SlideShare a Scribd company logo
1 of 11
Download to read offline
DNA as Storage Medium
Why DNA?
Stability: DNA is a very stable molecule, especially if it is stored in cold, dry,
and dark conditions. We have found woolly mammoth DNA in colder regions
that has been preserved for thousands of years.
Why DNA?
Density: It is volumetric and not planar like a hard drive. One gram of DNA has
stored 700 terabytes of data and could eventually store about two petabytes of
data, which is equal to about three million CDs. To store 700TB on hard drives,
you’d need 233 3TB drives, weighing a total of 151 kilos. It is theoretically
possible to "store at least 100 million hours of high-definition video in about a
cup of DNA."
Why DNA?
Redundancy: Artificially synthesized DNA is generally stored as short
redundant fragments, in part due to the errors in synthesizing these
sequences, although this is improving fast. The advent of DNA laser printing
will increase both the speed and accuracy of DNA synthesis.
Why DNA?
Price: The Costs per Megabase (million base pairs) graph reflects the
production costs of generating raw, unassembled sequence (reading) data.
The cost per megabase was $10,000 in 2001 and has fallen to 10 cents in
2012. Synthesizing artificial sequences is costlier.
Why not DNA?
Speed: The fastest current technology can sequence (read) DNA on the order
of about 1 billion bases per hour. Synthesis (write) is even slower and more
expensive as well. This is extremely slow compared to modern storage media
but would be suitable for long term data storage. The increase in sequencing
speed actually exceeds Moore’s Law.

Rewriting: This is essentially a write-once technology, but static data like
government and historical records could benefit from this storage option. The
speed at which DNA can be sequenced or synthesized is slow, but perhaps
someday the speed will be practical.
Cool Facts about DNA
DNA is composed of two strands, which run in opposite directions. The
backbone is based on a sugar-phosphate motif, and the actual coding
sequence is based on four nitrogenous bases which are hydrogen bonded
together, keeping the strands coiled. The four bases are adenine, thymine,
guanine, and cytosine. A always pairs with T and G always pairs with C.
More Cool Facts about DNA
â—Ź   The human genome is approximately 3 billion base pairs in length
    (haploid).
â—Ź   DNA usually exists in a highly compact, coiled state in the cell nucleus,
    wrapped around proteins.
â—Ź   If a single cell's DNA were stretched out to full length it would exceed
    two meters in length.
â—Ź   USB powered DNA sequencing devices can be bought for less than $1,000
    and can plug right into your laptop
â—Ź   Modern sequencing technology includes protein micropore, graphene,
    and microfluidic silicon chip nanotechnologies.
â—Ź   Traditional DNA synthesis has a 99 percent accuracy rate per 100 pairs
    which is problematic and requires redundancy. But new DNA laser
    printing technology can possibly achieve a 100% accuracy rate—
    hypothetically to any strand length.
What has been done
The European Bioinformatics Institute encoded a 26-second snippet of Martin Luther King's classic
anti-racism address from 1963, a .jpg, a .pdf of the seminal 1953 paper by Crick and Watson
describing the structure of DNA, a .txt file containing all of Shakespeare's sonnets, and a file about
the encoding system itself (a total equivalent on a computer drive to about 760 kilobytes). Their
method stores multiple copies of overlapping fragments, with each fragment also carrying some
indexing details that identify where in the overall sequence it should sit. This builds redundancy
into the system, meaning that if some fragments become corrupted, the data will not be lost. This
is similar to the way the human genome was actually sequenced, in that multiple fragments from
multiple copies of the genome were sequenced to ensure the entire genome had coverage.

At Harvard University, strands of DNA that store 96 bits were synthesized, with each of the bases
(TGAC) representing a binary value (thymine and guanine = 1, adenine and cytosine = 0). To aid
with sequencing, each strand of DNA has a 19-bit address block at the start so a whole vat of DNA
can be sequenced out of order, and then sorted into usable data using the addresses. They used
microfluidic silicon chips, which can detect a single hydrogen atom and sequence DNA in a
massively parallel way. There are numerous other technologies including proteins from bacteria
like nanopores which can sequence a single strand of DNA running through them (albeit slowly).
Breakthroughs using graphene (one atom thick carbon sheet) make it possible to do the same
thing, and perhaps at higher speeds.
Designing and synthesizing DNA with modern
software is a reality, and DNA laser printing
will soon be commonplace.
THE END

More Related Content

What's hot

DNA DATA STORAGE | J4RV3I11007
DNA DATA STORAGE | J4RV3I11007DNA DATA STORAGE | J4RV3I11007
DNA DATA STORAGE | J4RV3I11007Journal For Research
 
DNA Storage at AGBT 2018
DNA Storage at AGBT 2018DNA Storage at AGBT 2018
DNA Storage at AGBT 2018Yaniv Erlich
 
Digital data storage in DNA
Digital data storage in DNADigital data storage in DNA
Digital data storage in DNASharath Raj
 
Dna digital data storage
Dna digital data storageDna digital data storage
Dna digital data storageMaram Aniruddha
 
Dna storage
Dna storageDna storage
Dna storageCareerIn
 
Dna as data storage device
Dna as data storage deviceDna as data storage device
Dna as data storage deviceRushikesh Kinhalkar
 
Dna data storage
Dna data storageDna data storage
Dna data storageRavi Vaniya
 
Dna digital data storage
Dna digital data storageDna digital data storage
Dna digital data storagevarun arora
 
Karin Strauss - DNA Storage, July 2016
Karin Strauss - DNA Storage, July 2016Karin Strauss - DNA Storage, July 2016
Karin Strauss - DNA Storage, July 2016Seattle DAML meetup
 
Data Storage in DNA Documentation
Data Storage in DNA Documentation Data Storage in DNA Documentation
Data Storage in DNA Documentation Aditya Nag
 
Dna computing
Dna computingDna computing
Dna computingrakeshpal_rk
 
DNA computing
DNA computingDNA computing
DNA computingashish dixit
 
Datastorage in DNA
Datastorage in DNADatastorage in DNA
Datastorage in DNAAditya Nag
 
Dna computing
Dna computingDna computing
Dna computingdibyendujana
 
Dna computers
Dna computers Dna computers
Dna computers Avinash Yadav
 
DNA based Cryptography_Final_Review
DNA based Cryptography_Final_ReviewDNA based Cryptography_Final_Review
DNA based Cryptography_Final_ReviewRasheed Karuvally
 
DNA based computer : present & future
DNA based computer : present & futureDNA based computer : present & future
DNA based computer : present & futureKinjal Mondal
 

What's hot (18)

DNA DATA STORAGE | J4RV3I11007
DNA DATA STORAGE | J4RV3I11007DNA DATA STORAGE | J4RV3I11007
DNA DATA STORAGE | J4RV3I11007
 
DNA Storage at AGBT 2018
DNA Storage at AGBT 2018DNA Storage at AGBT 2018
DNA Storage at AGBT 2018
 
Digital data storage in DNA
Digital data storage in DNADigital data storage in DNA
Digital data storage in DNA
 
Dna digital data storage
Dna digital data storageDna digital data storage
Dna digital data storage
 
Dna storage
Dna storageDna storage
Dna storage
 
Dna as data storage device
Dna as data storage deviceDna as data storage device
Dna as data storage device
 
Dna data storage
Dna data storageDna data storage
Dna data storage
 
DNA Storage
DNA StorageDNA Storage
DNA Storage
 
Dna digital data storage
Dna digital data storageDna digital data storage
Dna digital data storage
 
Karin Strauss - DNA Storage, July 2016
Karin Strauss - DNA Storage, July 2016Karin Strauss - DNA Storage, July 2016
Karin Strauss - DNA Storage, July 2016
 
Data Storage in DNA Documentation
Data Storage in DNA Documentation Data Storage in DNA Documentation
Data Storage in DNA Documentation
 
Dna computing
Dna computingDna computing
Dna computing
 
DNA computing
DNA computingDNA computing
DNA computing
 
Datastorage in DNA
Datastorage in DNADatastorage in DNA
Datastorage in DNA
 
Dna computing
Dna computingDna computing
Dna computing
 
Dna computers
Dna computers Dna computers
Dna computers
 
DNA based Cryptography_Final_Review
DNA based Cryptography_Final_ReviewDNA based Cryptography_Final_Review
DNA based Cryptography_Final_Review
 
DNA based computer : present & future
DNA based computer : present & futureDNA based computer : present & future
DNA based computer : present & future
 

Viewers also liked

Data storage on fingernails
Data storage on fingernailsData storage on fingernails
Data storage on fingernailsVishal Anand
 
Bio computing
Bio computingBio computing
Bio computingShohan Aiub
 
Dna computing
Dna computingDna computing
Dna computingsathish3
 
The DNA Era: Why DNA is important in your life.
The DNA Era:  Why DNA is important in your life.The DNA Era:  Why DNA is important in your life.
The DNA Era: Why DNA is important in your life.Richard Brownell
 
Presentation on storage device
Presentation on storage devicePresentation on storage device
Presentation on storage deviceNitish Xavier Tirkey
 
DNA structure, Functions and properties
DNA structure, Functions and propertiesDNA structure, Functions and properties
DNA structure, Functions and propertiesNamrata Chhabra
 
Jc synthetic biology 6-15-2012
Jc synthetic biology   6-15-2012Jc synthetic biology   6-15-2012
Jc synthetic biology 6-15-2012Diane Wu
 
Performative Ecologies
Performative EcologiesPerformative Ecologies
Performative Ecologiesdandb-technology
 
IDNADEX: Improving DNA Data Exchange Validation Studies of a Global STR System
IDNADEX: Improving DNA Data Exchange Validation Studies of a Global STR SystemIDNADEX: Improving DNA Data Exchange Validation Studies of a Global STR System
IDNADEX: Improving DNA Data Exchange Validation Studies of a Global STR SystemThermo Fisher Scientific
 
Big Bang to DNA , Relatively Speaking
Big Bang to DNA , Relatively SpeakingBig Bang to DNA , Relatively Speaking
Big Bang to DNA , Relatively SpeakingJibrael Jos
 
Bi Story Jan 2010
Bi Story Jan 2010Bi Story Jan 2010
Bi Story Jan 2010kfranznick
 
The Digital DNA - Rosario Sica, Emanuele Scotti
The Digital DNA - Rosario Sica, Emanuele ScottiThe Digital DNA - Rosario Sica, Emanuele Scotti
The Digital DNA - Rosario Sica, Emanuele ScottiOpenKnowledge srl
 
Storege or memory devises
Storege or memory devisesStorege or memory devises
Storege or memory devisesdevaki123
 

Viewers also liked (18)

Data storage on fingernails
Data storage on fingernailsData storage on fingernails
Data storage on fingernails
 
Bio computing
Bio computingBio computing
Bio computing
 
Dna computing
Dna computingDna computing
Dna computing
 
A complete PPT on DNA
A complete PPT on DNA A complete PPT on DNA
A complete PPT on DNA
 
The DNA Era: Why DNA is important in your life.
The DNA Era:  Why DNA is important in your life.The DNA Era:  Why DNA is important in your life.
The DNA Era: Why DNA is important in your life.
 
DNA Based Computing
DNA Based ComputingDNA Based Computing
DNA Based Computing
 
DNA computing
DNA computingDNA computing
DNA computing
 
Presentation on storage device
Presentation on storage devicePresentation on storage device
Presentation on storage device
 
DNA structure, Functions and properties
DNA structure, Functions and propertiesDNA structure, Functions and properties
DNA structure, Functions and properties
 
Jc synthetic biology 6-15-2012
Jc synthetic biology   6-15-2012Jc synthetic biology   6-15-2012
Jc synthetic biology 6-15-2012
 
Performative Ecologies
Performative EcologiesPerformative Ecologies
Performative Ecologies
 
Infinite complexity
Infinite complexityInfinite complexity
Infinite complexity
 
IDNADEX: Improving DNA Data Exchange Validation Studies of a Global STR System
IDNADEX: Improving DNA Data Exchange Validation Studies of a Global STR SystemIDNADEX: Improving DNA Data Exchange Validation Studies of a Global STR System
IDNADEX: Improving DNA Data Exchange Validation Studies of a Global STR System
 
Big Bang to DNA , Relatively Speaking
Big Bang to DNA , Relatively SpeakingBig Bang to DNA , Relatively Speaking
Big Bang to DNA , Relatively Speaking
 
Bi Story Jan 2010
Bi Story Jan 2010Bi Story Jan 2010
Bi Story Jan 2010
 
Dna computing
Dna computingDna computing
Dna computing
 
The Digital DNA - Rosario Sica, Emanuele Scotti
The Digital DNA - Rosario Sica, Emanuele ScottiThe Digital DNA - Rosario Sica, Emanuele Scotti
The Digital DNA - Rosario Sica, Emanuele Scotti
 
Storege or memory devises
Storege or memory devisesStorege or memory devises
Storege or memory devises
 

Similar to DNA as Storage Medium

Crypt Sequence DNA
Crypt Sequence DNACrypt Sequence DNA
Crypt Sequence DNAIOSR Journals
 
Datastorage in DNA
Datastorage in DNADatastorage in DNA
Datastorage in DNAAditya Nag
 
Secure data transmission using dna encryption
Secure data transmission using dna encryptionSecure data transmission using dna encryption
Secure data transmission using dna encryptionAlexander Decker
 
DNA memories
DNA memoriesDNA memories
DNA memoriesHoda msw
 
Dna Power Point
Dna Power PointDna Power Point
Dna Power Pointpatosita
 
Super coil, cot curve, c value pardox
Super coil, cot curve, c value pardoxSuper coil, cot curve, c value pardox
Super coil, cot curve, c value pardoxmanoj kumar
 
Useful.ppt
Useful.pptUseful.ppt
Useful.pptaaaa bbb
 
DNA Sequencing: History, methods and NGS
DNA Sequencing: History, methods and NGSDNA Sequencing: History, methods and NGS
DNA Sequencing: History, methods and NGS4RTPCRAnand
 
DNA Sequencing - DNA sequencing is like reading the instructions inside a cell
DNA Sequencing -  DNA sequencing is like reading the instructions inside a cellDNA Sequencing -  DNA sequencing is like reading the instructions inside a cell
DNA Sequencing - DNA sequencing is like reading the instructions inside a cellAmitSamadhiya1
 
De novo genome assembly - T.Seemann - IMB winter school 2016 - brisbane, au ...
De novo genome assembly  - T.Seemann - IMB winter school 2016 - brisbane, au ...De novo genome assembly  - T.Seemann - IMB winter school 2016 - brisbane, au ...
De novo genome assembly - T.Seemann - IMB winter school 2016 - brisbane, au ...Torsten Seemann
 
DNA FORENSIC ANALYSIS
DNA FORENSIC ANALYSISDNA FORENSIC ANALYSIS
DNA FORENSIC ANALYSISPrashant Mehta
 
Dna computer-presentation
Dna computer-presentationDna computer-presentation
Dna computer-presentationvivekvivek2112
 
DNA COMPUTER
DNA COMPUTERDNA COMPUTER
DNA COMPUTERDhaval Patel
 
Dna (deoxyribonucleic acid) structure and functions
Dna (deoxyribonucleic acid)  structure and functionsDna (deoxyribonucleic acid)  structure and functions
Dna (deoxyribonucleic acid) structure and functionsNamrata Chhabra
 
Enabling next-generation sequencing applications with IBM Storwize V7000 Unif...
Enabling next-generation sequencing applications with IBM Storwize V7000 Unif...Enabling next-generation sequencing applications with IBM Storwize V7000 Unif...
Enabling next-generation sequencing applications with IBM Storwize V7000 Unif...IBM India Smarter Computing
 
2013 duke-talk
2013 duke-talk2013 duke-talk
2013 duke-talkc.titus.brown
 
Next Generation Sequencing
Next Generation SequencingNext Generation Sequencing
Next Generation Sequencingshinycthomas
 

Similar to DNA as Storage Medium (20)

DNA Notes
DNA NotesDNA Notes
DNA Notes
 
Crypt Sequence DNA
Crypt Sequence DNACrypt Sequence DNA
Crypt Sequence DNA
 
Datastorage in DNA
Datastorage in DNADatastorage in DNA
Datastorage in DNA
 
DNA digital data storage.pptx
DNA digital data storage.pptxDNA digital data storage.pptx
DNA digital data storage.pptx
 
Secure data transmission using dna encryption
Secure data transmission using dna encryptionSecure data transmission using dna encryption
Secure data transmission using dna encryption
 
DNA memories
DNA memoriesDNA memories
DNA memories
 
Dna Power Point
Dna Power PointDna Power Point
Dna Power Point
 
Super coil, cot curve, c value pardox
Super coil, cot curve, c value pardoxSuper coil, cot curve, c value pardox
Super coil, cot curve, c value pardox
 
Useful.ppt
Useful.pptUseful.ppt
Useful.ppt
 
DNA Sequencing: History, methods and NGS
DNA Sequencing: History, methods and NGSDNA Sequencing: History, methods and NGS
DNA Sequencing: History, methods and NGS
 
DNA Sequencing - DNA sequencing is like reading the instructions inside a cell
DNA Sequencing -  DNA sequencing is like reading the instructions inside a cellDNA Sequencing -  DNA sequencing is like reading the instructions inside a cell
DNA Sequencing - DNA sequencing is like reading the instructions inside a cell
 
De novo genome assembly - T.Seemann - IMB winter school 2016 - brisbane, au ...
De novo genome assembly  - T.Seemann - IMB winter school 2016 - brisbane, au ...De novo genome assembly  - T.Seemann - IMB winter school 2016 - brisbane, au ...
De novo genome assembly - T.Seemann - IMB winter school 2016 - brisbane, au ...
 
DNA FORENSIC ANALYSIS
DNA FORENSIC ANALYSISDNA FORENSIC ANALYSIS
DNA FORENSIC ANALYSIS
 
Dna computer-presentation
Dna computer-presentationDna computer-presentation
Dna computer-presentation
 
DNA COMPUTER
DNA COMPUTERDNA COMPUTER
DNA COMPUTER
 
Dna (deoxyribonucleic acid) structure and functions
Dna (deoxyribonucleic acid)  structure and functionsDna (deoxyribonucleic acid)  structure and functions
Dna (deoxyribonucleic acid) structure and functions
 
Final doc of dna
Final  doc of dnaFinal  doc of dna
Final doc of dna
 
Enabling next-generation sequencing applications with IBM Storwize V7000 Unif...
Enabling next-generation sequencing applications with IBM Storwize V7000 Unif...Enabling next-generation sequencing applications with IBM Storwize V7000 Unif...
Enabling next-generation sequencing applications with IBM Storwize V7000 Unif...
 
2013 duke-talk
2013 duke-talk2013 duke-talk
2013 duke-talk
 
Next Generation Sequencing
Next Generation SequencingNext Generation Sequencing
Next Generation Sequencing
 

More from dandb-technology

7 Baby Steps to Financial Freedom - Dave Ramsey
7 Baby Steps to Financial Freedom - Dave Ramsey7 Baby Steps to Financial Freedom - Dave Ramsey
7 Baby Steps to Financial Freedom - Dave Ramseydandb-technology
 
Amazon Web Services (AWS) - A Brief Introduction
Amazon Web Services (AWS) - A Brief IntroductionAmazon Web Services (AWS) - A Brief Introduction
Amazon Web Services (AWS) - A Brief Introductiondandb-technology
 
Tips on Effective Development
Tips on Effective DevelopmentTips on Effective Development
Tips on Effective Developmentdandb-technology
 
Blackhat 2014 Conference and Defcon 22
Blackhat 2014 Conference and Defcon 22 Blackhat 2014 Conference and Defcon 22
Blackhat 2014 Conference and Defcon 22 dandb-technology
 
PDQ C++ Uml state Machines
PDQ C++ Uml state MachinesPDQ C++ Uml state Machines
PDQ C++ Uml state Machinesdandb-technology
 
The state of social network data mining
The state of social network data mining The state of social network data mining
The state of social network data mining dandb-technology
 
How to Fail at Almost Everything and Still Win Big by Scott Adams - Book Review
How to Fail at Almost Everything and Still Win Big by Scott Adams - Book ReviewHow to Fail at Almost Everything and Still Win Big by Scott Adams - Book Review
How to Fail at Almost Everything and Still Win Big by Scott Adams - Book Reviewdandb-technology
 
Big Data Lightning Talk - JRowe
Big Data Lightning Talk - JRoweBig Data Lightning Talk - JRowe
Big Data Lightning Talk - JRowedandb-technology
 

More from dandb-technology (15)

7 Baby Steps to Financial Freedom - Dave Ramsey
7 Baby Steps to Financial Freedom - Dave Ramsey7 Baby Steps to Financial Freedom - Dave Ramsey
7 Baby Steps to Financial Freedom - Dave Ramsey
 
Amazon Web Services (AWS) - A Brief Introduction
Amazon Web Services (AWS) - A Brief IntroductionAmazon Web Services (AWS) - A Brief Introduction
Amazon Web Services (AWS) - A Brief Introduction
 
Tips on Effective Development
Tips on Effective DevelopmentTips on Effective Development
Tips on Effective Development
 
Blackhat 2014 Conference and Defcon 22
Blackhat 2014 Conference and Defcon 22 Blackhat 2014 Conference and Defcon 22
Blackhat 2014 Conference and Defcon 22
 
PDQ C++ Uml state Machines
PDQ C++ Uml state MachinesPDQ C++ Uml state Machines
PDQ C++ Uml state Machines
 
Jmock testing
Jmock testingJmock testing
Jmock testing
 
The state of social network data mining
The state of social network data mining The state of social network data mining
The state of social network data mining
 
Web Accelerators
Web AcceleratorsWeb Accelerators
Web Accelerators
 
Mythical Man-Month
Mythical Man-MonthMythical Man-Month
Mythical Man-Month
 
How to Fail at Almost Everything and Still Win Big by Scott Adams - Book Review
How to Fail at Almost Everything and Still Win Big by Scott Adams - Book ReviewHow to Fail at Almost Everything and Still Win Big by Scott Adams - Book Review
How to Fail at Almost Everything and Still Win Big by Scott Adams - Book Review
 
Buying a car
Buying a carBuying a car
Buying a car
 
Meteor
MeteorMeteor
Meteor
 
Digital forensics
Digital forensicsDigital forensics
Digital forensics
 
Big Data Lightning Talk - JRowe
Big Data Lightning Talk - JRoweBig Data Lightning Talk - JRowe
Big Data Lightning Talk - JRowe
 
Place cells
Place cellsPlace cells
Place cells
 

Recently uploaded

Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...apidays
 
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfRising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfOrbitshub
 
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 AmsterdamDEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 AmsterdamUiPathCommunity
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...apidays
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...apidays
 
FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024The Digital Insurer
 
Cyberprint. Dark Pink Apt Group [EN].pdf
Cyberprint. Dark Pink Apt Group [EN].pdfCyberprint. Dark Pink Apt Group [EN].pdf
Cyberprint. Dark Pink Apt Group [EN].pdfOverkill Security
 
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWEREMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWERMadyBayot
 
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...Zilliz
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyKhushali Kathiriya
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMESafe Software
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...apidays
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024The Digital Insurer
 
Ransomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdfRansomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdfOverkill Security
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...DianaGray10
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Victor Rentea
 
AXA XL - Insurer Innovation Award Americas 2024
AXA XL - Insurer Innovation Award Americas 2024AXA XL - Insurer Innovation Award Americas 2024
AXA XL - Insurer Innovation Award Americas 2024The Digital Insurer
 
Exploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusExploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusZilliz
 
DBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDropbox
 

Recently uploaded (20)

Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
 
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfRising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
 
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 AmsterdamDEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
 
FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024
 
Cyberprint. Dark Pink Apt Group [EN].pdf
Cyberprint. Dark Pink Apt Group [EN].pdfCyberprint. Dark Pink Apt Group [EN].pdf
Cyberprint. Dark Pink Apt Group [EN].pdf
 
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWEREMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER
 
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : Uncertainty
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
Ransomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdfRansomware_Q4_2023. The report. [EN].pdf
Ransomware_Q4_2023. The report. [EN].pdf
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
 
AXA XL - Insurer Innovation Award Americas 2024
AXA XL - Insurer Innovation Award Americas 2024AXA XL - Insurer Innovation Award Americas 2024
AXA XL - Insurer Innovation Award Americas 2024
 
Exploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusExploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with Milvus
 
DBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor Presentation
 

DNA as Storage Medium

  • 1. DNA as Storage Medium
  • 2. Why DNA? Stability: DNA is a very stable molecule, especially if it is stored in cold, dry, and dark conditions. We have found woolly mammoth DNA in colder regions that has been preserved for thousands of years.
  • 3. Why DNA? Density: It is volumetric and not planar like a hard drive. One gram of DNA has stored 700 terabytes of data and could eventually store about two petabytes of data, which is equal to about three million CDs. To store 700TB on hard drives, you’d need 233 3TB drives, weighing a total of 151 kilos. It is theoretically possible to "store at least 100 million hours of high-definition video in about a cup of DNA."
  • 4. Why DNA? Redundancy: Artificially synthesized DNA is generally stored as short redundant fragments, in part due to the errors in synthesizing these sequences, although this is improving fast. The advent of DNA laser printing will increase both the speed and accuracy of DNA synthesis.
  • 5. Why DNA? Price: The Costs per Megabase (million base pairs) graph reflects the production costs of generating raw, unassembled sequence (reading) data. The cost per megabase was $10,000 in 2001 and has fallen to 10 cents in 2012. Synthesizing artificial sequences is costlier.
  • 6. Why not DNA? Speed: The fastest current technology can sequence (read) DNA on the order of about 1 billion bases per hour. Synthesis (write) is even slower and more expensive as well. This is extremely slow compared to modern storage media but would be suitable for long term data storage. The increase in sequencing speed actually exceeds Moore’s Law. Rewriting: This is essentially a write-once technology, but static data like government and historical records could benefit from this storage option. The speed at which DNA can be sequenced or synthesized is slow, but perhaps someday the speed will be practical.
  • 7. Cool Facts about DNA DNA is composed of two strands, which run in opposite directions. The backbone is based on a sugar-phosphate motif, and the actual coding sequence is based on four nitrogenous bases which are hydrogen bonded together, keeping the strands coiled. The four bases are adenine, thymine, guanine, and cytosine. A always pairs with T and G always pairs with C.
  • 8. More Cool Facts about DNA â—Ź The human genome is approximately 3 billion base pairs in length (haploid). â—Ź DNA usually exists in a highly compact, coiled state in the cell nucleus, wrapped around proteins. â—Ź If a single cell's DNA were stretched out to full length it would exceed two meters in length. â—Ź USB powered DNA sequencing devices can be bought for less than $1,000 and can plug right into your laptop â—Ź Modern sequencing technology includes protein micropore, graphene, and microfluidic silicon chip nanotechnologies. â—Ź Traditional DNA synthesis has a 99 percent accuracy rate per 100 pairs which is problematic and requires redundancy. But new DNA laser printing technology can possibly achieve a 100% accuracy rate— hypothetically to any strand length.
  • 9. What has been done The European Bioinformatics Institute encoded a 26-second snippet of Martin Luther King's classic anti-racism address from 1963, a .jpg, a .pdf of the seminal 1953 paper by Crick and Watson describing the structure of DNA, a .txt file containing all of Shakespeare's sonnets, and a file about the encoding system itself (a total equivalent on a computer drive to about 760 kilobytes). Their method stores multiple copies of overlapping fragments, with each fragment also carrying some indexing details that identify where in the overall sequence it should sit. This builds redundancy into the system, meaning that if some fragments become corrupted, the data will not be lost. This is similar to the way the human genome was actually sequenced, in that multiple fragments from multiple copies of the genome were sequenced to ensure the entire genome had coverage. At Harvard University, strands of DNA that store 96 bits were synthesized, with each of the bases (TGAC) representing a binary value (thymine and guanine = 1, adenine and cytosine = 0). To aid with sequencing, each strand of DNA has a 19-bit address block at the start so a whole vat of DNA can be sequenced out of order, and then sorted into usable data using the addresses. They used microfluidic silicon chips, which can detect a single hydrogen atom and sequence DNA in a massively parallel way. There are numerous other technologies including proteins from bacteria like nanopores which can sequence a single strand of DNA running through them (albeit slowly). Breakthroughs using graphene (one atom thick carbon sheet) make it possible to do the same thing, and perhaps at higher speeds.
  • 10. Designing and synthesizing DNA with modern software is a reality, and DNA laser printing will soon be commonplace.