Automating behavioral analysis in neuroscience: Development of an open-source python software for more consistent and reliable results.

BACKGROUND: The application of automated analyses in neuroscience has become a practical approach. With automation, the algorithms and tools employed perform fast and accurate data analysis. It minimizes the inherent errors of manual analysis performed by a human experimenter. It also reduces the time required to analyze a large amount of data and the need for human and financial resources. METHODS: In this work, we describe a protocol for the automated analysis of the Morris Water Maze (MWM) and the Open Field (OF) test using the OpenCV library in Python. This simple protocol tracks mice navigation with high accuracy. RESULTS: In the MWM, both automated and manual analysis revealed similar results regarding the time the mice stayed in the target quadrant (p = 0.109). In the OF test, both automated and manual analysis revealed similar results regarding the time the mice stayed in the center (p = 0.520) and in the border (p = 0.503) of the field. CONCLUSIONS: The automated analysis protocol has several advantages over manual analysis. It saves time, reduces human errors, can be customized, and provides more consistent information about animal behavior during tests. We conclude that the automated protocol described here is reliable and provides consistent behavioral analysis in mice. This automated protocol could lead to deeper insight into behavioral neuroscience.

Sensitivity to camptothecin in Aspergillus nidulans identifies a novel gene, scaA+, related to the cellular DNA damage response.

The anti-cancer drug camptothecin targets eukaryotic DNA topoisomerase I by trapping the covalent complex formed between the catalytically active enzyme and DNA. We are interested in identifying factors, other than topoisomerase I, that are involved in mediating cellular sensitivity to camptothecin. To this end, we have isolated eighteen mutants that are sensitive to camptothecin (sca) in the filamentous fungus Aspergillus nidulans and characterised one of them, sca299. The mutant sca299 is hypersensitive to camptothecin, and sensitive to several different mutagenic agents and to actinomycin D. Using temperature-sensitive mutations in genes that are known to regulate the cell cycle, we showed that the camptothecin sensitivity of the mutant sca299 is not affected by a mitotic block. The abnormal nuclear morphology observed in the sca299 mutant strain suggests that the germlings might be undergoing mitosis in the presence of unrepaired DNA damage, which would result in mitotic catastrophe. The hypersensitivity of the sca299 mutant to camptothecin does not result from elevated levels of topoisomerase I mRNA or from alterations in enzyme activity. Using DNA-mediated complementation of the sca299 mutant phenotype, the scaA+ gene was cloned. This gene encodes a 594-amino acid product; moderate structural similarity suggests that the scaA gene product may be related to the human nibrin gene which encodes a product involved in DNA double-strand break repair. Strains disrupted in the scaA gene were sensitive to the anti-topoisomerase I agent berberine, the DNA crosslinking agents mitomycin C and cis-platinum, and also to t-butyl hydroperoxide, which is an inducer of oxidative stress.

Tagging of genes involved in multidrug resistance in Aspergillus nidulans.

We have used a plasmid containing the Neurospora crassa pyr4 gene to transform an Aspergillus nidulans pyrG89 mutant strain in the presence of Bam-HI, and isolated multidrug-sensitive mutants among the transformants. Using this approach, we hoped to identify genes whose products are important for drug resistance by analyzing gene disruptions that alter the drug sensitivity of the cell. About 1300 transformants isolated following transformation were screened for sensitivity to drugs or various stress agents with different and/or the same mechanism of action. Seventy-seven of these transformants showed sensitivity to at least one drug, while fourteen transformants showed a complex phenotype of sensitivity to different drugs. The pyr4 marker was shown to be tightly linked to the mutant phenotype in only 36% of the pleiotropic mutants analyzed in sexual crosses. Genetic crosses between our multidrug-sensitive transformants and cycloheximide-sensitive and imazalil-resistant mutants of A nidulans were performed to determine whether mutations were present at the same loci. We have shown that the gene imaD that confers resistance to imazalil may also be involved in cycloheximide and hygromycin sensitivity, since this mutation is allelic to scyB (mutant scy290). In addition, the cross between the transformant R223 and the imazalil-resistant mutant ima535 showed that both mutations are in the same complementation group, suggesting that the gene imaG could also be involved in cycloheximide and itraconazole sensitivity.

Isolation and characterisation of cycloheximide-sensitive mutants of Aspergillus nidulans.

Aspergillus nidulans is a non-pathogenic fungus with well-developed genetics which provides an excellent model system for studying different aspects of drug resistance in filamentous fungi. As a preliminary step to characterizing genes that confer pleiotropic drug resistance in Aspergillus, we isolated cycloheximide-sensitive mutants of A. nidulans, which is normally resistant to this drug. The rationale for this approach is to identify genes whose products are important for drug resistance by analysing mutations that alter the resistance/sensitivity status of the cell. Fifteen cycloheximide-sensitive (named scy for sensitive to cycloheximide) mutants of A. nidulans were isolated and genetically characterised. Each scy mutant was crossed with the wild-type strain and five of the crosses gave 50% cycloheximide-sensitive progeny suggesting that they carry a single mutation required for cycloheximide sensitivity. We examined ten scy mutants for resistance/sensitivity to other drugs or stress agents with different and/or the same mechanism of action. Six of these mutants exhibited other altered resistance/sensitivity phenotypes which were linked to the cycloheximide sensitivity. These six mutants were analyzed by pairwise crosses and found to represent six linkage groups, named scyA-F. One of the mutants showed fragmentation of its vacuolar system and, in addition, its growth was osmotic, low-pH, and oxidative-stress sensitive.