Biomedical Informatics Commons^™

Proteogenomic Data And Resources For Pan-Cancer Analysis, Yize Li, Yongchao Dou, Felipe Da Veiga Leprevost, Yifat Geffen, Anna P Calinawan, François Aguet, Yo Akiyama, Shankara Anand, Chet Birger, Song Cao, Rekha Chaudhary, Padmini Chilappagari, Marcin Cieslik, Antonio Colaprico, Daniel Cui Zhou, Corbin Day, Marcin J Domagalski, Myvizhi Esai Selvan, David Fenyö, Steven M Foltz, Alicia Francis, Tania Gonzalez-Robles, Zeynep H Gümüş, David Heiman, Michael Holck, Runyu Hong, Yingwei Hu, Eric J Jaehnig, Jiayi Ji, Wen Jiang, Lizabeth Katsnelson, Karen A Ketchum, Robert J Klein, Jonathan T Lei, Wen-Wei Liang, Yuxing Liao, Caleb M Lindgren, Weiping Ma, Lei Ma, Michael J Maccoss, Fernanda Martins Rodrigues, Wilson Mckerrow, Ngoc Nguyen, Robert Oldroyd, Alexander Pilozzi, Pietro Pugliese, Boris Reva, Paul Rudnick, Kelly V Ruggles, Dmitry Rykunov, Sara R Savage, Michael Schnaubelt, Tobias Schraink, Zhiao Shi, Deepak Singhal, Xiaoyu Song, Erik Storrs, Nadezhda V Terekhanova, Ratna R Thangudu, Mathangi Thiagarajan, Liang-Bo Wang, Joshua M Wang, Ying Wang, Bo Wen, Yige Wu, Matthew A Wyczalkowski, Yi Xin, Lijun Yao, Xinpei Yi, Hui Zhang, Qing Zhang, Maya Zuhl, Gad Getz, Li Ding, Alexey I Nesvizhskii, Pei Wang, Ana I Robles, Bing Zhang, Samuel H Payne

Faculty, Staff and Students Publications

The National Cancer Institute's Clinical Proteomic Tumor Analysis Consortium (CPTAC) investigates tumors from a proteogenomic perspective, creating rich multi-omics datasets connecting genomic aberrations to cancer phenotypes. To facilitate pan-cancer investigations, we have generated harmonized genomic, transcriptomic, proteomic, and clinical data for >1000 tumors in 10 cohorts to create a cohesive and powerful dataset for scientific discovery. We outline efforts by the CPTAC pan-cancer working group in data harmonization, data dissemination, and computational resources for aiding biological discoveries. We also discuss challenges for multi-omics data integration and analysis, specifically the unique challenges of working with both nucleotide sequencing and mass spectrometry …

Generation Of A Novel Stra8-Driven Cre Recombinase Strain For Use In Pre-Meiotic Germ Cells In Mice†, Avery A Ahmed, Ernesto Salas, Denise G Lanza, Jason D Heaney, Stephanie A Pangas

Faculty, Staff and Students Publications

The development of oocytes occurs over a broad time frame, starting at the earliest stages of embryogenesis and continuing into adulthood. Conditional knockout technologies such as the Cre/loxP recombination system are useful for analyzing oocyte development at specific stages, but not every time frame has appropriate Cre drivers, for instance, during oocyte meiotic initiation through early prophase I in the embryo. Here, we generated a novel knockin mouse line that produces a bicistronic transcript from the endogenous Stra8 locus that includes a "self-cleaving" 2A peptide upstream of cre. This allows for high efficiency cleavage and production of both proteins individually …

Strategies For The Genomic Analysis Of Admixed Populations, Taotao Tan, Elizabeth G Atkinson

Faculty, Staff and Students Publications

Admixed populations constitute a large portion of global human genetic diversity, yet they are often left out of genomics analyses. This exclusion is problematic, as it leads to disparities in the understanding of the genetic structure and history of diverse cohorts and the performance of genomic medicine across populations. Admixed populations have particular statistical challenges, as they inherit genomic segments from multiple source populations-the primary reason they have historically been excluded from genetic studies. In recent years, however, an increasing number of statistical methods and software tools have been developed to account for and leverage admixture in the context of …

Somatic Cell Structural Variant Mutagenesis And Neurologic Disease, James R Lupski

Faculty, Staff and Students Publications

Detection of organismal mosaic states for variant alleles faces technical and analytical challenges, as does the association of such variant alleles with susceptibility to neurologic disease. In this issue of Cell Genomics, Maury et al.¹ reanalyze genotyping arrays of a schizophrenia cohort providing evidence for the contribution of somatic structural variant mutagenesis and rare variant alleles.

A De Novo Missense Variant In Ezh1 Associated With Developmental Delay Exhibits Functional Deficits In Drosophila Melanogaster, Sharayu V Jangam, Lauren C Briere, Kristy L Jay, Jonathan C Andrews, Melissa A Walker, Lance H Rodan, Frances A High, Undiagnosed Diseases Network, Shinya Yamamoto, David A Sweetser, Michael F Wangler

Faculty, Staff and Students Publications

EZH1, a polycomb repressive complex-2 component, is involved in a myriad of cellular processes. EZH1 represses transcription of downstream target genes through histone 3 lysine27 (H3K27) trimethylation (H3K27me3). Genetic variants in histone modifiers have been associated with developmental disorders, while EZH1 has not yet been linked to any human disease. However, the paralog EZH2 is associated with Weaver syndrome. Here we report a previously undiagnosed individual with a novel neurodevelopmental phenotype identified to have a de novo missense variant in EZH1 through exome sequencing. The individual presented in infancy with neurodevelopmental delay and hypotonia and was later noted to have …

Cooperative Activation Of Pdk1 And Akt By Mapk4 Enhances Cancer Growth And Resistance To Therapy, Dong Han, Wei Wang, Julie Heejin Jeon, Tao Shen, Xiangsheng Huang, Ping Yi, Bingning Dong, Feng Yang

Faculty, Staff and Students Publications

Phosphoinositide-dependent kinase-1 (PDK1) is a master kinase of the protein A, G, and C (AGC) family kinases that play important roles in regulating cancer cell proliferation, survival, and metabolism. Besides phosphorylating/activating AKT at the cell membrane in a PI3K-dependent manner, PDK1 also exhibits constitutive activity on many other AGC kinases for tumor-promoting activity. In the latter case, PDK1 protein levels dominate its activity. We previously reported that MAPK4, an atypical MAPK, can PI3K-independently promote AKT activation and tumor growth. Here, using triple-negative breast cancer (TNBC) cell models, we demonstrate that MAPK4 can also enhance PDK1 protein synthesis, thus phosphorylate/activate PDK1 …

Delayed Skeletal Development And Igf-1 Deficiency In A Mouse Model Of Lysinuric Protein Intolerance, Bridget M Stroup, Xiaohui Li, Sara Ho, Haonan Zhouyao, Yuqing Chen, Safa Ani, Brian Dawson, Zixue Jin, Ronit Marom, Ming-Ming Jiang, Isabel Lorenzo, Daniel Rosen, Denise Lanza, Nathalie Aceves, Sara Koh, John R Seavitt, Jason D Heaney, Brendan Lee, Lindsay C Burrage

Faculty, Staff and Students Publications

SLC7A7 deficiency, or lysinuric protein intolerance (LPI), causes loss of function of the y+LAT1 transporter critical for efflux of arginine, lysine and ornithine in certain cells. LPI is characterized by urea cycle dysfunction, renal disease, immune dysregulation, growth failure, delayed bone age and osteoporosis. We previously reported that Slc7a7 knockout mice (C57BL/6×129/SvEv F2) recapitulate LPI phenotypes, including growth failure. Our main objective in this study was to characterize the skeletal phenotype in these mice. Compared to wild-type littermates, juvenile Slc7a7 knockout mice demonstrated 70% lower body weights, 87% lower plasma IGF-1 concentrations and delayed skeletal development. Because poor survival prevents …

Broadening The Phenotypic And Molecular Spectrum Of Finca Syndrome: Biallelic Nhlrc2 Variants In 15 Novel Individuals, Henrike L Sczakiel, Max Zhao, Brigitte Wollert-Wulf, Magdalena Danyel, Nadja Ehmke, Corinna Stoltenburg, Nadirah Damseh, Motee Al-Ashhab, Tugce B Balci, Matthew Osmond, Andrea Andrade, Jens Schallner, Joseph Porrmann, Kimberly Mcdonald, Mingjuan Liao, Henry Oppermann, Konrad Platzer, Nadine Dierksen, Majid Mojarrad, Atieh Eslahi, Behnaz Bakaeean, Daniel G Calame, James R Lupski, Zahra Firoozfar, Seyed Mohammad Seyedhassani, Seyed Ahmad Mohammadi, Najwa Anwaar, Fatima Rahman, Dominik Seelow, Martin Janz, Denise Horn, Reza Maroofian, Felix Boschann

Faculty, Staff and Students Publications

FINCA syndrome [MIM: 618278] is an autosomal recessive multisystem disorder characterized by fibrosis, neurodegeneration and cerebral angiomatosis. To date, 13 patients from nine families with biallelic NHLRC2 variants have been published. In all of them, the recurrent missense variant p.(Asp148Tyr) was detected on at least one allele. Common manifestations included lung or muscle fibrosis, respiratory distress, developmental delay, neuromuscular symptoms and seizures often followed by early death due to rapid disease progression.

Here, we present 15 individuals from 12 families with an overlapping phenotype associated with nine novel NHLRC2 variants identified by exome analysis. All patients described here presented with …

Dental Pulp Stem Cells And Current In Vivo Approaches To Study Dental Pulp Stem Cells In Pulp Injury And Regeneration, Dongwook Yang, Jea Giezl Niedo Solidum, Dongsu Park

Faculty, Staff and Students Publications

Dental pulp stem cells (DPSCs) have garnered significant interest in dental research for their unique characteristics and potential in tooth development and regeneration. While there were many studies to define their stem cell-like characteristics and osteogenic differentiation functions that are considered ideal candidates for regenerating damaged dental pulp tissue, how endogenous DPSCs respond to dental pulp injury and supply new dentin-forming cells has not been extensively investigated in vivo. Here, we review the recent progress in identity, function, and regulation of endogenous DPSCs and their clinical potential for pulp injury and regeneration. In addition, we discuss current advances in new …

Shinybioheat: An Interactive Shiny App To Identify Phenotype Driver Genes In Ecoli And Bsubtilis, Chen Wang, Harikumar Govindarajan, Panagiotis Katsonis, Olivier Lichtarge

Faculty, Staff and Students Publications

SUMMARY: In any population under selective pressure, a central challenge is to distinguish the genes that drive adaptation from others which, subject to population variation, harbor many neutral mutations de novo. We recently showed that such genes could be identified by supplementing information on mutational frequency with an evolutionary analysis of the likely functional impact of coding variants. This approach improved the discovery of driver genes in both lab-evolved and environmental Escherichia coli strains. To facilitate general adoption, we now developed ShinyBioHEAT, an R Shiny web-based application that enables identification of phenotype driving gene in two commonly used model bacteria, …

Cation Leak Through The Atp1a3 Pump Causes Spasticity And Intellectual Disability, Daniel G Calame, Cristina Moreno Vadillo, Seth Berger, Timothy Lotze, Marwan Shinawi, Javaher Poupak, Corina Heller, Julie Cohen, Richard Person, Aida Telegrafi, Chalongchai Phitsanuwong, Kaylene Fiala, Isabelle Thiffault, Florencia Del Viso, Dihong Zhou, Emily A Fleming, Tomi Pastinen, Ali Fatemi, Sruthi Thomas, Samuel I Pascual, Rosa J Torres, Carmen Prior, Clara Gómez-González, Saskia Biskup, James R Lupski, Dragan Maric, Miguel Holmgren, Debra Regier, Sho T Yano

Faculty, Staff and Students Publications

ATP1A3 encodes the α3 subunit of the sodium-potassium ATPase, one of two isoforms responsible for powering electrochemical gradients in neurons. Heterozygous pathogenic ATP1A3 variants produce several distinct neurological syndromes, yet the molecular basis for phenotypic variability is unclear.

We report a novel recurrent variant, ATP1A3(NM_152296.5):c.2324C>T; p.(Pro775Leu), in nine individuals associated with the primary clinical features of progressive or non-progressive spasticity and developmental delay/intellectual disability. No patients fulfil diagnostic criteria for ATP1A3-associated syndromes, including alternating hemiplegia of childhood, rapid-onset dystonia-parkinsonism or cerebellar ataxia-areflexia-pes cavus-optic atrophy-sensorineural hearing loss (CAPOS), and none were suspected of having an ATP1A3 …

Why Animal Experiments Are Still Indispensable In Bone Research: A Statement By The European Calcified Tissue Society, Merle Stein, Florent Elefteriou, Björn Busse, Imke Ak Fiedler, Ronald Young Kwon, Eric Farrell, Mubashir Ahmad, Anita Ignatius, Liam Grover, Liesbet Geris, Jan Tuckermann

Faculty, Staff and Students Publications

Major achievements in bone research have always relied on animal models and in vitro systems derived from patient and animal material. However, the use of animals in research has drawn intense ethical debate and the complete abolition of animal experimentation is demanded by fractions of the population. This phenomenon is enhanced by the reproducibility crisis in science and the advance of in vitro and in silico techniques. 3D culture, organ-on-a-chip, and computer models have improved enormously over the last years. Nevertheless, the overall complexity of bone tissue-cross talk and the systemic and local regulation of bone physiology can often only …

Real-Time, Deep-Learning Aided Lensless Microscope, Jimin Wu, Vivek Boominathan, Ashok Veeraraghavan, Jacob T Robinson

Faculty, Staff and Students Publications

Traditional miniaturized fluorescence microscopes are critical tools for modern biology. Invariably, they struggle to simultaneously image with a high spatial resolution and a large field of view (FOV). Lensless microscopes offer a solution to this limitation. However, real-time visualization of samples is not possible with lensless imaging, as image reconstruction can take minutes to complete. This poses a challenge for usability, as real-time visualization is a crucial feature that assists users in identifying and locating the imaging target. The issue is particularly pronounced in lensless microscopes that operate at close imaging distances. Imaging at close distances requires shift-varying deconvolution to …

Multiscale Analysis Of Pangenomes Enables Improved Representation Of Genomic Diversity For Repetitive And Clinically Relevant Genes, Chen-Shan Chin, Sairam Behera, Asif Khalak, Fritz J Sedlazeck, Peter H Sudmant, Justin Wagner, Justin M Zook

Faculty, Staff and Students Publications

Advancements in sequencing technologies and assembly methods enable the regular production of high-quality genome assemblies characterizing complex regions. However, challenges remain in efficiently interpreting variation at various scales, from smaller tandem repeats to megabase rearrangements, across many human genomes. We present a PanGenome Research Tool Kit (PGR-TK) enabling analyses of complex pangenome structural and haplotype variation at multiple scales. We apply the graph decomposition methods in PGR-TK to the class II major histocompatibility complex demonstrating the importance of the human pangenome for analyzing complicated regions. Moreover, we investigate the Y-chromosome genes, DAZ1/DAZ2/DAZ3/DAZ4, of which structural variants have been linked to …

Proteomics Of Adjacent-To-Tumor Samples Uncovers Clinically Relevant Biological Events In Hepatocellular Carcinoma, Hongwen Zhu, Youpei Lin, Dayun Lu, Shisheng Wang, Yuejia Liu, Liangqing Dong, Qian Meng, Jing Gao, Yuqiu Wang, Nixue Song, Yuying Suo, Li Ding, Pei Wang, Bing Zhang, Daming Gao, Jia Fan, Qiang Gao, Hu Zhou

Faculty, Staff and Students Publications

Normal adjacent tissues (NATs) of hepatocellular carcinoma (HCC) differ from healthy liver tissues and their heterogeneity may contain biological information associated with disease occurrence and clinical outcome that has yet to be fully evaluated at the proteomic level. This study provides a detailed description of the heterogeneity of NATs and the differences between NATs and healthy livers and revealed that molecular features of tumor subgroups in HCC were partially reflected in their respective NATs. Proteomic data classified HCC NATs into two subtypes (Subtypes 1 and 2), and Subtype 2 was associated with poor prognosis and high-risk recurrence. The pathway and …

Prdm16 Deletion Is Associated With Sex-Dependent Cardiomyopathy And Cardiac Mortality: A Translational, Multi-Institutional Cohort Study, Ryan J Kramer, Amir Nima Fatahian, Alice Chan, Jeffery Mortenson, Jennifer Osher, Bo Sun, Lauren E Parker, Michael B Rosamilia, Kyra B Potter, Kaila Moore, Sage L Atkins, Jill A Rosenfeld, Alona Birjiniuk, Edward Jones, Taylor S Howard, Jeffrey J Kim, Daryl A Scott, Seema Lalani, Omid M T Rouzbehani, Samantha Kaplan, Marissa A Hathaway, Jennifer L Cohen, S Yukiko Asaki, Hugo R Martinez, Sihem Boudina, Andrew P Landstrom

Faculty, Staff and Students Publications

BACKGROUND: 1p36 deletion syndrome can predispose to pediatric-onset cardiomyopathy. Deletion breakpoints are variable and may delete the transcription factor

METHODS: This retrospective cohort included subjects with 1p36 deletion syndrome from 4 hospitals. Prevalence of cardiomyopathy and freedom from death, cardiac transplantation, or ventricular assist device were analyzed. A systematic review cohort was derived for further analysis. A cardiac-specific

RESULTS: The retrospective cohort included 71 patients. Among individuals with

CONCLUSIONS:

The Clinical And Genetic Spectrum Of Autosomal-Recessive Tor1a-Related Disorders, Afshin Saffari, Tracy Lau, Homa Tajsharghi, Ehsan Ghayoor Karimiani, Ariana Kariminejad, Stephanie Efthymiou, Giovanni Zifarelli, Tipu Sultan, Mehran Beiraghi Toosi, Sahar Sedighzadeh, Victoria Mok Siu, Juan Darío Ortigoza-Escobar, Aisha M Alshamsi, Shahnaz Ibrahim, Nouriya Abbas Al-Sannaa, Walla Al-Hertani, Whalen Sandra, Mark Tarnopolsky, Shahryar Alavi, Chumei Li, Debra-Lynn Day-Salvatore, Maria Jesús Martínez-González, Kristin M Levandoski, Emma Bedoukian, Suneeta Madan-Khetarpal, Michaela J Idleburg, Minal Juliet Menezes, Aishwarya Siddharth, Konrad Platzer, Henry Oppermann, Martin Smitka, Felicity Collins, Monkol Lek, Mohmmad Shahrooei, Maryam Ghavideldarestani, Isabella Herman, John Rendu, Julien Faure, Janice Baker, Vikas Bhambhani, Laurel Calderwood, Javad Akhondian, Shima Imannezhad, Hanieh Sadat Mirzadeh, Narges Hashemi, Mohammad Doosti, Mojtaba Safi, Najmeh Ahangari, Paria Najarzadeh Torbati, Soheila Abedini, Vincenzo Salpietro, Elif Yilmaz Gulec, Safieh Eshaghian, Mohammadreza Ghazavi, Michael T Pascher, Marina Vogel, Angela Abicht, Sébastien Moutton, Ange-Line Bruel, Claudine Rieubland, Sabina Gallati, Tim M Strom, Hanns Lochmüller, Mohammad Hasan Mohammadi, Javeria Raza Alvi, Elaine H Zackai, Beth A Keena, Cara M Skraban, Seth I Berger, Erin H Andrew, Elham Rahimian, Michelle M Morrow, Ingrid M Wentzensen, Francisca Millan, Lindsay B Henderson, Hormos Salimi Dafsari, Heinz Jungbluth, Natalia Gomez-Ospina, Anne Mcrae, Merlene Peter, Danai Veltra, Nikolaos M Marinakis, Christalena Sofocleous, Farah Ashrafzadeh, Davut Pehlivan, Johannes R Lemke, Judith Melki, Audrey Benezit, Peter Bauer, Denisa Weis, James R Lupski, Jan Senderek, John Christodoulou, Wendy K Chung, Rose Goodchild, Amaka C Offiah, Andres Moreno-De-Luca, Mohnish Suri, Darius Ebrahimi-Fakhari, Henry Houlden, Reza Maroofian

Faculty, Staff and Students Publications

In the field of rare diseases, progress in molecular diagnostics led to the recognition that variants linked to autosomal-dominant neurodegenerative diseases of later onset can, in the context of biallelic inheritance, cause devastating neurodevelopmental disorders and infantile or childhood-onset neurodegeneration. TOR1A-associated arthrogryposis multiplex congenita 5 (AMC5) is a rare neurodevelopmental disorder arising from biallelic variants in TOR1A, a gene that in the heterozygous state is associated with torsion dystonia-1 (DYT1 or DYT-TOR1A), an early-onset dystonia with reduced penetrance. While 15 individuals with AMC5-TOR1A have been reported (less than 10 in detail), a systematic investigation of …

Clinical And Functional Heterogeneity Associated With The Disruption Of Retinoic Acid Receptor Beta, Véronique Caron, Nicolas Chassaing, Nicola Ragge, Felix Boschann, Angelina My-Hoa Ngu, Elisabeth Meloche, Sarah Chorfi, Saquib A Lakhani, Weizhen Ji, Laurie Steiner, Julien Marcadier, Philip R Jansen, Laura A Van De Pol, Johanna M Van Hagen, Alvaro Serrano Russi, Gwenaël Le Guyader, Magnus Nordenskjöld, Ann Nordgren, Britt-Marie Anderlid, Julie Plaisancié, Corinna Stoltenburg, Denise Horn, Anne Drenckhahn, Fadi F Hamdan, Mathilde Lefebvre, Tania Attie-Bitach, Peggy Forey, Vasily Smirnov, Françoise Ernould, Marie-Line Jacquemont, Sarah Grotto, Alberto Alcantud, Alicia Coret, Rosario Ferrer-Avargues, Siddharth Srivastava, Catherine Vincent-Delorme, Shelby Romoser, Nicole Safina, Dimah Saade, James R Lupski, Daniel G Calame, David Geneviève, Nicolas Chatron, Caroline Schluth-Bolard, Kenneth A Myers, William B Dobyns, Patrick Calvas, Ddd Study, Caroline Salmon, Richard Holt, Frances Elmslie, Marc Allaire, Daniil M Prigozhin, André Tremblay, Jacques L Michaud

Faculty, Staff and Students Publications

PURPOSE: Dominant variants in the retinoic acid receptor beta (RARB) gene underlie a syndromic form of microphthalmia, known as MCOPS12, which is associated with other birth anomalies and global developmental delay with spasticity and/or dystonia. Here, we report 25 affected individuals with 17 novel pathogenic or likely pathogenic variants in RARB. This study aims to characterize the functional impact of these variants and describe the clinical spectrum of MCOPS12.

METHODS: We used in vitro transcriptional assays and in silico structural analysis to assess the functional relevance of RARB variants in affecting the normal response to retinoids.

RESULTS: We found that …

Effective Methods For Bulk Rna-Seq Deconvolution Using Scnrna-Seq Transcriptomes, Francisco Avila Cobos, Mohammad Javad Najaf Panah, Jessica Epps, Xiaochen Long, Tsz-Kwong Man, Hua-Sheng Chiu, Elad Chomsky, Evgeny Kiner, Michael J Krueger, Diego Di Bernardo, Luis Voloch, Jan Molenaar, Sander R Van Hooff, Frank Westermann, Selina Jansky, Michele L Redell, Pieter Mestdagh, Pavel Sumazin

Faculty, Staff and Students Publications

Background: RNA profiling technologies at single-cell resolutions, including single-cell and single-nuclei RNA sequencing (scRNA-seq and snRNA-seq, scnRNA-seq for short), can help characterize the composition of tissues and reveal cells that influence key functions in both healthy and disease tissues. However, the use of these technologies is operationally challenging because of high costs and stringent sample-collection requirements. Computational deconvolution methods that infer the composition of bulk-profiled samples using scnRNA-seq-characterized cell types can broaden scnRNA-seq applications, but their effectiveness remains controversial.

Results: We produced the first systematic evaluation of deconvolution methods on datasets with either known or scnRNA-seq-estimated compositions. Our analyses revealed …

Pharmaco-Proteogenomic Characterization Of Liver Cancer Organoids For Precision Oncology, Shuyi Ji, Li Feng, Zile Fu, Gaohua Wu, Yingcheng Wu, Youpei Lin, Dayun Lu, Yuanli Song, Peng Cui, Zijian Yang, Chen Sang, Guohe Song, Shangli Cai, Yuanchuang Li, Hanqing Lin, Shu Zhang, Xiaoying Wang, Shuangjian Qiu, Xiaoming Zhang, Guoqiang Hua, Junqiang Li, Jian Zhou, Zhi Dai, Xiangdong Wang, Li Ding, Pei Wang, Daming Gao, Bing Zhang, Henry Rodriguez, Jia Fan, Hans Clevers, Hu Zhou, Yidi Sun, Qiang Gao

Faculty, Staff and Students Publications

Organoid models have the potential to recapitulate the biological and pharmacotypic features of parental tumors. Nevertheless, integrative pharmaco-proteogenomics analysis for drug response features and biomarker investigation for precision therapy of patients with liver cancer are still lacking. We established a patient-derived liver cancer organoid biobank (LICOB) that comprehensively represents the histological and molecular characteristics of various liver cancer types as determined by multiomics profiling, including genomic, epigenomic, transcriptomic, and proteomic analysis. Proteogenomic profiling of LICOB identified proliferative and metabolic organoid subtypes linked to patient prognosis. High-throughput drug screening revealed distinct response patterns of each subtype that were associated with specific …

Enabling Endpoint Development For Interventional Clinical Trials In Individuals With Angelman Syndrome: A Prospective, Longitudinal, Observational Clinical Study (Freesias), Jorrit Tjeertes, Carlos A Bacino, Terry Jo Bichell, Lynne M Bird, Mariana Bustamante, Rebecca Crean, Shafali Jeste, Robert W Komorowski, Michelle L Krishnan, Meghan T Miller, David Nobbs, Cesar Ochoa-Lubinoff, Kimberly A Parkerson, Alexander Rotenberg, Anjali Sadhwani, Mark D Shen, Lisa Squassante, Wen-Hann Tan, Brenda Vincenzi, Anne C Wheeler, Joerg F Hipp, Elizabeth Berry-Kravis

Faculty, Staff and Students Publications

BACKGROUND: Angelman syndrome (AS) is a rare neurodevelopmental disorder characterized by the absence of a functional UBE3A gene, which causes developmental, behavioral, and medical challenges. While currently untreatable, comprehensive data could help identify appropriate endpoints assessing meaningful improvements in clinical trials. Herein are reported the results from the FREESIAS study assessing the feasibility and utility of in-clinic and at-home measures of key AS symptoms.

METHODS: Fifty-five individuals with AS (aged < 5 years: n = 16, 5-12 years: n = 27, ≥ 18 years: n = 12; deletion genotype: n = 40, nondeletion genotype: n = 15) and 20 typically developing children (aged 1-12 years) were enrolled across six USA sites. Several clinical outcome assessments and digital health technologies were tested, together with overnight 19-lead electroencephalography (EEG) and additional polysomnography (PSG) sensors. Participants were assessed at baseline (Clinic Visit 1), 12 months later (Clinic Visit 2), and during intermittent home visits.

RESULTS: The participants achieved high completion rates for the clinical outcome assessments (adherence: 89-100% [Clinic Visit 1]; 76-91% [Clinic Visit 2]) and varied feasibility of and adherence to digital health …

When Phased Without Water: Biophysics Of Cellular Desiccation, From Biomolecules To Condensates, Paulette Sofia Romero-Perez, Yanniv Dorone, Eduardo Flores, Shahar Sukenik, Steven Boeynaems

Faculty, Staff and Students Publications

The molecular machinery that enables life has evolved in water, yet many of the organisms around us are able to survive even extreme desiccation. Especially remarkable are single-cell and sedentary organisms that rely on specialized biomolecular machinery to survive in environments that are routinely subjected to a near-complete lack of water. In this review, we zoom in on the molecular level of what is happening in the cellular environment under water stress. We cover the various mechanisms by which biochemical components of the cell can dysfunction in dehydrated cells and detail the different strategies that organisms have evolved to eliminate …

Alemtuzumab And Cxcl9 Levels Predict Likelihood Of Sustained Engraftment After Reduced-Intensity Conditioning Hct, Ashley V Geerlinks, Brooks Scull, Christa Krupski, Ryan Fleischmann, Michael A Pulsipher, Mary Eapen, James A Connelly, Catherine M Bollard, Sung-Yun Pai, Christine N Duncan, Leslie S Kean, K Scott Baker, Lauri M Burroughs, Jeffrey R Andolina, Shalini Shenoy, Philip Roehrs, Rabi Hanna, Julie-An Talano, Kirk R Schultz, Elizabeth O Stenger, Howard Lin, Adi Zoref-Lorenz, Kenneth L Mcclain, Michael B Jordan, Tsz-Kwong Man, Carl E Allen, Rebecca A Marsh

Faculty, Staff and Students Publications

Overall survival after reduced-intensity conditioning (RIC) allogeneic hematopoietic cell transplantation (HCT) using alemtuzumab, fludarabine, and melphalan is associated with high rates of mixed chimerism (MC) and secondary graft failure (GF). We hypothesized that peritransplantation alemtuzumab levels or specific patterns of inflammation would predict these risks. We assessed samples from the Bone Marrow Transplant Clinical Trials Network 1204 (NCT01998633) to study the impact of alemtuzumab levels and cytokine patterns on MC and impending or established secondary GF (defined as donor chimerism < 5% after initial engraftment and/or requirement of cellular intervention). Thirty-three patients with hemophagocytic lymphohistiocytosis (n = 25) and other IEIs (n = 8) who underwent HCTs with T-cell–replete grafts were included. Patients with day 0 alemtuzumab levels ≤0.32 μg/mL had a markedly lower incidence of MC, 14.3%, vs 90.9% in patients with levels >0.32 μg/mL (P = .008). Impending or established secondary GF was only observed in patients with day …

Dynamic Mapping Of Proteome Trafficking Within And Between Living Cells By Transitid, Wei Qin, Joleen S Cheah, Charles Xu, James Messing, Brian D Freibaum, Steven Boeynaems, J Paul Taylor, Namrata D Udeshi, Steven A Carr, Alice Y Ting

Faculty, Staff and Students Publications

The ability to map trafficking for thousands of endogenous proteins at once in living cells would reveal biology currently invisible to both microscopy and mass spectrometry. Here, we report TransitID, a method for unbiased mapping of endogenous proteome trafficking with nanometer spatial resolution in living cells. Two proximity labeling (PL) enzymes, TurboID and APEX, are targeted to source and destination compartments, and PL with each enzyme is performed in tandem via sequential addition of their small-molecule substrates. Mass spectrometry identifies the proteins tagged by both enzymes. Using TransitID, we mapped proteome trafficking between cytosol and mitochondria, cytosol and nucleus, and …

Genomic Landscape Of Down Syndrome-Associated Acute Lymphoblastic Leukemia, Zhenhua Li, Ti-Cheng Chang, Jacob J Junco, Meenakshi Devidas, Yizhen Li, Wenjian Yang, Xin Huang, Dale J Hedges, Zhongshan Cheng, Mary Shago, Andrew J Carroll, Nyla A Heerema, Julie Gastier-Foster, Brent L Wood, Michael J Borowitz, Lauren Sanclemente, Elizabeth A Raetz, Stephen P Hunger, Eleanor Feingold, Tracie C Rosser, Stephanie L Sherman, Mignon L Loh, Charles G Mullighan, Jiyang Yu, Gang Wu, Philip J Lupo, Karen R Rabin, Jun J Yang

Faculty, Staff and Students Publications

Trisomy 21, the genetic cause of Down syndrome (DS), is the most common congenital chromosomal anomaly. It is associated with a 20-fold increased risk of acute lymphoblastic leukemia (ALL) during childhood and results in distinctive leukemia biology. To comprehensively define the genomic landscape of DS-ALL, we performed whole-genome sequencing and whole-transcriptome sequencing (RNA-Seq) on 295 cases. Our integrated genomic analyses identified 15 molecular subtypes of DS-ALL, with marked enrichment of CRLF2-r, IGH::IGF2BP1, and C/EBP altered (C/EBPalt) subtypes compared with 2257 non-DS-ALL cases. We observed abnormal activation of the CEBPD, CEBPA, and CEBPE genes in 10.5% of DS-ALL cases via a …

Author Correction: Drugnomeai Is An Ensemble Machine-Learning Framework For Predicting Druggability Of Candidate Drug Targets, Arwa Raies, Ewa Tulodziecka, James Stainer, Lawrence Middleton, Ryan S Dhindsa, Pamela Hill, Ola Engkvist, Andrew R Harper, Slavé Petrovski, Dimitrios Vitsios

Faculty, Staff and Students Publications

No abstract provided.

Pdcl2 Is Essential For Sperm Acrosome Formation And Male Fertility In Mice, Yoshitaka Fujihara, Kiyonori Kobayashi, Ferheen Abbasi, Tsutomu Endo, Zhifeng Yu, Masahito Ikawa, Martin M Matzuk

Faculty, Staff and Students Publications

BACKGROUND: Each year, infertility affects 15% of couples worldwide, with 50% of cases attributed to men. Globozoospermia is an uncommon cause of male factor infertility, characterized by defects in sperm acrosome formation, leading to round-headed spermatozoa.

OBJECTIVE: We generated Pdcl2 knockout mice to investigate the essential roles of PDCL2 in mammalian reproduction.

MATERIALS AND METHODS: We used reverse transcription-polymerase chain reaction to demonstrate that PDCL2 was expressed exclusively in the male reproductive tract in mice and humans. We created Pdcl2 knockout mice using the CRISPR-Cas9 system and analyzed their fertility. Pdcl2 null spermatozoa underwent further evaluation using computer-assisted sperm analysis, …

Unravelling Spatial Gene Associations With Seagal: A Python Package For Spatial Transcriptomics Data Analysis And Visualization, Linhua Wang, Chaozhong Liu, Yang Gao, Xiang H-F Zhang, Zhandong Liu

Faculty, Staff and Students Publications

SUMMARY: In the era where transcriptome profiling moves toward single-cell and spatial resolutions, the traditional co-expression analysis lacks the power to fully utilize such rich information to unravel spatial gene associations. Here, we present a Python package called Spatial Enrichment Analysis of Gene Associations using L-index (SEAGAL) to detect and visualize spatial gene correlations at both single-gene and gene-set levels. Our package takes spatial transcriptomics datasets with gene expression and the aligned spatial coordinates as input. It allows for analyzing and visualizing genes' spatial correlations and cell types' colocalization within the precise spatial context. The output could be visualized as …

Suitability Of Double-Stranded Dna As A Molecular Standard For The Validation Of Analytical Ultracentrifugation Instruments, Maduni Ranasinghe, Jonathan M Fogg, Daniel J Catanese, Lynn Zechiedrich, Borries Demeler

Faculty, Staff and Students Publications

To address the current lack of validated molecular standards for analytical ultracentrifugation (AUC), we investigated the suitability of double-stranded DNA molecules. We compared the hydrodynamic properties of linear and circular DNA as a function of temperature. Negatively supercoiled, nicked, and linearized 333 and 339 bp minicircles were studied. We quantified the hydrodynamic properties of these DNAs at five different temperatures, ranging from 4 to 37 °C. To enhance the precision of our measurements, each sample was globally fitted over triplicates and five rotor speeds. The exceptional stability of DNA allowed each sample to be sedimented repeatedly over the course of …

Remote Neuronal Activity Drives Glioma Progression Through Sema4f, Emmet Huang-Hobbs, Yi-Ting Cheng, Yeunjung Ko, Estefania Luna-Figueroa, Brittney Lozzi, Kathryn R Taylor, Malcolm Mcdonald, Peihao He, Hsiao-Chi Chen, Yuhui Yang, Ehson Maleki, Zhung-Fu Lee, Sanjana Murali, Michael R Williamson, Dongjoo Choi, Rachel Curry, James Bayley, Junsung Woo, Ali Jalali, Michelle Monje, Jeffrey L Noebels, Akdes Serin Harmanci, Ganesh Rao, Benjamin Deneen

Faculty, Staff and Students Publications

The tumor microenvironment (TME) plays an essential role in malignancy and neurons have emerged as a key component of the TME that promotes tumorigenesis across a host of cancers1,2. Recent studies on glioblastoma (GBM) highlight bi-directional signaling between tumors and neurons that propagates a vicious cycle of proliferation, synaptic integration, and brain hyperactivity3-8; however, the identity of neuronal subtypes and tumor subpopulations driving this phenomenon are incompletely understood. Here we show that callosal projection neurons located in the hemisphere contralateral to primary GBM tumors promote progression and widespread infiltration. Using this platform …