Mouse oocytes sequester aggregated proteins in degradative super-organelles.

Oocytes are among the longest-lived cells in the body and need to preserve their cytoplasm to support proper embryonic development. Protein aggregation is a major threat for intracellular homeostasis in long-lived cells. How oocytes cope with protein aggregation during their extended life is unknown. Here, we find that mouse oocytes accumulate protein aggregates in specialized compartments that we named endolysosomal vesicular assemblies (ELVAs). Combining live-cell imaging, electron microscopy, and proteomics, we found that ELVAs are non-membrane-bound compartments composed of endolysosomes, autophagosomes, and proteasomes held together by a protein matrix formed by RUFY1. Functional assays revealed that in immature oocytes, ELVAs sequester aggregated proteins, including TDP-43, and degrade them upon oocyte maturation. Inhibiting degradative activity in ELVAs leads to the accumulation of protein aggregates in the embryo and is detrimental for embryo survival. Thus, ELVAs represent a strategy to safeguard protein homeostasis in long-lived cells.

Navigated intraoperative ultrasound in neuro-oncology: volumetric accuracy and correlation with high-field MRI.

OBJECTIVE: The use of intraoperative techniques to detect residual tumors has recently become increasingly important. Intraoperative MRI has long been considered the gold standard; however, it is not widely used because of high equipment costs and long acquisition times. Consequently, real-time intraoperative ultrasound (ioUS), which is much less expensive than MRI, has gained popularity. The aim of the present study was to evaluate the capacity of ioUS to accurately determine the primary tumor volume and detect residual tumors. METHODS: A prospective study of adult patients who underwent surgery for intra-axial brain tumors between November 2017 and October 2020 was performed. Navigated intraoperative ultrasound (nioUS) of the brain was used to guide tumor resection and to detect the presence of residual disease. Both convex (5-8 MHz) and linear array (6-13 MHz) probes were used. Tumor volume and residual disease were measured with nioUS and compared with MR images. A linear regression model based on a machine learning pipeline and a Bland-Altman analysis were used to assess the accuracy of nioUS versus MRI. RESULTS: Eighty patients (35 females and 45 males) were included. The mean age was 58 years (range 25-80 years). A total of 88 lesions were evaluated; there were 64 (73%) gliomas, 19 (21.6%) metastases, and 5 (5.7%) other tumors, mostly located in the frontal (41%) and temporal (27%) lobes. Most of the tumors (75%) were perfectly visible on ioUS (grade 3, Mair grading system), except for those located in the insular lobe (grade 2). The regression model showed a nearly perfect correlation (R2 = 0.97, p < 0.001) between preoperative tumor volumes from both MRI and nioUS. Ultrasonographic visibility significantly influenced this correlation, which was stronger for highly visible (grade 3) tumors (p = 0.01). For residual tumors, the correlation between postoperative MRI and nioUS was weaker (R2 = 0.78, p < 0.001) but statistically significant. The Bland-Altman analysis showed minimal bias between the two techniques for pre- and postoperative scenarios, with statistically significant results for the preoperative concordance. CONCLUSIONS: The authors' findings show that most brain tumors are well delineated by nioUS and almost perfectly correlated with MRI-based measurements both pre- and postoperatively. These data support the hypothesis that nioUS is a reliable intraoperative technique that can be used for real-time monitoring of brain tumor resections and to perform volumetric analysis of residual disease.

Long-Term Results of Cortical Motor Stimulation for Neuropathic Peripheral and Central Pain: Real-World Evidence From Two Independent Centers.

BACKGROUND AND OBJECTIVES: Cortical motor stimulation (CMS) is used to modulate neuropathic pain. The literature supports its use; however, short follow-up studies might overestimate its real effect. This study brings real-world evidence from two independent centers about CMS methodology and its long-term outcomes. METHODS: Patients with chronic refractory neuropathic pain were implanted with CMS. The International Classification of Headache Disorders 3rd Edition was used to classify craniofacial pain and the Douleur Neuropathique en 4 Questions Scale score to explore its neuropathic nature. Demographics and clinical and surgical data were collected. Pain intensity at 6, 12, and 24 months and last follow-up was registered. Numeric rating scale reduction of ≥50% was considered a good response. The Clinical Global Impression of Change scale was used to report patient satisfaction. RESULTS: Twelve males (38.7%) and 19 females (61.3%) with a mean age of 55.8 years (±11.9) were analyzed. Nineteen (61.5%) were diagnosed from painful trigeminal neuropathy (PTN), and seven (22.5%) from central poststroke pain. The mean follow-up was 51 months (±23). At 6 months, 42% (13/31) of the patients were responders, all of them being PTN (13/19; 68.4%). At last follow-up, only 35% (11/31) remained responders (11/19 PTN; 58%). At last follow-up, the global Numeric rating scale reduction was 34% ( P = .0001). The Clinical Global Impression of Change scale punctuated 2.39 (±0.94) after 3 months from the surgery and 2.95 (±1.32) at last follow-up ( P = .0079). Signs of suspicious placebo effect were appreciated in around 40% of the nonresponders. CONCLUSION: CMS might show long-term efficacy for neuropathic pain syndromes, with the effect on PTN being more robust in the long term. Multicentric clinical trials are needed to confirm the efficacy of this therapy for this and other conditions.

Manual Superficial Keratectomy Is the First Choice Treatment for Salzmann Nodular Degeneration.

PURPOSE: This study aimed to describe the optical and topographic changes after manual superficial keratectomy (MSK) for Salzmann nodular degeneration. METHODS: This was a descriptive, retrospective study. All patients with a clinical diagnosis of Salzmann nodular degeneration were examined at the Cornea Service of the Instituto Clínico Quirúrgico de Oftalmología (ICQO), Bilbao, Spain, and treated with MSK after presenting ocular discomfort and/or decreased visual acuity. The clinical characteristics (including anterior segment optical coherence tomography and Pentacam topography), treatment regimens, surgical procedures, and outcomes were recorded. Descriptive statistics were constructed using mean ± SD, minimum, maximum, and median. The Shapiro-Wilk normality test was used. The Student t test was used to determine significance. RESULTS: Ten eyes of 9 patients were included in this study: 6 patients (66.6%) were female and 3 were male (33.3%). The mean age was 62.2 years, and the follow-up time was between 5 and 21 months. The best-corrected visual acuity before MSK was 0.20 LogMAR (median) and improved to 0.10 after the surgical procedure. The mean spherical equivalent was reduced from -0.23 ± 3.39 D preoperatively to -1.3 ± 3.0 D postoperatively. Astigmatism decreased between 0.5 and 3.75 D. Topographic irregularity normalized total root mean square from 11,596.4 ± 6854.01 to 4817.2 ± 2725.68 µm. CONCLUSIONS: MSK is an effective and safe technique for the treatment of Salzmann nodular degeneration when the Bowman layer is preserved. Anterior segment optical coherence tomography and corneal topography are essential tools for the surgical plan and for the detection of corneal aberrations.

Ultrasound-guided bilateral pulsed radiofrequency of the phrenic nerve for prolonged hiccups: a case report.

Singultus is the sudden onset of erratic diaphragmatic and intercostal muscle contraction immediately followed by laryngeal closure. Pathophysiology involves afferent, central and efferent components. Bilateral phrenic nerve block was performed to a 46-year-old woman with a brain tumor with persistent hiccups, with initially positive response but later symptom recurrence. Bilateral pulsed radiofrequency of the phrenic nerve was performed guided by ultrasonography (US). In the follow-up, absence of hiccups was confirmed. The patient was discharged 24 h later. Persistent or untreatable singultus is an infrequent condition that should not be dismissed. This approach is a safe, accurate and effective therapeutic approach for patient's refractory to conservative treatment. Further studies are needed to establish safety and effectiveness of the treatment.

Response and Safety Outcomes in Treatment-Resistant Depression After Subcallosal Cingulate Gyrus Deep Brain Stimulation: Long-term Follow-up Study.

Objective: To replicate previous findings and to investigate related clinical factors of long-term benefits and safety of subcallosal cingulate gyrus deep brain stimulation (SCG-DBS) for treatment-resistant depression (TRD).Methods: Sixteen patients with TRD (with either major depressive disorder or bipolar disorder, DSM-IV and DSM-5 criteria) receiving chronic SCG-DBS were followed for up to 11 years (January 2008 to June 2019). Demographic, clinical, and functioning data were collected pre-surgery and during the follow-up. Response was defined as a ≥ 50% decrease from baseline in the 17-item Hamilton Depression Rating Scale (HAM-D17) score, and remission was defined as ≤ 7 in the HAM-D17 score. The Illness Density Index (IDI) was used as a longitudinal measure of treatment effects. Survival analyses were performed for response outcomes and relapses.Results: Depressive symptoms were significantly decreased over time (F = 2.37; P = .04). Response and remission rates were 75% and 62.5% at individual endpoint. Based on Kaplan-Meier curve analysis, 55% of patients reached remission in 139 days. IDI curves showed sustained clinical improvements as measured with HAM-D17 and Clinical Global Impression and sustained functioning improvement as measured with Global Assessment of Functioning scores. The procedure was generally safe and well tolerated (122 adverse events across 81 patient-years, of which 25 were related to SCG-DBS). Two patients committed suicide long after surgery.Conclusions: SCG-DBS produced a robust and protracted improvement in most patients, which reinforces the possibility that SCG-DBS could be an alternative for patients with treatment-resistant unipolar or bipolar depression. Identification of clinical and neurobiological response predictors should guide the continuation of DBS for TRD, to obtain its indication soon.

Latin American Initiative for Lifestyle Intervention to Prevent Cognitive Decline (LatAm-FINGERS): Study design and harmonization.

INTRODUCTION: Latin American Initiative for Lifestyle Intervention to Prevent Cognitive Decline (LatAm-FINGERS) is the first non-pharmacological multicenter randomized clinical trial (RCT) to prevent cognitive impairment in Latin America (LA). Our aim is to present the study design and discuss the strategies used for multicultural harmonization. METHODS: This 1-year RCT (working on a 1-year extension) investigates the feasibility of a multi-domain lifestyle intervention in LA and the efficacy of the intervention, primarily on cognitive function. An external harmonization process was carried out to follow the FINGER model, and an internal harmonization was performed to ensure this study was feasible and comparable across the 12 participating LA countries. RESULTS: Currently, 1549 participants have been screened, and 815 randomized. Participants are ethnically diverse (56% are Nestizo) and have high cardiovascular risk (39% have metabolic syndrome). DISCUSSION: LatAm-FINGERS overcame a significant challenge to combine the region's diversity into a multi-domain risk reduction intervention feasible across LA while preserving the original FINGER design.

Long-term outcomes of deep brain stimulation for treatment-resistant schizophrenia: Exploring potential targets.

BACKGROUND: Schizophrenia is a complex and disabling disorder. Around 30% of patients have treatment-resistant schizophrenia (TRS). OBJECTIVE: This study summarizes the outcomes after three years follow-up of the first series of patients with TRS treated with deep brain stimulation (DBS) and discuss surgical, clinical and imaging analysis. METHODS: Eight patients with TRS treated with DBS in the nucleus accumbens (NAcc) or the subgenual cingulate gyrus (SCG) were included. Symptoms were rated with the PANSS scale and normalized using the illness density index (IDI). A reduction in IDI-PANSS of ≥25% compared to baseline was the criterion of good response. The volume of activated tissue was calculated to perform a connectomic analysis for each patient. An estimation of the tracts and cortical areas modulated was generated. RESULTS: Five women and three men were analyzed. After 3 years' follow-up, positive symptoms improved in 50% of the SCG group and 75% of the NAcc group (p = 0.06), and general symptoms improved in 25% and 50% respectively (p = 0.06). The SCG group showed activation of the cingulate bundle and modulation of orbitofrontal and frontomesial regions; in contrast, the NAcc group showed activation of the ventral tegmental area projections pathway and modulation of regions associated with the "default mode network" (precuneus) and Brodmann areas 19 and 20. CONCLUSIONS: These results showed a trend toward improvement for positive and general symptoms in patients with TRS treated with DBS. The connectomic analysis will help us understand the interaction of this treatment with the disease to pursue future trial designs.

GEANT4-DNA simulation of temperature-dependent and pH-dependent yields of chemical radiolytic species.

Objective.GEANT4-DNA can simulate radiation chemical yield (G-value) for radiolytic species such as the hydrated electron (eaq-) with the independent reaction times (IRT) method, however, only at room temperature and neutral pH. This work aims to modify the GEANT4-DNA source code to enable the calculation ofG-values for radiolytic species at different temperatures and pH values.Approach.In the GEANT4-DNA source code, values of chemical parameters such as reaction rate constant, diffusion coefficient, Onsager radius, and water density were replaced by corresponding temperature-dependent polynomials. The initial concentration of hydrogen ion (H+)/hydronium ion (H3O+) was scaled for a desired pH using the relationship pH = -log10[H+]. To validate our modifications, two sets of simulations were performed. (A) A water cube with 1.0 km sides and a pH of 7 was irradiated with an isotropic electron source of 1 MeV. The end time was 1µs. The temperatures varied from 25 °C to 150 °C. (B) The same setup as (A) was used, however, the temperature was set to 25 °C while the pH varied from 5 to 9. The results were compared with published experimental and simulated work.Main results.The IRT method in GEANT4-DNA was successfully modified to simulateG-values for radiolytic species at different temperatures and pH values. Our temperature-dependent results agreed with experimental data within 0.64%-9.79%, and with simulated data within 3.52%-12.47%. The pH-dependent results agreed well with experimental data within 0.52% to 3.19% except at a pH of 5 (15.99%) and with simulated data within 4.40%-5.53%. The uncertainties were below ±0.20%. Overall our results agreed better with experimental than simulation data.Significance.Modifications in the GEANT4-DNA code enabled the calculation ofG-values for radiolytic species at different temperatures and pH values.

Impact of Minor Carbapenemases on Susceptibility to Novel ß-Lactam/ß-Lactamase Inhibitor Combinations and Cefiderocol in Enterobacterales.

The in vitro activity of imipenem-relebactam, meropenem-vaborbactam, ceftazidime-avibactam, and cefiderocol was evaluated against both clinical and isogenic enterobacterial isolates producing carbapenemases of the SME, NmcA, FRI, and IMI types. Ceftazidime-avibactam and meropenem-vaborbactam showed the highest activity against all tested isolates; imipenem-relebactam showed only moderate activity. All isolates remained susceptible to cefiderocol. Furthermore, avibactam and vaborbactam have greater inhibitory activity than relebactam against the tested carbapenemases. Overall, ceftazidime-avibactam, meropenem-vaborbactam, and cefiderocol were the most effective therapeutic options for treating infections caused by the tested minor carbapenemase producers.

Basic emotions do not reliably co-occur with predicted facial expressions: Reply to Witkower et al. (2023).

Replies to the comments made by Witkower, et al. (see record 2023-63008-004) on the current authors original article (see record 2022-03375-001). A core assumption of Basic Emotion Theory is that the conscious experience of a basic emotion co-occurs with a facial expression signal of that same emotion. Our analysis of available evidence found co-occurrence in only 13% of cases-thus calling into question basic and applied studies in which the emotion is inferred from the face. Our second analysis counted as a co-occurrence even when only part of the facial signal was observed. Co-occurrence was found in only 23% of cases. Witkower et al.'s rebuttal failed to undermine these important findings. They claimed that similar degrees of correlation are found in other areas of psychology, but they confuse co-occurrence of two intrinsic manifestations of the same event (expression and experience of emotion) with the correlation between one potential causal antecedent and an observed event (e.g., effects of meditation on anxiety). Our results stand as a major challenge to Basic Emotion Theory. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

Accuracy of the angiography-based quantitative flow ratio in intermediate left main coronary artery lesions and comparison with visual estimation.

BACKGROUND: Revascularization of left main coronary artery (LMCA) stenosis is mostly based on angiography. Indices based on angiography might increase accuracy of the decision, although they have been scarcely used in LMCA. The objective of this study is to study the diagnostic agreement of QFR (quantitative flow ratio) with wire-based fractional flow reserve (FFR) in LMCA lesions and to compare with visual severity assessment. METHODS: In a series of patients with invasive FFR assessment of intermediate LMCA stenoses we retrospectively compared the measured value of QFR with that of FFR and the estimate of significance from angiography. RESULTS: 107 QFR studies were included. The QFR intra-observer and inter-observer agreement was 87% and 82% respectively. The mean QFR-FFR difference was 0.047 ± 0.05 with a concordance of 90.7%, sensitivity 88.1%, specificity 92.3%, positive predictive value 88.1% and negative predictive value 92.3%. All these values were superior to those observed with the visual estimation which showed an intra- and inter-observer agreement of 73% and 72% respectively, besides 78% with the FFR value. The low diagnostic performance of the visual estimation and the acceptable performance of the QFR index measurement were observed in all subgroups analysed. CONCLUSIONS: QFR allows an acceptable estimate of the FFR obtained with intracoronary pressure guidewire in intermediate LMCA lesions, and clearly superior to the assessment based on angiography alone. The decision to revascularize patients with moderate LMCA lesions should not be based solely on the degree of angiographic stenosis.

Methods for estimating the sampling variance of the standardized mean difference.

One of the most widely used effect size indices for meta-analysis in psychology is the standardized mean difference (SMD). The most common way to synthesize a set of estimates of the SMD is to weight them by the inverse of their variances. For this, it is necessary to estimate the corresponding sampling variances. Meta-analysts have a formula for obtaining unbiased estimates of sampling variances, but they often use a variety of alternative, simpler methods. The bias and efficiency of five different methods that have been proposed and that are implemented in different computerized calculation tools are compared and assessed. The data from a set of published meta-analyses are also reanalyzed, calculating the combined estimates and their confidence intervals, as well as estimates of the specific, between-studies variance, using the five estimation methods. This test of sensitivity shows that the results of a meta-analysis can change noticeably depending on the method used to estimate the sampling variance of SMD values, especially under a random-effects model. Some practical recommendations are made about how to choose and implement the methods in calculation resources. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

On the set of emotions with facial signals.

Which, if any, emotions have a facial signal? Studies from AI to Zoology sometimes presuppose an answer to this question. According to one important and influential research program, the basic (fundamental and discrete) emotions can be identified by their possession of a biologically based unique and universally recognized facial signal. To the classic set of six such emotions, researchers recently advanced 12 new candidates, which were examined in the present study with a standard free-labeling procedure in three samples: English-speaking Americans (n = 200), Mandarin-speaking Chinese (n = 101), and Malayalam-speaking Indians (n = 200). In the three samples, respectively, a majority of respondents chose the predicted label for only one, one, and none of the 12 faces. That is, a majority of respondents failed to choose the predicted label for 11 of the 12 faces in the English-speaking (proportion of respondents range for the 11: .04 to .45) and Mandarin-speaking (proportion of respondents range for the 11: .00 to .44) samples; a majority of respondents failed to choose the predicted label for any of the 12 faces in the Malayalam-speaking sample (proportion of respondents range: .00 to .42). The modal choice in the three samples was the predicted label for five, six, and one, respectively, of the 12 faces. "Recognition" of the predicted emotion was negligible (< 15% of respondents) for five, eight (two of which were modal), and 10, respectively, of the 12 faces. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

Is purity a distinct and homogeneous domain in moral psychology?

"No" is our answer to the question in our title. In moral psychology, a purity violation (defined as an immoral act committed against one's own body or soul) was theorized to be a homogeneous moral domain qualitatively distinct from other moral domains. In contrast, we hypothesized heterogeneity rather than homogeneity, overlapping rather than distinct domains, and quantitative rather than qualitative differences from other hypothesized domains (specifically, autonomy, which is harm to others). Purity has been said to consist of norms violations of which elicit disgust and taint the soul. Here we empirically examined homogeneity: whether violations of body (e.g., eating putrid food) belong in the same moral domain as violations of the soul unrelated to bodily health (e.g., selling one's soul, desecrating sacred books). We examined distinctness: whether reactions to purity violations differ in predicted ways from those to violations of autonomy. In four studies (the last preregistered), American Internet users (in Studies 2 and 4, classified as politically conservative or liberal; Ns = 80, 96, 1,312, 376) were given stories about violations based on prior studies. Nonhealth purity violations were rated as relatively more disgusting, but less gross (the lay term for the reaction to putrid things) and more likely to taint the soul than were health-related ones. Surprisingly, both health and nonhealth purity violations were typically judged as only slightly immoral if at all. Autonomy violations were rated as more disgusting and tainting of the soul than were purity violations. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

Caracterización del ataque cerebrovascular isquémico agudo en el servicio de urgencias / Characterization of acute ischemic cerebrovascular accidents at the emergency department

Introducción: la enfermedad cerebrovascular (ECV) sigue siendo en el mundo la segunda causa de muerte. Colombia no cuenta con datos suficientes que permitan establecer diferencias en cuanto a los factores de riesgo y su curso clínico entre hombres y mujeres. Objetivo: caracterizar a los adultos hospitalizados con diagnóstico de enfermedad cerebrovascular isquémica (ECVI) atendidos en el Hospital de San José de Bogotá de marzo 1 de 2019 a enero 31 2020. Metodología: estudio tipo cohorte, descriptivo prospectivo, en mayores de 18 años con diagnóstico de ECVI. Resultados: se incluyeron 106 pacientes con edad media de 69 años, los factores de riesgo fueron inactividad física 87.1%, sobrepeso 40.6%, hipertensión 41.5% y exposición al cigarrillo 22.7%. Se evidenció en el angiotac algún grado de estenosis carotídea en 18% y fibrilación auricular en 5.6%. La mayoría recibió asa y atorvastatina (83.6%), 8.1% fueron anticoagulados y la mayoría presentó un ACV leve (62.6%), 19% de los pacientes fueron trombolizados y se logró establecer la ateroesclerosis como causa del ACV en 41.8%. Discusión y conclusiones: la ECV se presenta con más frecuencia a partir de la séptima década en la población activa, generando importantes discapacidades que limitan la funcionalidad. Existen factores de riesgo modificables, que debidamente manejados disminuyen el riesgo de ACV.

Introduction: cerebrovascular disease (CVD) is ranked as the second leading cause of death worldwide. In Colombia, there is scarce data to distinguish the risk factors and clinical course among men and women. Objective: to characterize inpatients with a diagnosis of ischemic cerebrovascular disease (ICVD) treated at Hospital de San José in Bogotá from March 1, 2019, to January 31, 2020. Methodology: a prospective, descriptive, cohort study in inpatients older than 18 years, diagnosed with ICVD, treated at Hospital de San José in Bogotá. Results: 106 patients with mean age 69 years, were included. Risk factors included physical inactivity 87.1%; overweight 40.6%, hypertension 41.5 % and tobacco smoke exposure 22.7%. A CT angiogram scan evidenced some degree of carotid stenosis in 18% and atrial fibrillation was identified in 5.6%. Most patients received acetylsalicylic acid and atorvastatin (83.6%); 8.1% received anticoagulation therapy and most of them presented a mild stroke (62.6%); 19% of patients received thrombolytic therapy. Atherosclerosis was established as the cause in 41.8%. Discussion and conclusions: cerebrovascular events mostly occur in the seventh decade of life and above, in the active population, causing significant disabilities with functional limitation. The proper management of risk factors that are modifiable can reduce the risk of a stroke.

Circulating SOD2 Is a Candidate Response Biomarker for Neoadjuvant Therapy in Breast Cancer.

There is a great need for non-invasive tools that inform of an early molecular response to cancer therapeutic treatment. Here, we tested the hypothesis that proteolytically resistant proteins could be candidate circulating tumor biomarkers for cancer therapy. Proteins resistant to proteolysis are drastically under-sampled by current proteomic workflows. These proteins could be reliable sensors for the response to therapy since they are likely to stay longer in circulation. We selected manganese superoxide dismutase (SOD2), a mitochondrial redox enzyme, from a screening of proteolytic resistant proteins in breast cancer (BC). First, we confirmed the robustness of SOD2 and determined that its proteolytic resistance is mediated by its quaternary protein structure. We also proved that the release of SOD2 upon chemotherapy treatment correlates with cell death in BC cells. Then, after confirming that SOD2 is very stable in human serum, we sought to measure its circulating levels in a cohort of BC patients undergoing neoadjuvant therapy. The results showed that circulating levels of SOD2 increased when patients responded to the treatment according to the tumor shrinkage during neoadjuvant chemotherapy. Therefore, the measurement of SOD2 levels in plasma could improve the non-invasive monitoring of the therapeutic treatment in breast cancer patients. The identification of circulating biomarkers linked to the tumor cell death induced by treatment could be useful for monitoring the action of the large number of cancer drugs currently used in clinics. We envision that our approach could help uncover candidate tumor biomarkers to measure a tumor's response to cancer therapy in real time by sampling the tumor throughout the course of treatment.

Mapping of Land Cover with Optical Images, Supervised Algorithms, and Google Earth Engine.

Crops and ecosystems constantly change, and risks are derived from heavy rains, hurricanes, droughts, human activities, climate change, etc. This has caused additional damages with economic and social impacts. Natural phenomena have caused the loss of crop areas, which endangers food security, destruction of the habitat of species of flora and fauna, and flooding of populations, among others. To help in the solution, it is necessary to develop strategies that maximize agricultural production as well as reduce land wear, environmental impact, and contamination of water resources. The generation of crop and land-use maps is advantageous for identifying suitable crop areas and collecting precise information about the produce. In this work, a strategy is proposed to identify and map sorghum and corn crops as well as land use and land cover. Our approach uses Sentinel-2 satellite images, spectral indices for the phenological detection of vegetation and water bodies, and automatic learning methods: support vector machine, random forest, and classification and regression trees. The study area is a tropical agricultural area with water bodies located in southeastern Mexico. The study was carried out from 2017 to 2019, and considering the climate and growing seasons of the site, two seasons were created for each year. Land use was identified as: water bodies, land in recovery, urban areas, sandy areas, and tropical rainforest. The results in overall accuracy were: 0.99% for the support vector machine, 0.95% for the random forest, and 0.92% for classification and regression trees. The kappa index was: 0.99% for the support vector machine, 0.97% for the random forest, and 0.94% for classification and regression trees. The support vector machine obtained the lowest percentage of false positives and margin of error. It also acquired better results in the classification of soil types and identification of crops.