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1.
Sci Rep ; 10(1): 8729, 2020 05 26.
Article in English | MEDLINE | ID: mdl-32457411

ABSTRACT

Automated lifespan determination for C. elegans cultured in standard Petri dishes is challenging. Problems include occlusions of Petri dish edges, aggregation of worms, and accumulation of dirt (dust spots on lids) during assays, etc. This work presents a protocol for a lifespan assay, with two image-processing pipelines applied to different plate zones, and a new data post-processing method to solve the aforementioned problems. Specifically, certain steps in the culture protocol were taken to alleviate aggregation, occlusions, contamination, and condensation problems. This method is based on an active illumination system and facilitates automated image sequence analysis, does not need human threshold adjustments, and simplifies the techniques required to extract lifespan curves. In addition, two image-processing pipelines, applied to different plate zones, were employed for automated lifespan determination. The first image-processing pipeline was applied to a wall zone and used only pixel level information because worm size or shape features were unavailable in this zone. However, the second image-processing pipeline, applied to the plate centre, fused information at worm and pixel levels. Simple death event detection was used to automatically obtain lifespan curves from the image sequences that were captured once daily throughout the assay. Finally, a new post-processing method was applied to the extracted lifespan curves to filter errors. The experimental results showed that the errors in automated counting of live worms followed the Gaussian distribution with a mean of 2.91% and a standard deviation of ±12.73% per Petri plate. Post-processing reduced this error to 0.54 ± 8.18% per plate. The automated survival curve incurred an error of 4.62 ± 2.01%, while the post-process method reduced the lifespan curve error to approximately 2.24 ± 0.55%.


Subject(s)
Caenorhabditis elegans/physiology , Image Processing, Computer-Assisted/methods , Animals , Longevity , Normal Distribution , Pattern Recognition, Automated
2.
Acta Derm Venereol ; 99(12): 1078-1084, 2019 Nov 01.
Article in English | MEDLINE | ID: mdl-31453631

ABSTRACT

The aim of this 12-week randomized, double-blind, placebo-controlled trial was to determine the efficacy and safety of a probiotic mixture in the reduction of psoriasis severity. Ninety 18-70-year-old adults with plaque psoriasis were randomized into probiotic and placebo groups. At 12-week follow-up, 66.7% of patients in the probiotic group and 41.9% in the placebo group showed a reduction in Psoriasis Area and Severity Index of up to 75% (p < 0.05). A clinically relevant difference was observed in Physician Global Assessment index: 48.9% in the probiotic group achieved a score of 0 or 1, compared with 30.2% in the placebo group. The results of follow-up 6 months after the end of the study showed a lower risk of relapse after the intake of the probiotic mixture. Analysis of gut microbiota confirmed the efficacy of the probiotic in modulation of the microbiota composition.


Subject(s)
Gastrointestinal Microbiome , Probiotics/administration & dosage , Psoriasis/therapy , Administration, Oral , Adolescent , Adult , Aged , Double-Blind Method , Female , Humans , Male , Middle Aged , Probiotics/adverse effects , Psoriasis/diagnosis , Psoriasis/immunology , Psoriasis/microbiology , Recurrence , Remission Induction , Spain , Time Factors , Treatment Outcome , Young Adult
3.
PLoS One ; 14(4): e0215548, 2019.
Article in English | MEDLINE | ID: mdl-30990857

ABSTRACT

Lifespan and healthspan machines can undergo C. elegans image segmentation errors due to changes in lighting conditions, which produce non-uniform images. Most C. elegans monitoring machines use backlight techniques based on the transparency of both the container and media. Backlight illumination obtains high-contrast images with dark C. elegans and a bright background. However, changes in illumination or media transparency conditions can produce non-uniform images, which are currently alleviated by image processing techniques. Besides, these machines should avoid C. elegans exposure to light as much as possible because light stresses worms, and can even affect their lifespan, mainly when using (1) long exposure times, (2) high intensities or (3) wavelengths that come close to ultraviolet. However, if short exposure of worms to light is required for visual monitoring, then light can also be used as a movement stimulus. In this paper, an active backlight method is analysed. The proposed method consists of controlling the light intensities and wavelengths of an illumination dots matrix with PID regulators. These regulators adapt illumination to some changing conditions. The experimental results shows that this method simplifies the image segmentation problem because it is able to automatically compensate not only changes in media transparency throughout assay days, but also changes in ambient conditions, such as smooth condensation on the lid and light derivatives of the illumination source during its lifetime. In addition, the strategic application of wavelengths could be adapted for the requirements of each assay. For instance, a specific control strategy has been proposed to minimise stress to worms and trying to stimulate C. elegans movement in lifespan assays.


Subject(s)
Automation, Laboratory , Caenorhabditis elegans/growth & development , Light , Lighting , Locomotion , Longevity , Animals
4.
JAMA Dermatol ; 154(1): 37-43, 2018 01 01.
Article in English | MEDLINE | ID: mdl-29117309

ABSTRACT

Importance: Oral intake of new probiotic formulations may improve the course of atopic dermatitis (AD) in a young population. Objective: To determine whether a mixture of oral probiotics is safe and effective in the treatment of AD symptoms and to evaluate its influence on the use of topical steroids in a young population. Design, Setting, and Participants: A 12-week randomized, double-blind, placebo-controlled intervention trial, from March to June 2016, at the outpatient hospital Centro Dermatológico Estético de Alicante, Alicante, Spain. Observers were blinded to patient groupings. Participants were children aged 4 to 17 years with moderate atopic dermatitis. The groups were stratified and block randomized according to sex, age, and age of onset. Patients were ineligible if they had used systemic immunosuppressive drugs in the previous 3 months or antibiotics in the previous 2 weeks or had a concomitant diagnosis of intestinal bowel disease or signs of bacterial infection. Interventions: Twelve weeks with a daily capsule containing freeze-dried powder with 109 total colony-forming units of the probiotic strains Bifidobacterium lactis CECT 8145, B longum CECT 7347, and Lactobacillus casei CECT 9104 and maltodextrin as a carrier, or placebo (maltodextrin-only capsules). Main Outcomes and Measures: SCORAD index score and days of topical steroid use were analyzed. Results: Fifty children (26 [50%] female; mean [SD] age, 9.2 [3.7] years) participated. After 12 weeks of follow-up, the mean reduction in the SCORAD index in the probiotic group was 19.2 points greater than in the control group (mean difference, -19.2; 95% CI, -15.0 to -23.4). In relative terms, we observed a change of -83% (95% CI, -95% to -70%) in the probiotic group and -24% (95% CI, -36% to -11%) in the placebo group (P < .001). We found a significant reduction in the use of topical steroids to treat flares in the probiotic arm (161 of 2084 patient-days [7.7%]) compared with the control arm (220 of 2032 patient-days [10.8%]; odds ratio, 0.63; 95% CI, 0.51 to 0.78). Conclusions and Relevance: The mixture of probiotics was effective in reducing SCORAD index and reducing the use of topical steroids in patients with moderate AD. Trial Registration: clinicaltrials.gov Identifier: NCT02585986.


Subject(s)
Dermatitis, Atopic/diagnosis , Dermatitis, Atopic/drug therapy , Probiotics/administration & dosage , Steroids/therapeutic use , Administration, Oral , Administration, Topical , Adolescent , Age Factors , Child , Child, Preschool , Double-Blind Method , Drug Therapy, Combination , Female , Humans , Linear Models , Male , Prognosis , Severity of Illness Index , Spain , Treatment Outcome
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