Tag: multi-omic

Read the Full Video Transcript Andrea Miyahira: Welcome. I’m Andrea Miyahira and I’m the senior director of Global Research and Scientific Communications at the Prostate Cancer Foundation. Today I’m joined by Dr. Gavin Ha, an assistant professor at Fred Hutchinson Cancer Center and the PCF 2019 Young Investigator. Dr. Ha’s…

Everyone’s unique health journey is informed by data. Join us as we translate today’s discoveries into tomorrow’s medicine!   The McGovern Laboratory studies the effects of genetic variation in the inflammatory bowel diseases (IBD). Also called the Translational Genomics Group (TGG), the McGovern Lab is focused on identifying genetic variants…

Revsbech, N. P. et al. Determination of ultra-low oxygen concentrations in oxygen minimum zones by the STOX sensor. Limnol. Oceanogr.: Methods. 7, 371-381. (2009). Wright, J. J., Konwar, K. M. & Hallam, S. J. Microbial ecology of expanding oxygen minimum zones. Nat. Rev. Microbiol. 10, 381–394 (2012). Article  CAS  PubMed …

INVITATION FOR APPLICATIONS Postdoctoral researcher We are looking for a skilled postdoctoral fellow with a bioinformatic, computational, and/or statistical, background in genetics and/or functional genomics at the Institute for Molecular Medicine Finland  FIMM, Helsinki Institute of Life Science, HiLIFE in the research groups of Professor Aarno Palotie (Research Group Palotie) and Dr….

Credit: The City University of New York Researchers from CUNY SPH and colleagues recently published a powerful new data structure for the analysis of genomic data for open-source statistical computing. In genomic research, scientists analyze various aspects of DNA, such as copy number, mutation and chemical modifications, to understand how…

A Biopharmaceutical company in San Diego is looking for a Principal Bioinformatics Scientist to join their team. The 3 main responsibilities for this role will be Algorithm Development, Product Development, and Leadership. Algorithm Development Design, prototype, and implement computational algorithms to analyze multi-omics datasets, including large variant calling, Small VC,…

Cerejeira, J., Lagarto, L. & Mukaetova-Ladinska, E. B. Behavioral and psychological symptoms of dementia. Front. Neurol. 3, 73 (2012). Article  CAS  PubMed  PubMed Central  Google Scholar  Murphy, M. P. & LeVine, H. III Alzheimer’s disease and the amyloid-beta peptide. J. Alzheimers Dis. 19, 311–323 (2010). Article  PubMed  PubMed Central  Google…

The Reitz Lab and Alzheimer’s Disease Research Center (ADRC) Genetics Core at the Taub Institute for Research on the Aging Brain at Columbia University are seeking Postdoctoral Research Scientists interested in analysis of high-throughput multi-dimensional -omics data to study neurodegeneration and diseases of the central nervous system, with emphasis on…

Baumgart DC, Sandborn WJ. Crohn’s disease. Lancet. 2012;380(9853):1590–605. Article  PubMed  Google Scholar  Bernstein CN. Treatment of IBD: where we are and where we are going. Am J Gastroenterol. 2015;110(1):114–26. Article  PubMed  Google Scholar  Sies H. Oxidative stress: a concept in redox biology and medicine. Redox Biol. 2015;4:180–3. Article  CAS  PubMed …

PhenomeX optofluidic and proteomic technology to be featured in several poster and podium presentations EMERYVILLE, Calif., May 11, 2023 /PRNewswire/ — PhenomeX (Nasdaq: CELL), the functional cell biology company, today announced that it will participate in the 19th annual Protein Engineering & Cell Therapy Summit (PEGS) Conference and Expo being…

Ultimate Staffing is seeking a Bioinformatics Scientist to join a FAST-GROWING Medical Diagnostics Company in Irvine, CA! In this role, you will be responsible for designing data processing pipeline and developing software to analyze, visualize and interpret of NGS data, and applying it into other multi-omic data, such as single…

This paper proposes a new generation of multiparametric analytical platforms with increased throughput for the characterization of extracellular vesicle subsets. The method is based on a combination of multiplexed biosensing methods with metrological and morphomechanical analyses by atomic force microscopy, coupled with Raman spectroscopy, to qualify vesicular targets trapped on…

Bioinformatics Analyst IV Job ID: req2734Employee Type: exempt full-timeDivision: Bioinformatics and Computational ScienceFacility: NIHLocation: NIH Campus 9000 Rockville Pike, Bethesda, MD 20892 USA The Frederick National Laboratory is a Federally Funded Research and Development Center (FFRDC) sponsored by the National Cancer Institute (NCI) and operated by Leidos Biomedical Research, Inc….

Feigin VL, Stark BA, Johnson CO, Roth GA, Bisignano C, Abady GG, et al. Global, regional, and national burden of stroke and its risk factors, 1990–2019: A systematic analysis for the Global Burden of Disease Study 2019. Lancet Neurol. 2021;20:1–26. Article  Google Scholar  Wolters FJ, Arfan IM. Epidemiology of Vascular…

Full time, 18 months fixed term. Located on the Camperdown Campus at the School of Mathematics and Statistics Opportunity to make valuable contributions to research in statistical bioinformatics and biomedical data science Base Salary Level A, $79,784 p.a. – $107,516 p.a. + 17% superannuation About the…

CAPRISA is an award-winning global research organisation located on the campus of the Nelson Mandela School of Medicine in Durban, South Africa and undertakes research in HIV, TB and Covid at four clinical research sites in KwaZulu-Natal. CAPRISA’s goal is to undertake globally relevant and locally responsive research that contributes…

Location: Parkville Role type: Full-time; Fixed-term for 2 years Faculty: Medicine, Dentistry and Health Sciences Department/School: Anatomy and Physiology Salary: Level A – $77,171 – $104, 717 p.a. plus 17% super Excellent opportunity for an ambitious and talented Research Fellow who is passionate about metabolic proteomics and signal transduction. The chance to work with…

The standard treatment for patients with multiple myeloma often includes stem cell transplantation in which the patient’s own stem cells are harvested and stored while the patient receives intensive chemotherapy to kill the cancer. Then, the patient’s stem cells are returned to the patient to help with recovery. But for…

Who are we? Flagship Pioneering has conceived of and created companies such as Moderna Therapeutics (NASDAQ: MRNA), Editas Medicine (NASDAQ: EDIT), Omega Therapeutics (NASDAQ: OMGA), Seres Therapeutics (NASDAQ: MCRB), and Indigo Agriculture. Since its launch in 2000, Flagship has applied its unique hypothesis-driven innovation process to originate and foster more…

Who are we? Flagship Pioneering has conceived of and created companies such as Moderna Therapeutics (NASDAQ: MRNA), Editas Medicine (NASDAQ: EDIT), Omega Therapeutics (NASDAQ: OMGA), Seres Therapeutics (NASDAQ: MCRB), and Indigo Agriculture. Since its launch in 2000, Flagship has applied its unique hypothesis-driven innovation process to originate and foster more…

Bioinformatics Analyst IV Job ID: req2734Employee Type: exempt full-timeDivision: Bioinformatics and Computational ScienceFacility: NIHLocation: NIH Campus 9000 Rockville Pike, Bethesda, MD 20892 USA The Frederick National Laboratory is a Federally Funded Research and Development Center (FFRDC) sponsored by the National Cancer Institute (NCI) and operated by Leidos Biomedical Research, Inc….

AJ Personnel R Undisclosed Contract Intermediate position Durban, KwaZulu-Natal Posted 11 Apr 2023 by AJ Personnel Expires in 33 days Job 2513247 About the position Location: Minimum Requirements: Bachelor’s Degree…

Job Summary Minimum Requirements Bachelor’s degree in Computer Science, Bioinformatics, Computational Biology or related quantitative field Proficiency using R packages and programming language (Python & Java) Familiarity with applying statistical approaches to algorithm development Strong experience in efficient pipeline/workflow development for large NGS data analysis…

In contemporary diagnostics and drug therapy, the ‘one size fits all’ approach is being turned on its head. It is being individualized: understand the patient’s genetic profile and then pick the right drug at the right dose for each person. Drop the ‘one size fits all’ method. Think genetic fingerprints….

Job description This is an exciting opportunity to be a key member of a team that is researching the genomic origins of inflammatory disease and myeloid cancers.  We are studying clonal haematopoiesis or CHIP, where individuals acquire mutations in blood cells without apparent blood disease, and these mutations occur in…

A fully supported postdoc position is immediately available at the Italian Institute of Technology (IIT) in Genova-Italy. The successful candidate will  work in a multi-disciplinary team and will analyze in-house produced multi-omic data aiming to understand the role of non-coding RNAs in mediating 3D chromatin architecture in embryonic stem cells…

The University of Gothenburg tackles society’s challenges with diverse knowledge. 56 000 students and 6 600 employees make the university a large and inspiring place to work and study. Strong research and attractive study programmes attract scientists and students from around the world. With new knowledge and new perspectives, the…

Introduction Though prevalence and mortality have been declining over the last 50 years, stomach cancer remains the fifth–most frequently diagnosed and fourth-leading cause of cancer-related death globally, accounting for over 1 million new cases and 769,000 deaths globally in 2020.1 Esophageal cancer follows closely behind, ranking seventh in terms of…

We are looking for a skilled postdoctoral fellow with a computational, mathematical, statistical,  and/or bioinformatic background in genetics and functional genomics at the Institute for Molecular Medicine Finland  FIMM, Helsinki Institute of Life Science, HiLIFE in the research groups of Professor Aarno Palotie (Research Group Palotie) and Dr. Olli Pietiläinen…

IDEAYA Biosciences (NASDAQ: IDYA) is a public, clinical-stage synthetic lethality-focused precision medicine oncology company committed to the discovery and development of targeted therapeutics for patient populations selected using DNA sequencing and other molecular diagnostics. Our approach integrates extensive capabilities in identifying and validating translational biomarkers with small molecule drug discovery…

1. Introduction Charophytes, extant and fossil members of the order Charales plus the members of the extinct orders Sycidiales and Moellerinales (Schneider et al., 2015) are algae with a complex morphology, which are closely related to modern land plants (Nishiyama et al., 2018). Taxa delineation of charophytes is commonly based on morphological…

Credit: ChrisChrisW/Getty Images A study led by Icahn School of Medicine at Mount Sinai has identified and mapped methylation across a number of different genetic regions associated with Alzheimer’s disease to try and better understand how epigenetic factors may influence disease onset and progression. Alzheimer’s disease is the most common…

February 23, 2023 | Advanced machine learning provides objective tumor response assessments and unlocks novel biomarkers to predict patient outcomes; a comprehensive single-cell multi-omic solution enables the simultaneous exploration of the whole genome and whole mRNA transcriptome from the same single cell; cutting-edge generative AI models, proprietary wet-lab technologies, and…

The Chen Lab at Washington University in St Louis (WUSTL) is hiring! We are looking for postdoctoral fellows to join us to investigate the regulation and function of a special class of non-canonical RNA – circular RNA (circRNA). The Chen Lab utilizes multi-omic and high-throughput screening approaches to uncover the genomic…

10 Feb 2023 Many GWAS variants that raise Alzheimer’s disease risk lie in noncoding stretches of DNA. Do they influence transcription? The answer to this question has been hard to come by, but a new approach might help. Scientists led by Nicholas Cochran, Richard Myers, and Lindsay Rizzardi at HudsonAlpha…

RNA-Seq data Across all 250 adipose tissue samples, a total of 1780 Gb of clean reads were retained with an average of 23.7 million reads (14.6–43.5 million reads) per sample after quality control (Fig. 1a, b and Supplementary Data 1, 2). Of the total clean reads, 83.42–97.42% of reads were mapped to the…

By Michael Pisano, executive vice president, proteomics, Discovery Life Sciences In oncology, characterizing genetic markers is a powerful tool, but it only tells part of the story. A burgeoning field called proteogenomics is helping uncover downstream biomarkers that represent the functional changes resulting from gene expression that will launch research…

Researchers at the Hong Kong University of Science and Technology (HKUST) developed a novel technology which allows genomic DNA and RNA sequencing to be carried out simultaneously in single cells of both frozen and fresh tissues, and identified rare brain tumor cell “spies” disguised as normal cells with this method….

1 Introduction Cervical cancer (CC) remains the fourth most common cancer in women worldwide, with 604,127 new cases in 2020 and more than 341,831 deaths, accounting for nearly 8% of all female cancer-related deaths annually (Sung et al., 2021). This common infection-related neoplasm and its premalignant precursor are caused by high-risk…

Suresh Pisharody brings strong leadership experience honed at Illumina, Thermo Fisher Scientific, and Guardant Health to lead BioSkryb in its next phase of growth DURHAM, N.C., January 31, 2023–(BUSINESS WIRE)–BioSkryb Genomics, a pioneer in comprehensive single-cell multi-omic research solutions, has appointed Suresh Pisharody as its new CEO. Mr. Pisharody brings…

Job Description The position of Postdoctoral Fellow (PDF) in computational cancer genomics is immediately available at The Cancer Science Institute of Singapore (The National University of Singapore). This PDF will lead a newly funded project in the laboratory of Dr. Jason Pitt that will explore how germline genetics and cell-of-origin…

ReportLinker In order to serve several fields of scientific study, including biomedicine, bioinformatics—a mix of biology and information technology—links biological data with methods for information storage, dissemination, and analysis. New York, Jan. 27, 2023 (GLOBE NEWSWIRE) — Reportlinker.com announces the release of the report “Global Bioinformatics Market Size, Share &…

Fixed Term, Full Time ACSLC| $121k – $140k plus 17% employer superannuation contributions Salary Packaging opportunities Ref: JR100314 Murdoch University acknowledges the different perspectives, skills and experience that people from different backgrounds bring to strengthen its workforce. Murdoch University is committed to enhancing diversity in all its forms and strongly…

Inari embraces diversity in every aspect of our business to drive innovation and help build a new food system. Our technology matches the complexity of nature to transform seed using predictive design and multiplex gene editing – unlocking the full potential through our SEEDesign™ platform. The result is step-change products…

Overview Of Role An exciting opportunity has arisen to join a multidisciplinary team studying the regulation of protein abundance in plants: www.rothamsted.ac.uk/news/multi-million-pound-magic-conjuring-answers-one-life%E2%80%99s-basic-questions The post holder will work very closely with a lab-based postdoctoral researcher (genomics/proteomics) situated at Rothamsted Research and postdoctoral researchers (pangenome construction/statistical genetics, and proteomics, respectively) based at…

I’m a new PI at Columbia University Irving Medical Center, in the Department of Medicine, Division of Experimental Therapeutics– seeking to recruit a Postdoctoral Research Scientist. Looking for an enthusiastic individual experienced in RNA-Seq analysis (bulk and/or single-cell) and interested in cancer immunotherapy research. The candidate should have experience with…

About us We are seeking a collaborativeand self-motivated bioinformatician to work on an exciting cancer immunotherapy project, as part of the prestigious Cancer Grand Challenge initiative. The Cancer Grand Challenge awards have recently been made, and fund £20m to address major unresolved challenges in cancer research (www.ucl.ac.uk/news/2022/jun/ucl-researchers-receive-ps12m-cancer-grand-challenges ). This post…

Posted on December 20, 2022   by Vitalii Stebliankin PhD candidate Vitalii Stebliankin goes behind the scenes of his latest publication in Microbial Genomics, which introduces a novel approach to determine the microbes and their antibiotic resistance gene repertoire that contribute to dysbiosis.  Tell us a bit about yourself and your work….

Wang, J., Garancher, A., Ramaswamy, V. & Wechsler-Reya, R. J. Medulloblastoma: from molecular subgroups to molecular targeted therapies. Annu. Rev. Neurosci. 41, 207–232 (2018). Article  CAS  PubMed  Google Scholar  Cavalli, F. M. G. et al. Intertumoral heterogeneity within medulloblastoma subgroups. Cancer Cell 31, 737–754.e736 (2017). Article  CAS  PubMed  PubMed Central …

Principal Investigator, David Casero, PhD is looking for a Postdoctoral Scientist to join the team! The depth and breadth of the information generated by modern high-throughput technologies has promoted the integration of data-mining computational methods into everyday basic and clinical research. These so-called omics technologies can detect and quantify a…

Highly motivated candidates are invited to apply for a 2-year postdoctoral position (with the possibility of an extension) in the laboratory of Assoc. Professor David Gomez-Cabrero in the Biological and Environmental Sciences and Engineering (BESE) Division at the King Abdullah University of Science and Technology (KAUST) (www.kaust.edu.sa/en/study/faculty/david-gomez-cabrero). The project investigates…

Corteva Agriscience is seeking two highly capable and motivated 3 month interns to develop and deploy computational biology solutions by leveraging their knowledge of best practices to solve meaningful challenges in the areas of bioinformatics and computational biology using high performance computing.  As part of our R&D data science…

Faculty is one of Europe’s leading applied artificial intelligence companies. We build, deploy and operate AI solutions to increase our customers’ performance and help them realise their full potential. We believe that AI should be trustworthy, impactful and beneficial across society. Those principles have shaped our work with more than…

Details Posted: 14-Aug-22 Location: Los Angeles, California Type: Full-time Salary: Open Categories: Staff/Administrative Internal Number: HRC0993054 Principal Investigator, David Casero, PhD is looking for a Postdoctoral Scientist to join the team! The depth and breadth of the information generated by modern high-throughput technologies has promoted the integration of data-mining computational…

Summary The Agricultural Research Service (ARS) is the United States Department of Agriculture’s chief scientific research agency and one of the world’s premiere scientific organizations. ARS Postdoctoral Research Associates are hired to supplement a lead scientist’s research on agricultural problems of high national priority affecting American agriculture. This opportunity is…

Biochemical Sciences Location: Guildford Salary: £42,149 to £48,836 per annum Fixed Term for 4 years Post Type: Full Time Closing Date: 23.59 hours BST on Sunday 31 July 2022 Reference: 072121-R-R-R We are excited to invite applications for a four-year Dean’s Research Fellowship in the School of Biosciences (Faculty of Health and Medical Sciences)…

Summary An open position for a Postdoctoral Fellow in human molecular genetics/genomics field is available in the laboratory of Rinki Ratnapriya, Ph.D. at the Department of Ophthalmology, Baylor College of Medicine, Houston, TX. The Ratnapriya lab focuses on harnessing the power of genomic technologies to address translational and clinical bioinformatic…

Sallusto, F. & Lanzavecchia, A. Heterogeneity of CD4+ memory T cells: functional modules for tailored immunity. Eur. J. Immunol. 39, 2076–2082 (2009). CAS  PubMed  Article  Google Scholar  Swain, S. L., McKinstry, K. K. & Strutt, T. M. Expanding roles for CD4+ T cells in immunity to viruses. Nat. Rev. Immunol….

Details Posted: 03-May-22 Location: Chicago, Illinois Type: Full-time Salary: Open Categories: Research – Laboratory/Non-Laboratory Staff/Administrative Location: Hyde Park Campus Job Description: Provides technical expertise in the selection, validation, and implementation of the appropriate internal and external data analytic and bioinformatic solutions needed to analyze specimens, process and integrate data, and…

Tumors are complicated. Scientists can examine individual tumor cells and find varying patterns of gene expression. Sample those same locations again at a later time, and new patterns may emerge. Multiply these experiments by dozens of locations, thousands of genes, and several time points, and now there is a huge…

** Bioinformatics Scientist for Whole Genome and Whole Exome Sequencing ** The NeuroGenomics and Informatics (NGI) Center lead by Dr. Carlos Cruchaga at Washington University School of Medicine is recruiting a Bioinformatics Scientist to work on Whole Genome and Whole Exome Sequencing. We are seeking an experienced, self-motivated, self-driven scientist…

MOUNTAIN VIEW, Calif.–(BUSINESS WIRE)–#Bioinformatics—DNAnexus, Inc., a leading provider of cloud-based biomedical data analysis software serving the life sciences community, today announced a $200 million financing round to accelerate the global adoption of its technology, translating the world’s complex multi-omics and clinical data into tangible insights and personalized treatments. The round…

Summary The Agricultural Research Service (ARS) is the United States Department of Agriculture’s chief scientific research agency and one of the world’s premiere scientific organizations. ARS Postdoctoral Research Associates are hired to supplement a lead scientist’s research on agricultural problems of high national priority affecting American agriculture. **ANNOUNCEMENT IS OPEN…

An open position for a Postdoctoral Fellow in human molecular genetics/genomics field is available in the laboratory of Rinki Ratnapriya, Ph.D. at the Department of Ophthalmology, Baylor College of Medicine, Houston, TX. The successful applicant will work on functional characterization of AMD-GWAS signals to understand the molecular basis of observed…

1. Okabe, Y. & Medzhitov, R. Tissue biology perspective on macrophages. Nat. Immunol. 17, 9–17 (2016). CAS PubMed  Google Scholar  2. Xia, C., Fan, J., Emanuel, G., Hao, J. & Zhuang, X. Spatial transcriptome profiling by MERFISH reveals subcellular RNA compartmentalization and cell cycle-dependent gene expression. Proc. Natl Acad. Sci. USA…

#114267 Sr. Bioinformatics Scientist-Project Manager Filing Deadline: Mon 2/14/2022 UCSD Layoff from Career Appointment: Apply by 02/02/2022 for consideration with preference for rehire. All layoff applicants should contact their Employment Advisor. Special Selection Applicants: Apply by 02/14/2022. Eligible Special Selection clients should contact their Disability Counselor for assistance. The UCSD…

Reports to: Samra Turajlic [C] Job Description: Project summary An exciting opportunity to be part of a pioneering biomedical research institute, dedicated to innovation and science, in the laboratory of Samra Turajlic (Cancer Dynamics, www.crick.ac.uk/research/labs/samra-turajlic). We are seeking a highly collaborative and self-motivated post-doctoral bioinformatician to work within our comprehensive…

About DermTech: At DermTech, we believe there’s a better way to treat your skin, and we’re using technology, innovation, and data to fundamentally change the way the world practices dermatology. We have developed technology that assesses your skin at the RNA and DNA level, so we can see signs of…

Invitae is dedicated to bringing comprehensive genetic information into mainstream medicine to improve healthcare for billions of people. Our team is driven to make a difference for the patients we serve. We are leading the transformation of the genetics industry, by making genetic testing affordable and accessible for everyone to…

About Champions Oncology Champions Oncology, Inc. provides an end-to-end range of research and development solutions and services that improve the productivity of oncology drug development. Using both in vitro to in vivo testing platforms companies can leverage the expertise at Champions Oncology to help guide decision making for clinical development…

Senior Bioinformatics Scientist *The company is offering flexible working options* I am working with a biotech company in Cambridge who is looking for a Senior Bioinformatics Scientist to join their growing Bioinformatics team. The company focus on identifying and developing cancer treatments by exploiting targets within DNA damage response (DDR)….

DOI: 10.18129/B9.bioc.HarmonizedTCGAData     This package is for version 3.10 of Bioconductor; for the stable, up-to-date release version, see HarmonizedTCGAData. Processed Harmonized TCGA Data of Five Selected Cancer Types Bioconductor version: 3.10 This package contains the processed harmonized TCGA data of five cancer types used in “Tianle Ma and Aidong…

The Knott Laboratory at Cedars-Sinai Medical Center is seeking to hire a highly motivated computational scientist to fill the position of Research Bioinformatician II!This position provides excellent opportunities for continued scientific development and contributions at the interface between research and clinical translation in dynamic laboratory environments. At the Knott laboratory,…

Research Bioinformatician II – Knott Lab – Bioinformatics & Functional Genomics Apply Now Share Requisition # HRC0654414 The Knott Laboratory at Cedars-Sinai Medical Center is seeking to hire a highly motivated computational scientist to fill the position of Research Bioinformatician II! This position provides excellent…

September 1, 2021 | Harvard-Israel and Sema4-Avera launch precision medicine partnerships, Rice announces new Genetic Design and Engineering Center, Foundation Medicine partners with Epic, and Amgen and USC provide cryo-TEMs. Plus new products from BioIVT, BD.   Pluto Biosciences has launched its cloud-based, collaborative life sciences platform that leverages technology…

Bioinformatics Analyst I – (21000154) The Institute for Genome Sciences (IGS) is recruiting for a Bioinformatics Analyst I . Comprised of an inter-disciplinary, multi-department team of investigators, IGS employs multiple omics and bioinformatics approaches to understand function in health and disease, to study molecular and cellular networks in a variety…

Discover Your Career at Emory University Emory University is a leading research university that fosters excellence and attracts world-class talent to innovate today and prepare leaders for the future . We welcome candidates who can contribute to the diversity and excellence of our academic community. Job Description Description Maintains software,…

Who we are: At PrognomiQ, we aim to transform healthcare by generating and using systems biology data to develop and commercialize tests for early detection and treatment of cancer and other complex diseases. PrognomiQ leverages leading proteomics technology, including the Proteograph product suite from Seer, as part of a multi-omics…

Job Description Position Summary  The cost to sequence a human genome is rapidly decreasing and will approach $100 in the coming years. This is driving the creation of multi-omic data sets, population sequencing of multi-million sample human cohorts, gene expression profiles of millions of cells from a single sample, experiments…