BullFrog AI and Lieber Institute for Brain Development Reveal New Insights into Bipolar Disorder Pathways and Potential Drug Targets
July 25 2024 - 6:30AM
BullFrog AI Holdings, Inc. (NASDAQ: BFRG; BFRGW) ("BullFrog AI" or
the "Company"), a leader in AI-driven drug discovery, announced
significant advancements in its ongoing collaboration with the
Lieber Institute for Brain Development (LIBD). Building on the
progress detailed in our May 16, 2024 release, our research has now
pinpointed specific molecular pathways associated with bipolar
disorder (BD), enabling the identification of new candidate drug
targets.
Our latest analysis, focusing on functional enrichment across
various brain regions associated with bipolar disorder, identified
significant enrichment in six out of 68 clusters from the LIBD
brain dataset. This means that six specific groups of genes or
proteins, which are highly relevant to at least some cases with BD,
were found among the many brain data clusters analyzed. This is
significant because it narrows down gene networks most involved in
BD, allowing for more targeted research.
One notable example, in the Dentate Gyrus, a region critical for
memory and cognitive function, two substantially enriched clusters
were discovered. This suggests a strong involvement of this area in
BD pathology. Additionally, the Dorsolateral Prefrontal Cortex
(DLPFC), which is crucial for executive functions like
decision-making and problem-solving, revealed one specific cluster
associated with BD. This precise identification within the DLPFC
highlights a key area for understanding and potentially treating
BD.
These findings highlight the potential dysregulation of
pro-inflammatory pathways and include the identification of a
number of novel pathways significant to the pathophysiology of BD.
Our advanced AI-driven analysis not only deepens the understanding
of BD but also identifies several putative drivers of the
condition. These discoveries pave the way for developing targeted
therapeutics aimed at these specific molecular mechanisms, offering
hope for more effective and personalized treatments for patients
suffering from BD.
Continued Collaboration and Future
Directions:
“This collaboration continues to demonstrate the power of AI in
unlocking the complexities of neuropsychiatric disorders,” said Vin
Singh, CEO of BullFrog AI. “Our proprietary bfLEAP™ platform and
causal AI strategy, combined with LIBD’s extensive brain data, is
driving forward our mission to develop precise and effective
treatments. We are now focusing on validating these findings in wet
lab settings and engaging with pharmaceutical partners to advance
these discoveries.”
Daniel R. Weinberger, M.D., Director and CEO of LIBD, added,
“The insights gained from this collaboration are potentially
instrumental in our understanding of bipolar disorder and its
treatment. We are enthusiastic about the potential impact these
findings could have on developing new targeted therapies that
significantly improve patient outcomes.”
About the Lieber Institute for Brain Development
(LIBD):
The Lieber Institute for Brain Development is dedicated to
translating the understanding of genetic and molecular mechanisms
of schizophrenia and related brain disorders into clinical
advancements. The LIBD brain repository, with over 4,300 human
brains, is the world's largest collection for the study of
neuropsychiatric disorders.
About BullFrog AI:
BullFrog AI leverages Artificial Intelligence and machine
learning to advance drug discovery and development. Through
collaborations with leading research institutions, BullFrog AI uses
causal AI in combination with its proprietary bfLEAP™ platform to
analyze complex biological data, aiming to streamline therapeutics
development and reduce failure rates in clinical trials.
For more information, visit BullFrog AI at
www.bullfrogai.com.
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Contact:
InvestorsDave GentryRedChip Companies,
Inc.BFRG@redchip.com1-407-644-4256
SOURCE: BullFrog AI Holdings, Inc.
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