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tong-s_must_read_list

papers read list about biology, bioinformatics, and others

bioinformatics

Title Year Link Code Note
Profile hidden Markov models 1998 Bioinformatics HMM applications review
A review of UMAP in population genetics 2021 Journal of Human Genetics github UMAP application review

Biodiversity

Title Year Link Code Note
Improved OTU-picking using long-read 16S rRNA gene amplicon sequencing and generic hierarchical clustering 2015 Microbiome TGS pipeline
Comparison of Methods for Picking the Operational Taxonomic Units From Amplicon Sequences 2021 Frontiers in Micorbiology 4 type clustering method and 33 tools in timeline
The impact of intragenomic rRNA variation on metabarcoding-derived diversity estimates: A case study from marine nematodes 2020 Environmental DNA github marine nematodes metabarcoding
DNA metabarcoding marker choice skews perception of marine eukaryotic biodiversity 2021 Environmental DNA Evaluate marker
pr2-primers: An 18S rRNA primer database for protists 2021 Molecular ecology resources protist primer database
Who Is Where in Marine Food Webs? A Trait-Based Analysis of Network Positions 2021 Frontiers in Marine Science network
Trophic level drives the host microbiome of soil invertebrates at a continental scale 2021 Microbiome host microbiome
Environmental DNA gives comparable results to morphology-based indices of macroinvertebrates in a large-scale ecological assessment 2021 Plos One macroinvertebrates eDNA
Picophytoplankton size and biomass around equatorial eastern Indian Ocean 2021 Microbiology Open Eastern Indian Ocean Picophytoplankton
BiomeHorizon: visualizing microbiome time series data in R 2021 bioRxiv github R package visualization
Strategies for sample labelling and library preparation in DNA metabarcoding studies 2021 Molecular Ecology Resources Compare experimental methods
SCRAPP: A tool to assess the diversity of microbial samples from phylogenetic placements 2021 Molecular Ecology Resources github diversity distribution clustering
Characterization of putative circular plasmids in sponge-associated bacterial communities using a selective multiply-primed rolling circle amplification 2021 Molecular Ecology Resources RCA host microbiome sponge
The quest for absolute abundance: The use of internal standards for DNA-based community ecology 2021 Molecular Ecology Resources absolute abundance

Single cell

Title Year Link Code Note
Droplet-based Single-cell Total RNA-seq Reveals Differential Non-Coding Expression and Splicing Patterns during Mouse Development 2021 bioRxiv github_1 github_2 github_3 full length scRNA-seq
Cells of the human intestinal tract mapped across space and time 2021 Nature github_1 github_2 github_3 gut
Diet-induced alteration of intestinal stem cell function underlies obesity and prediabetes in mice 2021 Nature Metabolism github gut lineage relations
The Specious Art of Single-Cell Genomics 2021 bioRxiv github MCML batter than t-SNE and UMAP

Rhythm

Title Year Link Code Note
Clock Mutants of Drosophila melanogaster 1971 Procedings of the National Academy of Sciences Rhythm key gene

Ai

Title Year Link Code Note
Deep learning to analyse microscopy images 2021 Biochemist github Image segment and denoise
Biologically informed deep neural network for prostate cancer discovery 2021 Nature github Predict cancer state

TGS

Title Year Link Code Note
PacBio sequencing output increased through uniform and directional fivefold concatenation 2021 Scientific Reports github PacBio accuracy improve

Seamount

Title Year Link Code Note
Identification of representative seamount areas in the offshore Pacific bioregion, Canada 2021 Canadian Science Advisory Secretariat Science Advisory Report Northeast Pacific seamounts

Environmental stress and biological adaptation

Title Year Link Code Note
Interactive Effects of Hypoxia and Temperature on Coastal Pelagic Zooplankton and Fish 2019 Frontiers in Marine Science Hypoxia and Temperature stress on Zooplankton and Fish

Physical oceanographic interpretation of biology

Title Year Link Code Note
Sinking enhances the degradation of organic particles by marine bacteria 2021 Nature Geoscience zenodo_1 zenodo_2 Organic particles degradation

COVID-19

Title Year Link Code Note
Identifying The "Core" Transcriptome of SARS-CoV-2 Infected Cells 2021 bioRxiv RNA-seq

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