A Star Surgeon Left a Trail of Dead Patients—and His Whistleblowers Were Punished
[Editor's Note: This is the first comprehensive account of the whistleblowers' side of a scandal that rocked the most hallowed halls in science – the same establishment that just last week awarded the Nobel Prize in Medicine. This still-unfolding saga is a cautionary tale about corruption, hype, and power that raises profound questions about how to uphold integrity in scientific research.]
When the world-famous Karolinska Institutet (KI) in Stockholm hired Dr. Paolo Macchiarini, he was considered a star surgeon and groundbreaking stem cell researcher. Handsome, charming and charismatic, Macchiarini was known as a trailblazer in a field that holds hope for curing a vast array of diseases.
It appeared that Macchiarini's miracle cure was working just as expected.
He claimed that he was regenerating human windpipes by seeding plastic scaffolds with stem cells from the patient's own bone marrow—a holy grail in medicine because the body will not reject its own cells. For patients who had trouble breathing due to advanced illness, a trachea made of their own cells would be a game-changer. Supposedly, the bone marrow cells repopulated the synthetic scaffolds with functioning, mucus-secreting epithelial cells, creating a new trachea that would become integrated into the patient's respiratory system as a living, breathing part. Macchiarini said as much in a dazzling presentation to his new colleagues at Karolinska, which is home to the Nobel Assembly – the body that has awarded the Nobel Prizes in Physiology or Medicine since 1901.
Karl-Henrik Grinnemo was a young cardiothoracic surgeon and researcher at Karolinska in 2010, when Macchiarini was hired. "He gave a fantastic presentation with lots of animation and everyone was impressed," Grinnemo says of his first encounter with Macchiarini. Grinnemo's own work focused on heart and aortic valve regeneration, also in the field of stem cell research. He and his colleagues were to help establish an interdisciplinary umbrella organization, under Macchiarini's leadership, called the Advanced Center for Translational Regenerative Medicine, which would aim to deliver cures from Karolinska's world-class laboratories to the bedsides of patients in desperate need.
Whistleblower Karl-Henrik Grinnemo and the Karolinska Institute.
Little did Grinnemo know that when KI hired Macchiarini, they had ignored a warning that the star surgeon had been accused of scientific misconduct by a colleague who had worked with him at the University of Florence. That blind eye would eventually cost three patients their lives in Sweden.
"A MIRACLE CURE"?
It has been said that if all you have is a hammer, everything looks like a nail, and it wasn't long before Macchiarini announced that he had a patient in dire need of one of the new artificial tracheas. The patient, a native of Eritrea who had emigrated to Iceland, had a slowly growing tumor on his trachea. Macchiarini had previously generated new windpipes from human donor tracheas outside of Sweden, but the Icelandic patient was the first to receive a synthetic trachea implant at Karolinska University Hospital. Macchiarini had already performed a similar procedure with decellularized donor tracheas on other patients around Europe, but not much was known at the time about their outcomes.
Of course, to justify a radical procedure such as removing a patient's trachea, one would need compelling evidence of effectiveness in animal studies, as well as an exhaustion of all other treatment alternatives. Macchiarini claimed that both conditions were met. He performed the implantation of the synthetic trachea as if he had received a hospital exemption. This is comparable to what the U.S. Food and Drug Administration classifies as "compassionate use," a procedure performed only in extreme circumstances, usually when the patient is terminal, and when no available alternative has worked.
Macchiarini personally invited Grinnemo to watch the all-day surgery, and, once the transplant was done after 10 grueling hours, Macchiarini asked him to close the patient. Then the 36-year-old man was transferred to another hospital, where Grinnemo and other attending physicians had little opportunity to follow his long-term recovery.
Two months later, Macchiarini approached Grinnemo with an invitation to be one of multiple co-authors on a paper about the case targeted for the New England Journal of Medicine. This was a huge opportunity for a junior researcher, and Grinnemo gladly agreed to write a one-month follow-up report on the Icelandic patient's clinical condition. He consulted the patient's medical records, which described a man with an infection in one lung but otherwise doing well, and wrote up his contribution. The patient had already been transferred back to Iceland by then and was home from the hospital. It appeared that Macchiarini's miracle cure was working just as expected.
But the ground was beginning to shake.
"We cannot find one word of evidence that points to regeneration induced by stem cells."
On September 2, 2011, three months after the Icelandic patient's surgery, a professor in Leuven, Belgium sent a written warning to KI's vice chancellor, Harriett Wallberg-Henriksson, stating that Macchiarini was guilty of prior research misconduct. This letter was forwarded to the new president at KI, professor Anders Hamsten, urging him to put a halt to more synthetic trachea implants. The accusations were grave.
Professor Pierre Delaere at Kathiolieke Universiteit asserted that synthetic tracheas coated with bone marrow cells did not, as Macchiarini had claimed, transform into living tracheas. He cited "countless" failures in animal experiments and called the outcome of Macchiarini's previous human surgeries "disastrous…half the patients died. The others are in a palliative setting….We cannot find one word of evidence that points to regeneration induced by stem cells."
Once again, KI simply ignored the warning, and Grinnemo and the 24 co-authors on the splashy academic paper about the latest surgery didn't even know about it. In the meantime, the New England Journal of Medicine rejected it for lacking a longer follow-up on the patients and missing data on how well the implants had integrated with the patient's respiratory system, so Macchiarini submitted it to The Lancet instead.
And he kept performing his experimental surgeries.
Soon there was a second transplant patient, a 30-year-old American man named Christopher Lyles. After his operation at KI, he returned to the U.S and the Swedish doctors were unable to follow his progress. Three months after his surgery, they learned that he had died at his home.
Paolo Macchiarini with Christopher Lyles, the American patient on whom he performed a trachea transplant in Stockholm in 2011. Lyles died a few months later.
Only four months after Lyles died, the third patient, a 22-year-old Turkish woman, received one of Macchiarini's grafts. In all three patients, Macchiarini had claimed that they were in dire straights—terminal if not for the hope of a trachea transplant, and he claimed a hospital exemption in all three cases. In fact, Grinnemo says, all three had been in stable condition before their surgeries—a reality Macchiarini did not share with his collaborators and co-authors on two academic papers about the surgeries that were subsequently published in The Lancet.
The Turkish woman's story is especially tragic. The young woman had initially undergone surgery elsewhere to fix an unrelated problem—hand sweating--but wound up with an accidentally damaged trachea that set her on a course of utter devastation. She sought help from Macchiarini, but his graft operation left her "living in hell," says Grinnemo. In intensive care afterward, her airways were producing so much mucus that they had to be cleared every four hours around the clock. The procedure "is like someone keeping your head under water every fourth hour until you almost suffocate to death. This is something that you wouldn't wish on your worst enemy," says Grinnemo.
By the spring of 2013, six months after Macchiarini's operation, the graft began to collapse. Several metal stents were inserted into her airways, but each one only worked for a short while. Macchiarini decided to remove the first plastic trachea and implant a new one. It seemed she couldn't get any worse, but after the second transplant, the young woman further deteriorated. Her airway secretions only increased; she had to undergo thousands of bronchoscopies, where an instrument was pushed down her throat into her lungs, and hundreds of surgeries during her three-year stint in the intensive care unit. Her body couldn't tolerate much more.
The whistleblowers realized that, despite Macchiarini's claims of successful operations in several now-published papers, the patients had been mutilated.
Grinnemo, together with fellow KI physicians Matthias Corbascio, Oscar Simonson and Thomas Fux, who were all involved in the care of the Turkish woman, became alarmed when the Icelandic patient came back to their hospital in the fall of 2013 with similar complaints. They realized that, despite Macchiarini's claims of successful operations in several now-published papers, the patients had been mutilated.
Both the Icelandic patient and the Turkish woman were too incapacitated to speak for themselves, so in the late fall of 2013, Grinnemo and his three concerned colleagues reached out to the patients' relatives seeking permission to review their medical records. It took weeks to receive the permissions, but once they did, what they found stunned them.
The Icelandic patient had developed fistulas (holes) between the artificial trachea and his esophagus, and had been fitted with several stents. Soon his esophagus also had to be removed, which Macchiarini was aware of. He should have reported these complications in the articles on which he was lead author, Grinnemo contends, and also should have informed his co-authors, each of whom had been responsible for writing up discrete sections of the papers. But Macchiarini had described each transplant as a success and had greatly exaggerated, if not outright lied, about how each patient had fared.
THE WHISTLEBLOWERS FIGHT BACK
Grinnemo and several other suspicious colleagues decided to launch an investigation. The result was a 500-page report identifying the synthetic tracheas as the problem and revealing that Macchiarini had falsified data and suppressed critical information in his reporting. He had even invented biopsies of the grafts, claiming that the marrow cells had populated them with functioning epithelial cells, while there was no real evidence of the patients' cells growing to line the tracheas.
The whistleblowers also discovered that Macchiarini had never received ethical clearance from Sweden's Human Ethical Review Board, nor had he gotten approval for his plastic tracheas from the Medical Product Agency, the Swedish counterpart to the FDA. He had relied entirely on his ability to do the surgeries under the hospital exemption, which he made everyone believe that he had obtained thanks to his star power.
What Macchiarini was doing, the investigators realized, was experimentation on living human subjects; he had circumvented the normal oversight protocols that exist to protect such subjects.
At a procedural meeting with his colleagues, including Dr. Ulf Lockowandt, the head of Karolinska University Hospital's Department of Cardiothoracic Surgery, Macchiarini dismissed the patients' complications as "manageable."
But among the large interdisciplinary team whose members had knowledge only of their own discrete specialties, doubts about Macchiarini's technique were festering. Complications in the patients only worsened when the tracheas inevitably began to collapse. There was a bursting open of sutures, holes in tissues adjacent to the implants, the disintegration of tissues that clogged bronchial passages. In far more than half of all the patients Macchiarini had operated on in several countries, patients died a lingering and agonizing death.
The last thing the whistleblowers expected was for the full weight of the institution to come crashing down against them.
When Grinnemo and his fellow investigators dug all this up, they decided they had to report it to the very top of Karolinska, to the institute's president, Anders Hamsten, so that he could stop Macchiarini from performing any further transplants. The last thing the whistleblowers expected was for the full weight of the institution to come crashing down against them.
"THEY WANTED TO SILENCE EVERYTHING"
KI had ample reason to sweep criticisms of Macchiarini under the rug. Up to 100 patients were about to be recruited for an international clinical study in which Macchiarini would do his implants—a nightmarish prospect considering his track record. But KI stood to receive millions of dollars in a government grant to conduct the study across Europe and Russia.
Still other incentives existed for KI to suppress Macchiarini's record. Plans were underway to establish a stem cell center in Hong Kong with over $45 million provided by a wealthy Chinese businessman. At the center, Macchiarini would be able to do his trachea transplants on patients in Asia. And in addition to the financial incentives to keep Macchiarini's brand associated with KI, many high-powered individuals were involved in his initial recruitment and didn't want their reputations tarnished, Grinnemo says. KI not only ignored the whistleblowers' allegations; punishment against them was swift and decisive.
On March 7, 2014, Grinnemo and the other whistleblowers met with Dr. Hamsten, in addition to two of Macchiarini's supervisors and the director of KI's Regenerative Network. They presented their findings and requested an official investigation by KI, including scrutiny of the now-six published research papers in which Macchiarini had claimed the success of his implants in humans. The whistleblowers also told the leadership about some rat studies Macchiarini had published in a prestigious journal that appeared to rely on falsified data.
Instead of the welcoming reception they expected, the room bristled with hostility. "I basically forced them to agree to an investigation," Grinnemo says, "but it was a very tough meeting. The feeling I got was that they wanted to silence everything and that they would continue to silence me and the other whistleblowers. We were already feeling the backlash."
From the left, whistleblowers Matthias Corbascio, Oscar Simonson, Thomas Fux and Karl-Henrik Grinnemo.
Previously, Grinnemo had confronted Macchiarini with questions about patients he had implanted in Russia prior to his stint at Karolinska. "Paolo Macchiarini realized we were onto something and he became very angry. He said he would do everything in his power to make my life miserable," Grinnemo recalls.
Macchiarini made good on his threat by filing a complaint about Grinnemo with the Swedish Research Council, the main funder of research in Sweden. At the time, Macchiarini and Grinnemo had jointly submitted a grant application on an aortic valve regeneration project, which the Council had approved. Macchiarini suddenly complained that Grinnemo had stolen his data on aortic valve regeneration, even though, unlike Grinnemo, Macchiarini was not a heart surgeon and had conducted no research on heart structures. In reality, all of the data had been generated by Grinnemo. The Council did a review and concluded that Grinnemo had not stolen the data, but Macchiarini spread rumors throughout KI that the young researcher was guilty of scientific misconduct. "He wanted to discredit me because he knew I was dangerous and he wanted to stop anyone from believing me," Grinnemo says.
In spite of the findings from the Council that he had committed no scientific misconduct, KI opened an investigation—not of Macchiarini, but of Grinnemo himself. It soon became clear that KI also wanted to discredit Grinnemo and to silence any possible rumors about Macchiarini's conduct. The whistleblowers continued to push forward, however, and over a period of several weeks they wrote to president Hamsten four times, asking that KI investigate the deadly transplants still being promoted by Macchiarini as some kind of miracle cure.
After four written requests, Hamsten replied that if the whistleblowers had concerns about Macchiarini, they should contact their supervisors or write a formal complaint. But the whistleblowers had already contacted several individuals in supervisory roles who had made it clear that they wanted nothing to do with the affair. It was obvious that KI would resist any investigation of Macchiarini and that no one, outside of the whistleblowers, wanted to take any responsibility for what could amount to a major scandal at one of the world's most powerful academic institutions.
The whistleblowers had another hostile and unproductive meeting with several doctors at KI with whom they shared a letter they had written to the journal Nature Communications, which published Macchiarini's article on rat experimentation, urging them to investigate whether he had falsified the data. Once again, the whistleblowers met with a wall of resistance. Grinnemo was now discredited because of the aortic valve grant application, the doctors reminded him, and no investigation or retraction of the Nature Communications article would be pursued.
In June 2014, KI made its retaliation against Grinnemo official by putting its legal counsel in charge of its investigation of his grant application. The university's ethical board then concluded that Grinnemo should have informed Macchiarini more clearly that he submitted the application to the Swedish Research Council and that he should have obtained a written acceptance from Macchiarini before proceeding with the application. KI could not find Grinnemo guilty of research misconduct, but accused him of "carelessness" regarding the usage of data—which was his own data all along.
A few years later, Grinnemo was totally cleared by both the Central Ethical Review Board and KI. However, the rumors surrounding the investigation and the finding that he hadn't "used data correctly" in a grant application had done their damage to his reputation. Since then, he has not received a single research grant. "You can't appeal the findings," Grinnemo says. "I don't know if I will ever get more research money. I'm totally dead."
The whistleblowers made multiple appeals to Dr. Lockowandt, the head of the Department of Cardiothoracic surgery, for an investigation into Macchiarini's implants, but they were stonewalled from the beginning. Lockowandt did nothing.
"The heads of departments at the KUH and KI didn't actually have that much power," Grinnemo explains. "Dr. Lockowandt thought he was fighting for his own career and position. He's basically a good person who decided to go the route of an administrator, and if you have conflicts with your superiors, your career will be over." In other words, a real investigation of Macchiarini's record could not happen with so much money and prestige riding on the continued presence of the star surgeon.
By August 11, 2014, the whistleblowers had made repeated requests of Dr. Hamsten for a meeting to present the data inconsistencies between Macchiarini's patients' medical records and what he had reported in numerous articles, all published in prestigious medical journals. When they finally received the answer—a cold instruction to submit a written notification to the heads of their departments—it was clear that KI was giving them the runaround.
But rather than simply ignore the whistleblowers, KI apparently decided to double down, trying to discredit them in an intimidation campaign.
KI even went so far as to force the chief medical officer of Karolinska University Hospital, Johan Bratt, to report the whistleblowers to Swedish police, claiming that they violated the law and the patients' privacy when they went through the patients´ charts and submitted their appeals for investigation to KI and the Central Ethical Review Board. KI claimed that their report revealed the identities of patients, even though they had been careful to anonymize all the information. The police interrogated several of the whistleblowers and concluded that they had done no wrong, but the incident made it clear how low KI would sink in its desire to harass them.
"You can't appeal the findings. I don't know if I will ever get more research money. I'm totally dead."
In private, Grinnemo's colleagues supported him, but feared coming forward out of the fear of losing their jobs. Grinnemo himself was in a tough spot. "I knew it would be difficult for me to do research but I hoped my position as a surgeon was secure," he says. "But after the New York Times article, I realized even that position was not as safe as I had thought."
THE MEDIA CATCHES ON -- WITH A PRICE
On November 24, 2014, The New York Times published a front-page story about Paolo Macchiarini based on the whistleblowers' investigation, which had leaked to the press. Officials at KI suspected one or more of the whistleblowers of being the leakers, but the publicity forced the top brass to at least appear to act. The next day they asked Dr. Bengt Gerdin, a professor of surgery at Sweden's Uppsala University, to do an investigation of Dr. Macchiarini. It's hard not to conclude that, after months of stonewalling on an institutional investigation, the Times article compelled them to do something. But KI still did not take any of the pressure off of Grinnemo and his three fellow whistleblowers.
One by one, each was informed that he would receive a formal warning from Dr. Lockowandt, the head of the cardiothoracic clinic, alleging that they had violated patient privacy by reading medical records. The whistleblowers countered that they had informed consents. They also asked for a meeting with Lockowandt and KI's attorneys, to which they brought a union representative and someone from the Swedish version of the American Medical Association. The union representative informed KI's attorneys that the doctors were actually required by law to consult a patient's medical records when the patient's life is in danger. Not doing so would have been a crime. Karolinska backed off on the formal warnings (which would have been the last step before actual termination) after that. But they found other ways to retaliate.
One whistleblower, Oscar Simonson, had been offered a residency at Karolinska University Hospital, but that offer was withdrawn without explanation. Grinnemo had expected to receive an advisor position in cardiothoracic surgery, but that promotion also evaporated. In addition, the number of surgeries he was tapped to perform was reduced and he was relegated to doing the "less popular" standard heart surgeries that began late in the afternoon and evenings.
The grinding day-to-day pressure on the whistleblowers never let up. On December 19, 2014, Dr. Lockowandt informed all four that they had been on the verge of being fired, but that hospital attorneys changed their minds at the last minute. By then not only were their reputations in tatters, but they had invested an estimated 10,000 hours of labor investigating Macchiarini's misconduct, appealing to KI, and defending themselves against KI's harassment.
When interviewed for this article, Grinnemo said, "I have never had a single day of vacation from this situation. In addition to dealing with it, I've been doing surgery and taking care of patients. I've had trouble sleeping, and it has affected my family. I haven't been able to focus on my family, and I feel guilty toward my kids." Of all the whistleblowers, Grinnemo seems to have received the brunt of the backlash.
KI was finally pushed to further action by yet more negative coverage of the Macchiarini affair in the media. In January 2015, Swedish National Television aired an exposé covering the Macchiarini surgeries and the desperate plight of the patients. In response, the Swedish public demanded that KI make a course correction. On February 19, KI withdrew all of its threats of formal warnings to the whistleblowers.
As the press event began, KI called the heads of the whistleblowers' departments to tell them to make sure the four didn't attend.
However, progress was incremental. On April 16, KI's ethical committee, which had done its own investigation, acquitted Macchiarini of allegations of scientific misconduct. This is the same university ethical board that had reprimanded Grinnemo over his usage of data in the aortic valve grant application.
The whistleblowers maintain that throughout the summer of 2015, KI was still far more focused on covering up the Macchiarini affair than on getting to the bottom of it. On May 13, the professor from Uppsala submitted the results of his independent investigation, in which he concluded that seven out of seven published articles in which Macchiarini was the lead author entailed the fabrication of data.
KI ignored the report. In August 2015, KI's president announced that Macchiarini had been cleared of all charges of scientific misconduct and that, magically, ethical approvals existed for the patient from Iceland. Macchiarini got a reprimand for being "a little sloppy" in his published descriptions of his patients. Then KI, eager to placate the public and salvage its reputation, held a press conference to announce the presumed innocence of its star surgeon.
As the press event began, KI called the heads of the whistleblowers' departments to tell them to make sure the four didn't attend, according to Grinnemo.
"They seemed to think we would come crashing in to the press conference and make a scene. It's ridiculous, but that's what they thought," says Grinnemo.
Around this time, KI asked that the whistleblowers compile and forward all of their correspondence with the independent investigator on the grounds that they were suspected of manipulating his investigation. The accusation went nowhere; the whistleblowers had barely spoken with him.
Then came a request from KI's IT department for the whistleblowers to compile and submit all of their emails for the preceding year. They were simply told that "an anonymous person" had made the request.
Throughout 2015, KI continued to go after the whistleblowers aggressively. That August, they were so discouraged that they felt they would never obtain any additional grants from the Swedish Research Council or any other funding organizations, and that their academic careers were over. To add insult to injury, a Swedish newspaper published an article defending Macchiarini and concluding that he was not guilty of violating the Helsinki Declaration, a statute put into effect after World War II protecting all humans from unauthorized medical experimentation.
THE TIDE TURNS, BUT REDEMPTION IS ELUSIVE
Then in November, they received a request from a Swedish filmmaker to be interviewed about the Macchiarini affair. Not knowing what angle the film was expected to take, they each put in hours in front of the camera. They wouldn't know the results of their interviews until January 2016, when the three-part documentary, "The Experiments," aired on Swedish television. The film documented the tortuous death of a Russian woman and the suffering of other patients who had received Macchiarini's implants.
That same month, a devastating article on Paolo Macchiarini was published in the American magazine Vanity Fair. Titled "The Celebrity Surgeon Who Used Love, Money and the Pope to Scam an NBC News Producer," the article revealed Macchiarini as an even more prolific fabulist and liar than anyone had remotely suspected. Not only did he fabricate data for multiple scientific papers, he had also lied about everything from his alleged medical training and celebrity connections to his personal relationship status.
Ironically, the woman who ultimately dismantled Macchiarini was Benita Alexander, a former producer for NBC News who was at one point engaged to marry him in a lavish ceremony that Macchiarini promised would be officiated by Pope Francis. Except that he didn't know the Pope, and he was already married to one woman and living with another.
Her story of heartbreak infuriated the public. The full list of people who had believed Macchiarini's almost countless fabrications may never be known—a tribute to his considerable personal charisma. But after the "The Experiments" and the Vanity Fair article, the public had had enough of Paolo Macchiarini. They demanded that KI's president step down and that Macchiarini be fired.
TV producer Benita Alexander appeared as a guest on Dr. Oz's show on February 14th, 2018 to discuss Dr. Macchiarini's deception. "He railroaded my life," she said.
In February 2016, there was a cascade of resignations and firings at KI. First, president Anders Hamsten stepped down. Then several top KI officials, including the General Secretary of the Nobel Assembly, the Dean of Research, and an advisor to KI's president, were either fired or stepped down. On March 3, several members of the board were replaced. The whistleblowers received an award for coming forward by an organization called Transparency International, but instead of heaving a sigh of relief, they only felt a continued sense of foreboding.
"We all felt very vulnerable because we knew that KI would retaliate in some way," says Grinnemo. A fellow whistleblower, Dr. Corbascio, gave an interview on a prime time news program saying that KI was a corrupt institution and should apologize to the patients' families and even pay them for their suffering. After that, both he and another colleague came under intensified scrutiny at work. They say that their supervisors, who were deeply involved in collaborations with Macchiarini, watched everything they did, apparently looking for a reason to fire them.
Grinnemo and Simonson both left KI to work for Uppsala University. But the lasting effects of the scandal followed them there. They still couldn't obtain any grants for new research, and other scientists at KI and elsewhere were unwilling to collaborate with them for fear of their own work being "tainted" by association.
On March 23, 2016, Paolo Macchiarini was finally sacked by KI. Still, the whistleblowers couldn't claim victory.
"Our aim," says Grinnemo, "was not to get him sacked but to stop the grafts, and we knew he would continue to do them in other countries. The clinical trial aiming to recruit 100 or so patients hadn't been halted. We tried to warn the Russian authorities and the EU grant office, and wanted them to stop the grant to Macchiarini. There was no response, so at that time we didn't know if the clinical trial would go forward."
Still, there was reason to hope. News of Macchiarini's scientific fraud, not to mention his personal debacle with Benita Alexander, had made its way around scientific circles in Germany and Britain, where a new investigation began.
Eventually, the entire board at Karolinska was replaced. Under its new president, the institute issued a decree this past summer finding the now thoroughly disgraced Macchiarini guilty of scientific misconduct, and concluding that six of his research papers should be retracted.
But in a cruelly ironic twist, KI took the whistleblowers' own investigation and turned it against them. KI's report found Grinnemo also guilty of scientific misconduct for apparently falling short in the care of the Icelandic patient, even though his role in the case had been minimal. It was like a punch in the gut, because the judgment cast Grinnemo as equally blameworthy to Macchiarini. It also failed to recognize that he had long ago not only withdrawn his name from the offending paper, but lobbied for years to have it retracted.
"This sends the message that whistleblowers in research will be punished. That's a serious problem."
The KI report also established the new category of "blameworthy" to describe two of the whistleblowers for their roles as co-authors in some of the papers. The whistleblowers did not receive a chance to respond to the new accusations before a decision was made to publicly reprimand them.
That decision can't be appealed.
Simonson told Science Magazine, "This sends the message that whistleblowers in research will be punished. That's a serious problem."
These days, Macchiarini is lying low but still publishing his supposed stem cell research, most recently on baboons. A paper published in March of this year in the Journal of Biomedical Materials lists his affiliation as Kazan Federal University in Russia, but in April 2017, the university fired him. He's rumored to be living in Italy and couldn't be reached for this article. He was investigated for criminal activity in Sweden and the case was closed without charges, but Grinnemo says that another prosecutor is now considering whether to bring charges against him for "aggravated manslaughter."
At KI, only Karin Dahlman Wright, who was the Institute's acting president during several months of these events, responded to a request for comment, but she claimed a near-total unawareness of the whistleblowers' narrative. Other officials there declined to be interviewed.
KI's clinical trial that was aiming to recruit new patients for biologically engineered tracheas is no longer happening. The European Commission posted on their research portal that the trial ended on March 31, 2017, stating: "Grant Agreement terminated."
As for Grinnemo, Simonson, Corbascio and Fux, they are still fighting for their careers. Grinnemo is currently suing KI for a chance to defend himself against its accusations of scientific misconduct. He's also claiming damages for lost grant funding, thousands of hours spent defending himself, and harm to his reputation. Whether he will prevail in court remains to be seen.
"KI did a very good job of destroying our careers," says Simonson. "They didn't do anything else well, but they did a very thorough job of that."
Massive benefits of AI come with environmental and human costs. Can AI itself be part of the solution?
The recent explosion of generative artificial intelligence tools like ChatGPT and Dall-E enabled anyone with internet access to harness AI’s power for enhanced productivity, creativity, and problem-solving. With their ever-improving capabilities and expanding user base, these tools proved useful across disciplines, from the creative to the scientific.
But beneath the technological wonders of human-like conversation and creative expression lies a dirty secret—an alarming environmental and human cost. AI has an immense carbon footprint. Systems like ChatGPT take months to train in high-powered data centers, which demand huge amounts of electricity, much of which is still generated with fossil fuels, as well as water for cooling. “One of the reasons why Open AI needs investments [to the tune of] $10 billion from Microsoft is because they need to pay for all of that computation,” says Kentaro Toyama, a computer scientist at the University of Michigan. There’s also an ecological toll from mining rare minerals required for hardware and infrastructure. This environmental exploitation pollutes land, triggers natural disasters and causes large-scale human displacement. Finally, for data labeling needed to train and correct AI algorithms, the Big Data industry employs cheap and exploitative labor, often from the Global South.
Generative AI tools are based on large language models (LLMs), with most well-known being various versions of GPT. LLMs can perform natural language processing, including translating, summarizing and answering questions. They use artificial neural networks, called deep learning or machine learning. Inspired by the human brain, neural networks are made of millions of artificial neurons. “The basic principles of neural networks were known even in the 1950s and 1960s,” Toyama says, “but it’s only now, with the tremendous amount of compute power that we have, as well as huge amounts of data, that it’s become possible to train generative AI models.”
Though there aren’t any official figures about the power consumption or emissions from data centers, experts estimate that they use one percent of global electricity—more than entire countries.
In recent months, much attention has gone to the transformative benefits of these technologies. But it’s important to consider that these remarkable advances may come at a price.
AI’s carbon footprint
In their latest annual report, 2023 Landscape: Confronting Tech Power, the AI Now Institute, an independent policy research entity focusing on the concentration of power in the tech industry, says: “The constant push for scale in artificial intelligence has led Big Tech firms to develop hugely energy-intensive computational models that optimize for ‘accuracy’—through increasingly large datasets and computationally intensive model training—over more efficient and sustainable alternatives.”
Though there aren’t any official figures about the power consumption or emissions from data centers, experts estimate that they use one percent of global electricity—more than entire countries. In 2019, Emma Strubell, then a graduate researcher at the University of Massachusetts Amherst, estimated that training a single LLM resulted in over 280,000 kg in CO2 emissions—an equivalent of driving almost 1.2 million km in a gas-powered car. A couple of years later, David Patterson, a computer scientist from the University of California Berkeley, and colleagues, estimated GPT-3’s carbon footprint at over 550,000 kg of CO2 In 2022, the tech company Hugging Face, estimated the carbon footprint of its own language model, BLOOM, as 25,000 kg in CO2 emissions. (BLOOM’s footprint is lower because Hugging Face uses renewable energy, but it doubled when other life-cycle processes like hardware manufacturing and use were added.)
Luckily, despite the growing size and numbers of data centers, their increasing energy demands and emissions have not kept pace proportionately—thanks to renewable energy sources and energy-efficient hardware.
But emissions don’t tell the full story.
AI’s hidden human cost
“If historical colonialism annexed territories, their resources, and the bodies that worked on them, data colonialism’s power grab is both simpler and deeper: the capture and control of human life itself through appropriating the data that can be extracted from it for profit.” So write Nick Couldry and Ulises Mejias, authors of the book The Costs of Connection.
The energy requirements, hardware manufacture and the cheap human labor behind AI systems disproportionately affect marginalized communities.
Technologies we use daily inexorably gather our data. “Human experience, potentially every layer and aspect of it, is becoming the target of profitable extraction,” Couldry and Meijas say. This feeds data capitalism, the economic model built on the extraction and commodification of data. While we are being dispossessed of our data, Big Tech commodifies it for their own benefit. This results in consolidation of power structures that reinforce existing race, gender, class and other inequalities.
“The political economy around tech and tech companies, and the development in advances in AI contribute to massive displacement and pollution, and significantly changes the built environment,” says technologist and activist Yeshi Milner, who founded Data For Black Lives (D4BL) to create measurable change in Black people’s lives using data. The energy requirements, hardware manufacture and the cheap human labor behind AI systems disproportionately affect marginalized communities.
AI’s recent explosive growth spiked the demand for manual, behind-the-scenes tasks, creating an industry described by Mary Gray and Siddharth Suri as “ghost work” in their book. This invisible human workforce that lies behind the “magic” of AI, is overworked and underpaid, and very often based in the Global South. For example, workers in Kenya who made less than $2 an hour, were the behind the mechanism that trained ChatGPT to properly talk about violence, hate speech and sexual abuse. And, according to an article in Analytics India Magazine, in some cases these workers may not have been paid at all, a case for wage theft. An exposé by the Washington Post describes “digital sweatshops” in the Philippines, where thousands of workers experience low wages, delays in payment, and wage theft by Remotasks, a platform owned by Scale AI, a $7 billion dollar American startup. Rights groups and labor researchers have flagged Scale AI as one company that flouts basic labor standards for workers abroad.
It is possible to draw a parallel with chattel slavery—the most significant economic event that continues to shape the modern world—to see the business structures that allow for the massive exploitation of people, Milner says. Back then, people got chocolate, sugar, cotton; today, they get generative AI tools. “What’s invisible through distance—because [tech companies] also control what we see—is the massive exploitation,” Milner says.
“At Data for Black Lives, we are less concerned with whether AI will become human…[W]e’re more concerned with the growing power of AI to decide who’s human and who’s not,” Milner says. As a decision-making force, AI becomes a “justifying factor for policies, practices, rules that not just reinforce, but are currently turning the clock back generations years on people’s civil and human rights.”
Ironically, AI plays an important role in mitigating its own harms—by plowing through mountains of data about weather changes, extreme weather events and human displacement.
Nuria Oliver, a computer scientist, and co-founder and vice-president of the European Laboratory of Learning and Intelligent Systems (ELLIS), says that instead of focusing on the hypothetical existential risks of today’s AI, we should talk about its real, tangible risks.
“Because AI is a transverse discipline that you can apply to any field [from education, journalism, medicine, to transportation and energy], it has a transformative power…and an exponential impact,” she says.
AI's accountability
“At the core of what we were arguing about data capitalism [is] a call to action to abolish Big Data,” says Milner. “Not to abolish data itself, but the power structures that concentrate [its] power in the hands of very few actors.”
A comprehensive AI Act currently negotiated in the European Parliament aims to rein Big Tech in. It plans to introduce a rating of AI tools based on the harms caused to humans, while being as technology-neutral as possible. That sets standards for safe, transparent, traceable, non-discriminatory, and environmentally friendly AI systems, overseen by people, not automation. The regulations also ask for transparency in the content used to train generative AIs, particularly with copyrighted data, and also disclosing that the content is AI-generated. “This European regulation is setting the example for other regions and countries in the world,” Oliver says. But, she adds, such transparencies are hard to achieve.
Google, for example, recently updated its privacy policy to say that anything on the public internet will be used as training data. “Obviously, technology companies have to respond to their economic interests, so their decisions are not necessarily going to be the best for society and for the environment,” Oliver says. “And that’s why we need strong research institutions and civil society institutions to push for actions.” ELLIS also advocates for data centers to be built in locations where the energy can be produced sustainably.
Ironically, AI plays an important role in mitigating its own harms—by plowing through mountains of data about weather changes, extreme weather events and human displacement. “The only way to make sense of this data is using machine learning methods,” Oliver says.
Milner believes that the best way to expose AI-caused systemic inequalities is through people's stories. “In these last five years, so much of our work [at D4BL] has been creating new datasets, new data tools, bringing the data to life. To show the harms but also to continue to reclaim it as a tool for social change and for political change.” This change, she adds, will depend on whose hands it is in.
DNA gathered from animal poop helps protect wildlife
On the savannah near the Botswana-Zimbabwe border, elephants grazed contentedly. Nearby, postdoctoral researcher Alida de Flamingh watched and waited. As the herd moved away, she went into action, collecting samples of elephant dung that she and other wildlife conservationists would study in the months to come. She pulled on gloves, took a swab, and ran it all over the still-warm, round blob of elephant poop.
Sequencing DNA from fecal matter is a safe, non-invasive way to track and ultimately help protect over 42,000 species currently threatened by extinction. Scientists are using this DNA to gain insights into wildlife health, genetic diversity and even the broader environment. Applied to elephants, chimpanzees, toucans and other species, it helps scientists determine the genetic diversity of groups and linkages with other groups. Such analysis can show changes in rates of inbreeding. Populations with greater genetic diversity adapt better to changes and environmental stressors than those with less diversity, thus reducing their risks of extinction, explains de Flamingh, a postdoctoral researcher at the University of Illinois Urbana-Champaign.
Analyzing fecal DNA also reveals information about an animal’s diet and health, and even nearby flora that is eaten. That information gives scientists broader insights into the ecosystem, and the findings are informing conservation initiatives. Examples include restoring or maintaining genetic connections among groups, ensuring access to certain foraging areas or increasing diversity in captive breeding programs.
Approximately 27 percent of mammals and 28 percent of all assessed species are close to dying out. The IUCN Red List of threatened species, simply called the Red List, is the world’s most comprehensive record of animals’ risk of extinction status. The more information scientists gather, the better their chances of reducing those risks. In Africa, populations of vertebrates declined 69 percent between 1970 and 2022, according to the World Wildlife Fund (WWF).
“We put on sterile gloves and use a sterile swab to collect wet mucus and materials from the outside of the dung ball,” says Alida de Flamingh, a postdoctoral researcher at the University of Illinois Urbana-Champaign.
“When people talk about species, they often talk about ecosystems, but they often overlook genetic diversity,” says Christina Hvilsom, senior geneticist at the Copenhagen Zoo. “It’s easy to count (individuals) to assess whether the population size is increasing or decreasing, but diversity isn’t something we can see with our bare eyes. Yet, it’s actually the foundation for the species and populations.” DNA analysis can provide this critical information.
Assessing elephants’ health
“Africa’s elephant populations are facing unprecedented threats,” says de Flamingh, the postdoc, who has studied them since 2009. Challenges include ivory poaching, habitat destruction and smaller, more fragmented habitats that result in smaller mating pools with less genetic diversity. Additionally, de Flamingh studies the microbial communities living on and in elephants – their microbiomes – looking for parasites or dangerous microbes.
Approximately 415,000 elephants inhabit Africa today, but de Flamingh says the number would be four times higher without these challenges. The IUCN Red List reports African savannah elephants are endangered and African forest elephants are critically endangered. Elephants support ecosystem biodiversity by clearing paths that help other species travel. Their very footprints create small puddles that can host smaller organisms such as tadpoles. Elephants are often described as ecosystems’ engineers, so if they disappear, the rest of the ecosystem will suffer too.
There’s a process to collecting elephant feces. “We put on sterile gloves (which we change for each sample) and use a sterile swab to collect wet mucus and materials from the outside of the dung ball,” says de Flamingh. They rub a sample about the size of a U.S. quarter onto a paper card embedded with DNA preservation technology. Each card is air dried and stored in a packet of desiccant to prevent mold growth. This way, samples can be stored at room temperature indefinitely without the DNA degrading.
Earlier methods required collecting dung in bags, which needed either refrigeration or the addition of preservatives, or the riskier alternative of tranquilizing the animals before approaching them to draw blood samples. The ability to collect and sequence the DNA made things much easier and safer.
“Our research provides a way to assess elephant health without having to physically interact with elephants,” de Flamingh emphasizes. “We also keep track of the GPS coordinates of each sample so that we can create a map of the sampling locations,” she adds. That helps researchers correlate elephants’ health with geographic areas and their conditions.
Although de Flamingh works with elephants in the wild, the contributions of zoos in the United States and collaborations in South Africa (notably the late Professor Rudi van Aarde and the Conservation Ecology Research Unit at the University of Pretoria) were key in studying this method to ensure it worked, she points out.
Protecting chimpanzees
Genetic work with chimpanzees began about a decade ago. Hvilsom and her group at the Copenhagen Zoo analyzed DNA from nearly 1,000 fecal samples collected between 2003 and 2018 by a team of international researchers. The goal was to assess the status of the West African subspecies, which is critically endangered after rapid population declines. Of the four subspecies of chimpanzees, the West African subspecies is considered the most at-risk.
In total, the WWF estimates the numbers of chimpanzees inhabiting Africa’s forests and savannah woodlands at between 173,000 and 300,000. Poaching, disease and human-caused changes to their lands are their major risks.
By analyzing genetics obtained from fecal samples, Hvilsom estimated the chimpanzees’ population, ascertained their family relationships and mapped their migration routes.
“One of the threats is mining near the Nimba Mountains in Guinea,” a stronghold for the West African subspecies, Hvilsom says. The Nimba Mountains are a UNESCO World Heritage Site, but they are rich in iron ore, which is used to make the steel that is vital to the Asian construction boom. As she and colleagues wrote in a recent paper, “Many extractive industries are currently developing projects in chimpanzee habitat.”
Analyzing DNA allows researchers to identify individual chimpanzees more accurately than simply observing them, she says. Normally, field researchers would install cameras and manually inspect each picture to determine how many chimpanzees were in an area. But, Hvilsom says, “That’s very tricky. Chimpanzees move a lot and are fast, so it’s difficult to get clear pictures. Often, they find and destroy the cameras. Also, they live in large areas, so you need a lot of cameras.”
By analyzing genetics obtained from fecal samples, Hvilsom estimated the chimpanzees’ population, ascertained their family relationships and mapped their migration routes based upon DNA comparisons with other chimpanzee groups. The mining companies and builders are using this information to locate future roads where they won’t disrupt migration – a more effective solution than trying to build artificial corridors for wildlife.
“The current route cuts off communities of chimpanzees,” Hvilsom elaborates. That effectively prevents young adult chimps from joining other groups when the time comes, eventually reducing the currently-high levels of genetic diversity.
“The mining company helped pay for the genetics work,” Hvilsom says, “as part of its obligation to assess and monitor biodiversity and the effect of the mining in the area.”
Of 50 toucan subspecies, 11 are threatened or near-threatened with extinction because of deforestation and poaching.
Identifying toucan families
Feces aren't the only substance researchers draw DNA samples from. Jeffrey Coleman, a Ph.D. candidate at the University of Texas at Austin relies on blood tests for studying the genetic diversity of toucans---birds species native to Central America and nearby regions. They live in the jungles, where they hop among branches, snip fruit from trees, toss it in the air and catch it with their large beaks. “Toucans are beautiful, charismatic birds that are really important to the ecosystem,” says Coleman.
Of their 50 subspecies, 11 are threatened or near-threatened with extinction because of deforestation and poaching. “When people see these aesthetically pleasing birds, they’re motivated to care about conservation practices,” he points out.
Coleman works with the Dallas World Aquarium and its partner zoos to analyze DNA from blood draws, using it to identify which toucans are related and how closely. His goal is to use science to improve the genetic diversity among toucan offspring.
Specifically, he’s looking at sections of the genome of captive birds in which the nucleotides repeat multiple times, such as AGATAGATAGAT. Called microsatellites, these consecutively-repeating sections can be passed from parents to children, helping scientists identify parent-child and sibling-sibling relationships. “That allows you to make strategic decisions about how to pair (captive) individuals for mating...to avoid inbreeding,” Coleman says.
Jeffrey Coleman is studying the microsatellites inside the toucan genomes.
Courtesy Jeffrey Coleman
The alternative is to use a type of analysis that looks for a single DNA building block – a nucleotide – that differs in a given sequence. Called single nucleotide polymorphisms (SNPs, pronounced “snips”), they are very common and very accurate. Coleman says they are better than microsatellites for some uses. But scientists have already developed a large body of microsatellite data from multiple species, so microsatellites can shed more insights on relations.
Regardless of whether conservation programs use SNPs or microsatellites to guide captive breeding efforts, the goal is to help them build genetically diverse populations that eventually may supplement endangered populations in the wild. “The hope is that the ecosystem will be stable enough and that the populations (once reintroduced into the wild) will be able to survive and thrive,” says Coleman. History knows some good examples of captive breeding success.
The California condor, which had a total population of 27 in 1987, when the last wild birds were captured, is one of them. A captive breeding program boosted their numbers to 561 by the end of 2022. Of those, 347 of those are in the wild, according to the National Park Service.
Conservationists hope that their work on animals’ genetic diversity will help preserve and restore endangered species in captivity and the wild. DNA analysis is crucial to both types of efforts. The ability to apply genome sequencing to wildlife conservation brings a new level of accuracy that helps protect species and gives fresh insights that observation alone can’t provide.
“A lot of species are threatened,” Coleman says. “I hope this research will be a resource people can use to get more information on longer-term genealogies and different populations.”