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Cold Spring Harbor Laboratory

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Saket Navlakha

By Daniel Dunaief

Plants have to solve challenges in their environment – without a brain or the kind of mobility mammals rely on to survive – through strategies and computations that keep them alive and allow them to reproduce.

Intrigued by plants and by the neurobiology that affect decisions or behavior in a range of other organisms, Associate Professor Saket Navlakha recently joined Cold Spring Harbor Laboratory to study the processes a range of organisms use.

“Biological systems have to solve problems to survive,” said Navlakha. “The hope is that by studying these algorithms, we can inspire new methods for computer science and engineering and, at the same time, come up with new ways to predict and model behaviors of these systems.”

Navlakha, who has a doctorate in computer science from the University of Maryland College Park and conducted postdoctoral research at Carnegie Mellon University’s Machine Learning Department, focuses on the “algorithms of nature,” in which organisms evolved ways to solve problems that enhance the likelihood of their survival.

In his first three months at CSHL, Navlakha plans to do an interview tour, speaking with researchers who study cancer, molecular biology, neurology and plants.

While his primary areas of focus have been on plants and neurobiology, he appreciates that the internationally recognized research facility presents “new opportunities” for him and a lab in which he intends to hire four to six scientists over the next two years.

Adam Siepel, the chair of the Simons Center for Quantitative Biology and professor at the Watson School of Biological Sciences at Cold Spring Harbor Laboratory, led the recruitment of Navlakha.

In an email, Siepel wrote that Navlakha “immediately struck us as an ideal candidate for the center” in part because he is a “free thinker with an eye for interesting and important problems in biology.”

Navlakha believes processes and strategies that foster survival spring from a set of principles that helps them thrive and adapt. In 2018, when he was at the Salk Center for Integrative Biology, he wrote a piece for Wired magazine about species extinction. “By not preserving [species that become extinct], we are losing out on interesting ideas that evolution gave them to survive,” he said.

Even amid these losses, however, Navlakha recognizes the lessons computer scientists and engineers like him can learn. Through losses and failures, humans can understand the limitations of algorithms that only allowed a species to survive up to a point, as conditions pushed its algorithms past a tipping point.

At its core, Navlakha’s approach to these algorithms includes the idea that biological systems perform computations. He originally studied brains because they are “such an elegant computer, doing all kinds of things that modern, human-made computers can’t do,” he said.

When he was at the Salk Institute, he spoke with colleagues in plant biology who told him about research that examined how plants modify their shape amid a changing environment, which is what triggered his interest in plants.

One of the themes of his work involves understanding trade-offs. Doing well in one task typically means doing worse in another. He likened this analysis to investing in stocks. An investor can put considerable funds into one stock, like Apple, or diversify a portfolio, investing less money per stock in a variety of companies from different sectors.

“We’ve been studying how plants hedge” their bets, he said. The hedge in this description bears no relation to a collection of plants at the edge of a property.

A plant can create one huge seed that might survive a drought or other environmental threat, or it can diversify the types of seeds. “We’re really interested in understanding these trade-offs, how they hedge, and what kind of strategies” they employ, he said.

Ziv Bar-Joseph, a professor of computer science at Carnegie Mellon University who has known Navlakha for over eight years, suggested Navlakha has “deep insights.” 

In an email, Bar-Joseph described Navlakha’s biggest achievement as his work that shows how the brain uses a computational method to store and retrieve smells. 

“This work both solved an important mystery about how the brain functions and informed us on novel usages of an important computational method, thus contributing to both areas,” Bar-Joseph explained.

Navlakha doesn’t have a typical laboratory filled with beakers, pipettes or plants growing under various conditions. He relies on wet labs to provide data that he then interprets and analyzes as a part of the Simons Center for Quantitative Biology. While his training is in computer science, he has shown a talent for experimental research as well. 

Bar-Joseph recalled how Navlakha performed experiments and analysis. In a short time, Navlakha “was able to master very involved techniques and obtained very good results.” 

Navlakha explained that the work he does colors the way he sees the world. “People walk by plants without paying attention to the incredible computations that they’re doing to keep us on this planet,” he said. “Computation is the basis of life.”

A resident of Great Neck, Navlakha recently married Sejal Morjaria, an infectious disease physician at Sloan Kettering, who works with patients who have cancer. The couple met through an online dating app when he was in San Diego and she lived in New York. They chatted for a while without any expectation of seeing each other, until he traveled to Washington, D.C                                 for a conference.

Navlakha enjoys playing numerous sports, including tennis and basketball. He also played hockey. He and Morjaria participate in yoga classes together.

Navlakha, who grew up in Miami, Florida, said he had to readjust to life on Long Island after living in Southern California for several years. “San Diego makes you weak,” he joked.

In his work, Navlakha hopes to bring together two fields in a different way.

Given the importance of computations, Navlakha appreciates a corollary to the concept proposed by Rene Descartes’ “I think, therefore I am.” For Navlakha, “I compute, therefore I am” describes processes he studies among animals and plants.

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Nicholas Gladman with a harvest of sorghum at Cornell University’s Long Island Horticultural Research Lab in Riverhead. Photo by Sendi Mejia

By Daniel Dunaief

When people buy a bag of potato chips, they often find that half of the bag is filled with air. The same is true of a sorghum plant, which produces livestock feed and is converted into ethanol, part of many gases that power cars.

Nicholas Gladman

In a typical sorghum plant, half of the flowers become grain, while the other half remain infertile. As the world grapples with food shortages and scientists seek ways to increase the yield of a wide array of plants, researchers at Cold Spring Harbor Laboratory wondered whether they could increase that yield.

Building on previous work done in the lab of Doreen Ware, an adjunct professor at CSHL, postdoctoral fellow Nicholas Gladman characterized a mutation for a single gene that lowered the level of a hormone. The effect of the lower hormone, or jasmonic acid, at a specific time and place within plant development doubled the fertility of the sorghum plant.

“When we don’t have a functional version of this enzyme, it releases this form of development that wouldn’t normally occur,” Gladman said. “You get increased fertility in flowers.”

The gene they studied is called MSD2. The researchers published their work in International Journal of Molecular Sciences. Another gene, MSD1, which Ware’s lab characterized in 2018, is a likely regulator for MSD2. Other genes may also serve as regulators of MSD2, Gladman said. Disruptions in either gene leads to altered flower development and seed production.

Gladman’s postdoctoral research adviser Zhanguo Xin collaborated on the work. Xin, who is a research molecular biologist at the United States Department of Agriculture’s Agricultural Research Service, explained that Gladman characterized the mutants, identified the interaction between MSD1 and MSD2 and identified the regulatory sequences of MSD1.

This research could extend to other cereal crops, which have the same conserved sets of genes that affect their growth and fertility.

A concern in altering any gene resides in the overall effect on the health of the plant. Creating a super plant that falls over and dies in a slight wind, can’t fend off common infections, or requires a perfect blend of soil would likely offset the benefit of the increased fertility. Plant geneticists would like to ensure any mutation doesn’t make the plant less viable in the long run.

“Sometimes there can be a trade off between an agriculturally beneficial genetic change by introducing other detrimental effects,” Gladman explained in an email. “Optimally, plant geneticists will try to ensure the side effects of any mutation are insignificant to farmers; sometimes, this is more difficult and the downsides may not always present themselves at the early stages of lab investigation.”

This particular gene is narrowly and spatially expressed within the plant, Gladman said, and the researchers haven’t been able to identify or quantify the effect of this gene on anything else other than flowers and floral architecture.

The gene and the hormone would be a concern if it were expressed more broadly and at high levels throughout other plant tissues, but that doesn’t seem to be the case, he said.

The researchers have looked at other tissues, such as the leaf and stem, and have found that MSD2 is expressed in low levels in these other areas. Plants that have the MSD2 mutation do not demonstrate any noticeable differences in growth compared to nonmutants in the field or in greenhouse conditions. If this mutated gene had an agricultural benefit, farmers would likely crossbreed a plant that had this gene with an elite sorghum hybrid line

Ideally, the benefits of the increased fertility would combine with benefits of all the genetic components of the hybrid lines as well. The way the researchers involved in this study produced this more fertile version of sorghum is an “acceptable type of breeding for organic or conventional farming,” Gladman said.

While the plant increases the grain number per seed head, it doesn’t necessarily produce greater overall yield in part because the seeds are smaller. Researchers haven’t been able to confirm that yet in a field condition, although they hope that’s the case.

Gladman was grateful for the opportunity to work in Ware’s lab and to collaborate with Xin. The effects of disrupting similar genes in maize and Arabidopsis, which is a plant in the mustard family that scientists often use in genetic studies, influences flower fertility.

He said researchers in Ware’s lab can perform additional developmental analysis. The researchers in Ware’s lab may seek additional collaborators for other analyses down the road as well.

“How this particular pathway is triggered and cross-communicates with other developmental pathways is very complex, but influences so much about traits that control grain production and yield that it is essential for further investigations,” he explained.

Gladman arrived at Cold Spring Harbor Laboratory in 2017. Prior to conducting research on Long Island, he finished his doctorate at the University of Wisconsin at Madison, where he worked on Arabidopsis. He decided he wanted to get more involved with crop species and explored research opportunities at United States Department of Agriculture labs. He was working with Xin in Lubbock, Texas, before transitioning to Cold Spring Harbor Laboratory.

Gladman has been delighted by the “wonderful place to learn,” where he is surrounded by “people who are always willing to talk and engage and collaborate.”

A resident of Greenlawn, Gladman enjoys hiking along the Hudson and in the Adirondacks. He credits a high school biology class he took in Grandview Heights High School in Columbus, Ohio, with instilling in him and his three brothers an appreciation and love of science. He particularly enjoyed a unit on the “genetics of disease” that inspired him to pursue a career in the sciences.

As for his work, Gladman is excited to be a part of research that may, one day, increase the productivity of crop species. He said thoughts about food shortages are “a constant concern and driver of our research.”

 

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Interns Nylette Lopez (rear) and Stephanie Taboada characterize catalysts as they attempt to convert carbon dioxide and methane into synthesis gas this past summer at Brookhaven National Laboratory. Photo from BNL.

By Daniel Dunaief

This article is part two in a two-part series.

Local medical and research institutions are aware of the challenges women face in science and are taking steps to ensure that women receive equal opportunities for success in science, technology, engineering and mathematics (or STEM). Times Beacon Record News Media reached out to members of each institution and received an overview of some initiatives.

Brookhaven National Laboratory 

The Department of Energy-funded research facility has created a number of opportunities for women, including Brookhaven Women in Science. This effort has been active for over four decades and its mission, according to Peter Genzer, a BNL spokesman, is to support the development of models, policies and practices that enhance the quality of life for BNL employees and emphasize the recruitment, hiring, promotion and retention of women.

BWIS offers annual awards, outreach events and various networking opportunities in the lab and community, while the lab’s Talent Management Group partners with BWIS to bring classes and speakers to discuss issues specific to women.

In October, the group hosted Kimberly Jackson, a vice chair and associate professor of chemistry and biochemistry at Spelman College, who gave a talk titled “Realigning the Crooked Room in STEM.”

The Leona Woods Distinguished Postdoctoral Lectureship Award at BNL, meanwhile, celebrates the scientific accomplishments of female physicists, physicists from under-represented minority groups and LGBTQ physicists and to promote diversity and inclusion. BNL awarded the lectureship this year to Kirsty Duffy, a fellow at Fermi National Accelerator Laboratory.

For the past five years, BNL has also partnered with a local chapter of Girls Inc., which helps to “encourage young women towards careers” in STEM, Genzer explained in an email.

BNL has also collaborated with the Girl Scouts of Suffolk County to organize a new patch program that encourages Girl Scouts to work in scientific fields. As of September, county Girl Scouts can earn three new Brookhaven Lab patches, and the lab hopes to extend the program nationwide across the Department of Energy complex.

BNL also provides six weeks of paid time off at 100 percent of base pay for a primary caregiver after birth or adoption and one week of full pay for a secondary caregiver. BNL is exploring plans to enhance support for primary and secondary caregivers, Genzer said.

Cold Spring Harbor Laboratory

Cold Spring Harbor Laboratory has taken several recent steps as part of an ongoing effort to encourage gender diversity.

In October, a group of four CSHL administrators traveled to the University of Wisconsin in Madison to discuss mentoring. The goal was to train them on how to design and deliver mentoring training regularly to the faculty, postdocs and graduate students on campus, said Charla Lambert, the diversity, equity and inclusion officer for research at CSHL. The first version of the training will occur next spring. The ultimate goal is to ensure the research environment at CSHL emphasizes good mentoring practices and is more inclusive for all mentees.

CSHL has also hosted a three-day workshop in leadership practices for postdoctoral researchers and junior faculty since 2011. The workshop, which is run through the Meetings & Courses Program, trains about 25 postdoctoral researchers and junior faculty each year and has about one per year from CSHL, addresses how to hire and motivate people, while providing constructive feedback.

Lambert said family-friendly policies were already a part of CSHL policies, which include a child care facility. Members of the faculty receive extra funding when they travel to conferences to provide additional child care.

Lambert, who is a program manager for extramural Meetings & Courses overseeing diversity initiatives, has worked to get the demographic data for participants centralized, analyzed and used in developing policies. She believes this kind of data centralization is an area for potential improvement in the research division, where she is working to ensure an equitable distribution of resources among CSHL scientists.

Throughout her nine-year career at CSHL, Lambert said she has worked with the meetings and courses division to make sure the 9,000 scientists who visit the facility each year include women as invited speakers. She also works to reach course applicants from a wide range of institutions, including outside of prestigious research schools.

Ultimately, Lambert is hoping to help change the culture of science among the researchers with whom she interacts from a wide range of institutions. She feels that those people who leave the STEM fields because something about the culture of science didn’t work for them represent a “huge loss” to the field and creates a “survivorship bias.”

Stony Brook University 

For Stony Brook, gender diversity is “very important,” said Latha Chandran, the vice dean for Academic and Faculty Affairs at the Stony Brook University Renaissance School of Medicine. 

Chandran said more men entered the field of medicine 14 years ago. That has completely changed, as women have outnumbered their male counterparts in medicine for the last three or four years.

Chandran cited a number of statistics to indicate changes at the medical school. For starters, women faculty constituted 38 percent of the total in 2011. This April, that number climbed to 48.1 percent. That puts Stony Brook in the top 79th percentile of medical schools in terms of female representation.

While the overall numbers are higher, women are still underrepresented in the top tiers of the medical school, as 18 percent of the department chairs are women. She hopes more women can lead departments and that they can serve as role models that others can aspire to follow.

As for harassment, Chandran said Stony Brook was above the national mean in 2011. For almost all categories, Stony Brook is now below the national mean.

In 2011, Stony Brook created We Smile, which stands for We can Eradicate Student Mistreatment in the Learning Environment. The goal of this program is to educate people about harassment and to ensure that any mistreatment is reported. Through this effort, Stony Brook medical students are aware of the policies and procedures surrounding reporting.

Stony Brook is also addressing any bias in admission procedures by prospective applicants, who receive a standardized scenario to address with an admissions officer. In 2025, admissions officers will not have any information about the qualifications of the individual and will evaluate his or her response during interviews only based on response to scenarios.

Stony Brook University has almost finalized its search for a chief diversity candidate. Chandran expects that the medical school will “continue to make progress.”

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As the saying goes, the squeaky wheel gets the grease. So, the Sierra Club, state and local elected officials in Brookhaven are making noise, calling on Gov. Andrew Cuomo (D) to help reduce greenhouse gas emissions from vehicles and target the Long Island Rail Road for electrification.

So far, the group, which held a press conference in Stony Brook Dec. 9, has accumulated more than 7,500 signatures, and hopes for 10,000 from Long Islanders by Dec. 12. It may be enough to grab the governor’s attention, but why not help expand the campaign, since people from many other communities along the line benefit from such a long-awaited move.

We ask readers, and their affiliated organizations, to join the effort. The Town of Smithtown, for example, recently announced the construction of a new apartment complex to be built across from Town Hall on Main Street in Smithtown. The appeal of that project was promoted as a good housing option for young professionals who regularly commute into Manhattan. 

Town Supervisor Ed Wehrheim (R) and town council members should push for electrification. Suffolk County Executive Steve Bellone (D) attended the groundbreaking to applaud that project. He and the other legislators should also appeal to the governor for electrification of the Huntington-Port Jeff line. 

In Huntington, state Sen. Jim Gaughran (D-Northport) has been involved with the MTA overhaul. He is pushing for the idea, and it might help if industries and businesses along the commuter rail line organize their own letter writing campaign. 

Cold Spring Harbor Laboratory and Stony Brook University are both along the Port Jefferson Branch. The governor has acknowledged, when he delivered this year’s budget plan, that both institutions were key components to growing Long Island and the state’s economy, extolling his intent to make the area a premier research hub in the United States. So, why not address that slow commute with high-speed service between these research centers, New York City and the region’s airports? Let’s not forget it might also reduce the number of cars on our busy roads.

Grassroot efforts are impactful and should be regularly exercised. On this and many other issues it has a way of instilling a community’s faith in the democratic form of government. 

The outcome can not only reduce emissions in the transportation sector and benefit the economy. It will also improve quality of life. For example, the 4:18 train on Dec. 10 from Stony Brook to Penn Station was 35 minutes late from Port Jeff, effectively making the journey to New York an unacceptable 2 1/2 hours. As a result two staff members had their respective evening’s entertainment truncated. 

The Sierra Club has an online petition which can be found at: sc.org/55×35. To submit petitions from a letter writing campaign to the governor directly, his press office recommends using the postal address: Governor Andrew M. Cuomo, New York State Capitol, State Street and Washington Avenue, Albany, NY 12224. 

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Photo by ©Constance Brukin, 2018/ CSHL

By Daniel Dunaief

This article is part one in a two-part series.

Women have made great strides in science, but they haven’t yet found equal opportunity or a harassment-free work environment.

After the National Academy of Sciences published a study in 2018 that highlighted sexual harassment and unconscious bias, a team of scientists came together at Cold Spring Harbor Laboratory last December to discuss ways to improve the work environment.

Led by Carol Greider, an alumni of CSHL and the director of molecular biology and genetics at Johns Hopkins and a Nobel Laureate, and Jason Sheltzer, a fellow at CSHL, the group recently released its recommendations in the journal Science.

While the atmosphere and opportunities have changed, “It’s not a clear-cut enlightenment and everybody is on board,” said Leemor Joshua-Tor, a professor at CSHL and a member of the group that discussed the challenges women face in science at the Banbury Center last year.

The Science article highlights earlier work that estimates that 58 percent of women experienced unwanted sexual attention or advances at some point in their careers. The authors write that this harassment is often ignored or excused, which can cause talented and capable women to leave the field of scientific research.

A member of the group that came together to discuss how to continue to build on the progress women have made in the STEM fields, Nancy Hopkins, an Amgen Inc. professor of biology emerita at the Massachusetts Institute of Technology, helped bring attention to the disparity between opportunities for men and women in science in the 1990s.

“My generation pushed [opportunities for women] forward and got through the door,” Hopkins said. “We found out that when you get through the door, the playing field wasn’t level.”

Hopkins said the progress is “still not enough” and that leaders like Greider and Sheltzer, whom she praised for tackling this nettlesome issue, “are now identifying problems that we accepted.”

For starters, the group agrees with the National Academy of Sciences, Engineering and Medicine, which believes treating sexual harassment in the same way as scientific misconduct would help. 

The scientists, which include CSHL’s CEO Bruce Stillman, recommend creating institutional and government offices to address substantiated claims of sexual misconduct and to educate institutions on harassment policy, using the same structures for research misconduct as models. 

An office that verified these claims could offer reporting chains, consistent standards of evidence and defined protocols.

Additionally, the scientists believe researchers should have to answer questions from funding agencies about whether they have been found responsible for gender-based harassment at any point in the prior 10 years, as well as whether they have been a part of a settlement regarding a claim of professional misconduct, research misconduct or gender-based harassment in the same time period. 

This policy, they urge, could prevent institutions from tolerating serial offenders who have generated a high level of research funding over the years.

“People that go through a complete investigation and have been found to have committed egregious harassment [can] get a job somewhere else, where nobody knows and everything happens again,” Joshua-Tor said. This policy of needing to answer questions about harassment in the previous decade would prevent that scenario.

The dependence scientists have on lab leaders creates professional risk for students who report harassment. The fortunes of the trainees are “very much dependent on the principal investigator in an extreme way,” explained Joshua-Tor. Senior faculty members affect the future of their staff through letters of recommendation.

“There’s a lot at stake,” said Joshua-Tor, especially if these lab leaders lose their jobs. Indeed, their students may suffer from a loss of funding. The authors recommend finding another researcher with a proven track record of mentorship to manage the lab.

Even though many senior scientists have considerable responsibilities, Joshua-Tor said principal investigators have assumed mentorship duties for others in unusual circumstances. 

“There were cases where people died,” so other scientists in neighboring labs took over their staff, she explained.

If, however, the institution can’t find another researcher who is available to take on these additional responsibilities, the authors recommend that the funding agency make bridge funding available to these researchers.

In addition to claims of harassment, the scientists discussed the difficulty women face from conscious and unconscious bias.

Joshua-Tor recalls an experience in a physics lab when she was an undergraduate. She was a lab partner with a man who was a “fantastic theoretician,” but couldn’t put together an experiment, so she connected the circuits. “The professor would come and talk” to her lab partner about the experimental set up while ignoring her and treating her as if she were “air.”

The scientists cited how male postdoctoral researchers tend to receive higher salaries than their female counterparts, while male faculty also receive larger salaries and start-up offers. Men may also get a larger share of internal funding, as was alleged with a $42 million donation to the Salk Institute.

To provide fair salaries, institutions could create anonymized salary data to an internal committee or to an external advisory committee for regular review, the scientists suggested.

Additionally, the researchers urged work-life balance through family-friendly policies, which include encouraging funding agencies to consider classifying child care as an acceptable expense on federal grants. Conferences, they suggest, could also attempt to provide on-site childcare and spaces for lactation.

While these extra efforts would likely cost more money, some groups have already addressed these needs.

“The American Society for Cell Biology has a fantastic child care program, where, if you are traveling, they have funds to alleviate extra child care services at home,” Joshua-Tor said. “If this is something we need and it’s in everybody’s psyche that it has to be taken care of for a meeting, it will be commonplace.”

Finally, the group addressed the challenge of advancing the careers of women in science. Female authors are often underrepresented in high-impact journals. Women also tend to dedicate more time to teaching and mentorship. The group encouraged holistic evaluations, which focus on an analysis of a candidate’s scientific and institutional impact.

Hopkins suggested that the solutions to these challenges at different institutions will vary. “You have to pick solutions that work in your culture” and that involve the administration. Ultimately, leveling the playing field doesn’t happen just once. “You’ve got to solve it and stay on it,” she urged.

Next week’s article explores some of the efforts of Stony Brook University, Brookhaven National Lab and Cold Spring Harbor Laboratory to provide an inclusive environment that ensures women have an equal opportunity to succeed in the STEM fields.

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Mirna Kheir Gouda

By Daniel Dunaief

Mirna Kheir Gouda arrived in Commack from Cairo, Egypt, in 2012, when she was entering her junior year of high school. She dealt with many of the challenges of her junior year, including taking the Scholastic Aptitude Test, preparing for college and adjusting to life in the United States.

Her high school counselor at Commack High School, Christine Natali, suggested she apply to Stony Brook University. Once she gained admission, she commuted by train to classes, where she planned to major in biology on the road to becoming a doctor.

She did not know much about research and wanted to be involved in it to learn, especially because Stony Brook is so active in many fields.

“After some time conducting research, I came to be passionate about it and it was no longer just another piece of my resume, but rather, part of my career,” she explained in an email.

She reached out to Gábor Balázsi, a relatively new faculty member at the time, who suggested she consider joining a lab.

Balázsi uses synthetic gene circuits to develop a quantitative knowledge of biological processes such as cellular decision making and the survival and evolution of cell populations.

Balázsi knew Kheir Gouda from the 2015 international Genetically Engineered Machine team, which consisted of 14 members selected from 55 undergraduate students.

“Having this iGEM experience,” which included deciding on a project, raising funds, carrying out the project and preparing a report in nine months, was a “very promising indication” that Kheir Gouda would be an “excellent student,” Balázsi explained in an email.

Kheir Gouda chose Balázsi’s laboratory, where she worked with him and his former postdoctoral fellow Harold Bien, who offered her guidance, direction and encouragement.

As a part of the honors program, Kheir Gouda had to conduct an independent research project.

She wanted to “work on a project that involved adaptations and I always thought, ‘What happens when the environment changes? How do cells adapt?’”

She started her project by working with a mutant gene circuit that was not functioning at various levels, depending on the mutation. She wanted to know how cells adapt after beneficial but costly function loss.

An extension of this research, as she and Balázsi discussed, could involve a better understanding of the way bacterial infections become resistant to drugs, which threaten their survival.

“The idea for the research was hers,” Balázsi explained in an email. Under Bien’s mentorship skills, Kheir Gouda’s knowledge “developed quickly,” Balázsi said.

Balázsi said he and Kheir Gouda jointly designed every detail of this project.

Kheir Gouda set up experiments to test whether a yeast cell could overcome various mutations to an inducer, which regains the function of the genetic gene circuit.

Seven different mutations caused some type of loss of function of the inducible promoter of the gene circuit function. Some caused severe but not complete function loss, while others led to total function loss. Some were more able to “reactivate the circuit” rescuing its function, while others used an alternative pathway to acquire a resistance.

The presence of the resistance gene was necessary for cell survival, while the circuit induction was not necessary. At the end of the experiment, cells were resistant to the drug even in the absence of an inducer.

“This synthetic gene circuit in yeast cells can provide a model for the role of positive feedback regulation in drug resistance in yeast and other cell types,” Balázsi explained.

Kheir Gouda said she and Balázsi worked on the mathematical modeling toward the end of her research.

“What our work suggests is that slow growth can turn on quiescent genes if they are under positive feedback regulation within a gene network,” Balázsi wrote.

This mathematical model of limited cellular energy could also apply to cancer, which might slow its own growth to gain access to a mechanism that would aid its survival, Balázsi suggested. 

Recently, Kheir Gouda, who graduated from Stony Brook in 2018, published a paper about her findings in the journal Proceedings of the National Academy of Sciences, which is a prestigious and high-profile journal for any scientist.

“Because PNAS has a lot of interdisciplinary research, we thought it would be a good fit,” Kheir Gouda said. The work she did combines evolutionary biology with applied math and synthetic biology.

The next steps in this research could be verifying how evolution restores the function of other synthetic gene circuits or the function of natural network modules in various cell types, Balázsi suggested.

Kheir Gouda’s experience proved positive for her and for Balázsi, who now has eight undergraduates working in his lab. “The experience of mentoring a successful undergraduate might help make me a better mentor for other undergraduates and for other graduate students or postdoctoral researchers, because it helps set goals based on a prior example,” Balázsi said.

He praised Kheir Gouda’s work, appreciating how she learned new techniques and methods while also collaborating with a postdoctoral fellow in Switzerland, Michael Mahart, who is an author on the paper.

“It is unusual for an undergraduate to see a research project all the way through to completion, including a publication in PNAS,” marveled Balázsi in an email. He said he was excited to have mentored a student of Kheir Gouda’s character.

Kheir Gouda has continued on a research path. After she graduated from Stony Brook, she worked for a year on cancer research in David Tuveson’s lab at Cold Spring Harbor Laboratory. She then transitioned to working at the Massachusetts Institute of Technology for Assistant Professor of Chemical Engineering Kate Galloway. Kheir Gouda, who started working at MIT in October, plans to continue contributing to Galloway’s effort until she starts a doctoral program next fall.

Kheir Gouda said her parents have been supportive throughout her education.

“I want to take this opportunity to thank them for all the sacrifices they made for me,” Kheir Gouda said.

She is also grateful for Balázsi’s help.

He has “always been a very supportive mentor,” she explained. She would like to build on a career in which she “hopes to answer basic biology questions but also build on research and clinical tools.”

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By Daniel Dunaief

It’s a big leap from an encouraging start to a human, especially when it comes to deadly diseases like amyotrophic lateral sclerosis, or Lou Gehrig’s disease. Cold Spring Harbor Laboratory Associate Professor Molly Hammell knows that all too well.

Hammell has been studying a linkage between a mutated form of a protein called TDP-43 and ALS for eight years. About a year and a half ago, she worked with 178 human samples from the New York Genome Center’s ALS Consortium and found a connection between a subset of people with the disease and the presence of abnormal aggregate forms of the protein.

“It’s really rewarding to see evidence in clinical samples from the processes that we predicted from cell culture and animal models,” she explained in an email.

Molly Hammell. Photo from CSHL

About 30 percent of the people with ALS Hammell examined had pathology of this protein in the upper motor neurons of the upper cortex. In this area, the mutated form of TDP allowed more so-called jumping genes to transcribe themselves. A normal TDP protein silences these jumping genes, keeping order amid potential gene chaos. The change in the protein, however, can reduce the ability of the protein to serve this important molecular biology maintenance function.

By using complementary studies of cell culture, the associate professor tried to determine whether knocking out or reducing the concentration of normal TDP caused an increase in these retrotransposons.

When she knocked out the TDP, she found a de-silencing of these jumping genes “was rapid,” she said. “We could see that in the samples we collected.”

Before she got the larger sample, Hammell worked with a smaller pilot data set of 20 patients. She found that three of the patients had this abnormal protein and an active set of these jumping genes.

“It’s hard to make an argument for something you’d only seen in three patients,” she said. “Getting that second, independent much larger cohort convinced us this is real and it’s repeatable, no matter whose patient cohort we’re looking at.”

Several diseases show similar TDP pathology, including Alzheimer’s and fronto-temporal dementia. She started with ALS because she believed “if we’re ever going to see” the link between the mutated protein and a disorder, she would “see it here” because a larger fraction of patients with ALS have TDP-43 pathology than any other disease.

The findings with ALS are a compelling start and offer a potential explanation for the role of the defective protein in these other conditions.

“We think it’s possible in a subset of patients with other neurodegenerative diseases that there might be overlapping” causes, Hammell said “We’re trying to get more data to branch out and better understand overlapping alterations.”

With these other diseases, she and her colleagues would like to explore whether TDP pathology is a necessary precondition in conjunction with some other molecular biological problems or whether these conditions can proceed without the disrupted protein.

The reaction among researchers working on ALS to Hammell’s finding has been encouraging.

Hemali Phatnani, the director of the Center for Genomics of Neurodegenerative Disease at the New York Genome Center, suggested Hammell’s work “opens up really interesting lines of investigation” into a potential disease mechanism for ALS. The research suggests a “testable hypothesis.”

Phatnani, who has been in her role for about five years, said she and Hammell speak frequently and that they serve as sounding boards for each other, adding that Hammell is “definitely a well-regarded member of the community.” 

Hammell has also been working through the Neurodegeneration Challenge Network in the Chan Zuckerberg Initiative, or CZI. This work brings together scientists who study Alzheimer’s, Parkinson’s, ALS and Huntington’s diseases. The group works to develop new approaches to the treatment and prevention of these diseases. These scientists, which includes researchers from Harvard University, Stanford University, Vanderbilt and Mount Sinai, among others, have webinars once a month and attend a conference each year.

Hammell was one of 17 researchers awarded the Ben Barres Early Career Acceleration Award from the CZI in 2018, which helped fund the research. She thinks the scientists from the CZI are excited about the general possibility that there’s overlapping disease mechanisms, which her work or research from other scientists in the effort might reveal. The CZI is “trying to get researchers working on different diseases to share their results to see if that’s the case,” she explained in an email.

She recognizes that numerous molecular and cellular changes also occur during the course of a disease.“There are always skeptics,” Hammell concedes. In her experiments, she sees what has happened in patient samples, but not what caused it to happen. She also has evidence that the retrotransposon silencing happens because of TDP-43 pathology.

“What we still need to confirm is whether or not the retrotransposons are themsleves contributing to killing the neurons,” she said.

If Hammell confirms a mechanistic link, other studies may lead to a treatment akin to the approach researchers have taken with viruses that alter the genetic code.

Future therapies for a subset of patients could include antiviral treatments that select specific genes.

Over time, she said her lab has cautiously added more resources to this work. As she has gotten increasingly encouraging results, she has hired more scientists who dedicate their work to this effort, which now includes two postdoctoral fellows, two graduate students and three staff scientists.

Some scientists in her lab still explore technology development and are devoted to fixing the experimental methods and data analysis strategies she uses to look for transposon activity.

Hammell is inspired by the recent results and recalled how she found what she expected in human samples about 18 months ago. She said she was “giddy” and she ran into someone else’s lab to “make sure I hadn’t done it incorrectly. It’s really exciting to see that your research might have an impact.”

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Researchers regularly gather at the Banbury Center at Cold Spring Harbor to share ideas about to counteract Lyme Disease.

Lyme disease, the increasingly common tick-borne disease, may soon be preventable. 

Experts from academia, government and industry have been discussing at Cold Spring Harbor Laboratory’s Banbury Center the benefits and scientific feasibility of developing a vaccine that would essentially stop the infection in humans. 

The highlights of those discussions are summarized in a new study published Oct. 17 in Clinical Infectious Disease. Its conclusion: 

“We are now positioned at a crossroad where advanced technologies allow for application of new genetic strategies for immunizations, possible identification of new immunogens, and repurpose of proven vaccine candidates not only for humans but also for domestic animals and environmental reservoirs.” 

In laymen’s terms: New techniques are there, it’s creating a lot of excitement and there’s hope. 

The study is the culmination of more than 3 years of meetings held at the lab, where the most promising strategies for counteracting the infection were discussed. 

Lyme disease is caused by a bacterium transmitted through the bite of an infected tick. Traditionally, vaccines have been used to treat infectious diseases and rely on human antibodies to attack the germ. One of the new vaccines, which might be used in combination with traditional techniques, actually impacts the tick.

“What was discovered several years ago, to everyone’s surprise, a Lyme vaccine worked inside the tick itself and inactivated the Lyme bacteria. Newer vaccines are being designed to disrupt the mechanism for transmission of the Lyme bacteria from tick to human,” said Dr. Steven Schutzer, one of the study’s lead authors. 

Researchers cannot speculate when the vaccines will become publicly available, but they said they feel encouraged that they are in the pipeline with some trials underway.

Lyme disease can be treated with antibiotics, such as doxycycline, and is most successfully eradicated with early diagnosis. The only preventative measure to date, the researchers note, is to simply avoid tick bites. That strategy, though, has been ineffective at stopping the disease’s prevalence. Each year, more than 300,000 people are diagnosed with the disease. In Suffolk County, 600 people are diagnosed with Lyme disease, the highest rate in New York State. 

Lyme disease symptoms include fever, fatigue and headache, symptoms that often mimic other illnesses. It is often diagnosed by its characteristic bullseye skin rash, but not all cases present with a rash. Left untreated, the disease can infect the joints, heart and nervous system. Some people suffer from a post-treatment Lyme disease syndrome and have trouble thinking six months after they finish treatment, according to the Centers for Disease Control and Prevention. 

Former Suffolk County Legislator Vivian Viloria-Fisher was recently diagnosed with meningitis, induced she said, by a severe case of Lyme disease. After hearing other people’s stories about how Lyme disease can cause major illnesses, even a heart attack, she said a vaccine would be welcomed. 

During the Cold Spring Harbor meetings, a recognition emerged among participants that an effective vaccine was an important public health tool and the best path to follow to counteract the disease. 

Schutzer emphasized, though, that getting vaccinated for Lyme disease, a noncontagious disease, would be a personal choice, rather than a public health mandate. 

“When the pathogen is highly contagious, vaccines are most effective when a large population is vaccinated, creating herd immunity, and leading to the protection of the individual and of the community,” the researchers state in the study. “A vaccine directed against the causative agent B. burgdorferi, or against the tick vector that transmits this bacterium, will only protect the vaccinated person; thus, in this case, herd immunity does not apply toward protection of the community.” 

Stony Brook University researcher Jorge Benach participated in the meetings and noted Lyme vaccines are currently available for dogs but not appropriate for humans. 

“There’s clearly a need,” he said. “A lot of things need to be considered before an approval of a vaccine.”

One of those factors: 25 percent of ticks carrying the Lyme bacterium also carry other infectious organisms. 

Both researchers said they valued the rare opportunity to commingle, discuss and share expertise about a certain aspect of science under one roof during the Banbury Center’s meetings on Lyme disease.  

Dr. Rebecca Leshan, executive director of the Banbury Center at Cold Spring Harbor Lab, is proud that the meetings can impact the wider community. 

“I can’t overemphasize the importance of the small meetings convened at the Banbury Center of Cold Spring Harbor Laboratory,” she said. “They provide a truly unique opportunity for experts to engage with counterparts they may never otherwise meet and stimulate new ideas and strategies. And the beautiful Lloyd Harbor setting may provide a bit of extra inspiration for all those who participate.”

The first meetings of the group resulted in improved diagnostics that has already had major effects, with FDA approval of a number of tests. Outcomes from the most recent meetings, she said, continue to set the right course of action. 

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Photo by © Kevin P. Coughlin/Office of Governor Andrew M. Cuomo

After two years of extensive renovation and with generous support from New York State, Cold Spring Harbor Laboratory’s historic Demerec Laboratory was reborn as a state-of-the-art research facility. Governor Andrew Cuomo cut the ribbon for the building’s reopening on Oct. 30, celebrating how the state will benefit from this new chapter in CSHL research.

“It’s good for Long Island, it’s good for the economy, but also it is doing work that I believe will improve the quality of life for thousands and thousands of people. I believe this work will actually save lives and there is nothing more important than that,” Governor Cuomo said during his visit. “That is the work that the people in this facility are dedicated to and God bless them for that. The state is honored to be playing a small role today.”

The Demerec Laboratory, home to four Nobel laureates, has been both a bastion and compass point for genetics research in New York and the world. Its new research will focus on taking a more holistic approach to treating cancer and the disease’s impact on the entire body.

According to the CSHL’s website, the new center “will enable newly developed compounds to be refined by world-leading chemists to develop next-generation therapies. This research will form a basis for collaboration with private foundations and pharmaceutical companies, while advancing the development of new drugs. 

In addition, the center will support ongoing research activities aimed to develop therapeutics for breast cancer, leukemia, autism, obesity, diabetes and lung cancer. The primary goal of such research activities will include the development of advanced drug compounds targeting underlying biological pathways.” 

To prepare the Demerec building for 21st-century science, it had to be gutted, with extensive renovations of the basement and interior, while leaving the historic 1950s brutalist exterior largely unchanged.

“We really challenged ourselves to preserve the history of the building as much as possible,” said Centerbrook design firm architect Todd E. Andrews, who planned the renovation.

The result is a modern facility uniquely designed for a scientific approach that considers disease not as a stand-alone subject of study but as a complex system that focuses on the patient.

“Too often [scientists] are not looking at the patient and the system of the patient … even though there are obvious signs that we should be looking,” said Dr. Tobias Janowitz, one of the next generation of Demerec Lab scientists and research-clinicians dedicated to rethinking cancer medicine.

Other Demerec researchers will include Nicholas Tonks, who investigates relationships between diabetes, obesity and cancer, and Linda Van Aelst, a neuroscientist who is interested in how sleep and signals from the brain may be impacted by cancer. Semir Beyaz, who studies how a patient’s nutrition can affect cancer treatment, will also join the team.

While the Demerec Laboratory’s faculty hasn’t been finalized, the researchers will be working alongside the rest of the CSHL community — including 600 scientists, students and technicians — to create a distinctly collaborative and cross-disciplinary culture.

Governor Cuomo called the Demerec building and the larger CSHL campus “hallowed ground for scientific research,” after dedicating $25 million in 2017 toward the $75 million renovation and said he is confident the space and its scientists will deliver a new wave of scientific progress.

“We invested over $620 million statewide in life sciences with $250 million in Long Island alone in biotech. Why? Because we believe that is an economic cluster that is going to grow and that is going to create jobs and it already is,” the governor said. “I believe Long Island is going to be the next Research Triangle.“

Renovating a single research facility may seem like a small step toward the state’s goal, but this particular building has made Long Island a scientific hot spot once again.

“While the Demerec building is comparatively smaller than larger projects that the governor has initiated … it is arguably one of the most productive buildings in all of science,” said CSHL President and CEO Bruce Stillman. “This renovation allows us to really think about where the Lab will take things next. It will have, I hope, a global impact on the research community, especially in the biomedical sciences.

Pictured from left: Laurel Hollow Mayor Daniel DeVita, President of Long Island Association Kevin Law, Northwell Health CEO Michael Dowling, President of Empire State Development Eric Gertler, Commissioner of Health for NYS Dr. Howard Zucker, CSHL President and CEO Bruce Stillman, Governor Andrew M. Cuomo, CSHL Honorary Trustee Jim Simons, CSHL Chair of the Board of Trustees Marilyn Simons, Nassau County Supervisor Laura Curran, NYS State Assemblyman Chuck Lavine, NYS Assemblyman Steve Stern, NYS Senator Jim Gaughran and CSHL COO John Tuke.   Photo by © Kevin P. Coughlin/Office of Governor Andrew M. Cuomo

 

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Peter Koo. Photo by ©Gina Motisi, 2019/ CSHL

By Daniel Dunaief

We built a process that works, but we don’t know why. That’s what one of the newest additions to Cold Spring Harbor Laboratory hopes to find out.

Researchers have applied artificial intelligence in many areas in biology and health care. These systems are making useful predictions for the tasks they are trained to perform. Artificial intelligence, however, is mostly a hands-off process. After these systems receive training for a particular task, they learn patterns on their own that help them make predictions.

How these machines learn, however, has become as much of a black box as the human brains that created these learning programs in the first place. Deep learning is a way to build hierarchical representations of data, explained Peter Koo, an assistant professor at the Simons Center for Quantitative Biology at CSHL, who studies the way each layer transforms data and the next layer builds upon this in a hierarchical manner.

Koo, who earned his doctorate at Yale University and performed his postdoctoral research at Harvard University, would like to understand exactly what the machines we created are learning and how they are coming up with their conclusions.

“We don’t understand why [these artificial intelligence programs] are making their predictions,” Koo said. “My postdoctoral research and future research will continue this line of work.”

Koo is not only interested in applying deep learning to biological problems to do better, but he’s also hoping to extract out what knowledge these machines learn from the data sets to understand why they are performing better than some of the traditional methods.

“How do we guide black box models to learn biologically meaningful” information? he asked. “If you have a data set and you have a predictive model that predicts the data well, you assume it must have learned something biologically meaningful,” he suggested. “It turns out, that’s not always the case.”

Deep learning can pick up other trends or links in the data that might not be biologically meaningful. In a simplistic example, an artificial intelligence weather system that tracked rain patterns during the spring might conclude, after seven rainy Tuesdays, that it rains on Tuesdays, even if the day of the week and the rain don’t have a causative link.

“If the model is trained with limited data that is not representative, it can easily learn patterns that are correlative in the training data,” Koo said. He tries to combat this in practice by holding out some data, which is called validating data. Scientists use it to evaluate how well the model generalizes to new data.

Koo plans to collaborate with numerous biologists at Cold Spring Harbor Laboratory, as well as other quantitative biologists, like assistant professors Justin Kenney and David McCandlish.

In an email, Kenney explained that the Simons Center is “very interested in moving into this area, which is starting to have a major impact on biology just as it has in the technology industry.”

The quantitative team is interested in high-throughput data sets that link sequence to function, which includes assays for protein binding, gene expression, protein function and a host of others. Koo plans to take a “top down” approach to interpret what the models have learned. The benefit of this perspective is that it doesn’t set any biases in the models.

Deep learning, Koo suggested, is a rebranding of artificial neural networks. Researchers create a network of simple computational units and collectively they become a powerful tool to approximate functions.

A physicist by training, Koo taught himself his expertise in deep learning, Kenney wrote in an email. “He thinks far more deeply about problems than I suspect most researchers in this area do,” he  wrote. Kenney is moving in this area himself as well, because he sees a close connection between the problem of how artificial intelligence algorithms learn to do things and how biological systems mechanistically work.

While plenty of researchers are engaged in the field of artificial intelligence, interpretable deep learning, which is where Koo has decided to make his mark, is a considerably smaller field.

“People don’t trust it yet,” Koo said. “They are black box models and people don’t understand the inner workings of them.” These systems learn some way to relate input function to output predictions, but scientists don’t know what function they have learned.

Koo chose to come to Cold Spring Harbor Laboratory in part because he was impressed with the questions and discussions during the interview process.

Koo, daughter Evie (left) and daughter Yeonu (right) during Halloween last year. Photo by Soohyun Cho

He started his research career in experimental physics. As an undergraduate, he worked in a condensed matter lab of John Clarke at the University of California at Berkeley. He transitioned to genomics, in part because he saw a huge revolution in next-generation sequencing. He hopes to leverage what he has learned to make an impact toward precision medicine. 

Biological researchers were sequencing all kinds of cancers and were trying to make an impact toward precision medicine. “To me, that’s a big draw,” Koo said, “to make contributions here.”

A resident of Jericho, Koo lives with his wife, Soohyun Cho, and their 6-year-old daughter Evie and their 4-year old-daughter Yeonu.

Born and raised in the Los Angeles area, he joined the Army Reserves after high school, attended community college and then transferred to UC Berkeley to get his bachelor’s degree in physics.

As for his decision to join Cold Spring Harbor Laboratory, Koo said he is excited with the opportunity to combine his approach to his work with the depth of research in other areas. 

“Cold Spring Harbor Laboratory is one of those amazing places for biological research,” Koo said. “What brought me here is the quantitative biology program. It’s a pretty new program” that has “incredibly deep thinkers.”

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