Dr. Heather Kates, Ph.D.

Bioinformatics analyst with ten years of experience in programming (R, Python as needed), pipeline development (HPC and cluster computing), genomic data processing, and statistical analysis.

Research Expertise

Genomics
Transcriptomics
Metabolomics
multi-omics integration

About

Bioinformatics analyst with ten years of experience in programming (R, Python as needed), pipeline development (HPC and cluster computing), genomic data processing, and statistical analysis. I have experience analyzing scRNA, RNAseq, spatial transcriptomics, GWAS, ChIP-Seq, ATAC-seq, metabolomics, and proteomics data. I build efficient and innovative workflows to distill significant signals from biological data and communicate them in a way that supports progress and insights.

Publications

A targeted enrichment strategy for massively parallel sequencing of angiosperm plastid genomes

Applications in Plant Sciences / Jan 31, 2013

Stull, G. W., Moore, M. J., Mandala, V. S., Douglas, N. A., Kates, H., Qi, X., Brockington, S. F., Soltis, P. S., Soltis, D. E., & Gitzendanner, M. A. (2013). A targeted enrichment strategy for massively parallel sequencing of angiosperm plastid genomes. Applications in Plant Sciences, 1(2). Portico. https://doi.org/10.3732/apps.1200497

Phylogenomic Mining of the Mints Reveals Multiple Mechanisms Contributing to the Evolution of Chemical Diversity in Lamiaceae

Molecular Plant / Aug 01, 2018

Boachon, B., Buell, C. R., Crisovan, E., Dudareva, N., Garcia, N., Godden, G., Henry, L., Kamileen, M. O., Kates, H. R., Kilgore, M. B., Lichman, B. R., Mavrodiev, E. V., Newton, L., Rodriguez-Lopez, C., O’Connor, S. E., Soltis, D., Soltis, P., Vaillancourt, B., Wiegert-Rininger, K., & Zhao, D. (2018). Phylogenomic Mining of the Mints Reveals Multiple Mechanisms Contributing to the Evolution of Chemical Diversity in Lamiaceae. Molecular Plant, 11(8), 1084–1096. https://doi.org/10.1016/j.molp.2018.06.002

A database-driven approach identifies additional diterpene synthase activities in the mint family (Lamiaceae)

Journal of Biological Chemistry / Jan 01, 2019

Johnson, S. R., Bhat, W. W., Bibik, J., Turmo, A., Hamberger, B., Evolutionary Mint Genomics Consortium, & Hamberger, B. (2019). A database-driven approach identifies additional diterpene synthase activities in the mint family (Lamiaceae). Journal of Biological Chemistry, 294(4), 1349–1362. https://doi.org/10.1074/jbc.ra118.006025

Allele phasing has minimal impact on phylogenetic reconstruction from targeted nuclear gene sequences in a case study of Artocarpus

American Journal of Botany / Mar 01, 2018

Kates, H. R., Johnson, M. G., Gardner, E. M., Zerega, N. J. C., & Wickett, N. J. (2018). Allele phasing has minimal impact on phylogenetic reconstruction from targeted nuclear gene sequences in a case study of Artocarpus. American Journal of Botany, 105(3), 404–416. Portico. https://doi.org/10.1002/ajb2.1068

High‐throughput methods for efficiently building massive phylogenies from natural history collections

Applications in Plant Sciences / Feb 01, 2021

Folk, R. A., Kates, H. R., LaFrance, R., Soltis, D. E., Soltis, P. S., & Guralnick, R. P. (2021). High‐throughput methods for efficiently building massive phylogenies from natural history collections. Applications in Plant Sciences, 9(2). Portico. https://doi.org/10.1002/aps3.11410

Distributions, conservation status, and abiotic stress tolerance potential of wild cucurbits (Cucurbita L.)

PLANTS, PEOPLE, PLANET / Dec 10, 2019

Khoury, C. K., Carver, D., Kates, H. R., Achicanoy, H. A., van Zonneveld, M., Thomas, E., Heinitz, C., Jarret, R., Labate, J. A., Reitsma, K., Nabhan, G. P., & Greene, S. L. (2019). Distributions, conservation status, and abiotic stress tolerance potential of wild cucurbits (Cucurbita L.). PLANTS, PEOPLE, PLANET, 2(3), 269–283. Portico. https://doi.org/10.1002/ppp3.10085

The Effects of Herbarium Specimen Characteristics on Short-Read NGS Sequencing Success in Nearly 8000 Specimens: Old, Degraded Samples Have Lower DNA Yields but Consistent Sequencing Success

Frontiers in Plant Science / Jun 23, 2021

Kates, H. R., Doby, J. R., Siniscalchi, C. M., LaFrance, R., Soltis, D. E., Soltis, P. S., Guralnick, R. P., & Folk, R. A. (2021). The Effects of Herbarium Specimen Characteristics on Short-Read NGS Sequencing Success in Nearly 8000 Specimens: Old, Degraded Samples Have Lower DNA Yields but Consistent Sequencing Success. Frontiers in Plant Science, 12. https://doi.org/10.3389/fpls.2021.669064

Two shifts in evolutionary lability underlie independent gains and losses of root-nodule symbiosis in a single clade of plants

Aug 01, 2022

Kates, H. R., O’Meara, B. C., LaFrance, R., Stull, G. W., James, E. K., Conde, D., Liu, S., Tian, Q., Yi, T., Kirst, M., Ané, J.-M., Soltis, D. E., Guralnick, R. P., Soltis, P. S., & Folk, R. A. (2022). Two shifts in evolutionary lability underlie independent gains and losses of root-nodule symbiosis in a single clade of plants. https://doi.org/10.1101/2022.07.31.502231

Phylogeny and Biogeography of Morus (Moraceae)

Agronomy / Jul 30, 2023

Yang, C.-X., Liu, S.-Y., Zerega, N. J. C., Stull, G. W., Gardner, E. M., Tian, Q., Gu, W., Lu, Q., Folk, R. A., Kates, H. R., Guralnick, R. P., Soltis, D. E., Soltis, P. S., Wang, Y.-H., & Yi, T.-S. (2023). Phylogeny and Biogeography of Morus (Moraceae). Agronomy, 13(8), 2021. https://doi.org/10.3390/agronomy13082021

Fagalean phylogeny in a nutshell: Chronicling the diversification history of Fagales

Mar 07, 2023

Siniscalchi, C. M., Correa-Narvaez, J., Kates, H. R., Soltis, D. E., Soltis, P. S., Guralnick, R. P., Manchester, S. R., & Folk, R. A. (2023). Fagalean phylogeny in a nutshell: Chronicling the diversification history of Fagales. https://doi.org/10.1101/2023.03.06.531381

Pumpkins, Squashes, and Gourds (Cucurbita L.) of North America

North American Crop Wild Relatives, Volume 2 / Jan 01, 2019

Kates, H. R. (2019). Pumpkins, Squashes, and Gourds (Cucurbita L.) of North America. In North American Crop Wild Relatives, Volume 2 (pp. 195–224). Springer International Publishing. https://doi.org/10.1007/978-3-319-97121-6_6

Phylogenomic Analyses Reveal Widespread Gene Flow During the Early Radiation of Oaks and Relatives (Fagaceae: Quercoideae)

Apr 28, 2023

Liu, S., Yang, Y., Tian, Q., Yang, Z., Li, S., Valdes, P. J., Farnsworth, A., Kates, H. R., Siniscalchi, C. M., Guralnick, R. P., Soltis, D. E., Soltis, P. S., Stull, G. W., Folk, R. A., & Yi, T. (2023). Phylogenomic Analyses Reveal Widespread Gene Flow During the Early Radiation of Oaks and Relatives (Fagaceae: Quercoideae). https://doi.org/10.1101/2023.04.25.538215

Testing the evolutionary drivers of nitrogen-fixing symbioses in challenging soil environments

Sep 28, 2022

Siniscalchi, C. M., Kates, H. R., Soltis, P. S., Soltis, D. E., Guralnick, R. P., & Folk, R. A. (2022). Testing the evolutionary drivers of nitrogen-fixing symbioses in challenging soil environments. https://doi.org/10.1101/2022.09.27.509719

Spatial phylogenetics of Fagales: Investigating the history of temperate forests

Apr 18, 2023

Folk, R. A., Siniscalchi, C. M., Doby, J., Kates, H. R., Manchester, S. R., Soltis, P. S., Soltis, D. E., Guralnick, R. P., & Belitz, M. (2023). Spatial phylogenetics of Fagales: Investigating the history of temperate forests. https://doi.org/10.1101/2023.04.17.537249

Investigating miR-9 as a mediator in laryngeal cancer health disparities

Frontiers in Oncology / Apr 04, 2023

Gobin, C., Inkabi, S., Lattimore, C. C., Gu, T., Menefee, J. N., Rodriguez, M., Kates, H., Fields, C., Bian, T., Silver, N., Xing, C., Yates, C., Renne, R., Xie, M., & Fredenburg, K. M. (2023). Investigating miR-9 as a mediator in laryngeal cancer health disparities. Frontiers in Oncology, 13. https://doi.org/10.3389/fonc.2023.1096882

Phylogenetic diversity and regionalization of root nodule symbiosis

Sep 12, 2023

Folk, R. A., Belitz, M. W., Siniscalchi, C. M., Kates, H. R., Soltis, D. E., Soltis, P. S., Guralnick, R. P., & Borges, L. M. (2023). Phylogenetic diversity and regionalization of root nodule symbiosis. https://doi.org/10.1101/2023.09.08.556918

Spatial phylogenetics of Fagales: Investigating drivers of temperate forest distributions

Journal of Biogeography / Apr 10, 2024

Folk, R. A., Siniscalchi, C. M., Doby, J., Kates, H. R., Manchester, S. R., Soltis, P. S., Soltis, D. E., Guralnick, R. P., & Belitz, M. (2024). Spatial phylogenetics of Fagales: Investigating drivers of temperate forest distributions. Journal of Biogeography. Portico. https://doi.org/10.1111/jbi.14840

Anatomy of a mega-radiation: Biogeography and niche evolution inAstragalus

Jun 29, 2023

Folk, R. A., Charboneau, J. L. M., Belitz, M., Singh, T., Kates, H. R., Soltis, D. E., Soltis, P. S., Guralnick, R. P., & Siniscalchi, C. M. (2023). Anatomy of a mega-radiation: Biogeography and niche evolution inAstragalus. https://doi.org/10.1101/2023.06.27.546767

Rapid in situ diversification rates in Rhamnaceae explain the parallel evolution of high diversity in temperate biomes from global to local scales

New Phytologist / Jan 16, 2024

Tian, Q., Stull, G. W., Kellermann, J., Medan, D., Nge, F. J., Liu, S., Kates, H. R., Soltis, D. E., Soltis, P. S., Guralnick, R. P., Folk, R. A., Onstein, R. E., & Yi, T. (2024). Rapid in situ diversification rates in Rhamnaceae explain the parallel evolution of high diversity in temperate biomes from global to local scales. New Phytologist, 241(4), 1851–1865. Portico. https://doi.org/10.1111/nph.19504

Phylogenetic diversity and regionalization in the temperate arid zone

Nov 04, 2023

Folk, R. A., Maassoumi, A. A., Siniscalchi, C. M., Kates, H. R., Soltis, D. E., Soltis, P. S., Belitz, M. B., & Guralnick, R. P. (2023). Phylogenetic diversity and regionalization in the temperate arid zone. https://doi.org/10.1101/2023.11.01.565216

Abstract C048: Computational pathway analysis of differentially expressed miRNAs in Black compared with White laryngeal squamous cell carcinoma

Cancer Epidemiology, Biomarkers & Prevention / Jan 01, 2023

Lattimore, C. C., Kates, H., Gu, T., Jiang, J., Schmittgen, T., & Fredenburg, K. M. (2023). Abstract C048: Computational pathway analysis of differentially expressed miRNAs in Black compared with White laryngeal squamous cell carcinoma. Cancer Epidemiology, Biomarkers & Prevention, 32(1_Supplement), C048–C048. https://doi.org/10.1158/1538-7755.disp22-c048

GeoMX Digital Spatial Profiler Whole Transcriptome Assay for Human Pancreas v1

May 13, 2022

Fu, A. (2022). GeoMX Digital Spatial Profiler Whole Transcriptome Assay for Human Pancreas v1. https://doi.org/10.17504/protocols.io.8epv59bong1b/v1

Functional and comparative genomics reveals conserved noncoding sequences in the nitrogen-fixing clade

Jul 27, 2021

Pereira, W. J., Knaack, S., Conde, D., Chakraborty, S., Folk, R. A., Triozzi, P. M., Balmant, K. M., Dervinis, C., Schmidt, H. W., Ané, J.-M., Roy, S., & Kirst, M. (2021). Functional and comparative genomics reveals conserved noncoding sequences in the nitrogen-fixing clade. https://doi.org/10.1101/2021.07.27.453985

Domesticated mammals and birds: Species accounts

The Process of Animal Domestication / Jan 18, 2022

Sánchez-Villagra, M. R. (2022). Domesticated mammals and birds: Species accounts. In The Process of Animal Domestication (pp. 36–66). Princeton University Press. https://doi.org/10.23943/princeton/9780691217666.003.0002

Targeted Sequencing Suggests Wild-Crop Gene Flow Is Central to Different Genetic Consequences of Two Independent Pumpkin Domestications

Frontiers in Ecology and Evolution / Jul 12, 2021

Kates, H. R., Anido, F. L., Sánchez-de la Vega, G., Eguiarte, L. E., Soltis, P. S., & Soltis, D. E. (2021). Targeted Sequencing Suggests Wild-Crop Gene Flow Is Central to Different Genetic Consequences of Two Independent Pumpkin Domestications. Frontiers in Ecology and Evolution, 9. https://doi.org/10.3389/fevo.2021.618380

Evolutionary and domestication history of Cucurbita (pumpkin and squash) species inferred from 44 nuclear loci

Molecular Phylogenetics and Evolution / Jun 01, 2017

Kates, H. R., Soltis, P. S., & Soltis, D. E. (2017). Evolutionary and domestication history of Cucurbita (pumpkin and squash) species inferred from 44 nuclear loci. Molecular Phylogenetics and Evolution, 111, 98–109. https://doi.org/10.1016/j.ympev.2017.03.002

Population genetic variation, geographic structure, and multiple origins of autopolyploidy in Galax urceolata

American Journal of Botany / Jun 01, 2015

Servick, S., Visger, C. J., Gitzendanner, M. A., Soltis, P. S., & Soltis, D. E. (2015). Population genetic variation, geographic structure, and multiple origins of autopolyploidy in Galax urceolata. American Journal of Botany, 102(6), 973–982. Portico. https://doi.org/10.3732/ajb.1400554

Phylogenomic analysis of the hemp family (Cannabaceae) reveals deep cyto‐nuclear discordance and provides new insights into generic relationships

Journal of Systematics and Evolution / Dec 19, 2022

Fu, X., Liu, S., van Velzen, R., Stull, G. W., Tian, Q., Li, Y., Folk, R. A., Guralnick, R. P., Kates, H. R., Jin, J., Li, Z., Soltis, D. E., Soltis, P. S., & Yi, T. (2022). Phylogenomic analysis of the hemp family (Cannabaceae) reveals deep cyto‐nuclear discordance and provides new insights into generic relationships. Journal of Systematics and Evolution, 61(5), 806–826. Portico. https://doi.org/10.1111/jse.12920

Education

University of Florida

Genomics / December, 2017

Gainesville, Florida, United States of America

Experience

University of Florida Department of Pathology & Immunology

Bioinformatics Analyst III / October, 2023Present

University of Florida Department of Pathology & Immunology

Data Management Analyst III / January, 2022October, 2023

University of Florida

Postdoctoral Researcher / January, 2018December, 2021

PhD Candidate and Research Fellow / August, 2011December, 2017

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