Emily Holzinger

8.1k total citations · 1 hit paper
21 papers, 1.1k citations indexed

About

Emily Holzinger is a scholar working on Molecular Biology, Genetics and Infectious Diseases. According to data from OpenAlex, Emily Holzinger has authored 21 papers receiving a total of 1.1k indexed citations (citations by other indexed papers that have themselves been cited), including 14 papers in Molecular Biology, 12 papers in Genetics and 2 papers in Infectious Diseases. Recurrent topics in Emily Holzinger's work include Bioinformatics and Genomic Networks (12 papers), Genetic Associations and Epidemiology (10 papers) and Gene expression and cancer classification (6 papers). Emily Holzinger is often cited by papers focused on Bioinformatics and Genomic Networks (12 papers), Genetic Associations and Epidemiology (10 papers) and Gene expression and cancer classification (6 papers). Emily Holzinger collaborates with scholars based in United States, Germany and United Kingdom. Emily Holzinger's co-authors include Marylyn D. Ritchie, Sarah A. Pendergrass, Dokyoon Kim, Ruowang Li, Joan E. Bailey‐Wilson, James D. Malley, Anthony M. Musolf, Scott Dudek, Alex Frase and David B. Clifford and has published in prestigious journals such as Bioinformatics, Nature Reviews Genetics and Annals of the Rheumatic Diseases.

In The Last Decade

Emily Holzinger

21 papers receiving 1.1k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Methods of integrating data to uncover genotype–phenotype interactions

2015 672 citations Marylyn D. Ritchie, Emily Holzinger et al. Nature Reviews Genetics profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Emily Holzinger United States	12	627	280	118	93	69	21	1.1k
Abhay Jere India	12	731 1.2×	162 0.6×	161 1.4×	177 1.9×	151 2.2×	18	1.3k
В. А. Иванисенко Russia	23	885 1.4×	180 0.6×	168 1.4×	90 1.0×	23 0.3×	148	1.5k
Andrew Reilly United States	22	715 1.1×	215 0.8×	150 1.3×	126 1.4×	52 0.8×	55	1.7k
Anthony T. Fojo United States	11	770 1.2×	91 0.3×	223 1.9×	77 0.8×	39 0.6×	44	1.3k
Simone Marini United States	19	596 1.0×	244 0.9×	81 0.7×	58 0.6×	13 0.2×	69	1.5k
Claudia Rangel‐Escareño Mexico	20	642 1.0×	123 0.4×	93 0.8×	143 1.5×	11 0.2×	68	1.4k
Pablo Marín-García Spain	13	839 1.3×	175 0.6×	106 0.9×	157 1.7×	13 0.2×	24	1.4k
Anat Reiner‐Benaim Israel	15	993 1.6×	206 0.7×	157 1.3×	195 2.1×	15 0.2×	45	2.1k
Chanin Limwongse Thailand	20	511 0.8×	243 0.9×	52 0.4×	66 0.7×	14 0.2×	94	1.2k

Countries citing papers authored by Emily Holzinger

Since Specialization

Citations

This map shows the geographic impact of Emily Holzinger's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Emily Holzinger with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Emily Holzinger more than expected).

Fields of papers citing papers by Emily Holzinger

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Emily Holzinger. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Emily Holzinger. The network helps show where Emily Holzinger may publish in the future.

Co-authorship network of co-authors of Emily Holzinger

This figure shows the co-authorship network connecting the top 25 collaborators of Emily Holzinger. A scholar is included among the top collaborators of Emily Holzinger based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Emily Holzinger. Emily Holzinger is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Li, Chen, Nicolas Jay, Shanshan Zhang, et al.. (2025). Proteome‐Wide Mendelian Randomization Identifies Candidate Causal Proteins for Cardiovascular Diseases. PubMed. 6(2). 2500003–2500003. 1 indexed citations

McDonagh, Ellen M., Gosia Trynka, Mark I. McCarthy, et al.. (2024). Human Genetics and Genomics for Drug Target Identification and Prioritization: Open Targets’ Perspective. PubMed. 7(1). 59–81. 8 indexed citations

Simpson, Claire L., Settara C. Chandrasekharappa, Emily Holzinger, et al.. (2023). A novel de novo TP63 mutation in whole‐exome sequencing of a Syrian family with Oral cleft and ectrodactyly. Molecular Genetics & Genomic Medicine. 11(8). e2179–e2179. 2 indexed citations

Raghupathy, Narayanan, Erika Kvikstad, Emily Holzinger, Ian M. Catlett, & Joseph Maranville. (2022). AB0003 PHENOTYPIC EFFECTS OF GENETIC LOSS OF FUNCTION IN TYROSINE KINASE 2 USING LARGE-SCALE BIOBANKS. Annals of the Rheumatic Diseases. 81. 1136–1137. 2 indexed citations

Musolf, Anthony M., Emily Holzinger, James D. Malley, & Joan E. Bailey‐Wilson. (2021). What makes a good prediction? Feature importance and beginning to open the black box of machine learning in genetics. Human Genetics. 141(9). 1515–1528. 62 indexed citations

Simpson, Claire L., Anthony M. Musolf, Qing Li, et al.. (2019). Exome genotyping and linkage analysis identifies two novel linked regions and replicates two others for myopia in Ashkenazi Jewish families. BMC Medical Genetics. 20(1). 4 indexed citations

Holzinger, Emily, Qing Li, Margaret M. Parker, et al.. (2017). Analysis of sequence data to identify potential risk variants for oral clefts in multiplex families. Molecular Genetics & Genomic Medicine. 5(5). 570–579. 10 indexed citations

Szymczak, Silke, Emily Holzinger, Abhijit Dasgupta, et al.. (2016). r2VIM: A new variable selection method for random forests in genome-wide association studies. BioData Mining. 9(1). 7–7. 48 indexed citations

Holzinger, Emily, Silke Szymczak, James D. Malley, et al.. (2016). Comparison of parametric and machine methods for variable selection in simulated Genetic Analysis Workshop 19 data. BMC Proceedings. 10(S7). 147–152. 2 indexed citations

10.

König, Inke R., Jonathan Auerbach, Damian Gola, et al.. (2016). Machine learning and data mining in complex genomic data—a review on the lessons learned in Genetic Analysis Workshop 19. BMC Genetics. 17(S2). 1–1. 14 indexed citations

11.

Verma, Shefali S., Fotios Drenos, Emily Holzinger, et al.. (2015). Identifying gene-gene interactions that are highly associated with Body Mass Index using Quantitative Multifactor Dimensionality Reduction (QMDR). BioData Mining. 8(1). 41–41. 13 indexed citations

12.

Ritchie, Marylyn D., Emily Holzinger, Ruowang Li, Sarah A. Pendergrass, & Dokyoon Kim. (2015). Methods of integrating data to uncover genotype–phenotype interactions. Nature Reviews Genetics. 16(2). 85–97. 672 indexed citations breakdown →

13.

Holzinger, Emily, Silke Szymczak, Abhijit Dasgupta, et al.. (2014). VARIABLE SELECTION METHOD FOR THE IDENTIFICATION OF EPISTATIC MODELS. PubMed. 195–206. 12 indexed citations

14.

Pendergrass, Sarah A., Swati Verma, Emily Holzinger, et al.. (2013). Next-generation analysis of cataracts: determining knowledge driven gene-gene interactions using biofilter, and gene-environment interactions using the PhenX toolkit. Europe PMC (PubMed Central). 147–158. 8 indexed citations

15.

Holzinger, Emily, Scott Dudek, Alex Frase, Sarah A. Pendergrass, & Marylyn D. Ritchie. (2013). ATHENA: the analysis tool for heritable and environmental network associations. Bioinformatics. 30(5). 698–705. 34 indexed citations

16.

Holzinger, Emily, Marylyn D. Ritchie, Heather J. Ribaudo, et al.. (2012). Genome-wide association study of plasma efavirenz pharmacokinetics in AIDS Clinical Trials Group protocols implicates several CYP2B6 variants. Pharmacogenetics and Genomics. 22(12). 858–867. 112 indexed citations

17.

Holzinger, Emily & Marylyn D. Ritchie. (2012). Integrating Heterogeneous High-Throughput Data for Meta-Dimensional Pharmacogenomics and Disease-Related Studies. Pharmacogenomics. 13(2). 213–222. 28 indexed citations

18.

Holzinger, Emily, Scott Dudek, Alex Frase, et al.. (2012). ATHENA: A TOOL FOR META-DIMENSIONAL ANALYSIS APPLIED TO GENOTYPES AND GENE EXPRESSION DATA TO PREDICT HDL CHOLESTEROL LEVELS. PubMed. 385–96. 17 indexed citations

19.

Pendergrass, Sarah A., Shefali S. Verma, Emily Holzinger, et al.. (2012). NEXT-GENERATION ANALYSIS OF CATARACTS: DETERMINING KNOWLEDGE DRIVEN GENE-GENE INTERACTIONS USING BIOFILTER, AND GENE-ENVIRONMENT INTERACTIONS USING THE PHENX TOOLKIT. PubMed. 147–158. 16 indexed citations

20.

Holzinger, Emily, et al.. (2010). Initialization parameter sweep in ATHENA. PubMed. 12. 203–210. 9 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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