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Patrick Gelbach Profile
Patrick Gelbach

@GelbachPatrick

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PhD in BME at the University of Southern California, in the @USCSysBio_Lab. Using computer modeling to study cellular metabolism. UVA 2018

Los Angeles, CA
Joined November 2018
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@GelbachPatrick
Patrick Gelbach
3 years
Hello! We are super excited to have this paper out as a preprint: "Flux Sampling in Genome-scale Metabolic Modeling of Microbial Communities" Quick thread: https://t.co/ROMP03v0IN
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@JohnHolbein1
John B. Holbein
8 months
Look at the distribution of z-values from medical research!
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@TakeThiamine
J͎Λ͎Y͎
1 year
Bioenergetics: Increasing Calories Out “We are currently expending about 220 calories per day less for males and 122 calories per day less for females than people of our age and body composition were in the late 1980s. These changes are sufficient to explain the obesity epidemic
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@GelbachPatrick
Patrick Gelbach
1 year
Also “eat less than your body needs to survive in order to survive longer” is of course ridiculous. Calorie restriction below bmr is not good for you
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@GelbachPatrick
Patrick Gelbach
1 year
At this point I’m suspicious of all longevity science that’s not done in humans
@cremieuxrecueil
Crémieux
1 year
Bad news for the caloric restriction-lifespan extension hypothesis. The benefits of caloric restriction on longevity only show up in the bottom-10% shortest-lived strains of animal models.
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@GelbachPatrick
Patrick Gelbach
1 year
I think I’m starting to believe Lamarck more than Darwin. And the differences between the two theories has huge implications for how we research cancer biology and treatment..
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@TakeThiamine
J͎Λ͎Y͎
2 years
𝗪𝗵𝗮𝘁 𝘄𝗲 𝘀𝗲𝗲 𝗶𝗻 𝗰𝗮𝗻𝗰𝗲𝗿: - A cell’s inability to oxidize glucose. - A resulting excess of lactate.[19] - Impaired glucose metabolism means reduced ability to regenerate glutathione, leading to oxidative stress.[20] - Low mitochondrial NAD/NADH ratio.[21][22] -
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@cliff_swan
clifford
2 years
Article published a couple of days ago. Every figure in the article is AI generated and totally incomprehensible. This passed "peer-review" https://t.co/8oeyjbn098
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@GelbachPatrick
Patrick Gelbach
2 years
Glad to see this paper published! I hope you all will find it interesting, it was a fun project with @USCSysBio_Lab https://t.co/YXNORhNMYN
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bmcbioinformatics.biomedcentral.com
Background Microbial communities play a crucial role in ecosystem function through metabolic interactions. Genome-scale modeling is a promising method to understand these interactions and identify...
@GelbachPatrick
Patrick Gelbach
3 years
Hello! We are super excited to have this paper out as a preprint: "Flux Sampling in Genome-scale Metabolic Modeling of Microbial Communities" Quick thread: https://t.co/ROMP03v0IN
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@haidut
Georgi D.
2 years
More good news! Longer blog post coming soon...but my dear ppl, I think we have a "signal". Ray Peat right again! A combo of vitamin B1/B3/B7 & aspirin CURED 2 out of 3 mice from a lethal HUMAN tumor w/ 100% lethality & no reported spontaneous regression. https://t.co/dMCLBoTfb6
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@samdknowlton
Sam Knowlton
2 years
Rice and wheat, two of the most crucial food staples worldwide, have experienced a significant decline in nutritional quality over the past 50 years. The essential mineral concentration in rice has decreased by 36%, while in wheat, it has dropped by 57%. At the same time,
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@USCSysBio_Lab
Dr. Stacey Finley (USC Systems Bio Lab)
2 years
after sharing the news with family and friends, i am thrilled to announce that i have been promoted to Professor of Biomedical Engineering and Quantitative and Computational Biology @USC !! @USCViterbi @uscbme @qcb_usc
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@NatureMicrobiol
Nature Microbiology
2 years
NEW Perspective: Kost, Patil, Friedman, Garcia & Ralser argue that metabolic exchanges are ubiquitous in natural microbial communities @kostchristian @kiran_r_patil @JFriedman_micro @sarilog @ralserlab
nature.com
Nature Microbiology - This Perspective discusses the prevalence of synergistic metabolic interactions in nature and their impact on microbial communities.
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@USCSysBio_Lab
Dr. Stacey Finley (USC Systems Bio Lab)
3 years
#throwback to just two weeks ago when we celebrated @USC commencement! lab Ph.D. grad #6 @colincess and #7 @GelbachPatrick, plus the amazing @uscbme student Ariella Simoni! so proud of all their accomplishments! @USCViterbi
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@brainenergy4me
Ty Guy
3 years
The eternal white pill: “The principles of embryology keep functioning throughout life” - Ray Peat
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@RayPeatQuotes
Ray Peat Quotes
3 years
In place of the old belief that “we are defined and limited by our genes,” the new perspective is showing us that we are limited by our environment, and that our environment can be modified.
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@USCSysBio_Lab
Dr. Stacey Finley (USC Systems Bio Lab)
3 years
sad to miss #MathOnc23, but glad that the newly minted Ph.D. @GelbachPatrick is there and has the chance to present his recent work. check out the preprint for the full story!
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biorxiv.org
Colorectal cancer (CRC) shows high incidence and mortality, partly due to the tumor microenvironment, which is viewed as an active promoter of disease progression. Macrophages are among the most...
@ara_anderson
Sandy Anderson
3 years
Final talk of #MathOnc23 Day 2 is from Patrick Gelbach from @USCSysBio_Lab presenting, Ensemble-based Genome-scale Modeling Predicts Metabolic Differences between Macrophage Subtypes in Colorectal Cancer.
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@GelbachPatrick
Patrick Gelbach
3 years
Thanks for reading!
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@GelbachPatrick
Patrick Gelbach
3 years
For the future: the main reason @USCSysBio_Lab and I did this is because we want to study metabolic interactions in the tumor microenvironment (with @MumenthalerLab @ngraham @MathCancer) where the idea of a single cell goal (w FBA) is less supported, and sampling could be better
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@GelbachPatrick
Patrick Gelbach
3 years
Altogether, this was meant to be a simple methods-based paper to study how predictions are affected by sampling of genome-scale models of communities vs traditional FBA. Overall pretty fun!
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