We present two algorithms to predict the activity of AsCpf1 guide RNAs. Indel frequencies for 15,000 target sequences were used in a deep-learning framework based on a convolutional neural network to train Seq-deepCpf1. We then incorporated chromatin accessibility information to create the better-performing DeepCpf1 algorithm for cell lines for which such information is available and show that both algorithms outperform previous machine learning algorithms on our own and published data sets.

The delivery of safe and effective radical cure for Plasmodium vivax is one of the greatest challenges for achieving malaria elimination from the Asia–Pacific by 2030. During the annual meeting of the Asia Pacific Malaria Elimination Network Vivax Working Group in October 2016, a round table discussion was held to discuss the programmatic issues hindering the widespread use of primaquine (PQ) radical cure. Participants included 73 representatives from 16 partner countries and 33 institutional partners and other research institutes. In this meeting report, the key discussion points are presented and grouped into five themes: (i) current barriers for glucose-6-phosphate deficiency (G6PD) testing prior to PQ radical cure, (ii) necessary properties of G6PD tests for wide scale deployment, (iii) the promotion of G6PD testing, (iv) improving adherence to PQ regimens and (v) the challenges for future tafenoquine (TQ) roll out. Robust point of care (PoC) G6PD tests are needed, which are suitable and cost-effective for clinical settings with limited infrastructure. An affordable and competitive test price is needed, accompanied by sustainable funding for the product with appropriate training of healthcare staff, and robust quality control and assurance processes. In the absence of quantitative PoC G6PD tests, G6PD status can be gauged with qualitative diagnostics, however none of the available tests is currently sensitive enough to guide TQ treatment. TQ introduction will require overcoming additional challenges including the management of severely and intermediately G6PD deficient individuals. Robust strategies are needed to ensure that effective treatment practices can be deployed widely, and these should ensure that the caveats are outweighed by  the benefits of radical cure for both the patients and the community. Widespread access to quality controlled G6PD testing will be critical.

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There are many cause of cholinesterase deficiency, including drugs, liver disease, chronic anemia, malignant states, cardiac failure, severe acute infection, surgical shock, severe burn, collagen disease and vasculitis syndromes. Vasculitis syndromes are relatively rare, and among them, Churg-Strauss syndrome (CSS) is even rarer. We report here on a case of a patient with CSS who underwent endoscopic sinus surgery under general anesthesia.

To establish the proper analgesic method by electroacupuncture (EA) for bovine surgery, the analgesic effect of dorsal and lumbar acupoints, in addition to the combination with dorsal and lumbar acupoints, were investigated in the present study. Four Korean native cattle (two males and two females) and 24 Holstein-Friesian cattle (all females) were used. The experimental animals were divided into four groups according to used acupoints: dorsal acupoint group (Tian Ping [GV-20] and Bai Hui [GV-5]: 7 heads), lumbar acupoint group (Yap Pang 1 [BL-21], Yao Pang 2 [BL-23], Yao Pang 3 [BL-24] and Yao Pang 4 [BL-25]; 5 heads), dorsal-lumbar acupoint group (Yao Pang 1 [BL-21], Yao Pang 2 [BL-23], Yao Pang 3 [BL-24] and Bai Hui [GV-5]; 8 heads) and control group (non-acupoints, the last intercostals space and the femoral area; 3 heads). The acupoints were stimulated with currents of 2-6 V (30 Hz) in dorsal acupoint group, 0.5-2.0 V (30 Hz) in lumbar acupoint group and 0.3-2.5 V (30 Hz) in dorsal-lumbar acupoint group. Recumbency time was 10 seconds to 1 minute (except one case) and induction time of analgesia was approximately 1 to 6 minutes in dorsal acupoint group. Analgesic effect was systemic, including the extremities in dorsal acupoint group. During the EA, the consciousness was evident and blepharo-reaction was still present under EA in dorsal acupoint group. During the surgery, grades of analgesic effect were 6 excellent (6/7, 87.5%) and 1 good (1/7, 14.3%). In addition, induction time for analgesia was about 10 minutes in both lumbar and dorsal-lumbar acupoint groups. Analgesic areas were found in abdominal areas from the last intercostal spaces to the femoral areas, except lower abdomen in lumbar and lumbar-dorsal acupoint groups. The consciousness was evident and standing position was maintained during EA stimulation in contrast to that of dorsal excellent (1/5, 20.0%), 3 good (3/5, 60.0%) and 1 poor (1/5, 20.0%) in the lumbar acupoint group. Additionally, grades of analgesic effect were 4 excellent (4/8, 50.0%), 3 good (3/8, 37.5%) and 1 poor (1/8, 12.5%). On the other hand, pain was present and analgesia was not accomplished under EA stimulation in control group. In conclusion, analgesia by EA was effective with decreasing order of dorsal acupoint > dorsal-lumbar acupoint > lumbar acupoint among groups. It was considered that dorsal acupoint group might be useful for operation with recumbent position, and lumbar and dorsal-lumbar acupoint groups might be proper for operation with standing position.