Computational methods in tumor immunology.

Abstract:

:The remarkable success of cancer immunotherapies, especially the checkpoint blocking antibodies, in a subset of patients has reinvigorated the study of tumor-immune crosstalk and its role in heterogeneity of response. High-throughput sequencing and imaging technologies can help recapitulate various aspects of the tumor ecosystem. Computational approaches provide an arsenal of tools to efficiently analyze, quantify and integrate multiple parameters of tumor immunity mined from these diverse but complementary high-throughput datasets. This chapter describes numerous such computational approaches in tumor immunology that leverage high-throughput data from diverse sources (genomic, transcriptomics, epigenomics and digitized histopathology images) to systematically interrogate tumor immunity in context of its microenvironment, and to identify mechanisms that confer resistance or sensitivity to cancer therapies, in particular immunotherapy.

journal_name

Methods Enzymol

journal_title

Methods in enzymology

authors

Bhinder B,Elemento O

doi

10.1016/bs.mie.2020.01.001

subject

Has Abstract

pub_date

2020-01-01 00:00:00

pages

209-259

eissn

0076-6879

issn

1557-7988

pii

S0076-6879(20)30023-9

journal_volume

636

pub_type

杂志文章
  • Biochemical pathway modeling tools for drug target detection in cancer and other complex diseases.

    abstract::In the near future, computational tools and methods based on the mathematical modeling of biomedically relevant networks and pathways will be necessary for the design of therapeutic strategies that fight complex multifactorial diseases. Beyond the use of pharmacokinetic and pharmacodynamic approaches, we propose here ...

    journal_title:Methods in enzymology

    pub_type: 杂志文章

    doi:10.1016/B978-0-12-381270-4.00011-1

    authors: Marin-Sanguino A,Gupta SK,Voit EO,Vera J

    更新日期:2011-01-01 00:00:00

  • The arachidonate-dependent survival signaling preventing toxicity in monocytes/macrophages exposed to peroxynitrite.

    abstract::Cells belonging to the monocyte/macrophage lineage are in general highly resistant to peroxynitrite. Resistance is not dependent on the scavenging of peroxynitrite itself, or of other secondary reactive species, but is rather associated with the prompt activation of a survival signaling leading to the prevention of to...

    journal_title:Methods in enzymology

    pub_type: 杂志文章

    doi:10.1016/S0076-6879(08)01205-6

    authors: Cantoni O,Tommasini I,Cerioni L

    更新日期:2008-01-01 00:00:00

  • Least squares in calibration: weights, nonlinearity, and other nuisances.

    abstract::In the least-squares fitting of data, there is a unique answer to the question of how the data should be weighted: inversely as their variance. Any other weighting gives less than optimal efficiency and leads to unreliable estimates of the parameter uncertainties. In calibration, knowledge of the data variance permits...

    journal_title:Methods in enzymology

    pub_type: 杂志文章

    doi:10.1016/S0076-6879(08)03810-X

    authors: Tellinghuisen J

    更新日期:2009-01-01 00:00:00

  • Multistate protein design using CLEVER and CLASSY.

    abstract::Structure-based protein design is a powerful technique with great potential. Challenges in two areas limit performance: structure scoring and sequence-structure searching. Many of the functions used to describe the relationship between protein sequence and energy are computationally expensive to evaluate, and the spac...

    journal_title:Methods in enzymology

    pub_type: 杂志文章

    doi:10.1016/B978-0-12-394292-0.00008-4

    authors: Negron C,Keating AE

    更新日期:2013-01-01 00:00:00

  • Visualizing the brain's astrocytes.

    abstract::Astrocytes are the most abundant cell type in the brain and are a crucial part of solving its mysteries. Originally assumed to be passive supporting cells, astrocyte's functions are now recognized to include active modulation and information processing at the neural synapse. The full extent of the astrocyte contributi...

    journal_title:Methods in enzymology

    pub_type: 杂志文章

    doi:10.1016/bs.mie.2019.02.006

    authors: Preston AN,Cervasio DA,Laughlin ST

    更新日期:2019-01-01 00:00:00

  • Changing paradigms in thiology from antioxidant defense toward redox regulation.

    abstract::The history of free radical biochemistry is briefly reviewed in respect to major trend shifts from the focus on radiation damage toward enzymology of radical production and removal and ultimately the role of radicals, hydroperoxides, and related fast reacting compounds in metabolic regulation. Selected aspects of the ...

    journal_title:Methods in enzymology

    pub_type: 杂志文章,评审

    doi:10.1016/S0076-6879(10)73001-9

    authors: Flohé L

    更新日期:2010-01-01 00:00:00

  • Fluorescence line narrowing spectroscopy: a tool for studying proteins.

    abstract::Perhaps the most important contribution of FLN is that it provides an experimental approach to relate physical changes in the protein to predicted dynamical behavior. It is clear that the sample is inhomogeneously broadened in a continuous manner, consistent with the damped motion of proteins. At the same time configu...

    journal_title:Methods in enzymology

    pub_type: 杂志文章,评审

    doi:10.1016/s0076-6879(97)78007-8

    authors: Vanderkooi JM,Angiolillo PJ,Laberge M

    更新日期:1997-01-01 00:00:00

  • Production and properties of monoclonal antibodies to guinea pig Ia antigens.

    abstract::Although the use of monoclonal antibodies to characterize the Ia antigen system is still in its infancy, the usefulness of this approach is clearly apparent. Since xenogeneic immunization can be used to generate these antibodies, the chances are good that a greater variety of Ia types and determinants will be detected...

    journal_title:Methods in enzymology

    pub_type: 杂志文章

    doi:10.1016/0076-6879(83)92010-4

    authors: Zweig SE,Shevach EM

    更新日期:1983-01-01 00:00:00

  • Transcript analysis of stem cells.

    abstract::Quantitative real-time polymerase chain reaction (qRT-PCR) is a flexible and scalable method for analyzing transcript abundance that can be used at a single gene or high-throughput (>100 genes) level. Information obtained from this technique can be used as an indicator of potential regulation of glycosylation at the t...

    journal_title:Methods in enzymology

    pub_type: 杂志文章

    doi:10.1016/S0076-6879(10)79004-2

    authors: Nairn AV,dela Rosa M,Moremen KW

    更新日期:2010-01-01 00:00:00

  • Measurement of inverse agonism in β-adrenoceptors.

    abstract::Increasing numbers of compounds, previously classified as antagonists, were shown to inhibit this spontaneous or constitutive receptor activity, instead of leave it unaffected as expected for a formal antagonist. In addition, some other antagonists did not have any effect by themselves, but prevented the inhibition of...

    journal_title:Methods in enzymology

    pub_type: 杂志文章

    doi:10.1016/B978-0-12-381296-4.00003-8

    authors: Taira CA,Monczor F,Höcht C

    更新日期:2010-01-01 00:00:00

  • Protein derivitization-expressed protein ligation.

    abstract::Expressed protein ligation (EPL) combines two methods to ligate a synthetic peptide to a recombinant protein. Native chemical ligation (NCL) is a process in which two synthesized peptides are ligated by reaction of a C-terminal thioester on one peptide with an N-terminal cysteine residue of another protein. The chemis...

    journal_title:Methods in enzymology

    pub_type: 杂志文章

    doi:10.1016/B978-0-12-420070-8.00009-X

    authors: Mitchell SF,Lorsch JR

    更新日期:2014-01-01 00:00:00

  • Membrane protein expression and analysis in yeast.

    abstract::This protocol describes the expression and analysis of membrane proteins produced in yeast, as illustrated with Yarrowia lipolytica and Pichia pastoris. Step by step, we explain how to generate a yeast strain expressing the membrane protein of interest, how to prepare a membrane protein sample from yeast, and how to a...

    journal_title:Methods in enzymology

    pub_type: 杂志文章

    doi:10.1016/bs.mie.2014.12.010

    authors: Claes K,Guerfal M,Callewaert N

    更新日期:2015-01-01 00:00:00

  • Using Drosophila for Studies of Intermediate Filaments.

    abstract::Drosophila melanogaster is a useful organism for determining protein function and modeling human disease. Drosophila offers a rapid generation time and an abundance of genomic resources and genetic tools. Conservation in protein structure, signaling pathways, and developmental processes make studies performed in Droso...

    journal_title:Methods in enzymology

    pub_type: 杂志文章

    doi:10.1016/bs.mie.2015.08.028

    authors: Bohnekamp J,Cryderman DE,Thiemann DA,Magin TM,Wallrath LL

    更新日期:2016-01-01 00:00:00

  • UDP-glucuronosyltransferases: gene structures of UGT1 and UGT2 families.

    abstract::In human, rat, and mice, a UGT1 complex locus provides for developmental-, inducer-, and cell-specific synthesis of a family of chemical-detoxifying isozymes, UDP-glucuronosyltransferases, which prevent toxicities, mutagenesis, and/or carcinogenesis. Between 10 and 14 first exons with individual promoter elements are ...

    journal_title:Methods in enzymology

    pub_type: 杂志文章,评审

    doi:10.1016/S0076-6879(05)00001-7

    authors: Owens IS,Basu NK,Banerjee R

    更新日期:2005-01-01 00:00:00

  • Purification and Structural Analysis of Desmoplakin.

    abstract::Desmoplakin (DP) is an obligate component of desmosomes, where it links the desmosomal cadherin/plakoglobin/plakophilin assembly to intermediate filaments. DP contains a large amino-terminal domain (DPNT) that binds to the cadherin/plakoglobin/plakophilin complex, a central coiled-coil domain that dimerizes the molecu...

    journal_title:Methods in enzymology

    pub_type: 杂志文章

    doi:10.1016/bs.mie.2015.05.006

    authors: Choi HJ,Weis WI

    更新日期:2016-01-01 00:00:00

  • Chemical Exchange.

    abstract::The phenomenon of chemical or conformational exchange in NMR spectroscopy has enabled detailed characterization of time-dependent aspects of biomolecular function, including folding, molecular recognition, allostery, and catalysis, on timescales from microsecond to second. Importantly, NMR methods based on a variety o...

    journal_title:Methods in enzymology

    pub_type: 杂志文章

    doi:10.1016/bs.mie.2018.09.028

    authors: Palmer AG 3rd,Koss H

    更新日期:2019-01-01 00:00:00

  • Recombinant TRAIL and TRAIL receptor analysis.

    abstract::Death receptors are a subgroup of the tumor necrosis factor receptor superfamily (TNFRSF) and mediate activation of what is widely known as the "extrinsic" apoptosis pathway. TRAIL (tumor necrosis factor-related apoptosis-inducing ligand) is one of the most recent death receptor ligands identified. The TRAIL receptor ...

    journal_title:Methods in enzymology

    pub_type: 杂志文章

    doi:10.1016/S0076-6879(08)01618-2

    authors: Harper N,MacFarlane M

    更新日期:2008-01-01 00:00:00

  • Retinoic acid and microRNA.

    abstract::Retinoic acid (RA), the biologically active metabolite of vitamin A, regulates a vast spectrum of biological processes, such as cell differentiation, proliferation, apoptosis, and morphogenesis. microRNAs (miRNAs) play a crucial role in regulating gene expression by binding to messenger RNA (mRNA) which leads to mRNA ...

    journal_title:Methods in enzymology

    pub_type: 杂志文章

    doi:10.1016/bs.mie.2020.02.009

    authors: Wang L,Rohatgi AP,Wan YY

    更新日期:2020-01-01 00:00:00

  • Lentiviral delivery of RNAi in hippocampal neurons.

    abstract::The breakthrough discovery that double-stranded RNA of 21 nucleotides in length (referred to as short or small interfering RNA; siRNA) can trigger sequence-specific gene silencing in mammalian cells has led to the development of a powerful new approach to study gene function (Dillon et al., 2005; Dykxhoorn et al., 200...

    journal_title:Methods in enzymology

    pub_type: 杂志文章

    doi:10.1016/S0076-6879(06)06046-0

    authors: Janas J,Skowronski J,Van Aelst L

    更新日期:2006-01-01 00:00:00

  • Microsealed drug delivery systems: fabrications and performance.

    abstract::The Microsealed Drug Delivery (MDD) system was developed to achieve several objectives: to maximize the bioavailability of a therapeutic agent in a target tissue; to minimize the adverse side effects of a therapeutic agent or its metabolites; to optimize the onset, rate, and duration of drug delivery; to maintain the...

    journal_title:Methods in enzymology

    pub_type: 杂志文章

    doi:10.1016/s0076-6879(85)12036-7

    authors: Chien YW

    更新日期:1985-01-01 00:00:00

  • Quantifying protein-protein interactions of the acyl carrier protein with solvatochromic probes.

    abstract::Protein-protein interactions (PPIs) are universal to life and their study and understanding is critical to drug discovery and bioengineering efforts. Historically, X-ray crystallography, isothermal titration calorimetry and other biophysical methods have been used to study PPIs, but can be costly and are low throughpu...

    journal_title:Methods in enzymology

    pub_type: 杂志文章

    doi:10.1016/bs.mie.2020.03.016

    authors: Charov K,Burkart MD

    更新日期:2020-01-01 00:00:00

  • Combining Evolutionary Covariance and NMR Data for Protein Structure Determination.

    abstract::Accurate protein structure determination by solution-state NMR is challenging for proteins greater than about 20kDa, for which extensive perdeuteration is generally required, providing experimental data that are incomplete (sparse) and ambiguous. However, the massive increase in evolutionary sequence information coupl...

    journal_title:Methods in enzymology

    pub_type: 杂志文章

    doi:10.1016/bs.mie.2018.11.004

    authors: Huang YJ,Brock KP,Ishida Y,Swapna GVT,Inouye M,Marks DS,Sander C,Montelione GT

    更新日期:2019-01-01 00:00:00

  • Preparation, Biochemical Analysis, and Structure Determination of the Bromodomain, an Acetyl-Lysine Binding Domain.

    abstract::The bromodomain (BrD) represents an evolutionarily conserved protein domain whose function mostly is to recognize acetylated lysine residues in histones and nuclear proteins in regulation of gene transcription in chromatin. The highly conserved BrD structure features an unusual left-handed, antiparallel four-helix bun...

    journal_title:Methods in enzymology

    pub_type: 杂志文章

    doi:10.1016/bs.mie.2016.01.018

    authors: Ren C,Zeng L,Zhou MM

    更新日期:2016-01-01 00:00:00

  • Analysis of drug-DNA binding isotherms: a Monte Carlo approach.

    abstract::Monte Carlo simulations of neighbor exclusion models have been used to demonstrate the importance of collecting and fitting data over a wide range of saturation. Low saturation data are important for good estimates of the affinity K of a drug or protein for the lattice site. High saturation data are important for dist...

    journal_title:Methods in enzymology

    pub_type: 杂志文章

    doi:10.1016/s0076-6879(94)40065-2

    authors: Correia JJ,Chaires JB

    更新日期:1994-01-01 00:00:00

  • Analysis of autophagy during infections of Cryptococcus neoformans.

    abstract::Cryptococcus neoformans is a yeastlike fungus that causes a lethal meningoencephalitis in a broad spectrum of immunocompromised patients and has become the most common cause of meningitis due to AIDS-related infections in Africa. Key to the development of new agents to control and prevent this infection is the identif...

    journal_title:Methods in enzymology

    pub_type: 杂志文章

    doi:10.1016/S0076-6879(08)03222-9

    authors: Hu G,Gibbons J,Williamson PR

    更新日期:2008-01-01 00:00:00

  • Ribozyme- and siRNA-mediated suppression of RGS-containing RhoGEF proteins.

    abstract::Given recent efforts to determine the sequence information on thousands of genes in the human genome, the current challenge is to identify the functions of these genes, including those encoding the regulator of G-protein signaling protein gene superfamily, and to establish their roles in particular signaling pathways ...

    journal_title:Methods in enzymology

    pub_type: 杂志文章,评审

    doi:10.1016/S0076-6879(04)89015-3

    authors: Wang Q,Liu M,Kozasa T,Rothestein JD,Sternweis PC,Neubig RR

    更新日期:2004-01-01 00:00:00

  • Protein labeling for FRET with methoxycoumarin and acridonylalanine.

    abstract::Site-specific protein labeling can be used to monitor protein motions and interactions in real time using Förster resonance energy transfer (FRET). While there are many fluorophores available for protein labeling, few FRET pairs are suitable for monitoring intramolecular protein motions without being disruptive to pro...

    journal_title:Methods in enzymology

    pub_type: 杂志文章

    doi:10.1016/bs.mie.2020.04.008

    authors: Jones CM,Venkatesh Y,Petersson EJ

    更新日期:2020-01-01 00:00:00

  • In-solution digestion of proteins for mass spectrometry.

    abstract::Mass spectrometry (MS) has gradually replaced classical methods as a major tool in protein sequencing and characterization. However, the sample preparation repertoire has not changed very much; it has just been adjusted to the needs of the new analytical method. In this chapter frequently used in-solution enzymatic di...

    journal_title:Methods in enzymology

    pub_type: 杂志文章

    doi:10.1016/S0076-6879(05)05003-2

    authors: Medzihradszky KF

    更新日期:2005-01-01 00:00:00

  • Purification and reconstitution of PYP-phytochrome with biliverdin and 4-hydroxycinnamic acid.

    abstract::PYP-phytochrome (Ppr) is a unique photoreceptor that contains a blue light-absorbing photoactive yellow protein (PYP) domain, a red light-absorbing phytochrome domain, and a histidine kinase domain. This chapter describes overexpression of Ppr in a strain of Escherichia coli that allows covalent attachment of substoic...

    journal_title:Methods in enzymology

    pub_type: 杂志文章

    doi:10.1016/S0076-6879(06)22009-3

    authors: Chung YH,Masuda S,Bauer CE

    更新日期:2007-01-01 00:00:00

  • Yeast model systems for examining nitrogen oxide biochemistry/signaling.

    abstract::The yeast Saccharomyces cerevisiae is an ideal model system for examining fundamental nitrogen oxide biochemistry. The utility of this model system lies in both the similarities and the differences between yeast and mammalian cells. The similarities between the two systems, with regards to many of the fundamental bioc...

    journal_title:Methods in enzymology

    pub_type: 杂志文章

    doi:10.1016/S0076-6879(05)96025-4

    authors: Shinyashiki M,Lopez BE,Rodriguez CE,Fukuto JM

    更新日期:2005-01-01 00:00:00