36 results on '"Purba Mukherjee"'
Search Results
2. LADDER: Revisiting the Cosmic Distance Ladder with Deep Learning Approaches and Exploring Its Applications
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Rahul Shah, Soumadeep Saha, Purba Mukherjee, Utpal Garain, and Supratik Pal
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Cosmology ,Neural networks ,Stellar distance ,Type Ia supernovae ,Calibration ,Baryon acoustic oscillations ,Astrophysics ,QB460-466 - Abstract
We investigate the prospect of reconstructing the “cosmic distance ladder” of the Universe using a novel deep learning framework called LADDER —Learning Algorithm for Deep Distance Estimation and Reconstruction. LADDER is trained on the apparent magnitude data from the Pantheon Type Ia supernova compilation, incorporating the full covariance information among data points, to produce predictions along with corresponding errors. After employing several validation tests with a number of deep learning models, we pick LADDER as the best-performing one. We then demonstrate applications of our method in the cosmological context, including serving as a model-independent tool for consistency checks for other data sets like baryon acoustic oscillations, calibration of high-redshift data sets such as gamma-ray bursts, and use as a model-independent mock-catalog generator for future probes. Our analysis advocates for careful consideration of machine learning techniques applied to cosmological contexts.
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- 2024
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3. Rationale of using SARS-CoV-2 Rapid Antigen Test as a Point of care device in resource poor clinical set up: A comparative study in a peripheral health set up to meet up pandemic needs
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Protik Mondal, Purba Mukherjee, Debasis Das, Tapan Kumar Mandal, Piyali Haldar, Shiv Sekhar Chatterjee, Utpal Dan, and Ramaprasasd Roy
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covid-19 ,ct value ,point of care diagnostic test ,rapid antigen test ,rt-pcr ,sars-cov-2 ,Medicine - Abstract
COVID-19 testing with RT-PCR may result in late detection of disease. Rapid Antigen Detection Test is much faster, easy to perform and suitable for population wise testing strategies. Our study assesses the diagnostic accuracy of Rapid Antigen Test (RAT) compared to RT-PCR in peripheral health care set up. The study was aimed to detect the diagnostic accuracy of the COVID-19 antigen test such as to understand its position as a point of care device in a resource poor clinical set up during a rapidly spreading and high mortality ridden pandemic. In this study we compared SARS-CoV2 rapid antigen test and RT-PCR by considering that RT-PCR is the gold standard test in a rapidly arranged molecular diagnostic lab. We analyzed total 389 samples who have undergone both rapid antigen test and RT-PCR. The correlation between Ct values in RT-PCR test and RAT positivity was analyzed. Sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), and diagnostic accuracy were found to be 75.47% (61.72-86.24%), 92.26% (88.87-94.88%), 33.92% (25.60-43.36%), 98.62% (97.8-99.14%) and 91.42% (88.19-94.19%), respectively. The k-coefficient of agreement between RAT and RTPCR was 0.615 ± 0.056 (0.504-0.724). For specimens with Ct value < 20, 20-25, 26-30, 30-35 and >35 were 100%, 90.3%, 80.3%, 60% for Ct value and 25% respectively. Our results suggest that RAT may be considered as an alternative to RT-PCR testing in peripheral health care set up. We reveal the importance of implementing rapid antigen test properly combined with clinical assessment of symptomatic patients so that it can be used in primary health care where RT-PCR testing facility is not available. [J Med Allied Sci. 2022; 12(2):47-51]
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- 2022
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4. The Titbits of Multi-drug Resistant Organisms Reigning in the Diabetic Foot Ulcers: Regional Epidemiology From a Tertiary Care Hospital of Eastern India
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Purba Mukherjee, Kajari Mandal, and Atindra Kumar
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aerobic bacteria ,esbl ,mdr ,mrsa ,xdr ,Medicine ,Dentistry ,RK1-715 - Abstract
Background and aim: One of the worst complications of diabetes mellitus is diabetic foot infections (DFI). A varied presentation is reported for both the causative bacterial species and their drug resistance patterns. We intended to evaluate the prevalence of drug-resistant strains among aerobic bacterial profile of DFI -as there was no regional data available to implement a rational antibiotic therapy for better management. Materials and methods: This cross-sectional observational study included 102 DFI cases attending this hospital with Wagner grade-1 or above ulcers. Wound swabs were taken from the base of the ulcers after a thorough cleaning. They were inoculated in blood agar, and MacConkey agar and drug sensitivity were performed Kirby Bauer disc diffusion method following the guidelines by the Clinical and Laboratory Standards Institute (CLSI) antimicrobial susceptibility testing standards. Results: Altogether, 135 bacterial isolates were reported with an average of 1.32 bacteria per ulcer with Gram-negative bacilli in 63.7% and Gram-positive cocci in 36.3% cases. However, when individual isolates were considered, Staphylococcus aureus was the commonest species, followed by Klebsiella pneumoniae, Escherichia coli, Acinetobacter baumannii complex, and Pseudomonas aeruginosa. Drug resistance was rampant, with 69.1% multi-drug resistant organisms (MDRO) among them. Methicillin-resistant Staphylococcus aureus (MRSA) was 81.3%, MRCONS 66.7%, and extended-spectrum β-lactamase (ESBL)- producer Gram-negative Bacteria (GNB) 47.3%. Conclusion: In this scenario, Vancomycin and linezolid were the only effective drugs against GPC. Piperacillin-tazobactam and imipenem were effective for GNB in general except ESBL or Metallo-beta-lactamase (MBL) producing Acinetobacter and Pseudomonas species, which showed a dangerous inclination for treatment failure.
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- 2021
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5. Non-parametric reconstruction of the cosmological jerk parameter
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Purba Mukherjee and Narayan Banerjee
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Astrophysics ,QB460-466 ,Nuclear and particle physics. Atomic energy. Radioactivity ,QC770-798 - Abstract
Abstract The cosmological jerk parameter j is reconstructed in a non-parametric way from observational data independent of a fiducial cosmological model. The Cosmic Chronometer data as well as the Supernovae data (the Pantheon compilation) are used for the purpose. The reconstructed values are found to be consistent with the standard $$\Lambda $$ Λ CDM model within the $$2\sigma $$ 2 σ confidence level. The model dependent sets like Baryon Acoustic Oscillation and the CMB Shift data are also included thereafter, which does not significantly help in improving or de-proving the confidence level in favour of $$\Lambda $$ Λ CDM. The deceleration parameter q is also reconstructed from the same data sets. This is used to find the effective equation of state parameter for the model independent datasets only. $$\Lambda $$ Λ CDM model is excluded for some part of the evolution in $$1\sigma $$ 1 σ , but is definitely included in $$2\sigma $$ 2 σ in the domain ( $$0 \le z \le 2.36$$ 0 ≤ z ≤ 2.36 ) of all the reconstructions.
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- 2021
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6. Reconstructing the Hubble Parameter with Future Gravitational-wave Missions Using Machine Learning
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Purba Mukherjee, Rahul Shah, Arko Bhaumik, and Supratik Pal
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Hubble diagram ,Hubble constant ,Gravitational waves ,Gravitational wave detectors ,Interferometers ,Gaussian Processes regression ,Astrophysics ,QB460-466 - Abstract
We study the prospects of Gaussian processes (GPs), a machine-learning (ML) algorithm, as a tool to reconstruct the Hubble parameter H ( z ) with two upcoming gravitational-wave (GW) missions, namely, the evolved Laser Interferometer Space Antenna (eLISA) and the Einstein Telescope (ET). Assuming various background cosmological models, the Hubble parameter has been reconstructed in a nonparametric manner with the help of a GP using realistically generated catalogs for each mission. The effects of early-time and late-time priors on the reconstruction of H ( z ), and hence on the Hubble constant ( H _0 ), have also been focused on separately. Our analysis reveals that a GP is quite robust in reconstructing the expansion history of the Universe within the observational window of the specific missions under consideration. We further confirm that both eLISA and ET would be able to provide constraints on H ( z ) and H _0 , which would be competitive to those inferred from current data sets. In particular, we observe that an eLISA run of a ∼10 yr duration with ∼80 detected bright siren events would be able to constrain H _0 as precisely as a ∼3 yr ET run assuming ∼1000 bright siren event detections. Further improvement in precision is expected for longer eLISA mission durations such as a ∼15 yr time frame having ∼120 events. Lastly, we discuss the possible role of these future GW missions in addressing the Hubble tension, for each model, on a case-by-case basis.
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- 2023
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7. Exact solutions and accelerating universe in modified Brans–Dicke theories
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Purba Mukherjee and Soumya Chakrabarti
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Astrophysics ,QB460-466 ,Nuclear and particle physics. Atomic energy. Radioactivity ,QC770-798 - Abstract
Abstract Exact solutions are studied in the context of modified Brans–Dicke theory. The non-linearity of the modified Brans–Dicke field equations is treated with the Euler–Duarte–Moreira method of integrability of anharmonic oscillator equation. While some solutions show a forever accelerating nature, in some cases there is a signature flip in the evolution of deceleration parameter in recent past. Importance of these latter models are studied in the context of late time acceleration of the universe. Constraints on the model parameters are obtained from Markov Chain Monte Carlo (MCMC) analysis using the Supernova distance modulus data, observational measurements of Hubble parameter, Baryon acoustic oscillation data and the CMB Shift parameter data.
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- 2019
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8. Kinetic characterization of exonuclease-deficient Staphylococcus aureus PolC, a C-family replicative DNA polymerase.
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Indrajit Lahiri, Purba Mukherjee, and Janice D Pata
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Medicine ,Science - Abstract
PolC is the C-family replicative polymerase in low G+C content Gram-positive bacteria. To date several structures of C-family polymerases have been reported, including a high resolution crystal structure of a ternary complex of PolC with DNA and incoming deoxynucleoside triphosphate (dNTP). However, kinetic information needed to understand the enzymatic mechanism of C-family polymerases is limited. For this study we have performed a detailed steady-state and pre-steady-state kinetic characterization of correct dNTP incorporation by PolC from the Gram-positive pathogen Staphylococcus aureus, using a construct lacking both the non-conserved N-terminal domain and the 3'-5' exonuclease domain (Sau-PolC-ΔNΔExo). We find that Sau-PolC-ΔNΔExo has a very fast catalytic rate (k(pol) 330 s(-1)) but also dissociates from DNA rapidly (k(off) ∼150 s(-1)), which explains the low processivity of PolC in the absence of sliding clamp processivity factor. Although Sau-PolC-ΔNΔExo follows the overall enzymatic pathway defined for other polymerases, some significant differences exist. The most striking feature is that the nucleotidyl transfer reaction for Sau-PolC-ΔNΔExo is reversible and is in equilibrium with dNTP binding. Simulation of the reaction pathway suggests that rate of pyrophosphate release, or a conformational change required for pyrophosphate release, is much slower than rate of bond formation. The significance of these findings is discussed in the context of previous data showing that binding of the β-clamp processivity factor stimulates the intrinsic nucleotide incorporation rate of the C-family polymerases, in addition to increasing processivity.
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- 2013
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9. What can we learn about Reionization astrophysical parameters using Gaussian Process Regression?
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Purba Mukherjee, Antara Dey, and Supratik Pal
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- 2024
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10. Late-time transition of MB inferred via neural networks.
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Purba Mukherjee, Konstantinos F. Dialektopoulos, Jackson Levi Said, and Jurgen Mifsud
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- 2024
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11. Model-independent cosmological inference post DESI DR1 BAO measurements.
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Purba Mukherjee and Anjan Ananda Sen
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- 2024
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12. LADDER: Revisiting the Cosmic Distance Ladder with Deep Learning Approaches and Exploring its Applications.
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Rahul Shah 0002, Soumadeep Saha, Purba Mukherjee, Utpal Garain, and Supratik Pal
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- 2024
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13. A thorough investigation of the prospects of eLISA in addressing the Hubble tension: Fisher Forecast, MCMC and Machine Learning
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Shah, Rahul, Bhaumik, Arko, Purba Mukherjee, and Pal, Supratik
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Cosmology and Nongalactic Astrophysics (astro-ph.CO) ,FOS: Physical sciences ,General Relativity and Quantum Cosmology (gr-qc) ,Astrophysics - Instrumentation and Methods for Astrophysics ,Instrumentation and Methods for Astrophysics (astro-ph.IM) ,General Relativity and Quantum Cosmology ,Astrophysics - Cosmology and Nongalactic Astrophysics - Abstract
We carry out an in-depth analysis of the capability of the upcoming space-based gravitational wave mission eLISA in addressing the Hubble tension, with a primary focus on observations at intermediate redshifts ($3, Comment: To appear in JCAP, 30 pages, 12 sets of figures, 7 tables
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- 2023
14. Spatial Curvature and Thermodynamics
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Narayan Banerjee, Purba Mukherjee, and Diego Pavón
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Cosmology and Nongalactic Astrophysics (astro-ph.CO) ,Space and Planetary Science ,FOS: Physical sciences ,Astronomy and Astrophysics ,General Relativity and Quantum Cosmology (gr-qc) ,General Relativity and Quantum Cosmology ,Astrophysics - Cosmology and Nongalactic Astrophysics - Abstract
Reasonable parametrizations of the current Hubble data set of the expansion rate of our homogeneous and isotropic universe, after suitable smoothing of these data, strongly suggests that the area of the apparent horizon increases irrespective of whether the spatial curvature of the metric is open, flat or closed. Put in another way, any sign of the spatial curvature appears consistent with the second law of thermodynamics., Comment: 9 pages, 7 sets of figures, Version published in MNRAS
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- 2023
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15. Assessment of the cosmic distance duality relation using Gaussian process
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Ankan Mukherjee and Purba Mukherjee
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Physics ,Cosmology and Nongalactic Astrophysics (astro-ph.CO) ,Covariance function ,Angular diameter distance ,Mathematical analysis ,FOS: Physical sciences ,Astronomy and Astrophysics ,Astrophysics::Cosmology and Extragalactic Astrophysics ,Cosmology ,Redshift ,Baryon ,symbols.namesake ,Space and Planetary Science ,symbols ,Luminosity distance ,Gaussian process ,Astrophysics - Cosmology and Nongalactic Astrophysics ,Hubble's law - Abstract
Two types of distance measurement are important in cosmological observations, the angular diameter distance $d_A$ and the luminosity distance $d_L$. In the present work, we carried out an assessment of the theoretical relation between these two distance measurements, namely the cosmic distance duality relation, from type Ia supernovae (SN-Ia) data, the Cosmic Chronometer (CC) Hubble parameter data, and baryon acoustic oscillation (BAO) data using Gaussian Process. The luminosity distance curve and the angular diameter distance curve are extracted from the SN-Ia data and the combination of BAO and CC data respectively using the Gaussian Process. The distance duality relation is checked by a non-parametric reconstruction using the reconstructed $H$, $d_L$, and the volume-averaged distance $D_v$. We compare the results obtained for different choices of the covariance function employed in the Gaussian Process. It is observed that the theoretical distance duality relation is in well agreement with the present analysis in 2$\sigma$ for the overlapping redshift domain $0 \leq z \leq 2$ of the reconstruction., Comment: 10 pages, 8 sets of figures, accepted for publication in MNRAS
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- 2021
16. Constraining the curvature density parameter in cosmology
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Purba Mukherjee and Narayan Banerjee
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Cosmology and Nongalactic Astrophysics (astro-ph.CO) ,FOS: Physical sciences ,Astrophysics::Cosmology and Extragalactic Astrophysics ,General Relativity and Quantum Cosmology (gr-qc) ,General Relativity and Quantum Cosmology ,Astrophysics - Cosmology and Nongalactic Astrophysics - Abstract
The cosmic curvature density parameter has been constrained in the present work independent of any background cosmological model. The reconstruction is performed adopting the non-parametric Gaussian Processes (GP). The constraints on $\Omega_{k0}$ are obtained via a Markov Chain Monte Carlo (MCMC) analysis. Late-time cosmological probes viz., the Supernova (SN) distance modulus data, the Cosmic Chronometer (CC) and the radial Baryon Acoustic Oscillations ($r$BAO) measurements of the Hubble data have been utilized for this purpose. The results are further combined with the data from redshift space distortions (RSD) which studies the growth of large scale structure in the universe. The only \textit{a priori} assumption is that the universe is homogeneous and isotropic, described by the FLRW metric. Results indicate that a spatially flat universe is well consistent in 2$\sigma$ within the domain of reconstruction $0, Comment: 16 pages, 8 sets of figures, Accepted for publication in Phys. Rev. D
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- 2022
17. 3K3A-Activated Protein C Variant Does Not Interfere With the Plasma Clot Lysis Activity of Tenecteplase
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Purba Mukherjee, Kent E. Pryor, Patrick D. Lyden, John H. Griffin, José A. Fernández, Thomas P. Davis, and Berislav V. Zlokovic
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medicine.drug_class ,medicine.medical_treatment ,Tenecteplase ,In Vitro Techniques ,030204 cardiovascular system & hematology ,Pharmacology ,Article ,law.invention ,03 medical and health sciences ,0302 clinical medicine ,Fibrinolytic Agents ,law ,Fibrinolysis ,Humans ,Medicine ,Advanced and Specialized Nursing ,business.industry ,Anticoagulant ,Thrombosis ,Recombinant Proteins ,Plasma clot lysis ,Recombinant DNA ,Neurology (clinical) ,Cardiology and Cardiovascular Medicine ,business ,030217 neurology & neurosurgery ,Protein C ,medicine.drug - Abstract
Background and Purpose: A recombinant engineered variant of APC (activated protein C), 3K3A-APC, lacks anticoagulant properties ( Methods: Tenecteplase-mediated lysis of thrombin generated plasma clots of human normal pooled plasma was monitored in the presence of varying doses of 3K3A-APC. The effects on fibrinolysis by tenecteplase and alteplase were compared. Results: The presence of 3K3A-APC shortened the time for clot lysis induced by tenecteplase at very low levels but not at higher therapeutic concentrations of tenecteplase. Comparisons of alteplase-mediated clot lysis to tenecteplase clot lysis showed that both thrombolytic agents behaved similarly in the presence of 3K3A-APC. Conclusions: These results indicate that 3K3A-APC does not interfere with tenecteplase’s clot lysis function.
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- 2020
18. Directed remodeling of the mouse gut microbiome inhibits the development of atherosclerosis
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Poshen B. Chen, Jiejun Wu, Pejman Soroosh, Bhuvan Molparia, German R. Aleman Muench, Luke J. Leman, Alan Saghatelian, Weixuan Chen, M. Reza Ghadiri, Audrey S. Black, Purba Mukherjee, Ali Torkamani, Nina E. Moore, Antonio Pinto, Adam L. Sobel, Bruce E. Maryanoff, and Yannan Zhao
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Transcription, Genetic ,medicine.drug_class ,Antibiotics ,Anti-Inflammatory Agents ,Biomedical Engineering ,Chemical biology ,Bioengineering ,Biology ,Models, Biological ,Peptides, Cyclic ,Applied Microbiology and Biotechnology ,Article ,Transcriptome ,03 medical and health sciences ,0302 clinical medicine ,Transcription (biology) ,medicine ,Animals ,Immunologic Factors ,Microbiome ,Receptor ,030304 developmental biology ,0303 health sciences ,Tight Junction Proteins ,Bacteria ,Feeding Behavior ,Atherosclerosis ,In vitro ,Anti-Bacterial Agents ,Gastrointestinal Microbiome ,Cell biology ,Mice, Inbred C57BL ,Cholesterol ,Gene Expression Regulation ,Receptors, LDL ,Diet, Western ,Host-Pathogen Interactions ,Molecular Medicine ,Female ,Tumor necrosis factor alpha ,Biomarkers ,030217 neurology & neurosurgery ,Biotechnology - Abstract
The gut microbiome is a malleable microbial community that can remodel in response to various factors, including diet, and contribute to the development of several chronic diseases, including atherosclerosis. We devised an in vitro screening protocol of the mouse gut microbiome to discover molecules that can selectively modify bacterial growth. This approach was used to identify cyclic D,L-α-peptides that remodeled the Western diet (WD) gut microbiome toward the low-fat-diet microbiome state. Daily oral administration of the peptides in WD-fed LDLr-/- mice reduced plasma total cholesterol levels and atherosclerotic plaques. Depletion of the microbiome with antibiotics abrogated these effects. Peptide treatment reprogrammed the microbiome transcriptome, suppressed the production of pro-inflammatory cytokines (including interleukin-6, tumor necrosis factor-α and interleukin-1β), rebalanced levels of short-chain fatty acids and bile acids, improved gut barrier integrity and increased intestinal T regulatory cells. Directed chemical manipulation provides an additional tool for deciphering the chemical biology of the gut microbiome and might advance microbiome-targeted therapeutics.
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- 2020
19. Neural Network Reconstruction of $H'(z)$ and its application in Teleparallel Gravity
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Purba Mukherjee, Jackson Levi Said, and Jurgen Mifsud
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Cosmology and Nongalactic Astrophysics (astro-ph.CO) ,FOS: Physical sciences ,Astronomy and Astrophysics ,General Relativity and Quantum Cosmology (gr-qc) ,General Relativity and Quantum Cosmology ,Astrophysics - Cosmology and Nongalactic Astrophysics - Abstract
In this work, we explore the possibility of using artificial neural networks to impose constraints on teleparallel gravity and its $f(T)$ extensions. We use the available Hubble parameter observations from cosmic chronometers and baryon acoustic oscillations from different galaxy surveys. We discuss the procedure for training a network model to reconstruct the Hubble diagram. Further, we describe the procedure to obtain $H'(z)$, the first order derivative of $H(z)$, using artificial neural networks which is a novel approach to this method of reconstruction. These analyses are complemented with further studies on the impact of two priors which we put on $H_0$ to assess their impact on the analysis, which are the local measurements by the SH0ES team ($H_0^{\text{R20}} = 73.2 \pm 1.3$ km Mpc$^{-1}$ s$^{-1}$) and the updated TRGB calibration from the Carnegie Supernova Project ($H_0^{\text{TRGB}} = 69.8 \pm 1.9$ km Mpc$^{-1}$ s$^{-1}$), respectively. Additionally, we investigate the validity of the concordance model, through some cosmological null tests with these reconstructed data sets. Finally, we reconstruct the allowed $f(T)$ functions for different combinations of the observational Hubble data sets. Results show that the $\Lambda$CDM model lies comfortably included at the 1$\sigma$ confidence level for all the examined cases., Comment: 19 pages, 11 sets of figures, version accepted in JCAP
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- 2022
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20. Nonparametric reconstruction of interaction in the cosmic dark sector
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Narayan Banerjee and Purba Mukherjee
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Physics ,Cosmology and Nongalactic Astrophysics (astro-ph.CO) ,COSMIC cancer database ,010308 nuclear & particles physics ,Oscillation ,Dark matter ,FOS: Physical sciences ,General Relativity and Quantum Cosmology (gr-qc) ,Astrophysics::Cosmology and Extragalactic Astrophysics ,Astrophysics ,01 natural sciences ,General Relativity and Quantum Cosmology ,law.invention ,Baryon ,symbols.namesake ,Supernova ,Marine chronometer ,law ,0103 physical sciences ,symbols ,Dark energy ,010306 general physics ,Gaussian process ,Astrophysics - Cosmology and Nongalactic Astrophysics - Abstract
The possibility of a non-gravitational interaction between the dark matter and the dark energy has been reconstructed using some recent datasets. The crucial aspect is that the interaction is not parametrized at the outset, but rather reconstructed directly from the data in a non-parametric way. The Cosmic Chronometer Hubble data, the Pantheon Supernova compilation of CANDELS and CLASH Multy-Cycle Treasury programs obtained by the HST, and the Baryon Acoustic Oscillation Hubble data have been considered in this work. The widely accepted Gaussian Process is used for the reconstruction. The results clearly indicate that a no interaction scenario is quite a possibility. Also, the interaction, if any, is not really significant at the present epoch. The direction of the flow of energy is clearly from the dark energy to the dark matter which is consistent with the thermodynamic requirement., Comment: 19 pages, 12 sets of figures, Accepted for publication in Phys. Rev. D
- Published
- 2021
21. NEONATAL SEPSIS- TRENDS IN A PERIPHERAL TERTIARY HEALTH CARE FACILITY OF EASTERN INDIA
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Prativa Biswas, Purba Mukherjee, Partha Sarathi Satpathi, and Sanghamitra Satpathi
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medicine.medical_specialty ,Neonatal sepsis ,business.industry ,Health care ,Emergency medicine ,medicine ,business ,medicine.disease ,Eastern india - Published
- 2019
22. Revisiting a non-parametric reconstruction of the deceleration parameter from combined background and the growth rate data
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Purba Mukherjee and Narayan Banerjee
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Cosmology and Nongalactic Astrophysics (astro-ph.CO) ,Space and Planetary Science ,FOS: Physical sciences ,Astronomy and Astrophysics ,Astrophysics::Cosmology and Extragalactic Astrophysics ,General Relativity and Quantum Cosmology (gr-qc) ,General Relativity and Quantum Cosmology ,Astrophysics - Cosmology and Nongalactic Astrophysics - Abstract
The cosmic deceleration parameter $q$ has been reconstructed in a non-parametric way using various combinations of recent observational datasets. The Pantheon compilation of the Supernova (SN) distance modulus data, the Cosmic Chronometer (CC) measurements of the Hubble parameter including the full systematics and the Baryon Acoustic Oscillation (BAO) data have been considered in this work. The redshift $z_t$, where the transition from a past decelerated to a late-time accelerated phase of evolution occurs, is estimated from the reconstructed $q$. The possible effect of a non-zero spatial curvature from the Planck 2020 estimate is checked. The outcome of including different $H_0$ measurements from recent Planck 2020 and Riess 2021 probes having a maximum discrepancy at the $4.2\sigma$ level, is investigated. Results indicate that the transition from a past decelerated phase to the late-time accelerated phase occurs within the redshift range $0.51$, the reconstructed $q$ is observed to have a non-monotonic evolution in case of the combined CC and SN data. On introducing the BAO data, the reconstructed $q$ shows an oscillating behaviour for $z\gtrsim1$. To investigate the effect of matter perturbations, the growth rate data from the Redshift-Space Distortions (RSD) are utilized in reconstructing $q$. Using the $\mathcal{O}m(z)$ diagnostic, we draw inferences on the validity of $\Lambda$CDM as a consistency check. The $\Lambda$CDM model is well consistent and included at the 2$\sigma$ level in the domain of all the reconstructions., Comment: Thoroughly revised, including a change in title. Version accepted by Physics of the Dark Universe
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- 2020
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23. Non-parametric reconstruction of the cosmological \textit{jerk} parameter
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Narayan Banerjee and Purba Mukherjee
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Physics ,COSMIC cancer database ,Cosmology and Nongalactic Astrophysics (astro-ph.CO) ,Physics and Astronomy (miscellaneous) ,Deceleration parameter ,Cosmic microwave background ,Nonparametric statistics ,Sigma ,FOS: Physical sciences ,lcsh:Astrophysics ,Astrophysics::Cosmology and Extragalactic Astrophysics ,General Relativity and Quantum Cosmology (gr-qc) ,Lambda ,General Relativity and Quantum Cosmology ,Baryon ,Jerk ,lcsh:QB460-466 ,lcsh:QC770-798 ,lcsh:Nuclear and particle physics. Atomic energy. Radioactivity ,Engineering (miscellaneous) ,Mathematical physics ,Astrophysics - Cosmology and Nongalactic Astrophysics - Abstract
The cosmological jerk parameter $j$ is reconstructed in a non-parametric way from observational data independent of a fiducial cosmological model. From this kinematical quantity, the equation of state parameter for composite matter distribution is also found out. The result shows that there is a deviation from the $\Lambda$CDM model close to $z=1.5$, at the $3\sigma$ confidence level., Comment: 16 pages, 7 figures
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- 2020
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24. A Clinico-Epidemiological Study on Opportunistic Fungal Infection In HIV Patients And Its Corroboration With CD4 Cell Count
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Purba Mukherjee, Chitrita Chattopadhyay, Purushottam Kumar, Tapati Mondal, and Nilay Mandal
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0301 basic medicine ,03 medical and health sciences ,medicine.medical_specialty ,business.industry ,030106 microbiology ,Epidemiology ,Immunology ,Hiv patients ,medicine ,Cd4 cell count ,business - Published
- 2017
25. Probing into the Recent Occurrence of Scrub Typhus Cases in and around Kolkata
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Purba Mukherjee
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medicine.medical_specialty ,business.industry ,medicine ,Scrub typhus ,medicine.disease ,business ,Dermatology - Published
- 2019
26. Exact Solutions and Accelerating Universe in Modified Brans-Dicke Theories
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Soumya Chakrabarti and Purba Mukherjee
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Physics and Astronomy (miscellaneous) ,Deceleration parameter ,Cosmic microwave background ,FOS: Physical sciences ,Context (language use) ,lcsh:Astrophysics ,General Relativity and Quantum Cosmology (gr-qc) ,01 natural sciences ,General Relativity and Quantum Cosmology ,symbols.namesake ,0103 physical sciences ,lcsh:QB460-466 ,lcsh:Nuclear and particle physics. Atomic energy. Radioactivity ,010303 astronomy & astrophysics ,Engineering (miscellaneous) ,Mathematical physics ,Physics ,010308 nuclear & particles physics ,Oscillation ,Anharmonicity ,Markov chain Monte Carlo ,Baryon ,symbols ,lcsh:QC770-798 ,Hubble's law - Abstract
Exact solutions are studied in the context of modified Brans-Dicke theory. The non-linearity of the modified Brans-Dicke field equations is treated with the Euler-Duarte-Moreira method of integrability of anharmonic oscillator equation. While some solutions show a forever accelerating nature, in some cases there is a signature flip in the evolution of deceleration parameter in recent past. Importance of these latter models are studied in the context of late-time acceleration of the universe. Constraints on the model parameters are obtained from Markov Chain Monte Carlo (MCMC) analysis using the Supernova distance modulus data, observational measurements of Hubble parameter, Baryon acoustic oscillation data, and the CMB Shift parameter data., Comment: 12 pages, 10 figures, to appear in The European Physical Journal C (Particles and Fields)
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- 2019
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27. Nitrofurantoin Resistance Among Common Urinary Isolates in Uncomplicated Urinary Tract Infection
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Partha Sarathi Satpathi, Purba Mukherjee, and Supriya Bal
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medicine.medical_specialty ,business.industry ,Nitrofurantoin ,Internal medicine ,Urinary system ,medicine ,business ,Gastroenterology ,medicine.drug - Published
- 2016
28. NASAL CARRIAGE OF STAPHYLOCOCCUS AUREUS AND THE QUANTUM OF THEIR METHICILLIN RESISTANCE AMONGST THE HEALTH CARE WORKERS IN A PERIPHERAL TERTIARY CARE CENTRE OF EASTERN INDIA
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Purba Mukherjee, Amit Bikram Maity, Partha Sarathi Satpathi, and Sanghamitra Satpathi
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medicine.medical_specialty ,business.industry ,Staphylococcus aureus ,Health care ,Medicine ,Nasal carriage ,business ,Intensive care medicine ,medicine.disease_cause ,Tertiary care ,Methicillin resistance ,Eastern india - Published
- 2015
29. Design of a DNA-Programmed Plasminogen Activator
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Luke J. Leman, John H. Griffin, Purba Mukherjee, and M. Reza Ghadiri
- Subjects
0301 basic medicine ,chemistry.chemical_classification ,Chemistry ,General Chemistry ,DNA ,010402 general chemistry ,01 natural sciences ,Biochemistry ,Catalysis ,Article ,0104 chemical sciences ,03 medical and health sciences ,Plasminogen Activators ,030104 developmental biology ,Colloid and Surface Chemistry ,Enzyme ,Drug Design ,Humans ,A-DNA ,Protease Inhibitors ,Streptokinase ,Plasminogen activator - Abstract
Although the functional specificity and catalytic versatility of enzymes have been exploited in numerous settings, controlling the spatial and temporal activity of enzymes remains challenging. Here we describe an approach for programming the function of streptokinase (SK), a protein that is clinically used as a blood "clot buster" therapeutic. We show that the fibrinolytic activity resulting from the binding of SK to the plasma proenzyme plasminogen (Pg) can be effectively regulated (turned "OFF" and "ON") by installing an intrasteric regulatory feature using a DNA-linked protease inhibitor modification. We describe the design rationale, synthetic approach, and functional characterization of two generations of intrasterically regulated SK-Pg constructs and demonstrate dose-dependent and sequence-specific temporal control in fibrinolytic activity in response to short predesignated DNA inputs. The studies described establish the feasibility of a new enzyme-programming approach and serves as a step toward advancing a new generation of programmable enzyme therapeutics.
- Published
- 2018
30. Herpes Simplex Virus 1 DNA Polymerase RNase H Activity Acts in a 3′-to-5′ Direction and Is Dependent on the 3′-to-5′ Exonuclease Active Site
- Author
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Jessica L. Lawler, Purba Mukherjee, and Donald M. Coen
- Subjects
DNA Replication ,Exonucleases ,0301 basic medicine ,Exonuclease ,DNA polymerase ,viruses ,Ribonuclease H ,Immunology ,DNA-Directed DNA Polymerase ,Herpesvirus 1, Human ,Microbiology ,Viral Proteins ,03 medical and health sciences ,chemistry.chemical_compound ,Catalytic Domain ,Virology ,RNase H ,Polymerase ,biology ,Okazaki fragments ,DNA replication ,RNA ,DNA ,Templates, Genetic ,Molecular biology ,Genome Replication and Regulation of Viral Gene Expression ,Exodeoxyribonucleases ,030104 developmental biology ,chemistry ,Insect Science ,Mutation ,biology.protein - Abstract
The catalytic subunit (Pol) of herpes simplex virus 1 (HSV-1) DNA polymerase has been extensively studied both as a model for other family B DNA polymerases and for its differences from these enzymes as an antiviral target. Among the activities of HSV-1 Pol is an intrinsic RNase H activity that cleaves RNA from RNA-DNA hybrids. There has long been a controversy regarding whether this activity is due to the 3′-to-5′ exonuclease of Pol or whether it is a separate activity, possibly acting on 5′ RNA termini. To investigate this issue, we compared wild-type HSV-1 Pol and a 3′-to-5′ exonuclease-deficient mutant, D368A Pol, for DNA polymerase activity, 3′-to-5′ exonuclease activity, and RNase H activity in vitro . Additionally, we assessed the RNase H activity using differentially end-labeled templates with 5′ or 3′ RNA termini. The mutant enzyme was at most modestly impaired for DNA polymerase activity but was drastically impaired for 3′-to-5′ exonuclease activity, with no activity detected even at high enzyme-to-DNA substrate ratios. Importantly, the mutant showed no detectable ability to excise RNA with either a 3′ or 5′ terminus, while the wild-type HSV-1 Pol was able to cleave RNA from the annealed RNA-DNA hairpin template, but only detectably with a 3′ RNA terminus in a 3′-to-5′ direction and at a rate lower than that of the exonuclease activity. These results suggest that HSV-1 Pol does not have an RNase H separable from its 3′-to-5′ exonuclease activity and that this activity prefers DNA degradation over degradation of RNA from RNA-DNA hybrids. IMPORTANCE Herpes simplex virus 1 (HSV-1) is a member of the Herpesviridae family of DNA viruses, several of which cause morbidity and mortality in humans. Although the HSV-1 DNA polymerase has been studied for decades and is a crucial target for antivirals against HSV-1 infection, several of its functions remain to be elucidated. A hypothesis suggesting the existence of a 5′-to-3′ RNase H activity intrinsic to this enzyme that could remove RNA primers from Okazaki fragments has been particularly controversial. In this study, we were unable to identify RNase H activity of HSV-1 DNA polymerase on RNA-DNA hybrids with 5′ RNA termini. We detected RNase H activity on hybrids with 3′ termini, but this was due to the 3′-to-5′ exonuclease. Thus, HSV-1 is unlikely to use this method to remove RNA primers during DNA replication but may use pathways similar to those used in eukaryotic Okazaki fragment maturation.
- Published
- 2018
31. Holographic dark energy: constraints on the interaction from diverse observational data sets
- Author
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Narayan Banerjee, Ananda Dasgupta, Purba Mukherjee, Ankan Mukherjee, and H. K. Jassal
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Physics ,Cosmology and Nongalactic Astrophysics (astro-ph.CO) ,010308 nuclear & particles physics ,Horizon ,Dark matter ,FOS: Physical sciences ,General Physics and Astronomy ,Markov chain Monte Carlo ,Astrophysics ,Astrophysics::Cosmology and Extragalactic Astrophysics ,Curvature ,01 natural sciences ,Redshift ,symbols.namesake ,Coupling parameter ,0103 physical sciences ,symbols ,Dark energy ,Statistical physics ,010303 astronomy & astrophysics ,Hubble's law ,Astrophysics - Cosmology and Nongalactic Astrophysics - Abstract
The present work deals with holographic dark energy models with Hubble horizon as the infra-red cut-off. The interaction rate between dark energy and dark matter has been reconstructed with three different choices of the interaction term. It is shown that the coupling parameter of the interaction term should evolve with redshift to allow the successful transition from decelerated to accelerated phase of expansion. Constraints on the model parameters are obtained from Markov Chain Monte Carlo (MCMC) analysis using the supernova distance modulus data and observational measurements of the Hubble parameter. Results show that the model with the coupling parameter increasing with redshift (z) or equivalently decreasing with the evolution, are ruled out. On the other hand, coupling parameters, increasing or slowly varying with the evolution, are consistent with the observed evolution scenario. A Bayesian evidence calculation has been carried out for statistical selection of the reconstructed models. Though the kinematical parameters are well behaved for these models, the physical variables which determine the nature of the components in the matter sector, are not at all realistic. We have concluded that the existence of spatial curvature is essential for this particular type of dark energy models., 16 pages, 7 figures. Accepted for publication in EPJ Plus
- Published
- 2017
32. Three Residues of the Interdomain Linker Determine the Conformation and Single-base Deletion Fidelity of Y-family Translesion Polymerases
- Author
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Janice D. Pata, Purba Mukherjee, Indrajit Lahiri, and R.C. Wilson
- Subjects
DNA Replication ,endocrine system ,Protein Conformation ,Stereochemistry ,DNA polymerase ,Archaeal Proteins ,Recombinant Fusion Proteins ,Molecular Sequence Data ,DNA polymerase beta ,DNA-Directed DNA Polymerase ,DNA and Chromosomes ,Crystallography, X-Ray ,Biochemistry ,Sulfolobus ,chemistry.chemical_compound ,Protein structure ,Catalytic Domain ,Amino Acid Sequence ,Molecular Biology ,Peptide sequence ,DNA Polymerase beta ,Polymerase ,Sequence Deletion ,biology ,fungi ,DNA replication ,food and beverages ,Cell Biology ,Amino Acid Substitution ,Structural biology ,chemistry ,biology.protein ,Linker - Abstract
Dpo4 and Dbh are from two closely related Sulfolobus species and are well studied archaeal homologues of pol IV, an error prone Y-family polymerase from Escherichia coli. Despite sharing 54% amino acid identity, these polymerases display distinct mutagenic and translesion specificities. Structurally, Dpo4 and Dbh adopt different conformations because of the difference in relative orientation of their N-terminal catalytic and C-terminal DNA binding domains. Using chimeric constructs of these two polymerases, we have previously demonstrated that the interdomain linker is a major determinant of polymerase conformation, base-substitution fidelity, and abasic-site translesion synthesis. Here we find that the interdomain linker also affects the single-base deletion frequency and the mispair extension efficiency of these polymerases. Exchanging just three amino acids in the linkers of Dbh and Dpo4 is sufficient to change the fidelity by up to 30-fold, predominantly by altering the rate of correct (but not incorrect) nucleotide incorporation. Additionally, from a 2.4 Å resolution crystal structure, we have found that the three linker amino acids from Dpo4 are sufficient to allow Dbh to adopt the standard conformation of Dpo4. Thus, a small region of the interdomain linker, located more than 11 Å away from the catalytic residues, determines the fidelity of these Y-family polymerases, by controlling the alignment of substrates at the active site.
- Published
- 2014
33. Comparative mutagenicity amongst c‐family bacterial DNA pol III’s (551.2)
- Author
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Janice D. Pata, Justin Morris, and Purba Mukherjee
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Chemistry ,Genetics ,Molecular Biology ,Biochemistry ,Molecular biology ,RNA polymerase III ,Biotechnology ,Bacterial dna - Published
- 2014
34. Human polymerase kappa uses a template-slippage deletion mechanism, but can realign the slipped strands to favour base substitution mutations over deletions
- Author
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Indrajit Lahiri, Janice D. Pata, and Purba Mukherjee
- Subjects
chemistry.chemical_classification ,Genetics ,DNA synthesis ,Base Sequence ,Nucleotides ,Nucleic Acid Enzymes ,DNA ,DNA-Directed DNA Polymerase ,Templates, Genetic ,Biology ,Frameshift mutation ,chemistry.chemical_compound ,chemistry ,Duplex (building) ,Deoxycytosine Nucleotides ,Mutation ,biology.protein ,Humans ,Nucleotide ,Polymerase ,Kappa ,Repetitive Sequences, Nucleic Acid - Abstract
Polymerases belonging to the DinB class of the Y-family translesion synthesis DNA polymerases have a preference for accurately and efficiently bypassing damaged guanosines. These DinB polymerases also generate single-base (� 1) deletions at high frequencies with most occurring on repetitive ‘deletion hotspot’ sequences. Human DNA polymerase kappa (hPoli), the eukaryotic DinB homologue, displays an unusual efficiency for to extend from mispaired primer termini, either by extending directly from the mispair or by primer-template misalignment. This latter property explains how hPoli creates single-base deletions in non-repetitive sequences, but does not address how deletions occur in repetitive deletion hotspots. Here, we show that hPoli uses a classical Streisinger template-slippage mechanism to generate � 1 deletions in repetitive sequences, as do the bacterial and archaeal homologues. After the first nucleotide is added by template slippage, however, hPoli can efficiently realign the primer-template duplex before continuing DNA synthesis. Strand realignment results in a base-substitution mutation, minimizing generation of more deleterious frameshift mutations. On non-repetitive sequences, we find that nucleotide misincorporation is slower if the incoming nucleotide can correctly basepair with the nucleotide immediately 5 0 to the templating base, thereby competing against the mispairing with the templating base.
- Published
- 2013
35. Kinetic characterization of exonuclease-deficient Staphylococcus aureus PolC, a C-family replicative DNA polymerase
- Author
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Janice D. Pata, Purba Mukherjee, and Indrajit Lahiri
- Subjects
Bacterial Diseases ,Exonuclease ,Staphylococcus aureus ,DNA polymerase ,lcsh:Medicine ,Context (language use) ,DNA replication ,Biochemistry ,Microbiology ,Protein Structure, Secondary ,03 medical and health sciences ,chemistry.chemical_compound ,Molecular cell biology ,Bacterial Proteins ,lcsh:Science ,Biology ,Polymerase ,Staphylococci ,030304 developmental biology ,Enzyme Kinetics ,0303 health sciences ,Multidisciplinary ,DNA clamp ,biology ,030302 biochemistry & molecular biology ,lcsh:R ,DNA ,Processivity ,Nucleotidyltransferases ,Protein Structure, Tertiary ,Enzymes ,Bacterial Pathogens ,Nucleic acids ,Kinetics ,Infectious Diseases ,chemistry ,Enzyme Structure ,biology.protein ,Medicine ,lcsh:Q ,Research Article - Abstract
PolC is the C-family replicative polymerase in low G+C content Gram-positive bacteria. To date several structures of C-family polymerases have been reported, including a high resolution crystal structure of a ternary complex of PolC with DNA and incoming deoxynucleoside triphosphate (dNTP). However, kinetic information needed to understand the enzymatic mechanism of C-family polymerases is limited. For this study we have performed a detailed steady-state and pre-steady-state kinetic characterization of correct dNTP incorporation by PolC from the Gram-positive pathogen Staphylococcus aureus, using a construct lacking both the non-conserved N-terminal domain and the 3'-5' exonuclease domain (Sau-PolC-ΔNΔExo). We find that Sau-PolC-ΔNΔExo has a very fast catalytic rate (k(pol) 330 s(-1)) but also dissociates from DNA rapidly (k(off) ∼150 s(-1)), which explains the low processivity of PolC in the absence of sliding clamp processivity factor. Although Sau-PolC-ΔNΔExo follows the overall enzymatic pathway defined for other polymerases, some significant differences exist. The most striking feature is that the nucleotidyl transfer reaction for Sau-PolC-ΔNΔExo is reversible and is in equilibrium with dNTP binding. Simulation of the reaction pathway suggests that rate of pyrophosphate release, or a conformational change required for pyrophosphate release, is much slower than rate of bond formation. The significance of these findings is discussed in the context of previous data showing that binding of the β-clamp processivity factor stimulates the intrinsic nucleotide incorporation rate of the C-family polymerases, in addition to increasing processivity.
- Published
- 2013
36. Do current cosmological observations hint at the speed of light variability?
- Author
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Purba Mukherjee, Rodrigues, Gabriel, and Bengaly, Carlos
- Subjects
Cosmology and Nongalactic Astrophysics (astro-ph.CO) ,FOS: Physical sciences ,General Relativity and Quantum Cosmology (gr-qc) ,General Relativity and Quantum Cosmology ,Astrophysics - Cosmology and Nongalactic Astrophysics - Abstract
The fundamental constants in Nature play a crucial role in the understanding of physical phenomena. Hence, it is of paramount importance to measure them with exquisite precision and to examine whether they present any variability across cosmic time, as a means to test the standard model of Cosmology, as well as fundamental physics. We revisit a consistency test of the speed of light variability proposed by Cai {\it et al.} using the latest cosmological observations, viz., Pantheon compilation of Type Ia Supernova luminosity distances (SN), cosmic chronometers from differential galaxy ages (CC), and measurements of both radial and transverse modes of baryonic acoustic oscillations ($r$-BAO and $a$-BAO) respectively. Such a test has the advantage of being independent of any assumption on the cosmic curvature - which can be degenerated with some variable speed of light models - as well as any dark energy model. We deploy the well-known Gaussian Processes to reconstruct cosmic distances and ages in the $01$ when the $a$-BAO data are included for some priors and reconstruction kernel cases. Still, we ascribe no statistical significance to this result for the incompleteness of this data set at such higher redshifts.
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