RESUMO
Increasing soil organic carbon (SOC) can improve the capacity of agricultural systems to both adapt to and mitigate climate change. Despite its importance, the current understanding of the magnitude or even the direction of SOC change in agricultural landscapes is limited. While changes in land use/land cover (LULC) and climate are among the main drivers of changes in SOC, their relative importance for the spatiotemporal assessment of SOC is unclear. This study evaluated LULC and SOC dynamics using archived and recent soil samples, remote sensing, and digital soil mapping in the Lower Fraser Valley of British Columbia, Canada. We combined both pixel- and object-based analysis of Landsat satellite imagery to assess LULC changes from 1984 to 2018. We achieved an overall accuracy of 81% and kappa coefficient of 0.77 for LULC classification using a random forest model. For predicting SOC for the same time period, we applied soil and vegetation indices derived from Landsat images, topographic indices, historic soil survey variables, and climate data in a random forest model. The SOC prediction of 2018 resulted in a coefficient of determination (R2) of 0.67, concordance correlation coefficient (CCC) of 0.76, and normalized root mean square error (nRMSE) of 0.12. For 1984, the SOC prediction accuracies were 0.46, 0.58, and 0.18 for R2, CCC, and nRMSE, respectively. We detected SOC loss in 61%, gain in 12%, while 27% remained unchanged across the study area. Although we detected large losses of SOC due to LULC change, the majority of the SOC losses across the landscape were attributed to areas that were remained in the same type of agricultural production since 1984. Climate variability did not, however, have a strong effect on SOC changes. These results can inform decision making in the study area to support sustainable LULC management for enhancing SOC sequestration.
RESUMO
Vinblastine (VLB) previously has been shown to perturb tumor blood flow, but the effect of these perturbations on tissue oxygenation is not known. The recent development of electron paramagnetic resonance (EPR) oximetry now has made it feasible to measure the effects of changes of perfusion on the pO(2) in tumors and normal tissues as a function of time and dose. We measured changes in tumor perfusion by Patent blue staining, tumor blood volume and microvascular permeability by contrast-enhanced magnetic resonance imaging, and tumor oxygenation by EPR in s.c. SA-1 murine tumors. We found that treatment with VLB induced dose-dependent reduction in tumor perfusion. One hour after i.p. treatment of mice with 2.5 mg/kg VLB, tumor perfusion was reduced to 20% of the pretreatment value and returned to close to original values within 48 h. A transient tumor blood flow-modifying effect of VLB was demonstrated also by contrast-enhanced magnetic resonance imaging; reduction of tumor blood volume and microvascular permeability was found. Reduced tumor oxygenation was found as measured by EPR oximetry, with the same time course of changes in tumor blood flow. Tumor oxygenation was reduced to 50% of pretreatment value 1 h after the treatment with 2.5 mg/kg VLB and returned to pretreatment levels within 24 h after the treatment. Although the directions of the changes in perfusion and oxygenation were similar, they were quantitatively different. Reduction in oxygenation of normal tissues, muscle, and subcutis also occurred but was smaller and returned to pretreatment values more quickly compared to the changes induced in the tumors. In conclusion, the present study demonstrates that VLB causes a profound reduction in tumor blood flow and oxygenation, which may have implications in controlling side effects of therapy and the planning of combined treatment with VLB, either with other chemotherapeutic drugs or with radiotherapy.
Assuntos
Antineoplásicos Fitogênicos/farmacologia , Neoplasias Experimentais/irrigação sanguínea , Oxigênio/metabolismo , Vimblastina/farmacologia , Animais , Meios de Contraste , Relação Dose-Resposta a Droga , Espectroscopia de Ressonância de Spin Eletrônica , Feminino , Fibrossarcoma/irrigação sanguínea , Fibrossarcoma/tratamento farmacológico , Fibrossarcoma/metabolismo , Imageamento por Ressonância Magnética , Masculino , Camundongos , Camundongos Endogâmicos A , Neoplasias Experimentais/tratamento farmacológico , Neoplasias Experimentais/metabolismo , Oxigênio/sangueRESUMO
The development of formulations, which increase skin oxygenation and of methods for measuring oxygen levels in skin are important for dealing with processes affected by the level of oxygen, e.g., rate of healing and efficiency of radiation oncology. In this study we have investigated the role of carriers on the efficacy of benzyl nicotinate (BN) action in skin after dermal application in different formulations by EPR oximetry in vivo. The time course of pO2 in the skin after application of rubefacient is followed directly for the first time. The results obtained proved the applicability of in vivo EPR oximetry as a sensitive method by which small alterations in pO2 can be detected. We have found that the type of vehicle significantly influences the time when BN starts to act, the duration of its action, and the maximal increase in pO2. The ranking of vehicle efficiency was: lipid nanoparticles in hydrophilic gel>liposomes in hydrophilic gel>hydrophilic gel>hydrophobic ointment>hydrophobic cream. Primarily the semi-solid vehicle determines the lag-time of action, but the maximal oxygen level is influenced decisively by the particulate carrier systems. BN effectiveness was dose dependent. 2.5% w/w concentration of BN appears to be the most appropriate for therapeutic application. After repeated application a successive increase of pO2 base line in skin and of the maximal pO2 was noticed.
Assuntos
Ácidos Nicotínicos/administração & dosagem , Oxigênio/metabolismo , Pele/metabolismo , Administração Cutânea , Animais , Espectroscopia de Ressonância de Spin Eletrônica , Feminino , Camundongos , Camundongos Endogâmicos BALB C , Ácidos Nicotínicos/farmacocinética , Oximetria , Oxigênio/análiseRESUMO
Electrochemotherapy is an antitumour treatment that utilises locally delivered electric pulses to increase cytotoxicity of chemotherapeutic drugs. Besides increased drug delivery, application of electric pulses affects tumour blood flow. The aim of this study was to determine tumour blood flow modifying effects of electrochemotherapy with cisplatin, its effects on tumour oxygenation and to determine their relation to antitumour effectiveness. Electrochemotherapy of SA-1 subcutaneous tumours was performed by application of electric pulses to the tumours, following administration of cisplatin. Tumour blood flow modifying effects of electrochemotherapy were determined by measurement of tumour perfusion using the Patent blue staining technique, determination of tumour blood volume, and microvascular permeability using contrast enhanced magnetic resonance imaging, and tumour oxygenation using electron paramagnetic resonance oximetry. Antitumour effectiveness was determined by tumour growth delay and the extent of tumour necrosis and apoptosis. Tumour treatment by electrochemotherapy induced 9.4 days tumour growth delay. Tumour blood flow was reduced instantaneously and persisted for several days. This reduction in tumour blood flow was reflected in reduced tumour oxygenation. The maximal reduction in partial oxygen pressure (pO2) levels was observed at 2 h after the treatment, with steady recovery to the pretreatment level within 48 h. The reduced tumour blood flow and oxygenation correlated well with the extent of tumour necrosis and tumour cells apoptosis induced by electrochemotherapy with cisplatin. Therefore, the data indicate that antitumour effectiveness of electrochemotherapy is not only due to increased cytotoxicity of cisplatin due to electroporation of tumour cells, but also due to anti-vascular effect of electrochemotherapy, which resulted in reduced tumour blood flow and oxygenation.