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Scientists have published the first human “pangenome” — a full genetic sequence that incorporates genomes from not just one individual, but 47. 

These 47 individuals hail from around the globe and thus vastly increase the diversity of the genomes represented in the sequence, compared to the previous full human genome sequence that scientists use as their reference for study. The first human genome sequence was released with some gaps in 2003 and only made “gapless” in 2022. If that first human genome is a simple linear string of genetic code, the new pangenome is a series of branching paths.

The ultimate goal of the Human Pangenome Reference Consortium, which published the first draft of the pangenome on Wednesday (May 10) in the journal Nature (opens in new tab) , is to sequence at least 350 individuals from different populations around the world. Although 99.9% of the genome is the same from person to person, there is a lot of diversity found in that final 0.1%. 

“Rather than using a single genome sequence as our coordinate system, we should instead have a representation that is based on the genomes of many different people so we can better capture genetic diversity in humans,” Melissa Gymrek (opens in new tab) , a genetics researcher at the University of California, San Diego, who was not involved in the project, told Live Science. 

Related: More than 150 ‘made-from-scratch’ genes are in the human genome. 2 are totally unique to us. 

The newly drafted human pangenome is a collection of different genomes from which to compare an individual genome sequence. Like a map of the subway system, the pangenome graph has many possible routes for a sequence to take, represented by the different colors.   The detouring paths at the top of the image represent single nucleotide variants (SNVs), which are single letter differences. The yellow path that loops around itself and repeats the same nucleotides represents a duplication variant. The pink path that loops counterclockwise and follows the nucleotide sequence backwards represents an inversion variant. At the bottom, the green and dark blue paths miss the C nucleotide in its route and represent a deletion variant. The light blue path, which has extra nucleotides in its route, represents an insertion variant. (Image credit: Darryl Leja, NHGRI) A reference for health 

The first full human genome sequence was completed in 2003 by the Human Genome Project and was based on one person’s DNA. Later, bits and pieces from about 20 other individuals were added, but 70% of the sequence scientists use to benchmark genetic variation still comes from a single person. 

Geneticists use the reference genome as a guide when sequencing pieces of people’s genetic codes, Arya Massarat (opens in new tab) , a doctoral student in Gymrek’s lab who co-authored an editorial about the new research with her in the journal Nature, told Live Science. They match the newly decoded DNA snippets to the reference to figure out how they fit within the genome as a whole. They also use the reference genome as a standard to pinpoint genetic variations — different versions of genes that diverge from the reference — that might be linked with health conditions. 

But with a single reference mostly from one person, scientists have only a limited window of genetic diversity to study.

The first pangenome draft now doubles the number of large genome variants, known as structural variants, that scientists can detect, bringing them up to 18,000. These are places in the genome where large chunks have been deleted, inserted or rearranged. The new draft also adds 119 million new base pairs, meaning the paired “letters” that make up the DNA sequence, and 1,115 new gene duplication mutations to the previous version of the human genome.

“It really is understanding and cataloging these differences between genomes that allow us to understand how cells operate and their biology and how they function, as well as understanding genetic differences and how they contribute to understanding human disease,” study co-author Karen Miga (opens in new tab) , a geneticist at the University of California, Santa Cruz, said at a press conference held May 9. 

The pangenome could help scientists get a better grasp of complex conditions in which genes play an influential role, such as autism, schizophrenia, immune disorders and coronary heart disease, researchers involved with the study said at the press conference. 

For example, the Lipoprotein A gene is known to be one of the biggest risk factors for coronary heart disease in African Americans, but the specific genetic changes involved are complex and poorly understood, study co-author Evan Eichler (opens in new tab) , a genomics researcher at the University of Washington in Seattle, told reporters. With the pangenome, researchers can now more thoroughly compare the variation in people with heart disease and without, and this could help clarify individuals’ risk of heart disease based on what variants of the gene they carry. 

Related: As little as 1.5% of our genome is ‘uniquely human’  A diverse understanding 

The current pangenome draft used data from participants in the 1000 Genomes Project, which was the first attempt to sequence genomes from a large number of people from around the world. The included participants had agreed for their genetic sequences to be anonymized and included in publicly available databases. 

The new study also used advanced sequencing technology called “long-read sequencing,” as opposed to the short-read sequencing that came before. Short-read sequencing is what happens when you send your DNA to a company like 23andMe, Eichler said. Researchers read out small segments of DNA and then stitch them together into a whole. This kind of sequencing can capture a decent amount of genetic variation, but there can be poor overlap between each DNA fragment. Long-read sequencing, on the other hand, captures big segments of DNA all at once. RELATED STORIES—Humans’ big-brain genes may have come from ‘junk DNA’

—Rosalind Franklin knew DNA was a helix before Watson and Crick, unpublished material reveals

—Smallest genome of living creature discovered 

While it’s possible to sequence a genome with short-read sequencing for about $500, long-read sequencing is still expensive, costing about $10,000 a genome, Eichler said. The price is coming down, however, and the pangenome team hopes to sequence their next batches of genomes at half that cost or less. 

The researchers are working to recruit new participants to continue to fill in diversity gaps in the pangenome, study co-author Eimear Kenny (opens in new tab) , a professor of medicine and genetics at  the Institute for Genomic Health at Icahn School of Medicine at Mount Sinai in New York City, told reporters. Because genetic information is sensitive and because different rules govern data-sharing and privacy in different countries, this is delicate work. Issues include privacy, informed consent, and the possibility of discrimination based on genetic information, Kenny said. 

Already, researchers are uncovering new genetic processes with the draft pangenome. In two papers published in Nature alongside the work, researchers looked at highly repetitive segments of the genome. These segments have traditionally been difficult to study, biochemist Brian McStay (opens in new tab) of the National University of Ireland Galway, told Live Science, because sequencing them via short-read technology makes it hard to understand how they fit together. The long read technology allows for long chunks of these repetitive sequences to be read at once. 

The studies found that in one type of repetitive sequence (opens in new tab) , known as segmental duplications, there is a larger than expected amount of variation, potentially a mechanism for the long-term evolution of new functions for genes. In another type of repetitive sequence (opens in new tab) that is responsible for building the cellular machines that create new proteins, though, the genome stays remarkably stable. The pangenome allowed researchers to discover a potential mechanism for how these key segments of DNA stay consistent over time.

“This is just the start,” McStay said. “There will be a whole lot of new biology that will come out of this.”

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Washington’s second-biggest city, Spokane, bans crypto ATMs

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Washington’s second-biggest city, Spokane, bans crypto ATMs

Washington’s second-biggest city, Spokane, bans crypto ATMs

Spokane City Council has banned crypto ATMs to curb rising scams, giving operators 60 days to remove machines amid concerns over fraud and vulnerable residents.

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Archetyp dark web market shut down, but ecosystem adapts: TRM Labs

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Archetyp dark web market shut down, but ecosystem adapts: TRM Labs

Archetyp dark web market shut down, but ecosystem adapts: TRM Labs

The Archetyp dark web market had over 600,000 users, a total transaction volume of at least $287 million and over 17,000 listings, mainly offering drugs for sale.

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Panthers relied on Marchand’s ‘magic’ in Cup run

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Panthers relied on Marchand's 'magic' in Cup run

SUNRISE, Fla. — After 14 years, Brad Marchand was reunited with the Stanley Cup. He lifted and kissed the silver chalice moments after the Florida Panthers won Game 6 against the Edmonton Oilers, 5-1, closing out their series and capturing the Cup for a second straight season on Tuesday night.

“It feels completely different. I have so much more respect and appreciation for how difficult it was to get here, how hard it is and the amount of things that need to go right to win. Everything has to line up perfectly,” said Marchand, who won the Stanley Cup with the Boston Bruins in 2011. “My situation’s a perfect example of that. I shouldn’t have been here, but it worked out.”

Marchand, 37, was a driving force behind the Panthers’ Stanley Cup win. He had 10 goals and 10 assists in 23 games, skating a plus-17 with linemates Anton Lundell and Eetu Luostarinen. While he didn’t score in Game 6, Marchand had 6 goals in 6 games in the Stanley Cup Final with two game-winning goals.

“He’s been a big-game player his whole career. In 2011, he was arguably our best player,” said Shawn Thornton, Marchand’s teammate on the Bruins who is now a business executive for the Panthers. “I wasn’t surprised to see the magic he was making. I don’t think the age thing is in his head.”

Marchand spent 16 NHL seasons with the Bruins until a contract extension impasse led to an NHL trade deadline move to the Panthers. It was a surreal moment for Marchand and the Panthers, as Florida had eliminated the Bruins from the 2023 and 2024 playoffs. Last postseason, Panthers center Sam Bennett injured Marchand with a sucker punch. On Tuesday night, the skated the Stanley Cup as teammates.

“As soon as he got traded here, he chirped me in the group chat instantly for our history and the last playoffs,” recalled Bennett, who won the Conn Smythe Trophy as NHL playoff MVP.

“What he’s meant to this team … I truly don’t think we win a Stanley Cup without him. His leadership, his will to win, it’s inspiring. I was telling him before every game, ‘We’re going to follow you.’ And we did. He was a dog every night. He for sure could have won this trophy,” Bennett said. “He’s a better player and person than I ever knew and I’m grateful that I got to play with him.”

Marchand said going from nemesis to teammate is a tribute to the chemistry of the Panthers.

“It just shows you that once you become part of a group and you get into this environment … when you’re playing on the same team with each other, you create such an incredible bond,” he said. “They already had an unbelievable culture that the new guys were able to kind of come into and just buy in and enjoy it and embrace it. They made it very easy.”

Florida general manager Bill Zito said Marchand also did his part to build team chemistry.

“I’ve been telling everyone that as much as he did on the ice, it’s what he did in the room that matters,” he said. “If you came in this morning, you wouldn’t have known who the new guy was. That says as much about who he is as a teammate and a hockey player as his extraordinary performance.”

For example, the Panthers started a tradition in the Stanley Cup Playoffs where they would shoot the plastic rats fans tossed on the ice after victories – a decades-long tradition for the team – at Marchand as they left for the dressing room. Even as Florida celebrated the Stanley Cup win, the tradition continued: Forward Sam Reinhart, who scored four goals in the victory, reached down and threw a rat at Marchand as he was kissing the Cup.

“It still felt heavy, that’s for sure,” said Marchand of the Cup. “It’s pretty incredible to do it here at home. It’s so many people here that I love and that had been a huge impact on being part of this, so it’s an incredible feeling.”

Marchand now faces an uncertain future as an unrestricted free agent this offseason. But after the best playoff series of his career in the Stanley Cup Final, he’ll have plenty of suitors.

Florida closed out the Oilers with two straight wins, both of them defined by early offensive and consistently good defense.

The Panthers took the lead just 4:36 into the first period on an incredible individual effort from Reinhart. Oilers defenseman Evan Bouchard passed the puck right to Reinhart just outside of the Edmonton zone. Reinhart skated into the zone, turned defenseman Mattias Ekholm inside out and beat goalie Stuart Skinner while falling down for his 8th goal of the playoffs. Skinner had returned as the starter after being benched in Game 5.

It would remain that way through the rest of the first period, which pitted two nervous teams against each other on specious ice, until Matthew Tkachuk scored his 8th of the playoffs. Using a perfect screen from Lundell in front of Skinner, Tkachuk’s shot from between the circles sailed into the back of the net for a 2-0 lead.

It continued a string of early dominance for the Panthers in the series. Florida scored at least 2 goals in the first period of all six games of the series and outscored the Oilers 9-0 in the last four games of the series.

The Panthers relied on goaltender Sergei Bobrovsky for 10 saves in the second period, who had help in the zone when he needed it. Then Reinhart struck again at 17:31 of the second period, as Aleksander Barkov turned a lackadaisical rebound by Skinner into a shot that banked off Reinhart and into the net for a 3-0 lead.

Reinhart completed his hat trick at 13:26 of the third period with an empty-net goal. Just 1:29 later, he scored his fourth goal of the game into another empty Edmonton net, giving him 11 goals on the postseason.

As the seconds ticked down, the Panthers began jumping over the boards to begin their celebration. The Panthers first team to repeat as Stanley Cup champions by beating the same team in both years since the Montreal Canadiens defeated the Bruins in the 1977 and 1978.

It was their third straight trip to the Stanley Cup Final. Does that make them a dynasty?

“Hell, yeah,” Tkachuk said. “Absolutely.”

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