Luis Pedro Coelho

Work

Queensland University of Technology

Australia

Queensland University of Technology
|

Group Leader

Australia

Fudan University
|

Junior PI

China

European Molecular Biology Laboratory
|

Postdoctoral researcher

Germany

Education

Carnegie Mellon University
United States of America

PhD

Publications

AI-Driven Antimicrobial Peptide Discovery: Mining and Generation

Summary

preprint

AEMB: efficient abundance estimation for metagenomic binning

Summary

preprint

AI-Driven Antimicrobial Peptide Discovery

Published by

Accounts of Chemical Research

Summary

journal-article

argNorm: normalization of antibiotic resistance gene annotations to the Antibiotic Resistance Ontology (ARO)

Published by

Bioinformatics

Summary

journal-article

A census of hidden and discoverable microbial diversity beyond genome-centric approaches

Summary

preprint

A catalog of small proteins from the global microbiome

Published by

Nature Communications

Summary

journal-article

Discovery of antimicrobial peptides in the global microbiome with machine learning

Published by

Cell

Summary

journal-article

Challenges in computational discovery of bioactive peptides in 'omics data

Published by

Proteomics

Summary

journal-article

Challenges in computational discovery of bioactive peptides in ’omics data

Published by

PROTEOMICS

Summary

journal-article

A global survey of prokaryotic genomes reveals the eco-evolutionary pressures driving horizontal gene transfer

Published by

Nature Ecology and Evolution

Summary

journal-article

A global survey of prokaryotic genomes reveals the eco-evolutionary pressures driving horizontal gene transfer

Published by

Nature Ecology & Evolution

Summary

journal-article

For long-term sustainable software in bioinformatics

Published by

PLoS Computational Biology

Summary

journal-article

For long-term sustainable software in bioinformatics

Published by

PLOS Computational Biology

Summary

journal-article

Functional and evolutionary significance of unknown genes from uncultivated taxa

Published by

Nature

Summary

journal-article

Ubiquity of inverted ’gelatinous’ ecosystem pyramids in the global ocean

Summary

preprint

Quest for Orthologs in the Era of Biodiversity Genomics

Published by

Genome Biology and Evolution

Summary

journal-article

Quest for Orthologs in the Era of Biodiversity Genomics

Published by

Genome Biology and Evolution

Summary

journal-article

argNorm: Normalization of antibiotic resistance gene annotations to the Antibiotic Resistance Ontology (ARO)

Summary

report

A catalog of small proteins from the global microbiome

Published by

Nature Communications

Summary

journal-article

Evidence of a causal and modifiable relationship between kidney function and circulating trimethylamine N-oxide

Published by

Nature Communications

Summary

journal-article

SPIRE: a Searchable, Planetary-scale mIcrobiome REsource

Summary

other

Towards monitoring of antimicrobial resistance in the environment

Published by

Environment International

Summary

journal-article

ResFinderFG v2.0

Published by

Nucleic Acids Research

Summary

journal-article

A catalogue of small proteins from the global microbiome

Summary

preprint

SemiBin2: self-supervised contrastive learning leads to better MAGs for short- and long-read sequencing

Summary

preprint

ResFinderFG v2.0: a database of antibiotic resistance genes obtained by functional metagenomics

Published by

Nucleic Acids Research

Summary

journal-article

SemiBin2: self-supervised contrastive learning leads to better MAGs for short- and long-read sequencing

Published by

Bioinformatics

Summary

journal-article

ResFinderFG v2.0: a database of antibiotic resistance genes obtained by functional metagenomics

Published by

Nucleic Acids Research

Summary

journal-article

Microbially Produced Imidazole Propionate Is Associated With Heart Failure and Mortality

Published by

JACC: Heart Failure

Summary

journal-article

SemiBin2: self-supervised contrastive learning leads to better MAGs for short- and long-read sequencing

Published by

Bioinformatics

Summary

journal-article

SemiBin2

Published by

Bioinformatics

Summary

journal-article

SemiBin2: self-supervised contrastive learning leads to better MAGs for short- and long-read sequencing

Published by

bioRxiv

Summary

other

Software testing in microbial bioinformatics: a call to action

Published by

Microbial Genomics

Summary

journal-article

ResFinderFG v2.0: a database of antibiotic resistance genes obtained by functional metagenomics

Summary

preprint

ResFinderFG v2.0: a database of antibiotic resistance genes obtained by functional metagenomics

Published by

bioRxiv

Summary

other

Microbiome and metabolome features of the cardiometabolic disease spectrum

Published by

Nature Medicine

Summary

journal-article

A deep siamese neural network improves metagenome-assembled genomes in microbiome datasets across different environments

Published by

Nature Communications

Summary

journal-article

A deep siamese neural network improves metagenome-assembled genomes in microbiome datasets across different environments

Published by

Nature Communications

Summary

journal-article

A deep siamese neural network improves metagenome-assembled genomes in microbiome datasets across different environments

Published by

Nature Communications

Summary

journal-article

metaMIC: reference-free misassembly identification and correction of de novo metagenomic assemblies

Published by

Genome Biology

Summary

journal-article

metaMIC: reference-free misassembly identification and correction of de novo metagenomic assemblies

Published by

Genome Biology

Summary

journal-article

EXPERT: transfer learning-enabled context-aware microbial community classification

Published by

Briefings in Bioinformatics

Summary

journal-article

EXPERT: transfer learning-enabled context-aware microbial community classification

Published by

Briefings in Bioinformatics

Summary

journal-article

Drivers and determinants of strain dynamics following fecal microbiota transplantation

Published by

Nature Medicine

Summary

journal-article

Drivers and determinants of strain dynamics following fecal microbiota transplantation

Published by

Nature Medicine

Summary

journal-article

Landscape of mobile genetic elements and their antibiotic resistance cargo in prokaryotic genomes

Published by

Nucleic Acids Research

Summary

journal-article

Landscape of mobile genetic elements and their antibiotic resistance cargo in prokaryotic genomes

Published by

Nucleic Acids Research

Summary

journal-article

Microbiome and metabolome features of the cardiometabolic disease spectrum

Published by

Nature Medicine

Summary

journal-article

Towards the biogeography of prokaryotic genes

Published by

Nature

Summary

journal-article

Towards the biogeography of prokaryotic genes

Published by

Nature

Summary

journal-article

Towards the biogeography of prokaryotic genes

Published by

Nature

Summary

journal-article

Evidence of a causal and modifiable relationship between kidney function and circulating trimethylamine N-oxide with implications for heart and kidney disorders

Published by

medRxiv

Summary

other

Functional and evolutionary significance of unknown genes from uncultivated taxa

Published by

bioRxiv

Summary

other

Impairment of gut microbial biotin metabolism and host biotin status in severe obesity

Published by

Gut

Summary

journal-article

Impairment of gut microbial biotin metabolism and host biotin status in severe obesity: Effect of biotin and prebiotic supplementation on improved metabolism

Published by

Gut

Summary

journal-article

Software testing in microbial bioinformatics

Published by

Microbial Genomics

Summary

journal-article

Software testing in microbial bioinformatics: a call to action

Published by

Microbial Genomics

Summary

journal-article

Metagenomic assessment of the global diversity and distribution of bacteria and fungi

Published by

Environmental Microbiology

Summary

journal-article

Combinatorial, additive and dose-dependent drug–microbiome associations

Published by

Nature

Summary

journal-article

Metagenomic assessment of the global diversity and distribution of bacteria and fungi

Published by

Environmental Microbiology

Summary

journal-article

EXPERT: Transfer Learning-enabled context-aware microbial source tracking

Published by

bioRxiv

Summary

other

metaMIC: Reference-free Misassembly Identification and Correction of de novo metagenomic assemblies

Published by

bioRxiv

Summary

other

GUNC: detection of chimerism and contamination in prokaryotic genomes

Published by

Genome Biology

Summary

journal-article

GUNC: detection of chimerism and contamination in prokaryotic genomes

Published by

Genome Biology

Summary

journal-article

Drivers and Determinants of Strain Dynamics Following Faecal Microbiota Transplantation

Summary

other

Drivers and determinants of strain dynamics following faecal microbiota transplantation

Published by

bioRxiv

Summary

other

SemiBin: Incorporating information from reference genomes with semi-supervised deep learning leads to better metagenomic assembled genomes (MAGs)

Summary

other

SemiBin: Incorporating information from reference genomes with semi-supervised deep learning leads to better metagenomic assembled genomes (MAGs)

Published by

bioRxiv

Summary

other

Combinatorial, additive and dose-dependent drug-microbiome associations

Published by

Nature

Summary

journal-article

Imidazole propionate is increased in diabetes and associated with dietary patterns and altered microbial ecology

Published by

Nature Communications

Summary

journal-article

Imidazole propionate is increased in diabetes and associated with dietary patterns and altered microbial ecology

Published by

Nature Communications

Summary

journal-article

Voices of the new generation

Published by

Nature Reviews Molecular Cell Biology

Summary

journal-article

Voices of the new generation: science in a state of benign confusion

Published by

Nature Reviews Molecular Cell Biology

Summary

journal-article

Voices of the new generation: science in a state of benign confusion

Published by

Nature Reviews Molecular Cell Biology

Summary

journal-article

Statin therapy is associated with lower prevalence of gut microbiota dysbiosis

Published by

Nature

Summary

journal-article

Statin therapy is associated with lower prevalence of gut microbiota dysbiosis

Published by

Nature

Summary

journal-article

Disentangling the impact of environmental and phylogenetic constraints on prokaryotic within-species diversity

Published by

The ISME Journal

Summary

journal-article

Metagenomic assessment of the global diversity and distribution of bacteria and fungi.

Published by

Environmental microbiology

Summary

journal-article

Macrel: Antimicrobial peptide screening in genomes and metagenomes

Published by

PeerJ

Summary

journal-article

ProGenomes2: An improved database for accurate and consistent habitat, taxonomic and functional annotations of prokaryotic genomes

Published by

Nucleic Acids Research

Summary

journal-article

Macrel: antimicrobial peptide screening in genomes and metagenomes

Published by

PeerJ

Summary

journal-article

Macrel: Antimicrobial peptide screening in genomes and metagenomes

Published by

PeerJ

Summary

journal-article

ProGenomes2: An improved database for accurate and consistent habitat, taxonomic and functional annotations of prokaryotic genomes

Published by

Nucleic Acids Research

Summary

journal-article

Macrel: antimicrobial peptide screening in genomes and metagenomes

Published by

PeerJ

Summary

journal-article

GUNC: Detection of Chimerism and Contamination in Prokaryotic Genomes

Summary

preprint

GUNC: Detection of Chimerism and Contamination in Prokaryotic Genomes

Published by

bioRxiv

Summary

other

Author Correction

Published by

Nature Communications

Summary

other

Author Correction: Imidazole propionate is increased in diabetes and associated with dietary patterns and altered microbial ecology (Nature Communications, (2020), 11, 1, (5881), 10.1038/s41467-020-19589-w)

Published by

Nature Communications

Summary

journal-article

Gene Expression Changes and Community Turnover Differentially Shape the Global Ocean Metatranscriptome

Published by

Cell

Summary

journal-article

MACREL: antimicrobial peptide screening in genomes and metagenomes

Summary

preprint

MACREL: Antimicrobial peptide screening in genomes and metagenomes

Published by

bioRxiv

Summary

other

Microbial abundance, activity and population genomic profiling with mOTUs2

Published by

Nature Communications

Summary

journal-article

Microbial abundance, activity and population genomic profiling with mOTUs2

Published by

Nature Communications

Summary

journal-article

Microbial abundance, activity and population genomic profiling with mOTUs2

Published by

Nature Communications

Summary

journal-article

NG-meta-profiler: fast processing of metagenomes using NGLess, a domain-specific language

Published by

Microbiome

Summary

journal-article

NG-meta-profiler

Published by

Microbiome

Summary

journal-article

NG-meta-profiler: Fast processing of metagenomes using NGLess, a domain-specific language

Published by

Microbiome

Summary

journal-article

NG-meta-profiler: fast processing of metagenomes using NGLess, a domain-specific language

Published by

Microbiome

Summary

journal-article

Gene Expression Changes and Community Turnover Differentially Shape the Global Ocean Metatranscriptome

Published by

Cell

Summary

journal-article

Global Trends in Marine Plankton Diversity across Kingdoms of Life

Published by

Cell

Summary

journal-article

Global Trends in Marine Plankton Diversity across Kingdoms of Life

Published by

Cell

Summary

journal-article

Disentangling the impact of environmental and phylogenetic constraints on prokaryotic strain diversity

Summary

other

Disentangling the impact of environmental and phylogenetic constraints on prokaryotic strain diversity

Published by

bioRxiv

Summary

other

Protocolo de avaliação clínica audiológica para crianças com microcefalia v1

Summary

preprint

Meta-analysis of fecal metagenomes reveals global microbial signatures that are specific for colorectal cancer

Published by

Nature Medicine

Summary

journal-article

Meta-analysis of fecal metagenomes reveals global microbial signatures that are specific for colorectal cancer

Published by

Nature Medicine

Summary

journal-article

Community-Level Responses to Iron Availability in Open Ocean Plankton Ecosystems

Published by

Global Biogeochemical Cycles

Summary

journal-article

Community-Level Responses to Iron Availability in Open Ocean Plankton Ecosystems

Published by

Global Biogeochemical Cycles

Summary

journal-article

Extensive transmission of microbes along the gastrointestinal tract

Published by

eLife

Summary

journal-article

Extensive transmission of microbes along the gastrointestinal tract

Published by

eLife

Summary

journal-article

Extensive transmission of microbes along the gastrointestinal tract

Published by

eLife

Summary

journal-article

Large expert-curated database for benchmarking document similarity detection in biomedical literature search

Published by

Database

Summary

journal-article

Structured Literature Image Finder: Parsing Text and Figures in Biomedical Literature

Published by

SSRN

Summary

other

NG-meta-profiler: Fast processing of metagenomes using NGLess, a domain-specific language

Published by

bioRxiv

Summary

other

Recovery of gut microbiota of healthy adults following antibiotic exposure

Published by

Nature Microbiology

Summary

journal-article

Recovery of gut microbiota of healthy adults following antibiotic exposure

Published by

Nature Microbiology

Summary

journal-article

Structure and function of the global topsoil microbiome

Published by

Nature

Summary

journal-article

Structure and function of the global topsoil microbiome.

Published by

Nature

Summary

journal-article

Structure and function of the global topsoil microbiome

Published by

Nature

Summary

journal-article

“Extensive Transmission of Microbes along the Gastrointestinal Tract”

Summary

other

Similarity of the dog and human gut microbiomes in gene content and response to diet

Published by

Microbiome

Summary

journal-article

Similarity of the dog and human gut microbiomes in gene content and response to diet

Published by

Microbiome

Summary

journal-article

Similarity of the dog and human gut microbiomes in gene content and response to diet

Published by

Microbiome

Summary

journal-article

Selective maternal seeding and environment shape the human gut microbiome

Published by

Genome Research

Summary

journal-article

Selective maternal seeding and environment shape the human gut microbiome

Published by

Genome Research

Summary

journal-article

Selective maternal seeding and environment shape the human gut microbiome

Published by

Genome Research

Summary

journal-article

“Extensive Transmission of Microbes along the Gastrointestinal Tract”

Published by

bioRxiv

Summary

other

“Extensive Transmission of Microbes along the Gastrointestinal Tract”

Summary

other

NG-meta-profiler: fast processing of metagenomes using NGLess, a domain-specific language

Summary

other

metaSNV: A tool for metagenomic strain level analysis

Published by

PLoS ONE

Summary

journal-article

Functional implications of microbial and viral gut metagenome changes in early stage L-DOPA-naive Parkinson's disease patients

Published by

Genome Medicine

Summary

journal-article

Functional implications of microbial and viral gut metagenome changes in early stage L-DOPA-naïve Parkinson's disease patients.

Summary

journal-article

Functional implications of microbial and viral gut metagenome changes in early stage L-DOPA-naïve Parkinson's disease patients

Published by

Genome Medicine

Summary

journal-article

Jug: Software for Parallel Reproducible Computation in Python

Published by

Journal of Open Research Software

Summary

journal-article

Subspecies in the global human gut microbiome

Published by

Molecular Systems Biology

Summary

journal-article

Subspecies in the global human gut microbiome

Published by

Molecular Systems Biology

Summary

journal-article

Subspecies in the global human gut microbiome

Published by

Molecular Systems Biology

Summary

journal-article

Towards standards for human fecal sample processing in metagenomic studies

Published by

Nature Biotechnology

Summary

journal-article

Towards standards for human fecal sample processing in metagenomic studies.

Published by

Nature biotechnology

Summary

journal-article

Towards standards for human fecal sample processing in metagenomic studies

Published by

Nature Biotechnology

Summary

journal-article

Quantitative 3D-imaging for cell biology and ecology of environmental microbial eukaryotes

Published by

eLife

Summary

journal-article

Quantitative 3D-imaging for cell biology and ecology of environmental microbial eukaryotes

Published by

eLife

Summary

journal-article

Quantitative 3D-imaging for cell biology and ecology of environmental microbial eukaryotes

Published by

eLife

Summary

journal-article

Quantitative 3D-imaging for cell biology and ecology of environmental microbial eukaryotes

Published by

eLife

Summary

journal-article

Fast genome-wide functional annotation through orthology assignment by eggNOG-mapper

Published by

Molecular Biology and Evolution

Summary

journal-article

Fast genome-wide functional annotation through orthology assignment by eggNOG-mapper.

Summary

journal-article

Fast genome-wide functional annotation through orthology assignment by eggNOG-mapper

Published by

Molecular Biology and Evolution

Summary

journal-article

metaSNV: A tool for metagenomic strain level analysis

Published by

PLoS ONE

Summary

journal-article

metaSNV: A tool for metagenomic strain level analysis

Published by

PLOS ONE

Summary

journal-article

Plankton networks driving carbon export in the oligotrophic ocean

Published by

Nature

Summary

journal-article

Plankton networks driving carbon export in the oligotrophic ocean.

Summary

journal-article

Plankton networks driving carbon export in the oligotrophic ocean

Published by

Nature

Summary

journal-article

MOCAT2: A metagenomic assembly, annotation and profiling framework

Published by

Bioinformatics

Summary

journal-article

MOCAT2: a metagenomic assembly, annotation and profiling framework.

Summary

journal-article

MOCAT2: A metagenomic assembly, annotation and profiling framework

Published by

Bioinformatics

Summary

journal-article

Gene expression changes in the salivary glands of Anopheles coluzzii elicited by Plasmodium berghei infection.

Summary

journal-article

Gene expression changes in the salivary glands of Anopheles coluzzii elicited by Plasmodium berghei infection

Published by

Parasites and Vectors

Summary

journal-article

Gene expression changes in the salivary glands of Anopheles coluzzii elicited by Plasmodium berghei infection

Published by

Parasites and Vectors

Summary

journal-article

Structure and function of the global ocean microbiome

Published by

Science

Summary

journal-article

Ocean plankton. Structure and function of the global ocean microbiome.

Summary

journal-article

Structure and function of the global ocean microbiome

Published by

Science

Summary

journal-article

Automatic determination of NET (neutrophil extracellular traps) coverage in fluorescent microscopy images

Published by

Bioinformatics

Summary

journal-article

Automatic Determination of NET (Neutrophil Extracellular Traps) Coverage in Fluorescent Microscopy Images.

Summary

journal-article

Automatic determination of NET (neutrophil extracellular traps) coverage in fluorescent microscopy images

Published by

Bioinformatics

Summary

journal-article

Metagenomic insights into the human gut resistome and the forces that shape it

Published by

BioEssays

Summary

journal-article

Metagenomic insights into the human gut resistome and the forces that shape it.

Summary

journal-article

Trypanosoma brucei histone H1 inhibits RNA polymerase I transcription and is important for parasite fitness in vivo.

Summary

journal-article

Metagenomic insights into the human gut resistome and the forces that shape it

Published by

BioEssays

Summary

journal-article

Host-cell sensors for Plasmodium activate innate immunity against liver-stage infection

Published by

Nature Medicine

Summary

journal-article

Host-cell sensors for Plasmodium activate innate immunity against liver-stage infection.

Summary

journal-article

Host-cell sensors for Plasmodium activate innate immunity against liver-stage infection

Published by

Nature Medicine

Summary

journal-article

A community computational challenge to predict the activity of pairs of compounds

Published by

Nature Biotechnology

Summary

journal-article

A community effort to assess and improve drug sensitivity prediction algorithms

Published by

Nature Biotechnology

Summary

journal-article

Metagenomic species profiling using universal phylogenetic marker genes

Published by

Nature Methods

Summary

journal-article

Metagenomic species profiling using universal phylogenetic marker genes.

Summary

journal-article

Metagenomic species profiling using universal phylogenetic marker genes

Published by

Nature Methods

Summary

journal-article

Determining the subcellular location of new proteins from microscope images using local features

Published by

Bioinformatics

Summary

journal-article

Determining the subcellular location of new proteins from microscope images using local features.

Summary

journal-article

Determining the subcellular location of new proteins from microscope images using local features

Published by

Bioinformatics

Summary

journal-article

Mahotas: Open source software for scriptable computer vision

Summary

journal-article

Structured literature image finder

Published by

Journal of Web Semantics

Summary

journal-article

Automated image analysis for high-content screening and analysis

Published by

Journal of Biomolecular Screening

Summary

journal-article

Automated image analysis for high-content screening and analysis

Published by

Journal of Biomolecular Screening

Summary

journal-article

Structured literature image finder: Parsing text and figures in biomedical literature

Published by

Journal of Web Semantics

Summary

journal-article

Quantifying the distribution of probes between subcellular locations using unsupervised pattern unmixing

Published by

Bioinformatics

Summary

journal-article

Quantifying the distribution of probes between subcellular locations using unsupervised pattern unmixing

Published by

Bioinformatics

Summary

journal-article

Principles of bioimage informatics

Published by

Linking Literature, Information, and Knowledge for Biology

Summary

conference-paper

Principles of bioimage informatics: Focus on machine learning of cell patterns

Published by

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Summary

book

Structured literature image finder

Published by

Linking Literature, Information, and Knowledge for Biology

Summary

conference-paper

Structured literature image finder: Extracting information from text and images in biomedical literature

Published by

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Summary

book

Cell cycle dependence of protein subcellular location inferred from static, asynchronous images

Published by

Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009

Summary

conference-paper

Nuclear segmentation in microscope cell images: A hand-segmented dataset and comparison of algorithms

Published by

Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009

Summary

conference-paper

Cell cycle dependence of protein subcellular location inferred from static, asynchronous images

Published by

Proceedings of the 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society

Summary

conference-paper

Cell cycle dependence of protein subcellular location inferred from static, asynchronous images.

Summary

journal-article

Nuclear segmentation in microscope cell images

Published by

Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro

Summary

conference-paper

Identifying subcellular locations from images of unknown resolution

Published by

Communications in Computer and Information Science

Summary

book

An adaptive multiresolution approach to fingerprint recognition

Published by

Proceedings of the 2007 IEEE International Conference on Image Processing

Summary

conference-paper

Dotted suffix trees a structure for approximate text indexing

Published by

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Summary

book

Dotted suffix trees a structure for approximate text indexing

Published by

String Processing and Information Retrieval

Summary

conference-paper

An adaptive multiresolution approach to fingerprint recognition

Published by

Proceedings - International Conference on Image Processing, ICIP

Summary

conference-paper

Luis Pedro Coelho