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1.
Morphologie ; 108(362): 100772, 2024 Mar 08.
Article in English | MEDLINE | ID: mdl-38460321

ABSTRACT

The permanent left mandibular canines have been used for sexual dimorphism when human identification is necessary. Controversy remains whether the morphology of these teeth is actually useful to distinguish males and females. This study aimed to assess the sexual dimorphism of canines by means of a pioneering artificial intelligence approach to this end. A sample of 13,046 teeth radiographically registered from 5838 males and 7208 females between the ages of 6 and 22.99 years was collected. The images were annotated using Darwin V7 software. DenseNet121 was used and tested based on binary answers regarding the sex (male or female) of the individuals for 17 age categories of one year each (i.e. 6-6.99, 7.7.99… 22.22.99). Accuracy rates, receiver operating characteristic (ROC) curves and confusion matrices were used to quantify and express the artificial intelligence's classification performance. The accuracy rates across age categories were between 57-76% (mean: 68%±5%). The area under the curve (AUC) of the ROC analysis was between 0.58 and 0.77. The best performances were observed around the age of 12 years, while the worst were around the age of 7 years. The morphological analysis of canines for sex estimation should be restricted and allowed in practice only when other sources of dimorphic anatomic features are not available.

2.
Morphologie ; 108(360): 100723, 2024 Mar.
Article in English | MEDLINE | ID: mdl-37897941

ABSTRACT

Forensic odontologists use biological patterns to estimate chronological age for the judicial system. The age of majority is a legally significant period with a limited set of reliable oral landmarks. Currently, experts rely on the questionable development of third molars to assess whether litigants can be prosecuted as legal adults. Identification of new and novel patterns may illuminate features more dependably indicative of chronological age, which have, until now, remained unseen. Unfortunately, biased perceptions and limited cognitive capacity compromise the ability of researchers to notice new patterns. The present study demonstrates how artificial intelligence can break through identification barriers and generate new estimation modalities. A convolutional neural network was trained with 4003 panoramic-radiographs to sort subjects into 'under-18' and 'over-18' age categories. The resultant architecture identified legal adults with a high predictive accuracy equally balanced between precision, specificity and recall. Moving forward, AI-based methods could improve courtroom efficiency, stand as automated assessment methods and contribute to our understanding of biological ageing.


Subject(s)
Artificial Intelligence , Adult , Humans , Cell Movement
3.
Clin Oncol (R Coll Radiol) ; 32(1): e10-e15, 2020 01.
Article in English | MEDLINE | ID: mdl-31378448

ABSTRACT

AIMS: To evaluate the clinical impact of the Canadian criteria for identifying patients and families at risk for hereditary renal cell carcinoma (RCC). MATERIALS AND METHODS: The Canadian hereditary RCC risk criteria were applied to patients from 16 centres in the Canadian Kidney Cancer information system (CKCis) prospective database. The primary end point was the proportion of patients who met at least one criterion. RESULTS: Between January 2011 and May 2017, 8388 patients were entered in the database; 291 had inadequate risk data; 2827 (35%) met at least one criterion for genetic testing (at-risk population). Most (83%) met just one criterion. The criterion of non-clear cell histology contributed the largest proportion of at-risk patients (59%), followed by age ≤ 45 years (28%). Sixty-one patients had documentation of genetic testing, with 56 being classified at-risk (2% of at-risk). Twenty patients (35%) of the patients at risk and tested for hereditary RCC were found to harbour a germline mutation. CONCLUSIONS: Application of the Canadian hereditary RCC risk criteria to a large prospective database resulted in 35% of patients being identified at risk for hereditary RCC who could qualify for genetic testing. However, the true incidence of hereditary RCC in this population is unknown as most patients did not have documented genetic testing carried out and, thus, the sensitivity and specificity of the criteria cannot be determined. The low proportion of at-risk patients who underwent genetic testing is disappointing and highlights that there may be gaps in reporting, knowledge and/or barriers in access to genetic testing.


Subject(s)
Carcinoma, Renal Cell/epidemiology , Database Management Systems/standards , Kidney Neoplasms/epidemiology , Adult , Data Management , Female , Humans , Male , Prospective Studies , Risk Factors
4.
Zhonghua Fu Chan Ke Za Zhi ; 54(6): 393-398, 2019 Jun 25.
Article in Chinese | MEDLINE | ID: mdl-31262123

ABSTRACT

Objective: To analyze the performance of colposcopy and investigate the diagnosis and treatment characteristics of high-grade squamous intraepithelial lesion (HSIL) diagnosed by cervical tissue sampling in post-menopausal women. Methods: A retrospective study was performed on 1 449 patients with HSIL diagnosed by cervical tissue sampling under colposcopy and treated by loop electrosurgical excision procedure (LEEP) or extrafascial hysterectomy as the primary therapy at the First Affiliated Hospital of Nanjing Medical University, from November 2015 to October 2017. In order to investigate the diagnosis and treatment of HSIL in post-menopausal women, a case-control study was conducted to compare the difference in performance of colposcopy and treatment modality between 213 post-menopausal patients (14.7%, 213/1 449) and 1 236 pre-menopausal patients (85.3%, 1 236/1 449). Results: (1)The proportion of cases pathologically upgraded to cervical cancer was significantly greater in post-menopausal patients (9.4%, 20/213) compared with pre-menopausal patients (3.8%, 47/1 236; P<0.05). (2) The proportion of ≥HSIL diagnosed by colposcopy showed no significant difference between post-menopausal patients (76.1%, 162/213) and pre-menopausal patients (78.2%, 967/1 236; P=0.479). The proportion of type Ⅲ transformation zone (TZ) was significantly greater in post-menopausal patients (91.1%, 194/213) compared with pre-menopausal patients (59.1%, 731/1 236; P<0.05). The rate of missed diagnosis of cervical cancer was significantly higher in type Ⅲ TZ (6.4%, 59/925) compared with type Ⅰ and(or) Ⅱ TZ (1.5%, 8/524; P<0.05). The proportion of HSIL detected by endocervical curettage alone was greater in post-menopausal patients (9.9%, 21/213) compared with pre-menopausal patients (2.6%, 32/1 236; P<0.05). (3)Initial treatment with LEEP: the positive rate of endocervical margin was significantly greater in post-menopausal patients (20.5%, 36/176) compared with pre-menopausal patients (10.5%, 130/1 236;P<0.05); in patients who were diagnosed as HSIL after LEEP, the positive rate of endocervical margin and the residual rate were both greater in post-menopausal patients compared with pre-menopausal patients [15.4% (25/162) versus 8.8% (105/1 189), P=0.008; 52.0% (13/25) versus 26.7% (28/105), P=0.014]. (4)Thirty-seven post-menopausal patients were treated by extrafascial hysterectomy as the primary therapy, 5 cases (13.5%, 5/37) were diagnosed as cervical cancer (stage Ⅰa1) after the surgery. Conclusions: (1) The lesions of HSIL in post-menopausal patients still have definite features under colposcopy as same as pre-menopausal patients. Endocervical curettage could help detect more HSIL in post-menopausal patients. Compared with pre-menopausal patients, post-menopausal HSIL patients have an increased risk of cervical cancer and are more likely missed by cervical tissue sampling. (2) LEEP has the dual effects of diagnosis and treatment, and is still the recommended treatment for post-menopausal HSIL patients. However, the increase in positive rate of endocervical margin and residual rate requires further active intervention. (3) Considering those post-menopausal HSIL patients who cannot accept conization as the initial treatment, the selection of hysterectomy type requires more thorough study.


Subject(s)
Cervix Uteri/pathology , Conization/methods , Electrosurgery/methods , Postmenopause , Squamous Intraepithelial Lesions of the Cervix/diagnosis , Squamous Intraepithelial Lesions of the Cervix/therapy , Uterine Cervical Neoplasms/diagnosis , Uterine Cervical Neoplasms/therapy , Aged , Case-Control Studies , Colposcopy , Female , Humans , Middle Aged , Pregnancy , Retrospective Studies
5.
Curr Oncol ; 26(3): e367-e371, 2019 06.
Article in English | MEDLINE | ID: mdl-31285681

ABSTRACT

Background: Diagnosis and treatment of renal cell carcinoma (rcc) might be different in Indigenous Canadians than in non-Indigenous Canadians. In this cohort study, we compared rcc presentation and treatments in Indigenous and non-Indigenous Canadians. Methods: Patients registered in the Canadian Kidney Cancer Information System treated at 16 institutions between 2011 and 2018 were included. Baseline patient, tumour, and treatment characteristics were compared between Indigenous and non-Indigenous Canadians. The primary objective was to determine if differences in rcc stage at diagnosis were evident between the groups. The secondary objective was to determine if treatments and outcomes were different between the groups. Results: During the study period, 105 of the 4529 registered patients self-identified as Indigenous. Those patients were significantly younger at the time of clinical diagnosis (57.9 ± 11.3 years vs. 62.0 ± 12.1 years, p = 0.0006) and had a family history prevalence of rcc that was double the prevalence in the non-Indigenous patients (14% vs. 7%, p = 0.004). Clinical stage at diagnosis was similar in the two groups (p = 0.61). The disease was metastatic at presentation in 11 Indigenous Canadians (10%) and in 355 non-Indigenous Canadians (8%). Comorbid conditions that could affect the management of rcc-such as obesity, renal disease, diabetes mellitus, and smoking-were more common in Indigenous Canadians (p < 0.05). Indigenous Canadians experienced a lower rate of active surveillance (p = 0.01). Treatments and median time to treatments were similar in the two groups. Conclusions: Compared with their non-Indigenous counterparts, Indigenous Canadian patients with rcc are diagnosed at an earlier age and at a similar clinical stage. Despite higher baseline comorbid conditions, clinical outcomes are not worse for Indigenous Canadians than for non-Indigenous Canadians.


Subject(s)
Carcinoma, Renal Cell/epidemiology , Indigenous Peoples/statistics & numerical data , Kidney Neoplasms/epidemiology , Aged , Canada/epidemiology , Carcinoma, Renal Cell/diagnosis , Carcinoma, Renal Cell/pathology , Carcinoma, Renal Cell/therapy , Cohort Studies , Comorbidity , Diabetes Mellitus/epidemiology , Female , Humans , Hypertension/epidemiology , Kaplan-Meier Estimate , Kidney Neoplasms/diagnosis , Kidney Neoplasms/pathology , Kidney Neoplasms/therapy , Male , Middle Aged , Neoplasm Staging , Proportional Hazards Models , Treatment Outcome
6.
Curr Oncol ; 26(2): e175-e179, 2019 04.
Article in English | MEDLINE | ID: mdl-31043824

ABSTRACT

Objectives: In the present study, we explored the real-world efficacy of the immuno-oncology checkpoint inhibitor nivolumab and the tyrosine kinase inhibitor cabozantinib in the second-line setting. Methods: Using the International Metastatic Renal Cell Carcinoma Database Consortium (imdc) dataset, a retrospective analysis of patients with metastatic renal cell carcinoma (mrcc) treated with nivolumab or cabozantinib in the second line after prior therapy targeted to the vascular endothelial growth factor receptor (vegfr) was performed. Baseline characteristics and imdc risk factors were collected. Overall survival (os) and time to treatment failure (ttf) were calculated using Kaplan-Meier curves. Overall response rates (orrs) were determined for each therapy. Multivariable Cox regression analysis was performed to determine survival differences between cabozantinib and nivolumab treatment. Results: The analysis included 225 patients treated with nivolumab and 53 treated with cabozantinib. No significant difference in median os was observed: 22.10 months [95% confidence interval (ci): 17.18 months to not reached] with nivolumab and 23.70 months (95% ci: 15.52 months to not reached) with cabozantinib (p = 0.61). The ttf was also similar at 6.90 months (95% ci: 4.60 months to 9.20 months) with nivolumab and 7.39 months (95% ci: 5.52 months to 12.85 months) with cabozantinib (p = 0.20). The adjusted hazard ratio (hr) for nivolumab compared with cabozantinib was 1.30 (95% ci: 0.73 to 2.3), p = 0.38. When adjusted by imdc criteria and age, the hr was 1.32 (95% ci: 0.74 to 2.38), p = 0.35. Conclusions: Real-world imdc data indicate comparable os and ttf for nivolumab and cabozantinib. Both agents are reasonable therapeutic options for patients progressing after initial first-line vegfr-targeted therapy.


Subject(s)
Anilides/therapeutic use , Antineoplastic Agents, Immunological/therapeutic use , Carcinoma, Renal Cell/drug therapy , Kidney Neoplasms/drug therapy , Nivolumab/therapeutic use , Protein Kinase Inhibitors/therapeutic use , Pyridines/therapeutic use , Aged , Carcinoma, Renal Cell/mortality , Databases, Factual , Female , Humans , Kaplan-Meier Estimate , Kidney Neoplasms/mortality , Male , Treatment Outcome
7.
Epidemiol Psychiatr Sci ; 29: e29, 2019 Apr 05.
Article in English | MEDLINE | ID: mdl-30947763

ABSTRACT

AIMS: The second Singapore Mental Health Study (SMHS) - a nationwide, cross-sectional, epidemiological survey - was initiated in 2016 with the intent of tracking the state of mental health of the general population in Singapore. The study employed the same methodology as the first survey initiated in 2010. The SMHS 2016 aimed to (i) establish the 12-month and lifetime prevalence and correlates of major depressive disorder (MDD), dysthymia, bipolar disorder, generalised anxiety disorder (GAD), obsessive compulsive disorder (OCD) and alcohol use disorder (AUD) (which included alcohol abuse and dependence) and (ii) compare the prevalence of these disorders with reference to data from the SMHS 2010. METHODS: Door-to-door household surveys were conducted with adult Singapore residents aged 18 years and above from 2016 to 2018 (n = 6126) which yielded a response rate of 69.0%. The subjects were randomly selected using a disproportionate stratified sampling method and assessed using World Health Organization Composite International Diagnostic Interview version 3.0 (WHO-CIDI 3.0). The diagnoses of lifetime and 12-month selected mental disorders including MDD, dysthymia, bipolar disorder, GAD, OCD, and AUD (alcohol abuse and alcohol dependence), were based on the Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition (DSM-IV) criteria. RESULTS: The lifetime prevalence of at least one mood, anxiety or alcohol use disorder was 13.9% in the adult population. MDD had the highest lifetime prevalence (6.3%) followed by alcohol abuse (4.1%). The 12-month prevalence of any DSM-IV mental disorders was 6.5%. OCD had the highest 12-month prevalence (2.9%) followed by MDD (2.3%). Lifetime and 12-month prevalence of mental disorders assessed in SMHS 2016 (13.8% and 6.4%) was significantly higher than that in SMHS 2010 (12.0% and 4.4%). A significant increase was observed in the prevalence of lifetime GAD (0.9% to 1.6%) and alcohol abuse (3.1% to 4.1%). The 12-month prevalence of GAD (0.8% vs. 0.4%) and OCD (2.9% vs. 1.1%) was significantly higher in SMHS 2016 as compared to SMHS 2010. CONCLUSIONS: The high prevalence of OCD and the increase across the two surveys needs to be tackled at a population level both in terms of creating awareness of the disorder and the need for early treatment. Youth emerge as a vulnerable group who are more likely to be associated with mental disorders and thus targeted interventions in this group with a focus on youth friendly and accessible care centres may lead to earlier detection and treatment of mental disorders.


Subject(s)
Mental Disorders/epidemiology , Adolescent , Adult , Aged , Cross-Sectional Studies , Female , Humans , Male , Mental Health , Middle Aged , Prevalence , Singapore/epidemiology , Young Adult
8.
Curr Oncol ; 25(6): e576-e584, 2018 12.
Article in English | MEDLINE | ID: mdl-30607126

ABSTRACT

Introduction: Outside of randomized controlled clinical trials, the understanding of the effectiveness and costs associated with targeted therapies for metastatic renal cell carcinoma (mrcc) is limited in Canada. The purpose of the present study was to use real-world prospective data to assess the effectiveness and cost of targeted therapies for patients with mrcc. Methods: The Canadian Kidney Cancer Information System, a pan-Canadian database, was used to identify prospectively collected data relating to patients with mrcc. First- and subsequent-line time to treatment termination (ttt) was determined from therapy initiation time (sunitinib or pazopanib) to discontinuation of therapy. Kaplan-Meier survival curves were used to estimate the unadjusted and adjusted overall survival (os) by treatment. Unit treatment cost was used to estimate the cost by line of treatment and the total cost of therapy for the management of patients with mrcc. Results: The study included 475 patients receiving sunitinib or pazopanib in the first-line setting. Patients were treated mostly with sunitinib (81%); 19% of patients were treated with pazopanib. The median ttt in the first line was 7.7 months for patients receiving sunitinib and 4.6 months for those receiving pazopanib (p < 0.001). The adjusted os was 32 months with sunitinib and 21 months with pazopanib (hazard ratio: 1.61; p < 0.01). The total median cost of first- and second-line treatments was $56,476 (interquartile range: $23,738-$130,447) for patients in the sunitinib group and $46,251 (interquartile range: $28,167-$91,394) for those in the pazopanib group. Conclusions: For the two therapies, os differed significantly, with a higher median os being observed in the sunitinib group. The cost of treatment was higher in the sunitinib group, which is to be expected with longer survival.


Subject(s)
Carcinoma, Renal Cell/drug therapy , Carcinoma, Renal Cell/pathology , Kidney Neoplasms/drug therapy , Kidney Neoplasms/pathology , Molecular Targeted Therapy , Adult , Aged , Canada/epidemiology , Carcinoma, Renal Cell/epidemiology , Carcinoma, Renal Cell/mortality , Combined Modality Therapy , Cost-Benefit Analysis , Female , Health Care Costs , Humans , Kaplan-Meier Estimate , Kidney Neoplasms/epidemiology , Kidney Neoplasms/mortality , Male , Middle Aged , Molecular Targeted Therapy/adverse effects , Molecular Targeted Therapy/economics , Molecular Targeted Therapy/methods , Neoplasm Staging , Proportional Hazards Models , Treatment Outcome
9.
Curr Oncol ; 24(6): e513-e517, 2017 Dec.
Article in English | MEDLINE | ID: mdl-29270060

ABSTRACT

BACKGROUND: The risk of suicide is higher for patients with colorectal cancer (crc) than for the general population. Given known differences in morbidity and sites of recurrence, we sought to compare the predictors of suicide for patients with colon cancer and with rectal cancer. METHODS: Using the U.S. Surveillance, Epidemiology, and End Results database, adult patients with confirmed adenocarcinoma of the colon or rectum during 1973-2009 were identified. Parametric and nonparametric tests were used to assess selected variables, and Cox proportional hazards regression models were used to determine predictors of suicide. RESULTS: The database identified 187,996 patients with rectal cancer and 443,368 with colon cancer. Compared with the rectal cancer group, the colon cancer group was older (median age: 70 years vs. 67 years; p < 0.001) and included more women (51% vs. 43%, p < 0.001). Suicide rates were similar in the colon and rectal cancer groups [611 (0.14%) vs. 337 (0.18%), p < 0.001]. On univariate analysis, rectal cancer was a predictor of suicide [hazard ratio (hr): 1.26; 95% confidence interval (ci): 1.10 to 1.43]. However, after adjusting for clinical and pathology factors, rectal cancer was not a predictor of suicide (hr: 1.05; 95% ci: 0.83 to 1.33). In the colon cancer cohort, independent predictors of suicide included older age, male sex, white race, and lack of primary resection. The aforementioned predictors, plus metastatic disease, similarly predicted suicide in the rectal cancer cohort. CONCLUSIONS: The suicide risk in crc patients is low (<0.2%), and no difference was found based on location of the primary tumour. Sex, age, race, distant spread of disease, and intact primary tumour were the main predictors of suicide among crc patients. Further studies and interventions are needed to target these high-risk groups.

10.
Kidney Cancer ; 1(1): 31-40, 2017 Jul 26.
Article in English | MEDLINE | ID: mdl-30334002

ABSTRACT

In 2017, there is no adjuvant systemic therapy proven to increase overall survival in non-metastatic renal cell carcinoma (RCC). The anti-PD-1 antibody nivolumab improves overall survival in metastatic treatment refractory RCC and is generally tolerable. Mouse solid tumor models have revealed a benefit with a short course of neoadjuvant PD-1 blockade compared to adjuvant therapy. Two ongoing phase 2 studies of perioperative nivolumab in RCC patients have shown preliminary feasibility and safety with no surgical delays or complications. The recently opened PROSPER RCC trial (A Phase 3 RandOmized Study Comparing PERioperative Nivolumab vs. Observation in Patients with Localized Renal Cell Carcinoma Undergoing Nephrectomy; EA8143) will examine if the addition of perioperative nivolumab to radical or partial nephrectomy can improve clinical outcomes in patients with high risk localized and locally advanced RCC. With the goal of increasing cure and recurrence-free survival (RFS) rates in non-metastatic RCC, we are executing a three-pronged, multidisciplinary approach of presurgical priming with nivolumab followed by resection and adjuvant PD-1 blockade. We plan to enroll 766 patients with clinical stage ≥T2 or node positive M0 RCC of any histology in this global, randomized, unblinded, phase 3 National Clinical Trials Network study. The investigational arm will receive two doses of nivolumab 240 mg IV prior to surgery followed by adjuvant nivolumab for 9 months. The control arm will undergo the current standard of care: surgical resection followed by observation. Patients are stratified by clinical T stage, node positivity, and histology. The trial is powered to detect a 14.4% absolute benefit in the primary endpoint of RFS from the ASSURE historical control of 55.8% to 70.2% at 5 years (HR = 0.70). The study is also powered to detect a significant overall survival benefit (HR 0.67). Key safety, feasibility, and quality of life endpoints are incorporated. PROSPER RCC exemplifies team science with a host of planned correlative work to investigate the impact of the baseline immune milieu and changes after neoadjuvant priming on clinical outcomes.

11.
Int Nurs Rev ; 63(3): 473-81, 2016 Sep.
Article in English | MEDLINE | ID: mdl-27100137

ABSTRACT

AIM: To explore the perspectives of preceptors about clinical assessment for undergraduate nursing students in transition to practice. BACKGROUND: The assessment of clinical competence is a complex process due to the diverse nature of nursing practice. As such, nurse preceptors play a crucial role in clinical assessment for nursing students. Although preceptors may enjoy the process of clinical teaching and assessment, they face challenges that need to be addressed to facilitate students' clinical learning and assessment. METHODS: An exploratory qualitative approach was adopted. A purposive sample of 17 preceptors from two tertiary hospitals in Singapore was recruited to participate in three focus group discussions from March to July 2014. FINDINGS: Five themes emerged from the data analysis: the need for a valid and reliable clinical assessment tool; meaningful reflection and feedback; varied methods in clinical assessment; high level of commitment and struggles with dual roles and the need to enhance the support system for preceptors. CONCLUSIONS: There is no doubt that a valid and reliable clinical assessment tool can serve as a guide for preceptors to enhance their clarity in assessment and feedback. It is essential for all stakeholders to be involved in the development of the clinical assessment tool. Workload, time, support system and formal educational programmes for preceptors influenced their preparation and self-confidence. IMPLICATIONS FOR NURSING AND/OR HEALTH POLICY: The themes that emerged from the focus group discussions could assist in the development of a more reliable and valid clinical assessment tool to evaluate the clinical competence of nursing students in transition to practice. Clinical and educational institutions could collaborate closely to develop an educational programme and a preceptorship handbook, focusing on pedagogical contents for clinical education and assessment.


Subject(s)
Preceptorship , Students, Nursing , Attitude of Health Personnel , Clinical Competence , Education, Nursing, Baccalaureate , Humans , Singapore
12.
Ann Oncol ; 27(3): 454-60, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26685010

ABSTRACT

BACKGROUND: Few prognostic models for overall survival (OS) are available for patients with metastatic castration-resistant prostate cancer (mCRPC) treated with recently approved agents. We developed a prognostic index model using readily available clinical and laboratory factors from a phase III trial of abiraterone acetate (hereafter abiraterone) in combination with prednisone in post-docetaxel mCRPC. PATIENTS AND METHODS: Baseline data were available from 762 patients treated with abiraterone-prednisone. Factors were assessed for association with OS through a univariate Cox model and used in a multivariate Cox model with a stepwise procedure to identify those of significance. Data were validated using an independent, external, population-based cohort. RESULTS: Six risk factors individually associated with poor prognosis were included in the final model: lactate dehydrogenase > upper limit of normal (ULN) [hazard ratio (HR) = 2.31], Eastern Cooperative Oncology Group performance status of 2 (HR = 2.19), presence of liver metastases (HR = 2.00), albumin ≤4 g/dl (HR = 1.54), alkaline phosphatase > ULN (HR = 1.38) and time from start of initial androgen-deprivation therapy to start of treatment ≤36 months (HR = 1.30). Patients were categorized into good (n = 369, 46%), intermediate (n = 321, 40%) and poor (n = 107, 13%) prognosis groups based on the number of risk factors and relative HRs. The C-index was 0.70 ± 0.014. The model was validated by the external dataset (n = 286). CONCLUSION: This analysis identified six factors used to model survival in mCRPC and categorized patients into three distinct risk groups. Prognostic stratification with this model could assist clinical practice decisions for follow-up and monitoring, and may aid in clinical trial design. TRIAL REGISTRATION NUMBERS: NCT00638690.


Subject(s)
Abiraterone Acetate/therapeutic use , Antineoplastic Agents/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Prednisone/therapeutic use , Prostatic Neoplasms, Castration-Resistant/drug therapy , Abiraterone Acetate/adverse effects , Antineoplastic Agents/adverse effects , Disease-Free Survival , Double-Blind Method , Humans , Male , Prednisone/adverse effects , Proportional Hazards Models
13.
Ann Oncol ; 26(10): 2102-6, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26232491

ABSTRACT

BACKGROUND: Studies of clinical outcomes of elderly patients treated with neoadjuvant chemoradiation (nCRT) for locally advanced rectal cancer (LARC) are limited. Our aim was to assess the impact of age on clinical outcomes in a large multi-institutional database. PATIENTS AND METHODS: Data for patients diagnosed with LARC who received nCRT and curative-intent surgery between 2005 and 2012 were collected from five major Canadian cancer centers. Age was analyzed as a continuous and dichotomous variable (< 70 versus ≥ 70 years) and correlated with disease-free survival (DFS), cancer-specific survival (CSS) and overall survival (OS). Cox regression models were used to adjust for important prognostic factors. RESULTS: Of 1172 patients included, 295 (25%) were ≥ 70 years, and they were less likely to receive adjuvant chemotherapy (ACT; 60% versus 79%, P < 0.0001), oxaliplatin-based ACT (12% versus 31%, P < 0.0001), less likely to complete nCT (76% versus 86%, P < 0.001), and more likely to be anemic at initiation of nCRT (42% versus 30%, P = 0.0004). In multivariate analyses, age ≥ 70 years was associated with similar DFS [hazard ratio (HR) 0.93, 95% confidence interval (CI) 0.68-1.26, P = 0.63], similar CSS (HR 0.81, 95% CI 0.46-1.41, P = 0.45), and similar OS (HR 1.28, 95% CI 0.88-1.86, P = 0.20), compared with the younger age group. As a continuous variable, increasing age was not predictive of DFS (HR 1.00, 95% CI 0.99-1.02, P = 0.49) or CSS (HR 1.002, 95% CI 0.98-1.02, P = 0.88); however, it correlated with an inferior OS (HR 1.02, 95% CI 1.00-1.03, P = 0.04). CONCLUSIONS: Elderly patients (≥ 70 years) who receive nCRT followed by surgery appear to have similar outcomes compared with younger patients. Decisions regarding eligibility for nCRT and surgery should not be based on age alone.


Subject(s)
Adenocarcinoma/mortality , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Chemoradiotherapy/mortality , Neoadjuvant Therapy/mortality , Rectal Neoplasms/mortality , Adenocarcinoma/pathology , Adenocarcinoma/therapy , Adult , Aged , Aged, 80 and over , Capecitabine/administration & dosage , Chemotherapy, Adjuvant , Female , Fluorouracil/administration & dosage , Follow-Up Studies , Humans , Male , Middle Aged , Neoplasm Staging , Organoplatinum Compounds/administration & dosage , Oxaliplatin , Prognosis , Quinazolines/administration & dosage , Rectal Neoplasms/pathology , Rectal Neoplasms/therapy , Retrospective Studies , Survival Rate , Thiophenes/administration & dosage , Young Adult
14.
Br J Cancer ; 110(8): 1917-22, 2014 Apr 15.
Article in English | MEDLINE | ID: mdl-24691425

ABSTRACT

BACKGROUND: Limited data exist on outcomes for metastatic renal cell carcinoma (mRCC) patients treated with multiple lines of therapy. Benchmarks for survival are required for patient counselling and clinical trial design. METHODS: Outcomes of mRCC patients from the International mRCC Database Consortium database treated with 1, 2, or 3+ lines of targeted therapy (TT) were compared by proportional hazards regression. Overall survival (OS) and progression-free survival (PFS) were calculated using different population inclusion criteria. RESULTS: In total, 2705 patients were treated with TT of which 57% received only first-line TT, 27% received two lines of TT, and 16% received 3+ lines of TT. Overall survival of patients who received 1, 2, or 3+ lines of TT were 14.9, 21.0, and 39.2 months, respectively, from first-line TT (P<0.0001). On multivariable analysis, 2 lines and 3+ lines of therapy were each associated with better OS (HR=0.738 and 0.626, P<0.0001). Survival outcomes for the subgroups were as follows: for all patients, OS 20.9 months and PFS 7.2 months; for those similar to eligible patients in the first-line ADAPT trial, OS 14.7 months and PFS 5.6 months; for those similar to patients in first-line TIVO-1 trial, OS 24.8 months and PFS 8.2 months; for those similar to patients in second-line INTORSECT trial, OS 13.0 months and PFS 3.9 months; and for those similar to patients in the third-line GOLD trial, OS 18.0 months and PFS 4.4 months. CONCLUSIONS: Patients who are able to receive more lines of TT live longer. Survival benchmarks provide context and perspective when interpreting and designing clinical trials.


Subject(s)
Carcinoma, Renal Cell/drug therapy , Molecular Targeted Therapy , TOR Serine-Threonine Kinases/antagonists & inhibitors , Vascular Endothelial Growth Factor A/antagonists & inhibitors , Aged , Aged, 80 and over , Antineoplastic Agents/administration & dosage , Antineoplastic Agents/adverse effects , Carcinoma, Renal Cell/pathology , Clinical Trials as Topic , Disease-Free Survival , Female , Humans , Male , Middle Aged , Neoplasm Metastasis , Proportional Hazards Models , Survival Analysis , Treatment Outcome
15.
Br J Cancer ; 110(6): 1433-7, 2014 Mar 18.
Article in English | MEDLINE | ID: mdl-24548864

ABSTRACT

BACKGROUND: Several reports suggest that vascular endothelial growth factor (VEGF)-targeted therapy in metastatic renal cell carcinoma (mRCC) may be more toxic in Asian vs non-Asian populations. Comparative efficacy of these agents with respect to ethnicity is not well characterised. METHODS: A multicentre, retrospective, cohort study using Asian and non-Asian centres which collected data on ethnicity, dose reductions and outcomes using the International mRCC Database Consortium. RESULTS: This study included 1024 (464 Asian, 560 non-Asian) patients with a 29.4 months median follow-up. The percentage of dose modifications/reductions between non-Asians and Asians was similar (55% vs 61% P=0.1197). When adjusted for risk groups, there was no difference in overall or progression-free survival between non-Asians and Asians. Patients with dose reductions due to toxicity had longer treatment durations and overall survival than those who did not in both non-Asian (10.6 vs 5.0 months, P<0.0001; 22.6 vs 16.1 months, P=0.0016, respectively) and Asian populations (8.9 vs 5.4 months, P=0.0028; 28.0 vs 18.7 months, P=0.0069, respectively). CONCLUSIONS: Adjusting for risk groups, there appears to be no difference in outcome between Asian vs non-Asian patients with mRCC treated with VEGF-targeted therapy. Judicious dose reductions may allow for better outcomes in both populations due to longer treatment durations, but direct comparisons are needed.


Subject(s)
Angiogenesis Inhibitors/therapeutic use , Carcinoma, Renal Cell/drug therapy , Carcinoma, Renal Cell/ethnology , Kidney Neoplasms/drug therapy , Kidney Neoplasms/ethnology , Vascular Endothelial Growth Factor A/antagonists & inhibitors , Angiogenesis Inhibitors/adverse effects , Asian People , Carcinoma, Renal Cell/pathology , Cohort Studies , Female , Humans , Kidney Neoplasms/pathology , Male , Middle Aged , Neoplasm Metastasis , Retrospective Studies , Treatment Outcome
16.
Ann Oncol ; 25(1): 149-54, 2014 Jan.
Article in English | MEDLINE | ID: mdl-24356626

ABSTRACT

BACKGROUND: Targeted therapies in metastatic renal cell carcinoma (mRCC) have been approved based on registration clinical trials that have strict eligibility criteria. The clinical outcomes of patients treated with targeted agents but are ineligible for trials are unknown. PATIENTS AND METHODS: mRCC patients treated with vascular endothelial growth factor-targeted therapy were retrospectively deemed ineligible for clinical trials (according to commonly used inclusion/exclusion criteria) if they had a Karnofsky performance status (KPS) <70%, nonclear-cell histology, brain metastases, hemoglobin ≤9 g/dl, creatinine >2× the upper limit of normal, corrected calcium ≥12 mg/dl, platelet count of <100 × 10(3)/uL, or neutrophil count <1500/mm(3). RESULTS: Overall, 768 of 2210 (35%) patients in the International Metastatic RCC Database Consortium (IMDC) were deemed ineligible for clinical trials by the above criteria. Between ineligible versus eligible patients, the response rate, median progression-free survival (PFS) and median overall survival of first-line targeted therapy were 22% versus 29% (P = 0.0005), 5.2 versus 8.6 months, and 12.5 versus 28.4 months (both P < 0.0001), respectively. Second-line PFS (if applicable) was 2.8 months in the trial ineligible versus 4.3 months in the trial eligible patients (P = 0.0039). When adjusted by the IMDC prognostic categories, the HR for death between trial ineligible and trial eligible patients was 1.55 (95% confidence interval 1.378-1.751, P < 0.0001). CONCLUSIONS: The number of patients that are ineligible for clinical trials is substantial and their outcomes are inferior. Specific trials addressing the unmet needs of protocol ineligible patients are warranted.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Brain Neoplasms/drug therapy , Carcinoma, Renal Cell/drug therapy , Kidney Neoplasms/drug therapy , Antibodies, Monoclonal, Humanized/administration & dosage , Bevacizumab , Brain Neoplasms/mortality , Brain Neoplasms/secondary , Carcinoma, Renal Cell/mortality , Carcinoma, Renal Cell/secondary , Clinical Trials as Topic , Disease-Free Survival , Eligibility Determination , Humans , Indazoles , Indoles/administration & dosage , Kaplan-Meier Estimate , Karnofsky Performance Status , Kidney Neoplasms/mortality , Kidney Neoplasms/pathology , Middle Aged , Molecular Targeted Therapy , Niacinamide/administration & dosage , Niacinamide/analogs & derivatives , Phenylurea Compounds/administration & dosage , Pyrimidines/administration & dosage , Pyrroles/administration & dosage , Sorafenib , Sulfonamides/administration & dosage , Sunitinib , Treatment Outcome
17.
Br J Cancer ; 108(12): 2478-84, 2013 Jun 25.
Article in English | MEDLINE | ID: mdl-23736025

ABSTRACT

BACKGROUND: Mammalian target of rapamycin (mTOR) inhibitors are used in a variety of malignancies. Infections have been reported with these drugs. We performed an up-to-date meta-analysis to further characterise the risk of infections in cancer patients treated with these agents. METHODS: Pubmed and oncology conferences' proceedings were searched for studies from January 1966 to June 2012. Studies were limited to phase II and III randomised controlled trials (RCTs) of everolimus or temsirolimus reporting on cancer patients with adequate safety profiles. Summary incidences, relative risks (RRs), and 95% confidence intervals (CIs) were calculated. RESULTS: A total of 3180 patients were included. The incidence of all-grade and high-grade infections due to mTOR inhibitors was 33.1% (95% CI, 24.5-43.0%) and 5.6% (95% CI, 3.8-8.3%), respectively. Compared with controls, the RR of all-grade and high-grade infections due to mTOR inhibitors was 2.00 (95% CI, 1.76-2.28, P<0.001) and 2.60 (95% CI, 1.54-4.41, P<0.001), respectively. Subgroup analysis found no difference in incidences or risks between everolimus and temsirolimus or between different tumour types (renal cell carcinoma (RCC) vs non-RCC). Infections included respiratory tract (61.7%), genitourinary (29.4%), skin/soft tissue (4.2%), and others (4.9%). CONCLUSION: Treatment with mTOR inhibitors is associated with a significant increase in risk of infections. Close monitoring for any signs of infections is warranted.


Subject(s)
Carcinoma, Renal Cell/drug therapy , Infections/chemically induced , Infections/epidemiology , Kidney Neoplasms/drug therapy , Protein Kinase Inhibitors/adverse effects , Protein Kinase Inhibitors/therapeutic use , TOR Serine-Threonine Kinases/antagonists & inhibitors , Antineoplastic Agents/adverse effects , Antineoplastic Agents/therapeutic use , Carcinoma, Renal Cell/epidemiology , Clinical Trials, Phase II as Topic/statistics & numerical data , Clinical Trials, Phase III as Topic/statistics & numerical data , Humans , Infections/etiology , Kidney Neoplasms/epidemiology , Randomized Controlled Trials as Topic/statistics & numerical data , Risk Factors
18.
Ann Oncol ; 24(8): 2092-7, 2013 Aug.
Article in English | MEDLINE | ID: mdl-23658373

ABSTRACT

BACKGROUND: Inhibition of the mammalian target of rapamycin (mTOR) is an established treatment for multiple malignancies. We carried out an up-to-date meta-analysis to determine the risk of fatal adverse events (FAEs) in cancer patients treated with mTOR inhibitors. PATIENTS AND METHODS: PubMed, conferences and clinicaltrials.gov databases were searched for articles reported from January 1966 to June 2012. Eligible studies were limited to approved mTOR inhibitors (everolimus and temsirolimus) and reported on patients with cancer, randomized design and adequate safety profiles. Data extraction was conducted according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) statement. RESULTS: In all, 3193 patients from eight randomized, controlled trials (RCTs) were included, 2236 from everolimus trials and 957 from temsirolimus trials. The relative risk (RR) of FAEs related to mTOR inhibitors use was 2.20 (95% CI, 1.25-3.90; P = 0.006) compared with control patients. On subgroup analysis, no difference in the rate of FAEs was found between everolimus and temsirolimus or between tumor types [renal cell carcinoma (RCC) versus non-RCC]. No evidence of publication bias was observed. CONCLUSION: The use of mTOR inhibitors is associated with a small but higher risk of FAEs compared to control patients. In the appropriate clinical scenario, the use of these drugs remains justified in their approved indications.


Subject(s)
Sirolimus/analogs & derivatives , TOR Serine-Threonine Kinases/antagonists & inhibitors , Antineoplastic Agents/adverse effects , Antineoplastic Agents/therapeutic use , Carcinoma, Renal Cell/drug therapy , Carcinoma, Renal Cell/mortality , Everolimus , Humans , Immunosuppressive Agents/adverse effects , Immunosuppressive Agents/therapeutic use , Kidney Neoplasms/drug therapy , Kidney Neoplasms/mortality , Protein Kinase Inhibitors/adverse effects , Protein Kinase Inhibitors/therapeutic use , Risk , Sirolimus/adverse effects , Sirolimus/therapeutic use
19.
Clin Endocrinol (Oxf) ; 78(6): 865-73, 2013 Jun.
Article in English | MEDLINE | ID: mdl-22775311

ABSTRACT

OBJECTIVE: Type 2 diabetes and associated complications adversely affect health-related quality of life (HRQoL). However, it is unclear whether different complications have the same or different associations with HRQoL. We examined associations between retinopathy, nephropathy, peripheral neuropathy (microvascular), coronary heart disease, stroke and peripheral arterial disease (macrovascular) in diabetes and HRQoL. DESIGN: This study was a follow-up examination between 2004 and 2007 of participants from four previous cross-sectional population-based studies in Singapore. METHODS: Health-related quality of life was assessed through self-administered SF-36 health survey version 2. Diabetes and complications status were assessed through self-report, clinical and laboratory examinations. About 2601 individuals, 2205 healthy and 396 with diabetes, were studied. RESULTS: Lower physical component scores (PCS) were associated with microvascular (2.96 points, P < 0.001) and both macro- and microvascular complications (4.67 points, P < 0.001), but not diabetes alone. Coronary heart disease (3.86 points, P = 0.007), peripheral neuropathy (11.46 points, P < 0.001) and severe retinopathy (4.46 points, P < 0.001) were associated with lower PCS. The greatest reduction in scores was seen in peripheral neuropathy. CONCLUSIONS: Quality of life in patients with diabetes is affected mainly by presence of complications, and not diabetes per se. Peripheral neuropathy was associated with the greatest reduction in quality of life. Improved management to prevent or delay onset of complications may reduce the effect on quality of life in patients with diabetes.


Subject(s)
Diabetes Mellitus, Type 2/complications , Coronary Artery Disease/complications , Cross-Sectional Studies , Diabetic Angiopathies/complications , Diabetic Nephropathies/complications , Diabetic Neuropathies/complications , Diabetic Retinopathy/complications , Female , Health Surveys , Humans , Male , Middle Aged , Quality of Life , Singapore/epidemiology
20.
Eur J Neurol ; 20(2): 368-74, 2013 Feb.
Article in English | MEDLINE | ID: mdl-22978629

ABSTRACT

BACKGROUND AND PURPOSE: We aimed to estimate the lifetime cost of Parkinson's disease (PD) from the societal perspective. METHODS: A convenience sample of English or Chinese-speaking patients with PD was recruited from a PD and Movement Disorders Centre in Singapore to complete a financial burden questionnaire. Sociodemographic and clinical data were retrieved from hospital databases. Markov cohort model analysis was performed (cycle length, 1-year; duration, death or reached 100 years old). Patients were assumed to progress from one Markov state to the next state or death without skipping states or regressing. All model parameters were based on published local data. RESULTS: In 195 patients with PD (median age: 68.9, male: 51.8%), the simulated lifetime cost of PD was Singapore Dollar (SGD) 60,487 (EUR purchasing power parity 56,253) per patient. Direct medical, non-medical and indirect cost accounted for 18.8%, 12.8% and 68.4% of total lifetime cost, respectively. The top three components of total lifetime cost were productivity losses (67.6%), pharmacotherapy (11.4%) and home care (8.7%). One-way sensitivity analysis and probabilistic sensitivity analyses revealed that estimates were sensitive to cost at H&Y stage 1, 2 and 2.5 and productivity losses. CONCLUSIONS: The lifetime cost of PD is evaluated for the first time. This cost is substantial and comparable to the lifetime cost of intracerebral haemorrhage in at least one study. Our study identified several priority areas for research and policy formulation: reducing productivity losses, reducing cost of pharmacotherapy, avoiding hospitalization and reducing home care cost.


Subject(s)
Health Care Costs , Parkinson Disease/economics , Adult , Aged , Aged, 80 and over , Cohort Studies , Cross-Sectional Studies , Female , Humans , Male , Markov Chains , Middle Aged , Singapore
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