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1.
Int J Phytoremediation ; 21(13): 1341-1355, 2019.
Article in English | MEDLINE | ID: mdl-31286792

ABSTRACT

Biology, tolerance, and metal (Pb and Cr) accumulating ability of Gomphrena celosoides were studied under hydroponic conditions. The seedlings were raised in Hoagland's solution containing different concentrations of Pb (0, 500, 1000, 1500, 2000, 3000, 4000, and 5000 mg l-1) and Cr (0, 50, 100, 150, 200, 300, and 400 mg l-1). Biomass and metal accumulation in different plant parts were determined at seven (7) and fourteen (14) days after stress. Antioxidant enzyme activities, protein, and proline contents were estimated in stressed and unstressed plants. Gomphrena celosoides was able to tolerate Pb and Cr concentrations up to 4000 and 100 mg l-1, respectively in hydroponic solution. Metal accumulation was concentration and duration dependent with the highest Pb (21,127.90 and 117,985.29 mg kg-1) and Cr (3130.85 and 2428.90 mg kg-1) in shoot and root, respectively found in the plants exposed to 5000 mg l-1 Pb and 400 mg l-1 Cr for 14 days. Proline, antioxidant enzyme activities, and protein contents were the highest in plant exposed to higher Pb and Cr concentrations for 7 and 14 days. Gomphrena celosoides could be considered as Pb and Cr accumulator with proline and increase in antioxidant enzyme activities being the tolerance mechanisms.


Subject(s)
Chromium , Soil Pollutants , Biodegradation, Environmental , Lead , Nigeria , Plant Roots
2.
PLoS One ; 13(8): e0200730, 2018.
Article in English | MEDLINE | ID: mdl-30169514

ABSTRACT

Translation of radiomics into the clinic may require a more comprehensive understanding of the underlying morphologic tissue characteristics they reflect. In the context of prostate cancer (PCa), some studies have correlated gross histological measurements of gland lumen, epithelium, and nuclei with disease appearance on MRI. Quantitative histomorphometry (QH), like radiomics for radiologic images, is the computer based extraction of features for describing tumor morphology on digitized tissue images. In this work, we attempt to establish the histomorphometric basis for radiomic features for prostate cancer by (1) identifying the radiomic features from T2w MRI most discriminating of low vs. intermediate/high Gleason score, (2) identifying QH features correlated with the most discriminating radiomic features previously identified, and (3) evaluating the discriminative ability of QH features found to be correlated with spatially co-localized radiomic features. On a cohort of 36 patients (23 for training, 13 for validation), Gabor texture features were identified as being most predictive of Gleason grade on MRI (AUC of 0.69) and gland lumen shape features were identified as the most predictive QH features (AUC = 0.75). Our results suggest that the PCa grade discriminability of Gabor features is a consequence of variations in gland shape and morphology at the tissue level.


Subject(s)
Image Interpretation, Computer-Assisted/methods , Magnetic Resonance Imaging/methods , Prostatic Neoplasms/classification , Prostatic Neoplasms/pathology , Humans , Male , Neoplasm Grading , ROC Curve , Reproducibility of Results , Retrospective Studies
3.
Int J Phytoremediation ; 20(3): 237-248, 2018 Feb 23.
Article in English | MEDLINE | ID: mdl-29053366

ABSTRACT

Activities at root-soil interface determine the solubility and uptake of metals by plants. Metal accumulation in plant species (Imperata cylindrical, Cynodon dactylon, Eleucine indica, Gomphrena celosoides, Sporobolus pyramidalis, Chromolaena odorata and Rhynchospora corymbosa) growing on Pb contaminated site as influenced by variations in physico-chemical characteristics, dissolved organic matter (DOM), Pb fractionation and different functional groups (using Fourier Transmittance Infra-red) of rhizospheric and non-rhizospheric soils was assessed. The electrical conductivity (2660-5520 µs) and Pb concentrations (51390.0-64080.0 mg/kg) were more in non-rhizospheric than rhizospheric soils having 276 µs to 3160 µs EC and 3289.0 to 44850.0 mg/kg Pb. More nutrients, DOM and carbohydrates functional groups (C-O; 1100 -1000 and O-H; 3700-3600) were found in rhizospheric compared to non-rhizospheric soils. The pH was slightly acidic (5.0-5.54) and E. indica with the lowest pH (5.0) accumulated highest Pb concentrations in shoot (8030 mg/kg) and root (16380 mg/kg) while C. odorata with highest values of pH, P, Ca and Mg in rhizospheric soil accumulated the least (root; 331.6 and shoot: 209.0 mg/kg). Pb was more in organic and residual fractions of rhizospheric and non-rhizospheric soils respectively. Reduction in pH, EC coupled with nutrients and DOM availability increased Pb uptake by plants.


Subject(s)
Metals, Heavy/analysis , Soil Pollutants/analysis , Biodegradation, Environmental , Lead , Soil
4.
Sci Rep ; 6: 29906, 2016 07 26.
Article in English | MEDLINE | ID: mdl-27457670

ABSTRACT

In applications involving large tissue specimens that have been sectioned into smaller tissue fragments, manual reconstruction of a "pseudo whole-mount" histological section (PWMHS) can facilitate (a) pathological disease annotation, and (b) image registration and correlation with radiological images. We have previously presented a program called HistoStitcher, which allows for more efficient manual reconstruction than general purpose image editing tools (such as Photoshop). However HistoStitcher is still manual and hence can be laborious and subjective, especially when doing large cohort studies. In this work we present AutoStitcher, a novel automated algorithm for reconstructing PWMHSs from digitized tissue fragments. AutoStitcher reconstructs ("stitches") a PWMHS from a set of 4 fragments by optimizing a novel cost function that is domain-inspired to ensure (i) alignment of similar tissue regions, and (ii) contiguity of the prostate boundary. The algorithm achieves computational efficiency by performing reconstruction in a multi-resolution hierarchy. Automated PWMHS reconstruction results (via AutoStitcher) were quantitatively and qualitatively compared to manual reconstructions obtained via HistoStitcher for 113 prostate pathology sections. Distances between corresponding fiducials placed on each of the automated and manual reconstruction results were between 2.7%-3.2%, reflecting their excellent visual similarity.


Subject(s)
Image Interpretation, Computer-Assisted/methods , Pattern Recognition, Automated/methods , Prostate/diagnostic imaging , Radiographic Image Enhancement/methods , Humans , Image Processing, Computer-Assisted , Magnetic Resonance Imaging , Male , Prostate/pathology
5.
J Environ Manage ; 180: 359-65, 2016 Sep 15.
Article in English | MEDLINE | ID: mdl-27257820

ABSTRACT

Mitigation of arsenic (As) pollution is a topical environmental issue of high R&D priority. The present investigation was carried out to isolate As resistant endophytes from the roots of Indian ecotype Pteris vittata and characterize their As transformation and tolerance ability, plant growth promoting characteristics and their role to facilitate As uptake by the plant. A total of 8 root endophytes were isolated from plants grown in As amended soil (25 mg As kg(-1)). These isolates were studied for minimum inhibitory concentration (MIC), arsenite As(III) - arsenate As(V) transformation ability, plant growth promoting (PGP) characteristics through siderophore, indole acetic acid (IAA) production, phosphatase, ACC deaminase activity, and presence of arsenite oxidase (aox) and arsenite transporter (arsB) genes. On the basis of 16S rDNA sequence analysis, these isolates belong to Proteobacteria, Firmicutes and Bacteroidetes families under the genera Bacillus, Enterobacter, Stenotrophomonas and Rhizobium. All isolates were found As tolerant, of which one isolates showed highest tolerance up to 1000 mg L(-1) concentration in SLP medium. Five isolates were IAA positive with highest IAA production up to 60 mg/L and two isolates exhibited siderophore activity. Phosphatase activity was shown by only one isolate while ACC deaminase activity was absent in all the isolates. The As transformation study by silver nitrate test showed that only two strains had dual characteristics of As(III) oxidation and As (V) reduction, four strains exhibited either of the characteristics while other two didn't confirmed any of the two characteristics. Presence of aox gene was detected in two strains and arsB gene in six isolates. The strain with highest As tolerance also showed highest IAA production and occurrence of arsB gene. Present investigation may open up further scope of utilizing these endophytes for up gradation of phytoextraction process.


Subject(s)
Arsenic/metabolism , Biodegradation, Environmental , Endophytes/metabolism , Plant Roots/microbiology , Pteris/microbiology , Soil Pollutants/metabolism , Arsenates/analysis , Arsenates/metabolism , Arsenic/pharmacology , Arsenites/metabolism , Bacillus/genetics , Bacillus/isolation & purification , Bacillus/metabolism , Bacteroidetes/genetics , Bacteroidetes/isolation & purification , Bacteroidetes/metabolism , Endophytes/drug effects , Enterobacter/genetics , Enterobacter/isolation & purification , Enterobacter/metabolism , Firmicutes/genetics , Firmicutes/isolation & purification , Firmicutes/metabolism , Indoleacetic Acids , Microbial Sensitivity Tests , Oxidation-Reduction , Oxidoreductases/metabolism , Plant Development , RNA, Ribosomal, 16S/genetics , Rhizobium/genetics , Rhizobium/isolation & purification , Rhizobium/metabolism , Soil , Stenotrophomonas/genetics , Stenotrophomonas/isolation & purification , Stenotrophomonas/metabolism
6.
Tumour Biol ; 35(2): 1459-65, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24068568

ABSTRACT

Reduced levels of specific microRNA in cancer are frequently reported and associated with attenuated cancer genes and associated pathways. We previously reported a loss of miR-124a in glioblastoma (GBM) patient specimens; however, the upstream causes of this loss are largely unknown. Loss of miR-124a has been attributed to hypermethylation while other studies have shown miR-124a to be regulated by the repressor-element-1-silencing transcription factor (REST, also known as neuron-restrictive silencing factor). This current study looked at both epigenetic and transcription factor regulation as potential mechanisms resulting in the loss of miR-124a expression in GBM patient specimens and cell lines. Hypermethylation of miR-124a was observed in 82 % of GBM patient specimens (n = 56). In vitro miR-124a expression levels also increased after treatment of several patient-derived cell lines with 5-aza-2'-deoxycytidine. Additionally, we also demonstrated a positive interaction between REST activity and miR-124a using a luciferase-binding assay and we correlated the reciprocal expression of REST and miR-124a in our clinical cohort. This result indicates that miR-124a expression may also be modulated through the upstream targeting of REST. Preclinical studies involving inhibitors of REST and treatment with demethylating agents with the intent to increase miR-124a levels could be interesting.


Subject(s)
Brain Neoplasms/genetics , Glioblastoma/genetics , MicroRNAs/genetics , Repressor Proteins/genetics , Aged , Brain Neoplasms/pathology , Cell Line, Tumor , Cell Movement/genetics , Cell Proliferation , DNA Methylation/genetics , Epigenesis, Genetic , Gene Expression Regulation, Neoplastic , Gene Silencing , Glioblastoma/pathology , Humans , Middle Aged
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