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1 Markets I: The Ecosystem and Exchange-Traded Marketsবাজার অনলাইন 2 Markets II: Rates, FX and Creditবাজার অনলাইন 3 Markets III: Commodities, Energy and Cryptoবাজার অনলাইন 4 Quantitative Methodsপদ্ধতি অনলাইন 5 Derivatives and Volatilityডেরিভেটিভস অনলাইন 6 Rates, Credit, XVA and Riskসুদহার, ঋণ ও ঝুঁকি অনলাইন 7 Research Craft: Predictors, Backtests, Measurement, Portfoliosগবেষণা অনলাইন 8 Strategies I: Equities and Futuresকৌশল অনলাইন 9 Strategies II: Volatility, Relative Value, Macro and the Bank Desksকৌশল অনলাইন 10 Microstructure and Executionএক্সিকিউশন অনলাইন 11 Market Making and High-Frequency Tradingমার্কেট মেকিং অনলাইন 12 Machine Learning for Marketsমেশিন লার্নিং অনলাইন 13 Low-Latency Softwareপ্রযুক্তি অনলাইন 14 Networks, Hardware and Trading Infrastructureপ্রযুক্তি অনলাইন 15 Research, Data and Risk Platformsপ্রযুক্তি অনলাইন 16 The Desk and the Firmপ্রতিষ্ঠান অনলাইন 17 The Industry: Firms, Roles and Careersক্যারিয়ার অনলাইন 18 Interviews I: Maths, Probability and Speedক্যারিয়ার অনলাইন 19 Interviews II: Markets, Trading Games and the Final Roundক্যারিয়ার অনলাইন 20 Interviews III: Codeক্যারিয়ার অনলাইন
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Biology · পরিভাষা

Mutation, quasispecies, drift and shift কী?

Definition 13.7 University Biology — Year 3 · অধ্যায় 13 — Virology

RNA-dependent polymerases and reverse transcriptases have no proofreading, and RNA viruses mutate at 10−410^{-4} to 10−610^{-6} per nucleotide per replication — a thousand to a million times the rate of their hosts — so that a population of an RNA virus is a cloud of related genomes, a quasispecies, in which every single point mutant is present at all times if the population is large. Selection by antibodies drives antigenic drift: the surface proteins of influenza accumulate substitutions year by year, and last year’s immunity protects less each season. Antigenic shift is a jump: a segmented genome (influenza has eight RNA segments) can be reassorted when two strains infect one cell, and a segment encoding a haemagglutinin from a bird or pig virus, to which no human has immunity, produces a pandemic — 1918, 1957, 1968, 2009. Recombination within a genome does the same for unsegmented viruses, and the coronaviruses recombine freely. Most new human viruses are zoonoses, crossing from an animal reservoir — bats for the coronaviruses, Ebola and rabies; birds and pigs for influenza; primates for HIV — and the crossing is usually a matter of a few mutations in a receptor-binding protein.

Two ways an influenza virus escapes immunity. Drift: mutations in the spikes accumulate gradually. Shift: two strains in one cell swap whole genome segments, and a spike protein new to humans appears at once.
Two ways an influenza virus escapes immunity. Drift: mutations in the spikes accumulate gradually. Shift: two strains in one cell swap whole genome segments, and a spike protein new to humans appears at once.

উদাহরণ

Example 13.9 (Why HIV needed three drugs)

HIV’s reverse transcriptase errs about once in 10510^{5} nucleotides, so each 9700 nt9700\,\mathrm{nt} genome copied carries about 0.10.1 mutations, and 101010^{10} new genomes a day carry 10910^{9} mutations among them: every one of the 3×9700≈30 0003\times 9700 \approx 30\,000 possible single point mutations arises many times every day, before any drug is given. A drug that a single mutation defeats — as one mutation defeats most reverse-transcriptase and protease inhibitors — is therefore defeated within weeks, which is what happened to AZT in 1987. Two independent mutations arise together at 10−1010^{-10} per genome, about once a day; three at 10−1510^{-15}, once in a thousand days — and a patient on three drugs whose load has fallen a thousandfold produces 10710^{7} genomes a day, so the triple mutant never appears. That, and the theorem’s demonstration that the virus was replicating at full speed, made combination therapy from 1996 the treatment that turned AIDS into a chronic condition.

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