Cholesterol and lipids are critical to spine formation, particularly during periods of active remodeling, such as adolescence. Multiple CNVs, GWAS loci, and SCHEMA mutations indicate that altered metabolism or trafficking could be a primary pathogenic mechanism in schizophrenia.
18.02.2026 15:24 β
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Histogram bar graph showing identity and similarity of residues in the binding pocket of GPCRs. 211 total proteins were aligned. More than 130 show similarity in the 95-100% bin and about 50 are in this bin for identity. Almost 50 are in the 90-95% bin for both identity and similarity. The lowest X-axis bin is 60-65%.
The putative orthosteric binding pockets of dozens of GPCRs are conserved, and zebrafish share >70% of their genes with humans.
21.01.2026 14:47 β
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Example zebrafish locomotion trace over a three-day time period. The Y-axis is number of bouts / hour and X-axis is time, going from 0-60 hours. The motion cycles, with lower activity in the nighttime periods and higher in the daytime. The drug represses the activity of the zebrafish compared to the DMSO control animals.
We investigated 7 antagonists in zebrafish for repression of hyperactivity induced by a temporal expression of orexin (hcrt). We also confirmed off-target effects in receptor knockouts and discovered that pre-existing/FDA-approved drugs reduce zebrafish locomotion not through the intended receptor.
21.01.2026 14:47 β
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Histogram bar graph. The X-axis shows %RLU 1e-7M OxA and Y-axis shows frequency. The frequency centered at 0 X is around 6 for new hits, around 14 centered at 20 and 3 pre-existing antagonists are also in that same bin. There are around 8 in the bin at 40, 1 at 60 and 1 at 100.
REAL-M performs very well compared to virtual docking programs and AF3. Using REAL-M, we screened for antagonists of a conserved sleep receptor (GPCR HCRTR2). It is functionally conserved - ideal for a test case. HCRTR2 is activated by orexin A (OxA). Molecules were first tested using PRESTO-Tango.
21.01.2026 14:47 β
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Three panels. The one on the left shows a small molecule ligand and an amino acid residue on a protein, with three motif atoms on each side shown as spheres. The middle panel shows a small molecule in a protein binding cavity covered with many small spheres. This represents the grid we use to determine if a ligand clashes with the protein backbone and fills the binding pocket. The third panel on the right shows a ligand surrounded by a protein with two colors and slight shifts between the two colors. This represents subtle energy minimization of the ligand and protein to refine the placement.
We use motifs to guide the placement of drugs against a target protein. New ultra-fast filtering algorithms remove poses with unrecoverable backbone clashes or miss the binding pocket, saving precious runtime. We combine this with Rosetta's powerful score functions to evaluate and optimize poses.
21.01.2026 14:47 β
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Cartoon zebrafish with green lit-up brain, in well of plate responding to hit molecule.
Drug discovery for nervous system disorders is really challenging. We think early/rapid in vivo testing with zebrafish will accelerate the drug development cycle for conserved targets. Check out our proof-of-principle pilot study and virtual drug discovery pipeline (tinyurl.com/3whr23hs). #Skytorial
21.01.2026 14:47 β
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COALITION OF MAYORS ACROSS U.S. FILE AMICUS BRIEF IN OPPOSITION TO TRUMP ADMINISTRATIONβS DRASTIC CUTS TO FEDERAL RESEARCH FUNDING
Led by the City of Boston, MA, City of Cleveland, OH, the Metropolitan Government of Nashville and Davidson County, TN, the Mayor of Gainesville, FL, and the Mayor of Salt Lake City, UT, over 40 mayors, cities, and counties argue that NIH cuts will cause job losses, economic disruption, and undermine U.S. competitiveness
BOSTON - Thursday, February 20, 2025 - Late yesterday, Mayor Michelle Wu co-led a coalition of Mayors from across the United States in writing and filing an amicus brief in federal district court in Boston to stop the Trump Administration's drastic and illegal cuts to federal research funding and immediate job losses in cities nationwide. Over 40 mayors, cities, and counties from across the country joined the brief. These cities are home to universities and hospitals that employ hundreds of thousands of Americans in cutting edge medical and scientific research, and the federally-funded research in these communities has made the United States the global leader in scientific discovery. The brief seeks a temporary restraining order against the Trump Administration, alongside the research universities, medical schools, hospitals, and 22 states that are plaintiffs in the three cases filed last week in federal district court.
βFor decades, Congress has made a clear choice to use federally-funded research to invest in cities, build a broadly-distributed infrastructure for scientific discovery, create jobs, and drive economic growth in communities across the United States,β said Mayor Michelle Wu. βWe join with cities across the country β in red states, purple states, and blue states β to stop this illegal action that will cause layoffs, lab closures, and undermine scientific progress in American cities. I thank Massachusetts Attorney General Andrea Campbell for her leadership on behalf of the research institutions of Boston.β
This amicus brief is in response to the abrupt February 7, 2025 announcement by the National Institutes of Health (NIH) of an immediate reduction in funding for scientific and medical research institutions across the country. Under the NIHβs new policy, which temporarily went into effect on Monday, February 10, payments for indirect costs reimbursed to research universities would be capped at 15%, down from 30-70%. The brief makes clear that NIH funding cuts would devastate research institutions in cities across the county, cause job losses, create severe economic disruption, and undermine a critical pillar of strength and civic pride in cities across the United States. The cuts would also undermine critical medical and scientific research that residents are counting on, including cancer, diabetes, and heart disease, and jeopardize the citiesβ and countryβs position of global leadership on scientific advancement.
βThe Gainesville community depends on this highly efficient, dependable investment of our tax dollars back into our cityβs innovation economy,β said Harvey L. Ward, Mayor, City of Gainesville, Florida. βIβm glad to join other mayors in highlighting the vital role NIH funding plays in the lives of everyday hardworking American families.β
βThe breadth and diversity of this coalition highlights the devastating and widespread impact of these NIH funding changes, from Alzheimerβs research to cancer clinical trials,β said Jill Habig, Founder and CEO of Public Rights Project. βWeβre proud to partner with mayors, cities, and counties in opposing this threat to critical federal funding and the health and vitality of our communities.β
On Monday, February 10th, twenty two states and associations of medical schools, hospitals, and universities, filed three related cases, and secured a temporary restraining order preventing the Trump Administration from slashing the reimbursement rates. That initial order will be revisited this week in a hearing scheduled for Feb. 21.
The Public Rights Project served as amici counsel. The full list of mayors, cities and counties who joined the brief is below.
Local Governments and Mayors
City of Boston, Massachusetts
City of Cleveland, Ohio
Harvey L. Ward, Mayor, City of Gainesville, Florida
Metropolitan Government of Nashville and Davidson County, Tennessee
Erin Mendenhall, Mayor, City of Salt Lake City, Utah
City of Alameda, California
City of Albuquerque, New Mexico
Allegheny County, Pennsylvania
City of Baltimore, Maryland
Emma Mulvaney-Stanak, Mayor, City of Burlington, Vermont
Township of Canton, Michigan
Town of Chapel Hill, North Carolina
City of Chicago, Illinois
Sandra Welch, Mayor, City of Coconut Creek, Florida
City of Columbus, Ohio
City of Easthampton, Massachusetts
Daniel Biss, Mayor, City of Evanston, Illinois
City of Fairfax, Virginia
Harris County, Texas
Ravinder S. Bhalla, Mayor, City of Hoboken, New Jersey
Quinton Lucas, Mayor, Kansas City, Missouri
Indya Kincannon, Mayor, City of Knoxville, Tennessee
City of Madison, Wisconsin
Jeff Silvestrini, Mayor, City of Millcreek, Utah
Anissa Welch, Mayor, City of Milton, Wisconsin
Montgomery County, Maryland
City of New Haven, Connecticut
Dontae Payne, Mayor, City of Olympia, Washington
Adrian O. Mapp, Mayor, City of Plainfield, New Jersey
Sue Noack, Mayor, City of Pleasant Hill, California
City of Pittsburgh and Ed Gainey, Mayor, City of Pittsburgh, Pennsylvania
City of Providence, Rhode Island
John Clark, Mayor, Town of Ridgway, Colorado
City of Rochester, New York
City of Sacramento, California
City and County of San Francisco, California
City of Santa Monica, California
Constantine H. Kutteh, Mayor, City of Statesville, North Carolina
Lisa Brown, Mayor, City of Spokane, Washington
Tishaura O. Jones, Mayor, City of St. Louis, Missouri
City of St. Paul, Minnesota
Dennis R. McBride, Mayor, City of Wauwatosa, Wisconsin
The City of Boston is leading 40+ mayors, cities, and counties in an amicus brief against the Trump Administration's drastic and illegal cuts to federal research fundingβcuts that will lead to immediate job losses nationwide.
20.02.2025 22:16 β
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