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1.
Discov Oncol ; 15(1): 378, 2024 Aug 28.
Article in English | MEDLINE | ID: mdl-39196408

ABSTRACT

BACKGROUND: Health disparities have been highlighted among patient with prostate adenocarcinoma (PRAD) due to ethnicity. Mexican men present a more aggressive disease than other patients resulting in less favorable treatment outcome. We aimed to identify the mutational landscape which could help to reduce the health disparities among minority groups and generate the first genomics exploratory study of PRAD in Mexican patients. METHODS: Paraffin-embedded formalin-fixed tumoral tissue from 20 Mexican patients with early-stage PRAD treated at The Instituto Nacional de Cancerología, Mexico City from 2017 to 2019 were analyzed. Tumoral DNA was prepared for whole exome sequencing, the resulting files were mapped against h19 using BWA-MEM. Strelka2 and Lancet packages were used to identify single nucleotide variants (SNV) and insertions or deletions. FACETS was used to determine somatic copy number alterations (SCNA). Cancer Genome Interpreter web interface was used to determine the clinical relevance of variants. RESULTS: Patients were in an early clinical stage and had a mean age of 59.55 years (standard deviation [SD]: 7.1 years) with 90% of them having a Gleason Score of 7. Follow-up time was 48.50 months (SD: 32.77) with recurrences and progression in 30% and 15% of the patients, respectively. NUP98 (20%), CSMD3 (15%) and FAT1 (15%) were the genes most frequently affected by SNV; ARAF (75%) and ZNF419 (70%) were the most frequently affected by losses and gains SNCA's. One quarter of the patients had mutations useful as biomarkers for the use of PARP inhibitors, they comprise mutations in BRCA, RAD54L and ATM. SBS05, DBS03 and ID08 were the most common mutational signatures present in this cohort. No associations with recurrence or progression were identified. CONCLUSIONS: This pilot study reveals the mutational landscape of early-stage prostate adenocarcinoma in Mexican men, providing a first approach to understand the mutational patterns and actionable mutations in early prostate cancer can inform personalized treatment approaches and reduce the underrepresentation in genomic cancer studies.

2.
Neurosurg Focus ; 56(5): E12, 2024 05.
Article in English | MEDLINE | ID: mdl-38691854

ABSTRACT

OBJECTIVE: Chordomas are rare malignant bone tumors whose location in the skull base or spine, invasive surgical treatment, and accompanying adjuvant radiotherapy may all lead patients to experience poor quality of life (QOL). Limited research has been conducted on specific demographic and clinical factors associated with decreased QOL in chordoma survivors. Thus, the aim of the present study was to investigate several potential variables and their impact on specific QOL domains in these patients as well the frequencies of specific QOL challenges within these domains. METHODS: The Chordoma Foundation (CF) Survivorship Survey was electronically distributed to chordoma survivors subscribed to the CF Chordoma Connections forum. Survey questions assessed QOL in three domains: physical, emotional/cognitive, and social. The degree of impairment was assessed by grouping the participants into high- and low-challenge groups designated by having ≥ 5 or < 5 symptoms or challenges within a given QOL domain. Bivariate analysis of demographic and clinical characteristics between these groups was conducted using Fisher's exact test and the Mann-Whitney U-test. RESULTS: A total of 665 chordoma survivors at least partially completed the survey. On bivariate analysis, female sex was significantly associated with increased odds of significant emotional (p = 0.001) and social (p = 0.019) QOL burden. Younger survivors (age < 65 years) were significantly more likely to experience significant physical (p < 0.0001), emotional (p < 0.0001), and social (p < 0.0001) QOL burden. Skull base chordoma survivors had significantly higher emotional/cognitive QOL burden than spinal chordoma survivors (p = 0.022), while the converse was true for social QOL challenges (p = 0.0048). Survivors currently in treatment were significantly more likely to experience significant physical QOL challenges compared with survivors who completed their treatment > 10 years ago (p = 0.0074). Fear of cancer recurrence (FCR) was the most commonly reported emotional/cognitive QOL challenge (49.6%). Only 41% of the participants reported having their needs met for their physical QOL challenges as well as 25% for emotional/cognitive and 18% for social. CONCLUSIONS: The authors' findings suggest that younger survivors, female survivors, and survivors currently undergoing treatment for chordoma are at high risk for adverse QOL outcomes. Additionally, although nearly half of the participants reported a FCR, very few reported having adequate emotional/cognitive care. These findings may be useful in identifying specific groups of chordoma survivors vulnerable to QOL challenges and bring to light the need to expand care to meet the QOL needs for these patients.


Subject(s)
Chordoma , Quality of Life , Humans , Chordoma/psychology , Chordoma/surgery , Quality of Life/psychology , Female , Male , Middle Aged , Adult , Aged , Cancer Survivors/psychology , Survivorship , Surveys and Questionnaires , Young Adult , Adolescent , Aged, 80 and over
3.
Front Pharmacol ; 14: 1175737, 2023.
Article in English | MEDLINE | ID: mdl-37251329

ABSTRACT

Pharmacogenomics (PGx) is considered an emergent field in developing countries. Research on PGx in the Latin American and the Caribbean (LAC) region remains scarce, with limited information in some populations. Thus, extrapolations are complicated, especially in mixed populations. In this paper, we reviewed and analyzed pharmacogenomic knowledge among the LAC scientific and clinical community and examined barriers to clinical application. We performed a search for publications and clinical trials in the field worldwide and evaluated the contribution of LAC. Next, we conducted a regional structured survey that evaluated a list of 14 potential barriers to the clinical implementation of biomarkers based on their importance. In addition, a paired list of 54 genes/drugs was analyzed to determine an association between biomarkers and response to genomic medicine. This survey was compared to a previous survey performed in 2014 to assess progress in the region. The search results indicated that Latin American and Caribbean countries have contributed 3.44% of the total publications and 2.45% of the PGx-related clinical trials worldwide thus far. A total of 106 professionals from 17 countries answered the survey. Six major groups of barriers were identified. Despite the region's continuous efforts in the last decade, the primary barrier to PGx implementation in LAC remains the same, the "need for guidelines, processes, and protocols for the clinical application of pharmacogenetics/pharmacogenomics". Cost-effectiveness issues are considered critical factors in the region. Items related to the reluctance of clinicians are currently less relevant. Based on the survey results, the highest ranked (96%-99%) gene/drug pairs perceived as important were CYP2D6/tamoxifen, CYP3A5/tacrolimus, CYP2D6/opioids, DPYD/fluoropyrimidines, TMPT/thiopurines, CYP2D6/tricyclic antidepressants, CYP2C19/tricyclic antidepressants, NUDT15/thiopurines, CYP2B6/efavirenz, and CYP2C19/clopidogrel. In conclusion, although the global contribution of LAC countries remains low in the PGx field, a relevant improvement has been observed in the region. The perception of the usefulness of PGx tests in biomedical community has drastically changed, raising awareness among physicians, which suggests a promising future in the clinical applications of PGx in LAC.

4.
World Neurosurg ; 175: e30-e43, 2023 Jul.
Article in English | MEDLINE | ID: mdl-36914026

ABSTRACT

BACKGROUND: Chordomas are a rare form of aggressive bone cancer and are associated with poor quality of life (QOL). The present study sought to characterize demographic and clinical characteristics associated with QOL in chordoma co-survivors (caregivers of patients with chordoma) and assess whether co-survivors access care for QOL challenges. METHODS: The Chordoma Foundation Survivorship Survey was electronically distributed to chordoma co-survivors. Survey questions assessed emotional/cognitive and social QOL, with significant QOL challenges being defined as experiencing ≥5 challenges within either of these domains. The Fisher exact test and Mann-Whitney U test were used to analyze bivariate associations between patient/caretaker characteristics and QOL challenges. RESULTS: Among the 229 respondents to our survey, nearly half (48.5%) reported a high number (≥5) of emotional/cognitive QOL challenges. Co-survivors younger than 65 years were significantly more likely to experience a high number of emotional/cognitive QOL challenges (P < 0.0001), whereas co-survivors >10 years past the end of treatment were significantly less likely to experience a high number of emotional/cognitive QOL challenges (P = 0.012). When asked about access to resources, a lack of knowledge of resources to address their emotional/cognitive and social QOL issues (34% and 35%, respectively) was the most common response. CONCLUSIONS: Our findings suggest that younger co-survivors are at high risk for adverse emotional QOL outcomes. In addition, more than one third of co-survivors did not know about resources to address their QOL issues. Our study may help guide organizational efforts to provide care and support to patients with chordoma and their loved ones.


Subject(s)
Bone Neoplasms , Chordoma , Humans , Quality of Life/psychology , Survivorship , Survivors/psychology , Surveys and Questionnaires
5.
World Neurosurg ; 172: e312-e318, 2023 Apr.
Article in English | MEDLINE | ID: mdl-36627016

ABSTRACT

OBJECTIVE: Pineoblastomas (PBLs) are rare high-grade tumors treated variably with surgery and/or radiation. The role of surgical extent of resection and radiotherapy (RT) in adult PBL remains unclear. We queried the Surveillance, Epidemiology, and End Results (SEER) database to assess these variables' effects on overall survival (OS) in adult PBL. METHODS: The SEER (1975-2016) database was queried for adult patients with diagnosis of PBL (ICD-0-3: 9362/3). Variables extracted included age, sex, race, geographical region, extent of tumor resection, RT, chemotherapy (CT), and OS data. Comparisons were performed with the χ2 test for categorical variables, Cox proportional hazards models to assess the association of clinical variables on OS, and Kaplan-Meier curves were generated. RESULTS: A total of 201 patients with PBL were identified with mean age 40.0 years (interquartile range 27.0-51.0) and most patients being male (53%) and Caucasian (77%). 101 (50%) patients received RT, and gross total resection was achieved in 83 (41%). Age stratification by decade revealed statistically significant poorer OS in patients aged ≥70 years. In bivariate analysis, RT with or without surgery was associated with improved 5-year OS compared with no RT (77.3% vs. 63.2%, P = 0.020). In multivariate analysis, age was a poor prognostic factor for OS (P < 0.001) and RT did appear to improve survival (P = 0.020). Extent of surgical resection was not significantly associated with improved survival. CONCLUSIONS: In adult patients with PBL, RT may offer an OS benefit irrespective of surgery or extent of surgical resection. Patients ≥70 years of age are associated with poorer OS.


Subject(s)
Brain Neoplasms , Pineal Gland , Pinealoma , Adult , Aged , Female , Humans , Male , Middle Aged , Brain Neoplasms/radiotherapy , Brain Neoplasms/surgery , Kaplan-Meier Estimate , Pineal Gland/surgery , Pinealoma/radiotherapy , Pinealoma/surgery , Proportional Hazards Models , Radiotherapy, Adjuvant , SEER Program , Survival Analysis
6.
J Neurosurg ; : 1-10, 2022 Dec 16.
Article in English | MEDLINE | ID: mdl-36577033

ABSTRACT

OBJECTIVE: In recent years, frailty indices such as the 11- and 5-factor modified frailty indices (mFI-11 and mFI-5), American Society of Anesthesiologists (ASA) physical status classification, and Charlson Comorbidity Index (CCI) have been shown to be effective predictors of various postoperative outcomes in neurosurgical patients. The Hospital Frailty Risk Score (HFRS) is a well-validated tool for assessing frailty; however, its utility has not been evaluated in intracranial tumor surgery. In the present study, the authors investigated the accuracy of the HFRS in predicting outcomes following intracranial tumor resection and compared its utility to those of other validated frailty indices. METHODS: A retrospective analysis was conducted using an intracranial tumor patient database at a single institution. Patients eligible for study inclusion were those who had undergone resection for an intracranial tumor between January 1, 2017, and December 31, 2019. ICD-10 codes were used to identify HFRS components and subsequently calculate risk scores. In addition to several postoperative variables, ASA class, CCI, and mFI-11 and mFI-5 scores were determined for each patient. Model discrimination was assessed using the area under the receiver operating characteristic curve (AUROC), and the DeLong test was used to assess for significant differences between AUROCs. Multivariate models for continuous outcomes were constructed using linear regression, whereas logistic regression models were used for categorical outcomes. RESULTS: A total of 2518 intracranial tumor patients (mean age 55.3 ± 15.1 years, 53.4% female, 70.4% White) were included in this study. The HFRS had a statistically significant greater AUROC than ASA status, CCI, mFI-11, and mFI-5 for postoperative complications, high hospital charges, nonroutine discharge, and 90-day readmission. In the multivariate analysis, the HFRS was significantly and independently associated with postoperative complications (OR 1.14, p < 0.0001), hospital length of stay (coefficient = 0.50, p < 0.0001), high hospital charges (coefficient = 1917.49, p < 0.0001), nonroutine discharge (OR 1.14, p < 0.0001), and 90-day readmission (OR 1.06, p < 0.0001). CONCLUSIONS: The study findings suggest that the HFRS is an effective predictor of postoperative outcomes in intracranial tumor patients and more effectively predicts adverse outcomes than other frailty indices. The HFRS may serve as an important tool for reducing patient morbidity and mortality in intracranial tumor surgery.

7.
An Acad Bras Cienc ; 94(1): e20191419, 2022.
Article in English | MEDLINE | ID: mdl-35476059

ABSTRACT

Several fields of research such as medicine, robotics, sports, informatics, etc., require the analysis of human movement. Traditional systems for acquisition and analysis of human movement data are based on video cameras or active sensors. However, those systems are limited to high-resource settings. Wearable devices allow monitoring subjects outside typical clinical or research environments. Here, we present an open source low-cost wireless sensor system for acquisition of human movement data. Our system consists of two main parts: a server that stores data and, one or more wearable sensor modules that collect movement data through Inertial Measurement Units (IMUs) and transmit them wirelessly to the server. As a proof of concept, we measured human gait activity. Our results show that our system with IMUs can acquire quantifiable movement data. Characteristics such as open source code and its low-cost, make our system a viable alternative for clinical or research.


Subject(s)
Movement , Sports , Humans
8.
Behav Processes ; 193: 104539, 2021 Dec.
Article in English | MEDLINE | ID: mdl-34752911

ABSTRACT

Manual analysis of behavioral tests in rodents involves inspection of video recordings by a researcher that assesses rodent movements to quantify parameters related with a behavior of interest. The assessment of the researcher during the quantification of such parameters can introduce variability among experimental conditions or among sessions of analysis. Here, we introduce Analixity, a video processing software for the elevated plus maze test (EPM), in which quantification of behavioral parameters is automatic, reducing the time spent in analysis and solving the variability problem. Analixity is an adaptable multiplatform open-source system. Analixity generates an Excel file with the quantified behavioral variables, such as time spent in open and closed arms and in the center zone, number of entries to each zone and total distance traveled during the test. For validation, we compared results obtained by Analixity with results obtained by manual analysis. We did not find statistically significant differences. In addition, we compared the results obtained by Analixity with results obtained by the commercial software ANY-maze. We did not find statistically significant differences in the quantification of parameters such as time spent in open arms, time spent in closed arms, time spent in center zone, number of closed arms, open arms entries, and anxiety index. We concluded that Analixity is an open-source software as reliable and effective as a commercial software.


Subject(s)
Anxiety , Elevated Plus Maze Test , Animals , Behavior, Animal , Computers , Costs and Cost Analysis , Maze Learning , Video Recording
9.
Sci Rep ; 11(1): 9687, 2021 05 06.
Article in English | MEDLINE | ID: mdl-33958624

ABSTRACT

Understanding human trust in machine partners has become imperative due to the widespread use of intelligent machines in a variety of applications and contexts. The aim of this paper is to investigate whether human-beings trust a social robot-i.e. a human-like robot that embodies emotional states, empathy, and non-verbal communication-differently than other types of agents. To do so, we adapt the well-known economic trust-game proposed by Charness and Dufwenberg (2006) to assess whether receiving a promise from a robot increases human-trust in it. We find that receiving a promise from the robot increases the trust of the human in it, but only for individuals who perceive the robot very similar to a human-being. Importantly, we observe a similar pattern in choices when we replace the humanoid counterpart with a real human but not when it is replaced by a computer-box. Additionally, we investigate participants' psychophysiological reaction in terms of cardiovascular and electrodermal activity. Our results highlight an increased psychophysiological arousal when the game is played with the social robot compared to the computer-box. Taken all together, these results strongly support the development of technologies enhancing the humanity of robots.


Subject(s)
Man-Machine Systems , Robotics , Social Interaction , Trust , Artificial Intelligence , Humans
10.
World Neurosurg X ; 6: 100058, 2020 Apr.
Article in English | MEDLINE | ID: mdl-32309799

ABSTRACT

OBJECTIVE: The safety and effectiveness of task-sharing (TS) in neurosurgery, delegating clinical roles to non-neurosurgeons, is not well understood. This study evaluated an ongoing TS model in the Philippines, where neurosurgical workforce deficits are compounded with a large neurotrauma burden. METHODS: Medical records from emergency neurosurgical admissions to 2 hospitals were reviewed (January 2015-June 2018): Bicol Medical Center (BMC), a government hospital in which emergency neurosurgery is chiefly performed by general surgery residents (TS providers), and Mother Seton Hospital, an adjacent private hospital where neurosurgery consultants are the primary surgeons. Univariable and multivariable linear and logistic regression compared provider-associated outcomes. RESULTS: Of 214 emergency neurosurgery operations, TS providers performed 95 and neurosurgeons, 119. TS patients were more often male (88.4% vs. 73.1%; P = 0.007), younger (mean age, 27.6 vs. 50.5 years; P < 0.001), and had experienced road traffic accidents (69.1% vs. 31.4%; P < 0.001). There were no significant differences between Glasgow Coma Scale (GCS) scores on admission. Provider type was not associated with mortality (neurosurgeons, 20.2%; TS, 17.9%; P = 0.68), reoperation, or pneumonia. No significant differences were observed for GCS improvement between admission and discharge or in-hospital GCS improvement, including or excluding inpatient deaths. TS patients had shorter lengths of stay (17.3 days vs. 24.4 days; coefficient, -6.67; 95% confidence interval, -13.01 to -0.34; P < 0.05) and were more likely to undergo tracheostomy (odds ratio, 3.1; 95% confidence interval, 1.30-7.40; P = 0.01). CONCLUSIONS: This study, one of the first to examine outcomes of neurosurgical TS, shows that a strategic TS model for emergency neurosurgery produces comparable outcomes to the local neurosurgeons.

11.
Nat Commun ; 10(1): 442, 2019 01 25.
Article in English | MEDLINE | ID: mdl-30683859

ABSTRACT

MicroRNA deregulation is a consistent feature of glioblastoma, yet the biological effect of each single gene is generally modest, and therapeutically negligible. Here we describe a module of microRNAs, constituted by miR-124, miR-128 and miR-137, which are co-expressed during neuronal differentiation and simultaneously lost in gliomagenesis. Each one of these miRs targets several transcriptional regulators, including the oncogenic chromatin repressors EZH2, BMI1 and LSD1, which are functionally interdependent and involved in glioblastoma recurrence after therapeutic chemoradiation. Synchronizing the expression of these three microRNAs in a gene therapy approach displays significant anticancer synergism, abrogates this epigenetic-mediated, multi-protein tumor survival mechanism and results in a 5-fold increase in survival when combined with chemotherapy in murine glioblastoma models. These transgenic microRNA clusters display intercellular propagation in vivo, via extracellular vesicles, extending their biological effect throughout the whole tumor. Our results support the rationale and feasibility of combinatorial microRNA strategies for anticancer therapies.


Subject(s)
Brain Neoplasms/genetics , Gene Expression Regulation, Neoplastic , Glioblastoma/genetics , MicroRNAs/genetics , Animals , Antineoplastic Agents, Alkylating/pharmacology , Brain Neoplasms/mortality , Brain Neoplasms/pathology , Brain Neoplasms/therapy , Cell Line, Tumor , Cell Proliferation/drug effects , Cell Proliferation/radiation effects , Cluster Analysis , Enhancer of Zeste Homolog 2 Protein/genetics , Enhancer of Zeste Homolog 2 Protein/metabolism , Epigenesis, Genetic , Extracellular Vesicles/chemistry , Extracellular Vesicles/metabolism , Female , Gamma Rays/therapeutic use , Glioblastoma/mortality , Glioblastoma/pathology , Glioblastoma/therapy , Histone Demethylases/genetics , Histone Demethylases/metabolism , Humans , Mice , Mice, Nude , MicroRNAs/metabolism , Neuroglia/drug effects , Neuroglia/metabolism , Neuroglia/pathology , Neuroglia/radiation effects , Polycomb Repressive Complex 1/genetics , Polycomb Repressive Complex 1/metabolism , Survival Analysis , Temozolomide/pharmacology , Xenograft Model Antitumor Assays
12.
Clin Genitourin Cancer ; 16(4): e867-e877, 2018 08.
Article in English | MEDLINE | ID: mdl-29571584

ABSTRACT

BACKGROUND: Prostate cancer (PCa) is the most common malignancy in Mexican men. Serum prostate-specific antigen (PSA) is the usual noninvasive biomarker used for its detection. Its low specificity can increase the number of unnecessary prostate biopsies and the incidence of unpleasant complications for patients. The androgen-receptor gene (AR-CAG) repeat length and the percentage of promoter methylation (PPM) of genes glutathione-S-transferase P1 (GSTP1) and Ras association domain family 1 isoform A (RASSF1A) improve PCa detection. As an option for noninvasive assessment, we evaluated a combined analysis of all these biomarkers. PATIENTS AND METHODS: A total of 186 patients scheduled for biopsy were included in the present study. PSA and AR-CAG repeats were analyzed in blood samples. The PPM of GSTP1 and RASSF1A genes was estimated in prostate tissue and urinary sediment cells (USCs) and plasma DNA using quantitative methylation-specific polymerase chain reaction. The predictive values for PCa and benign prostatic hyperplasia (BPH), logistic regression analysis, receiver operating characteristic curve, and decision curve analysis were used to assess the differential diagnosis. RESULTS: Statistically significant differences between PCa and BPH patients were observed for all biomarkers, with higher positive and negative predictive values when all biomarkers were included in the analysis, attaining USC values of 89.2% and 78.0%, respectively. The differential diagnosis accuracy of PSA (area under the curve, 0.59) increased to 0.70 and 0.68, respectively, when the combined analysis of PPM of RASSF1Aplasma or GSTP1AUSC and AR-CAG repeats was performed. Decision curve analysis showed the utility of the combined analysis to decrease the number of unnecessary biopsies. CONCLUSION: The results showed that combined analysis of the proposed biomarkers in plasma and USCs significantly increased the confidence for the differential diagnosis for PCa and BPH. This noninvasive practice might help in the early detection of PCa and patient follow-up, avoiding to some extent unnecessary prostate biopsies.


Subject(s)
DNA Methylation , Glutathione S-Transferase pi/genetics , Prostatic Hyperplasia/diagnosis , Prostatic Neoplasms/diagnosis , Receptors, Androgen/genetics , Trinucleotide Repeats , Tumor Suppressor Proteins/genetics , Adult , Aged , Aged, 80 and over , Diagnosis, Differential , Epigenesis, Genetic , Humans , Logistic Models , Male , Mexico , Middle Aged , Promoter Regions, Genetic , Prostate-Specific Antigen/blood , Prostatic Hyperplasia/genetics , Prostatic Hyperplasia/metabolism , Prostatic Neoplasms/genetics , Prostatic Neoplasms/metabolism , ROC Curve , Sensitivity and Specificity
13.
PLoS One ; 11(10): e0164323, 2016.
Article in English | MEDLINE | ID: mdl-27716815

ABSTRACT

In this work we study the coupled dynamics of social balance and opinion formation. We propose a model where agents form opinions under bounded confidence, but only considering the opinions of their friends. The signs of social ties -friendships and enmities- evolve seeking for social balance, taking into account how similar agents' opinions are. We consider both the case where opinions have one and two dimensions. We find that our dynamics produces the segregation of agents into two cliques, with the opinions of agents in one clique differing from those in the other. Depending on the level of bounded confidence, the dynamics can produce either consensus of opinions within each clique or the coexistence of several opinion clusters in a clique. For the uni-dimensional case, the opinions in one clique are all below the opinions in the other clique, hence defining a "left clique" and a "right clique". In the two-dimensional case, our numerical results suggest that the two cliques are separated by a hyperplane in the opinion space. We also show that the phenomenon of unidimensional opinions identified by DeMarzo, Vayanos and Zwiebel (Q J Econ 2003) extends partially to our dynamics. Finally, in the context of politics, we comment about the possible relation of our results to the fragmentation of an ideology and the emergence of new political parties.


Subject(s)
Mental Processes/physiology , Attitude , Computer Simulation , Friends , Humans , Models, Theoretical , Social Behavior
14.
PLoS One ; 10(11): e0140929, 2015.
Article in English | MEDLINE | ID: mdl-26560737

ABSTRACT

Due to their widespread popularity, decreasing costs, built-in sensors, computing power and communication capabilities, Android-based personal devices are being seen as an appealing technology for the deployment of wearable fall detection systems. In contrast with previous solutions in the existing literature, which are based on the performance of a single element (a smartphone), this paper proposes and evaluates a fall detection system that benefits from the detection performed by two popular personal devices: a smartphone and a smartwatch (both provided with an embedded accelerometer and a gyroscope). In the proposed architecture, a specific application in each component permanently tracks and analyses the patient's movements. Diverse fall detection algorithms (commonly employed in the literature) were implemented in the developed Android apps to discriminate falls from the conventional activities of daily living of the patient. As a novelty, a fall is only assumed to have occurred if it is simultaneously and independently detected by the two Android devices (which can interact via Bluetooth communication). The system was systematically evaluated in an experimental testbed with actual test subjects simulating a set of falls and conventional movements associated with activities of daily living. The tests were repeated by varying the detection algorithm as well as the pre-defined mobility patterns executed by the subjects (i.e., the typology of the falls and non-fall movements). The proposed system was compared with the cases where only one device (the smartphone or the smartwatch) is considered to recognize and discriminate the falls. The obtained results show that the joint use of the two detection devices clearly increases the system's capability to avoid false alarms or 'false positives' (those conventional movements misidentified as falls) while maintaining the effectiveness of the detection decisions (that is to say, without increasing the ratio of 'false negatives' or actual falls that remain undetected).


Subject(s)
Accidental Falls , Automation , Security Measures , Smartphone , Algorithms , Humans
15.
Spine (Phila Pa 1976) ; 33(21): 2260-8, 2008 Oct 01.
Article in English | MEDLINE | ID: mdl-18827690

ABSTRACT

STUDY DESIGN: Experimental dog model of acute spinal cord injury. OBJECTIVE: To compare the relative value of methylprednisolone, surgical decompression, or both for the treatment of traumatic spinal cord injury. SUMMARY OF BACKGROUND DATA: Acute spinal cord injury results from both primary damage to the spinal cord at the time of the initial injury as well as a deleterious secondary cascade of events, which leads to further damage. Surgical decompression is known to improve clinical outcomes, but the timing of surgical decompression remains controversial. METHODS: A nylon tie was used to constrict the spinal cord in 18 adult male beagle dogs. The animals were then prospectively randomized to 3 groups: 1) surgical decompression at 6 hours and intravenous methylprednisolone; 2) surgical decompression at 6 hours and intravenous saline; and 3) intravenous methylprednisolone without surgical decompression. Each animal was evaluated by somatosensory-evoked potentials, daily neurologic assessment, and histologic examination at 2 weeks following injury. RESULTS: Immediately following spinal cord constriction, all animals were paraplegic, incontinent, and the somatosensory-evoked potentials were abolished. Surgical decompression 6 hours after injury, with or without methylprednisolone, led to significantly better neurologic function at 2 weeks than methylprednisolone alone. CONCLUSION: In the setting of acute and persistent spinal cord compression in beagle dogs, surgical decompression 6 hours after injury, with or without methylprednisolone, is more effective for improving neurologic recovery than methylprednisolone alone.


Subject(s)
Decompression, Surgical , Disease Models, Animal , Methylprednisolone/therapeutic use , Spinal Cord Injuries/drug therapy , Spinal Cord Injuries/surgery , Acute Disease , Animals , Combined Modality Therapy/methods , Decompression, Surgical/methods , Dogs , Male , Prospective Studies , Spinal Cord Injuries/pathology , Time Factors , Treatment Outcome
16.
Rev. salud pública ; 8(3): 248-257, dic. 2006. tab
Article in Spanish | LILACS | ID: lil-447348

ABSTRACT

Objetivos: Establecer la prevalencia de uso de la citología del cuello uterino e identificar los factores que determinan la asistencia a este examen. Métodos Estudio de corte transversal en voluntarias de un programa de prevención de cáncer de cuello uterino realizado en Mogotes, Colombia. Se calcularon razones de prevalencia (RP). La variable dependiente fue el antecedente de asistencia a citología. Se recolectaron características sociodemográficas, clínicas, familiares y de hábitos. Resultados La prevalencia de asistencia previa a citología fue 67,3 por ciento. A mayor edad de la mujer aumentaba la probabilidad de tener una citología anterior. El uso de métodos de planificación familiar que requerían control (RP: 1,4; IC95 por ciento: 1,2-1,7) y la residencia rural (RP: 0,9; IC95 por ciento: 0,8-1,0) también fueron factores que determinaron su utilización. Conclusiones Estos datos confirman que vivir en zonas rurales está asociado con una menor oportunidad de la mujer para acceder al examen citológico.


Objectives: Determining the prevalence of Pap smear use and identifying the factors associated with Pap test performance. Methods A cross-sectional study was carried out on volunteer women recruited from a local programme for detecting cervical cancer in Mogotes, Colombia. Prevalence ratios (PR) were calculated. Papanicolau smear use was the outcome being measured. Information about demographic characteristics, clinical factors, history of cancer in the family, lifestyle factors and using birth control methods was collected. Results Pap smear use prevalence was 67,3 percent. Age group, using birth control methods (PR:1,4; 95 percentCI:1,2-1,7) and living in rural settings (PR:0,9; 95 percentCI:0,8-1,0) were the factors associated with Pap test performance. Conclusions This data suggests that living in rural settings is associated with decreased opportunities for performing Pap tests.


Subject(s)
Adult , Female , Humans , Middle Aged , Vaginal Smears , Colombia , Contraception Behavior , Cross-Sectional Studies , Health Services Accessibility , Life Style , Prevalence , Regression Analysis , Rural Population , Urban Population , Uterine Cervical Neoplasms/diagnosis , Vaginal Smears
17.
Rev Salud Publica (Bogota) ; 8(3): 248-57, 2006.
Article in Spanish | MEDLINE | ID: mdl-17269224

ABSTRACT

OBJECTIVES: Determining the prevalence of Pap smear use and identifying the factors associated with Pap test performance. METHODS: A cross-sectional study was carried out on volunteer women recruited from a local programme for detecting cervical cancer in Mogotes, Colombia. Prevalence ratios (PR) were calculated. Papanicolau smear use was the outcome being measured. Information about demographic characteristics, clinical factors, history of cancer in the family, lifestyle factors and using birth control methods was collected. RESULTS: Pap smear use prevalence was 67.3%. Age group, using birth control methods (PR: 1.4; 95% CI: 1.2-1.7) and living in rural settings (PR: 0.9; 95% CI: 0.8-1.0) were the factors associated with Pap test performance. CONCLUSIONS: This data suggests that living in rural settings is associated with decreased opportunities for performing Pap tests.


Subject(s)
Papanicolaou Test , Vaginal Smears , Adult , Colombia , Contraception Behavior , Cross-Sectional Studies , Female , Health Services Accessibility , Humans , Life Style , Middle Aged , Prevalence , Regression Analysis , Rural Population , Urban Population , Uterine Cervical Neoplasms/diagnosis , Vaginal Smears/statistics & numerical data
18.
Bol. Col. Mex. Urol ; 13(3): 138-40, sept.-dic. 1996. tab
Article in Spanish | LILACS | ID: lil-187771

ABSTRACT

Se estudiaron 39 pacientes con carcinoma prostático en etapas clínicas C y D de la clasificación de Jewett Whitemore, en quienes se consideró indicado el tratamiento hormonal. Se utilizaron estrógenos conjugados naturales (ECN) a dosis de 1.25 mg tres veces al día, y se determinaron las concentraciones de testosterona (TS) y antígeno prostático específico (PSA) sérico antes y tres meses después del tratamiento. La TS disminuyó significativamente en 94.4 por ciento de los pacientes, 86.1 por ciento a menos de 1 ng y 8.3 por ciento a un nivel entre 1.1 y 1.5 ng. El PSA se abatió a cifras normales en 16 pacientes (44.4 por ciento), y en cinco más (13.8 por ciento) se ubicó entre 5 y 10 ng. Once pacientes (30.5 por ciento) mostraron reacción, pero ésta se conservó en más de 20 ng. Cuatro pacientes (11.1 por ciento) no mostraron disminución del PSA con el tratamiento empleado, y en dos de ellos las concentraciones de TS no reaccionaron durante el tratamiento. Los ECN son otra alternativa económica y eficaz para el tratamiento del carcinoma prostático avanzado. La determinación de TS y PSA basal y a los tres meses permite evaluar la reacción


Subject(s)
Humans , Male , Adenocarcinoma/drug therapy , Estrogens, Conjugated (USP)/administration & dosage , Estrogens, Conjugated (USP)/therapeutic use , Prostate-Specific Antigen/blood , Prostatic Neoplasms/drug therapy , Testosterone/blood
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