only demographic characteristics associated with the knowledge status. The proportion of participants willing to attend community screening and partake in risk profiling assessment was high (83.9% and 80.9% respectively). Willingness to attend community screening was directly associated with respondents' self-reported oral cancer awareness status (OR: 1.9, 95% CI: 1.22-2.96). Also, we observed that those participants who were willing to attend screening are more inclined to take risk prediction assessments that those not willing to attend. These findings have showcased the need to intensify health promotion via personal skills development to encourage early disease presentation and will assist in the planning of these programs accordingly in the Hong Kong population.


Assuntos
Conhecimentos, Atitudes e Prática em Saúde , Neoplasias Bucais , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Estudos Transversais , Detecção Precoce de Câncer , Hong Kong/epidemiologia , Humanos , Pessoa de Meia-Idade , Neoplasias Bucais/diagnóstico , Neoplasias Bucais/prevenção & controle , Inquéritos e Questionários , Adulto Jovem
9.
J Oral Pathol Med ; 50(1): 39-46, 2021 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-32939835

RESUMO

BACKGROUND: The global burden of oral squamous cell carcinoma (OSCC) remains formidable. Identifying factors predictive of aggressive tumour behaviour, disease progression and reduced survival time may assist in early identification of "high-risk" patients and appropriately target combination cancer therapies. METHODS: A retrospective review of 467 OSCC patients treated over a 19-year period facilitated detailed clinico-pathological database analysis and determination of clinical outcome categories based upon time to progressive disease (loco-regional tumour recurrence and/or distant metastasis), overall death and OSCC-related death (death directly attributable to OSCC). Odds ratio (OR) and hazard ratio (HR) statistical measures were used to investigate relationships between patient demographics and clinico-pathological tumour features with clinical outcome. RESULTS: Older age at presentation (P = .002) and a history of previous non-head and neck cancer (P = .010) increased the risk of overall death. OR for progressive disease development (P = .008) and OSCC-related death (P = .019) was most significant for buccal tumours. HR confirmed advanced-stage disease increased the risk of progressive disease (P < .001), overall death (P < .001) and OSCC-related death (P < .001). Positive resection margins were associated with a higher risk of OSCC-related death (P = .023). Significantly lower risks of progressive disease development (P = .002) and OSCC-related death (P = .012) were seen in patients undergoing neck dissection, whilst combination chemoradiotherapy reduced HR for overall death (P < .001) and OSCC-related death (P = .011). CONCLUSION: Statistical profiling of OSCC clinico-pathological data identifies significant influences on clinical outcome. This study adds evidence to the hypothesis that buccal SCC displays aggressive tumour behaviour and poor clinical outcome.


Assuntos
Carcinoma de Células Escamosas , Neoplasias de Cabeça e Pescoço , Neoplasias Bucais , Idoso , Carcinoma de Células Escamosas/terapia , Humanos , Neoplasias Bucais/terapia , Recidiva Local de Neoplasia , Prognóstico , Estudos Retrospectivos
10.
J Oral Pathol Med ; 50(10): 979-984, 2021 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-33811374

RESUMO

BACKGROUND: Oral squamous cell carcinoma (OSCC) is the 15th most common cause of cancer-related mortality worldwide and approximately one oral cancer-related death occurs for every two new diagnoses. Death-due-to-disease is usually ascribed to inoperable primary tumours, treatment complications, second primary tumours arising due to field cancerization, or locoregional recurrence and distant metastases. METHODS: A retrospective review of OSCC patients treated over a 19-year period, betweenOctober 1st , 2000 and October 1st , 2019. Patient demographic records were collected from consecutively treated adult patients with clinical subtypes corresponding to ICD-10 C00-C06, C09 and C10 were retrieved from the database. Patients who had suffered three or more recurrences after diagnosis of the primary tumour are defined as multiple-recurrent patients. RESULTS: A total of 467 OSCC patients were treated during the study period. One hundred and fifty-five patients developed recurrent OSCC, amongst which 22 were designated as multiple cases. The time between initial OSCC diagnosis and first tumour recurrence varied from 3 to 276 months. Nine of the 22 multiple patients (41%) were diagnosed with buccal mucosal SCC as the primary tumour, which is significantly higher than the average prevalence (or 4.4, 95% CI (1.8, 10.8), p < 0.001) for buccal tumours within the cohort. All patients were treated initially by surgical tumour excision. There were no demonstrable differences in adjuvant chemo-radiotherapy regimes in any of the study groups. CONCLUSION: Multiple OSCC development may occur either synchronously or metachronously during the course of oral cancer disease and poses an important management problem in contemporary oncology practice.


Assuntos
Carcinoma de Células Escamosas , Neoplasias de Cabeça e Pescoço , Neoplasias Bucais , Carcinoma de Células Escamosas/terapia , Neoplasias de Cabeça e Pescoço/terapia , Humanos , Neoplasias Bucais/terapia , Recidiva Local de Neoplasia , Estudos Retrospectivos
11.
Clin Oral Investig ; 25(12): 6909-6918, 2021 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-33991259

RESUMO

OBJECTIVES: To compare the treatment response and prognosis of oral cavity cancer between non-smoking and non-alcohol-drinking (NSND) patients and smoking and alcohol-drinking (SD) patients. METHODS: A total of 313 consecutively treated patients from 2000 to 2019 were included. Demographic, clinicopathologic, treatment, and prognosis information were obtained. Relapse-free survival (RFS), disease-specific survival (DSS), and overall survival (OS) were compared between NSND and SD groups using Kaplan-Meier plots, log-rank test, and multivariate Cox regression analysis. RESULTS: Sample prevalence of NSND patients was 54.6%. These patients were predominantly females in their eighth decade with lower prevalence of floor of the mouth cancers compared to SD patients (1.8% vs 14.8%). No difference in the RFS and DSS between both groups was found following multivariable analysis; however, NSND patients had better OS (HR (95% CI) - 0.47 (0.29-0.75); p = 0.002). Extracapsular extension was associated with significantly poorer OS, DSS, and RFS in this oral cavity cancer cohort. CONCLUSION: Treatment response and disease-specific prognosis are comparable between NSND and SD patients with oral cavity cancer. However, NSND patients have better OS. CLINICAL RELEVANCE: This study shows that oral cavity cancer in NSND is not less or more aggressive compared to SD patients. Although better survival is expected for NSND than SD patients, this is likely due to the reduced incidence of other chronic diseases in the NSND group.


Assuntos
Carcinoma de Células Escamosas , Neoplasias Bucais , Carcinoma de Células Escamosas/patologia , Feminino , Humanos , Neoplasias Bucais/epidemiologia , Neoplasias Bucais/patologia , Neoplasias Bucais/terapia , Recidiva Local de Neoplasia , Estadiamento de Neoplasias , Prognóstico , Estudos Retrospectivos
12.
Cleft Palate Craniofac J ; 58(7): 888-893, 2021 07.
Artigo em Inglês | MEDLINE | ID: mdl-34128403

RESUMO

OBJECTIVE: This study aims to document the experience of an indigenous surgical mission on the occurrence of unrepaired cleft in 2 visits to Minna, North-Central Nigeria. DESIGN: This retrospective study involved participants with orofacial cleft anomaly at 2 surgical outreaches held in Minna in 2011 and 2017. Baseline data were initially obtained from case files of patients at both programs. Data collected were analyzed employing appropriate statistical tests for continuous and categorical variables. SETTING: Two outreach programs in Minna, North-Central Nigeria by Cleft and Facial Deformity Foundation in 2011 and 2017. RESULTS: A total of 117 participants with cleft anomaly were encountered at both surgical outreach programs. The sample prevalence of unrepaired cleft was 61.5% with an overall mean age (standard deviation) of 10 (13.2) years. Most participants presented with unilateral complete cleft lip (70.8%) which was more common on the left side and had no family history of orofacial cleft (54.2%). Information on the surgical program was mostly obtained via friends and relatives in 32.6% and lack of wherewithal to offset the expense of cleft surgery and supportive treatment represented the most common reason for the delay of surgical repair (50%). CONCLUSION: We found a high proportion of patients with unrepaired cleft in our sample which may mirror happenings in other developing world centers. We advocate continued collaborations between indigenous missions and international funding agencies to further encourage continued repair of unrepaired cleft in developing centers.


Assuntos
Fenda Labial , Fissura Palatina , Criança , Fenda Labial/epidemiologia , Fenda Labial/cirurgia , Fissura Palatina/epidemiologia , Fissura Palatina/cirurgia , Humanos , Nigéria , Prevalência , Estudos Retrospectivos
13.
J Oral Pathol Med ; 49(10): 1004-1010, 2020 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-32740985

RESUMO

BACKGROUND: Oral squamous cell carcinoma (OSCC) is a lethal and deforming disease of rising incidence. With poor 5-year survival rates associated with higher stage disease, there is a need in clinical practice for reliable prognostic determinants to consolidate treatment planning and coordinate therapeutic approaches to improve long-term clinical outcomes for patients. METHODS: A retrospective clinicopathological review of 467 OSCC patients with documented clinical outcome and treated in Hong Kong over a 19-year period was undertaken to investigate the potential prognostic role of 4 specific histopathological features of invasive tumour behaviour: perineural invasion (PNI), bone invasion (BNI), lymphovascular invasion (LVI) and extra-nodal extension (ENE) in metastatic neck disease. RESULTS: Histopathological data for PNI, BNI, LVI and ENE, and stratified as zero, one, two, three or four positives, were available for 279 patients. A trend for decreased disease-free status was seen with increasing numbers of positive histopathological features, although this was not statistically significant (P = .1076). The time to onset of further disease (loco-regional recurrence and/or distant metastasis) was statistically significant, however, with progressive disease presenting most rapidly with increasing numbers of positive invasive parameters (P = .000152). CONCLUSION: PNI, BNI, LVI and ENE, especially when found in combination, show promise as prognostic markers of poor clinical outcome following OSCC treatment. Further, multi-centre prospective studies are required to confirm the predictive value of multi-positive histopathological features in clinical practice and to help improve individualised treatment planning.


Assuntos
Carcinoma de Células Escamosas , Neoplasias Bucais , Humanos , Metástase Linfática , Invasividade Neoplásica , Recidiva Local de Neoplasia , Prognóstico , Estudos Prospectivos , Estudos Retrospectivos
14.
J Oral Pathol Med ; 49(9): 907-913, 2020 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-32450000

RESUMO

BACKGROUND: Preventive and early diagnostic methods such as health promotion and disease screening are increasingly advocated to improve detection and survival rates for oral cancer. These strategies are most effective when targeted at "high-risk" individuals and populations. Bayesian disease-mapping modelling is a statistical method to quantify and explain spatial and temporal patterns for risk and covariate factor influence, thereby identifying "high-risk" sub-regions or "case clustering" for targeted intervention. Rarely applied to oral cancer epidemiology, this paper highlights the efficacy of disease mapping for the Hong Kong population. METHODS: Following ethical approval, anonymized individual-level data for oral cancer diagnoses were obtained retrospectively from the Clinical Data Analysis and Reporting System (CDARS) of the Hong Kong Hospital Authority (HA) database for a 7-year period (January 2013 to December 2019). Data facilitated disease mapping and estimation of relative risks of oral cancer incidence and mortality. RESULTS: A total of 3,341 new oral cancer cases and 1,506 oral cancer-related deaths were recorded during the 7-year study period. Five districts, located in Hong Kong Island and Kowloon, exhibited considerably higher relative incidence risks with 1 significant "case cluster" hotspot. Six districts displayed higher mortality risks than expected from territory-wide values, with highest risk identified for two districts of Hong Kong Island. CONCLUSION: Bayesian disease mapping is successful in identifying and characterizing "high-risk" areas for oral cancer incidence and mortality within a community. This should facilitate targeted preventive and interventional strategies. Further work is encouraged to enhance global-level data and comprehensive mapping of oral cancer incidence, mortality and survival.


Assuntos
Neoplasias Bucais , Teorema de Bayes , Hong Kong/epidemiologia , Humanos , Incidência , Neoplasias Bucais/epidemiologia , Estudos Retrospectivos
15.
J Oral Pathol Med ; 49(8): 711-719, 2020 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-32027406

RESUMO

Oral squamous cell carcinoma is one of the commonest head and neck malignancies with approximately 350 000 cases reported annually and a mortality rate of 50% often attributed to late clinical presentation. Due to the close relationship between saliva bio-fluid and tumour lesions, optimizing salivary biomarkers for disease detection and screening provides a major new research direction in diagnostic oral oncology. As inter-tumour heterogeneity and intra-tumour heterogeneity are common within oral cavity neoplasms, it is unlikely that a single diagnostic or "risk-stratifying" saliva biomarker will suffice for universal translation to clinical practice. Therefore, this article highlights a number of promising saliva biomarker combinations for oral cavity cancer detection that require further research and validation to determine their true diagnostic potential.


Assuntos
Carcinoma de Células Escamosas , Neoplasias de Cabeça e Pescoço , Neoplasias Bucais , Biomarcadores Tumorais , Carcinoma de Células Escamosas/diagnóstico , Humanos , Neoplasias Bucais/diagnóstico , Saliva
16.
J Oral Pathol Med ; 49(10): 977-985, 2020 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-32740951

RESUMO

BACKGROUND: The natural history of oral squamous cell carcinoma (OSCC) is complicated by progressive disease including loco-regional tumour recurrence and development of distant metastases. Accurate prediction of tumour behaviour is crucial in delivering individualized treatment plans and developing optimal patient follow-up and surveillance strategies. Machine learning algorithms may be employed in oncology research to improve clinical outcome prediction. METHODS: Retrospective review of 467 OSCC patients treated over a 19-year period facilitated construction of a detailed clinicopathological database. 34 prognostic features from the database were used to populate 4 machine learning algorithms, linear regression (LR), decision tree (DT), support vector machine (SVM) and k-nearest neighbours (KNN) models, to attempt progressive disease outcome prediction. Principal component analysis (PCA) and bivariate analysis were used to reduce data dimensionality and highlight correlated variables. Models were validated for accuracy, sensitivity and specificity, with predictive ability assessed by receiver operating characteristic (ROC) and area under the curve (AUC) calculation. RESULTS: Out of 408 fully characterized OSCC patients, 151 (37%) had died and 131 (32%) exhibited progressive disease at the time of data retrieval. The DT model with 34 prognostic features was most successful in identifying "true positive" progressive disease, achieving 70.59% accuracy (AUC 0.67), 41.98% sensitivity and a high specificity of 84.12%. CONCLUSION: Machine learning models assist clinicians in accessing digitized health information and appear promising in predicting progressive disease outcomes. The future will see increasing emphasis on the use of artificial intelligence to enhance understanding of aggressive tumour behaviour, recurrence and disease progression.


Assuntos
Carcinoma de Células Escamosas , Neoplasias Bucais , Inteligência Artificial , Carcinoma de Células Escamosas/diagnóstico , Carcinoma de Células Escamosas/terapia , Humanos , Aprendizado de Máquina , Neoplasias Bucais/diagnóstico , Neoplasias Bucais/terapia , Recidiva Local de Neoplasia/diagnóstico , Prognóstico , Curva ROC , Estudos Retrospectivos , Resultado do Tratamento
19.
Int J Surg ; 110(3): 1677-1686, 2024 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-38051932

RESUMO

Oral potentially malignant disorders (OPMDs) are mucosal conditions with an inherent disposition to develop oral squamous cell carcinoma. Surgical management is the most preferred strategy to prevent malignant transformation in OPMDs, and surgical approaches to treatment include conventional scalpel excision, laser surgery, cryotherapy, and photodynamic therapy. However, in reality, since all patients with OPMDs will not develop oral squamous cell carcinoma in their lifetime, there is a need to stratify patients according to their risk of malignant transformation to streamline surgical intervention for patients with the highest risks. Artificial intelligence (AI) has the potential to integrate disparate factors influencing malignant transformation for robust, precise, and personalized cancer risk stratification of OPMD patients than current methods to determine the need for surgical resection, excision, or re-excision. Therefore, this article overviews existing AI models and tools, presents a clinical implementation pathway, and discusses necessary refinements to aid the clinical application of AI-based platforms for cancer risk stratification of OPMDs in surgical practice.


Assuntos
Carcinoma de Células Escamosas , Neoplasias de Cabeça e Pescoço , Neoplasias Bucais , Lesões Pré-Cancerosas , Humanos , Neoplasias Bucais/diagnóstico , Neoplasias Bucais/etiologia , Neoplasias Bucais/cirurgia , Carcinoma de Células Escamosas/patologia , Inteligência Artificial , Carcinoma de Células Escamosas de Cabeça e Pescoço , Lesões Pré-Cancerosas/patologia , Medição de Risco
20.
Foods ; 12(6)2023 Mar 22.
Artigo em Inglês | MEDLINE | ID: mdl-36981271

RESUMO

Antimicrobial resistance is an existential threat to the health sector, with far-reaching consequences in managing microbial infections. In this study, one hundred and ninety-four Listeria monocytogenes isolates were profiled for susceptibility using disc diffusion techniques. Possible foodborne listeriosis risk associated with ready-to-eat (RTE) foods (RTEF) and the risk of empirical treatment (EMPT) of L. monocytogenes infections, using multiple antimicrobial resistance indices (MARI) and antimicrobial resistance indices (ARI), respectively, were investigated. Twelve European Committee on Antimicrobial Susceptibility Testing (EUCAST) prescribed/recommended antimicrobials (EPAS) for the treatment of listeriosis and ten non-prescribed antimicrobials (non-PAS)] were evaluated. Antimicrobial resistance > 50% against PAs including sulfamethoxazole (61.86%), trimethoprim (56.19%), amoxicillin (42.27%), penicillin (41.24%), and erythromycin (40.21%) was observed. Resistance > 50% against non-PAS, including oxytetracycline (60.89%), cefotetan (59.28%), ceftriaxone (53.09%), and streptomycin (40.21%) was also observed. About 55.67% and 65.46% of the isolates had MARI scores ranging from 0.25-0.92 and 0.30-0.70 for EPAs and non-PAs, respectively. There was a significant difference (p < 0.01) between the MARI scores of the isolates for EPAs and non-PAs (means of 0.27 ± 0.21 and 0.31 ± 0.14, respectively). MARI/ARI scores above the Krumperman permissible threshold (>0.2) suggested a high risk/level of antimicrobial-resistant L. monocytogenes. The MARI risks of the non-success of empirical treatment (EMPT) attributed to EPAs and non-PAs were generally high (55.67% and 65.463%, respectively) due to the antimicrobial resistance of the isolates. MARI-based estimated success and non-success of EMPT if EUCAST-prescribed antimicrobials were administered for the treatment of listeriosis were 44.329% and 55.67%, respectively. The EMPT if non-prescribed antimicrobials were administered for the treatment of listeriosis was 34.53% and 65.46%, respectively. This indicates a potentially high risk with PAs and non-PAs for the treatment of L. monocytogenes infection. Furthermore, ARI scores ≤ 0.2 for EPAs were observed in polony, potato chips, muffins, and assorted sandwiches, whereas ARI scores for non-PAs were >0.2 across all the RTE food types. The ARI-based estimate identified potential risks associated with some RTE foods, including fried fish, red Vienna sausage, Russian sausage, fruit salad, bread, meat pies, fried chicken, cupcakes, and vetkoek. This investigation identified a high risk of EMPT due to the presence of antimicrobial-resistant L. monocytogenes in RTE foods, which could result in severe health consequences.

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