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Full-Text Articles in Medicine and Health Sciences

Reverse Phase Proteomic Array Profiling Of Asparagine Synthetase Expression In Newly Diagnosed Acute Myeloid Leukemia, Nisha Narayanan, Jennifer Marvin-Peek, Mohamad K Abouelnaaj, Dhabya Majid, Bofei Wang, Brandon D Brown, Yihua Qiu, Steven M Kornblau, Hussein A Abbas Jul 2024

Reverse Phase Proteomic Array Profiling Of Asparagine Synthetase Expression In Newly Diagnosed Acute Myeloid Leukemia, Nisha Narayanan, Jennifer Marvin-Peek, Mohamad K Abouelnaaj, Dhabya Majid, Bofei Wang, Brandon D Brown, Yihua Qiu, Steven M Kornblau, Hussein A Abbas

Student and Faculty Publications

Asparaginase-based therapy is a cornerstone in acute lymphoblastic leukemia (ALL) treatment, capitalizing on the methylation status of the asparagine synthetase (ASNS) gene, which renders ALL cells reliant on extracellular asparagine. Contrastingly, ASNS expression in acute myeloid leukemia (AML) has not been thoroughly investigated, despite studies suggesting that AML with chromosome 7/7q deletions might have reduced ASNS levels. Here, we leverage reverse phase protein arrays to measure ASNS expression in 810 AML patients and assess its impact on outcomes. We find that AML with inv(16) has the lowest overall ASNS expression. While AML with deletion 7/7q had ASNS levels slightly lower …


Proteomics For Optimizing Therapy In Acute Myeloid Leukemia: Venetoclax Plus Hypomethylating Agents Versus Conventional Chemotherapy, Eduardo Sabino De Camargo Magalhães, Stefan Edward Hubner, Brandon Douglas Brown, Yihua Qiu, Steven Mitchell Kornblau May 2024

Proteomics For Optimizing Therapy In Acute Myeloid Leukemia: Venetoclax Plus Hypomethylating Agents Versus Conventional Chemotherapy, Eduardo Sabino De Camargo Magalhães, Stefan Edward Hubner, Brandon Douglas Brown, Yihua Qiu, Steven Mitchell Kornblau

Student and Faculty Publications

The use of Hypomethylating agents combined with Venetoclax (VH) for the treatment of Acute Myeloid Leukemia (AML) has greatly improved outcomes in recent years. However not all patients benefit from the VH regimen and a way to rationally select between VH and Conventional Chemotherapy (CC) for individual AML patients is needed. Here, we developed a proteomic-based triaging strategy using Reverse-phase Protein Arrays (RPPA) to optimize therapy selection. We evaluated the expression of 411 proteins in 810 newly diagnosed adult AML patients, identifying 109 prognostic proteins, that divided into five patient expression profiles, which are useful for optimizing therapy selection. Furthermore, …


The Intrinsic Substrate Specificity Of The Human Tyrosine Kinome, Tomer M Yaron-Barir, Brian A Joughin, Emily M Huntsman, Alexander Kerelsky, Daniel M Cizin, Benjamin M Cohen, Amit Regev, Junho Song, Neil Vasan, Ting-Yu Lin, Jose M Orozco, Christina Schoenherr, Cari Sagum, Mark T Bedford, R Max Wynn, Shih-Chia Tso, David T Chuang, Lei Li, Shawn S-C Li, Pau Creixell, Konstantin Krismer, Mina Takegami, Harin Lee, Bin Zhang, Jingyi Lu, Ian Cossentino, Sean D Landry, Mohamed Uduman, John Blenis, Olivier Elemento, Margaret C Frame, Peter V Hornbeck, Lewis C Cantley, Benjamin E Turk, Michael B Yaffe, Jared L Johnson May 2024

The Intrinsic Substrate Specificity Of The Human Tyrosine Kinome, Tomer M Yaron-Barir, Brian A Joughin, Emily M Huntsman, Alexander Kerelsky, Daniel M Cizin, Benjamin M Cohen, Amit Regev, Junho Song, Neil Vasan, Ting-Yu Lin, Jose M Orozco, Christina Schoenherr, Cari Sagum, Mark T Bedford, R Max Wynn, Shih-Chia Tso, David T Chuang, Lei Li, Shawn S-C Li, Pau Creixell, Konstantin Krismer, Mina Takegami, Harin Lee, Bin Zhang, Jingyi Lu, Ian Cossentino, Sean D Landry, Mohamed Uduman, John Blenis, Olivier Elemento, Margaret C Frame, Peter V Hornbeck, Lewis C Cantley, Benjamin E Turk, Michael B Yaffe, Jared L Johnson

Student and Faculty Publications

Phosphorylation of proteins on tyrosine (Tyr) residues evolved in metazoan organisms as a mechanism of coordinating tissue growth1. Multicellular eukaryotes typically have more than 50 distinct protein Tyr kinases that catalyse the phosphorylation of thousands of Tyr residues throughout the proteome1-3. How a given Tyr kinase can phosphorylate a specific subset of proteins at unique Tyr sites is only partially understood4-7. Here we used combinatorial peptide arrays to profile the substrate sequence specificity of all human Tyr kinases. Globally, the Tyr kinases demonstrate considerable diversity in optimal patterns of residues surrounding the site of phosphorylation, revealing the functional organization of …


Molecular Mechanisms Of Opioid Use Disorder In Human Brain Models, Emily Mendez May 2024

Molecular Mechanisms Of Opioid Use Disorder In Human Brain Models, Emily Mendez

Dissertations & Theses (Open Access)

Opioid use disorder (OUD) is a national and global public health crisis with no end in sight. While studies from animal models hint at widespread epigenetic and transcriptomic alterations of opioid drugs, the molecular consequences of long-term exposure to opioid drugs in human brain is still unclear, and human-centered translational models are necessary to discern the human cell type-specific effects of OUD.

Using postmortem brain Brodmann area 9 (BA9) from the UTHealth Brain Collection for Research on Psychiatric Disorders, I identified angiogenic gene networks perturbed in the RNA and protein of OUD subjects, as well as downregulation of many neuron-correlated …


Single-Cell Cd4 And Cd8 T-Cell Secretome Profiling Reveals Temporal And Niche Differences In Acute Myeloid Leukemia Following Immune Checkpoint Blockade Therapy, Jessica L Root, Poonam N Desai, Christopher Ly, Bofei Wang, Fatima Zahra Jelloul, Jing Zhou, Sean Mackay, Mansour Alfayez, Jairo Matthews, Sherry Pierce, Patrick K Reville, Naval Daver, Hussein A Abbas Mar 2024

Single-Cell Cd4 And Cd8 T-Cell Secretome Profiling Reveals Temporal And Niche Differences In Acute Myeloid Leukemia Following Immune Checkpoint Blockade Therapy, Jessica L Root, Poonam N Desai, Christopher Ly, Bofei Wang, Fatima Zahra Jelloul, Jing Zhou, Sean Mackay, Mansour Alfayez, Jairo Matthews, Sherry Pierce, Patrick K Reville, Naval Daver, Hussein A Abbas

Student and Faculty Publications

UNLABELLED: Acute myeloid leukemia (AML) is a heterogeneous malignancy of the blood primarily treated with intensive chemotherapy. The allogeneic T-cell antileukemic activity via donor lymphocyte infusions and stem cell transplantation suggests a potential role for checkpoint blockade therapy in AML. While clinical trials employing these treatments have fallen short of expected results, a deeper exploration into the functional states of T cells in AML could bridge this knowledge gap. In this study, we analyzed the polyfunctional activity of T cells in a cohort of patients with relapsed/refractory (RelRef) AML treated on the clinical trial (ClinicalTrials.gov identifier: NCT02397720) of combination therapy …


Differentially Disrupted Spinal Cord And Muscle Energy Metabolism In Spinal And Bulbar Muscular Atrophy, Danielle Debartolo, Frederick Arnold, Y Liu, Elana Molotsky, Hsin-Yao Tang, Diane Merry Mar 2024

Differentially Disrupted Spinal Cord And Muscle Energy Metabolism In Spinal And Bulbar Muscular Atrophy, Danielle Debartolo, Frederick Arnold, Y Liu, Elana Molotsky, Hsin-Yao Tang, Diane Merry

Department of Biochemistry and Molecular Biology Faculty Papers

Prior studies showed that polyglutamine-expanded androgen receptor (AR) is aberrantly acetylated and that deacetylation of the mutant AR by overexpression of nicotinamide adenine dinucleotide-dependent (NAD+-dependent) sirtuin 1 is protective in cell models of spinal and bulbar muscular atrophy (SBMA). Based on these observations and reduced NAD+ in muscles of SBMA mouse models, we tested the therapeutic potential of NAD+ restoration in vivo by treating postsymptomatic transgenic SBMA mice with the NAD+ precursor nicotinamide riboside (NR). NR supplementation failed to alter disease progression and had no effect on increasing NAD+ or ATP content in muscle, despite producing a modest increase of …


Biological Insights From Plasma Proteomics Of Non-Small Cell Lung Cancer Patients Treated With Immunotherapy, Jair Bar, Raya Leibowitz, Niels Reinmuth, Astrid Ammendola, Eyal Jacob, Mor Moskovitz, Adva Levy-Barda, Michal Lotem, Rivka Katsenelson, Abed Agbarya, Mahmoud Abu-Amna, Maya Gottfried, Tatiana Harkovsky, Ido Wolf, Ella Tepper, Gil Loewenthal, Ben Yellin, Yehuda Brody, Nili Dahan, Maya Yanko, Coren Lahav, Michal Harel, Shani Raveh Shoval, Yehonatan Elon, Itamar Sela, Adam Dicker, Yuval Shaked Feb 2024

Biological Insights From Plasma Proteomics Of Non-Small Cell Lung Cancer Patients Treated With Immunotherapy, Jair Bar, Raya Leibowitz, Niels Reinmuth, Astrid Ammendola, Eyal Jacob, Mor Moskovitz, Adva Levy-Barda, Michal Lotem, Rivka Katsenelson, Abed Agbarya, Mahmoud Abu-Amna, Maya Gottfried, Tatiana Harkovsky, Ido Wolf, Ella Tepper, Gil Loewenthal, Ben Yellin, Yehuda Brody, Nili Dahan, Maya Yanko, Coren Lahav, Michal Harel, Shani Raveh Shoval, Yehonatan Elon, Itamar Sela, Adam Dicker, Yuval Shaked

Department of Radiation Oncology Faculty Papers

INTRODUCTION: Immune checkpoint inhibitors have made a paradigm shift in the treatment of non-small cell lung cancer (NSCLC). However, clinical response varies widely and robust predictive biomarkers for patient stratification are lacking. Here, we characterize early on-treatment proteomic changes in blood plasma to gain a better understanding of treatment response and resistance.

METHODS: Pre-treatment (T0) and on-treatment (T1) plasma samples were collected from 225 NSCLC patients receiving PD-1/PD-L1 inhibitor-based regimens. Plasma was profiled using aptamer-based technology to quantify approximately 7000 plasma proteins per sample. Proteins displaying significant fold changes (T1:T0) were analyzed further to identify associations with clinical outcomes using …


Ahp Db: A Reference Database Of Proteins In The Human Aqueous Humor, Tae Jin Lee, Arnav Goyal, Garrett Jones, Joshua Glass, Vishal Doshi, Kathryn Bollinger, Lane Ulrich, Saleh Ahmed, Sai Karthik Kodeboyina, Amy Estes, Marc Töteberg-Harms, Wenbo Zhi, Shruti Sharma, Ashok Sharma Jan 2024

Ahp Db: A Reference Database Of Proteins In The Human Aqueous Humor, Tae Jin Lee, Arnav Goyal, Garrett Jones, Joshua Glass, Vishal Doshi, Kathryn Bollinger, Lane Ulrich, Saleh Ahmed, Sai Karthik Kodeboyina, Amy Estes, Marc Töteberg-Harms, Wenbo Zhi, Shruti Sharma, Ashok Sharma

Student and Faculty Publications

The aqueous humor (AH) is a low-viscosity biofluid that continuously circulates from the posterior chamber to the anterior chamber of the eye. Recent advances in high-resolution mass-spectrometry workflows have facilitated the study of proteomic content in small-volume biofluids like AH, highlighting the potential clinical implications of the AH proteome. Nevertheless, in-depth investigations into the role of AH proteins in ocular diseases have encountered challenges due to limited accessibility to these workflows, difficulties in large-scale AH sample collection and the absence of a reference AH proteomic database. In response to these obstacles, and to promote further research on the involvement of …


Quantum Dots' Toxicity: A Multi-Level Investigation On The Impact Of Quantum Dots On The Actin Cytoskeleton, Nhi Le Jan 2024

Quantum Dots' Toxicity: A Multi-Level Investigation On The Impact Of Quantum Dots On The Actin Cytoskeleton, Nhi Le

MSU Graduate Theses

Quantum dots (QDs) are fluorescence nanomaterials with unique optical and physical properties. As such, they are highly sought after for their potential use in several biomedical and industrial applications. Despite their vast potential, recent studies have suggested that quantum dots are toxic to cells. Yet, the mechanism of quantum dots’ toxicity remains unclear. As such, my thesis aims to comprehensively examine the mechanism of quantum dots’ toxicity, emphasizing how quantum dots disrupt the actin cytoskeleton. In this study, I used RNA sequencing and mass spectrometry to investigate the influence of CdSe/ZnS QDs on the transcriptomic proteomic level of Saccharomyces cerevisiae …


Phenotyping Emt And Met Cellular States In Lung Cancer Patient Liquid Biopsies At A Personalized Level Using Mass Cytometry, Loukia G Karacosta, Danny Pancirer, Jordan S Preiss, Jalen A Benson, Winston Trope, Joseph B Shrager, Arthur Wai Sung, Joel W Neal, Sean C Bendall, Heather Wakelee, Sylvia K Plevritis Dec 2023

Phenotyping Emt And Met Cellular States In Lung Cancer Patient Liquid Biopsies At A Personalized Level Using Mass Cytometry, Loukia G Karacosta, Danny Pancirer, Jordan S Preiss, Jalen A Benson, Winston Trope, Joseph B Shrager, Arthur Wai Sung, Joel W Neal, Sean C Bendall, Heather Wakelee, Sylvia K Plevritis

Student and Faculty Publications

Malignant pleural effusions (MPEs) can be utilized as liquid biopsy for phenotyping malignant cells and for precision immunotherapy, yet MPEs are inadequately studied at the single-cell proteomic level. Here we leverage mass cytometry to interrogate immune and epithelial cellular profiles of primary tumors and pleural effusions (PEs) from early and late-stage non-small cell lung cancer (NSCLC) patients, with the goal of assessing epithelial-mesenchymal transition (EMT) and mesenchymal-epithelial transition (MET) states in patient specimens. By using the EMT-MET reference map PHENOSTAMP, we observe a variety of EMT states in cytokeratin positive (CK+) cells, and report for the first time MET-enriched CK+ …


Modulating A Prebiotic Food Source Influences Inflammation And Immune-Regulating Gut Microbes And Metabolites: Insights From The Be Gone Trial, Xiaotao Zhang, Ehsan Irajizad, Kristi L Hoffman, Johannes F Fahrmann, Fangyu Li, Yongwoo David Seo, Gladys J Browman, Jennifer B Dennison, Jody Vykoukal, Pamela N Luna, Wesley Siu, Ranran Wu, Eunice Murage, Nadim J Ajami, Jennifer L Mcquade, Jennifer A Wargo, James P Long, Kim-Anh Do, Johanna W Lampe, Karen M Basen-Engquist, Pablo C Okhuysen, Scott Kopetz, Samir M Hanash, Joseph F Petrosino, Paul Scheet, Carrie R Daniel Dec 2023

Modulating A Prebiotic Food Source Influences Inflammation And Immune-Regulating Gut Microbes And Metabolites: Insights From The Be Gone Trial, Xiaotao Zhang, Ehsan Irajizad, Kristi L Hoffman, Johannes F Fahrmann, Fangyu Li, Yongwoo David Seo, Gladys J Browman, Jennifer B Dennison, Jody Vykoukal, Pamela N Luna, Wesley Siu, Ranran Wu, Eunice Murage, Nadim J Ajami, Jennifer L Mcquade, Jennifer A Wargo, James P Long, Kim-Anh Do, Johanna W Lampe, Karen M Basen-Engquist, Pablo C Okhuysen, Scott Kopetz, Samir M Hanash, Joseph F Petrosino, Paul Scheet, Carrie R Daniel

Student and Faculty Publications

BACKGROUND: Accessible prebiotic foods hold strong potential to jointly target gut health and metabolic health in high-risk patients. The BE GONE trial targeted the gut microbiota of obese surveillance patients with a history of colorectal neoplasia through a straightforward bean intervention.

METHODS: This low-risk, non-invasive dietary intervention trial was conducted at MD Anderson Cancer Center (Houston, TX, USA). Following a 4-week equilibration, patients were randomized to continue their usual diet without beans (control) or to add a daily cup of study beans to their usual diet (intervention) with immediate crossover at 8-weeks. Stool and fasting blood were collected every 4 …


Abemaciclib Is Effective In Palbociclib-Resistant Hormone Receptor-Positive Metastatic Breast Cancers, Juliana Navarro-Yepes, Nicole M Kettner, Xiayu Rao, Cassandra Santaella Bishop, Tuyen N Bui, Hannah F Wingate, Akshara Singareeka Raghavendra, Yan Wang, Jing Wang, Aysegul A Sahin, Funda Meric-Bernstam, Kelly K Hunt, Senthil Damodaran, Debu Tripathy, Khandan Keyomarsi Oct 2023

Abemaciclib Is Effective In Palbociclib-Resistant Hormone Receptor-Positive Metastatic Breast Cancers, Juliana Navarro-Yepes, Nicole M Kettner, Xiayu Rao, Cassandra Santaella Bishop, Tuyen N Bui, Hannah F Wingate, Akshara Singareeka Raghavendra, Yan Wang, Jing Wang, Aysegul A Sahin, Funda Meric-Bernstam, Kelly K Hunt, Senthil Damodaran, Debu Tripathy, Khandan Keyomarsi

Student and Faculty Publications

Cyclin-dependent kinases 4/6 inhibitor (CDK4/6i) plus endocrine therapy (ET) is standard of care for patients with hormone receptor (HR)-positive, HER2-negative metastatic breast cancer (MBC). However, resistance to CDK4/6is plus ET remains a clinical problem with limited therapeutic options following disease progression. Different CDK4/6is might have distinct mechanisms of resistance, and therefore using them sequentially or targeting their differentially altered pathways could delay disease progression. To understand pathways leading to resistance to the CDK4/6is palbociclib and abemaciclib, we generated multiple in vitro models of palbociclib-resistant (PR) and abemaciclib-resistant (AR) cell lines as well as in vivo patient-derived xenografts (PDX) and ex …


Clinically Conserved Genomic Subtypes Of Gastric Adenocarcinoma, Yun Seong Jeong, Young-Gyu Eun, Sung Hwan Lee, Sang-Hee Kang, Sun Young Yim, Eui Hyun Kim, Joo Kyung Noh, Bo Hwa Sohn, Seon Rang Woo, Moonkyoo Kong, Deok Hwa Nam, Hee-Jin Jang, Hyun-Sung Lee, Shumei Song, Sang Cheul Oh, Jeeyun Lee, Jaffer A Ajani, Ju-Seog Lee Sep 2023

Clinically Conserved Genomic Subtypes Of Gastric Adenocarcinoma, Yun Seong Jeong, Young-Gyu Eun, Sung Hwan Lee, Sang-Hee Kang, Sun Young Yim, Eui Hyun Kim, Joo Kyung Noh, Bo Hwa Sohn, Seon Rang Woo, Moonkyoo Kong, Deok Hwa Nam, Hee-Jin Jang, Hyun-Sung Lee, Shumei Song, Sang Cheul Oh, Jeeyun Lee, Jaffer A Ajani, Ju-Seog Lee

Student and Faculty Publications

Gastric adenocarcinoma (GAC) is a lethal disease characterized by genomic and clinical heterogeneity. By integrating 8 previously established genomic signatures for GAC subtypes, we identified 6 clinically and molecularly distinct genomic consensus subtypes (CGSs). CGS1 have the poorest prognosis, very high stem cell characteristics, and high IGF1 expression, but low genomic alterations. CGS2 is enriched with canonical epithelial gene expression. CGS3 and CGS4 have high copy number alterations and low immune reactivity. However, CGS3 and CGS4 differ in that CGS3 has high HER2 activation, while CGS4 has high SALL4 and KRAS activation. CGS5 has the high mutation burden and moderately …


Multiplatform Analysis Of Intratumoral Pten Heterogeneity In Melanoma, Sharmeen Chagani, Mariana P De Macedo, Fernando Carapeto, Feng Wang, Diego M Marzese, Khalida Wani, Lauren E Haydu, Weiyi Peng, Giang T Ong, Sarah E Warren, Joseph M Beechem, Dave S B Hoon, Gordon B Mills, Michael T Tetzlaff, Alexander J Lazar, Lawrence N Kwong, Michael A Davies Sep 2023

Multiplatform Analysis Of Intratumoral Pten Heterogeneity In Melanoma, Sharmeen Chagani, Mariana P De Macedo, Fernando Carapeto, Feng Wang, Diego M Marzese, Khalida Wani, Lauren E Haydu, Weiyi Peng, Giang T Ong, Sarah E Warren, Joseph M Beechem, Dave S B Hoon, Gordon B Mills, Michael T Tetzlaff, Alexander J Lazar, Lawrence N Kwong, Michael A Davies

Student and Faculty Publications

Loss of protein expression of the tumor suppressor PTEN is associated with increased cancer aggressiveness, decreased tumor immune infiltration, and resistance to immune and targeted therapies in melanoma. We assessed a unique cohort of eight melanoma samples with focal loss of PTEN protein expression to understand the features and mechanisms of PTEN loss in this disease. We compared the PTEN-negative (PTEN[-]) areas to their adjacent PTEN-positive (PTEN[+]) areas using DNA sequencing, DNA methylation, RNA expression, digital spatial profiling, and immunohistochemical platforms. Variations or homozygous deletions of PTEN were identified in PTEN(-) areas that were not detected in the adjacent PTEN(+) …


Targeting Bcl2 Overcomes Resistance And Augments Response To Aurora Kinase B Inhibition By Azd2811 In Small Cell Lung Cancer, Kavya Ramkumar, Azusa Tanimoto, Carminia M Della Corte, C Allison Stewart, Qi Wang, Li Shen, Robert J Cardnell, Jing Wang, Urszula M Polanska, Courtney Andersen, Jamal Saeh, J Elizabeth Pease, Jon Travers, Giulia Fabbri, Carl M Gay, Jelena Urosevic, Lauren A Byers Aug 2023

Targeting Bcl2 Overcomes Resistance And Augments Response To Aurora Kinase B Inhibition By Azd2811 In Small Cell Lung Cancer, Kavya Ramkumar, Azusa Tanimoto, Carminia M Della Corte, C Allison Stewart, Qi Wang, Li Shen, Robert J Cardnell, Jing Wang, Urszula M Polanska, Courtney Andersen, Jamal Saeh, J Elizabeth Pease, Jon Travers, Giulia Fabbri, Carl M Gay, Jelena Urosevic, Lauren A Byers

Student and Faculty Publications

PURPOSE: Therapeutic resistance to frontline therapy develops rapidly in small cell lung cancer (SCLC). Treatment options are also limited by the lack of targetable driver mutations. Therefore, there is an unmet need for developing better therapeutic strategies and biomarkers of response. Aurora kinase B (AURKB) inhibition exploits an inherent genomic vulnerability in SCLC and is a promising therapeutic approach. Here, we identify biomarkers of response and develop rational combinations with AURKB inhibition to improve treatment efficacy.

EXPERIMENTAL DESIGN: Selective AURKB inhibitor AZD2811 was profiled in a large panel of SCLC cell lines (n = 57) and patient-derived xenograft (PDX) models. …


Proteomic Profiling Across Breast Cancer Cell Lines And Models, Marian Kalocsay, Matthew J Berberich, Robert A Everley, Maulik K Nariya, Mirra Chung, Benjamin Gaudio, Chiara Victor, Gary A Bradshaw, Robyn J Eisert, Marc Hafner, Peter K Sorger, Caitlin E Mills, Kartik Subramanian Aug 2023

Proteomic Profiling Across Breast Cancer Cell Lines And Models, Marian Kalocsay, Matthew J Berberich, Robert A Everley, Maulik K Nariya, Mirra Chung, Benjamin Gaudio, Chiara Victor, Gary A Bradshaw, Robyn J Eisert, Marc Hafner, Peter K Sorger, Caitlin E Mills, Kartik Subramanian

Student and Faculty Publications

We performed quantitative proteomics on 60 human-derived breast cancer cell line models to a depth of ~13,000 proteins. The resulting high-throughput datasets were assessed for quality and reproducibility. We used the datasets to identify and characterize the subtypes of breast cancer and showed that they conform to known transcriptional subtypes, revealing that molecular subtypes are preserved even in under-sampled protein feature sets. All datasets are freely available as public resources on the LINCS portal. We anticipate that these datasets, either in isolation or in combination with complimentary measurements such as genomics, transcriptomics and phosphoproteomics, can be mined for the purpose …


Proteomics Analysis Of Plasma From Middle-Aged Adults Identifies Protein Markers Of Dementia Risk In Later Life, Keenan A Walker, Jingsha Chen, Liu Shi, Yunju Yang, Myriam Fornage, Linda Zhou, Pascal Schlosser, Aditya Surapaneni, Morgan E Grams, Michael R Duggan, Zhongsheng Peng, Gabriela T Gomez, Adrienne Tin, Ron C Hoogeveen, Kevin J Sullivan, Peter Ganz, Joni V Lindbohm, Mika Kivimaki, Alejo J Nevado-Holgado, Noel Buckley, Rebecca F Gottesman, Thomas H Mosley, Eric Boerwinkle, Christie M Ballantyne, Josef Coresh Jul 2023

Proteomics Analysis Of Plasma From Middle-Aged Adults Identifies Protein Markers Of Dementia Risk In Later Life, Keenan A Walker, Jingsha Chen, Liu Shi, Yunju Yang, Myriam Fornage, Linda Zhou, Pascal Schlosser, Aditya Surapaneni, Morgan E Grams, Michael R Duggan, Zhongsheng Peng, Gabriela T Gomez, Adrienne Tin, Ron C Hoogeveen, Kevin J Sullivan, Peter Ganz, Joni V Lindbohm, Mika Kivimaki, Alejo J Nevado-Holgado, Noel Buckley, Rebecca F Gottesman, Thomas H Mosley, Eric Boerwinkle, Christie M Ballantyne, Josef Coresh

Student and Faculty Publications

A diverse set of biological processes have been implicated in the pathophysiology of Alzheimer's disease (AD) and related dementias. However, there is limited understanding of the peripheral biological mechanisms relevant in the earliest phases of the disease. Here, we used a large-scale proteomics platform to examine the association of 4877 plasma proteins with 25-year dementia risk in 10,981 middle-aged adults. We found 32 dementia-associated plasma proteins that were involved in proteostasis, immunity, synaptic function, and extracellular matrix organization. We then replicated the association between 15 of these proteins and clinically relevant neurocognitive outcomes in two independent cohorts. We demonstrated that …


Mitophagy Promotes Resistance To Bh3 Mimetics In Acute Myeloid Leukemia, Christina Glytsou, Xufeng Chen, Emmanouil Zacharioudakis, Wafa Al-Santli, Hua Zhou, Bettina Nadorp, Soobeom Lee, Audrey Lasry, Zhengxi Sun, Dimitrios Papaioannou, Michael Cammer, Kun Wang, Tomasz Zal, Malgorzata Anna Zal, Bing Z Carter, Jo Ishizawa, Raoul Tibes, Aristotelis Tsirigos, Michael Andreeff, Evripidis Gavathiotis, Iannis Aifantis Jul 2023

Mitophagy Promotes Resistance To Bh3 Mimetics In Acute Myeloid Leukemia, Christina Glytsou, Xufeng Chen, Emmanouil Zacharioudakis, Wafa Al-Santli, Hua Zhou, Bettina Nadorp, Soobeom Lee, Audrey Lasry, Zhengxi Sun, Dimitrios Papaioannou, Michael Cammer, Kun Wang, Tomasz Zal, Malgorzata Anna Zal, Bing Z Carter, Jo Ishizawa, Raoul Tibes, Aristotelis Tsirigos, Michael Andreeff, Evripidis Gavathiotis, Iannis Aifantis

Student and Faculty Publications

BH3 mimetics are used as an efficient strategy to induce cell death in several blood malignancies, including acute myeloid leukemia (AML). Venetoclax, a potent BCL-2 antagonist, is used clinically in combination with hypomethylating agents for the treatment of AML. Moreover, MCL1 or dual BCL-2/BCL-xL antagonists are under investigation. Yet, resistance to single or combinatorial BH3-mimetic therapies eventually ensues. Integration of multiple genome-wide CRISPR/Cas9 screens revealed that loss of mitophagy modulators sensitizes AML cells to various BH3 mimetics targeting different BCL-2 family members. One such regulator is MFN2, whose protein levels positively correlate with drug resistance in patients with AML. MFN2 …


A Phase I Study Of Milademetan (Ds3032b) In Combination With Low Dose Cytarabine With Or Without Venetoclax In Acute Myeloid Leukemia: Clinical Safety, Efficacy, And Correlative Analysis, Jayastu Senapati, Muharrem Muftuoglu, Jo Ishizawa, Hussein A Abbas, Sanam Loghavi, Gautam Borthakur, Musa Yilmaz, Ghayas C Issa, Samuel I Dara, Mahesh Basyal, Li Li, Kiran Naqvi, Rasoul Pourebrahim, Elias J Jabbour, Steven M Kornblau, Nicholas J Short, Naveen Pemmaraju, Guillermo Garcia-Manero, Farhad Ravandi, Joseph Khoury, Naval Daver, Hagop M Kantarjian, Michael Andreeff, Courtney D Dinardo Jun 2023

A Phase I Study Of Milademetan (Ds3032b) In Combination With Low Dose Cytarabine With Or Without Venetoclax In Acute Myeloid Leukemia: Clinical Safety, Efficacy, And Correlative Analysis, Jayastu Senapati, Muharrem Muftuoglu, Jo Ishizawa, Hussein A Abbas, Sanam Loghavi, Gautam Borthakur, Musa Yilmaz, Ghayas C Issa, Samuel I Dara, Mahesh Basyal, Li Li, Kiran Naqvi, Rasoul Pourebrahim, Elias J Jabbour, Steven M Kornblau, Nicholas J Short, Naveen Pemmaraju, Guillermo Garcia-Manero, Farhad Ravandi, Joseph Khoury, Naval Daver, Hagop M Kantarjian, Michael Andreeff, Courtney D Dinardo

Student and Faculty Publications

In TP53 wild-type acute myeloid leukemia (AML), inhibition of MDM2 can enhance p53 protein expression and potentiate leukemic cell apoptosis. MDM2 inhibitor (MDM2i) monotherapy in AML has shown modest responses in clinical trials but combining options of MDM2i with other potent AML-directed agents like cytarabine and venetoclax could improve its efficacy. We conducted a phase I clinical trial (NCT03634228) to study the safety and efficacy of milademetan (an MDM2i) with low-dose cytarabine (LDAC)±venetoclax in adult patients with relapsed refractory (R/R) or newly diagnosed (ND; unfit) TP53 wild-type AML and performed comprehensive CyTOF analyses to interrogate multiple signaling pathways, …


A Phase I Study Of Milademetan (Ds3032b) In Combination With Low Dose Cytarabine With Or Without Venetoclax In Acute Myeloid Leukemia: Clinical Safety, Efficacy, And Correlative Analysis, Jayastu Senapati, Muharrem Muftuoglu, Jo Ishizawa, Hussein A Abbas, Sanam Loghavi, Gautam Borthakur, Musa Yilmaz, Ghayas C Issa, Samuel I Dara, Mahesh Basyal, Li Li, Kiran Naqvi, Rasoul Pourebrahim, Elias J Jabbour, Steven M Kornblau, Nicholas J Short, Naveen Pemmaraju, Guillermo Garcia-Manero, Farhad Ravandi, Joseph Khoury, Naval Daver, Hagop M Kantarjian, Michael Andreeff, Courtney D Dinardo Jun 2023

A Phase I Study Of Milademetan (Ds3032b) In Combination With Low Dose Cytarabine With Or Without Venetoclax In Acute Myeloid Leukemia: Clinical Safety, Efficacy, And Correlative Analysis, Jayastu Senapati, Muharrem Muftuoglu, Jo Ishizawa, Hussein A Abbas, Sanam Loghavi, Gautam Borthakur, Musa Yilmaz, Ghayas C Issa, Samuel I Dara, Mahesh Basyal, Li Li, Kiran Naqvi, Rasoul Pourebrahim, Elias J Jabbour, Steven M Kornblau, Nicholas J Short, Naveen Pemmaraju, Guillermo Garcia-Manero, Farhad Ravandi, Joseph Khoury, Naval Daver, Hagop M Kantarjian, Michael Andreeff, Courtney D Dinardo

Student and Faculty Publications

In TP53 wild-type acute myeloid leukemia (AML), inhibition of MDM2 can enhance p53 protein expression and potentiate leukemic cell apoptosis. MDM2 inhibitor (MDM2i) monotherapy in AML has shown modest responses in clinical trials but combining options of MDM2i with other potent AML-directed agents like cytarabine and venetoclax could improve its efficacy. We conducted a phase I clinical trial (NCT03634228) to study the safety and efficacy of milademetan (an MDM2i) with low-dose cytarabine (LDAC)±venetoclax in adult patients with relapsed refractory (R/R) or newly diagnosed (ND; unfit) TP53 wild-type AML and performed comprehensive CyTOF analyses to interrogate multiple signaling pathways, the p53-MDM2 …


Proteogenomic Landscape Of Gastric Adenocarcinoma Peritoneal Metastases, Shuangtao Zhao, Ruiping Wang, Shumei Song, Dapeng Hao, Guangchun Han, Xingzhi Song, Jianhua Zhang, Melissa Pool Pizzi, Namita Shanbhag, Andrew Futreal, Brian Badgwell, Kazuto Harada, George Calin, Jody Vykoukal, Chuan-Yih Yu, Hiroyuki Katayama, Samir M Hanash, Linghua Wang, Jaffer A Ajani Jun 2023

Proteogenomic Landscape Of Gastric Adenocarcinoma Peritoneal Metastases, Shuangtao Zhao, Ruiping Wang, Shumei Song, Dapeng Hao, Guangchun Han, Xingzhi Song, Jianhua Zhang, Melissa Pool Pizzi, Namita Shanbhag, Andrew Futreal, Brian Badgwell, Kazuto Harada, George Calin, Jody Vykoukal, Chuan-Yih Yu, Hiroyuki Katayama, Samir M Hanash, Linghua Wang, Jaffer A Ajani

Student and Faculty Publications

Advanced gastric adenocarcinoma (GAC) often leads to peritoneal carcinomatosis (PC) and is associated with very poor outcome. Here we report the comprehensive proteogenomic study of ascites derived cells from a prospective GAC cohort (n = 26 patients with peritoneal carcinomatosis, PC). A total of 16,449 proteins were detected from whole cell extracts (TCEs). Unsupervised hierarchical clustering resulted in three distinct groups that reflected extent of enrichment in tumor cells. Integrated analysis revealed enriched biological pathways and notably, some druggable targets (cancer-testis antigens, kinases, and receptors) that could be exploited to develop effective therapies and/or tumor stratifications. Systematic comparison of expression …


Dna Damage Response-Related Proteins Are Prognostic For Outcome In Both Adult And Pediatric Acute Myelogenous Leukemia Patients: Samples From Adults And From Children Enrolled In A Children's Oncology Group Study, Stefan E Hubner, Eduardo S De Camargo Magalhães, Fieke W Hoff, Brandon D Brown, Yihua Qiu, Terzah M Horton, Steven M Kornblau Mar 2023

Dna Damage Response-Related Proteins Are Prognostic For Outcome In Both Adult And Pediatric Acute Myelogenous Leukemia Patients: Samples From Adults And From Children Enrolled In A Children's Oncology Group Study, Stefan E Hubner, Eduardo S De Camargo Magalhães, Fieke W Hoff, Brandon D Brown, Yihua Qiu, Terzah M Horton, Steven M Kornblau

Student and Faculty Publications

The survival of malignant leukemic cells is dependent on DNA damage repair (DDR) signaling. Reverse Phase Protein Array (RPPA) data sets were assembled using diagnostic samples from 810 adult and 500 pediatric acute myelogenous leukemia (AML) patients and were probed with 412 and 296 strictly validated antibodies, respectively, including those detecting the expression of proteins directly involved in DDR. Unbiased hierarchical clustering identified strong recurrent DDR protein expression patterns in both adult and pediatric AML. Globally, DDR expression was associated with gene mutational statuses and was prognostic for outcomes including overall survival (OS), relapse rate, and remission duration (RD). In …


Reverse Phase Protein Array Profiling Identifies Recurrent Protein Expression Patterns Of Dna Damage-Related Proteins Across Acute And Chronic Leukemia: Samples From Adults And The Children's Oncology Group, Fieke W Hoff, Ti'ara L Griffen, Brandon D Brown, Terzah M Horton, Jan Burger, William Wierda, Stefan E Hubner, Yihua Qiu, Steven M Kornblau Mar 2023

Reverse Phase Protein Array Profiling Identifies Recurrent Protein Expression Patterns Of Dna Damage-Related Proteins Across Acute And Chronic Leukemia: Samples From Adults And The Children's Oncology Group, Fieke W Hoff, Ti'ara L Griffen, Brandon D Brown, Terzah M Horton, Jan Burger, William Wierda, Stefan E Hubner, Yihua Qiu, Steven M Kornblau

Student and Faculty Publications

DNA damage response (DNADR) recognition and repair (DDR) pathways affect carcinogenesis and therapy responsiveness in cancers, including leukemia. We measured protein expression levels of 16 DNADR and DDR proteins using the Reverse Phase Protein Array methodology in acute myeloid (AML) (n = 1310), T-cell acute lymphoblastic leukemia (T-ALL) (n = 361) and chronic lymphocytic leukemia (CLL) (n = 795) cases. Clustering analysis identified five protein expression clusters; three were unique compared to normal CD34+ cells. Individual protein expression differed by disease for 14/16 proteins, with five highest in CLL and nine in T-ALL, and by age in …


Prognostication Of Dna Damage Response Protein Expression Patterns In Chronic Lymphocytic Leukemia, Ti'ara L Griffen, Fieke W Hoff, Yihua Qiu, Jan Burger, William Wierda, Steven M Kornblau Mar 2023

Prognostication Of Dna Damage Response Protein Expression Patterns In Chronic Lymphocytic Leukemia, Ti'ara L Griffen, Fieke W Hoff, Yihua Qiu, Jan Burger, William Wierda, Steven M Kornblau

Student and Faculty Publications

Proteomic DNA Damage Repair (DDR) expression patterns in Chronic Lymphocytic Leukemia were characterized by quantifying and clustering 24 total and phosphorylated DDR proteins. Overall, three protein expression patterns (C1-C3) were identified and were associated as an independent predictor of distinct patient overall survival outcomes. Patients within clusters C1 and C2 had poorer survival outcomes and responses to fludarabine, cyclophosphamide, and rituxan chemotherapy compared to patients within cluster C3. However, DDR protein expression patterns were not prognostic in more modern therapies with BCL2 inhibitors or a BTK/PI3K inhibitor. Individually, nine of the DDR proteins were prognostic for predicting overall survival and/or …


Subtype And Site Specific-Induced Metabolic Vulnerabilities In Prostate Cancer, Federica Mossa, Daniele Robesti, Ramachandran Sumankalai, Eva Corey, Mark Titus, Yuqi Kang, Jianhua Zhang, Alberto Briganti, Francesco Montorsi, Christopher P Vellano, Joseph R Marszalek, Daniel E Frigo, Christopher J Logothetis, Taranjit S Gujral, Eleonora Dondossola Jan 2023

Subtype And Site Specific-Induced Metabolic Vulnerabilities In Prostate Cancer, Federica Mossa, Daniele Robesti, Ramachandran Sumankalai, Eva Corey, Mark Titus, Yuqi Kang, Jianhua Zhang, Alberto Briganti, Francesco Montorsi, Christopher P Vellano, Joseph R Marszalek, Daniel E Frigo, Christopher J Logothetis, Taranjit S Gujral, Eleonora Dondossola

Student and Faculty Publications

Aberrant metabolic functions play a crucial role in prostate cancer progression and lethality. Currently, limited knowledge is available on subtype-specific metabolic features and their implications for treatment. We therefore investigated the metabolic determinants of the two major subtypes of castration-resistant prostate cancer [androgen receptor-expressing prostate cancer (ARPC) and aggressive variant prostate cancer (AVPC)]. Transcriptomic analyses revealed enrichment of gene sets involved in oxidative phosphorylation (OXPHOS) in ARPC tumor samples compared with AVPC. Unbiased screening of metabolic signaling pathways in patient-derived xenograft models by proteomic analyses further supported an enrichment of OXPHOS in ARPC compared with AVPC, and a skewing toward …


Distinct Patterns Of Auto-Reactive Antibodies Associated With Organ-Specific Immune-Related Adverse Events, Mehmet Altan, Quan-Zhen Li, Qi Wang, Natalie I Vokes, Ajay Sheshadri, Jianjun Gao, Chengsong Zhu, Hai T Tran, Saumil Gandhi, Mara B Antonoff, Stephen Swisher, Jing Wang, Lauren A Byers, Noha Abdel-Wahab, Maria C Franco-Vega, Yinghong Wang, J Jack Lee, Jianjun Zhang, John V Heymach Jan 2023

Distinct Patterns Of Auto-Reactive Antibodies Associated With Organ-Specific Immune-Related Adverse Events, Mehmet Altan, Quan-Zhen Li, Qi Wang, Natalie I Vokes, Ajay Sheshadri, Jianjun Gao, Chengsong Zhu, Hai T Tran, Saumil Gandhi, Mara B Antonoff, Stephen Swisher, Jing Wang, Lauren A Byers, Noha Abdel-Wahab, Maria C Franco-Vega, Yinghong Wang, J Jack Lee, Jianjun Zhang, John V Heymach

Student and Faculty Publications

UNLABELLED: The roles of preexisting auto-reactive antibodies in immune-related adverse events (irAEs) associated with immune checkpoint inhibitor therapy are not well defined. Here, we analyzed plasma samples longitudinally collected at predefined time points and at the time of irAEs from 58 patients with immunotherapy naïve metastatic non-small cell lung cancer treated on clinical protocol with ipilimumab and nivolumab. We used a proteomic microarray system capable of assaying antibody reactivity for IgG and IgM fractions against 120 antigens for systemically evaluating the correlations between auto-reactive antibodies and certain organ-specific irAEs. We found that distinct patterns of auto-reactive antibodies at baseline were …


Plasma Enzymatic Activity, Proteomics And Peptidomics In Covid-19-Induced Sepsis: A Novel Approach For The Analysis Of Hemostasis, Fernando Dos Santos, Joyce B Li, Nathalia Juocys, Rafi Mazor, Laura Beretta, Nicole G Coufal, Michael T Y Lam, Mazen F Odish, Maria Claudia Irigoyen, Anthony J O'Donoghue, Federico Aletti, Erik B Kistler Jan 2023

Plasma Enzymatic Activity, Proteomics And Peptidomics In Covid-19-Induced Sepsis: A Novel Approach For The Analysis Of Hemostasis, Fernando Dos Santos, Joyce B Li, Nathalia Juocys, Rafi Mazor, Laura Beretta, Nicole G Coufal, Michael T Y Lam, Mazen F Odish, Maria Claudia Irigoyen, Anthony J O'Donoghue, Federico Aletti, Erik B Kistler

Student and Faculty Publications

Introduction: Infection by SARS-CoV-2 and subsequent COVID-19 can cause viral sepsis. We investigated plasma protease activity patterns in COVID-19-induced sepsis with bacterial superinfection, as well as plasma proteomics and peptidomics in order to assess the possible implications of enhanced proteolysis on major protein systems (e.g., coagulation). Methods: Patients (=4) admitted to the intensive care units (ICUs) at the University of California, San Diego (UCSD) Medical Center with confirmed positive test for COVID-19 by real-time reverse transcription polymerase chain reaction (RT-PCR) were enrolled in a study approved by the UCSD Institutional Review Board (IRB# 190699, Protocol #20-0006). Informed consent was obtained …


Integrated Multi-Omic Analysis Of Low-Grade Ovarian Serous Carcinoma Collected From Short And Long-Term Survivors, Kwong-Kwok Wong, Nicholas W Bateman, Chun Wai Ng, Yvonne T M Tsang, Charlotte S Sun, Joseph Celestino, Tri V Nguyen, Anais Malpica, R Tyler Hillman, Jianhua Zhang, P Andrew Futreal, Christine Rojas, Kelly A Conrads, Brian L Hood, Clifton L Dalgard, Matthew D Wilkerson, Neil T Phippen, Thomas P Conrads, George L Maxwell, Anil K Sood, David M Gershenson Dec 2022

Integrated Multi-Omic Analysis Of Low-Grade Ovarian Serous Carcinoma Collected From Short And Long-Term Survivors, Kwong-Kwok Wong, Nicholas W Bateman, Chun Wai Ng, Yvonne T M Tsang, Charlotte S Sun, Joseph Celestino, Tri V Nguyen, Anais Malpica, R Tyler Hillman, Jianhua Zhang, P Andrew Futreal, Christine Rojas, Kelly A Conrads, Brian L Hood, Clifton L Dalgard, Matthew D Wilkerson, Neil T Phippen, Thomas P Conrads, George L Maxwell, Anil K Sood, David M Gershenson

Student and Faculty Publications

BACKGROUND: Low-grade serous ovarian cancer (LGSOC) is a rare disease that occurs more frequently in younger women than those with high-grade disease. The current treatment is suboptimal and a better understanding of the molecular pathogenesis of this disease is required. In this study, we compared the proteogenomic analyses of LGSOCs from short- and long-term survivors (defined as < 40 and > 60 months, respectively). Our goal was to identify novel mutations, proteins, and mRNA transcripts that are dysregulated in LGSOC, particularly in short-term survivors.

METHODS: Initially, targeted sequencing of 409 cancer-related genes was performed on 22 LGSOC and 6 serous borderline ovarian tumor samples. …


Consensus Subtypes Of Hepatocellular Carcinoma Associated With Clinical Outcomes And Genomic Phenotypes, Sung Hwan Lee, Sun Young Yim, Yun Seong Jeong, Qi-Xiang Li, Sang-Hee Kang, Bo Hwa Sohn, Shwetha V Kumar, Ji-Hyun Shin, You Rhee Choi, Jae-Jun Shim, Hayeon Kim, Ji Hoon Kim, Shin Kim, Sheng Guo, Randy L Johnson, Ahmed Kaseb, Koo Jeong Kang, Yun Shin Chun, Hee Jin Jang, Byoung Gill Lee, Hyun Goo Woo, Min Jin Ha, Rehan Akbani, Lewis R Roberts, David A Wheeler, Ju-Seog Lee Dec 2022

Consensus Subtypes Of Hepatocellular Carcinoma Associated With Clinical Outcomes And Genomic Phenotypes, Sung Hwan Lee, Sun Young Yim, Yun Seong Jeong, Qi-Xiang Li, Sang-Hee Kang, Bo Hwa Sohn, Shwetha V Kumar, Ji-Hyun Shin, You Rhee Choi, Jae-Jun Shim, Hayeon Kim, Ji Hoon Kim, Shin Kim, Sheng Guo, Randy L Johnson, Ahmed Kaseb, Koo Jeong Kang, Yun Shin Chun, Hee Jin Jang, Byoung Gill Lee, Hyun Goo Woo, Min Jin Ha, Rehan Akbani, Lewis R Roberts, David A Wheeler, Ju-Seog Lee

Student and Faculty Publications

BACKGROUND AND AIMS: Although many studies revealed transcriptomic subtypes of HCC, concordance of the subtypes are not fully examined. We aim to examine a consensus of transcriptomic subtypes and correlate them with clinical outcomes.

APPROACH AND RESULTS: By integrating 16 previously established genomic signatures for HCC subtypes, we identified five clinically and molecularly distinct consensus subtypes. STM (STeM) is characterized by high stem cell features, vascular invasion, and poor prognosis. CIN (Chromosomal INstability) has moderate stem cell features, but high genomic instability and low immune activity. IMH (IMmune High) is characterized by high immune activity. BCM (Beta-Catenin with high Male …


Consensus Subtypes Of Hepatocellular Carcinoma Associated With Clinical Outcomes And Genomic Phenotypes, Sung Hwan Lee, Sun Young Yim, Yun Seong Jeong, Qi-Xiang Li, Sang-Hee Kang, Bo Hwa Sohn, Shwetha V Kumar, Ji-Hyun Shin, You Rhee Choi, Jae-Jun Shim, Hayeon Kim, Ji Hoon Kim, Shin Kim, Sheng Guo, Randy L Johnson, Ahmed Kaseb, Koo Jeong Kang, Yun Shin Chun, Hee Jin Jang, Byoung Gill Lee, Hyun Goo Woo, Min Jin Ha, Rehan Akbani, Lewis R Roberts, David A Wheeler, Ju-Seog Lee Dec 2022

Consensus Subtypes Of Hepatocellular Carcinoma Associated With Clinical Outcomes And Genomic Phenotypes, Sung Hwan Lee, Sun Young Yim, Yun Seong Jeong, Qi-Xiang Li, Sang-Hee Kang, Bo Hwa Sohn, Shwetha V Kumar, Ji-Hyun Shin, You Rhee Choi, Jae-Jun Shim, Hayeon Kim, Ji Hoon Kim, Shin Kim, Sheng Guo, Randy L Johnson, Ahmed Kaseb, Koo Jeong Kang, Yun Shin Chun, Hee Jin Jang, Byoung Gill Lee, Hyun Goo Woo, Min Jin Ha, Rehan Akbani, Lewis R Roberts, David A Wheeler, Ju-Seog Lee

Student and Faculty Publications

BACKGROUND AND AIMS: Although many studies revealed transcriptomic subtypes of HCC, concordance of the subtypes are not fully examined. We aim to examine a consensus of transcriptomic subtypes and correlate them with clinical outcomes.

APPROACH AND RESULTS: By integrating 16 previously established genomic signatures for HCC subtypes, we identified five clinically and molecularly distinct consensus subtypes. STM (STeM) is characterized by high stem cell features, vascular invasion, and poor prognosis. CIN (Chromosomal INstability) has moderate stem cell features, but high genomic instability and low immune activity. IMH (IMmune High) is characterized by high immune activity. BCM (Beta-Catenin with high Male …