Digital Commons Network^™

Molecular Pathways Enhance Drug Response Prediction Using Transfer Learning From Cell Lines To Tumors And Patient-Derived Xenografts, Yi-Ching Tang, Reid T Powell, Assaf Gottlieb

Faculty, Staff and Student Publications

Computational models have been successful in predicting drug sensitivity in cancer cell line data, creating an opportunity to guide precision medicine. However, translating these models to tumors remains challenging. We propose a new transfer learning workflow that transfers drug sensitivity predicting models from large-scale cancer cell lines to both tumors and patient derived xenografts based on molecular pathways derived from genomic features. We further compute feature importance to identify pathways most important to drug response prediction. We obtained good performance on tumors (AUROC = 0.77) and patient derived xenografts from triple negative breast cancers (RMSE = 0.11). Using feature importance, …

Impad1 And Syt11 Work In An Epistatic Pathway That Regulates Emt-Mediated Vesicular Trafficking To Drive Lung Cancer Invasion And Metastasis, Rakhee Bajaj, B Leticia Rodriguez, William K Russell, Amanda N Warner, Lixia Diao, Jing Wang, Maria G Raso, Wei Lu, Khaja Khan, Luisa S Solis, Harsh Batra, Ximing Tang, Jared F Fradette, Samrat T Kundu, Don L Gibbons

Faculty, Staff and Student Publications

Lung cancer is a highly aggressive and metastatic disease responsible for approximately 25% of all cancer-related deaths in the United States. Using high-throughput in vitro and in vivo screens, we have previously established Impad1 as a driver of lung cancer invasion and metastasis. Here we elucidate that Impad1 is a direct target of the epithelial microRNAs (miRNAs) miR-200 and miR∼96 and is de-repressed during epithelial-to-mesenchymal transition (EMT); thus, we establish a mode of regulation of the protein. Impad1 modulates Golgi apparatus morphology and vesicular trafficking through its interaction with a trafficking protein, Syt11. These changes in Golgi apparatus dynamics alter …

Functional Determination Of Calcium-Binding Sites Required For The Activation Of Inositol 1,4,5-Trisphosphate Receptors, Vikas Arige, Lara E Terry, Larry E Wagner, Sundeep Malik, Mariah R Baker, Guizhen Fan, Suresh K Joseph, Irina I Serysheva, David I Yule

Faculty, Staff and Student Publications

Inositol 1,4,5-trisphosphate receptors (IP3Rs) initiate a diverse array of physiological responses by carefully orchestrating intracellular calcium (Ca2+) signals in response to various external cues. Notably, IP3R channel activity is determined by several obligatory factors, including IP3, Ca2+, and ATP. The critical basic amino acid residues in the N-terminal IP3-binding core (IBC) region that facilitate IP3 binding are well characterized. In contrast, the residues conferring regulation by Ca2+ have yet to be ascertained. Using comparative structural analysis of Ca2+-binding sites identified in two main families of intracellular Ca2+-release channels, ryanodine receptors (RyRs) and IP3Rs, we identified putative acidic residues coordinating Ca2+ …

Synthesis, Characterization, Antiglycation Evaluation, Molecular Docking, And Admet Studies Of 4-Thiazolidinone Derivatives, Nam Q H Doan, Ngan T K Nguyen, Vu B Duong, Ha T T Nguyen, Long B Vong, Diem N Duong, Nguyet-Thu T Nguyen, Tuyen L T Nguyen, Tuoi T H Do, Tuyen N Truong

Faculty, Staff and Student Publications

Addressing the growing burden of cancer and the shortcomings of chemotherapy in cancer treatment are the current research goals. Research to overcome the limitations of curcumin and to improve its anticancer activity via its heterocycle-fused monocarbonyl analogues (MACs) has immense potential. In this study, 32 asymmetric MACs fused with 1-aryl-1

Plasma Protein Biomarkers For Primary Graft Dysfunction After Lung Transplantation: A Single-Center Cohort Analysis, Lourdes Chacon-Alberty, Rupa S Kanchi, Shengbin Ye, Camila Hochman-Mendez, Daoud Daoud, Cristian Coarfa, Meng Li, Sandra L Grimm, Maher Baz, Ivan Rosas, Gabriel Loor

Faculty, Staff and Students Publications

The clinical use of circulating biomarkers for primary graft dysfunction (PGD) after lung transplantation has been limited. In a prospective single-center cohort, we examined the use of plasma protein biomarkers as indicators of PGD severity and duration after lung transplantation. The study comprised 40 consecutive lung transplant patients who consented to blood sample collection immediately pretransplant and at 6, 24, 48, and 72 h after lung transplant. An expert grader determined the severity and duration of PGD and scored PGD at T0 (6 h after reperfusion), T24, T48, and T72 h post-reperfusion using the 2016 ISHLT consensus guidelines. A bead-based …

Tigit Is The Central Player In T-Cell Suppression Associated With Car T-Cell Relapse In Mantle Cell Lymphoma, Vivian Changying Jiang, Dapeng Hao, Preetesh Jain, Yijing Li, Qingsong Cai, Yixin Yao, Lei Nie, Yang Liu, Jingling Jin, Wei Wang, Heng-Huan Lee, Yuxuan Che, Enyu Dai, Guangchun Han, Ruiping Wang, Kunal Rai, Andrew Futreal, Christopher Flowers, Linghua Wang, Michael Wang

Faculty, Staff and Student Publications

BACKGROUND: Chimeric antigen receptor (CAR) T-cell therapy using brexucabtagene autoleucel (BA) induces remission in many patients with mantle cell lymphoma (MCL), and BA is the only CAR T-cell therapy approved by the FDA for MCL. However, development of relapses to BA is recognized with poor patient outcomes. Multiple CAR T-cell therapies have been approved for other lymphomas and the resistance mechanisms have been investigated. However, the mechanisms underlying BA relapse in MCL have not been investigated and whether any previously reported resistance mechanisms apply to BA-relapsed patients with MCL is unknown.

METHODS: To interrogate BA resistance mechanisms in MCL, we …

Il-6 And Tnf-Α Responses To Acute And Regular Exercise In Adult Individuals With Multiple Sclerosis (Ms): A Systematic Review And Meta-Analysis, Parnian Shobeiri, Homa Seyedmirzaei, Nastaran Karimi, Fatemeh Rashidi, Antônio L Teixeira, Serge Brand, Dena Sadeghi-Bahmani, Nima Rezaei

Faculty, Staff and Student Publications

Background: In both the general population and people with multiple sclerosis (PwMS), physical exercise is associated with improved mental well-being. Moreover, there is evidence of the possible protection of physical activity against disease progression in multiple sclerosis (MS). However, the question arises if acute or regular exercise has any impact on the immune system in PwMS. To answer this question, we performed a systematic review and meta-analysis on both plasma and serum cytokine levels (IL-6 and TNF-α) before and after acute and regular exercise among PwMS and compared to healthy controls.

Method: We performed an online search via PubMed, EMBASE, …

Genetic Variations Mir-10aa>T, Mir-30ca>G, Mir-181at>C, And Mir-499ba>G And The Risk Of Recurrent Pregnancy Loss In Korean Women, Hui-Jeong An, Sung-Hwan Cho, Han-Sung Park, Ji-Hyang Kim, Young-Ran Kim, Woo-Sik Lee, Jung-Ryeol Lee, Seong-Soo Joo, Eun-Hee Ahn, Nam-Keun Kim

Faculty, Staff and Student Publications

This study investigated the genetic association between recurrent pregnancy loss (RPL) and microRNA (miRNA) polymorphisms in miR-10aA>T, miR-30cA>G, miR-181aT>C, and miR-499bA>G in Korean women. Blood samples were collected from 381 RPL patients and 281 control participants, and genotyping of miR-10aA>T, miR-30cA>G, miR-181aT>C, and miR-499bA>G was carried out by TaqMan miRNA RT-Real Time polymerase chain reaction (PCR). Four polymorphisms were identified, including miR-10aA>T, miR-30cA>G, miR-181aT>C, and miR-499bA>G. MiR-10a dominant model (AA vs. AT + TT) and miR-499bGG genotypes were associated with increased RPL risk (adjusted odds ratio [AOR] = …

Analysis Of The Efficacy Of Autologous Peripheral Blood Stem Cell Transplantation In High-Risk Neuroblastoma, Jin Yan, Li Jie, Yang Jiaxing, Cao Yanna, Li Zhanglin, Li Zhongyuan, Wang Daowei, Zhao Guangzong, Zhong Benfu, Yan Jie, Zhao Qiang

Faculty, Staff and Student Publications

Objective: This study aimed to analyze the efficacy of autologous peripheral blood stem cell transplantation for high-risk neuroblastoma in China.

Methods: The data of 90 high-risk neuroblastoma patients treated with the CCCG-NB 2015 regimen were reviewed. The baseline clinicopathological characteristics and prognosis were analyzed and compared. In addition, the prognoses of tandem autologous stem cell transplantation and single autologous stem cell transplantation groups were compared.

Results: The results of survival analysis showed that autologous peripheral blood stem cell transplantation based on this pretreatment regimen significantly improved the prognosis of children in the high-risk group. The 3-year event-free survival (EFS) and …

Temporal Lobe White Matter Asymmetry And Language Laterality In Epilepsy Patients, Nikolaos Soldatos, Huy Pham, Walid D Fakhouri, Binh Ngo, Panagiotis Lampropoulos, Tiffany Tran, Robin Weltman

Faculty, Staff and Student Publications

(1) Background: Several studies showed a sustained temperature of 47 °C or 50 °C for one minute resulted in vascular stasis and bone resorption with only limited bone regrowth over a 3–4-week healing period. The purpose of the present study was to evaluate the temperature changes (ΔΤ) that occur during the preparation of dental implant osteotomies using MIS® straight drills versus Densah® burs in a clockwise (cutting) drilling protocol. (2) Methods: Two hundred forty (240) osteotomies of two different systems’ drills were prepared at 6 mm depth at 800, 1000, and 1200 revolutions per minute (RPM), in fresh, unembalmed tibiae, …

To Bind Or Not To Bind: Cistromic Reprogramming In Prostate Cancer, Michelle Shen, Léa-Kristine Demers, Swneke D Bailey, David P Labbé

Faculty, Staff and Student Publications

The term "cistrome" refers to the genome-wide location of regulatory elements associated with transcription factor binding-sites. The cistrome of key regulatory factors in prostate cancer etiology are substantially reprogrammed and altered during prostatic transformation and disease progression. For instance, the cistrome of the androgen receptor (AR), a ligand-inducible transcription factor central in normal prostate epithelium biology, is directly impacted and substantially reprogrammed during malignant transformation. Accumulating evidence demonstrates that additional transcription factors that are frequently mutated, or aberrantly expressed in prostate cancer, such as the pioneer transcription factors Forkhead Box A1 (FOXA1), the homeobox protein HOXB13, and the GATA binding …

Engineering Sars-Cov-2 Specific Cocktail Antibodies Into A Bispecific Format Improves Neutralizing Potency And Breadth, Zhiqiang Ku, Xuping Xie, Jianqing Lin, Peng Gao, Bin Wu, Abbas El Sahili, Hang Su, Yang Liu, Xiaohua Ye, Eddie Yongjun Tan, Xin Li, Xuejun Fan, Boon Chong Goh, Wei Xiong, Hannah Boyd, Antonio E Muruato, Hui Deng, Hongjie Xia, Jing Zou, Birte K Kalveram, Vineet D Menachery, Ningyan Zhang, Julien Lescar, Pei-Yong Shi, Zhiqiang An

Faculty, Staff and Student Publications

One major limitation of neutralizing antibody-based COVID-19 therapy is the requirement of costly cocktails to reduce emergence of antibody resistance. Here we engineer two bispecific antibodies (bsAbs) using distinct designs and compared them with parental antibodies and their cocktail. Single molecules of both bsAbs block the two epitopes targeted by parental antibodies on the receptor-binding domain (RBD). However, bsAb with the IgG-(scFv)2 design (14-H-06) but not the CrossMAb design (14-crs-06) shows increased antigen-binding and virus-neutralizing activities against multiple SARS-CoV-2 variants as well as increased breadth of neutralizing activity compared to the cocktail. X-ray crystallography and cryo-EM reveal distinct binding models …

Regional Variation In Brain Tissue Texture In Patients With Tonic-Clonic Seizures, Jennifer A Ogren, Luke A Allen, Bhaswati Roy, Beate Diehl, John M Stern, Dawn S Eliashiv, Samden D Lhatoo, Ronald M Harper, Rajesh Kumar

Faculty, Staff and Student Publications

Patients with epilepsy, who later succumb to sudden unexpected death, show altered brain tissue volumes in selected regions. It is unclear whether the alterations in brain tissue volume represent changes in neurons or glial properties, since volumetric procedures have limited sensitivity to assess the source of volume changes (e.g., neuronal loss or glial cell swelling). We assessed a measure, entropy, which can determine tissue homogeneity by evaluating tissue randomness, and thus, shows tissue integrity; the measure is easily calculated from T1-weighted images. T1-weighted images were collected with a 3.0-Tesla MRI from 53 patients with tonic-clonic (TC) …

Gastrointestinal Microbiome Disruption And Antibiotic-Associated Diarrhea In Children Receiving Antibiotic Therapy For Community-Acquired Pneumonia, Jiye Kwon, Yong Kong, Martina Wade, Derek J Williams, Clarence Buddy Creech, Scott Evans, Emmanuel B Walter, Judy M Martin, Jeffrey S Gerber, Jason G Newland, Meghan E Hofto, Mary Allen Staat, Henry F Chambers, Vance G Fowler, W Charles Huskins, Melinda M Pettigrew

Faculty, Staff and Student Publications

Antibiotic-associated diarrhea (AAD) is a common side effect of antibiotics. We examined the gastrointestinal microbiota in children treated with β-lactams for community-acquired pneumonia. Data were from 66 children (n = 198 samples), aged 6-71 months, enrolled in the SCOUT-CAP trial (NCT02891915). AAD was defined as ≥1 day of diarrhea. Stool samples were collected on study days 1, 6-10, and 19-25. Samples were analyzed using 16S ribosomal RNA gene sequencing to identify associations between patient characteristics, microbiota characteristics, and AAD (yes/no). Nineteen (29%) children developed AAD. Microbiota compositional profiles differed between AAD groups (permutational multivariate analysis of variance, P < .03) and across visits (P < .001). Children with higher baseline relative abundances of 2 Bacteroides species were less likely to experience AAD. Higher baseline abundance of Lachnospiraceae and amino acid biosynthesis pathways were associated with AAD. Children in the AAD group experienced prolonged dysbiosis (P < .05). Specific gastrointestinal microbiota profiles are associated with AAD in children.

Insular Cortical Circuits As An Executive Gateway To Decipher Threat Or Extinction Memory Via Distinct Subcortical Pathways, Qi Wang, Jia-Jie Zhu, Lizhao Wang, Yan-Peng Kan, Yan-Mei Liu, Yan-Jiao Wu, Xue Gu, Xin Yi, Ze-Jie Lin, Qin Wang, Jian-Fei Lu, Qin Jiang, Ying Li, Ming-Gang Liu, Nan-Jie Xu, Michael X Zhu, Lu-Yang Wang, Siyu Zhang, Wei-Guang Li, Tian-Le Xu

Faculty, Staff and Student Publications

Threat and extinction memories are crucial for organisms' survival in changing environments. These memories are believed to be encoded by separate ensembles of neurons in the brain, but their whereabouts remain elusive. Using an auditory fear-conditioning and extinction paradigm in male mice, here we discovered that two distinct projection neuron subpopulations in physical proximity within the insular cortex (IC), targeting the central amygdala (CeA) and nucleus accumbens (NAc), respectively, to encode fear and extinction memories. Reciprocal intracortical inhibition of these two IC subpopulations gates the emergence of either fear or extinction memory. Using rabies-virus-assisted tracing, we found IC-NAc projection neurons …

Amino Acids, Microbiota-Related Metabolites, And The Risk Of Incident Diabetes Among Normoglycemic Chinese Adults: Findings From The 4c Study, Shuangyuan Wang, Mian Li, Hong Lin, Guixia Wang, Yu Xu, Xinjie Zhao, Chunyan Hu, Yi Zhang, Ruizhi Zheng, Ruying Hu, Lixin Shi, Rui Du, Qing Su, Jiqiu Wang, Yuhong Chen, Xuefeng Yu, Li Yan, Tiange Wang, Zhiyun Zhao, Ruixin Liu, Xiaolin Wang, Qi Li, Guijun Qin, Qin Wan, Gang Chen, Min Xu, Meng Dai, Di Zhang, Xulei Tang, Zhengnan Gao, Feixia Shen, Zuojie Luo, Yingfen Qin, Li Chen, Yanan Huo, Qiang Li, Zhen Ye, Yinfei Zhang, Chao Liu, Youmin Wang, Shengli Wu, Tao Yang, Huacong Deng, Jiajun Zhao, Shenghan Lai, Yiming Mu, Lulu Chen, Donghui Li, Guowang Xu, Guang Ning, Weiqing Wang, Yufang Bi, Jieli Lu

Faculty, Staff and Student Publications

Although previous studies suggest that amino acids (AAs) and microbiota-related metabolites (MRMs) are associated with type 2 diabetes mellitus (T2DM), the results remain unclear among normoglycemic populations. We test 28 serum AAs and 22 MRMs in 3,414 subjects with incident diabetes and matched normoglycemic controls from the China Cardiometabolic Disease and Cancer Cohort (4C) Study. In fully adjusted logistic regression models, per SD increment of branched-chain AAs, aromatic AAs, asparagine, alanine, glutamic acid, homoserine, 2-aminoadipic acid, histidine, methionine, and proline are positively associated with incident T2DM. In the MRM panel, serum carnitines, N-acetyltryptophan, and uric acid are positively associated with …

Overlapping And Distinct Functions Of The Paralogous Pagr Regulators Of Bacillus Anthracis, Ileana D Corsi, Theresa M Koehler

Faculty, Staff and Student Publications

The Bacillus anthracis pagA gene, encoding the protective antigen component of anthrax toxin, is part of a bicistronic operon on pXO1 that codes for its own repressor, PagR1. In addition to the pagAR1 operon, PagR1 regulates sap and eag, two chromosome genes encoding components of the surface layer, a mounting structure for surface proteins involved in virulence. Genomic studies have revealed a PagR1 paralog, PagR2, encoded by a gene on pXO2. The amino acid sequences of the paralogues are 71% identical and show similarity to the ArsR family of transcription regulators. We determined that the expression of either rPagR1 …

Overlapping And Distinct Functions Of The Paralogous Pagr Regulators Of Bacillus Anthracis, Ileana D Corsi, Theresa M Koehler

Faculty, Staff and Student Publications

The Bacillus anthracis pagA gene, encoding the protective antigen component of anthrax toxin, is part of a bicistronic operon on pXO1 that codes for its own repressor, PagR1. In addition to the pagAR1 operon, PagR1 regulates sap and eag, two chromosome genes encoding components of the surface layer, a mounting structure for surface proteins involved in virulence. Genomic studies have revealed a PagR1 paralog, PagR2, encoded by a gene on pXO2. The amino acid sequences of the paralogues are 71% identical and show similarity to the ArsR family of transcription regulators. We determined that the expression of either rPagR1 …

Generation And Validation Of An Anti-Human Pank3 Mouse Monoclonal Antibody, Sunada Khadka, Long Vien, Paul Leonard, Laura Bover, Florian Muller

Faculty, Staff and Student Publications

Coenzyme A (CoA) is an essential co-factor at the intersection of diverse metabolic pathways. Cellular CoA biosynthesis is regulated at the first committed step-phosphorylation of pantothenic acid-catalyzed by pantothenate kinases (PANK1,2,3 in humans, PANK3 being the most highly expressed). Despite the critical importance of CoA in metabolism, the differential roles of PANK isoforms remain poorly understood. Our investigations of PANK proteins as potential precision oncology collateral lethality targets (PANK1 is co-deleted as part of the PTEN locus in some highly aggressive cancers) were severely hindered by a dearth of commercial antibodies that can reliably detect endogenous PANK3 protein. While …

Oral Nanomedicines For Sirna Delivery To Treat Inflammatory Bowel Disease, Jongyoon Shinn, Juyeon Lee, Seon Ah Lee, Seon Ju Lee, Ah Hyun Choi, Jung Seo Kim, Su Jin Kim, Hyo Jin Kim, Cherin Lee, Yejin Kim, Joohyeon Kim, Jonghee Choi, Byungchae Jung, Taeho Kim, Hyeontaek Nam, Hyungjun Kim, Yonghyun Lee

Faculty, Staff and Student Publications

RNA interference (RNAi) therapies have significant potential for the treatment of inflammatory bowel diseases (IBD). Although administering small interfering RNA (siRNA) via an oral route is desirable, various hurdles including physicochemical, mucus, and cellular uptake barriers of the gastrointestinal tract (GIT) impede both the delivery of siRNA to the target site and the action of siRNA drugs at the target site. In this review, we first discuss various physicochemical and biological barriers in the GI tract. Furthermore, we present recent strategies and the progress of oral siRNA delivery strategies to treat IBD. Finally, we consider the challenges faced in the …

Pathogenesis Of Tobacco-Associated Lung Adenocarcinoma Is Closely Coupled With Changes In The Gut And Lung Microbiomes, Casey T Finnicum, Zahraa Rahal, Maya Hassane, Warapen Treekitkarnmongkol, Ansam Sinjab, Rhiannon Morris, Yuejiang Liu, Elizabeth L Tang, Sarah Viet, Jason L Petersen, Philip L Lorenzi, Lin Tan, Joseph Petrosino, Kristi L Hoffman, Junya Fujimoto, Seyed Javad Moghaddam, Humam Kadara

Faculty, Staff and Students Publications

Microbial dysbiosis has emerged as a modulator of oncogenesis and response to therapy, particularly in lung cancer. Here, we investigate the evolution of the gut and lung microbiomes following exposure to a tobacco carcinogen. We performed 16S rRNA-Seq of fecal and lung samples collected prior to and at several timepoints following (nicotine-specific nitrosamine ketone/NNK) exposure in Gprc5a^−/− mice that were previously shown to exhibit accelerated lung adenocarcinoma (LUAD) development following NNK exposure. We found significant progressive changes in human-relevant gut and lung microbiome members (e.g., Odoribacter, Alistipes, Akkermansia, and Ruminococus) that are closely associated with …

An International Working Group Consensus Report For The Prioritization Of Molecular Biomarkers For Ewing Sarcoma, David S Shulman, Sarah B Whittle, Didier Surdez, Kelly M Bailey, Enrique De Álava, Jason T Yustein, Adam Shlien, Masanori Hayashi, Alexander J R Bishop, Brian D Crompton, Steven G Dubois, Neerav Shukla, Patrick J Leavey, Stephen L Lessnick, Heinrich Kovar, Olivier Delattre, Thomas G P Grünewald, Cristina R Antonescu, Ryan D Roberts, Jeffrey A Toretsky, Franck Tirode, Richard Gorlick, Katherine A Janeway, Damon Reed, Elizabeth R Lawlor, Patrick J Grohar

Faculty, Staff and Students Publications

The advent of dose intensified interval compressed therapy has improved event-free survival for patients with localized Ewing sarcoma (EwS) to 78% at 5 years. However, nearly a quarter of patients with localized tumors and 60-80% of patients with metastatic tumors suffer relapse and die of disease. In addition, those who survive are often left with debilitating late effects. Clinical features aside from stage have proven inadequate to meaningfully classify patients for risk-stratified therapy. Therefore, there is a critical need to develop approaches to risk stratify patients with EwS based on molecular features. Over the past decade, new technology has enabled …

A Small Molecule Antagonist Of Smn Disrupts The Interaction Between Smn And Rnap Ii, Yanli Liu, Aman Iqbal, Weiguo Li, Zuyao Ni, Yalong Wang, Jurupula Ramprasad, Karan Joshua Abraham, Mengmeng Zhang, Dorothy Yanling Zhao, Su Qin, Peter Loppnau, Honglv Jiang, Xinghua Guo, Peter J Brown, Xuechu Zhen, Guoqiang Xu, Karim Mekhail, Xingyue Ji, Mark T Bedford, Jack F Greenblatt, Jinrong Min

Faculty, Staff and Student Publications

Survival of motor neuron (SMN) functions in diverse biological pathways via recognition of symmetric dimethylarginine (Rme2s) on proteins by its Tudor domain, and deficiency of SMN leads to spinal muscular atrophy. Here we report a potent and selective antagonist with a 4-iminopyridine scaffold targeting the Tudor domain of SMN. Our structural and mutagenesis studies indicate that both the aromatic ring and imino groups of compound 1 contribute to its selective binding to SMN. Various on-target engagement assays support that compound 1 specifically recognizes SMN in a cellular context and prevents the interaction of SMN with the R1810me2s of RNA polymerase …

Targeting Ras Mutant Colorectal Cancer With Dual Inhibition Of Mek And Cdk4/6, Alexey V Sorokin, Preeti Kanikarla Marie, Lea Bitner, Muddassir Syed, Melanie Woods, Ganiraju Manyam, Lawrence N Kwong, Benny Johnson, Van K Morris, Philip Jones, David G Menter, Michael S Lee, Scott Kopetz

Faculty, Staff and Student Publications

UNLABELLED: KRAS and NRAS mutations occur in 45% of colorectal cancers, with combined MAPK pathway and CDK4/6 inhibition identified as a potential therapeutic strategy. In the current study, this combinatorial treatment approach was evaluated in a co-clinical trial in patient-derived xenografts (PDX), and safety was established in a clinical trial of binimetinib and palbociclib in patients with metastatic colorectal cancer with RAS mutations. Across 18 PDX models undergoing dual inhibition of MEK and CDK4/6, 60% of tumors regressed, meeting the co-clinical trial primary endpoint. Prolonged duration of response occurred predominantly in TP53 wild-type models. Clinical evaluation of binimetinib and palbociclib …

Mri-Based Digital Models Forecast Patient-Specific Treatment Responses To Neoadjuvant Chemotherapy In Triple-Negative Breast Cancer, Chengyue Wu, Angela M Jarrett, Zijian Zhou, Nabil Elshafeey, Beatriz E Adrada, Rosalind P Candelaria, Rania M M Mohamed, Medine Boge, Lei Huo, Jason B White, Debu Tripathy, Vicente Valero, Jennifer K Litton, Clinton Yam, Jong Bum Son, Jingfei Ma, Gaiane M Rauch, Thomas E Yankeelov

Faculty, Staff and Student Publications

Triple-negative breast cancer (TNBC) is persistently refractory to therapy, and methods to improve targeting and evaluation of responses to therapy in this disease are needed. Here, we integrate quantitative MRI data with biologically based mathematical modeling to accurately predict the response of TNBC to neoadjuvant systemic therapy (NAST) on an individual basis. Specifically, 56 patients with TNBC enrolled in the ARTEMIS trial (NCT02276443) underwent standard-of-care doxorubicin/cyclophosphamide (A/C) and then paclitaxel for NAST, where dynamic contrast-enhanced MRI and diffusion-weighted MRI were acquired before treatment and after two and four cycles of A/C. A biologically based model was established to …

Protocol For Establishing A Protein-Protein Interaction Network Using Tandem Affinity Purification Followed By Mass Spectrometry In Mammalian Cells, Weixiang Bian, Hua Jiang, Shan Feng, Junjie Chen, Wenqi Wang, Xu Li

Faculty, Staff and Student Publications

Identification of protein interactors is fundamental to understanding their functions. Here, we describe a modified protocol for tandem affinity purification coupled with mass spectrometry (TAP/MS), which includes two-step purification. We detail the S-, 2×FLAG-, and Streptavidin-Binding Peptide (SBP)- tandem tags (SFB-tag) system for protein purification. This protocol can be used to identify protein interactors and establish a high-confidence protein-protein interaction network based on computational models. This is particularly useful for identifying

“Stripe” Transcription Factors Provide Accessibility To Co-Binding Partners In Mammalian Genomes, Yongbing Zhao, Supriya V Vartak, Andrea Conte, Xiang Wang, David A Garcia, Evan Stevens, Seol Kyoung Jung, Kyong-Rim Kieffer-Kwon, Laura Vian, Timothy Stodola, Francisco Moris, Laura Chopp, Silvia Preite, Pamela L Schwartzberg, Joseph M Kulinski, Ana Olivera, Christelle Harly, Avinash Bhandoola, Elisabeth F Heuston, David M Bodine, Raul Urrutia, Arpita Upadhyaya, Matthew T Weirauch, Gordon Hager, Rafael Casellas

Faculty, Staff and Student Publications

Regulatory elements activate promoters by recruiting transcription factors (TFs) to specific motifs. Notably, TF-DNA interactions often depend on cooperativity with colocalized partners, suggesting an underlying cis-regulatory syntax. To explore TF cooperativity in mammals, we analyze ∼500 mouse and human primary cells by combining an atlas of TF motifs, footprints, ChIP-seq, transcriptomes, and accessibility. We uncover two TF groups that colocalize with most expressed factors, forming stripes in hierarchical clustering maps. The first group includes lineage-determining factors that occupy DNA elements broadly, consistent with their key role in tissue-specific transcription. The second one, dubbed universal stripe factors (USFs), comprises ∼30 SP, …

Remission Of Liquid Tumors And Sars-Cov-2 Infection: A Literature Review, Dong Ho Shin, Andrew Gillard, Arie Van Wieren, Candelaria Gomez-Manzano, Juan Fueyo

Faculty, Staff and Student Publications

The coronavirus disease 2019 (COVID-19) pandemic has produced a new global challenge for patients with cancer. The disease and the immunosuppression induced by cancer therapies have generated a perfect storm of conditions to increase the severity of the symptoms and worsen the prognosis. However, a few clinical reports showcased the power of viruses to induce remission in some patients suffering from liquid tumors. Here, we reviewed six cases of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) that resulted in cancer remission, simultaneously highlighting the strengths and the unique challenges of oncolytic virotherapy. Virotherapy has become a special case of cancer …

Mochi: A Comprehensive Cross-Platform Tool For Amplicon-Based Microbiota Analysis, Jun-Jie Zheng, Po-Wen Wang, Tzu-Wen Huang, Yao-Jong Yang, Hua-Sheng Chiu, Pavel Sumazin, Ting-Wen Chen

Children’s Nutrition Research Center Staff Publications

Motivation: Microbiota analyses have important implications for health and science. These analyses make use of 16S/18S rRNA gene sequencing to identify taxa and predict species diversity. However, most available tools for analyzing microbiota data require adept programming skills and in-depth statistical knowledge for proper implementation. While long-read amplicon sequencing can lead to more accurate taxa predictions and is quickly becoming more common, practitioners have no easily accessible tools with which to perform their analyses.

Results: We present MOCHI, a GUI tool for microbiota amplicon sequencing analysis. MOCHI preprocesses sequences, assigns taxonomy, identifies different abundant species and predicts species diversity and …

Lats1/2 Control Tgfb-Directed Epithelial-To-Mesenchymal Transition In The Murine Dorsal Cranial Neuroepithelium Through Yap Regulation, Idaliz M Martínez Traverso, Jeffrey D Steimle, Xiaolei Zhao, Jun Wang, James F Martin

Faculty, Staff and Student Publications

Hippo signaling, an evolutionarily conserved kinase cascade involved in organ size control, plays key roles in various tissue developmental processes, but its role in craniofacial development remains poorly understood. Using the transgenic Wnt1-Cre2 driver, we inactivated the Hippo signaling components Lats1 and Lats2 in the cranial neuroepithelium of mouse embryos and found that the double conditional knockout (DCKO) of Lats1/2 resulted in neural tube and craniofacial defects. Lats1/2 DCKO mutant embryos had microcephaly with delayed and defective neural tube closure. Furthermore, neuroepithelial cell shape and architecture were disrupted within the cranial neural tube in Lats1/2 DCKO mutants. RNA sequencing of …