A study on giant panda recognition based on images of a large proportion of captive pandas

1. As a highly endangered species, the giant panda (panda) has attracted significant attention in the past decades. Considerable efforts have been put on panda conservation and reproduction, offering the promising outcome of maintaining the population size of pandas. To evaluate the effectiveness of conservation and management strategies, recognizing individual pandas is critical. However, it remains a challenging task because the existing methods, such as traditional tracking method, discrimination method based on footprint identification, and molecular biology method, are invasive, inaccurate, expensive, or challenging to perform. The advances of imaging technologies have led to the wide applications of digital images and videos in panda conservation and management, which makes it possible for individual panda recognition in a noninvasive manner by using image‐based panda face recognition method.
2. In recent years, deep learning has achieved great success in the field of computer vision and pattern recognition. For panda face recognition, a fully automatic deep learning algorithm which consists of a sequence of deep neural networks (DNNs) used for panda face detection, segmentation, alignment, and identity prediction is developed in this study. To develop and evaluate the algorithm, the largest panda image dataset containing 6,441 images from 218 different pandas, which is 39.78% of captive pandas in the world, is established.
3. The algorithm achieved 96.27% accuracy in panda recognition and 100% accuracy in detection.
4. This study shows that panda faces can be used for panda recognition. It enables the use of the cameras installed in their habitat for monitoring their population and behavior. This noninvasive approach is much more cost‐effective than the approaches used in the previous panda surveys.

     

Putative candidate genes for blood pressure control in the SHR.BN-RNO8 congenic substrains

The SHR-Lx congenic strain carrying a differential segment of chromosome 8 of BN and PD origin was recently shown to exhibit a significant decrease in blood pressure as compared to the SHR strain. There were two positional candidate genes for blood pressure control mapped to the differential segment: the rat kidney epithelial potassium channel gene (Kcnj1) and brain dopamine receptor 2 gene (Drd2). Bot these genes were separated into SHR.BN-RNO8 congenic substrains. In this communication, we are presenting the assignment of two further putative candidate genes, which might be involved in blood pressure control to the BN/PD differential segment of the SHR-Lx congenic strain. These are: the gene coding for smooth muscle cell specific protein 22 (Sm22) defined by the D8Mcw1 marker and neuronal nicotinic acetylcholine receptor gene cluster, defined by the D8Bord1 marker. Moreover, the glutamate receptor gene Grik4 which also maps to the differential segment of the SHR-Lx should be taken into account. The genetic separation of all these putative candidate genes of blood pressure control is being performed by recombinations and subsequent selection using (SHR×SHR-Lx) intercross population.     

Physical and functional association of follitropin receptors with cholera toxin-sensitive guanine nucleotide-binding protein

We have previously reported detergent (Triton X-100) solubilization of a follitropin (FSH) receptor-rich fraction from light membranes of bovine testis that responded to exogenous FSH by activation of adenylate cyclase (Dattatreyamurty, B., Schneyer, A., and Reichert, L. E., Jr. (1986) J. Biol. Chem. 261, 13104-13113). Upon gel filtration of the detergent-extract through Sepharose-6B, two fractions were separated. Each specifically bound [3H]guanosine 5'-imidotriphosphate (Gpp(NH)p) and had guaninetriphosphatase (GTPase) activity. Of these, one fraction (6B-Fraction-1) also bound radioiodinated human follitropin (hFSH), indicating a coelution of the nucleotide-binding protein with receptor. The other fraction (6B-Fraction-2) did not contain detectable FSH receptor activity. Several lines of evidence suggest that 6B-Fraction-1 is a complex consisting of FSH receptor and a guanine nucleotide regulatory protein, probably Ns. 1) The GTP-binding and FSH-binding activities of 6B-Fraction-1 were retained by a GTP-affinity column, and their retention by the affinity matrix could be prevented by simultaneous addition of free Gpp(NH)p. 2) When exogenous GTP was added to 6B-Fraction-1, binding of 125I-hFSH was reduced compared to controls lacking exogenous GTP. This effect of GTP was highly specific and noncompetitive, indicating that GTP did not bind to receptor. In addition, the affinity of receptor for FSH was decreased, and the rate and degree of dissociation of bound labeled FSH from receptor were increased in the presence of exogenous GTP, each in concentration-dependent manner. 3) Exposure of 6B-Fraction-1 to higher concentration of Triton X-100 reduced significantly the receptor-associated GTP-binding activity and also rendered the hormone-binding activity insensitive to GTP. 4) Treatment of highly purified testis membranes with cholera toxin plus NAD, but not pertussis toxin plus NAD, eliminated the ability of GTP to modulate the 125I-hFSH binding to receptor. 5) After cholera toxin-induced [32P]ADP-ribosylation of testis membranes, a major peak of radioactivity (presumably Ns) was coeluted with FSH receptor activity from the Sepharose-6B column. These results and the observation that the effect of GTP is noncompetitive at FSH receptor level suggest that FSH binding inhibition and the increased rate of hormone dissociation from receptor were the result of GTP interaction with a guanine nucleotide regulatory protein, probably Ns, which itself was functionally associated with the FSH receptor.(ABSTRACT TRUNCATED AT 400 WORDS)     

Effects of different batches of iodine on properties of I-hFSH and characteristics of radioligand-receptor assays

Radioiodination of highly purified human follicle-stimulating hormone (hFSH) (4000 IU/mg) was performed every other week for 23 weeks using 2 mCi carrier free Na ¹²⁵I (Amersham Corp., 15 mCi/μg I₂) in the presence of lactoperoxidase. Incorporation of ¹²⁵I into hFSH was determined by the method of [7.]Biochem. J. 89, 114). Hormone binding was studied in vitro under steady-state conditions (16 h, 20°C) using different calf testis membrane preparations having similar receptor characteristics. Each ¹²⁵I-hFSH preparation was characterized for maximum bindability, specific activity of bindable radioligand as determined by self-displacement analysis, and by determination of K_a and R_t. Incorporation of ¹²⁵I into FSH was relatively constant over the large number of experiments (62.4 ± 6.4 μCi/μg; n = 23). By comparison, however, specific radioactivity of the receptor bindable fraction of ¹²⁵I-hFSH was related to the lot of ¹²⁵I utilized, and was significantly (P ≤ 0.01) lower and more variable (28.7 ± 10.5 μCi/μg). Maximum bindability of ¹²⁵I-hFSH was not correlated to specific activity (r = 0.06) but was negatively correlated to hFSH ¹²⁵I incorporation (r = −0.47; P ≤ 0.05). These observations demonstrate the need to assess the quality of each batch of radioligand before undertaking radioligand-receptor assays and suggest that differences in Na¹²⁵I lots affect specific radioactivity of the radioligand and its receptor binding characteristics.     

Maturation of locust corpora allata during the reproductive cycle: Effect of reserpine on allatotropic activity,juvenile hormone-III biosynthesis,and oocyte development

Reserpine, at doses of 20–175 μg per g body weight, severely retards oogenesis in newly emerged adult female migratory locusts (Locusta migratoria migratorioides) but does not increase mortality during the first 9 days and only slightly delays somatic growth. Total protein, and hemolymph vitellogenin content particularly, are significantly reduced in reserpine-treated locusts. The synthesis of juvenile hormone III (JH-III) following adult emergence, essential for induction of vitellogenesis and subsequent oogenesis, is dependent on the maturation and activation of the corpora allata (CA). CA of 7- to 8-day-old female locusts, treated with reserpine at day 1 after adult emergence, are only marginally active in vitro and are only slightly stimulated by an allatotropic factor. The basal activity and response of CA from the reserpine-treated locusts resembles that of newly emerged locusts, suggesting that reserpine specifically retards the initial maturation of the locust CA. Recovery of basal CA activity is evident on days 12–13 in reserpine-treated locusts, but responsiveness to the allatotropic factor is not recovered. Starvation of newly emerged females for 3 days and subsequent feeding did not effect ooctye development or CA activity. Cerebral content of the allatotropic factor, assayed on days 7–8, is not reduced by the reserpine treatment.