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The Story of
The Human Genome Project (HGP)
…as Told by a Front-Line Participant
Director, National Human Genome Research Institute
Eric Green, M.D., Ph.D.
Molecular Biology Revolution Set the Stage
for the Human Genome Project (HGP)
1970s 1977 1983
DNA
Cloning
DNA
Sequencing
Polymerase Chain
Reaction (PCR)
1986
1984
Drumbeat of Discussions Leading Up to HGP
1987
1988 1988 1989
“For the newly developing discipline
of [genome] mapping/sequencing
(including the analysis of the
information), we have adopted the
term GENOMICS…
Genomics
1. Expect to be a 15-year initiative
2. Gain experience with model (i.e., well-studied, experimental) organisms with
smaller genomes before giving full attention to human genome
3. In each case, map (i.e., organize) DNA first and then sequence (i.e., read) DNA
4. Wait to sequence human genome until a new ‘revolutionary’ DNA sequencing
method(s) becomes available – replacing Sanger DNA sequencing
5. Make generating the first sequence of the human genome the signature
accomplishment of the HGP
Spoiler Alerts:
#1  An overestimate
#2  Maintained
#3  Mostly maintained
#4  Abandoned
#5  Absolutely true!
Initially Envisioned Plan for HGP
Fruit Fly &
Nematode
Yeast
Human Mouse
500M years
80M years
1,000M years
Organisms of the HGP
Evolutionary
Separation
~3,000,000,000 bp
~160,000,000 bp
~100,000,000 bp
~15,000,000 bp
Human Genome
Mouse Genome
Fruit Fly Genome
Nematode Genome
Yeast Genome
Books to Conceptualize Genomes
bp = base pairs
 Scientific community had mixed opinions about HGP
 No detailed start-to-finish plan for executing HGP (i.e.,
overt expectation to ‘figure it out along the way’)
 Genomics was a ‘toddler’ field, growing up as a melting pot
of scientific immigrants from other disciplines
 Painfully early days of a functional internet
Realities of 1990 (@ HGP Launch)
 International in terms of funding and participants
U.S. Funders:
National Institutes of Health (NIH)
Department of Energy (DOE)
Other Countries:
Some government funders
Some private funders
 Distributed consortium-based (‘team science’) effort
 For studying the human genome: ‘divide & conquer’ strategy
Implementation of HGP
1991-1995 1993-1998 1998-2003
HGP Guided by Periodically Updated Plans
Genomes Organized by Chromosomes
Fruit Fly
Yeast Human
Nematode
Human Chromosome
(~130 Mb)
Smaller Clones
(~0.1-0.2 Mb)
GATCGTCTAGAATCTC
GAGATCTCTGAGAGTC
GTGGGAAACTGTGTGA
TGTGACTAGCCACAGT
TAGGTATTGGGGCATT
TACGTGTGAGAGATGT
ATGATGCACCTGACCC
GGGTTTCACTCTCAAC
GACTCACTCCACCTCA
CCGGTTAGACATACAT
GAGGCCCACCGCCGCT
GTGCACGTCCACCACC
Human Genome
(~3,000 Mb)
GATCGTCTAGAATCTC
GAGATCTCTGAGAGTC
GTGGGAAACTGTGTGA
TGTGACTAGCCACAGT
TG
TACGTGTGAGAGATGT
ATGATGCACCTGACCC
GGGTTTCACTCTCAAC
GACTCACTCCACCTCA
CC
GAGGCCCACCGCCGCT
GTGCACGTCCACCACC
GATCGTCTAGAATCTC
GAGATCTCTGAGAGTC
GTGGGAAACTGTGTGA
TGTGACTAGCCACAGT
TG
TACGTGTGAGAGATGT
ATGATGCACCTGACCC
GGGTTTCACTCTCAAC
GACTCACTCCACCTCA
CC
GAGGCCCACCGCCGCT
GTGCACGTCCACCACC
GATCGTCTAGAATCTC
GAGATCTCTGAGAGTC
GTGGGAAACTGTGTGA
TGTGACTAGCCACAGT
TG
TACGTGTGAGAGATGT
ATGATGCACCTGACCC
GGGTTTCACTCTCAAC
GACTCACTCCACCTCA
CC
GAGGCCCACCGCCGCT
GTGCACGTCCACCACC
GATCGTCTAGAATCTC
GAGATCTCTGAGAGTC
GTGGGAAACTGTGTGA
TGTGACTAGCCACAGT
TG
TACGTGTGAGAGATGT
ATGATGCACCTGACCC
GGGTTTCACTCTCAAC
GACTCACTCCACCTCA
CC
GAGGCCCACCGCCGCT
GTGCACGTCCACCACC
GATCGTCTAGAATCTC
GAGATCTCTGAGAGTC
GTGGGAAACTGTGTGA
TGTGACTAGCCACAGT
TG
TACGTGTGAGAGATGT
ATGATGCACCTGACCC
GGGTTTCACTCTCAAC
GACTCACTCCACCTCA
CC
GAGGCCCACCGCCGCT
GTGCACGTCCACCACC
GATCGTCTAGAATCTC
GAGATCTCTGAGAGTC
GTGGGAAACTGTGTGA
TGTGACTAGCCACAGT
TG
TACGTGTGAGAGATGT
ATGATGCACCTGACCC
GGGTTTCACTCTCAAC
GACTCACTCCACCTCA
CC
GAGGCCCACCGCCGCT
GTGCACGTCCACCACC
GATCGTCTAGAATCTC
GAGATCTCTGAGAGTC
GTGGGAAACTGTGTGA
TGTGACTAGCCACAGT
TGTGACTAGCCACAGT
TACGTGTGAGAGATGT
ATGATGCACCTGACCC
GGGTTTCACTCTCAAC
GACTCACTCCACCTCA
CCGGTTAGACATACAT
GAGGCCCACCGCCGCT
GTGCACGTCCACCACC
Larger Clones
(~0.5-1.0 Mb)
Scale of Genomes, Chromosomes, & Clones
Roughly size of
entire fruit fly or
nematode genome
Clone-Based Physical Mapping
Chromosome
Clone Contigs
Clones
Larger Clones (like ‘Chapters’) Smaller Clones (like ‘Pages’)
Sequence-Ready Clone Contig Map
Caveat: Note that the book metaphor is imperfect – adjacent
clones (i.e., pages) actually overlap slightly rather than
having precise ‘page breaks’ between clones (i.e., pages).
Clones highlighted by red rectangles selected for DNA sequencing
Shotgun Sequencing
Shotgun sequencing is a laboratory technique for determining the DNA
sequence of an organism’s genome (or part of the genome). The method
involves randomly breaking up the DNA into small fragments that are
then sequenced individually. A computer program looks for overlaps in
the DNA sequences, using them to reassemble the fragments in their
correct order to determine the sequence of the starting DNA.
From NHGRI’s ‘Talking Glossary’
genome.gov/genetics-glossary
Subclone Construction
Subclone Fragments
Prepare Multiple Copies
GATCGTCTAGAATCTC
GAGATCTCTGAGAGTC
GTGGGAAACTGTGTGA
TGTGACTAGCCACAGT
GTGGGAAACTGTGTGA
TACGTGTGAGAGATGT
ATGATGCACCTGACCC
GGGTTTCACTCTCAAC
GACTCACTCCACCTCA
GTGGGAAACTGTGTGA
GAGGCCCACCGCCGCT
GTGCACGTCCACCACC
GATCGTCTAGAATCTC
GAGATCTCTGAGAGTC
GTGGGAAACTGTGTGA
TGTGACTAGCCACAGT
GTGGGAAACTGTGTGA
TACGTGTGAGAGATGT
ATGATGCACCTGACCC
GGGTTTCACTCTCAAC
GACTCACTCCACCTCA
GTGGGAAACTGTGTGA
GAGGCCCACCGCCGCT
GTGCACGTCCACCACC
GATCGTCTAGAATCTC
GAGATCTCTGAGAGTC
GTGGGAAACTGTGTGA
TGTGACTAGCCACAGT
GTGGGAAACTGTGTGA
TACGTGTGAGAGATGT
ATGATGCACCTGACCC
GGGTTTCACTCTCAAC
GACTCACTCCACCTCA
GTGGGAAACTGTGTGA
GAGGCCCACCGCCGCT
GTGCACGTCCACCACC
GATCGTCTAGAATCTC
GAGATCTCTGAGAGTC
GTGGGAAACTGTGTGA
TGTGACTAGCCACAGT
GTGGGAAACTGTGTGA
TACGTGTGAGAGATGT
ATGATGCACCTGACCC
GGGTTTCACTCTCAAC
GACTCACTCCACCTCA
GTGGGAAACTGTGTGA
GAGGCCCACCGCCGCT
GTGCACGTCCACCACC
GATCGTCTAGAATCTC
GAGATCTCTGAGAGTC
GTGGGAAACTGTGTGA
TGTGACTAGCCACAGT
GTGGGAAACTGTGTGA
TACGTGTGAGAGATGT
ATGATGCACCTGACCC
GGGTTTCACTCTCAAC
GACTCACTCCACCTCA
GTGGGAAACTGTGTGA
GAGGCCCACCGCCGCT
GTGCACGTCCACCACC
Randomly Fragment
GATCGTCTAGAATCTC
GAGATCTCTGAGAGTC
GTGGGAAACTGTGTGA
TGTGACTAGCCACAGT
GTGGGAAACTGTGTGA
TACGTGTGAGAGATGT
ATGATGCACCTGACCC
GGGTTTCACTCTCAAC
GACTCACTCCACCTCA
GTGGGAAACTGTGTGA
GAGGCCCACCGCCGCT
GTGCACGTCCACCACC
Clone DNA
Shotgun Sequencing Strategy
Generate Shotgun Sequence Reads
Assemble Sequence Reads into Sequence Contigs
‘Working Draft’ Sequence
Deduce Sequence
Final Sequence
Sequence Finishing
GATCGTCTAGAATCTC
GAGATCTCTGAGAGTC
GTGGGAAACTGTGTGA
TGTGACTAGCCACAGT
GTGGGAAACTGTGTGA
TACGTGTGAGAGATGT
ATGATGCACCTGACCC
GGGTTTCACTCTCAAC
GACTCACTCCACCTCA
GTGGGAAACTGTGTGA
GAGGCCCACCGCCGCT
GTGCACGTCCACCACC
Clone DNA
Subclones
Because raindrops fall in random locations, it takes many extra drops in certain areas to ensure
that every portion of the sidewalk gets wet.
The additional consideration for DNA sequencing is that the final accuracy of the sequence
depends on reading every DNA base multiple times (e.g., 30-50 times; called ‘coverage’).
Sequence Reads Like Raindrops on a Sidewalk
• Imagine you did not know this text.
• If you were to sequence this text the way
we sequence DNA, you would copy the
text, fragment it, and sequence the
fragments many times over (see right).
Sequence Assembly Challenges: Repeated Sequences
These fragments are like
DNA sequence reads
• Branches and loops represent alternative
assemblies in a complex and often repetitive
genome.
• An actual genome sequence is way more
repetitive and complex than a Dickens novel.
• Requires sophisticated computational tools to
assemble sequence correctly.
As the fragments are aligned to
reconstruct the text, notice that there
are ambiguities
Example of Genome Sequence Assembly
First Eukaryotic Genomes Sequenced by HGP
Dividing Up Human Genome During HGP
For example…
Challenges of Sequencing the Human Genome
 Human Genome: ~3,000,000,000 nucleotides (bases or base pairs)
 Sanger DNA sequencing Circa 1990: ~500-800 bases per read
 ‘Coverage’ (i.e., number of time each base is read) needed to be
high (e.g., >30-fold) to attain high accuracy
 Roughly half of human genome consists repetitive DNA, much of
it reflecting remnants of transposable elements
Generating the First Human Genome Sequence
Initial HGP Plan Automation & Scale Computational Power
• 6 Countries, 20 Centers, 1000’s of researchers
• ~1,000 bases/second, 24 hours/day, & 7 days/week for ~6 years
• Brute force using Sanger DNA sequencing and massive computational help
 Buffalo, NY blood donors
 93% of HGP’s human genome
sequence from 11 donors
 70% of HGP’s human genome
sequence from 1 donor
 HGP human genome sequence
was a ‘mosaic’ representation
of multiple people (a ‘reference’)
Whose Genome Was Sequenced by HGP?
Humorous Aside: Advocacy by some HGP researchers to select a ‘normal’ person
and sequence their genome first – as if anyone knows what ‘normal’ means!
 Significant attention to release and sharing of
HGP genome sequence data
 Two seminal meetings in Bermuda in 1996
and 1997
 Landmark agreement for rapid data release
and public access to HGP genome
sequence data
 Became known as ‘Bermuda Principles’
 Among the most important legacy of HGP
Bermuda Principles for Data Sharing
Two Major Protagonists of HGP Drama
Francis Collins (UVA Alumnus) Craig Venter (UCSD Alumnus)
Two Major Protagonists of HGP Drama
Craig Venter (UCSD Alumnus)
• At NIH at beginning of HGP, pioneered use of
expressed-sequence tags (ESTs) as shortcut
for studying genes (sequencing RNA instead
of DNA)
• Began patenting human genes at furious pace,
arousing controversy
• Left NIH, founded private research institute,
and became HGP participant
• Grew impatient about pace of HGP; left HGP
and joined forces with company that
commercialized new automated instrument for
very high-throughput Sanger DNA sequencing
to create Celera Genomics
• Celera Genomics aimed to compete with the
HGP in generating the first human genome
sequence and sell subscriptions for accessing
their genomic data
Francis Collins (UVA Alumnus)
• Physician (medical geneticist) and
scientist
• HGP participant at U. of Michigan before
becoming Director of NIH’s ‘genome
institute’ (succeeding Jim Watson)
• Became de facto leader of international
consortium of HGP centers sequencing
human genome
• Later appointed NIH Director by
President Obama (and recently Acting
Science Advisor to President Biden)
Initial HGP Plan
‘Clone-by-Clone
Shotgun Sequencing’
VS
Editorial Aside: Not really a fair ‘race’ since Celera had access to HGP data (but not vice versa)!!!
Purported ‘Race’ to Sequence Human Genome
Venter/Celera Plan
‘Whole-Genome
Shotgun Sequencing’
June 2000: Draft Sequence of Human Genome
Vanity Fair (December 2000)
Press Coverage of the ‘Race’
February 2001: Papers Reporting
Draft Sequence of Human Genome
HGP Paper Venter/Celera Paper
 Venter/Celera could not fully assemble the human genome
sequence and relied on the publicly available data to resolve
many of the difficult regions; had little interest in improving (i.e.,
‘finishing’) sequence beyond ‘working draft’ quality
 HGP focused on improving the human genome sequence from a
‘working draft’ to high-quality ‘finished’
 Celera’s business plan to sell subscription access to the human
genome sequence eventually failed
 Venter moved on to various other endeavors
After June 2000 Announcement &
February 2001 Publications
Initial HGP Plan Venter/Celera Plan Ultimate HGP Plan
+ =
Generating the First Human Genome Sequence
 National DNA Day established
 HGP completion & 50th
anniversary of discovery of
DNA’s double-helical structure
April 25, 2003: HGP Completion
Highlight Features of HGP
 Completed ahead of schedule (13 years) and underbudget
 Signature accomplishment was generation of an extremely high-
quality sequence for >90% (‘near-complete’ or ‘essentially
complete’) of human genome
 Cost of generating first human genome sequence by HGP: ~$1 billion
 The ‘race’ between HGP and Venter/Celera melted away after
announcement of draft human genome sequence in 2000
 Similarly, the initial concerns about the HGP from some parts of the
scientific community largely melted away
 HGP set the field of genomics into a trajectory of widespread
dissemination across biology, medicine, and society
To Learn More about HGP…
genome.gov/HGP
 HGP produced a high-quality human genome sequence, but it
only accounted for 92% of the human genome
 Remaining 8% was not ‘readable’ using the then-available
methods for DNA sequencing, but those regions are important
for structural (centromere and telomeres) and medical reasons
 Several new ‘revolutionary’ methods for DNA sequencing have
been developed over the last ~20 years
 These new methods plus better computational approaches set
the stage for a new group of researchers to (finally) generate
a truly complete sequence of the human genome in 2022
Epilogue: A Truly Complete
Human Genome Sequence
2022: A Truly Complete Human Genome Sequence
Recent Time Video
Take-Home Messages
 HGP: 1990-2003
 HGP used a map-first, sequence-second strategy to study the human genome
 HGP used Sanger DNA sequencing – not a revolutionary new DNA sequencing method
 Sequencing the human genome was particularly difficult because of its large size, complexity,
and extensive amounts of repetitive regions
 Genome sequence assembly was (and remains) a major challenge; repetitive regions present
a particular obstacle to accurately assembling genome sequences
 Venter/Celera pursued a whole-genome sequencing strategy and tried to build a business
selling access to their data; both efforts fell short of expectations
 Ultimately, the HGP completed the task of generating the first high-quality ‘essentially
complete’ sequence of the human genome; 19 years later (in 2022), a truly complete
(‘telomere-to-telomere’) human genome sequence was finally generated
In reality, HGP was the end of one journey, but
the beginning of another.
For example, HGP determined the sequence of
most of the ~3 billion bases in the human genome,
with the next phase focused on INTERPRETING the
information encoded in that sequence – something
that continues to the present time.
Take-Home Messages
Beyond the HGP
Scale of the Human Genome Sequence
www.youtube.com/watch?v=eLmElwzOCdU

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9_1_Human_Genome_Project.pptx

  • 1. The Story of The Human Genome Project (HGP) …as Told by a Front-Line Participant Director, National Human Genome Research Institute Eric Green, M.D., Ph.D.
  • 2. Molecular Biology Revolution Set the Stage for the Human Genome Project (HGP) 1970s 1977 1983 DNA Cloning DNA Sequencing Polymerase Chain Reaction (PCR)
  • 3. 1986 1984 Drumbeat of Discussions Leading Up to HGP 1987 1988 1988 1989 “For the newly developing discipline of [genome] mapping/sequencing (including the analysis of the information), we have adopted the term GENOMICS… Genomics
  • 4. 1. Expect to be a 15-year initiative 2. Gain experience with model (i.e., well-studied, experimental) organisms with smaller genomes before giving full attention to human genome 3. In each case, map (i.e., organize) DNA first and then sequence (i.e., read) DNA 4. Wait to sequence human genome until a new ‘revolutionary’ DNA sequencing method(s) becomes available – replacing Sanger DNA sequencing 5. Make generating the first sequence of the human genome the signature accomplishment of the HGP Spoiler Alerts: #1  An overestimate #2  Maintained #3  Mostly maintained #4  Abandoned #5  Absolutely true! Initially Envisioned Plan for HGP
  • 5. Fruit Fly & Nematode Yeast Human Mouse 500M years 80M years 1,000M years Organisms of the HGP Evolutionary Separation
  • 6. ~3,000,000,000 bp ~160,000,000 bp ~100,000,000 bp ~15,000,000 bp Human Genome Mouse Genome Fruit Fly Genome Nematode Genome Yeast Genome Books to Conceptualize Genomes bp = base pairs
  • 7.  Scientific community had mixed opinions about HGP  No detailed start-to-finish plan for executing HGP (i.e., overt expectation to ‘figure it out along the way’)  Genomics was a ‘toddler’ field, growing up as a melting pot of scientific immigrants from other disciplines  Painfully early days of a functional internet Realities of 1990 (@ HGP Launch)
  • 8.  International in terms of funding and participants U.S. Funders: National Institutes of Health (NIH) Department of Energy (DOE) Other Countries: Some government funders Some private funders  Distributed consortium-based (‘team science’) effort  For studying the human genome: ‘divide & conquer’ strategy Implementation of HGP
  • 9. 1991-1995 1993-1998 1998-2003 HGP Guided by Periodically Updated Plans
  • 10. Genomes Organized by Chromosomes Fruit Fly Yeast Human Nematode
  • 11. Human Chromosome (~130 Mb) Smaller Clones (~0.1-0.2 Mb) GATCGTCTAGAATCTC GAGATCTCTGAGAGTC GTGGGAAACTGTGTGA TGTGACTAGCCACAGT TAGGTATTGGGGCATT TACGTGTGAGAGATGT ATGATGCACCTGACCC GGGTTTCACTCTCAAC GACTCACTCCACCTCA CCGGTTAGACATACAT GAGGCCCACCGCCGCT GTGCACGTCCACCACC Human Genome (~3,000 Mb) GATCGTCTAGAATCTC GAGATCTCTGAGAGTC GTGGGAAACTGTGTGA TGTGACTAGCCACAGT TG TACGTGTGAGAGATGT ATGATGCACCTGACCC GGGTTTCACTCTCAAC GACTCACTCCACCTCA CC GAGGCCCACCGCCGCT GTGCACGTCCACCACC GATCGTCTAGAATCTC GAGATCTCTGAGAGTC GTGGGAAACTGTGTGA TGTGACTAGCCACAGT TG TACGTGTGAGAGATGT ATGATGCACCTGACCC GGGTTTCACTCTCAAC GACTCACTCCACCTCA CC GAGGCCCACCGCCGCT GTGCACGTCCACCACC GATCGTCTAGAATCTC GAGATCTCTGAGAGTC GTGGGAAACTGTGTGA TGTGACTAGCCACAGT TG TACGTGTGAGAGATGT ATGATGCACCTGACCC GGGTTTCACTCTCAAC GACTCACTCCACCTCA CC GAGGCCCACCGCCGCT GTGCACGTCCACCACC GATCGTCTAGAATCTC GAGATCTCTGAGAGTC GTGGGAAACTGTGTGA TGTGACTAGCCACAGT TG TACGTGTGAGAGATGT ATGATGCACCTGACCC GGGTTTCACTCTCAAC GACTCACTCCACCTCA CC GAGGCCCACCGCCGCT GTGCACGTCCACCACC GATCGTCTAGAATCTC GAGATCTCTGAGAGTC GTGGGAAACTGTGTGA TGTGACTAGCCACAGT TG TACGTGTGAGAGATGT ATGATGCACCTGACCC GGGTTTCACTCTCAAC GACTCACTCCACCTCA CC GAGGCCCACCGCCGCT GTGCACGTCCACCACC GATCGTCTAGAATCTC GAGATCTCTGAGAGTC GTGGGAAACTGTGTGA TGTGACTAGCCACAGT TG TACGTGTGAGAGATGT ATGATGCACCTGACCC GGGTTTCACTCTCAAC GACTCACTCCACCTCA CC GAGGCCCACCGCCGCT GTGCACGTCCACCACC GATCGTCTAGAATCTC GAGATCTCTGAGAGTC GTGGGAAACTGTGTGA TGTGACTAGCCACAGT TGTGACTAGCCACAGT TACGTGTGAGAGATGT ATGATGCACCTGACCC GGGTTTCACTCTCAAC GACTCACTCCACCTCA CCGGTTAGACATACAT GAGGCCCACCGCCGCT GTGCACGTCCACCACC Larger Clones (~0.5-1.0 Mb) Scale of Genomes, Chromosomes, & Clones Roughly size of entire fruit fly or nematode genome
  • 12. Clone-Based Physical Mapping Chromosome Clone Contigs Clones Larger Clones (like ‘Chapters’) Smaller Clones (like ‘Pages’)
  • 13. Sequence-Ready Clone Contig Map Caveat: Note that the book metaphor is imperfect – adjacent clones (i.e., pages) actually overlap slightly rather than having precise ‘page breaks’ between clones (i.e., pages). Clones highlighted by red rectangles selected for DNA sequencing
  • 14. Shotgun Sequencing Shotgun sequencing is a laboratory technique for determining the DNA sequence of an organism’s genome (or part of the genome). The method involves randomly breaking up the DNA into small fragments that are then sequenced individually. A computer program looks for overlaps in the DNA sequences, using them to reassemble the fragments in their correct order to determine the sequence of the starting DNA. From NHGRI’s ‘Talking Glossary’ genome.gov/genetics-glossary
  • 15. Subclone Construction Subclone Fragments Prepare Multiple Copies GATCGTCTAGAATCTC GAGATCTCTGAGAGTC GTGGGAAACTGTGTGA TGTGACTAGCCACAGT GTGGGAAACTGTGTGA TACGTGTGAGAGATGT ATGATGCACCTGACCC GGGTTTCACTCTCAAC GACTCACTCCACCTCA GTGGGAAACTGTGTGA GAGGCCCACCGCCGCT GTGCACGTCCACCACC GATCGTCTAGAATCTC GAGATCTCTGAGAGTC GTGGGAAACTGTGTGA TGTGACTAGCCACAGT GTGGGAAACTGTGTGA TACGTGTGAGAGATGT ATGATGCACCTGACCC GGGTTTCACTCTCAAC GACTCACTCCACCTCA GTGGGAAACTGTGTGA GAGGCCCACCGCCGCT GTGCACGTCCACCACC GATCGTCTAGAATCTC GAGATCTCTGAGAGTC GTGGGAAACTGTGTGA TGTGACTAGCCACAGT GTGGGAAACTGTGTGA TACGTGTGAGAGATGT ATGATGCACCTGACCC GGGTTTCACTCTCAAC GACTCACTCCACCTCA GTGGGAAACTGTGTGA GAGGCCCACCGCCGCT GTGCACGTCCACCACC GATCGTCTAGAATCTC GAGATCTCTGAGAGTC GTGGGAAACTGTGTGA TGTGACTAGCCACAGT GTGGGAAACTGTGTGA TACGTGTGAGAGATGT ATGATGCACCTGACCC GGGTTTCACTCTCAAC GACTCACTCCACCTCA GTGGGAAACTGTGTGA GAGGCCCACCGCCGCT GTGCACGTCCACCACC GATCGTCTAGAATCTC GAGATCTCTGAGAGTC GTGGGAAACTGTGTGA TGTGACTAGCCACAGT GTGGGAAACTGTGTGA TACGTGTGAGAGATGT ATGATGCACCTGACCC GGGTTTCACTCTCAAC GACTCACTCCACCTCA GTGGGAAACTGTGTGA GAGGCCCACCGCCGCT GTGCACGTCCACCACC Randomly Fragment GATCGTCTAGAATCTC GAGATCTCTGAGAGTC GTGGGAAACTGTGTGA TGTGACTAGCCACAGT GTGGGAAACTGTGTGA TACGTGTGAGAGATGT ATGATGCACCTGACCC GGGTTTCACTCTCAAC GACTCACTCCACCTCA GTGGGAAACTGTGTGA GAGGCCCACCGCCGCT GTGCACGTCCACCACC Clone DNA
  • 16. Shotgun Sequencing Strategy Generate Shotgun Sequence Reads Assemble Sequence Reads into Sequence Contigs ‘Working Draft’ Sequence Deduce Sequence Final Sequence Sequence Finishing GATCGTCTAGAATCTC GAGATCTCTGAGAGTC GTGGGAAACTGTGTGA TGTGACTAGCCACAGT GTGGGAAACTGTGTGA TACGTGTGAGAGATGT ATGATGCACCTGACCC GGGTTTCACTCTCAAC GACTCACTCCACCTCA GTGGGAAACTGTGTGA GAGGCCCACCGCCGCT GTGCACGTCCACCACC Clone DNA Subclones
  • 17. Because raindrops fall in random locations, it takes many extra drops in certain areas to ensure that every portion of the sidewalk gets wet. The additional consideration for DNA sequencing is that the final accuracy of the sequence depends on reading every DNA base multiple times (e.g., 30-50 times; called ‘coverage’). Sequence Reads Like Raindrops on a Sidewalk
  • 18. • Imagine you did not know this text. • If you were to sequence this text the way we sequence DNA, you would copy the text, fragment it, and sequence the fragments many times over (see right). Sequence Assembly Challenges: Repeated Sequences These fragments are like DNA sequence reads • Branches and loops represent alternative assemblies in a complex and often repetitive genome. • An actual genome sequence is way more repetitive and complex than a Dickens novel. • Requires sophisticated computational tools to assemble sequence correctly. As the fragments are aligned to reconstruct the text, notice that there are ambiguities
  • 19. Example of Genome Sequence Assembly
  • 20. First Eukaryotic Genomes Sequenced by HGP
  • 21. Dividing Up Human Genome During HGP For example…
  • 22. Challenges of Sequencing the Human Genome  Human Genome: ~3,000,000,000 nucleotides (bases or base pairs)  Sanger DNA sequencing Circa 1990: ~500-800 bases per read  ‘Coverage’ (i.e., number of time each base is read) needed to be high (e.g., >30-fold) to attain high accuracy  Roughly half of human genome consists repetitive DNA, much of it reflecting remnants of transposable elements
  • 23. Generating the First Human Genome Sequence Initial HGP Plan Automation & Scale Computational Power • 6 Countries, 20 Centers, 1000’s of researchers • ~1,000 bases/second, 24 hours/day, & 7 days/week for ~6 years • Brute force using Sanger DNA sequencing and massive computational help
  • 24.  Buffalo, NY blood donors  93% of HGP’s human genome sequence from 11 donors  70% of HGP’s human genome sequence from 1 donor  HGP human genome sequence was a ‘mosaic’ representation of multiple people (a ‘reference’) Whose Genome Was Sequenced by HGP? Humorous Aside: Advocacy by some HGP researchers to select a ‘normal’ person and sequence their genome first – as if anyone knows what ‘normal’ means!
  • 25.  Significant attention to release and sharing of HGP genome sequence data  Two seminal meetings in Bermuda in 1996 and 1997  Landmark agreement for rapid data release and public access to HGP genome sequence data  Became known as ‘Bermuda Principles’  Among the most important legacy of HGP Bermuda Principles for Data Sharing
  • 26. Two Major Protagonists of HGP Drama Francis Collins (UVA Alumnus) Craig Venter (UCSD Alumnus)
  • 27. Two Major Protagonists of HGP Drama Craig Venter (UCSD Alumnus) • At NIH at beginning of HGP, pioneered use of expressed-sequence tags (ESTs) as shortcut for studying genes (sequencing RNA instead of DNA) • Began patenting human genes at furious pace, arousing controversy • Left NIH, founded private research institute, and became HGP participant • Grew impatient about pace of HGP; left HGP and joined forces with company that commercialized new automated instrument for very high-throughput Sanger DNA sequencing to create Celera Genomics • Celera Genomics aimed to compete with the HGP in generating the first human genome sequence and sell subscriptions for accessing their genomic data Francis Collins (UVA Alumnus) • Physician (medical geneticist) and scientist • HGP participant at U. of Michigan before becoming Director of NIH’s ‘genome institute’ (succeeding Jim Watson) • Became de facto leader of international consortium of HGP centers sequencing human genome • Later appointed NIH Director by President Obama (and recently Acting Science Advisor to President Biden)
  • 28. Initial HGP Plan ‘Clone-by-Clone Shotgun Sequencing’ VS Editorial Aside: Not really a fair ‘race’ since Celera had access to HGP data (but not vice versa)!!! Purported ‘Race’ to Sequence Human Genome Venter/Celera Plan ‘Whole-Genome Shotgun Sequencing’
  • 29. June 2000: Draft Sequence of Human Genome
  • 30. Vanity Fair (December 2000) Press Coverage of the ‘Race’
  • 31. February 2001: Papers Reporting Draft Sequence of Human Genome HGP Paper Venter/Celera Paper
  • 32.  Venter/Celera could not fully assemble the human genome sequence and relied on the publicly available data to resolve many of the difficult regions; had little interest in improving (i.e., ‘finishing’) sequence beyond ‘working draft’ quality  HGP focused on improving the human genome sequence from a ‘working draft’ to high-quality ‘finished’  Celera’s business plan to sell subscription access to the human genome sequence eventually failed  Venter moved on to various other endeavors After June 2000 Announcement & February 2001 Publications
  • 33. Initial HGP Plan Venter/Celera Plan Ultimate HGP Plan + = Generating the First Human Genome Sequence
  • 34.  National DNA Day established  HGP completion & 50th anniversary of discovery of DNA’s double-helical structure April 25, 2003: HGP Completion
  • 35. Highlight Features of HGP  Completed ahead of schedule (13 years) and underbudget  Signature accomplishment was generation of an extremely high- quality sequence for >90% (‘near-complete’ or ‘essentially complete’) of human genome  Cost of generating first human genome sequence by HGP: ~$1 billion  The ‘race’ between HGP and Venter/Celera melted away after announcement of draft human genome sequence in 2000  Similarly, the initial concerns about the HGP from some parts of the scientific community largely melted away  HGP set the field of genomics into a trajectory of widespread dissemination across biology, medicine, and society
  • 36. To Learn More about HGP… genome.gov/HGP
  • 37.  HGP produced a high-quality human genome sequence, but it only accounted for 92% of the human genome  Remaining 8% was not ‘readable’ using the then-available methods for DNA sequencing, but those regions are important for structural (centromere and telomeres) and medical reasons  Several new ‘revolutionary’ methods for DNA sequencing have been developed over the last ~20 years  These new methods plus better computational approaches set the stage for a new group of researchers to (finally) generate a truly complete sequence of the human genome in 2022 Epilogue: A Truly Complete Human Genome Sequence
  • 38. 2022: A Truly Complete Human Genome Sequence
  • 40. Take-Home Messages  HGP: 1990-2003  HGP used a map-first, sequence-second strategy to study the human genome  HGP used Sanger DNA sequencing – not a revolutionary new DNA sequencing method  Sequencing the human genome was particularly difficult because of its large size, complexity, and extensive amounts of repetitive regions  Genome sequence assembly was (and remains) a major challenge; repetitive regions present a particular obstacle to accurately assembling genome sequences  Venter/Celera pursued a whole-genome sequencing strategy and tried to build a business selling access to their data; both efforts fell short of expectations  Ultimately, the HGP completed the task of generating the first high-quality ‘essentially complete’ sequence of the human genome; 19 years later (in 2022), a truly complete (‘telomere-to-telomere’) human genome sequence was finally generated
  • 41. In reality, HGP was the end of one journey, but the beginning of another. For example, HGP determined the sequence of most of the ~3 billion bases in the human genome, with the next phase focused on INTERPRETING the information encoded in that sequence – something that continues to the present time. Take-Home Messages Beyond the HGP
  • 42. Scale of the Human Genome Sequence www.youtube.com/watch?v=eLmElwzOCdU