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Thank you, Alfonso: An Impactful Bioinformatics Collection

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Last year marked 20 years of Alfonso leading Bioinformatics. We are expressing our gratitude and celebrating his remarkable contributions by highlighting some of the 62,000 papers he handled. Thank you, Alfonso, for your tireless dedication, strong leadership, and remarkable contributions to the journal and the broader scientific community.

Learn more about the journal and how you can contribute to the scientific community here.

Minfi: a flexible and comprehensive Bioconductor package for the analysis of Infinium DNA methylation microarrays
Martin J. Aryee and others
Bioinformatics, Volume 30, Issue 10, May 2014, Pages 1363–1369, https://doi.org/10.1093/bioinformatics/btu049
Published: 28 January 2014
Motivation: The recently released Infinium HumanMethylation450 array (the ‘450k’ array) provides a high-throughput assay to quantify DNA methylation (DNAm) at ∼450 000 loci across a range of genomic features. Although less comprehensive than high-throughput sequencing-based techniques, this product ...
LDlink: a web-based application for exploring population-specific haplotype structure and linking correlated alleles of possible functional variants
Mitchell J. Machiela and Stephen J. Chanock
Bioinformatics, Volume 31, Issue 21, November 2015, Pages 3555–3557, https://doi.org/10.1093/bioinformatics/btv402
Published: 02 July 2015
Summary: Assessing linkage disequilibrium (LD) across ancestral populations is a powerful approach for investigating population-specific genetic structure as well as functionally mapping regions of disease susceptibility. Here, we present LDlink, a web-based collection of bioinformatic modules that ...
Pindel: a pattern growth approach to detect break points of large deletions and medium sized insertions from paired-end short reads
Kai Ye and others
Bioinformatics, Volume 25, Issue 21, November 2009, Pages 2865–2871, https://doi.org/10.1093/bioinformatics/btp394
Published: 26 June 2009
Motivation: There is a strong demand in the genomic community to develop effective algorithms to reliably identify genomic variants. Indel detection using next-gen data is difficult and identification of long structural variations is extremely challenging. Results: We present Pindel, a pattern ...
Using native and syntenically mapped cDNA alignments to improve de novo gene finding
Mario Stanke and others
Bioinformatics, Volume 24, Issue 5, March 2008, Pages 637–644, https://doi.org/10.1093/bioinformatics/btn013
Published: 24 January 2008
Motivation: Computational annotation of protein coding genes in genomic DNA is a widely used and essential tool for analyzing newly sequenced genomes. However, current methods suffer from inaccuracy and do poorly with certain types of genes. Including additional sources of evidence of the existence ...
GSDS 2.0: an upgraded gene feature visualization server
Bo Hu and others
Bioinformatics, Volume 31, Issue 8, April 2015, Pages 1296–1297, https://doi.org/10.1093/bioinformatics/btu817
Published: 10 December 2014
Summary : Visualizing genes’ structure and annotated features helps biologists to investigate their function and evolution intuitively. The Gene Structure Display Server (GSDS) has been widely used by more than 60 000 users since its first publication in 2007. Here, we reported the upgraded GSDS ...
Geneious Basic: An integrated and extendable desktop software platform for the organization and analysis of sequence data
Matthew Kearse and others
Bioinformatics, Volume 28, Issue 12, June 2012, Pages 1647–1649, https://doi.org/10.1093/bioinformatics/bts199
Published: 27 April 2012
Summary: The two main functions of bioinformatics are the organization and analysis of biological data using computational resources. Geneious Basic has been designed to be an easy-to-use and flexible desktop software application framework for the organization and analysis of biological data, with ...
MISA-web: a web server for microsatellite prediction
Sebastian Beier and others
Bioinformatics, Volume 33, Issue 16, August 2017, Pages 2583–2585, https://doi.org/10.1093/bioinformatics/btx198
Published: 07 April 2017
Motivation Microsatellites are a widely-used marker system in plant genetics and forensics. The development of reliable microsatellite markers from resequencing data is challenging. Results We extended MISA, a computational tool assisting the development of microsatellite markers, and reimplemented ...
Deriving the consequences of genomic variants with the Ensembl API and SNP Effect Predictor
William McLaren and others
Bioinformatics, Volume 26, Issue 16, August 2010, Pages 2069–2070, https://doi.org/10.1093/bioinformatics/btq330
Published: 18 June 2010
Summary: A tool to predict the effect that newly discovered genomic variants have on known transcripts is indispensible in prioritizing and categorizing such variants. In Ensembl, a web-based tool (the SNP Effect Predictor) and API interface can now functionally annotate variants in all Ensembl and ...
Prokka: rapid prokaryotic genome annotation
Torsten Seemann
Bioinformatics, Volume 30, Issue 14, July 2014, Pages 2068–2069, https://doi.org/10.1093/bioinformatics/btu153
Published: 18 March 2014
Summary: The multiplex capability and high yield of current day DNA-sequencing instruments has made bacterial whole genome sequencing a routine affair. The subsequent de novo assembly of reads into contigs has been well addressed. The final step of annotating all relevant genomic features on those ...
FoldIndex©: a simple tool to predict whether a given protein sequence is intrinsically unfolded
Jaime Prilusky and others
Bioinformatics, Volume 21, Issue 16, August 2005, Pages 3435–3438, https://doi.org/10.1093/bioinformatics/bti537
Published: 14 June 2005
Summary: An easy-to-use, versatile and freely available graphic web server, FoldIndex© is described: it predicts if a given protein sequence is intrinsically unfolded implementing the algorithm of Uversky and co-workers, which is based on the average residue hydrophobicity and net charge of the ...
Identifying bacterial genes and endosymbiont DNA with Glimmer
Arthur L. Delcher and others
Bioinformatics, Volume 23, Issue 6, march 2007, Pages 673–679, https://doi.org/10.1093/bioinformatics/btm009
Published: 19 January 2007
Motivation: The Glimmer gene-finding software has been successfully used for finding genes in bacteria, archæa and viruses representing hundreds of species. We describe several major changes to the Glimmer system, including improved methods for identifying both coding regions and start codons. We ...
InterProScan 5: genome-scale protein function classification
Philip Jones and others
Bioinformatics, Volume 30, Issue 9, May 2014, Pages 1236–1240, https://doi.org/10.1093/bioinformatics/btu031
Published: 29 January 2014
Motivation: Robust large-scale sequence analysis is a major challenge in modern genomic science, where biologists are frequently trying to characterize many millions of sequences. Here, we describe a new Java-based architecture for the widely used protein function prediction software package ...
Toward the estimation of the absolute quality of individual protein structure models
Pascal Benkert and others
Bioinformatics, Volume 27, Issue 3, February 2011, Pages 343–350, https://doi.org/10.1093/bioinformatics/btq662
Published: 05 December 2010
Motivation: Quality assessment of protein structures is an important part of experimental structure validation and plays a crucial role in protein structure prediction, where the predicted models may contain substantial errors. Most current scoring functions are primarily designed to rank ...
Qualimap 2: advanced multi-sample quality control for high-throughput sequencing data
Konstantin Okonechnikov and others
Bioinformatics, Volume 32, Issue 2, January 2016, Pages 292–294, https://doi.org/10.1093/bioinformatics/btv566
Published: 01 October 2015
Motivation: Detection of random errors and systematic biases is a crucial step of a robust pipeline for processing high-throughput sequencing (HTS) data. Bioinformatics software tools capable of performing this task are available, either for general analysis of HTS data or targeted to a specific ...
KofamKOALA: KEGG Ortholog assignment based on profile HMM and adaptive score threshold
Takuya Aramaki and others
Bioinformatics, Volume 36, Issue 7, April 2020, Pages 2251–2252, https://doi.org/10.1093/bioinformatics/btz859
Published: 19 November 2019
Summary KofamKOALA is a web server to assign KEGG Orthologs (KOs) to protein sequences by homology search against a database of profile hidden Markov models (KOfam) with pre-computed adaptive score thresholds. KofamKOALA is faster than existing KO assignment tools with its accuracy being comparable ...
Bismark: a flexible aligner and methylation caller for Bisulfite-Seq applications
Felix Krueger and Simon R. Andrews
Bioinformatics, Volume 27, Issue 11, June 2011, Pages 1571–1572, https://doi.org/10.1093/bioinformatics/btr167
Published: 14 April 2011
Summary: A combination of bisulfite treatment of DNA and high-throughput sequencing (BS-Seq) can capture a snapshot of a cell's epigenomic state by revealing its genome-wide cytosine methylation at single base resolution. Bismark is a flexible tool for the time-efficient analysis of BS-Seq data ...
ShinyGO: a graphical gene-set enrichment tool for animals and plants
Steven Xijin Ge and others
Bioinformatics, Volume 36, Issue 8, April 2020, Pages 2628–2629, https://doi.org/10.1093/bioinformatics/btz931
Published: 27 December 2019
Motivation Gene lists are routinely produced from various omic studies. Enrichment analysis can link these gene lists with underlying molecular pathways and functional categories such as gene ontology (GO) and other databases. Results To complement existing tools, we developed ShinyGO based on a ...
circlize implements and enhances circular visualization in R
Zuguang Gu and others
Bioinformatics, Volume 30, Issue 19, October 2014, Pages 2811–2812, https://doi.org/10.1093/bioinformatics/btu393
Published: 14 June 2014
Summary: Circular layout is an efficient way for the visualization of huge amounts of genomic information. Here we present the circlize package, which provides an implementation of circular layout generation in R as well as an enhancement of available software. The flexibility of this package is ...
CRISPRdirect: software for designing CRISPR/Cas guide RNA with reduced off-target sites
Yuki Naito and others
Bioinformatics, Volume 31, Issue 7, April 2015, Pages 1120–1123, https://doi.org/10.1093/bioinformatics/btu743
Published: 09 December 2014
Summary: CRISPRdirect is a simple and functional web server for selecting rational CRISPR/Cas targets from an input sequence. The CRISPR/Cas system is a promising technique for genome engineering which allows target-specific cleavage of genomic DNA guided by Cas9 nuclease in complex with a guide ...
Prediction error estimation: a comparison of resampling methods
Annette M. Molinaro and others
Bioinformatics, Volume 21, Issue 15, August 2005, Pages 3301–3307, https://doi.org/10.1093/bioinformatics/bti499
Published: 19 May 2005
Motivation: In genomic studies, thousands of features are collected on relatively few samples. One of the goals of these studies is to build classifiers to predict the outcome of future observations. There are three inherent steps to this process: feature selection, model selection and prediction ...

While it’s difficult to fully capture the scale of Alfonso’s contributions, here are a few impressive statistics:

  • 62,000 papers handled as Executive Editor (more than 3,000 a year)

  • 6,500 manuscripts handled as Associate Editor

  • 30 reviews completed

  • More than 35 Associate Editors appointed

We sincerely thank Alfonso for his immense dedication, vision, and support over these two decades. We also encourage you to revisit his first editorial from 2004, which continues to resonate with the journal's direction today:

New Leadership for Bioinformatics
Alex Bateman and Alfonso Valencia
Bioinformatics, Volume 20, Issue 12, August 2004, Page 1821, https://doi.org/10.1093/bioinformatics/bth403
Published: 12 August 2004
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