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1.
Sci Rep ; 11(1): 4943, 2021 03 02.
Article in English | MEDLINE | ID: mdl-33654146

ABSTRACT

The pandemic of COVID-19 is continuously spreading, becoming a worldwide emergency. Early and fast identification of subjects with a current or past infection must be achieved to slow down the epidemiological widening. Here we report a Raman-based approach for the analysis of saliva, able to significantly discriminate the signal of patients with a current infection by COVID-19 from healthy subjects and/or subjects with a past infection. Our results demonstrated the differences in saliva biochemical composition of the three experimental groups, with modifications grouped in specific attributable spectral regions. The Raman-based classification model was able to discriminate the signal collected from COVID-19 patients with accuracy, precision, sensitivity and specificity of more than 95%. In order to translate this discrimination from the signal-level to the patient-level, we developed a Deep Learning model obtaining accuracy in the range 89-92%. These findings have implications for the creation of a potential Raman-based diagnostic tool, using saliva as minimal invasive and highly informative biofluid, demonstrating the efficacy of the classification model.


Subject(s)
COVID-19/diagnosis , Saliva/chemistry , Spectrum Analysis, Raman/methods , Aged , Aged, 80 and over , Antibodies, Viral/analysis , Comorbidity , Computational Biology , Deep Learning , Female , Humans , Male , Middle Aged , Normal Distribution , Reproducibility of Results , Sensitivity and Specificity
2.
Eur J Surg Oncol ; 42(12): 1914-1923, 2016 Dec.
Article in English | MEDLINE | ID: mdl-27424789

ABSTRACT

BACKGROUND: Cutaneous metastases represent a therapeutic challenge. An increasing body of experience suggests that electrochemotherapy (ECT) provides effective tumor control, although its evidence basis should be strengthened. METHODS: This prospective, multicenter, observational study enrolled patients with superficial metastases, who underwent ECT at 10 centers between 2008 and 2013. Outcomes included adherence to European Standard Operating Procedures of ECT (ESOPE), tumor response, local progression-free survival (LPFS), toxicity and patient-reported outcomes (PROs, EORTC QLQ-C30 plus an 8-item questionnaire). RESULTS: We enrolled 376 eligible patients. Tumor histotype distribution was as follows: melanoma, 56%; squamous cell carcinoma, 11%; Kaposi sarcoma, 11%; breast carcinoma, 8%; basal cell carcinoma, 6%; soft tissue sarcomas, 3%; others, 5%. We registered 1304 target tumors (median size 1 cm). Treatment adhered to ESOPE in 88% of patients as to the route of drug administration, and in 70% as to electrode application. The procedure was mainly performed under sedation (64.6%) and by using intravenous chemotherapy (93.4%). Tumor response rate at 60 days was 88% (complete, 50%). Small tumor size predicted complete response achievement (OR 2.24, p = 0.003), higher LPFS (HR 0.68, p = 0.004) and improved PROs (Global Health Status, p < 0.001; wound bleeding, p < 0.001; healing, p = 0.002; and aesthetics, p < 0.001). Skin toxicity (grade ≥3, 7.8%) was lower in patients with tumors <2 cm (p≤0.001). One-year LPFS was 73.7% (95%CI 68.4-78.3). CONCLUSIONS: ECT represents a valuable skin-directed therapy across a range of malignancies. The most frequently applied treatment modality is intravenous chemotherapy under sedation. Small tumor size predicts durable tumor control, fewer side-effects and better PROs.


Subject(s)
Antineoplastic Agents/therapeutic use , Carcinoma/therapy , Electrochemotherapy/methods , Melanoma/therapy , Sarcoma, Kaposi/therapy , Sarcoma/therapy , Skin Neoplasms/therapy , Adult , Aged , Aged, 80 and over , Bleomycin/therapeutic use , Breast Neoplasms/pathology , Carcinoma/secondary , Carcinoma, Basal Cell/secondary , Carcinoma, Basal Cell/therapy , Carcinoma, Squamous Cell/secondary , Carcinoma, Squamous Cell/therapy , Cisplatin/therapeutic use , Female , Humans , Injections, Intralesional , Kaplan-Meier Estimate , Male , Melanoma/secondary , Middle Aged , Proportional Hazards Models , Prospective Studies , Sarcoma/secondary , Sarcoma, Kaposi/secondary , Skin Neoplasms/pathology , Skin Neoplasms/secondary , Treatment Outcome , Young Adult
3.
G Ital Dermatol Venereol ; 148(5): 453-63, 2013 Oct.
Article in English | MEDLINE | ID: mdl-24005137

ABSTRACT

AIM: Objective of the study was to determine the most common cutaneous lesions in patients with haematologic malignancies observed at dermatologic consultation and to identify the impact parameters related to the haematologic condition, like disease type/duration, remission, chemotherapy and transplantation, have on skin manifestations. METHODS: A total of 101 consecutive patients with onco-haematological malignancies referred for dermatological consultation over a two-year period were included in this prospective single-centre observational cohort study. RESULTS: The most common finding was infection (19.8%), followed by drug adverse reactions (16.8%) and malignant neoplasia (11.9%). Elderly patients and those with a longer disease duration had a higher frequency of cutaneous neoplasia. Squamous cell carcinoma was the most frequent cutaneous neoplasia; three cases of melanoma were diagnosed and had a high Breslow thickness. Cutaneous involvement due to the haematological malignancies was observed in 5 patients. Common chronic dermatoses (psoriasis and eczema) were found in 10% of patients. Transplant had no effect on the percentage of infections or tumours. CONCLUSION: Patients with haematological malignancies have a higher incidence of adverse drug reactions with peculiar morphologic features and a lower incidence of common chronic dermatoses than patients referred for dermatological consultation by their general practitioner or other hospital services. Infectious dermatoses were less frequent than in solid organ transplanted patients. The complex variety of cutaneous lesions, the differential diagnostic pitfalls and the prognostic relevance of early skin tumour diagnosis, evidence the importance of a correct dermatological approach.


Subject(s)
Bone Marrow Transplantation , Hematologic Neoplasms/epidemiology , Hematologic Neoplasms/surgery , Skin Diseases/epidemiology , Adolescent , Adult , Aged , Aged, 80 and over , Allografts , Antineoplastic Agents/adverse effects , Antineoplastic Agents/therapeutic use , Carcinoma, Squamous Cell/epidemiology , Cohort Studies , Combined Modality Therapy , Comorbidity , Drug Eruptions/epidemiology , Female , Graft vs Host Disease/epidemiology , Hematologic Neoplasms/drug therapy , Humans , Immunocompromised Host , Male , Middle Aged , Neoplasms, Multiple Primary/epidemiology , Neoplasms, Second Primary/epidemiology , Prospective Studies , Psoriasis/epidemiology , Referral and Consultation , Skin Diseases, Infectious/epidemiology , Skin Neoplasms/epidemiology , Young Adult
4.
J Eur Acad Dermatol Venereol ; 26(7): 882-8, 2012 Jul.
Article in English | MEDLINE | ID: mdl-21819449

ABSTRACT

BACKGROUND: Development of more than one primary melanoma in a sole patient is frequent, accounting for 1.2-8.2% of melanoma patients in most recent series. OBJECTIVE AND METHODS: Clinical, histological and epidemiological characteristics of 270 multiple primary melanomas patients were reviewed. RESULTS: Two-hundred and seven patients (76.7%) had two melanomas, whereas in the remaining 63 the number of primary ranged from three to eight; on the whole, 639 multiple primary melanomas were identified. Synchronous melanomas developed more frequently in patients with three or more lesions; median age was significantly lower in the group of patients with more than three melanomas than in the others. Mean Breslow's thickness significantly decreases (P<0.001) from the first (1.77±1.76 mm) to subsequent primaries (0.85±1.25 mm for the second and 0.66±0.48 mm for the third melanoma). Percentage of 'in situ' melanomas was 5.6% as first diagnosis, but increased to 24.8% for the second melanoma; number of nodular melanomas was significantly lower for succeeding diagnosis. AJCC stage at diagnosis showed a statistical prognostic significance, whereas outcome and survival did not depend on the number of primary lesions. Multivariate analysis confirmed the prognostic role of Breslow's thickness, ulceration, gender and patient age, and the better prognosis of patients with multiple melanomas, respect to those with single primary melanoma. CONCLUSIONS: Skin examination and long-term follow-up are mandatory for patients affected by melanoma, with the intent to promptly diagnose not only a disease progression but also possible new primary melanomas.


Subject(s)
Melanoma/pathology , Skin Neoplasms/pathology , Adult , Aged , Aged, 80 and over , Biopsy , Female , Humans , Male , Middle Aged , Multivariate Analysis , Prognosis
5.
Nefrología (Madr.) ; 30(1): 46-53, ene.-feb. 2010. ilus, tab
Article in Spanish | IBECS | ID: ibc-104500

ABSTRACT

En este estudio presentamos todos los resultados derivados del procesamiento de los datos del registro de los pacientes de diálisis peritoneal que iniciaron tratamiento sustitutivo en Andalucía entre enero de 1999 y diciembre de 2008. Toda la información procede del Sistema de Información de la Coordinación Autonómica de Trasplante de Andalucía (SICATA). Se presentan datos demográficos, distribución por provincias, las causas de insuficiencia renal y motivo de elección de la diálisis peritoneal como técnica de tratamiento renal sustitutivo, la situación con respecto al trasplante, datos en relación con el catéter y técnica de diálisis peritoneal, las salidas del programa y sus causas, las peritonitis del año 2008, su evolución y resultado de los cultivos. Presentamos también en el informe datos evolutivos 1999-2008 en cuanto a inclusiones, diabetes, tratamiento con diálisis peritoneal automática e incidencia de peritonitis. Analizamos, por otra parte, la supervivencia global de los pacientes y de la técnica diálisis peritoneal, la comorbilidad al inicio del tratamiento y su impacto en la supervivencia (AU)


In this study we show the results derived from the processing of the data of the Registry of the patients on peritoneal dialysis that initiated renal replacement therapy in Andalucía between January of 1999 and December of2008. All the information comes from the base of the Registry of Renal Patients of the Andalucia´s Health Service. The results show demographic data, distribution by provinces, etiology of the end stage renal disease, reason for election of the peritoneal dialysis, inclusion or not in list of renal transplant, catheter data, with draws and their causes, and peritonitis data of 2008. We also analyze in the report, from 1999-2008: anual incidence, diabetes, automatic peritoneal dialysis and peritonitis incidence. Finally we have studied patient and technique survival and factors affecting mortality on peritoneal dialysis, the initial comorbid conditions and its impact in the patient´s survival (AU)


Subject(s)
Humans , Renal Insufficiency, Chronic/epidemiology , Peritoneal Dialysis/statistics & numerical data , Peritonitis/epidemiology , Comorbidity , Survival Rate , Diseases Registries/statistics & numerical data , Age and Sex Distribution
6.
Nefrologia ; 30(1): 46-53, 2010.
Article in Spanish | MEDLINE | ID: mdl-20098470

ABSTRACT

In this study we show the results derived from the processing of the data of the Registry of the patients on peritoneal dialysis that initiated renal replacement therapy in Andalucía between January of 1999 and December of 2008. All the information comes from the base of the Registry of Renal Patients of the Andalucia s Health Service. The results show demographic data, distribution by provinces, etiology of the end stage renal disease, reason for election of the peritoneal dialysis, inclusion or not in list of renal transplant, catheter data, withdraws and their causes, and peritonitis data of 2008. We also analyze in the report, from 1999-2008: annual incidence, diabetes, automatic peritoneal dialysis and peritonitis incidence. Finally we have studied patient and technique survival and factors affecting mortality on peritoneal dialysis, the initial comorbid conditions and its impact in the patient s survival.


Subject(s)
Peritoneal Dialysis/statistics & numerical data , Renal Insufficiency/therapy , Adolescent , Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Peritoneal Dialysis/adverse effects , Registries , Renal Insufficiency/complications , Renal Insufficiency/epidemiology , Spain , Survival Rate , Treatment Outcome , Young Adult
7.
Ann Oncol ; 21(2): 409-414, 2010 Feb.
Article in English | MEDLINE | ID: mdl-19622589

ABSTRACT

BACKGROUND: The clinical features and the prognostic relevance of vitiligo lesions in melanoma patients are still controversial. This prospective observational study was designed to characterise the clinical features of melanoma-associated vitiligo, to analyse the association with other autoimmune manifestations and to ascertain whether the development of vitiligo lesions carries a prognostic relevance on the clinical course of melanoma. MATERIALS AND METHODS: A total of 2954 consecutive patients have been included; multivariate analyses of distant metastasis-free survival (DMFS) and overall survival (OS) were carried out to ascertain the independent prognostic role of vitiligo as a time-dependent covariate. RESULTS: Vitiligo was demonstrated in 83 of 2954 melanoma patients (2.8%). A significantly higher percentage of autoimmune diseases was demonstrated in vitiligo patients (7 of 83) with respect to patients without vitiligo (80 of 2871) (P = 0.004). Multivariate analyses selected the time-dependent covariate vitiligo as the favourable independent prognostic variable associated to a longer DMFS in stage III and a higher OS in both stage III and stage IV. CONCLUSION: Melanoma-associated vitiligo should be considered as a distinct clinical entity, separate from vitiligo vulgaris, and identifies a subgroup of patients characterised by a high prevalence of immune-mediated diseases and by a favourable prognosis.


Subject(s)
Melanoma/complications , Melanoma/diagnosis , Skin Neoplasms/complications , Skin Neoplasms/diagnosis , Vitiligo/etiology , Adult , Aged , Autoimmune Diseases/epidemiology , Autoimmune Diseases/etiology , Biomarkers, Tumor/analysis , Biomarkers, Tumor/physiology , Cohort Studies , Female , Follow-Up Studies , Hospitals , Humans , Male , Melanoma/epidemiology , Melanoma/pathology , Middle Aged , Neoplasm Metastasis , Neoplasm Staging , Prognosis , Skin Neoplasms/epidemiology , Skin Neoplasms/pathology , Survival Analysis , Vitiligo/diagnosis , Vitiligo/epidemiology , Young Adult
9.
Appl Opt ; 36(27): 6875-86, 1997 Sep 20.
Article in English | MEDLINE | ID: mdl-18259559

ABSTRACT

We present the results of the aerosol measurements carried out over the Aegean Sea during the Photochemical Activity and Solar Ultraviolet Radiation campaign held in Greece during June 1996. Simultaneous observations performed with a lidar and a double-monochromator spectrophotometer allowed us to retrieve the optical depth, the Angström coefficient, and the backscatter-to-extinction ratio. The Sun photometric data can be used to improve quantitative aerosol measurements by lidar in the Planetary Boundary Layer. Systematic errors could arise otherwise, because the value of the backscatter-to-extinction ratio has to be supplied. Instead this ratio can be retrieved experimentally by use of an iterative solution of the lidar equation.

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