
Advertise on podcast: Translating Proteomics
Rating
5from
This podcast has
29 episodes
Language
EnglishPublisher
Nautilus BiotechnologyExplicit
No
Date created
2024/04/03
Latest episode
2026/09/16
Average duration
40 min.
Release period
44 days
Description
‘Translating Proteomics’ explores the science of proteomics and its growing impact on biological research, biomarker discovery, drug development, food and energy security, and a range of other timely topics. Hosts Parag Mallick Ph.D. and Andreas Huhmer Ph.D. of Nautilus Biotechnology aim to share their perspectives on important issues in proteomics, deepen your love of science, and prompt you to question assumptions about what may be possible.
Unlock Translating Proteomics podcast Email contact info,
Listeners & Audience details
Email contact information
Direct podcast contact details

Listeners
Audience numbers & engagement insights

Audience details
Podcast Insights

Podcast episodes
Check latest episodes from Translating Proteomics podcast
Tau proteoform analysis – Key takeaways from our recent Nature Methods publication
2026/09/16
Translating Proteomics hosts Parag Mallick and Andreas Huhmer discuss our new Nature Methods paper, “Large-scale single-molecule analysis of tau proteoforms.” This publication describes how the Nautilus Voyager™ Platform can be used to quantify proteoforms derived from the neurodegeneration-associated tau protein. These proteoforms are defined by their unique combinations of post-translational modifications and isoform specific sequences. They may make powerful next-generation biomarkers or drug targets, but few technologies can measure them today.
In the episode, Parag and Andreas discuss:
What proteoforms are and why it’s critical to study them to understand biology.How the Nautilus Voyager™ Platform quantifies proteoforms.The key findings from the tau proteoform analyses in the paper.Potential applications of these findings.The Nautilus Voyager™ Platform as a powerful foundational technology.
Access our video series exploring the paper in more detail.
Proteomics Hot Takes with Sheri Wilcox, Andreas Huhmer, and Parag Mallick
2026/07/22
On the latest episode of the Translating Proteomics podcast, Nautilus VP of Scientific Engagement and proteomics industry expert Sheri Wilcox joins hosts Parag Mallick and Andreas Huhmer for a thought-provoking discussion of their proteomics "hot takes.”
Each “hot take” is a provocative opinion on a topic in proteomics. Specifically, they cover:
Insufficient biological validation is one of the biggest problems in proteomics.Antibody validation remains a distributed, inconsistent, lab-by-lab responsibility, and this model for validation may not be sustainable going forward.AI cell models are overhyped.
Check out the episode for deep explorations of each of these hot takes and their potential remedies.
After listening, be sure to let us know whether you agree, disagree, or have your own hot take to share!
AI and Statistics in Proteomics and Systems Biology
2026/02/25
Professor Olga Vitek has a deep understanding of statistics, machine learning, and computational biology. She puts her know-how to work to develop computational tools enabling high-quality proteomic analysis and systems biology approaches. She hopes to apply these tools to the quantitative analysis of large-scale mass spectrometry-based investigations and thereby advance our understanding of organismal function. In this episode, Parag and Professor Vitek discuss:
Why statistics is important for experimental designHow statistics and AI can help researchers understand biologyGaps keeping us from using AI and statistics to their maximum potential in biology
ResourcesStatistical methods for studies of biomolecular systems website
Olga’s personal lab website
Beyond protein lists: AI-assisted interpretation of proteomic investigations in the context of evolving scientific knowledge
Gyori and Vitek, 2024 discuss how AI can be used to interpret proteomics data and its biological meaning.
A Bayesian Active Learning Experimental Design for Inferring Signaling Networks
Ness et al., 2018 show how statistical methods can guide the selection of experiments that optimally enhance understanding
OMICS IN SPACE
2026/02/04
Host Parag Mallick chats with Professor Afshin Beheshti who is a Professor of Surgery, Director of the Center for Space Biomedicine, and Associate Director of the McGowan Institute for Regenerative Medicine at the University of Pittsburgh. In addition, Professor Beheshti has a visiting researcher appointment at the Broad Institute of MIT and Harvard and is president of two non-profits – the COVID-19 International Research Team and Kwaai. The latter aims to democratize access to artificial intelligence through the design, construction, and maintenance of a free personal AI called Kwaai.
Professor Beheshti’s research covers a range of topics focused on how circulating mirco RNAs and mitochondria impact health, but this conversation focuses primarily on Professor Beheshti’s work advancing our understanding of how spaceflight impacts biology. We cover:
How research on spaceflight and biology is doneGaps that remain in our understanding of spaceflight and biologyOmics studies of spaceflight and biologyHow studying spaceflight and biology enhances our understanding of human health more broadly
ResourcesTrivedi Institute for Space and Global Biomedicine
New Institute at the University of Pittsburgh focused on “advancing human health through space-driven innovation”
NASA Open Science Data Repository
"Provides open access to biological and physical science datasets from spaceflight and ground studies, enabling data reuse for discovery and innovation."
Camera et al., 2024. Agining and putative frailty biomarkers are altered by spaceflight
Study on molecular biomarkers and frailty phenotypes in space
Overbey et al., 2024. The Space Omics and Medical Atlas (SOMA) and international astronaut biobank
An “integrated data and sample repository for clinical, cellular, and multi-omic research profiles” from a variety of space missionsSpace Omics and Medical Atlas (SOMA) website
Corti et al., 2024. To boldly go where no microRNAs have gone before: spaceflight impact on risk for small-for-gestational-age infants
Explores how miRNA signatures of “small-for-gestational-age” are impacted by the space environment
Beheshti et al., 2013. Age and space irradiation modulate tumor progression: implications for carcinogenesis risk
Some of Professor Beheshti’s early work studying connections between spaceflight and cancer progression.
Kwaai
Nonprofit "building a no-cost open source Personal AI assistant"
Reflections on Proteomics - 2025 Yea-End Wrap-Up
2025/12/22
On this episode of Translating Proteomics, Parag and Andreas share their reflections on proteomics developments in 2025 largely inspired by their observations at the World HUPO 2025 conference in Toronto. Whether you agree, disagree, or simply want to share some of your own observations on proteomics, please post your thoughts in the comments.
We look forward to even more exciting developments in 2026!
Chapters00:00 - 00:35 – Intro
00:36 – 07:00 - Increased focus on applications of proteomics and less on method development
Learn more about One Health from our conversation with Professor Jennifer Geddes-McAlister
https://youtu.be/JFwvTdkb5bw
07:01 – 12:47 - Increase in people talking about the importance of proteoforms
Learn more about proteoforms in our episode featuring proteoform pioneer Professor Neil Kelleher
https://youtu.be/3pPuxVrMxpw
12:47 – 17:26 - An increase in multiomics studies
17:27 – 20:03 - A shift to larger scale proteomics studies
For a great example of a multi-platform comparison study, check out Kirsher et al., 2025
https://www.nature.com/articles/s42004-025-01665-1
20:03 – 25:07 - Increased integration of AI into proteomics workflows
For an example of how proteomics workflows can be modified with multiomic data, check out Suhre et al., 2025
https://www.nature.com/articles/s41588-025-02413-w
25:08 – 30:05 – Recognition of the need to assess quality across proteomics workflows
30:06 – 32:19 – Less of a focus on spatial proteomics this year than in past years
32:20 – 35: 13 - Parag and Andreas share their predictions for 2026
35:14 – End – Outro
Hosts, Microbes, Molecular Pharming, and More with Professor Jennifer Geddes-McAlister
2025/11/06
On this episode of Translating Proteomics, Parag speaks with Professor Jennifer Geddes-McAlister from the University of Guelph. Professor Geddes-McAlister is an expert at using proteomics to study host-microbe interactions from a systems biology perspective. Her exciting work spans studies of pathogenic fungi all the way to engineering plants to produce pharmaceutics (so-called “molecular pharming"). On top of all that, Professor Geddes-McAlister also founded “Moms in Proteomics” to support and encourage an intentional focus on the inherently unique physical, emotional, and biological commitments of Mothers, and the ensuing balance required to excel within the diverse STEM fields encompassing Mass-Spectrometry-based proteomics.
Dive into this episode to:
Learn why it’s critical to study hosts, pathogens, and molecular pharming from a systems point of viewDiscover what Professor Geddes-McAlister is excited about for the upcoming Human Proteome Organization (HUPO) conferenceFind out what “Moms in Proteomics” has planned for HUPO
Chapters00:00 - Intro
01:39 - Professor Geddes-McAlister's initial interest in host-microbe interactions
06:13 - Why it's important to study host-microbe interactions
08:10 - Pathogens vs helpful microbes
10:06 - Thinking about microbes through the lens of "One Health"
14:34 - Why Professor Geddes-McAlister works primarily in proteomics as opposed to other omes
19:44 - Professor Geddes-McAlister's favorite thing that she's learned from the proteome and couldn't learn from the other omes
24:56 - Molecular pharming
29:35 - The need for accessibility in proteomics
34:09 - The need for all-in-one workflows in proteomics
36:08 - HUPO 2025
39:56 - Moms in Proteomics
42:36 - The future of proteomics
43:59 - Outro
ResourcesGeddes et al., 2015. Secretome profiling of Cryptococcus neoformans reveals regulation of a subset of virulence-associated proteins and potential biomarkers by protein kinase A
https://pubmed.ncbi.nlm.nih.gov/26453029/
Some of Professor Geddes-McAlister’s early work using proteomics to study pathogenic fungi
Prudhomme et al., 2024. Bacterial growth-mediated systems remodelling of Nicotiana benthamiana defines unique signatures of target protein production in molecular pharming
https://onlinelibrary.wiley.com/doi/10.1111/pbi.14342
Researchers from Professor Geddes-McAlister’s lab use multiomic techniques to discover factors impacting the production of a pharmaceutical in an engineered plant
Woods et al., 2023. A One Health approach to overcoming fungal disease and antifungal resistance
https://wires.onlinelibrary.wiley.com/doi/full/10.1002/wsbm.1610
Review on the importance of incorporating “One Health” principals into efforts to fight pathogenic fungi
Moms in Proteomics website
https://momsinproteomics.ca
Learn all about the Moms in Proteomics initiative and its international community
“Ask me anything” with Parag Mallick, Andreas Huhmer, and featuring special guest Don Kirkpatrick, Ph.D.
2025/07/15
On this episode of Translating Proteomics, Parag, Andreas, and special guest Don Kirkpatrick answer questions submitted by the Translating Proteomics community. They cover:
Needs in plasma proteomicsHow proteomics impacts drug development – with special guest Don Kirkpatrick, Ph.D.!How lifestyle impacts the proteomeHow the Nautilus Proteome Analysis Platform is impacting tau and Alzheimer’s disease research
ReferencesShome et al., 2022 - Serum autoantibodyome reveals that healthy individuals share common autoantibodies
https://www.sciencedirect.com/science/article/pii/S2211124722006489
LaBaer Lab paper investigating autoantibody levels in plasma and their relationship to health.
Sylman et al., 2018 - A Temporal Examination of Platelet Counts as a Predictor of Prognosis in Lung, Prostate, and Colon Cancer Patients
https://www.nature.com/articles/s41598-018-25019-1
Mallick lab paper investigating temporal changes in platelets and their associations with cancer biology.
Krönke et al., 2014 - Lenalidomide causes selective degradation of IKZF1 and IKZF3 in multiple myeloma cells
https://www.science.org/doi/10.1126/science.1244851
Seminal paper describing selective protein degradation caused by lenalidomide.
Fink and Ebert 2015 - The novel mechanism of lenalidomide activity
https://ashpublications.org/blood/article/126/21/2366/34644/The-novel-mechanism-of-lenalidomide-activity
Review of research elucidating the mechanisms of lenalidomide activity
Ndoja et al., 2025 - COP1 Deficiency in BRAFV600E Melanomas Confers Resistance to Inhibitors of the MAPK Pathway
https://www.mdpi.com/2073-4409/14/13/975
Describe links between kinase inhibitor vemurafenib and changes in ETV transcription factor degradation
Song et al., 2022 - RTK-Dependent Inducible Degradation of Mutant PI3Kα Drives GDC-0077 (Inavolisib) Efficacy
https://aacrjournals.org/cancerdiscovery/article/12/1/204/675622/RTK-Dependent-Inducible-Degradation-of-Mutant-PI3K
Use proteomics to discover that inavolisib acts through selective degradation of mutant PI3Kα
Canon et al., 2019 - The clinical KRAS(G12C) inhibitor AMG 510 drives anti-tumour immunity
https://www.nature.com/articles/s41586-019-1694-1
Covers the development of an inhibitor of KRAS mutant KRAS (G12C).
Schneider et al., 2024 - Feeding gut microbes to nourish the brain: unravelling the diet-microbiota-gut-brain axis
https://www.nature.com/articles/s42255-024-01108-6
Review on the gut-brain axis
Webpage for Johanna Lampe’s Lab at Fred Hutch Cancer Center
https://www.fredhutch.org/en/faculty-lab-directory/lampe-johanna.html
Guseh et al., 2020 - An expanded repertoire of intensity-dependent exercise-responsive plasma proteins tied to loci of human disease risk
https://www.nature.com/articles/s41598-020-67669-0
Work investigating the relationship between exercise, the plasma proteome, and health
Human Proteome Organization (HUPO) webpage with resources focused on proteomics in space
https://hupo.org/Human-Proteomics-at-Extreme-Conditions
Joly et al., 2025 - Large-scale single-molecule analysis of tau proteoforms
https://doi.org/10.1101/2025.06.26.660445
Nautilus preprint using Iterative Mapping of proteoforms to measure tau proteoforms in Alzheimer’s disease and related dementias samples.
Spatial Proteomics with Fiona Ginty Ph.D.
2025/05/28
On this episode of Translating Proteomics, host Parag Mallick discusses spatial proteomics with special guest Fiona Ginty Ph.D. Fiona is a Senior Principal Scientist in Precision Diagnostics at the GE Healthcare Technology & Innovation Center. She is a leader in the development of spatial proteomics technologies and their application in precision diagnostics and medicine.
Their discussion covers:
· How Fiona began working in spatial proteomics
· Why spatial biology is important
· What the future holds for spatial biology
Chapters:00:00 – Introduction
01:54 – Fiona’s journey to biology
05:26 – Fiona’s transition to tool development
07:20 – Working at GE Research
11:26 – Identifying the importance of spatial biology
14:43 – How Cell DIVETM works
18:25 – The importance of single cell
23:01 - When Fiona realized the technology worked
28:04 – Spatial biology projects Fiona is excited about
30:08 – Fiona’s role in HuBMAP
36:50 – Learnings from HuBMAP so far
38:35 – The future of spatial proteomics in the clinic
46:56 – Current limits on spatial proteomics
49:56 – Current and future uses of AI in spatial proteomics
53:30 – The most exciting thing Fiona learned in her spatial proteomics journey
56:08 – Outro
Resources:Method of the Year 2024: Spatial Proteomics
Paper covering the spatial proteomics technology Fiona worked on at GE Healthcare
Highly multiplexed single-cell analysis of formalin-fixed, paraffin-embedded cancer tissue
HubMAP – Human BioMolecular Atlas Program
Human Tumor Atlas Network
Cell DIVE Multiplex Imaging Solution
Papers discussing what makes colorectal cancer cells undergo apoptosis in response to chemotherapy
An atlas of inter- and intra-tumor heterogeneity of apoptosis competency in colorectal cancer tissue at single-cell resolutionIntegrated multiplex analysis of cell death regulators in stage II colorectal cancer suggests patients with ‘persister’ cell profiles fail to benefit from adjuvant chemotherapy
Paper discussing how the distance between tumor cells and cytotoxic t-cells correlates to caspase level
Spatial effects of infiltrating T cells on neighbouring cancer cells and prognosis in stage III CRC patients - Azimi - 2024 - The Journal of Pathology - Wiley Online Library
Paper showing it takes 3 hits from cytotoxic t-cells to kill cancer cells
Cytotoxic T cells are able to efficiently eliminate cancer cells by additive cytotoxicity | Nature Communications
Paper focused on generating new pathology image patches using AI
Predicting Breast Cancer Events in Ductal Carcinoma In Situ (DCIS) Using Generative Adversarial Network Augmented Deep Learning Model - PubMed
AcknowledgementsDr. Ginty wanted to acknowledge the many people she’s worked with on Cell DIVE and as part of HuBMAP. She stresses that these are highly collaborative projects, and just some of the many great team members she's worked with are listed below.
Cell DIVE:
Anup Sood, Sean Dinn, Yunxia Sui, Sanghee Cho, John Graf , Kathleen Bove, Musodiq Bello, Sudeshna Adak, Michael Lazare, Anirban Bhaduri, Thomas Treynor, Dileep Vangasseri, Alberto Santamaria-Pang, Maureen Bresnahan, Micheal Gerdes, Megan Rothman, Colin McCullough, Chris Sevinsky, Liz McDonough, Christine Surrette, Max Seel, Alex Corwin, Bob Filkins, Kevin Kenny, Brion Sarachan, Mike Montalto, Christoph Hergersberg, John Burczak, Jens Rittscher, Steve Zingelewicz, Dr. Sunil Badve (Emory U), Dr. Yesim Gokmen Polar (Emory U), Eli Lilly collaborators
HuBMAP:
Lou Falo (U. Pitt), Arivarasan Karunamurthy (U. Pitt), John Hickey (Duke), Chenchen Zhu (Stanford), Ioannis Vlachos (BIDMC), Liz McDonough (GE HealthCare Technology and Innovation Center [HTIC]), Sammi Abate (GE HealthCare Technology and Innovation Center [HTIC]), Soumya Ghose (GE HealthCare Technology and Innovation Center [HTIC]), Christine Surrette (GE HealthCare Technology and Innovation Center [HTIC]), Dr. Katy Borner (Indiana U)
Intro to Proteomics
2025/04/16
On this special episode of Translating Proteomics, Parag and Andreas break down the basics of proteomics — perfect for anyone with a background in molecular biology looking to get started in the field.
Seasoned experts: We hope you can share this episode as a teaching tool or to inspire others to explore proteomics.
Parag and Andreas cover the following questions in the episode, and links to additional Nautilus resources can be found below each question.
What is proteomics?
Blog post – What is proteomics? Techniques, applications, and methods
What are key questions proteomics can answer?
Blog category – Applications of proteomics
Why is it important to measure the proteome?
FAQ on the Nautilus Resources pageBlog post – Genomics vs. proteomics: Two complementary perspectives on life
What can and can't you do with proteomics?
Translating Proteomics episode – Plasma Proteomics: The Dream and the NightmareLearn how the Nautilus Platform is designed to enable comprehensive broadscale proteomics and targeted proteoform studies
What are key proteomics methods and techniques?
Blog series – Traditional protein analysis methodsBlog series – Next-generation proteomics technologies
What are the major pitfalls when doing proteomics?
What are the challenges in proteomic data analysis?
Translating Proteomics episode – Biology in Space and TimeBlog post – What is multiomics?
What are people excited about in proteomics?
Translating Proteomics episode – Poised for a Proteomics BreakthroughTranslating Proteomics episode - US HUPO 2025 – Key Takeaways, Trends, and Future Directions for ProteomicsTranslating Proteomics episode – Protein Function 201 with Kathryn LilleyBlog post – What is single-molecule proteomics?
Proteomics Podcast Crossover - The Proteomics Show
2025/04/02
If you listened to our episode focused on science communication featuring proteomics leaders Ben Orsburn Ph.D. and Ben Neely Ph.D., then you've already heard about their excellent podcast, The Proteomics Show. On The Proteomics Show, they interview researchers in the proteomics community to learn about their motivations, their backstories, and their work. Today, we're sharing an episode of The Proteomics Show where the Bens interview Translating Proteomics host Parag Mallick. Check it out to learn about Parag's journey to proteomics, his efforts advocating for open data sharing, and his work as a professional magician.
After listening, be sure to check out more episodes of The Proteomics Show on their feed where you'll find over 70 interviews with many, many interesting people in the proteomics community. Find their feed here:
https://us-hupo.org/Podcasts
US HUPO 2025 - Key Takeaways, Trends, and Future Directions for Proteomics
2025/03/26
On this episode of Translating Proteomics, hosts Parag Mallick and Andreas Huhmer discuss their recent experience at the 2025 US Human Proteome Organization conference or US HUPO. Their conversation covers:
· The rising use of multiple proteomics platforms
· Advances in multiomics
And
· What they hope to see at the next US HUPO
Chapters:
00:00 – Introduction
01:47 – Things Parag and Andreas were most excited about going into US HUPO
06:19 - Trends Parag observed at US HUPO
· A bifurcation between studies that focused on measuring many proteins and those that focused on a specific biological process
· People increasingly using multiomics to wholistically understanding biology as opposed to a means of comparing the different omes
· A shift to researchers using multiple proteomics platforms
11:44 – The rising prominence of proteoforms at US HUPO
15:50 – The future of proteomics as informed by US HUPO
18:06 – What Parag and Andreas hope to see at the next US HUPO
19:57 - Outro
Science Communication and Proteomics - Benefits, Barriers, and Solutions with Ben Neely and Ben Orsburn
2025/02/19
On this episode of Translating Proteomics, host Parag Mallick speaks with special guests doctors Ben Neely and Ben Orsburn, leaders in the proteomics community and hosts of “The Proteomics Show” podcast. Their insightful conversation focuses on the role of communication in proteomics and covers:
· Impactful things they’ve learned while hosting The Proteomics Show
· How their communication efforts have changed their research
· Barriers to proteomics becoming more popular in the life sciences and in the broader public
Chapters:00:00 – 03:04 – Intro
03:04 – 07:23 – Why the Bens created "The Proteomics Show"
07:23 – 10:42 – Ways the proteomics show has impacted the Bens’ research
10:42 – 16:44 – Every scientist is interesting!
16:44 – 20:36 – Ways the Bens' communication efforts have changed their research
20:36 – 25:08 – Trends in proteomics
25:08 – 35:34 – Barriers to communication between the proteomics community and others in the life science
34:34-48:34 - Barriers to communication between the proteomics community and the broader public
48:34 - End - Outro
ResourcesThe Proteomics Show - Ben Neely and Ben Orsburn host this podcast sponsored by the Human Proteomics Organization. On it, they interview proteomics researchers in a “fireside chat” format. Their conversations cover not just the latest research, but also their guests’ motivations, hobbies, and histories. Definitely check it out!News in Proteomics Research - Ben Orsburn's blog on the latest developments in proteomics.Proteomics, the next truly massive investment opportunity - Forbes article on the potential of proteomics.The Magic School Bus Rides Again - Recently rebooted version of The Magic School Bus. Will we see an episode featuring proteomics?
The Future of Food in a Proteomics World
2025/02/05
On this episode of Translating Proteomics, hosts Parag Mallick and Andreas Huhmer discuss the many ways proteomics can impact our interactions with food. Some of the topics they touch upon in this wide-ranging conversation include:
· Proteomics and food quality
· Proteomics and food safety
· Developing new kinds of food with proteomics
Chapters00:00 – 01:23 – Introduction
01:23 – 03:27 – Proteomics and alcohol fermentation
03:27 – 05:24 – Food properties and their relationship with molecular composition
05:24 – 07: 42 – How can we use proteoforms to improve food quality?
07:42 – 11:49 – Proteomics to aid plant and animal breeding
11:49 – 14:35 – Proteomics, Food Safety, and Food Security
14:35 – 17:05 – Proteomics and food authenticity
17:05 – 20:36 – Proteomics and terroir
20:36 – 22:48 – Proteomics, the microbiome, and health
22:48 – 24:29 – A fun party trick
24:29 – 30:24 – Creating new foods and flavors
30:24 – 34:33 – Designing food for space
34:33 – End – Outro
ResourcesThe post-translational modification landscape of commercial beers (Kerr et al. 2021)
· Paper looking at the ways post-translational modification differ between different beers and how protein content relates to the properties of foam
Heat shock and structural proteins associated with meat tenderness in Nellore beef cattle, a Bos indicus breed (Carvalho et al. 2024)
· Paper looking at the relationship between proteins and meat tenderness
Comprehensive proteome analysis of bread dicphering the allergenic potential of bread wheat, spelt and rye (Zimmermann et al. 2021)
· Research measuring the levels of allergens in different kinds of bread
Differential proteomic analysis by SWATH-MS unravels the most dominant mechanisms underlying yeast adaptation to non-optimal temperatures under anaerobic conditions
· Study using proteomics to reveal how yeast adapt to growth at different temperatures
Combating the Reproducibility Crisis in Computational Proteomics
2025/01/22
On this episode of Translating Proteomics, co-hosts Parag Mallick and Andreas Huhmer of Nautilus Biotechnology discuss the reproducibility crisis in biology and specifically focus on how we can enhance reproducibility in computational proteomics. Key topics they cover include:
• What the reproducibility crisis is
• Factors that make it difficult to replicate multiomics research
• Steps we can take to make biology research more reproducible
Chapters
00:00 – 01:20 – Introduction
01:20– 03:10 – What is reproducibility in research and why is it important?
03:10 – 05:42 – Recent work from the Mallick Lab focused on computational proteomics reproducibility
05:42 – 09:32 – Ways to help improve reproducibility in computational proteomics – More detailed documentation, moving beyond papers as our main form of documentation, and ensuring computational workflows are available,
09:32 – 11:30 – Why Parag got interested reproducibility – Attempts to build AI layers on top of current workflows
11:30 – 14:00 – The need to create repositories of analytical workflows codified in a structured way that AI can learn from
14:00 – 15:24 – A role for dedicated data curators
15:24 – 18:31 – Moving beyond the idea of study endpoints and recognizing data as part of a larger whole
18:31 – 21:32 – How does AI fit into the continuous analysis and incorporation of new datasets
21:32 – 23:36 – The role of AI in helping researchers design experiments
23:36 – 27:25 – Three things we can do today to increase the reproducibility of computational proteomics experiments:
· Be clear about the stated hypothesis
· Document analyses through workflow engines and containerized workflows
· Advocate for support for funding for reproducibility and reproducibility tools
27:25 – End – Outro
Resources
Parag’s Gilbert S. Omenn Computational Proteomics Award Lecture
o In this lecture, Parag describes his vision for a more reproducible future in proteomics
Nature Special on “Challenges in irreproducible research”
o A list of articles and perspective pieces discussing the “reproducibility crisis” in research
Why Most Published Research Findings Are False (Ioannidis 2005)
o Article outlining many of the issues that make it difficult to reproduce research findings
Reproducibility Project: Cancer Biology
o eLife initiative investigating reproducibility in preclinical cancer research
Center for Open Science Preregistration Initiative
o Resources for preregistering a hypothesis as part of a study
National Institute of Standards and Technology (NIST)
o US government agency that aims to be “the world’s leader in creating critical measurement solutions and promoting equitable standards.”
MSstats
o Open source software for mass spec data analysis from Bioconductor
National Institute of General Medical Sciences
o US government agency focused on “basic research that increases understanding of biological processes and lays the foundation for advances in disease diagnosis, treatment, and prevention.”
Chan Zuckerberg Initiative – Essential Open Source Software for Science
o CZI program supporting “software maintenance, growth, development, and community engagement for critical open source tools.”
Expanding the Drug Development Toolkit with Proteomics
2025/01/08
On this episode of Translating Proteomics, co-hosts Parag Mallick and Andreas Huhmer of Nautilus Biotechnology discuss how clinical researchers can leverage proteomics for drug development. Some of the themes covered in this episode include:
· Proteomics and pre-clinical models
· How proteomics can drive patient selection
· Choosing the right end points in clinical trials
Chapters
00:00 – 01:06 – Introduction
01:06 – 06:51 – Proteomics in pre-clinical studies
06:51 – 11:40 – The importance of choosing the right model for preclinical work
11:40 – 17:10 – How proteomics is used in Phase I/II clinical trials
17:10 – 19:29 – Proteomics tools in patient selection
19:29 – 24:33 – Useful information that we get from proteomics that we can’t get from genomics or transcriptomics
24:33 – 28:14 – Proteomics in Phase III clinical trials and picking the best indications of drug efficacy
28:14 – 29:19 - Understanding why clinical trials fail
29:19 – End - Outro
Resources
The National Cancer Institute’s webpage covering how clinical trials workPreprint on the miBrain model - An example of a new in vitro brain modelGeary et al., 2021 - Discovery and Evaluation of Protein Biomarkers as a Signature of Wellness in Late-Stage Cancer Patients in Early Phase Clinical TrialsWasko et al., 2024 - Tumour-selective activity of RAS-GTP inhibition in pancreatic cancerThe NCI-MATCH trail: Lessons for precision oncology – Report on a large-scale trial using genomic biomarkers to match cancer patients to treatmentsTumour-selective activity of RAS-GTP inhibition in pancreatic cancer – Study using proteomics to understand mechanisms of resistance to a cancer drug
Podcast sponsorship advertising
Start advertising on Translating Proteomics relevant audience podcasts
You may also like to advertise on these Podcasts

4.5185359
Who, When, Wow!
Tinkercast | Wondery

4.6687701115
Armchair Expert with Dax Shepard
Armchair Umbrella

4.9554072194
The MeidasTouch Podcast
MeidasTouch Network

4.639655
Only Murders in the Building Podcast
Straw Hut Media

4.7830518
The Home Service Expert Podcast
Tommy Mello: $200 Million Founder|Forbes, Inc., Entrepreneur Columnist

4.443461356
Something You Should Know
Mike Carruthers | OmniCast Media

4.7906254
Everything is Fine
Jennifer Romolini and Kim France

4.610836573
Serialously with Annie Elise
Annie Elise & Audioboom Studios

4.41171483
The Outlier Health Podcast
Matt Frazier, Matt Tullman, Isabelle Caputo, and Doug Hay

4.616141358
Giggly Squad
Hannah Berner & Paige DeSorbo