Thermophiles can produce cellulosic ethanol at a high temperature where ethanol is directly distillated from fermentation, and biodegradation of lignocellulose can be simultaneously achieved when these thermophiles carry and express cellulase and hemicellulase genes. The simultaneous biodegradation, fermentation and distillation, a three-in-one process, can result in low production costs of cellulosic ethanol. We reviewed the advances and challenges in the approach to the three-in-one process, which refer to lignocellulases, regulation mechanisms, and genetic transfer systems.
Bacteria ; genetics ; metabolism ; Cellulose ; metabolism ; Ethanol ; metabolism ; Fermentation ; Hot Temperature ; Thermoanaerobacterium ; metabolism

The diverse thermophilic strains of Thermoanaerobacter, serving as unique platforms with a broad range of application in biofuels and chemicals, have received wide attention from scholars and practitioners. Although biochemical experiments and genome sequences have been reported for a variety of Thermoanaerobacter strains, an efficient genetic manipulation system remains to be established for revealing the biosynthetic pathways of Thermoanaerobacter. In line with this demand, the clustered regularly interspaced short palindromic repeat (CRISPR)/CRISPR-associated (Cas) systems for editing, regulating and targeting genomes have been well developed in thermophiles. Here, we reviewed and discussed the current status, associated challenges, and future perspectives of the construction of thermostable CRISPR/Cas9 genome editing systems for some representative Thermoanaerobacter species. The establishment, optimization, and application of thermostable CRISPR/Cas genome editing systems would potentially provide a foundation for further genetic modification of thermophilic bacteria.
Bacteria/genetics* ; CRISPR-Cas Systems/genetics* ; Gene Editing ; Genome

There are some limitations in the localization of epileptogenic zone commonly used by human eyes to identify abnormal discharges of intracranial electroencephalography in epilepsy. However, at present, the accuracy of the localization of epileptogenic zone by extracting intracranial electroencephalography features needs to be further improved. As a new method using dynamic network model, neural fragility has potential application value in the localization of epileptogenic zone. In this paper, the neural fragility analysis method was used to analyze the stereoelectroencephalography signals of 35 seizures in 20 patients, and then the epileptogenic zone electrodes were classified using the random forest model, and the classification results were compared with the time-frequency characteristics of six different frequency bands extracted by short-time Fourier transform. The results showed that the area under curve (AUC) of epileptic focus electrodes based on time-frequency analysis was 0.870 (delta) to 0.956 (high gamma), and its classification accuracy increased with the increase of frequency band, while the AUC by using neural fragility could reach 0.957. After fusing the neural fragility and the time-frequency characteristics of the γ and high γ band, the AUC could be further increased to 0.969, which was improved on the original basis. This paper verifies the effectiveness of neural fragility in identifying epileptogenic zone, and provides a theoretical reference for its further clinical application.
Humans ; Electroencephalography/methods* ; Epilepsy/diagnosis* ; Seizures ; Stereotaxic Techniques