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1.
Int J Mol Sci ; 24(20)2023 Oct 21.
Artículo en Inglés | MEDLINE | ID: mdl-37895091

RESUMEN

Locally advanced rectal cancer (LARC) presents a challenge in identifying molecular markers linked to the response to neoadjuvant chemoradiotherapy (nCRT). This study aimed to utilize a sensitive proteomic method, data-independent mass spectrometry (DIA-MS), to extensively analyze the LARC proteome, seeking individuals with favorable initial responses suitable for a watch-and-wait approach. This research addresses the unmet need to understand the response to treatment, potentially guiding personalized strategies for LARC patients. Post-treatment assessment included MRI scans and proctoscopy. This research involved 97 LARC patients treated with intense chemoradiotherapy, comprising radiation and chemotherapy. Out of 97 LARC included in this study, we selected 20 samples with the most different responses to nCRT for proteome profiling (responders vs. non-responders). This proteomic approach shows extensive proteome coverage in LARC samples. The analysis identified a significant number of proteins compared to a prior study. A total of 915 proteins exhibited differential expression between the two groups, with certain signaling pathways associated with response mechanisms, while top candidates had good predictive potential. Proteins encoded by genes SMPDL3A, PCTP, LGMN, SYNJ2, NHLRC3, GLB1, and RAB43 showed high predictive potential of unfavorable treatment outcome, while RPA2, SARNP, PCBP2, SF3B2, HNRNPF, RBBP4, MAGOHB, DUT, ERG28, and BUB3 were good predictive biomarkers of favorable treatment outcome. The identified proteins and related biological processes provide promising insights that could enhance the management and care of LARC patients.


Asunto(s)
Terapia Neoadyuvante , Neoplasias del Recto , Humanos , Terapia Neoadyuvante/métodos , Proteoma/metabolismo , Proteómica , Neoplasias del Recto/genética , Resultado del Tratamiento , Quimioradioterapia/métodos , Biomarcadores , Proteínas de Unión al ARN , Proteínas Nucleares/metabolismo
2.
J BUON ; 23(3): 706-712, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-30003740

RESUMEN

PURPOSE: To assess the motivation and barrier factors influencing participation of women in opportunistic breast cancer screening in Belgrade, Serbia, and to detect changes in these factors over time. METHODS: A cross-sectional study has been carried out at the Institute for Oncology and Radiology of Serbia in 2009 and 2016 among women aged 40 to 69 years from Belgrade who came at the Institute for opportunistic breast cancer screening. The demographic characteristics, data regarding breast exams practices, screening motivators and barriers and sources of information on breast cancer were collected by self-administered questionnaire. RESULTS: The questionnaire was completed by 478 women in 2009 and 453 in 2016, with increase in women reporting regular mammograms or at least one previous mammogram (from 30.1% to 58.6%, p=0.000). In 2009, the most frequent motivating factors were health maintenance (36%), friend's advice, TV, cancer in the family or fear of breast cancer; in 2016, advice from gynecologist (significant increase from 10.9% to 37.7%, p=0.000), health maintenance, family cancer and fear of cancer. The most frequent reasons for not going to exams regularly were absence of breast problems, crowded doctor's offices and no family breast cancer. CONCLUSIONS: These findings provide information on motivation and barrier factors that may influence women's decision to participate in opportunistic breast cancer screening. Those factors have changed over time and the role of physicians has increased significantly. Further exploration of motivating and barrier factors and the extent of their association with actual women's behavior would be helpful for the development of interventions to improve organized and opportunistic screening participation.


Asunto(s)
Neoplasias de la Mama/diagnóstico , Neoplasias de la Mama/psicología , Detección Precoz del Cáncer/psicología , Tamizaje Masivo/psicología , Adulto , Anciano , Estudios Transversales , Toma de Decisiones/fisiología , Femenino , Conocimientos, Actitudes y Práctica en Salud , Humanos , Mamografía/psicología , Persona de Mediana Edad , Serbia , Encuestas y Cuestionarios
3.
Strahlenther Onkol ; 193(5): 367-374, 2017 May.
Artículo en Inglés | MEDLINE | ID: mdl-28044202

RESUMEN

BACKGROUND: Patients with early-stage breast cancer can benefit from adjuvant accelerated partial breast irradiation (APBI) following breast-conserving surgery (BCS). This work reports on cosmetic results following APBI using multicatheter high-dose-rate interstitial brachytherapy (HDR-IBT). PATIENTS AND METHODS: Between 2006 and 2014, 114 patients received adjuvant APBI using multicatheter HDR-IBT. For each patient, two photographs were analyzed: the first was taken after surgery (baseline image) and the second at the last follow-up visit. Cosmesis was assessed by a multigender multidisciplinary team using the Harvard Breast Cosmesis Scale. Dose-volume histogram (DVH) parameters and the observed cosmetic results were investigated for potential correlations. RESULTS: The median follow-up period was 3.5 years (range 0.6-8.5 years). The final cosmetic scores were 30% excellent, 52% good, 14.5% fair, and 3.5% poor. Comparing the baseline and follow-up photographs, 59.6% of patients had the same score, 36% had a better final score, and 4.4% had a worse final score. Only lower target dose nonuniformity ratio (DNR) values (0.3 vs. 0.26; p = 0.009) were significantly associated with improved cosmetic outcome vs. same/worse cosmesis. CONCLUSION: APBI using multicatheter HDR-IBT adjuvant to BCS results in favorable final cosmesis. Deterioration in breast cosmesis occurs in less than 5% of patients. The final breast cosmetic outcome in patients treated with BCS and APBI using multicatheter HDR-IBT is influenced primarily by the cosmetic result of the surgery. A lower DNR value is significantly associated with a better cosmetic outcome.


Asunto(s)
Braquiterapia/métodos , Neoplasias de la Mama/patología , Neoplasias de la Mama/terapia , Técnicas Cosméticas , Mastectomía Segmentaria/métodos , Tratamientos Conservadores del Órgano/métodos , Adulto , Anciano , Anciano de 80 o más Años , Terapia Combinada/métodos , Fraccionamiento de la Dosis de Radiación , Femenino , Humanos , Masculino , Persona de Mediana Edad , Variaciones Dependientes del Observador , Resultado del Tratamiento
4.
J BUON ; 22(5): 1259-1265, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-29135111

RESUMEN

PURPOSE: To analyse the overall survival (OS) of patients with locally advanced, unresectable esophageal cancer treated with chemoradiation (CRT) with or without surgery. METHODS: CRT was administered to 63 patients with locally advanced (T3-4, N0-1), initially unresectable squamous cell esophageal cancer. After the assessment of tumor response to treatment, medically fit patients converted to operable stage were subjected to surgery. Regular follow-up was performed every 3 months during first 2 years, and then every 6 months. RESULTS: All 63 patients completed the whole radiotherapy course. Forty patients (63%) received complete 4 cycles of chemotherapy. In the remaining 23 patients (37%) chemotherapy was interrupted due to toxicity. Clinical response to CRT was: complete response (CR) in 4 patients (6%), partial response (PR in 27 (43%), stable disease (SD) in 22 (35%) patients, and 10 patients (16%) had disease progression (PD). After reevaluation, 23 patients (15 PR and 8 SD after CRT) underwent surgery (37%), all with R0 resection. OS in the whole group was 53% at one year, and 36% at two years. OS was significantly better in the operated group of patients than in the non-operated group. No statistically significant difference in OS was observed comparing operated to CR patients with no surgery (70 vs 50%). In the non-operated group of patients there was no difference in OS between CR, PR, and SD patients. CONCLUSIONS: With appropriate selection, patients with advanced squamous cell esophageal cancer should be considered for potentially effective treatment.


Asunto(s)
Quimioradioterapia/métodos , Carcinoma de Células Escamosas de Esófago/tratamiento farmacológico , Carcinoma de Células Escamosas de Esófago/radioterapia , Anciano , Carcinoma de Células Escamosas de Esófago/mortalidad , Carcinoma de Células Escamosas de Esófago/patología , Femenino , Humanos , Masculino , Persona de Mediana Edad , Tasa de Supervivencia
5.
J BUON ; 22(6): 1509-1516, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-29332346

RESUMEN

PURPOSE: To investigate the influence of the vaginal packing volume on the registered dose parameters evaluated by radiography (2D) and computed tomography (CT) (3D) based brachytherapy planning in cervical cancer patients treated with postoperative radiotherapy. METHODS: The postoperative radiotherapy was performed in 40 cervical cancer patients with increased risk for disease relapse. Both, radiography and CT based brachytherapy planning were done in all patients. Vaginal packing volume was evaluated by clinical target volume (CTV)uk, assessed on CT scans and analyzed according to the registered dose parameters: doses delivered to the organs at risk (OAR) and the defined CTV, using both planning methods. RESULTS: CTVuk volume had statistically significant influence on CTV coverage with the prescribed brachytherapy doses D90 (p<0.01) and D100 (p<0.01), revealing a CTVuk cut-off value of 25.6 cm3. Dividing the patients into two groups according to the cutoff value, we found a statistical significance in the registered doses to the rectal wall and no significance in the bladder wall doses between the groups. Also, a statistically significant, negative correlation was found between CTVuk and following doses: Rmax (rho= -0.34, p<0.05), D0.1cc (rho= -0.76, p<0.01), D1cc (rho= -0.74, p<0.01) and D2cc (rho= -0.72, p<0.01), D90 (rho= -0.80, p<0.01), D100 (rho= -0.7, p<0.01). CONCLUSION: If the brachytherapy vaginal packing is of a large volume (more than 25.6 cm3), an asymmetric deformation of the proximal part of the vaginal cavity might appear, leading to inappropriate dose coverage of the CTV part of the vaginal mucosa. Also, making a vaginal packing volume larger than 25.6 cm3 made no further reduction in the bladder dose, but it made a statistically significant further reduction in the rectal doses.


Asunto(s)
Braquiterapia/métodos , Tomografía Computarizada por Rayos X/métodos , Neoplasias del Cuello Uterino/diagnóstico por imagen , Neoplasias del Cuello Uterino/radioterapia , Adulto , Braquiterapia/efectos adversos , Relación Dosis-Respuesta en la Radiación , Femenino , Humanos , Persona de Mediana Edad , Estadificación de Neoplasias , Órganos en Riesgo , Radiografía , Dosificación Radioterapéutica , Planificación de la Radioterapia Asistida por Computador , Vejiga Urinaria/patología , Vejiga Urinaria/efectos de la radiación , Neoplasias del Cuello Uterino/patología , Vagina/efectos de la radiación
6.
J BUON ; 22(6): 1463-1470, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-29332339

RESUMEN

PURPOSE: Preoperative chemoradiotherapy (CRT) is the standard treatment option in locally advanced rectal cancer. The tumor response is assessed through tumor and nodal downstaging and the tumor regression grade. Currently, there is no method to predict a tumor response to CRT. We aimed to evaluate whether p21 and p53 expressions could be a reliable predictors of pathological response to CRT. METHODS: Fifty patients with locally advanced rectal cancer were treated with preoperative radiotherapy combined with mitomycin C and capecitabine. p21 and p53 immumohistochemical staining was performed on pretreatment biopsies and the results were compared with tumor regression according to grading systems by Dworak (TRG grades) and by Wheeler (RCRG grades). RESULTS: Testing RCRG grades in relation to p21 expression showed statistically significant difference (p=0.021). RCRG 3 (poor response) was more frequent in the group of patients with low p21. According to Dworak, grade 4 (complete regression) was more frequent in the group of patients with positive p21 expression (p=0.032). Significant difference in p21 expression in grade 4 group compared with all other grade groups was also found (p=0.007). Patients with immune expression of p21 had significantly higher percentage of complete regression in comparison to the patients with low expression of p21. We haven't found any correlation between p53 expression and histopathological (HP) as well as regression grades. CONCLUSION: According to both grading systems, our results suggest that p53 expression does not, but p21 expression does predict pathological response to preoperative CRT.


Asunto(s)
Quimioradioterapia/métodos , Cuidados Preoperatorios/métodos , Neoplasias del Recto/genética , Neoplasias del Recto/cirugía , Proteína p53 Supresora de Tumor/metabolismo , Proteínas de Unión al GTP rho/metabolismo , Femenino , Humanos , Masculino
7.
Lancet Oncol ; 15(2): 184-90, 2014 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-24440473

RESUMEN

BACKGROUND: EORTC trial 22921 examined the addition of preoperative or postoperative chemotherapy to preoperative radiotherapy in patients with rectal cancer. After a median follow-up of 5 years, chemotherapy-irrespective of timing-significantly improved local control. Adjuvant chemotherapy did not improve survival, but the Kaplan-Meier curves diverged, suggesting possible delayed benefit. Here, we report the updated long-term results. METHODS: We randomly assigned patients with clinical stage T3 or T4 resectable rectal cancer to receive preoperative radiotherapy with or without concomitant chemotherapy before surgery followed by either adjuvant chemotherapy or surveillance. Randomisation was done using minimisation with factors of institution, sex, T stage, and distance from the tumour to the anal verge. Study coordinators, clinicians, and patients were aware of assignment. Radiotherapy consisted of 45 Gy to the posterior pelvis in 25 fractions of 1·8 Gy over 5 weeks. Each course of chemotherapy consisted of fluorouracil (350 mg/m(2) per day intravenous bolus) and folinic acid (leucovorin; 20 mg/m(2) per day intravenous bolus). For preoperative chemotherapy, two courses were given (during weeks 1 and 5 of radiotherapy). Adjuvant chemotherapy was given in four cycles, every 3 weeks. The primary endpoint was overall survival. This analysis was done by intention to treat. The trial is registered with ClinicalTrials.gov, number NCT00002523. FINDINGS: 1011 patients were randomly assigned to treatment between April, 1993, and March, 2003 (252 to preoperative radiotherapy and 253 to each of the other three groups). After a median follow-up of 10·4 years (IQR 7·8-13·1), 10-year overall survival was 49·4% (95% CI 44·6-54·1) for the preoperative radiotherapy group and 50·7% (45·9-55·2) for the preoperative radiotherapy and chemotherapy group (HR 0·99, 95% CI 0·83-1·18; p=0·91). 10-year overall survival was 51·8% (95% CI 47·0-56·4) for the adjuvant chemotherapy group and 48·4% (43·6-53·0) for the surveillance group (HR 0·91, 95% CI 0·77-1·09, p=0·32). 10-year disease-free survival was 44·2% (95% CI 39·5-48·8) for the preoperative radiotherapy group and 46·4% (41·7-50·9) for the preoperative radiotherapy and chemotherapy group (HR 0·93, 95% CI 0·79-1·10; p=0·38). 10-year disease-free survival was 47·0% (95% CI 42·2-51·6) for the adjuvant chemotherapy group and 43·7% (39·1-48·2) for the surveillance group (HR 0·91, 95% CI 0·77-1·08, p=0·29). At 10 years, cumulative incidence of local relapse was 22·4% (95% CI 17·1-27·6) with radiotherapy alone, 11·8% (7·8-15·8) with neoadjuvant radiotherapy and chemotherapy, 14·5% (10·1-18·9) with radiotherapy and adjuvant chemotherapy and 11·7% (7·7-15·6) with both adjuvant and neoadjuvant chemotherapy (p=0·0017). There was no difference in cumulative incidence of distant metastases (p=0·52). The frequency of long-term side-effects did not differ between the four groups (p=0·22). INTERPRETATION: Adjuvant fluorouracil-based chemotherapy after preoperative radiotherapy (with or without chemotherapy) does not affect disease-free survival or overall survival. Our trial does not support the current practice of adjuvant chemotherapy after preoperative radiotherapy with or without chemotherapy. New treatment strategies incorporating neoadjuvant chemotherapy are required. FUNDING: EORTC, US National Cancer Institute, Programme Hospitalier de Recherche Clinique, Ligue contre le Cancer Comité du Doubs.


Asunto(s)
Adenocarcinoma/terapia , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Quimioradioterapia Adyuvante , Procedimientos Quirúrgicos del Sistema Digestivo , Terapia Neoadyuvante , Neoplasias del Recto/terapia , Adenocarcinoma/mortalidad , Adenocarcinoma/patología , Adulto , Anciano , Protocolos de Quimioterapia Combinada Antineoplásica/efectos adversos , Quimioradioterapia Adyuvante/efectos adversos , Quimioradioterapia Adyuvante/mortalidad , Quimioterapia Adyuvante , Procedimientos Quirúrgicos del Sistema Digestivo/efectos adversos , Procedimientos Quirúrgicos del Sistema Digestivo/mortalidad , Progresión de la Enfermedad , Supervivencia sin Enfermedad , Europa (Continente) , Femenino , Fluorouracilo/administración & dosificación , Humanos , Análisis de Intención de Tratar , Israel , Estimación de Kaplan-Meier , Leucovorina/administración & dosificación , Masculino , Persona de Mediana Edad , Terapia Neoadyuvante/efectos adversos , Terapia Neoadyuvante/mortalidad , Estadificación de Neoplasias , Modelos de Riesgos Proporcionales , Neoplasias del Recto/mortalidad , Neoplasias del Recto/patología , Factores de Riesgo , Tasa de Supervivencia , Factores de Tiempo , Resultado del Tratamiento , Adulto Joven
8.
J Clin Med ; 13(2)2024 Jan 12.
Artículo en Inglés | MEDLINE | ID: mdl-38256556

RESUMEN

(1) Background: This study aimed to develop a machine learning model based on radiomics of pretreatment magnetic resonance imaging (MRI) 3D T2W contrast sequence scans combined with clinical parameters (CP) to predict neoadjuvant chemoradiotherapy (nCRT) response in patients with locally advanced rectal carcinoma (LARC). The study also assessed the impact of radiomics dimensionality on predictive performance. (2) Methods: Seventy-five patients were prospectively enrolled with clinicopathologically confirmed LARC and nCRT before surgery. Tumor properties were assessed by calculating 2141 radiomics features. Least absolute shrinkage selection operator (LASSO) and multivariate regression were used for feature selection. (3) Results: Two predictive models were constructed, one starting from 72 CP and 107 radiomics features, and the other from 72 CP and 1862 radiomics features. The models revealed moderately advantageous impact of increased dimensionality, with their predictive respective AUCs of 0.86 and 0.90 in the entire cohort and 0.84 within validation folds. Both models outperformed the CP-only model (AUC = 0.80) which served as the benchmark for predictive performance without radiomics. (4) Conclusions: Predictive models developed in this study combining pretreatment MRI radiomics and clinicopathological features may potentially provide a routine clinical predictor of chemoradiotherapy responders, enabling clinicians to personalize treatment strategies for rectal carcinoma.

9.
Biomedicines ; 12(10)2024 Oct 08.
Artículo en Inglés | MEDLINE | ID: mdl-39457591

RESUMEN

BACKGROUND: It is projected that, by 2040, the number of new cases of colorectal cancer (CRC) will increase to 3.2 million, and the number of deaths to 1.6 million, highlighting the need for prevention strategies, early detection and adequate follow-up. In this study, we aimed to provide an overview of the progress in personalized medicine of CRC in Serbia, with results and insights from the Institute for Oncology and Radiology of Serbia (IORS), and to propose guidance for tackling observed challenges in the future. METHODS: Epidemiological data were derived from official global and national cancer registries and IORS electronic medical records. Germline genetic testing for Lynch syndrome was performed by Next Generation Sequencing. RAS and BRAF mutation analyses were performed using qPCR diagnostic kits. RESULTS: Epidemiology and risk factors, prevention and early detection programs, as well as treatment options and scientific advances have been described in detail. Out of 103 patients who underwent germline testing for Lynch syndrome, 19 (18.4%) showed a mutation in MMR genes with pathogenic or likely pathogenic significance and 8 (7.8%) in other CRC-associated genes (APC, CHEK2, MUTYH). Of 6369 tested patients, 50.43% had a mutation in KRAS or NRAS genes, while 9.54% had the V600 mutation in the BRAF gene. CONCLUSIONS: Although significant improvements in CRC management have occurred globally in recent years, a strategic approach leading to population-based systemic solutions is required. The high incidence of young-onset CRC and the growing elderly population due to a rise in life expectancy will be especially important factors for countries with limited healthcare resources like Serbia.

10.
Front Genet ; 14: 1299599, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-38288161

RESUMEN

Background: Methylenetetrahydrofolate reductase (MTHFR) single nucleotide polymorphisms (SNPs) have been suggested as risk, prognostic, and predictive factors for colorectal cancer in various populations, but have not been validated so far. The aim of this study was to examine the association of MTHFR C677T (rs1801133) and A1298C (rs1801131) single nucleotide polymorphisms with the risk of rectal cancer as well as the response to neoadjuvant chemoradiotherapy (nCRT) based on 5-Fluorouracil (5-FU)/leucovorin (LV) in the locally advanced setting. Patients and methods: This case-control study included 119 healthy controls and 97 patients with locally advanced rectal cancer (LARC). For MTHFR genotyping, restriction fragment length polymorphism analysis (PCR-RFLP) was employed. Results: In silico analysis highlighted that SNPs C677T and A1298T correlate with MTHFR gene expression, and that gene expression profile correlates with cancer risk and stage. Using dominant and recessive models, it was found that the MTHFR 677CC vs. 677CT+677TT have increased risk of cancer development (odds ratio (OR): 2.27; 95% confidence interval (CI): 1.30-3.95, p = 0.002) as well as 677CC+677CT compared to 677TT (OR: 4.18, 95% CI: 1.16-14.99, p = 0.014). MTHFR 1298AA also shown increased risk for cancer development compared to 1298AC+1298CC (OR:2.0, 95% CI: 1.20-3.59, p = 0.035) Statistical analysis of combined genotypes highlighted the protective role of CT/AC combined genotype (OR: 3.15 95% CI: 1.576-6.279, p = 0.002) while the CC/AA genotype showed an increased risk for rectal cancer development (OR: 2.499, 95% CI: 1.246-5.081, p = 0.016) The carriers of the 677C/1298A haplotype had the highest risk for developing rectal cancer (OR: 1.74; 95% CI: 1.198-2.530, p = 0.002) while the 677T/1298C haplotype seems to provide a protective effect. (OR: 0.44; 95%CI 0.248-0.795, p = 0.003). No significant association with response to chemoradiotherapy was found. Conclusion: Our data point to MTHFR 667C allele and 1298A alleles as low-penetrance risk factors for rectal cancer in our population. To the best of our knowledge, this is the first study of this type performed on the Slavic population in the Western Balkan, as various population-based factors might also be significant our findings can be used for future meta-analyses and the construction of genetic cancer risk prediction panels.

11.
Front Genet ; 14: 1245594, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-37719698

RESUMEN

Introduction: The standard treatment for locally advanced rectal cancer (LARC) is neoadjuvant chemoradiotherapy (nCRT). To select patients who would benefit the most from nCRT, there is a need for predictive biomarkers. The aim of this study was to evaluate the role of clinical, pathological, radiological, inflammation-related genetic, and hematological parameters in the prediction of post-nCRT response. Materials and methods: In silico analysis of published transcriptomics datasets was conducted to identify candidate genes, whose expression will be measured using quantitative Real Time PCR (qRT-PCR) in pretreatment formaline-fixed paraffin-embedded (FFPE) samples. In this study, 75 patients with LARC were prospectively included between June 2020-January 2022. Patients were assessed for tumor response in week 8 post-nCRT with pelvic MRI scan and rigid proctoscopy. For patients with a clinical complete response (cCR) and initially distant located tumor no immediate surgery was suggested ("watch and wait" approach). The response after surgery was assessed using histopathological tumor regression grading (TRG) categories from postoperative specimens by Mandard. Responders (R) were defined as patients with cCR without operative treatment, and those with TRG 1 and TRG 2 postoperative categories. Non-responders (NR) were patients classified as TRG 3-5. Results: Responders group comprised 35 patients (46.6%) and NR group 53.4% of patients. Analysis of published transcriptomics data identified genes that could predict response to treatment and their significance was assessed in our cohort by qRT-PCR. When comparison was made in the subgroup of patients who were operated (TRG1 vs. TRG4), the expression of IDO1 was significantly deregulated (p < 0.05). Among hematological parameters between R and NR a significant difference in the response was detected for neutrophil-to-monocyte ratio (NMR), initial basophil, eosinophil and monocyte counts (p < 0.01). According to MRI findings, non-responders more often presented with extramural vascular invasion (p < 0.05). Conclusion: Based on logistic regression model, factors associated with favorable response to nCRT were tumor morphology and hematological parameters which can be easily and routinely derived from initial laboratory results (NMR, eosinophil, basophil and monocyte counts) in a minimally invasive manner. Using various metrics, an aggregated score of the initial eosinophil, basophil, and monocyte counts demonstrated the best predictive performance.

12.
Biomed Res Int ; 2022: 7943609, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35178455

RESUMEN

After primary treatment of localized prostate carcinoma (PC), up to a third of patients have disease recurrence. Different predictive models have already been used either for initial stratification of PC patients or to predict disease recurrence. Recently, artificial intelligence has been introduced in the diagnosis and management of PC with a potential to revolutionize this field. The aim of this study was to analyze machine learning (ML) classifiers in order to predict disease progression in the moment of prostate-specific antigen (PSA) elevation during follow-up. The study cohort consisted of 109 PC patients treated with external beam radiotherapy alone or in combination with androgen deprivation therapy. We developed and evaluated the performance of two ML algorithms based on artificial neural networks (ANN) and naïve Bayes (NB). Of all patients, 72.5% was randomly selected for a training set while the remaining patients were used for testing of the models. The presence/absence of disease progression was defined as the output variable. The input variables for models were conducted from the univariate analysis preformed among two groups of patients in the training set. They included two pretreatment variables (UICC stage and Gleason's score risk group) and five posttreatment variables (nadir PSA, time to nadir PSA, PSA doubling time, PSA velocity, and PSA in the moment of disease reevaluation). The area under the receiver operating characteristic curve, sensitivity, specificity, positive predictive value, negative predictive value, and predictive accuracy was calculated to test the models' performance. The results showed that specificity was similar for both models, while NB achieved better sensitivity then ANN (100.0% versus 94.4%). The ANN showed an accuracy of 93.3%, and the matching for NB model was 96.7%. In this study, ML classifiers have shown potential for application in routine clinical practice during follow-up when disease progression was suspected.


Asunto(s)
Carcinoma , Neoplasias de la Próstata , Antagonistas de Andrógenos/uso terapéutico , Inteligencia Artificial , Teorema de Bayes , Carcinoma/tratamiento farmacológico , Progresión de la Enfermedad , Humanos , Aprendizaje Automático , Masculino , Recurrencia Local de Neoplasia/tratamiento farmacológico , Próstata/patología , Antígeno Prostático Específico , Neoplasias de la Próstata/patología
13.
Radiol Oncol ; 55(4): 449-458, 2021 10 08.
Artículo en Inglés | MEDLINE | ID: mdl-34626531

RESUMEN

BACKGROUND: Historically, the treatment of choice for anal cancer had been abdominoperineal resection (APR). Radical radiotherapy with concurrent 5-fluorouracil plus mitomycin C chemotherapy was later established as standard therapy, although with a failure rate of 20-30%. The aim of this study was to evaluate the outcomes after radical chemoradiotherapy (CRT), prognostic and predictive factors and patterns of failure. PATIENTS AND METHODS: This study included 47 patients treated with radical CRT for patohistologicaly confirmed anal squamous cell carcinoma. Analysed haematological parameters included: neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), and haemoglobin level. The final logistic regression model included treatment break period. Tumour response was assessed at 24 weeks from CRT completion. Follow-up was performed every 3 months during the first two years, and every 6 months thereafter. RESULTS: A complete clinical response (CR) was detected in 30 patients (63.8%). Patients who did not achieve a 6-months CR and those who had a CR after 6 months but then relapsed were referred to surgical treatment. With combined CRT and surgical salvage treatment the CR rate was 80.9%. Patients with CR after 6 months had significantly longer disease-free survival (DFS), progression-free survival (PFS), and overall survival (OS). A significant effect on the 6-month response was confirmed for PLR (p = 0.03). CONCLUSIONS: Important prognostic factors associated with CR were baseline haemoglobin level and period of treatment interruptions. Potential haematological prognostic factors could be PLR and NLR, which can be routinely determined by low-cost and minimally invasive methods.


Asunto(s)
Neoplasias del Ano , Carcinoma de Células Escamosas , Quimioradioterapia , Neoplasias del Ano/sangre , Neoplasias del Ano/terapia , Carcinoma de Células Escamosas/sangre , Carcinoma de Células Escamosas/terapia , Hemoglobinas/metabolismo , Humanos , Resultado del Tratamiento
14.
J BUON ; 26(2): 475-482, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34076995

RESUMEN

PURPOSE: Considering that cyclin D1 had a prognostic and clinical value for breast cancer patients, adequate measurement of cyclin D1 is necessary. METHODS: In this investigation, we detect cyclin D1 expression in tumour and peritumoral tissue of breast cancer patients by Western blotting method and by immunohistochemistry. RESULTS: Cyclin D1 expression decreased significantly with each advanced clinical stage of disease and tumour size. Also, patients without lymph node involvement, with positive hormone receptors and Luminal A type of tumours had significantly increased the expression of cyclin D1. We show that cyclin D1 expression correlates with longer RFS in the entire group of patients, in the group of ER-positive and in the group of HER2-negative patients. Patients who were both ER and cyclin D1 positive had a better prognosis. CONCLUSION: Taken together, our results, showing correlation of cyclin D1 with clinical stage, tumour size and lymph nodes, suggest that cyclin D1 expression, detected by Western blotting, could be considered as an additional marker for the staging of breast cancer, as well as a marker for longer RFS and survival in ER-positive breast cancer patients.


Asunto(s)
Neoplasias de la Mama/metabolismo , Ciclina D1/metabolismo , Adulto , Anciano , Western Blotting/métodos , Femenino , Humanos , Inmunohistoquímica/métodos , Persona de Mediana Edad
15.
J BUON ; 25(1): 108-115, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32277621

RESUMEN

PURPOSE: To analyze the dose distribution achieved during 2D radiography-based brachytherapy (BRT) planning, by using a 3D MRI-based BRT replanning evaluation, in patients with advanced cervical carcinoma, treated with definitive concomitant chemoradiation (CCRT). METHODS: The curative CCRT was applied to 30 patients with advanced cervical carcinoma. For each patient, 2D radiography-based planning and a 3D MRI-based BRT replanning were performed. Applying the same source positions and dwell times in both planning methods, it was possible to use the MRI replanning to evaluate the dose distribution, maximum organs at risk (OAR) doses and target volume coverage, that was obtained during 2D BRT planning. RESULTS: A statistically significant difference for bladder and rectum maximum doses, between 2D planning (Bmax, Rmax) and 3D replanning (D0.1ccm, D1ccm, D2ccm) was found, except between Bmax and bladder D2ccm dose (p=0.07), and Rmax and rectal D2ccm dose in the group of patients with symmetrical rectum position regarding the applicator system (p=0.47). MRI evaluation of the HR-CTV volume, according to the 2D planning achieved dose distribution, revealed total EQD2 HR-CTV doses: D90 (107.15±22.06 Gy) and D100 (80.66±14.58 Gy). CONCLUSION: 2D radiography-based BRT planning can provide a good estimation for the bladder and rectum 3D D2ccm dose with a significant statistical difference for the doses in the smaller OAR volumes (D0.1ccm, D1ccm). Inability to visualize tumor tissue during 2D BRT planning provides no option in tailoring the dose distribution to the tumor volume and patient anatomy, leading to potential under/over-treatment in some patients.


Asunto(s)
Imagenología Tridimensional/métodos , Imagen por Resonancia Magnética/métodos , Neoplasias del Cuello Uterino/diagnóstico por imagen , Neoplasias del Cuello Uterino/radioterapia , Braquiterapia/métodos , Femenino , Humanos , Persona de Mediana Edad , Dosificación Radioterapéutica , Neoplasias del Cuello Uterino/patología
16.
Abdom Radiol (NY) ; 44(5): 1722-1733, 2019 05.
Artículo en Inglés | MEDLINE | ID: mdl-30758534

RESUMEN

PURPOSE: To evaluate the accuracy of the multidetector computed tomography (MDCT) in the response evaluation of the esophageal squamous cell carcinoma (ESCC) to neoadjuvant chemoradiotherapy (nCRT) by analyzing the thickness and post-contrast attenuation of the esophageal wall after the nCRT. METHODS: Contrast-enhanced (CE)-MDCT examinations in portal venous phase of one hundred patients with locally advanced ESCC who received nCRT and underwent esophageal resection and histopathology assessment of tumor regression grade (TRG) were retrospectively analyzed by measuring the maximal thickness and mean density of the esophageal wall in the segment involved by tumor and visually searching for hyperdense foci within it. Diagnostic performance was evaluated using the ROC analysis. RESULTS: Average attenuation of the esophageal wall had stronger diagnostic performance for predicting pathologic complete regression (pCR) (AUC = 0.994; p < 0.001) in relation to maximal esophageal wall thickness (AUC = 0.731; p < 0.001). Maximal esophageal wall thickness ≤ 9 mm and average attenuation of the esophageal wall ≤ 64 HU predicted pCR with the sensitivity, specificity, and overall accuracy of 62.5%, 77.9%, and 73%, and 96.9%, 98.5%, and 98%, respectively. Combination of both cutoff values enabled correct assessment of pCR with the 100% accuracy. Visual detection of the hyperdense focus within the esophageal wall predicted pCR with the sensitivity, specificity, and overall accuracy values of 100%, 94.1%, and 96%, respectively. CONCLUSION: Visual analysis and measurement of post-contrast attenuation of the esophageal wall after the nCRT can improve diagnostic accuracy of MDCT in the response evaluation of the ESCC to nCRT in comparison with measuring the esophageal wall thickness.


Asunto(s)
Carcinoma de Células Escamosas/diagnóstico por imagen , Neoplasias Esofágicas/diagnóstico por imagen , Tomografía Computarizada Multidetector , Anciano , Carcinoma de Células Escamosas/patología , Carcinoma de Células Escamosas/terapia , Quimioradioterapia , Medios de Contraste , Neoplasias Esofágicas/patología , Neoplasias Esofágicas/terapia , Esófago/diagnóstico por imagen , Esófago/patología , Femenino , Humanos , Masculino , Persona de Mediana Edad , Terapia Neoadyuvante , Estudios Retrospectivos , Sensibilidad y Especificidad
17.
Pathol Res Pract ; 215(2): 366-372, 2019 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-30598340

RESUMEN

BACKGROUND: Constitutive activation of STAT3 have been shown in several tumor types including breast cancer. We investigate STAT3 expresion as possible molecular marker for breast cancer early detection, as well as prognostic factor for determination of tumor agressiveness. METHODS: In this study we measure p(Y705)STAT3 expression in tumor and adjacent tissue of breast cancer patients by Western blot. For relapse-free survival (RFS) and overall survival (OS) we used Log-Rank test. RESULTS: We show that average expression of p (Y705) STAT3 in tumor tissue is higher compared to adjacent tissue. Moreover, we found that patients with HER2 positive receptors had significantly higher pSTAT3 expression compared to HER2 negative patients. We showed that patients with high mammographic density had significantly higher tumor expression of pSTAT3 compared to patients with low mammographic density. Also, we show that pSTAT3 expression correlates with longer RFS in the entire group of patients, as well as in the group of ER positive, in lymph node positive and in older group of breast cancer patients (with age over 50). Furthermore, in the entire group of patients, in ER positive, in lymph node positive and in older group of patient, high expression of pSTAT3 showed a better survival than low expression of pSTAT3. CONCLUSION: Considering that the expression of pSTAT3 is associated with longer RFS and survival, it can be used as prognostic tools for determination of group of breast cancer patients with low-risk.


Asunto(s)
Biomarcadores de Tumor/análisis , Neoplasias de la Mama/metabolismo , Neoplasias de la Mama/patología , Factor de Transcripción STAT3/biosíntesis , Adulto , Anciano , Anciano de 80 o más Años , Densidad de la Mama , Neoplasias de la Mama/mortalidad , Supervivencia sin Enfermedad , Femenino , Humanos , Persona de Mediana Edad , Fosforilación , Pronóstico
18.
J BUON ; 24(6): 2347-2354, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-31983105

RESUMEN

PURPOSE: The toxicity of postoperative radiotherapy for cervical cancer affects patients' quality of life. We evaluated acute toxicity in postoperative intensity-modulated radiotherapy (IMRT) and three-dimensional conformal radiotherapy (3DCRT) as well as the influence of dosimetric parameters and concomitant chemotherapy. METHODS: A total of 45 patients with early operable cervical cancer underwent postoperative IMRT with 40-45 Gy. The control group of 50 patients was treated with 3DCRT. Brachytherapy and concomitant cisplatin chemotherapy were performed in all patients according to pathologic and histologic findings. The patients were monitored for acute gastrointestinal, urological and hematological toxicity classified according to the RTOG acute radiation morbidity scoring criteria. We also analyzed the influence of dosimetric parameters on acute toxicity. RESULTS: Significant differences were found in overall acute toxicity (p=0.018), acute genitourinary toxicity (p=0.029), anemia (p=0.043) and neutropenia (p=0.027) but not in acute gastrointestinal toxicity between the IMRT and 3DCRT groups. In all patients, regarding chemotherapy administration, differences were found between the chemoradiotherapy and radiotherapy group as far as overall acute toxicity (CHRT vs RT; p=0.011) and hematological toxicity were concerned (p=0.001). Patients with ≥3 cycles of chemotherapy showed increased hematologic toxicity. In the IMRT group according to the administration of chemotherapy (chemoradiotherapy vs radiotherapy), statistically significant difference for leukopenia (p=0.009) was found and in the 3DCRT group for anemia (p=0.021) and neutropenia (p=0.029). According to chemotherapy administration (chemoradiotherapy vs radiotherapy), a statistically significant difference in leukopenia (p=0.009) was found in the IMRT group while in the 3DCRT group the differences were in anemia (p=0.021) and neutropenia (p=0.029). CONCLUSION: IMRT is associated with lower acute toxicity and better dosimetric parameters in organs at risk (OAR) compared to 3DCRT. Higher hematological toxicity occurred when concomitant chemotherapy was performed, regardless of RT technique. Further reduction of toxicity is expected with protocol and technical improvement and research of gene-related toxicity.


Asunto(s)
Anemia/etiología , Quimioradioterapia/efectos adversos , Leucopenia/etiología , Planificación de la Radioterapia Asistida por Computador/efectos adversos , Radioterapia Conformacional/efectos adversos , Radioterapia de Intensidad Modulada/efectos adversos , Neoplasias del Cuello Uterino/radioterapia , Anemia/patología , Femenino , Humanos , Leucopenia/patología , Cuidados Posoperatorios , Calidad de Vida , Dosificación Radioterapéutica , Neoplasias del Cuello Uterino/tratamiento farmacológico , Neoplasias del Cuello Uterino/patología
19.
J BUON ; 24(5): 2028-2034, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-31786871

RESUMEN

PURPOSE: Within implementation of intensity-modulated radiotherapy (IMRT) in the postoperative irradiation of cervical cancer we evaluated and compared IMRT and three-dimensional conformal radiotherapy (3DCRT) dosimetric parameters for target volumes and organs at risk (OAR). METHODS: We randomized 95 patients with cervical cancer, UICC stage I-III, in groups depending of the type of external beam postoperative radiotherapy. Forty-five patients were treated with IMRT and 50 with 3DCRT. All patients underwent brachytherapy, and according to risk factors some of the patients had concomitant cisplatin chemotherapy. The study was done in a period of three years from December 2015. Analysis of dosimetric parameters for target volume coverage and OARs was performed. RESULTS: IMRT plans showed better conformity compared to 3DCRT plans, represented with homogenity index and conformity index, with higher maximum dose (PTV105 and D2). Both plans achieved adequate planning target volume coverage described with PTV95. Statistically significant difference between groups was found for bladder, rectum and bowel high dose regions: bladder V45 (p=0.000), rectum V40 (p=0.043) and V45 (p=0.000), bowel V45 (p=0.000), and bone marrow dosimetric parameters V20-V45; all were better in IMRT plans. Significant difference was found for volume of patient body normal tissue receiving dose of 20Gy, which was higher in IMRT. CONCLUSION: IMRT is a highly conformal technique. Satisfactory target volume coverage was achieved with both techniques, with better sparing of OARs in the IMRT group. With this technique improvement, we expect better quality of life in cervical cancer patients with good prognosis.


Asunto(s)
Neoplasias del Cuello Uterino/radioterapia , Adulto , Anciano , Braquiterapia/métodos , Cisplatino/uso terapéutico , Femenino , Humanos , Persona de Mediana Edad , Órganos en Riesgo , Periodo Posoperatorio , Calidad de Vida , Radiometría/métodos , Dosificación Radioterapéutica , Planificación de la Radioterapia Asistida por Computador/métodos , Radioterapia Conformacional/métodos , Radioterapia de Intensidad Modulada/métodos , Recto/efectos de la radiación , Vejiga Urinaria/efectos de la radiación , Neoplasias del Cuello Uterino/tratamiento farmacológico , Adulto Joven
20.
Radiother Oncol ; 128(3): 400-405, 2018 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-29859755

RESUMEN

BACKGROUND: The planning of national radiotherapy (RT) services requires a thorough knowledge of the country's cancer epidemiology profile, the radiotherapy utilization (RTU) rates and a future projection of these data. Previous studies have established RTU rates in high-income countries. METHODS: Optimal RTU (oRTU) rates were determined for nine middle-income countries, following the epidemiological evidence-based method. The actual RTU (aRTU) rates were calculated dividing the total number of new notifiable cancer patients treated with radiotherapy in 2012 by the total number of cancer patients diagnosed in the same year in each country. An analysis of the characteristics of patients and treatments in a series of 300 consecutive radiotherapy patients shed light on the particular patient and treatments profile in the participating countries. RESULTS: The median oRTU rate for the group of nine countries was 52% (47-56%). The median aRTU rate for the nine countries was 28% (9-46%). These results show that the real proportion of cancer patients receiving RT is lower than the optimal RTU with a rate difference between 10-42.7%. The median percent-unmet need was 47% (18-82.3%). CONCLUSIONS: The optimal RTU rate in middle-income countries did not differ significantly from that previously found in high-income countries. The actual RTU rates were consistently lower than the optimal, in particular in countries with limited resources and a large population.


Asunto(s)
Países en Desarrollo/estadística & datos numéricos , Neoplasias/radioterapia , Femenino , Humanos , Incidencia , Renta/estadística & datos numéricos , Masculino , Área sin Atención Médica , Persona de Mediana Edad , Evaluación de Necesidades , Neoplasias/epidemiología , Radioterapia/instrumentación , Radioterapia/estadística & datos numéricos
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