<?xml version="1.0" encoding="UTF-8"?><xml><records><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Dastager, Syed Gulam</style></author><author><style face="normal" font="default" size="100%">Damare, Samir</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Marine actinobacteria showing phosphate-solubilizing efficiency in Chorao Island, Goa, India</style></title><secondary-title><style face="normal" font="default" size="100%">Current Microbiology</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2013</style></year><pub-dates><date><style  face="normal" font="default" size="100%">MAY</style></date></pub-dates></dates><number><style face="normal" font="default" size="100%">5</style></number><publisher><style face="normal" font="default" size="100%">SPRINGER</style></publisher><pub-location><style face="normal" font="default" size="100%">233 SPRING ST, NEW YORK, NY 10013 USA</style></pub-location><volume><style face="normal" font="default" size="100%">66</style></volume><pages><style face="normal" font="default" size="100%">421-427</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p&gt;The occurrence and distribution of an actinobacteria group of bacteria capable of dissolving insoluble phosphates were investigated in this study in marine environments, especially in sediments of Chorao Island, Goa Province, India. A total of 200 bacterial isolates of actinobacteria was isolated. All isolates were screened for phosphate-solubilizing activity on Pikovskaya's agar. Thirteen different isolates exhibiting maximum formation of halos (zone of solubilization) around the bacterial colonies were selected for quantitative estimations of P-solubilization. Quantitative estimations for P-solubilization were analyzed for up to 10 days at intervals of 24 h. Maximum solubilization from 89.3 +/- A 3.1 to 164.1 +/- A 4.1 mu g ml(-1) was observed after 6 days of incubation in six of all isolates, while the isolate NII-1020 showed maximum P-solubilization. The increase in solubilization coincided with the drop in pH. Many of these species showed wide range of tolerance to temperature, pH, and salt concentrations. Further, 16S rRNA gene sequence analyses were carried to identify the bacterial groups which are actively solubilized phosphate in vitro. Gene sequencing results reveal that all isolates were clustered into six different actinobacterial genera: Streptomyces, Microbacterium, Angustibacter, Kocuria, Isoptericola, and Agromyces. The presence of phosphate-solubilizing microorganisms and their ability to solubilize phosphate were indicative of the important role played by bacteria in the biogeochemical cycle of phosphorus and the plant growth in coastal ecosystems.&lt;/p&gt;</style></abstract><issue><style face="normal" font="default" size="100%">5</style></issue><work-type><style face="normal" font="default" size="100%">Article</style></work-type><custom3><style face="normal" font="default" size="100%">Foreign</style></custom3><custom4><style face="normal" font="default" size="100%">1.359</style></custom4></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Singh, Prateek</style></author><author><style face="normal" font="default" size="100%">Ujjainiya, Rajat</style></author><author><style face="normal" font="default" size="100%">Prakash, Satyartha</style></author><author><style face="normal" font="default" size="100%">Naushin, Salwa</style></author><author><style face="normal" font="default" size="100%">Sardana, Viren</style></author><author><style face="normal" font="default" size="100%">Bhatheja, Nitin</style></author><author><style face="normal" font="default" size="100%">Singh, Ajay Pratap</style></author><author><style face="normal" font="default" size="100%">Barman, Joydeb</style></author><author><style face="normal" font="default" size="100%">Kumar, Kartik</style></author><author><style face="normal" font="default" size="100%">Gayali, Saurabh</style></author><author><style face="normal" font="default" size="100%">Khan, Raju</style></author><author><style face="normal" font="default" size="100%">Rawat, Birendra Singh</style></author><author><style face="normal" font="default" size="100%">Tallapaka, Karthik Bharadwaj</style></author><author><style face="normal" font="default" size="100%">Anumalla, Mahesh</style></author><author><style face="normal" font="default" size="100%">Lahiri, Amit</style></author><author><style face="normal" font="default" size="100%">Kar, Susanta</style></author><author><style face="normal" font="default" size="100%">Bhosale, Vivek</style></author><author><style face="normal" font="default" size="100%">Srivastava, Mrigank</style></author><author><style face="normal" font="default" size="100%">Mugale, Madhav Nilakanth</style></author><author><style face="normal" font="default" size="100%">Pandey, C. P.</style></author><author><style face="normal" font="default" size="100%">Khan, Shaziya</style></author><author><style face="normal" font="default" size="100%">Katiyar, Shivani</style></author><author><style face="normal" font="default" size="100%">Raj, Desh</style></author><author><style face="normal" font="default" size="100%">Ishteyaque, Sharmeen</style></author><author><style face="normal" font="default" size="100%">Khanka, Sonu</style></author><author><style face="normal" font="default" size="100%">Rani, Ankita</style></author><author><style face="normal" font="default" size="100%">Promila</style></author><author><style face="normal" font="default" size="100%">Sharma, Jyotsna</style></author><author><style face="normal" font="default" size="100%">Seth, Anuradha</style></author><author><style face="normal" font="default" size="100%">Dutta, Mukul</style></author><author><style face="normal" font="default" size="100%">Saurabh, Nishant</style></author><author><style face="normal" font="default" size="100%">Veerapandian, Murugan</style></author><author><style face="normal" font="default" size="100%">Venkatachalam, Ganesh</style></author><author><style face="normal" font="default" size="100%">Bansal, Deepak</style></author><author><style face="normal" font="default" size="100%">Gupta, Dinesh</style></author><author><style face="normal" font="default" size="100%">Halami, Prakash M.</style></author><author><style face="normal" font="default" size="100%">Peddha, Muthukumar Serva</style></author><author><style face="normal" font="default" size="100%">Veeranna, Ravindra P.</style></author><author><style face="normal" font="default" size="100%">Pal, Anirban</style></author><author><style face="normal" font="default" size="100%">Singh, Ranvijay Kumar</style></author><author><style face="normal" font="default" size="100%">Anandasadagopan, Suresh Kumar</style></author><author><style face="normal" font="default" size="100%">Karuppanan, Parimala</style></author><author><style face="normal" font="default" size="100%">Rahman, Syed Nasar</style></author><author><style face="normal" font="default" size="100%">Selvakumar, Gopika</style></author><author><style face="normal" font="default" size="100%">Venkatesan, Subramanian</style></author><author><style face="normal" font="default" size="100%">Karmakar, Malay Kumar</style></author><author><style face="normal" font="default" size="100%">Sardana, Harish Kumar</style></author><author><style face="normal" font="default" size="100%">Kothari, Anamika</style></author><author><style face="normal" font="default" size="100%">Parihar, Devendra Singh</style></author><author><style face="normal" font="default" size="100%">Thakur, Anupma</style></author><author><style face="normal" font="default" size="100%">Saifi, Anas</style></author><author><style face="normal" font="default" size="100%">Gupta, Naman</style></author><author><style face="normal" font="default" size="100%">Singh, Yogita</style></author><author><style face="normal" font="default" size="100%">Reddu, Ritu</style></author><author><style face="normal" font="default" size="100%">Gautam, Rizul</style></author><author><style face="normal" font="default" size="100%">Mishra, Anuj</style></author><author><style face="normal" font="default" size="100%">Mishra, Avinash</style></author><author><style face="normal" font="default" size="100%">Gogeri, Iranna</style></author><author><style face="normal" font="default" size="100%">Rayasam, Geethavani</style></author><author><style face="normal" font="default" size="100%">Padwad, Yogendra</style></author><author><style face="normal" font="default" size="100%">Patial, Vikram</style></author><author><style face="normal" font="default" size="100%">Hallan, Vipin</style></author><author><style face="normal" font="default" size="100%">Singh, Damanpreet</style></author><author><style face="normal" font="default" size="100%">Tirpude, Narendra</style></author><author><style face="normal" font="default" size="100%">Chakrabarti, Partha</style></author><author><style face="normal" font="default" size="100%">Maity, Sujay Krishna</style></author><author><style face="normal" font="default" size="100%">Ganguly, Dipyaman</style></author><author><style face="normal" font="default" size="100%">Sistla, Ramakrishna</style></author><author><style face="normal" font="default" size="100%">Balthu, Narender Kumar</style></author><author><style face="normal" font="default" size="100%">Kumar, Kiran A.</style></author><author><style face="normal" font="default" size="100%">Ranjith, Siva</style></author><author><style face="normal" font="default" size="100%">Kumar, B. Vijay</style></author><author><style face="normal" font="default" size="100%">Jamwal, Piyush Singh</style></author><author><style face="normal" font="default" size="100%">Wali, Anshu</style></author><author><style face="normal" font="default" size="100%">Ahmed, Sajad</style></author><author><style face="normal" font="default" size="100%">Chouhan, Rekha</style></author><author><style face="normal" font="default" size="100%">Gandhi, Sumit G.</style></author><author><style face="normal" font="default" size="100%">Sharma, Nancy</style></author><author><style face="normal" font="default" size="100%">Rai, Garima</style></author><author><style face="normal" font="default" size="100%">Irshad, Faisal</style></author><author><style face="normal" font="default" size="100%">Jamwal, Vijay Lakshmi</style></author><author><style face="normal" font="default" size="100%">Paddar, Masroor Ahmad</style></author><author><style face="normal" font="default" size="100%">Khan, Sameer Ullah</style></author><author><style face="normal" font="default" size="100%">Malik, Fayaz</style></author><author><style face="normal" font="default" size="100%">Ghosh, Debashish</style></author><author><style face="normal" font="default" size="100%">Thakkar, Ghanshyam</style></author><author><style face="normal" font="default" size="100%">Barik, S. K.</style></author><author><style face="normal" font="default" size="100%">Tripathi, Prabhanshu</style></author><author><style face="normal" font="default" size="100%">Satija, Yatendra Kumar</style></author><author><style face="normal" font="default" size="100%">Mohanty, Sneha</style></author><author><style face="normal" font="default" size="100%">Khan, Md Tauseef</style></author><author><style face="normal" font="default" size="100%">Subudhi, Umakanta</style></author><author><style face="normal" font="default" size="100%">Sen, Pradip</style></author><author><style face="normal" font="default" size="100%">Kumar, Rashmi</style></author><author><style face="normal" font="default" size="100%">Bhardwaj, Anshu</style></author><author><style face="normal" font="default" size="100%">Gupta, Pawan</style></author><author><style face="normal" font="default" size="100%">Sharma, Deepak</style></author><author><style face="normal" font="default" size="100%">Tuli, Amit</style></author><author><style face="normal" font="default" size="100%">Chaudhuri, Saumya Ray</style></author><author><style face="normal" font="default" size="100%">Krishnamurthi, Srinivasan</style></author><author><style face="normal" font="default" size="100%">Prakash, L.</style></author><author><style face="normal" font="default" size="100%">Rao, V. Ch</style></author><author><style face="normal" font="default" size="100%">Singh, B. N.</style></author><author><style face="normal" font="default" size="100%">Chaurasiya, Arvindkumar</style></author><author><style face="normal" font="default" size="100%">Chaurasiya, Meera</style></author><author><style face="normal" font="default" size="100%">Bhadange, Mayuri</style></author><author><style face="normal" font="default" size="100%">Likhitkar, Bhagyashree</style></author><author><style face="normal" font="default" size="100%">Mohite, Sharada</style></author><author><style face="normal" font="default" size="100%">Patil, Yogita</style></author><author><style face="normal" font="default" size="100%">Kulkarni, Mahesh</style></author><author><style face="normal" font="default" size="100%">Joshi, Rakesh</style></author><author><style face="normal" font="default" size="100%">Pandya, Vaibhav</style></author><author><style face="normal" font="default" size="100%">Mahajan, Sachin</style></author><author><style face="normal" font="default" size="100%">Patil, Amita</style></author><author><style face="normal" font="default" size="100%">Samson, Rachel</style></author><author><style face="normal" font="default" size="100%">Vare, Tejas</style></author><author><style face="normal" font="default" size="100%">Dharne, Mahesh</style></author><author><style face="normal" font="default" size="100%">Giri, Ashok</style></author><author><style face="normal" font="default" size="100%">Mahajan, Sachin</style></author><author><style face="normal" font="default" size="100%">Paranjape, Shilpa</style></author><author><style face="normal" font="default" size="100%">Sastry, G. Narahari</style></author><author><style face="normal" font="default" size="100%">Kalita, Jatin</style></author><author><style face="normal" font="default" size="100%">Phukan, Tridip</style></author><author><style face="normal" font="default" size="100%">Manna, Prasenjit</style></author><author><style face="normal" font="default" size="100%">Romi, Wahengbam</style></author><author><style face="normal" font="default" size="100%">Bharali, Pankaj</style></author><author><style face="normal" font="default" size="100%">Ozah, Dibyajyoti</style></author><author><style face="normal" font="default" size="100%">Sahu, RaviKumar</style></author><author><style face="normal" font="default" size="100%">Dutta, Prachurjya</style></author><author><style face="normal" font="default" size="100%">Singh, Moirangthem Goutam</style></author><author><style face="normal" font="default" size="100%">Gogoi, Gayatri</style></author><author><style face="normal" font="default" size="100%">Tapadar, Yasmin Begam</style></author><author><style face="normal" font="default" size="100%">Babu, Elapavalooru V. S. S. K.</style></author><author><style face="normal" font="default" size="100%">Sukumaran, Rajeev K.</style></author><author><style face="normal" font="default" size="100%">Nair, Aishwarya R.</style></author><author><style face="normal" font="default" size="100%">Puthiyamadam, Anoop</style></author><author><style face="normal" font="default" size="100%">Valappil, Prajeesh Kooloth</style></author><author><style face="normal" font="default" size="100%">Prasannakumari, Adrash Velayudhan Pillai</style></author><author><style face="normal" font="default" size="100%">Chodankar, Kalpana</style></author><author><style face="normal" font="default" size="100%">Damare, Samir</style></author><author><style face="normal" font="default" size="100%">Agrawal, Ved Varun</style></author><author><style face="normal" font="default" size="100%">Chaudhary, Kumardeep</style></author><author><style face="normal" font="default" size="100%">Agrawal, Anurag</style></author><author><style face="normal" font="default" size="100%">Sengupta, Shantanu</style></author><author><style face="normal" font="default" size="100%">Dash, Debasis</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Machine learning-based approach to determine infection status in recipients of BBV152 (Covaxin) whole-virion inactivated SARS-CoV-2 vaccine for serological surveys</style></title><secondary-title><style face="normal" font="default" size="100%">Computers in Biology and Medicine</style></secondary-title></titles><keywords><keyword><style  face="normal" font="default" size="100%">BBV152</style></keyword><keyword><style  face="normal" font="default" size="100%">Covaxin</style></keyword><keyword><style  face="normal" font="default" size="100%">COVID-19</style></keyword><keyword><style  face="normal" font="default" size="100%">Ensemble methods</style></keyword><keyword><style  face="normal" font="default" size="100%">Infection</style></keyword><keyword><style  face="normal" font="default" size="100%">machine learning</style></keyword><keyword><style  face="normal" font="default" size="100%">SARS-CoV-2</style></keyword></keywords><dates><year><style  face="normal" font="default" size="100%">2022</style></year><pub-dates><date><style  face="normal" font="default" size="100%">JUL</style></date></pub-dates></dates><volume><style face="normal" font="default" size="100%">146</style></volume><pages><style face="normal" font="default" size="100%">105419</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p&gt;Data science has been an invaluable part of the COVID-19 pandemic response with multiple applications, ranging from tracking viral evolution to understanding the vaccine effectiveness. Asymptomatic breakthrough infections have been a major problem in assessing vaccine effectiveness in populations globally. Serological discrimination of vaccine response from infection has so far been limited to Spike protein vaccines since whole virion vaccines generate antibodies against all the viral proteins. Here, we show how a statistical and machine learning (ML) based approach can be used to discriminate between SARS-CoV-2 infection and immune response to an inactivated whole virion vaccine (BBV152, Covaxin). For this, we assessed serial data on antibodies against Spike and Nucleocapsid antigens, along with age, sex, number of doses taken, and days since last dose, for 1823 Covaxin recipients. An ensemble ML model, incorporating a consensus clustering approach alongside the support vector machine model, was built on 1063 samples where reliable qualifying data existed, and then applied to the entire dataset. Of 1448 self-reported negative subjects, our ensemble ML model classified 724 to be infected. For method validation, we determined the relative ability of a random subset of samples to neutralize Delta versus wild-type strain using a surrogate neutralization assay. We worked on the premise that antibodies generated by a whole virion vaccine would neutralize wild type more efficiently than delta strain. In 100 of 156 samples, where ML prediction differed from self-reported uninfected status, neutralization against Delta strain was more effective, indicating infection. We found 71.8% subjects predicted to be infected during the surge, which is concordant with the percentage of sequences classified as Delta (75.6%-80.2%) over the same period. Our approach will help in real-world vaccine effectiveness assessments where whole virion vaccines are commonly used.&lt;/p&gt;
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