209 results on '"A. Mantilla"'
Search Results
2. Differences between radiographic and non-radiographic axial spondyloarthritis patients in a Mexican cohort
- Author
-
Londono, John, Pacheco-Tena, Cesar, Santos, Ana Maria, Cardiel, Mario Humberto, Rodríguez-Salas, Gustavo, Rueda, Igor, Arias-Correal, Sofía, Mesa, Cristian, Marta Juliana, Mantilla, Santacruz, Juan Camilo, Rueda, Juan Camilo, Vargas-Alarcón, Gilberto, and Burgos-Vargas, Rubén
- Published
- 2024
- Full Text
- View/download PDF
3. APIS: a paired CT-MRI dataset for ischemic stroke segmentation - methods and challenges
- Author
-
Santiago Gómez, Edgar Rangel, Daniel Mantilla, Andrés Ortiz, Paul Camacho, Ezequiel de la Rosa, Joaquin Seia, Jan S. Kirschke, Yihao Li, Mostafa El Habib Daho, and Fabio Martínez
- Subjects
Ischemic stroke ,Computed tomography ,Image segmentation ,Paired dataset ,Deep learning ,Medicine ,Science - Abstract
Abstract Stroke, the second leading cause of mortality globally, predominantly results from ischemic conditions. Immediate attention and diagnosis, related to the characterization of brain lesions, play a crucial role in patient prognosis. Standard stroke protocols include an initial evaluation from a non-contrast CT to discriminate between hemorrhage and ischemia. However, non-contrast CTs lack sensitivity in detecting subtle ischemic changes in this phase. Alternatively, diffusion-weighted MRI studies provide enhanced capabilities, yet are constrained by limited availability and higher costs. Hence, we idealize new approaches that integrate ADC stroke lesion findings into CT, to enhance the analysis and accelerate stroke patient management. This study details a public challenge where scientists applied top computational strategies to delineate stroke lesions on CT scans, utilizing paired ADC information. Also, it constitutes the first effort to build a paired dataset with NCCT and ADC studies of acute ischemic stroke patients. Submitted algorithms were validated with respect to the references of two expert radiologists. The best achieved Dice score was 0.2 over a test study with 36 patient studies. Despite all the teams employing specialized deep learning tools, results reveal limitations of computational approaches to support the segmentation of small lesions with heterogeneous density.
- Published
- 2024
- Full Text
- View/download PDF
4. Differences between radiographic and non-radiographic axial spondyloarthritis patients in a Mexican cohort
- Author
-
John Londono, Cesar Pacheco-Tena, Ana Maria Santos, Mario Humberto Cardiel, Gustavo Rodríguez-Salas, Igor Rueda, Sofía Arias-Correal, Cristian Mesa, Mantilla Marta Juliana, Juan Camilo Santacruz, Juan Camilo Rueda, Gilberto Vargas-Alarcón, and Rubén Burgos-Vargas
- Subjects
Medicine ,Science - Abstract
Abstract To compare the demographic, clinical, and laboratory characteristics, disease onset, and clinical features of radiographic axial Spondyloarthritis (r-axSpA) and non-radiographic axial Spondyloarthritis (nr-axSpA) patients. All patients who attended outpatient spondylarthritis (SpA) clinics at Hospital General de Mexico and the Instituto Nacional de la Nutrición from 1998 to 2005 and met the rheumatologist diagnostic criteria for SpA were selected. Then the SpA patients were classified by European Spondyloarthropathy Study Group criteria (ESSG). We selected SpA patients with axial presentation as axial SpA (axSpA), and they were classified as r-axSpA if they met modified New York (mNY) criteria for sacroiliitis and as nr-axSpA if they did not meet mNY criteria; to compared clinical, demographic, and laboratory test between the subgroups. It included 148 SpA patients; 55 (37.2%) patients had r-axSpA, and 70 (47.3%) had nr-axSpA. The nr-axSpA patients had a lower proportion of males (58.6% vs 78.2%, P
- Published
- 2024
- Full Text
- View/download PDF
5. Expression network analysis of bovine skin infested with Rhipicephalus australis identifies pro-inflammatory genes contributing to tick susceptibility
- Author
-
Emily F. Mantilla Valdivieso, Elizabeth M. Ross, Ali Raza, Loan Nguyen, Ben J. Hayes, Nicholas N. Jonsson, Peter James, and Ala E. Tabor
- Subjects
Gene expression ,Cattle ,Bovine ,Host resistance ,RNA-Seq ,Medicine ,Science - Abstract
Abstract The skin is the primary feeding site of ticks that infest livestock animals such as cattle. The highly specialised functions of skin at the molecular level may be a factor contributing to variation in susceptibility to tick infestation; but these remain to be well defined. The aim of this study was to investigate the bovine skin transcriptomic profiles of tick-naïve and tick-infested cattle and to uncover the gene expression networks that influence contrasting phenotypes of host resistance to ticks. RNA-Seq data was obtained from skin of Brangus cattle with high (n = 5) and low (n = 6) host resistance at 0 and 12 weeks following artificial tick challenge with Rhipicephalus australis larvae. No differentially expressed genes were detected pre-infestation between high and low resistance groups, but at 12-weeks there were 229 differentially expressed genes (DEGs; FDR
- Published
- 2024
- Full Text
- View/download PDF
6. CTB-targeted protocells enhance ability of lanthionine ketenamine analogs to induce autophagy in motor neuron-like cells
- Author
-
Gonzalez Porras, Maria A., Gransee, Heather M., Denton, Travis T., Shen, Dunxin, Webb, Kevin L., Brinker, C. Jeffrey, Noureddine, Achraf, Sieck, Gary C., and Mantilla, Carlos B.
- Published
- 2023
- Full Text
- View/download PDF
7. CTB-targeted protocells enhance ability of lanthionine ketenamine analogs to induce autophagy in motor neuron-like cells
- Author
-
Maria A. Gonzalez Porras, Heather M. Gransee, Travis T. Denton, Dunxin Shen, Kevin L. Webb, C. Jeffrey Brinker, Achraf Noureddine, Gary C. Sieck, and Carlos B. Mantilla
- Subjects
Medicine ,Science - Abstract
Abstract Impaired autophagy, a cellular digestion process that eliminates proteins and damaged organelles, has been implicated in neurodegenerative diseases, including motor neuron disorders. Motor neuron targeted upregulation of autophagy may serve as a promising therapeutic approach. Lanthionine ketenamine (LK), an amino acid metabolite found in mammalian brain tissue, activates autophagy in neuronal cell lines. We hypothesized that analogs of LK can be targeted to motor neurons using nanoparticles to improve autophagy flux. Using a mouse motor neuron-like hybrid cell line (NSC-34), we tested the effect of three different LK analogs on autophagy modulation, either alone or loaded in nanoparticles. For fluorescence visualization of autophagy flux, we used a mCherry-GFP-LC3 plasmid reporter. We also evaluated protein expression changes in LC3-II/LC3-I ratio obtained by western blot, as well as presence of autophagic vacuoles per cell obtained by electron microscopy. Delivering LK analogs with targeted nanoparticles significantly enhanced autophagy flux in differentiated motor neuron-like cells compared to LK analogs alone, suggesting the need of a delivery vehicle to enhance their efficacy. In conclusion, LK analogs loaded in nanoparticles targeting motor neurons constitute a promising treatment option to induce autophagy flux, which may serve to mitigate motor neuron degeneration/loss and preserve motor function in motor neuron disease.
- Published
- 2023
- Full Text
- View/download PDF
8. Acoustic-level and language-specific processing of native and non-native phonological sequence onsets in the low gamma and theta-frequency bands
- Author
-
Monica Wagner, Silvia Ortiz-Mantilla, Mateusz Rusiniak, April A. Benasich, Valerie L. Shafer, and Mitchell Steinschneider
- Subjects
Medicine ,Science - Abstract
Abstract Acoustic structures associated with native-language phonological sequences are enhanced within auditory pathways for perception, although the underlying mechanisms are not well understood. To elucidate processes that facilitate perception, time–frequency (T–F) analyses of EEGs obtained from native speakers of English and Polish were conducted. Participants listened to same and different nonword pairs within counterbalanced attend and passive conditions. Nonwords contained the onsets /pt/, /pət/, /st/, and /sət/ that occur in both the Polish and English languages with the exception of /pt/, which never occurs in the English language in word onset. Measures of spectral power and inter-trial phase locking (ITPL) in the low gamma (LG) and theta-frequency bands were analyzed from two bilateral, auditory source-level channels, created through source localization modeling. Results revealed significantly larger spectral power in LG for the English listeners to the unfamiliar /pt/ onsets from the right hemisphere at early cortical stages, during the passive condition. Further, ITPL values revealed distinctive responses in high and low-theta to acoustic characteristics of the onsets, which were modulated by language exposure. These findings, language-specific processing in LG and acoustic-level and language-specific processing in theta, support the view that multi scale temporal processing in the LG and theta-frequency bands facilitates speech perception.
- Published
- 2022
- Full Text
- View/download PDF
9. Acoustic-level and language-specific processing of native and non-native phonological sequence onsets in the low gamma and theta-frequency bands
- Author
-
Wagner, Monica, Ortiz-Mantilla, Silvia, Rusiniak, Mateusz, Benasich, April A., Shafer, Valerie L., and Steinschneider, Mitchell
- Published
- 2022
- Full Text
- View/download PDF
10. Expression network analysis of bovine skin infested with Rhipicephalus australis identifies pro-inflammatory genes contributing to tick susceptibility
- Author
-
Mantilla Valdivieso, Emily F., primary, Ross, Elizabeth M., additional, Raza, Ali, additional, Nguyen, Loan, additional, Hayes, Ben J., additional, Jonsson, Nicholas N., additional, James, Peter, additional, and Tabor, Ala E., additional
- Published
- 2024
- Full Text
- View/download PDF
11. Effect of plateletpheresis on hematocrit, hemoglobin and erythrocyte count: Meta-analysis 1980–2018
- Author
-
Gil-Betacur, Alejandro, Mantilla-Gutiérrez, Carmen Yulieth, and Cardona-Arias, Jaiberth Antonio
- Published
- 2019
- Full Text
- View/download PDF
12. Minimally-verbal children with autism show deficits in theta and gamma oscillations during processing of semantically-related visual information
- Author
-
Ortiz-Mantilla, Silvia, Cantiani, Chiara, Shafer, Valerie L., and Benasich, April A.
- Published
- 2019
- Full Text
- View/download PDF
13. Prospective multicenter study of heart rate variability with ANI monitor as predictor of mortality in critically ill patients with COVID-19.
- Author
-
Aragón-Benedí, Cristian, Caballero-Lozada, Andres Fabricio, Perez-Calatayud, Angel Augusto, Marulanda-Yanten, Angela Maria, Oliver-Fornies, Pablo, Boselli, Emmanuel, De Jonckheere, Julien, Bergese, Sergio D., ANI-COVID-19 Research Group, Martinez-Ubieto, Javier, Pascual-Bellosta, Ana, Ortega-Lucea, Sonia, Fernandez, Juan Pablo Quintero, Camacho, Miguel Ángel Martínez, Gaviria-Villarreal, Leidy, Mantilla, Jorge Mejia, Lopez-Arribas, Irene, Centeno-Perez, Alejandro, Merino-Ruiz, Margarita, and Fernandez-Garcia, Raquel
- Subjects
COVID-19 ,CRITICALLY ill ,HEART beat ,AUTONOMIC nervous system ,HEART rate monitors ,HEART rate monitoring - Abstract
The purpose of this study is to demonstrate that the most critically ill patients with COVID-19 have greater autonomic nervous system dysregulation and assessing the heart rate variability, allows us to predict severity and 30-day mortality. This was a multicentre, prospective, cohort study. Patients were divided into two groups depending on the 30-day mortality. The heart rate variability and more specifically the relative parasympathetic activity (ANIm), and the SDNN (Energy), were measured. To predict severity and mortality multivariate analyses of ANIm, Energy, SOFA score, and RASS scales were conducted. 112 patients were collected, the survival group (n = 55) and the deceased group (n = 57). The ANIm value was higher (p = 0.013) and the Energy was lower in the deceased group (p = 0.001); Higher Energy was correlated with higher survival days (p = 0.009), and a limit value of 0.31 s predicted mortalities with a sensitivity of 71.9% and a specificity of 74.5%. Autonomic nervous system and heart rate variability monitoring in critically ill patients with COVID-19 allows for predicting survival days and 30-day mortality through the Energy value. Those patients with greater severity and mortality showed higher sympathetic depletion with a predominance of relative parasympathetic activity. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
14. Acoustic-level and language-specific processing of native and non-native phonological sequence onsets in the low gamma and theta-frequency bands
- Author
-
Monica Wagner, Silvia Ortiz-Mantilla, Mateusz Rusiniak, April A. Benasich, Valerie L. Shafer, and Mitchell Steinschneider
- Subjects
Multidisciplinary ,Science ,Human behaviour ,Cortex ,Medicine ,behavioral disciplines and activities ,psychological phenomena and processes ,Article - Abstract
Acoustic structures associated with native-language phonological sequences are enhanced within auditory pathways for perception, although the underlying mechanisms are not well understood. To elucidate processes that facilitate perception, time–frequency (T–F) analyses of EEGs obtained from native speakers of English and Polish were conducted. Participants listened to same and different nonword pairs within counterbalanced attend and passive conditions. Nonwords contained the onsets /pt/, /pət/, /st/, and /sət/ that occur in both the Polish and English languages with the exception of /pt/, which never occurs in the English language in word onset. Measures of spectral power and inter-trial phase locking (ITPL) in the low gamma (LG) and theta-frequency bands were analyzed from two bilateral, auditory source-level channels, created through source localization modeling. Results revealed significantly larger spectral power in LG for the English listeners to the unfamiliar /pt/ onsets from the right hemisphere at early cortical stages, during the passive condition. Further, ITPL values revealed distinctive responses in high and low-theta to acoustic characteristics of the onsets, which were modulated by language exposure. These findings, language-specific processing in LG and acoustic-level and language-specific processing in theta, support the view that multi scale temporal processing in the LG and theta-frequency bands facilitates speech perception.
- Published
- 2021
15. Effect of plateletpheresis on hematocrit, hemoglobin and erythrocyte count: Meta-analysis 1980–2018
- Author
-
Jaiberth Antonio Cardona-Arias, Carmen Yulieth Mantilla-Gutiérrez, and Alejandro Gil-Betacur
- Subjects
Blood Platelets ,Funnel plot ,medicine.medical_specialty ,Erythrocytes ,lcsh:Medicine ,Plateletpheresis ,Blood Donors ,030204 cardiovascular system & hematology ,Hematocrit ,Gastroenterology ,Article ,Hemoglobins ,03 medical and health sciences ,0302 clinical medicine ,Internal medicine ,Humans ,Medicine ,lcsh:Science ,Multidisciplinary ,medicine.diagnostic_test ,Platelet Count ,business.industry ,Physics ,lcsh:R ,Publication bias ,Random effects model ,Apheresis ,030220 oncology & carcinogenesis ,Meta-analysis ,Erythrocyte Count ,lcsh:Q ,Hemoglobin ,business ,Biomarkers - Abstract
The effects of platelet donation by apheresis on different parameters of the erythrogram are still unclear. The objective was to meta-analyze the effect of plateletpheresis on hematocrit, hemoglobin, and erythrocyte count, with a systematic review with random effects meta-analysis of the mean difference. The PRISMA guidelines were considered, as well as 133 search strategies on four different databases. Reproducibility was guaranteed and methodological quality was evaluated. Heterogeneity was evaluated with Galbraith and DerSimonian-Laird’s, publication bias with a funnel plot and a Begg’s test, sensitivity analysis and a cumulative meta-analysis were also conducted. Eighteen (18) articles were included, 17 evaluated the effects on hematocrit in 2,564 donors; 13 on hemoglobin in 1,640 donors; and 4 on red blood cell count in 243 donors. A decrease of 2.26% (CI95% = 2.11–2.41) was observed in hematocrit, of 0.80 g/dL (CI95% = 0.75–0.86) in hemoglobin and −0.21 × 1012/L (CI95% = −0.13; −0.29) in red blood cell count. Plateletpheresis has a negative effect on the erythrogram parameters, explained by blood loss in the kits used for the procedure and cell lysis. Such evidence is relevant to secure the efficiency and safety of the procedure, improve selection processes or determine the number of donations that can be performed without affecting donors’ health.
- Published
- 2019
- Full Text
- View/download PDF
16. Minimally-verbal children with autism show deficits in theta and gamma oscillations during processing of semantically-related visual information
- Author
-
April A. Benasich, Valerie L. Shafer, Silvia Ortiz-Mantilla, and Chiara Cantiani
- Subjects
Male ,0301 basic medicine ,medicine.medical_specialty ,Memory, Long-Term ,genetic structures ,Autism Spectrum Disorder ,First language ,Object (grammar) ,lcsh:Medicine ,Electroencephalography ,Audiology ,Lexicon ,Article ,Visual processing ,03 medical and health sciences ,0302 clinical medicine ,Visual Objects ,medicine ,Humans ,Autistic Disorder ,lcsh:Science ,Child ,Evoked Potentials ,Language ,computer.programming_language ,Multidisciplinary ,medicine.diagnostic_test ,lcsh:R ,Linguistics ,medicine.disease ,030104 developmental biology ,Autism spectrum disorder ,Child, Preschool ,Autism ,lcsh:Q ,Female ,Psychology ,computer ,030217 neurology & neurosurgery - Abstract
To acquire language, children must build phonemic representations of their native language, learn to associate auditory words to visual objects and assemble a lexicon. It is not clear however, whether the limited linguistic ability seen in minimally-verbal (MV) children with Autism Spectrum Disorder (ASD) relates to deficits in cortical representation of an object and/or in linking an object to its semantic information. This EEG-based study investigated neural mechanisms underlying visual processing of common objects in MV-ASD and control children. Ten MV-ASD children, 4- to 7- years-old and 15 age/gender-matched controls, were presented with a picture-word matching paradigm. Time-frequency analyses were conducted at the sources generating the event-related responses at both early and late visual processing. Permutation testing identified spectral power and phase coherence clusters that significantly differed between the groups. As compared to controls, MV-ASD children exhibited smaller amplitudes and longer source latencies; decreased gamma and theta power with less theta phase coherence in occipital regions, and reduced frontal gamma power. Our results confirm that visual processing is altered in MV-ASD children and suggest that some of the linguistic differences observed in these children arise from impaired object/label cortical representations and reduced allocation of attention, which would impact lexical acquisition.
- Published
- 2019
- Full Text
- View/download PDF
17. Dietary supplementation with hybrid palm oil alters liver function in the common Marmoset
- Author
-
Spreafico, Flavia, primary, Sales, Rafael Carvalho, additional, Gil-Zamorano, Judit, additional, Medeiros, Priscylla da Costa, additional, Latasa, Maria-Jesús, additional, Lima, Monique Ribeiro, additional, de Souza, Sergio Augusto Lopes, additional, Martin-Hernández, Roberto, additional, Gómez-Coronado, Diego, additional, Iglesias-Gutierrez, Eduardo, additional, Mantilla-Escalante, Diana C., additional, das Graças Tavares do Carmo, Maria, additional, and Dávalos, Alberto, additional
- Published
- 2018
- Full Text
- View/download PDF
18. Structural and magnetic properties of core-shell Au/Fe3O4 nanoparticles
- Author
-
León Félix, L., primary, Coaquira, J. A. H., additional, Martínez, M. A. R., additional, Goya, G. F., additional, Mantilla, J., additional, Sousa, M. H., additional, Valladares, L. de los Santos, additional, Barnes, C. H. W., additional, and Morais, P. C., additional
- Published
- 2017
- Full Text
- View/download PDF
19. Stomach microbiota composition varies between patients with non-atrophic gastritis and patients with intestinal type of gastric cancer
- Author
-
Francisco Aviles-Jimenez, Javier Torres, Flor Elizabeth Vázquez-Jiménez, Alejandra Mantilla, and Rafael Medrano-Guzmán
- Subjects
Male ,medicine.medical_specialty ,Microarray ,Intestinal Neoplasm ,Biology ,urologic and male genital diseases ,Gastroenterology ,Article ,Stomach Neoplasms ,Internal medicine ,Intestinal Neoplasms ,medicine ,Gastric mucosa ,Humans ,Intestinal type ,Multidisciplinary ,Bacteria ,urogenital system ,Microbiota ,Stomach ,Cancer ,Intestinal metaplasia ,Bacterial Infections ,medicine.disease ,medicine.anatomical_structure ,Gastritis ,Female ,medicine.symptom - Abstract
We aimed to characterize microbiota of the gastric mucosa as it progress to intestinal type of cancer. Study included five patients each of non-atrophic gastritis (NAG), intestinal metaplasia (IM) and intestinal-type gastric cancer (GC). Gastric tissue was obtained and DNA extracted for microbiota analyses using the microarray G3 PhyloChip. Bacterial diversity ranged from 8 to 57, and steadily decreased from NAG to IM to GC (p = 0.004). A significant microbiota difference was observed between NAG and GC based on Unifrac-presence/absence and weighted-Unifrac-abundance metrics of 283 taxa (p < 0.05). HC-AN analyses based on presence/absence of 238 taxa revealed that GC and NAG grouped apart, whereas IM overlapped with both. An ordinated analyses based on weighted-Unifrac distance given abundance of 44 taxa showing significance across categories revealed significant microbiota separation between NAG and GC. This study is the first to show a gradual shift in gastric microbiota profile from NAG to IM to GC.
- Published
- 2014
- Full Text
- View/download PDF
20. No association between Epstein-Barr Virus and Mouse Mammary Tumor Virus with Breast Cancer in Mexican Women
- Author
-
Alejandra Mantilla, Yelda A. Leal, Paulina Hernández-Sancén, Javier Torres, Juan L. E. Martínez-López, Ezequiel M. Fuentes-Pananá, Tzindilú Molina-Muñoz, and Abigail Morales-Sánchez
- Subjects
Adult ,Epstein-Barr Virus Infections ,Herpesvirus 4, Human ,viruses ,Breast Neoplasms ,Malignancy ,medicine.disease_cause ,Article ,Virus ,Mice ,Breast cancer ,Mammary tumor virus ,medicine ,Animals ,Humans ,Mass Screening ,Mexico ,Mass screening ,Aged ,Aged, 80 and over ,Multidisciplinary ,biology ,business.industry ,Mouse mammary tumor virus ,Middle Aged ,medicine.disease ,biology.organism_classification ,Epstein–Barr virus ,Virology ,Tumor Virus Infections ,Mammary Tumor Virus, Mouse ,Population Surveillance ,Female ,business ,Nested polymerase chain reaction ,Retroviridae Infections - Abstract
Breast cancer is the most frequent malignancy affecting women worldwide. It has been suggested that infection by Epstein Barr Virus (EBV), Mouse Mammary Tumor Virus or a similar virus, MMTV-like virus (MMTV-LV), play a role in the etiology of the disease. However, studies looking at the presence of these viruses in breast cancer have produced conflicting results, and this possible association remains controversial. Here, we used polymerase chain reaction assay to screen specific sequences of EBV and MMTV-LV in 86 tumor and 65 adjacent tissues from Mexican women with breast cancer. Neither tumor samples nor adjacent tissue were positive for either virus in a first round PCR and only 4 tumor samples were EBV positive by a more sensitive nested PCR. Considering the study's statistical power, these results do not support the involvement of EBV and MMTV-LV in the etiology of breast cancer.
- Published
- 2013
- Full Text
- View/download PDF
21. Stomach microbiota composition varies between patients with non-atrophic gastritis and patients with intestinal type of gastric cancer.
- Author
-
Aviles-Jimenez, Francisco, Vazquez-Jimenez, Flor, Medrano-Guzman, Rafael, Mantilla, Alejandra, and Torres, Javier
- Subjects
STOMACH cancer ,CANCER education ,GASTRIC mucosa ,GASTRIC diseases ,METAPLASIA - Abstract
We aimed to characterize microbiota of the gastric mucosa as it progress to intestinal type of cancer. Study included five patients each of non-atrophic gastritis (NAG), intestinal metaplasia (IM) and intestinal-type gastric cancer (GC). Gastric tissue was obtained and DNA extracted for microbiota analyses using the microarray G3 PhyloChip. Bacterial diversity ranged from 8 to 57, and steadily decreased from NAG to IM to GC (p=0.004). A significant microbiota difference was observed between NAG and GC based on Unifrac-presence/absence and weighted-Unifrac-abundance metrics of 283 taxa (p<0.05). HC-AN analyses based on presence/absence of 238 taxa revealed that GC and NAG grouped apart, whereas IM overlapped with both. An ordinated analyses based on weighted-Unifrac distance given abundance of 44 taxa showing significance across categories revealed significant microbiota separation between NAG and GC. This study is the first to show a gradual shift in gastric microbiota profile from NAG to IM to GC. [ABSTRACT FROM AUTHOR]
- Published
- 2014
- Full Text
- View/download PDF
22. No association between Epstein-Barr Virus and Mouse Mammary Tumor Virus with Breast Cancer in Mexican Women
- Author
-
Morales-Sánchez, Abigail, primary, Molina-Muñoz, Tzindilú, additional, Martínez-López, Juan L. E., additional, Hernández-Sancén, Paulina, additional, Mantilla, Alejandra, additional, Leal, Yelda A., additional, Torres, Javier, additional, and Fuentes-Pananá, Ezequiel M., additional
- Published
- 2013
- Full Text
- View/download PDF
23. Central obesity and associated factors among public service employees in Adama Town in Ethiopia.
- Author
-
Deybasso, Haji Aman, Geda, Yoseph Degaga, and Gebaba, Ebrahim Mohammed
- Subjects
CLERKS ,PHYSICAL activity ,RESTAURANTS ,CIVIL service ,ALCOHOL drinking - Abstract
The prevalence of obesity is rapidly increasing, contributing to 678 million obese adults and rapidly increasing in lower-income countries. This study assessed the magnitude of central obesity and associated factors among public service office employees in Adama Town in the Oromia Regional State in Ethiopia. An institutional-based cross-sectional study was conducted from January 1 to February 26, 2020, among 590 public service employees. The data were collected by using interviewer-administered questionnaires and anthropometric measurements. The data were coded, entered, cleaned, and entered into Epi Info version 7, and subsequently exported to SPSS version 26 for statistical analysis. Binary logistic regression was used to check the associations between the explanatory and outcome variables. The adjusted odds ratio at a 95% confidence interval was used to estimate the strength of associations. A P value < 0.05 indicated statistical significance. The overall prevalence of central obesity among public service office employees was 24.2% (95% CI 20.9, 27.8). In a stratified analysis, the prevalence of central obesity was 29.9% in male and 14.9% in female employees. The multivariate analysis showed that using motorized transportation (AOR = 2.20, 95% CI 1.110, 4.385), eating food out of the home (AOR = 1.76, 95% CI 1.107, 2.800), drinking alcohol (AOR = 1.85, 95% CI 1.104, 3.128), being aged 33–42 years (AOR = 3.83, 95% CI 1.964, 7.472), 43–52 years (AOR = 4.34, 95% CI 2.151, 8.765) and 53 years and above (AOR = 10.33, 95% CI 3.783, 28.242), not engaging in moderate physical activity (AOR = 2.32, 95% CI 1.484, 3.631) and having a chronic illness (AOR = 1.97, 95% CI 1.177, 3.316) were statistically associated with central obesity among public service office employees in the study area. Nearly 25% of public service employees in the town had central obesity, which is a risk factor for metabolic syndromes. Mode of transportation, eating food out of home, drinking alcohol, age, level of physical activity, and presence of chronic illnesses were found to be independent predictors of central obesity. The public administration in the town should design a feasible preventive strategy to reduce the burden of obesity among public service employees in the study setting. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
24. Association between the lactate-albumin ratio and microcirculation changes in Pediatric Septic patients.
- Author
-
Pérez, Maria Camila, Fernández-Sarmiento, Jaime, Bustos, Juan David, Ferro-Jackaman, Sarah, Ramírez-Caicedo, Paula, Nieto, Andrés, Lucena, Natalia, Barrera, Sofia, Fernández-Rengifo, José Manuel, Cárdenas, Carolina, Garavito, Maria Camila, Fernández-Sarta, Juan Pablo, Rotta, Isabella La, Coutin, Alejandro, Patiño, Juanita, Acevedo, Lorena, Suárez, Juan David, and Duque-Arango, Catalina
- Subjects
SEPTIC shock ,PEDIATRIC intensive care ,MICROCIRCULATION disorders ,VIDEO microscopy ,INTENSIVE care units ,GLYCOCALYX - Abstract
A lactate/albumin ratio (LAR) greater than 0.5 measured early in the course of pediatric critical illness is associated with greater mortality. Whether the elevated LAR can be explained by microcirculation disorders in children with sepsis is not known. In this longitudinal retrospective study (January 2021-January 2024), serum albumin and lactate were measured on admission to the pediatric intensive care unit (PICU), with sublingual video microscopy performed simultaneously to measure microcirculation. A total of 178 children were included, 37% of whom had septic shock measured with the Phoenix Sepsis Score. Patients with remote sepsis had greater odds of an elevated LAR (aOR 6.87: 95% CI 1.98–23.73; p < 0.01). Children with an elevated LAR had more microvascular blood flow abnormalities (aOR 1.31 95% CI 1.08–1.58; p < 0.01), lower 4-6-micron capillary density (aOR 1.03 95% CI 1.01–1.05; p < 0.01) and greater odds of dying (aOR 3.55 95% CI 1.21–10.38; p = 0.02) compared to those with a low LAR. We found no association between LAR and endothelial glycocalyx degradation. A normal LAR is associated with less risk of microcirculatory injury (aOR 0.77 95% CI 0.65–0.93; p < 0.01). In children with sepsis, an elevated LAR is associated with microcirculation abnormalities (microvascular density and flow). The lactate/albumin ratio is a potentially useful biomarker for microcirculatory injury in sepsis. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
25. Comparison of colostrum and milk extracellular vesicles small RNA cargo in water buffalo.
- Author
-
Mecocci, Samanta, Pietrucci, Daniele, Milanesi, Marco, Capomaccio, Stefano, Pascucci, Luisa, Evangelista, Chiara, Basiricò, Loredana, Bernabucci, Umberto, Chillemi, Giovanni, and Cappelli, Katia
- Subjects
NUCLEOTIDE sequencing ,NEOVASCULARIZATION ,GENE expression ,NON-coding RNA ,WATER buffalo ,CALVES - Abstract
Recently, much interest has been raised for the characterization of signaling molecules carried by extracellular vesicles (EVs), which are particularly enriched in milk (mEVs). Such interest is linked to the capability of EVs to cross biological barriers, resist acidification in the gastric environment, and exert modulation of the immune system, mainly through their microRNA (miRNA) content. We characterized the small-RNA cargo of colostrum EVs (colosEVs) and mEVs from Italian Mediterranean buffalo through next generation sequencing. Colostrum (first milking after birth) and milk (day 50 of lactation) were sampled from seven subjects from five farms. ColosEVs and mEVs were subjected to morphological characterization, followed by high-depth sequencing of small RNA libraries produced from total RNA. The main difference was the amount of EV in the two samples, with colostrum showing 10 to 100-fold higher content than milk. For both matrices, miRNA was the most abundant RNA species (95% for colosEVs and 96% for mEVs) and three lists were identified: colosEV-specific, mEV-specific and shared most expressed. Gene ontology (GO) enrichment analysis on miRNA targets highlighted many terms related to the epigenetic, transcriptional and translational regulations across the three lists, with a higher number of enriched terms for colosEV-specific miRNAs. Terms specific to colosEVs were related to "cell differentiation" and "microvillus assembly", while for mEV "cardiac and blood vessel development" and "mitochondria" emergerd. Immune modulation terms were found for both sample-specific miRNAs. Overall, both matrices carry a similar molecular message in terms of biological processes potentially modulated into receiving cells, but there is significant difference in the abundance, with colostrum containing much more EVs than milk. Moreover, colosEVs carry molecules involved in signal transduction, cell cycle and immune response, as for mEVs and EVs of other previously characterized species, but with a special enrichment for miRNAs with epigenetic regulation capacities. These beneficial characteristics of colosEVs and mEVs are essential for the calf and could also be exploited for the therapeutic purposes in humans, although further studies are necessary to measure the sanitization treatment impact on EV conservation, especially in buffalo where milk is consumed almost exclusively after processing. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
26. UAV telephotography elucidates floristic variability and beta diversity of island cliffs under grazing interventions.
- Author
-
Kim, Seongjun, Lee, Chang Woo, Park, Hwan-Joon, Hwang, Jung Eun, Park, Hyeong Bin, Yoon, Young-Jun, and Kim, Yeong-Joong
- Subjects
CLIFFS ,GRAZING ,FERNS ,DRONE aircraft ,PLANT communities ,PLANT species ,HERBS - Abstract
Cliffs contain one of the least known plant communities, which has been overlooked in biodiversity assessments due to the inherent inaccessibility. Our study adopted the unmanned aerial vehicle (UAV) with the telephoto camera to remotely clarify floristic variability across unreachable cliffs. Studied cliffs comprised 17 coastal and 13 inland cliffs in Gageodo of South Korea, among which 9 and 5 cliffs were grazed by the introduced cliff-dwelling goats. The UAV telephotography showed 154 and 166 plant species from coastal and inland cliffs, respectively. Inland cliffs contained more vascular plant species (P < 0.001), increased proportions of fern and woody species (P < 0.05), and decreased proportion of herbaceous species (P < 0.001) than coastal cliffs. It was also found that coastal and inland cliffs differed in the species composition (P < 0.001) rather than taxonomic beta diversity (P = 0.29). Furthermore, grazed coastal cliffs featured the elevated proportions of alien and annual herb species than ungrazed coastal cliffs (P < 0.05). This suggests that coastal cliffs might not be totally immune to grazing if the introduced herbivores are able to access cliff microhabitats; therefore, such anthropogenic introduction of cliff-dwelling herbivores should be excluded to conserve the native cliff plant communities. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
27. High prevalence of m.1555A > G in patients with hearing loss in the Baikal Lake region of Russia as a result of founder effect.
- Author
-
Borisova, Tuyara V., Cherdonova, Aleksandra M., Pshennikova, Vera G., Teryutin, Fedor M., Morozov, Igor V., Bondar, Alexander A., Baturina, Olga A., Kabilov, Marsel R., Romanov, Georgii P., Solovyev, Aisen V., Fedorova, Sardana A., and Barashkov, Nikolay A.
- Subjects
HEARING disorders ,LAKES ,RESEARCH protocols ,GENETIC variation ,MITOCHONDRIAL DNA - Abstract
Mitochondrial forms account approximately 1–2% of all nonsyndromic cases of hearing loss (HL). One of the most common causative variants of mtDNA is the m.1555A > G variant of the MT-RNR1 gene (OMIM 561000). Currently the detection of the m.1555A > G variant of the MT-RNR1 gene is not included in all research protocols. In this study this variant was screened among 165 patients with HL from the Republic of Buryatia, located in the Baikal Lake region of Russia. In our study, the total contribution of the m.1555A > G variant to the etiology of HL was 12.7% (21/165), while the update global prevalence of this variant is 1.8% (863/47,328). The m.1555A > G variant was notably more prevalent in Buryat (20.2%) than in Russian patients (1.3%). Mitogenome analysis in 14 unrelated Buryat families carrying the m.1555A > G variant revealed a predominant lineage: in 13 families, a cluster affiliated with sub-haplogroup A5b (92.9%) was identified, while one family had the D5a2a1 lineage (7.1%). In a Russian family with the m.1555A > G variant the lineage affiliated with sub-haplogroup F1a1d was found. Considering that more than 90% of Buryat families with the m.1555A > G variant belong to the single maternal lineage cluster we conclude that high prevalence of this variant in patients with HL in the Baikal Lake region can be attributed to a founder effect. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
28. Structural and magnetic properties of core-shell Au/Fe3O4 nanoparticles.
- Author
-
León Félix, L., Coaquira, J. A. H., Martínez, M. A. R., Goya, G. F., Mantilla, J., Sousa, M. H., Valladares, L. de los Santos, Barnes, C. H. W., and Morais, P. C.
- Abstract
We present a systematic study of core-shell Au/Fe
3 O4 nanoparticles produced by thermal decomposition under mild conditions. The morphology and crystal structure of the nanoparticles revealed the presence of Au core of d = (6.9 ± 1.0) nm surrounded by Fe3 O4 shell with a thickness of ~3.5 nm, epitaxially grown onto the Au core surface. The Au/Fe3 O4 core-shell structure was demonstrated by high angle annular dark field scanning transmission electron microscopy analysis. The magnetite shell grown on top of the Au nanoparticle displayed a thermal blocking state at temperatures below TB = 59 K and a relaxed state well above TB . Remarkably, an exchange bias effect was observed when cooling down the samples below room temperature under an external magnetic field. Moreover, the exchange bias field (HEX ) started to appear at T~40 K and its value increased by decreasing the temperature. This effect has been assigned to the interaction of spins located in the magnetically disordered regions (in the inner and outer surface of the Fe3 O4 shell) and spins located in the ordered region of the Fe3 O4 shell. [ABSTRACT FROM AUTHOR]- Published
- 2017
- Full Text
- View/download PDF
29. Immune profiling of dedifferentiated liposarcoma and identification of novel antigens for targeted immunotherapy.
- Author
-
Jirovec, Anna, Flaman, Ashley, Godbout, Elena, Serrano, Daniel, Werier, Joel, Purgina, Bibianna, and Diallo, Jean-Simon
- Subjects
LIPOSARCOMA ,IMMUNOTHERAPY ,TUMOR antigens ,ANTIGENS ,CANCER treatment - Abstract
Dedifferentiated liposarcoma (DDLS) is an aggressive, recurring sarcoma with limited treatments. T-cell immunotherapies selectively target malignant cells, holding promise against DDLS. The development of successful immunotherapy for DDLS requires a thorough evaluation of the tumor immune microenvironment and the identification and characterization of targetable immunogenic tumor antigens. To assess the complexity of the human DDLS tumor immune microenvironment and to identify target antigens, we used the nCounter NanoString platform, analyzing gene expression profiles across 29 DDLS and 10 healthy adipose tissue samples. Hierarchical clustering of tumors based on expression of tumor inflammation signature genes revealed two distinct groups, consisting of 15 inflamed tumors and 14 non-inflamed tumors, demonstrating tumor heterogeneity within this sarcoma subtype. Among the identified antigens, PBK and TTK exhibited substantial upregulation in mRNA expression compared to healthy adipose tissue controls, further corroborated by positive protein expression by IHC. This data shows considerable inter-tumoral heterogeneity of inflammation, which should be taken into consideration when designing an immunotherapy for DDLS, and provides a novel targetable antigen in DDLS. The results of this study lay the groundwork for the development of a novel immunotherapy for this highly aggressive sarcoma. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
30. Largest known madtsoiid snake from warm Eocene period of India suggests intercontinental Gondwana dispersal.
- Author
-
Datta, Debajit and Bajpai, Sunil
- Subjects
EOCENE Epoch ,SPINE ,SNAKES - Abstract
Here we report the discovery of fossils representing partial vertebral column of a giant madtsoiid snake from an early Middle Eocene (Lutetian, ~ 47 Ma) lignite-bearing succession in Kutch, western India. The estimated body length of ~ 11–15 m makes this new taxon (Vasuki indicus gen et sp. nov.) the largest known madtsoiid snake, which thrived during a warm geological interval with average temperatures estimated at ~ 28 °C. Phylogenetically, Vasuki forms a distinct clade with the Indian Late Cretaceous taxon Madtsoia pisdurensis and the North African Late Eocene Gigantophis garstini. Biogeographic considerations, seen in conjunction with its inter-relationship with other Indian and North African madtsoiids, suggest that Vasuki represents a relic lineage that originated in India. Subsequent India-Asia collision at ~ 50 Ma led to intercontinental dispersal of this lineage from the subcontinent into North Africa through southern Eurasia. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
31. Whole genome sequencing identifies associations for nonsyndromic sagittal craniosynostosis with the intergenic region of BMP2 and noncoding RNA gene LINC01428.
- Author
-
Musolf, Anthony M., Justice, Cristina M., Erdogan-Yildirim, Zeynep, Goovaerts, Seppe, Cuellar, Araceli, Shaffer, John R., Marazita, Mary L., Claes, Peter, Weinberg, Seth M., Li, Jae, Senders, Craig, Zwienenberg, Marike, Simeonov, Emil, Kaneva, Radka, Roscioli, Tony, Di Pietro, Lorena, Barba, Marta, Lattanzi, Wanda, Cunningham, Michael L., and Romitti, Paul A.
- Subjects
WHOLE genome sequencing ,NON-coding RNA ,SINGLE nucleotide polymorphisms ,GENETIC variation ,GENOME-wide association studies ,NUCLEOTIDE sequencing ,GENOMES - Abstract
Craniosynostosis (CS) is a major birth defect resulting from premature fusion of cranial sutures. Nonsyndromic CS occurs more frequently than syndromic CS, with sagittal nonsyndromic craniosynostosis (sNCS) presenting as the most common CS phenotype. Previous genome-wide association and targeted sequencing analyses of sNCS have identified multiple associated loci, with the strongest association on chromosome 20. Herein, we report the first whole-genome sequencing study of sNCS using 63 proband-parent trios. Sequencing data for these trios were analyzed using the transmission disequilibrium test (TDT) and rare variant TDT (rvTDT) to identify high-risk rare gene variants. Sequencing data were also examined for copy number variants (CNVs) and de novo variants. TDT analysis identified a highly significant locus at 20p12.3, localized to the intergenic region between BMP2 and the noncoding RNA gene LINC01428. Three variants (rs6054763, rs6054764, rs932517) were identified as potential causal variants due to their probability of being transcription factor binding sites, deleterious combined annotation dependent depletion scores, and high minor allele enrichment in probands. Morphometric analysis of cranial vault shape in an unaffected cohort validated the effect of these three single nucleotide variants (SNVs) on dolichocephaly. No genome-wide significant rare variants, de novo loci, or CNVs were identified. Future efforts to identify risk variants for sNCS should include sequencing of larger and more diverse population samples and increased omics analyses, such as RNA-seq and ATAC-seq. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
32. Correlation enhanced distribution adaptation for prediction of fall risk.
- Author
-
Guo, Ziqi, Wu, Teresa, Lockhart, Thurmon E., Soangra, Rahul, and Yoon, Hyunsoo
- Abstract
With technological advancements in diagnostic imaging, smart sensing, and wearables, a multitude of heterogeneous sources or modalities are available to proactively monitor the health of the elderly. Due to the increasing risks of falls among older adults, an early diagnosis tool is crucial to prevent future falls. However, during the early stage of diagnosis, there is often limited or no labeled data (expert-confirmed diagnostic information) available in the target domain (new cohort) to determine the proper treatment for older adults. Instead, there are multiple related but non-identical domain data with labels from the existing cohort or different institutions. Integrating different data sources with labeled and unlabeled samples to predict a patient's condition poses a significant challenge. Traditional machine learning models assume that data for new patients follow a similar distribution. If the data does not satisfy this assumption, the trained models do not achieve the expected accuracy, leading to potential misdiagnosing risks. To address this issue, we utilize domain adaptation (DA) techniques, which employ labeled data from one or more related source domains. These DA techniques promise to tackle discrepancies in multiple data sources and achieve a robust diagnosis for new patients. In our research, we have developed an unsupervised DA model to align two domains by creating a domain-invariant feature representation. Subsequently, we have built a robust fall-risk prediction model based on these new feature representations. The results from simulation studies and real-world applications demonstrate that our proposed approach outperforms existing models. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
33. Emergence of multidrug resistant, ctx negative seventh pandemic Vibrio cholerae O1 El Tor sequence type (ST) 69 in coastal water of Kerala, India.
- Author
-
Ayyappan, Minimol V., Kishore, Pankaj, Panda, Satyen Kumar, Kumar, Anuj, Uchoi, Devananda, Nadella, Ranjit Kumar, Priyadarshi, Himanshu, Obaiah, Mohan Chitradurga, George, Dybin, Hamza, Muneeb, Ramannathan, Sreelekshmi K., and Ravishankar, C. N.
- Subjects
TERRITORIAL waters ,VIBRIO cholerae ,CHOLERA ,PANDEMICS ,CHOLERA toxin ,DRUG resistance in microorganisms - Abstract
Seventh pandemic Vibrio choleare O1 El Tor strain is responsible for the on-going pandemic outbreak of cholera globally. This strain evolved from non-pathogenic V. cholerae by acquiring seventh pandemic gene (VC 2346), pandemic Islands (VSP1 and VSP2), pathogenicity islands (VP1 and VP2) and CTX prophage region. The cholera toxin production is mainly attributed to the presence of ctx gene in these strains. However, several variants of this strain emerged as hybrid strains or atypical strains. The present study aimed to assess the aquatic environment of Cochin, India, over a period of 5 years for the emergence of multidrug resistant V. cholerae and its similarity with seventh pandemic strain. The continuous surveillance and monitoring resulted in the isolation of ctx negative, O1 positive V. cholerae isolate (VC6) from coastal water, Cochin, Kerala. The isolate possessed the biotype specific O1 El Tor tcpA gene and lacked other biotype specific ctx, zot, ace and rst genes. Whole genome analysis revealed the isolate belongs to pandemic sequence type (ST) 69 with the possession of pandemic VC2346 gene, pathogenic island VPI1, VPI2, and pandemic island VSP1 and VSP2. The isolate possessed several insertion sequences and the SXT/R391 family related Integrative Conjugative Elements (ICEs). In addition to this, the isolate genome carried virulence genes such as VgrG, mshA, ompT, toxR, ompU, rtxA, als, VasX, makA, and hlyA and antimicrobial resistance genes such as gyrA, dfrA1, strB, parE, sul2, parC, strA, VC1786ICE9-floR, and catB9. Moreover, the phylogenetic analysis suggests that the isolate genome is more closely related to seventh pandemic V.cholerae O1 N16961 strain. This study reports the first incidence of environmental ctx negative seventh pandemic V. choleare O1 El Tor isolate, globally and its presence in the aquatic system likely to induce toxicity in terms of public health point of view. The presence of this isolate in the aquatic environment warns the strict implementation of the epidemiological surveillance on the occurrence of emerging strains and the execution of flagship program for the judicious use of antibiotics in the aquatic ecosystem. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
34. SLEEP quality in patients with psoriatic arthritis and its relationship with disease activity and comorbidities: a cross-sectional study.
- Author
-
Toledano, Esther, Hidalgo, Cristina, Gómez-Lechón, Luis, ibáñez, Marta, Chacón, Carolina Cristina, Martín-Vallejo, Javier, Pastor, Sonia, and Montilla, Carlos
- Subjects
SLEEP quality ,DROWSINESS ,PSORIATIC arthritis ,MULTIPLE regression analysis ,ANKYLOSING spondylitis ,PSYCHOLOGICAL well-being ,SLEEP - Abstract
The assessment of psoriatic arthritis is complex and multidimensional. It is increasingly common to include the patient perspective using patient-reported outcomes. Although some research has explored sleep quality in patients with psoriatic arthritis, most studies have had small sample sizes, failed to assess sleep quality considering the inflammatory process together with the psychological well-being of patients, and have not described any use of sleep medication. Further, research to date has not provided data on the relationship of sleep quality with axial forms. In this context, the objective of this study was to assess sleep quality in patients with psoriatic arthritis and its relationship with clinical characteristics, disease activity, functioning, disease impact, fatigue and psychological status. A cross-sectional study was conducted including 247 consecutive patients with PsA recruited during 2021. Sleep quality was measured using the Pittsburgh Sleep Quality Index. We assessed correlations of Pittsburgh Sleep Quality Index score with peripheral disease activity (Disease Activity Index for PSoriatic Arthritis), axial disease activity (Ankylosing Spondylitis Disease Activity Score-C-reactive protein and Bath Ankylosing Spondylitis Disease Activity Index), functioning (Bath Ankylosing Spondylitis Functional Index and Health Assessment Questionnaire), impact (Psoriatic Arthritis Impact of Disease questionnaire), anxiety, depression (Hospital Anxiety and Depression Scale) and fatigue (Functional Assessment of Chronic Illness Therapy-Fatigue) scores. A multiple linear regression model was constructed with PSQI as the dependent variable and as independent variables those that could influence sleep quality. Nearly two-thirds (63.15%) of patients had poor sleep quality. Poorer sleep quality was associated with being female, higher joint counts, greater peripheral and axial disease activity, fatigue, anxiety and depression, functioning and disease impact (p < 0.001). Multiple linear regression analysis found that pain (β: 0.3; p < 0.007) and fatigue β: − 0.1; p < 0.001 contributed 40% to the sleep quality model. Poor sleep quality was common among patients with psoriatic arthritis. Emotional factors (fatigue, anxiety) seemed more important than inflammatory factors in sleep quality. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
35. Routine hypercapnic challenge after cervical spinal hemisection affects the size of phrenic motoneurons.
- Author
-
Kawamura, Kenta, Kobayashi, Masaaki, and Tomita, Kazuhide
- Subjects
MOTOR neurons ,ANATOMICAL planes ,CERVICAL cord ,HORSERADISH peroxidase ,SURFACE area ,HYPERCAPNIA - Abstract
After an individual experiences a cervical cord injury, the cell body's adaptation to the smaller size of phrenic motoneurons occurs within several weeks. It is not known whether a routine hypercapnic load can alter this adaptation of phrenic motoneurons. We investigated this question by using rats with high cervical cord hemisection. The rats were divided into four groups: control, hypercapnia, sham, and sham hypercapnia. Within 72 h post-hemisection, the hypercapnia groups began a hypercapnic challenge (20 min/day, 4 times/week for 3 weeks) with 7% CO
2 under awake conditions. After the 3-week challenge, the phrenic motoneurons in all of the rats were retrogradely labeled with horseradish peroxidase, and the motoneuron sizes in each group were compared. The average diameter, cross-sectional area, and somal surface area of stained phrenic motoneurons as analyzed by software were significantly smaller in only the control group compared to the other groups. The histogram distribution was unimodal, with larger between-group size differences for motoneurons in the horizontal plane than in the transverse plane. Our findings indicate that a routine hypercapnic challenge may increase the input to phrenic motoneurons and alter the propensity for motoneuron adaptations. [ABSTRACT FROM AUTHOR]- Published
- 2023
- Full Text
- View/download PDF
36. Fossils of the oldest diplodocoid dinosaur suggest India was a major centre for neosauropod radiation.
- Author
-
Bajpai, Sunil, Datta, Debajit, Pandey, Pragya, Ghosh, Triparna, Kumar, Krishna, and Bhattacharya, Debasish
- Subjects
DINOSAURS ,FOSSILS ,PANGAEA (Supercontinent) ,RADIATION ,SKELETON ,FOSSIL collection ,RELICS - Abstract
The Early Jurassic and Cretaceous deposits of India are known for their diverse sauropod fauna, while little is known from the Middle and Late Jurassic. Here we report the first ever remains of a dicraeosaurid sauropod from India, Tharosaurus indicus gen. et sp. nov., from the Middle Jurassic (early–middle Bathonian) strata of Jaisalmer Basin, western India. Known from elements of the axial skeleton, the new taxon is phylogenetically among the earlier-diverging dicraeosaurids, and its stratigraphic age makes it the earliest known diplodocoid globally. Palaeobiogeographic considerations of Tharosaurus, seen in conjunction with the other Indian Jurassic sauropods, suggest that the new Indian taxon is a relic of a lineage that originated in India and underwent rapid dispersal across the rest of Pangaea. Here we emphasize the importance of Gondwanan India in tracing the origin and early evolutionary history of neosauropod dinosaurs. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
37. Time lag effect on malaria transmission dynamics in an Amazonian Colombian municipality and importance for early warning systems.
- Author
-
Gonzalez-Daza, William, Vivero-Gómez, Rafael Jose, Altamiranda-Saavedra, Mariano, Muylaert, Renata L., and Landeiro, Victor Lemes
- Subjects
INFECTIOUS disease transmission ,MALARIA ,EL Nino ,PUBLIC health officers ,BODIES of water ,INSECTICIDE resistance ,HIGH temperatures - Abstract
Malaria remains a significant public health problem worldwide, particularly in low-income regions with limited access to healthcare. Despite the use of antimalarial drugs, transmission remains an issue in Colombia, especially among indigenous populations in remote areas. In this study, we used an SIR Ross MacDonald model that considered land use change, temperature, and precipitation to analyze eco epidemiological parameters and the impact of time lags on malaria transmission in La Pedrera—Amazonas municipality. We found changes in land use between 2007 and 2020, with increases in forested areas, urban infrastructure and water edges resulting in a constant increase in mosquito carrying capacity. Temperature and precipitation variables exhibited a fluctuating pattern that corresponded to rainy and dry seasons, respectively and a marked influence of the El Niño climatic phenomenon. Our findings suggest that elevated precipitation and temperature increase malaria infection risk in the following 2 months. The risk is influenced by the secondary vegetation and urban infrastructure near primary forest formation or water body edges. These results may help public health officials and policymakers develop effective malaria control strategies by monitoring precipitation, temperature, and land use variables to flag high-risk areas and critical periods, considering the time lag effect. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
38. Changes in salivary microbiota due to gastric cancer resection and its relation to gastric fluid microbiota.
- Author
-
Komori, Eri, Kato-Kogoe, Nahoko, Imai, Yoshiro, Sakaguchi, Shoichi, Taniguchi, Kohei, Omori, Michi, Ohmichi, Mayu, Nakamura, Shota, Nakano, Takashi, Lee, Sang-Woong, and Ueno, Takaaki
- Subjects
GASTRECTOMY ,ONCOLOGIC surgery ,STOMACH cancer ,GUT microbiome ,SALIVA ,NUMBERS of species ,CAUSES of death - Abstract
Gastric cancer is one of the leading causes of death worldwide, and resections are performed to cure the disease. We have previously reported the changes in the gastric microbiota after gastric cancer resection, which may be associated with the oral microbiota; however, the changes in the oral microbiota remain uncharacterized. This study aimed to characterize the changes in the salivary microbiota caused by gastric cancer resection and to evaluate their association with the gastric fluid microbiota. Saliva and gastric fluid samples were collected from 63 patients who underwent gastrectomy before and after surgery, and a 16S rRNA metagenomic analysis was performed to compare the microbiota composition. The number of bacterial species in the salivary microbiota decreased, and the bacterial composition changed after the resection of gastric cancer. In addition, we identified several bacterial genera that varied significantly in the salivary microbiota, some of which also showed similar changes in the gastric fluid microbiota. These findings indicate that changes in the gastric environment affect the oral microbiota, emphasizing the close association between the oral and gastric fluid microbiota. Our study signifies the importance of focusing on the oral microbiota in the perioperative period of gastrectomy in patients with gastric cancer. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
39. An autoencoder-based snow drought index.
- Author
-
Rasiya Koya, Sinan, Kar, Kanak Kanti, Srivastava, Shivendra, Tadesse, Tsegaye, Svoboda, Mark, and Roy, Tirthankar
- Abstract
In several regions across the globe, snow has a significant impact on hydrology. The amounts of water that infiltrate the ground and flow as runoff are driven by the melting of snow. Therefore, it is crucial to study the magnitude and effect of snowmelt. Snow droughts, resulting from reduced snow storage, can drastically impact the water supplies in basins where snow predominates, such as in the western United States. Hence, it is important to detect the time and severity of snow droughts efficiently. We propose the Snow Drought Response Index or SnoDRI, a novel indicator that could be used to identify and quantify snow drought occurrences. Our index is calculated using cutting-edge ML algorithms from various snow-related variables. The self-supervised learning of an autoencoder is combined with mutual information in the model. In this study, we use Random Forests for feature extraction for SnoDRI and assess the importance of each variable. We use reanalysis data (NLDAS-2) from 1981 to 2021 for the Pacific United States to study the efficacy of the new snow drought index. We evaluate the index by confirming the coincidence of its interpretation and the actual snow drought incidents. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
40. LungElast—an open-source, flexible, low-cost, microprocessor-controlled mouse lung elastometer.
- Author
-
Roberts Jr., Jesse D.
- Subjects
LUNGS ,LUNG volume ,PHYSIOLOGY ,PRESSURE sensors ,STEPPING motors ,LUNG diseases ,DRUG infusion pumps ,MICROPROCESSORS - Abstract
The study of mouse lung mechanics provides essential insights into the physiological mechanisms of pulmonary disease. Consequently, investigators assemble custom systems comprising infusion-withdrawal syringe pumps and analog pressure sensors to investigate the lung function of these animals. But these systems are expensive and require ongoing regulation, making them challenging to use. Here I introduce LungElast, an open-source, inexpensive, and self-contained instrument that can experimentally determine lung elasticity and volumes even in immature mice. It is assembled using custom 3D printed parts and readily available or easily constructed components. In this device, a microprocessor-controlled stepper motor automatically regulates lung volume by precisely driving a syringe piston whose position is determined using time-of-flight LIDAR technology. The airway pressures associated with the lung volumes are determined using compact sensor-on-chip technology, retrieved in a digital format, and stored by the microcontroller. The instrument software is modular, which eases device testing, calibration, and use. Data are also provided here that specify the accuracy and precision of the elastometer's sensors and volume delivery and demonstrate its use with lung models and mouse pups. This instrument has excellent potential for research and educational work. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
41. Identification of hub genes and therapeutic drugs in osteonecrosis of the femoral head through integrated bioinformatics analysis and literature mining.
- Author
-
Tang, Lan, Li, Bin, Su, Qiuming, Chen, Xi, and He, Rongxin
- Subjects
BIOINFORMATICS ,FEMUR head ,GENE expression profiling ,OSTEONECROSIS ,GENES - Abstract
Osteonecrosis of the femoral head (ONFH) is a multifactorial disease leading to severely limited function. By far, the etiology and pathogenesis of ONFH are not fully understood, and surgery is the only effective way to treat ONFH. This study aims to identify hub genes and therapeutic drugs in ONFH. Two gene expression profiles were downloaded from the gene expression omnibus database, and the hub genes and candidate drugs for ONFH were identified through integrated bioinformatics analysis and cross-validated by literature mining. A total of 159 DEGs were identified. PTGS2, LRRK2, ANXA5, IGF1R, MCL1, TIMP2, LYN, CD68, CBL, and RUNX2 were validated as 10 hub genes, which has considerable implications for future genetic research and related research fields of ONFH. Our findings indicate that 85 drugs interact with ONFH, with most drugs exhibiting a positive impact on ONFH by promoting osteogenesis and angiogenesis or inhibiting microcirculation embolism, rather than being anti-inflammatory. Our study provides novel insights into the pathogenesis, prevention, and treatment of ONFH. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
42. An extraordinary fossil captures the struggle for existence during the Mesozoic.
- Author
-
Han, Gang, Mallon, Jordan C., Lussier, Aaron J., Wu, Xiao-Chun, Mitchell, Robert, and Li, Ling-Ji
- Subjects
COMPETITION (Biology) ,MESOZOIC Era ,FOSSILS ,DEBRIS avalanches ,DINOSAURS ,FOSSIL collection - Abstract
Dinosaurs and mammals have coexisted for the last ~ 230 million years. Both groups arose during the Late Triassic and diversified throughout the Mesozoic and into the Cenozoic (the latter in the form of birds). Although they undoubtedly interacted in many ways, direct fossil evidence for their interaction is rare. Here we report a new fossil find from the Lujiatun Member of the Lower Cretaceous Yixian Formation of China, showing a gobiconodontid mammal and psittacosaurid dinosaur locked in mortal combat. We entertain various hypothesized explanations for this association, but the balance of the evidence suggests that it represents a predation attempt on the part of the smaller mammal, suddenly interrupted by, and preserved within, a lahar-type volcanic debris flow. Mesozoic mammals are usually depicted as having lived in the shadows of their larger dinosaurian contemporaries, but this new fossil convincingly demonstrates that mammals could pose a threat even to near fully-grown dinosaurs. The Yixian Formation—and the Chinese fossil Jehol Biota more broadly—have played a particularly important role in revealing the diversity of small-bodied dinosaurs and other fauna. We anticipate that the volcanically derived obrution deposits specific to the Lujiatun Member will likewise continue to yield evidence for biotic interactions otherwise unknown from the rest of the fossil record. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
43. Inflammatory biomarkers at different stages of Sarcopenia in older women.
- Author
-
da Costa Teixeira, Leonardo Augusto, Avelar, Nubia Carelli Pereira, Peixoto, Marco Fabrício Dias, Parentoni, Adriana Netto, Santos, Jousielle Marcia dos, Pereira, Fabiana Souza Máximo, Danielewicz, Ana Lúcia, Leopoldino, Amanda Aparecida Oliveira, Costa, Sabrina Paula, Arrieiro, Arthur Nascimento, Soares, Luana Aparecida, da Silva Lage, Vanessa Kelly, Prates, Ana Caroline Negreiro, Taiar, Redha, de Carvalho Bastone, Alessandra, Oliveira, Vinicius Cunha de, Oliveira, Murilo Xavier, Costa, Henrique Silveira, Nobre, Juliana Nogueira Pontes, and Brant, Franciane Pereira
- Subjects
OLDER women ,SARCOPENIA ,BODY composition ,BIOMARKERS ,PHYSICAL mobility ,MUSCLE strength - Abstract
In recent years, studies have found that Sarcopenia alters inflammatory biomarkers. However, the behavior of inflammatory biomarkers at different stages of Sarcopenia is not well understood. This study aimed to compare a broad panel of inflammatory biomarkers in older women at different stages of Sarcopenia. The study included 71 Brazilian community-dwelling older women. Muscle Strength was assessed by using handgrip strength (Jamar dynamometer). The Short Physical Performance Battery (SPPB) was performed to assess the physical performance, and body composition was assessed by DEXA. Sarcopenia was diagnosed and classified according to the EWGSOP2 criteria. Blood was drawn, and inflammatory biomarkers associated with Sarcopenia (IL-2, IL-4, IL-5, IL-6, IL-8, IL-10, TNF, adiponectin, leptin, resistin, BDNF, sTNFr-1 and sTNFr-2) was analysed. After diagnosis and classification of sarcopenia, 45% of women did not present Sarcopenia (NS, N = 32), 23.9% were diagnosed with Sarcopenia Probable (SP, N = 17), 19,7% with Sarcopenia Confirmed (SC, N = 14), and 11.3% with Severe Sarcopenia (SS, N = 8). The analysis of inflammatory biomarkers revealed that the more advanced the stage of Sarcopenia, the higher the levels of BDNF, IL-8, sTNFr-1, and sTNFr-2. The assessment of BDNF, IL-8, sTNFr-1, and sTNFr-2 levels may be an adjuvant tool in diagnosis and severity classification of Sarcopenia in older Brazilian women. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
44. Early maturation of sound duration processing in the infant's brain.
- Author
-
Polver, Silvia, Háden, Gábor P., Bulf, Hermann, Winkler, István, and Tóth, Brigitta
- Subjects
AUDITORY perception ,INFANTS ,EVOKED potentials (Electrophysiology) ,LANGUAGE acquisition ,SOUNDS - Abstract
The ability to process sound duration is crucial already at a very early age for laying the foundation for the main functions of auditory perception, such as object perception and music and language acquisition. With the availability of age-appropriate structural anatomical templates, we can reconstruct EEG source activity with much-improved reliability. The current study capitalized on this possibility by reconstructing the sources of event-related potential (ERP) waveforms sensitive to sound duration in 4- and 9-month-old infants. Infants were presented with short (200 ms) and long (300 ms) sounds equiprobable delivered in random order. Two temporally separate ERP waveforms were found to be modulated by sound duration. Generators of these waveforms were mainly located in the primary and secondary auditory areas and other language-related regions. The results show marked developmental changes between 4 and 9 months, partly reflected by scalp-recorded ERPs, but appearing in the underlying generators in a far more nuanced way. The results also confirm the feasibility of the application of anatomical templates in developmental populations. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
45. Mental health problems and resilience in adolescents during the COVID-19 pandemic in a post-armed conflict area in Colombia.
- Author
-
Gómez-Restrepo, Carlos, Sarmiento-Suárez, María José, Alba-Saavedra, Magda, Calvo-Valderrama, María Gabriela, Rincón-Rodríguez, Carlos Javier, González-Ballesteros, Lina María, Bird, Victoria, Priebe, Stefan, and van Loggerenberg, Francois
- Subjects
COVID-19 pandemic ,MENTAL illness ,POST-traumatic stress disorder ,TEENAGERS ,CONVENIENCE sampling (Statistics) ,CIVIL defense ,MENTAL health of students - Abstract
The impact of COVID-19 pandemic on mental health of adolescents are emerging and require particular attention in settings where challenges like armed conflict, poverty and internal displacement have previously affected their mental wellbeing. This study aimed to determine the prevalence of anxiety symptoms, depressive symptomatology, probable post-traumatic stress disorder and resilience in school-attending adolescents in a post-conflict area of Tolima, Colombia during the COVID-19. A cross-sectional study was carried out with 657 adolescents from 12 to 18 years old, recruited by convenience sampling in 8 public schools in the south of Tolima, Colombia, who completed a self-administered questionnaire. Mental health information was obtained through screening scales for anxiety symptoms (GAD-7), depressive symptomatology (PHQ-8), probable post-traumatic stress disorder (PCL-5) and resilience (CD-RISC-25). The prevalence observed for moderate to severe anxiety symptoms was 18.9% (95% CI 16.0–22.1) and for moderate to severe depressive symptomatology was 30.0% (95% CI 26.5–33.7). A prevalence of probable post-traumatic stress disorder (PTSD) of 22.3% (95% CI 18.1–27.2) was found. The CD-RISC-25 results for resilience had a median score of 54 [IQR 30]. These results suggest that approximately two-thirds of school-attending adolescents in this post-conflict area experienced at least one mental health problem such as anxiety symptoms, depressive symptomatology or probable PTSD during the COVID-19 pandemic. Future studies are of interest to establish the causal relationship between these findings and the impact of the pandemic. These findings highlight the challenge that schools have after pandemic to address the mental health of their students in order to promoting adequate coping strategies and implement prompt multidisciplinary interventions to reduce the burden of mental health problems in adolescents. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
46. Raw water biofiltration for surface water manganese control.
- Author
-
Earle, Martin R., Stoddart, Amina K., and Gagnon, Graham A.
- Subjects
BIOFILTRATION ,MANGANESE ,IRON ,GROUNDWATER purification ,BIOFILTERS ,WATER use ,IRON removal (Water purification) - Abstract
Manganese (Mn) control in surface water systems is a challenge for the drinking water industry, especially through a sustainability framework. Current methods for removing manganese from surface water use strong oxidants that embed carbon and can be expensive and harmful to human health and the environment. In this study, we used a simple biofilter design to remove manganese from lake water, without conventional surface water pre-treatments. Biofilters with aerated influent removed manganese to concentrations below 10 µg/L when receiving influent water containing > 120 µg/L of dissolved manganese. Manganese removal was not inhibited by high iron loadings or poor ammonia removal, suggesting that removal mechanisms may differ from groundwater biofilters. Experimental biofilters also achieved lower effluent manganese concentrations than the full-scale conventional treatment process, while receiving higher manganese concentrations. This biological approach could help achieve sustainable development goals. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
47. Elevated serum uric acid is associated with infertility in women living in America.
- Author
-
Hong, Xiang, Zhao, Fanqi, Wang, Wei, Wu, Jingying, Zhu, Xiaoqi, and Wang, Bei
- Subjects
GESTATIONAL diabetes ,URIC acid ,HEALTH & Nutrition Examination Survey ,HDL cholesterol ,LDL cholesterol ,FEMALE infertility - Abstract
Excessive uric acid levels may affect several organs and systems in the body. There is limited evidence of the effects of high serum uric acid levels on the female reproductive system. This study used the National Health and Nutrition Examination Survey (NHANES) database to explore the relationship between serum uric acid and female infertility. This cross-sectional study included a total of 2197 eligible subjects using data from NHANES 2013-March 2020 pre-pandemic data. Self-reported infertility (ever experiencing an inability to conceive after 12 months of trying to become pregnant) was the main outcome. Logistic regression models and restricted cubic spline were used to analyze the relationship between serum uric acid and female infertility, and stratified analysis was carried out. A total of 295 women self-reported infertility (13.43%). The median uric acid level for all study subjects was 4.4 mg/dL (interquartile range [IQR]: 3.7, 5.1). Serum uric acid levels were higher in the infertility group than in the control group (4.7 mg/dL [IQR: 4.0, 5.3] vs. 4.4 mg/dL [IQR: 3.7, 5.1], P < 0.001). After adjusting for age, race, marital status, smoking, alcohol, history of pregnancy, history of diabetes, history of hypertension, fasting glucose, total cholesterol, creatinine in refrigerated serum, low-density lipoprotein cholesterol, direct high-density lipoprotein cholesterol, glycohemoglobin, and body mass index confounders, women with serum uric acid levels at Q3 (4.4–5.1 mg/dL) had a 73% (odds ratio [OR] = 1.73, 95% confidence interval [CI] 1.18, 2.54, P = 0.005) higher risk of infertility, and women with uric acid levels at Q4 (5.1–18.0 mg/dL) had an 83% (OR = 1.83, 95% CI 1.22, 2.75, P = 0.003) increased risk of infertility compared to women at Q1 (1.6–3.7 mg/dL). The restricted cubic spline also showed that when serum uric acid levels exceeded the reference value, the risk of infertility gradually increased. We also performed a sensitivity analysis based on the complete dataset and found that the results were robust. Higher serum uric acid levels were significantly associated with an increased risk of female infertility. Women planning a pregnancy should have increased serum uric acid monitoring. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
48. Uncovering the special microbiota associated with occurrence and progression of gastric cancer by using RNA-sequencing.
- Author
-
Ai, Bin, Mei, Yue, Liang, Dong, Wang, Tengjiao, Cai, Hui, and Yu, Dong
- Subjects
STOMACH cancer ,CHLAMYDIA ,RNA sequencing ,CANCER invasiveness ,TUMOR classification ,ACINETOBACTER - Abstract
Gastric cancer (GC) has been identified as the third deadly cancer in the world. Accumulating researches suggest a potential role of microorganisms in tumorigenesis. However, the composition of microbiota in GC tissues is not clear and it changes throughout the different stages of GC remain mostly elusive. Our study integrated RNA-Seq data of 727 samples derived from gastric tissues across four datasets and revealed its microbial composition. In order to remove the false positive results, core taxa were defined and characterized. Based on it, we analyzed the influence of biological factors on its composition. The pan-microbiome of gastric tissues was estimated to be over than 1400 genera. Seventeen core genera were identified. Among them, Helicobacter, Lysobacter were significantly enriched in normal tissues, while Pseudomonas was enriched in tumor tissues. Interestingly, Acinetobacter, Pasteurella, Streptomyces, Chlamydia, and Lysobacter, showed a significant increase trend during tumor development and formed strong intra/inter-correlations among them or with other genera. Furthermore, we found that tumor stage played an important role in altering the microbial composition of GC tissues. This study provides support for the in-depth study of tumor microbiome, and the specific microbiome excavated provides a possibility for the subsequent identification of potential biomarkers for GC. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
49. Twitter misogyny associated with Hillary Clinton increased throughout the 2016 U.S. election campaign.
- Author
-
Weaving, Morgan, Alshaabi, Thayer, Arnold, Michael V., Blake, Khandis, Danforth, Christopher M., Dodds, Peter S., Haslam, Nick, and Fine, Cordelia
- Subjects
MISOGYNY ,POLITICAL campaigns ,SEXISM in language ,POLITICAL candidates ,TIME series analysis ,ELECTION forecasting - Abstract
Online misogyny has become a fixture in female politicians' lives. Backlash theory suggests that it may represent a threat response prompted by female politicians' counterstereotypical, power-seeking behaviors. We investigated this hypothesis by analyzing Twitter references to Hillary Clinton before, during, and after her presidential campaign. We collected a corpus of over 9 million tweets from 2014 to 2018 that referred to Hillary Clinton, and employed an interrupted time series analysis on the relative frequency of misogynistic language within the corpus. Prior to 2015, the level of misogyny associated with Clinton decreased over time, but this trend reversed when she announced her presidential campaign. During the campaign, misogyny steadily increased and only plateaued after the election, when the threat of her electoral success had subsided. These findings are consistent with the notion that online misogyny towards female political nominees is a form of backlash prompted by their ambition for power in the political arena. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
50. Interpreting random forest analysis of ecological models to move from prediction to explanation.
- Author
-
Simon, Sophia M., Glaum, Paul, and Valdovinos, Fernanda S.
- Subjects
ECOLOGICAL models ,RANDOM forest algorithms ,MACHINE learning ,STOCHASTIC processes ,SENSITIVITY analysis - Abstract
As modeling tools and approaches become more advanced, ecological models are becoming more complex. Traditional sensitivity analyses can struggle to identify the nonlinearities and interactions emergent from such complexity, especially across broad swaths of parameter space. This limits understanding of the ecological mechanisms underlying model behavior. Machine learning approaches are a potential answer to this issue, given their predictive ability when applied to complex large datasets. While perceptions that machine learning is a "black box" linger, we seek to illuminate its interpretive potential in ecological modeling. To do so, we detail our process of applying random forests to complex model dynamics to produce both high predictive accuracy and elucidate the ecological mechanisms driving our predictions. Specifically, we employ an empirically rooted ontogenetically stage-structured consumer-resource simulation model. Using simulation parameters as feature inputs and simulation output as dependent variables in our random forests, we extended feature analyses into a simple graphical analysis from which we reduced model behavior to three core ecological mechanisms. These ecological mechanisms reveal the complex interactions between internal plant demography and trophic allocation driving community dynamics while preserving the predictive accuracy achieved by our random forests. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
Catalog
Discovery Service for Jio Institute Digital Library
For full access to our library's resources, please sign in.