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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

Massively parallel sequencing কী?

Definition 4.2 University Biology — Year 3 · অধ্যায় 4 — Genomics and Sequencing

Second-generation instruments read millions to billions of fragments at once. In sequencing by synthesis the fragments, with adapters ligated to their ends, are bound to a glass flow cell and amplified in place into clusters of identical molecules; the clusters are then extended one base per cycle with fluorescent, reversibly blocked nucleotides, imaged, unblocked, and extended again, so that each cycle adds one base to every cluster’s read. Reads are 100 to 300 bp100\text{ to }300\,\mathrm{bp}, usually from both ends of a fragment (paired ends), with an error rate of about 10−310^{-3} per base, and one run yields up to 101210^{12} bases. Third-generation long-read instruments read single molecules without amplification: by watching one polymerase incorporate fluorescent nucleotides in real time, or by threading the DNA through a protein nanopore and recording the ionic current, which each sequence of bases modulates in its own way. Reads of 10 to 100 kb10\text{ to }100\,\mathrm{kb} and more span the repeats that short reads cannot, at a higher raw error rate that consensus reduces.

Left: a flow cell, the glass slide on which billions of DNA clusters are grown and read one base per cycle. Right: a pocket-sized nanopore sequencer reading single molecules as changes in an ionic current. Left: a flow cell, the glass slide on which billions of DNA clusters are grown and read one base per cycle. Right: a pocket-sized nanopore sequencer reading single molecules as changes in an ionic current.
Left: a flow cell, the glass slide on which billions of DNA clusters are grown and read one base per cycle. Right: a pocket-sized nanopore sequencer reading single molecules as changes in an ionic current.

উদাহরণ

Example 4.4 (How much is enough)

At c=5c = 5 the unsequenced fraction is e−5=0.7 %e^{-5} = 0.7\,\% — for a 3.2 Gb3.2\,\mathrm{Gb} genome, twenty million bases in some tens of thousands of gaps. At c=10c = 10 it is 4.5×10−54.5\times 10^{-5}, 150 kb150\,\mathrm{kb} in total. Human genomes are routinely sequenced at c=30c = 30 not because of coverage gaps (e−30≈10−13e^{-30} \approx 10^{-13}) but because each base must be read several times on each of the two chromosomes to call a heterozygous variant with confidence against an error rate of 10−310^{-3} per read. Bacterial genomes are sequenced at c=50c = 50–100100 for the same reason and because it is cheap. The formula also shows what coverage cannot fix: a repeat longer than a read is a place where the overlap graph branches, and no amount of short reads resolves it. That is what long reads are for.

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