publications technical reports thesis



P14. MEM-based pangenome indexing for k-mer queries
Hwang et al (2024) bioRxiv doi:10.1101/2024.05.20.595044
P13. ModDotPlot - Rapid and interactive visualization of complex repeats
Sweeten, AP, Schatz, MC, Phillippy, AM (2024) bioRxiv doi:10.1101/2024.04.15.589623
P12. Guide to k-mer approaches for genomics across the tree of life
Jenike et al. (2024) arXiv arXiv:2404.01519
P11. Integration of transcriptomics and long-read genomics prioritizes structural variants in rare disease
Jensen, Ni, et al. (2024) medRxiv doi:
P10. Gapless assembly of complete human and plant chromosomes using only nanopore sequencing
Koren et al. (2024) bioRxiv doi:
P9. Uncalled4 improves nanopore DNA and RNA modification detection via fast and accurate signal alignment
Kovaka, S, Hook, PW, Jenike, KM, Shivakumar, V, Morina, LB, Razahhi, R, Timp, W, Schatz, MC (2024) bioRxiv doi:
P8. Nanopore sequencing of 1000 Genomes Project samples to build a comprehensive catalog of human genetic variation
Gustafson et al. (2024) medRxiv doi:
P7. MaizeCODE reveals bi-directionally expressed enhancers that harbor molecular signatures of maize domestication
Cahn et al. (2024) bioRxiv
P6. Convergent evolution of plant prickles is driven by repeated gene co-option over deep time
Satterlee et al. (2024) bioRxiv
P5. The genome of the Wollemi pine, a critically endangered living fossil unchanged since the Cretaceous, reveals extensive ancient transposon activity
Stevenson, DW, Ramakrishnan, S, de Santis Aleves, C et al.. (2023) bioRxiv doi:
P4. Cross-species regulatory landscapes and elements revealed by novel joint systematic integration of human and mouse blood cell epigenomes
Xiang et al. (2023) bioRxiv doi:
P3. BEATRICE: Bayesian Fine-mapping from Summary Data using Deep Variational Inference
Ghosal, S, Schatz, M, Venkataraman, A (2023) bioRxiv doi:
P2. Differences in activity and stability drive transposable element variation in tropical and temperate maize.
Ou, S, Collins, T, Qiu, Y, Seetharam, AS, Menard, CC, Manchanda, N, Gent, JI, Schatz, MC, Anderson, SN, Hufford, MB, Hirsch CN (2022) bioRxiv doi:
P1. Modbamtools: Analysis of single-molecule epigenetic data for long-range profiling, heterogeneity, and clustering
Razaghi, R, Hook, PW, Ou, S, Schatz, MC, Hansen, KD, Jain, M, Timp, W (2022) bioRxiv doi:


181. The complete sequence and comparative analysis of ape sex chromosomes
Mokova et al. (2024) Nature doi: 10.1038/s41586-024-07473-2
180. The Galaxy platform for accessible, reproducible, and collaborative data analyses: 2024 update
The Galaxy Community (2024) Nucleic Acids Research
179. Beyond the Human Genome Project: The Age of Complete Human Genome Sequences and Pangenome References
Taylor, DJ, Eizenga, JM, Li, Q, et al. (2024) Annual Review of Genomics and Human Genetics doi: 10.1146/annurev-genom-021623-081639 [reprint]
178. Utility of long-read sequencing for All of Us
Mahmoud et al. (2024) Nature Communication doi:10.1038/s41467-024-44804-3
177. Scalable, accessible, and reproducible reference genome assembly and evaluation in Galaxy
Lariviere et al. (2024) Nature Biotechnology doi:10.1038/s41587-023-02100-3


176. Long-read sequencing reveals rapid evolution of immunity- and cancer-related genes in bats
Scheben, A, Ramos, OM, Kramer, M, Goodwin, S, Oppenheim, S, Becker, DJ, Schatz, MC, Simmons, NB, Siepel, A, McCombie, WR (2023) Genome Biology and Evolution doi: 10.1093/gbe/evad148
175. The complete sequence of a human Y chromosome
Rhie, A*, Nurk, S*, Cechova, M*, Hoyt, SJ*, Taylor, DJ*, et al. (2023) Nature
174. Concerning the eXclusion in human genomics: The choice of sex chromosome representation in the human genome drastically affects number of identified variants
Pinto, BJ, O'Connor, B, Schatz, M, Zarate, S, Wilson, MW. (2023) bioRxiv
173. Characterization of large-scale genomic differences in the first complete human genome
Yang et al. (2023) Genome Biology
172. Fast and accurate genome-wide predictions and structural modeling of protein-protein interactions using Galaxy
Guerler, A, Baker, D, van den Beek, M, Bouvier, D, Coraor, N, Schatz, MC, Nekrutenko, A (2023) BMC Bioinformatics doi:
171. Genome analyses reveal population structure and a purple stigma color gene candidate in finger millet
Davos, KM, Qi, P, Bahri, BA et al. (2023) Nature Communication doi: 10.1038/s41467-023-38915-6
170. Multicentre genetic diversity study of carbapenem-resistant Enterobacterales: predominance of untypeable pUVA-like blaKPC bearing plasmids
Simner PJ, Bergman Y, Fan Y, Jacobs EB, Ramakrishnan S, Lu J, Lewis S, Hanlon A, Tamma PD, Schatz MC, Timp W, Carroll KC (2023) JAC Antimicrobial Resistance doi: 10.1093/jacamr/dlad061
169. NHGRI Genomic Data Science Analysis, Visualization, and Informatics Lab-Space: Reaching out to Clinicians
Hall, JL, Honeycutt, S, Gonzalez, N, O’Donnell-Luria, A, Overby Taylor, C, Stevens, L, Philippakis, AA, Schatz, MC (2023) Circulation: Genomic and Precision Medicine
168. The EN-TEx resource of multi-tissue personal epigenomes & variant-impact models
Rozowsky et al (2023) Cell doi:
167. Jasmine and Iris: Population-scale structural variant comparison and analysis
Kirsche, M, Prabhu, G, Sherman, R, Ni, B, Battle, A, Aganezov, S, Schatz, MC (2023) Nature Methods
166. Approaching complete genomes, transcriptomes and epi-omes with accurate long-read sequencing
Kovaka, S, Ou, S, Jenike, K,Schatz, MC (2023) Nature Methods


165. Automated assembly scaffolding using RagTag elevates a new tomato system for high-throughput genome editing
Alonge, M, Lebeigle, L, Kirsche, M, Jenike, K, Ou, S, Aganezov, S, Wang, X, Lippman, ZB, Schatz, MC+, Soyk, S+ (2022) Genome Biology doi:
164. Sketching and sampling approaches for fast and accurate long read classification
Das, A, Schatz, MC (2022) BMC Bioinformatics doi:
163. Establishing Physalis as a new Solanaceae model system enables genetic reevaluation of the inflated calyx syndrome
He, J, Alonge, M, Ramakrishnan, S, Benoit, M, Soyk, S, Reem, N, Hendelman, A, Van Eck, J, Schatz, M, Lippman, Z (2022) The Plant Cell
162. Semi-automated assembly of high-quality diploid human reference genomes
Jarvis, ED et al. (2022) Nature
161. Diversifying the Genomic Data Science Research Community
The Genomics Data Science Community Network (2022) Genome Research doi: 10.1101/gr.276496.121
160. Minos: variant adjudication and joint genotyping of cohorts of bacterial genomes
Hunt, M, Letcher, B, Malone, KM, Nguyen, G, Hall, MB, Colquhoun, RM, Lima, L, Schatz, MC, Ramakrishnan, S, CRyPTIC consortium, Iqbal, Z (2022) Genome Biology doi:
159. Benchmarking challenging small variants with linked and long reads
Wagner et al (2022) Cell Genomics doi:
158. The Galaxy platform for accessible, reproducible and collaborative biomedical analyses: 2022 update
The Galaxy Community (2022) Nucleic Acids Research
157. Complete sequence of a 641-kb insertion of mitochondrial DNA in the Arabidopsis thaliana nuclear genome
Fields, PD, Waneka, G, Naish, M, Schatz, MC, Henderson, IR, Sloan, DB (2022) Genome Biology and Evolution
156. The complete sequence of a human genome
Nurk S, Koren S, Rhie A, Rautiainen M, Bzikadze AV, Mikheenko A, Vollger MR, Altemose N, Uralsky L, Gershman A, Aganezov S, Hoyt SJ, Diekhans M, Logsdon GA, Alonge M, Antonarakis SE, Borchers M, Bouffard GG, Brooks SY, Caldas GV, Chen NC, Cheng H, Chin CS, Chow W, de Lima LG, Dishuck PC, Durbin R, Dvorkina T, Fiddes IT, Formenti G, Fulton RS, Fungtammasan A, Garrison E, Grady PGS, Graves-Lindsay TA, Hall IM, Hansen NF, Hartley GA, Haukness M, Howe K, Hunkapiller MW, Jain C, Jain M, Jarvis ED, Kerpedjiev P, Kirsche M, Kolmogorov M, Korlach J, Kremitzki M, Li H, Maduro VV, Marschall T, McCartney AM, McDaniel J, Miller DE, Mullikin JC, Myers EW, Olson ND, Paten B, Peluso P, Pevzner PA, Porubsky D, Potapova T, Rogaev EI, Rosenfeld JA, Salzberg SL, Schneider VA, Sedlazeck FJ, Shafin K, Shew CJ, Shumate A, Sims Y, Smit AFA, Soto DC, Sović I, Storer JM, Streets A, Sullivan BA, Thibaud-Nissen F, Torrance J, Wagner J, Walenz BP, Wenger A, Wood JMD, Xiao C, Yan SM, Young AC, Zarate S, Surti U, McCoy RC, Dennis MY, Alexandrov IA, Gerton JL, O'Neill RJ, Timp W, Zook JM, Schatz MC, Eichler EE, Miga KH, Phillippy AM (2022) Science doi: 10.1126/science.abj6987
155. A complete reference genome improves analysis of human genetic variation
Aganezov, S*, Yan, SM*, Soto, DC*, Kirsche, M*, Zarate, S*, Avdeyev, P, Taylor, DJ, Shafin, K, Shumate, A, Xiao, C, Wagner, J, McDaniel, J, Olson, ND, Sauria, MEG, Vollger, MR, Rhie, A, Meredith, M, Martin, S, Lee, J, Koren, S, Rosenfeld, J, Paten, B, Layer, R, Chin, CS, Sedlazeck, FJ, Hansen, NF, Miller, DE, Phillippy, AM, Miga, KM, McCoy, RC†, Dennis, MY†, Zook, JW†, Schatz, MC† (2022) Science doi: 10.1126/science.abl3533
154. Epigenetic Patterns in a Complete Human Genome
Gershman, A, Sauria, MEG, Hook, PW, Hoyt, S, Razaghi, R, Koren, S, Altemose, N, Valadas, GV, Vollger, MR, Logsdon, GA, Rhie, A, Eichler, EE, Schatz, MC, O'Neill, RJ, Phillippy, AM, Miga, KH, Timp, W (2022) Science doi: 10.1126/science.abj5089
153. Complete genomic and epigenetic maps of human centromeres
Altemose N, Logsdon GA, Bzikadze AV, Sidhwani P, Langley SA, Caldas GV, Hoyt SJ, Uralsky L, Ryabov FD, Shew CJ, Sauria MEG, Borchers M, Gershman A, Mikheenko A, Shepelev VA, Dvorkina T, Kunyavskaya O, Vollger MR, Rhie A, McCartney AM, Asri M, Lorig-Roach R, Shafin K, Lucas JK, Aganezov S, Olson D, de Lima LG, Potapova T, Hartley GA, Haukness M, Kerpedjiev P, Gusev F, Tigyi K, Brooks S, Young A, Nurk S, Koren S, Salama SR, Paten B, Rogaev EI, Streets A, Karpen GH, Dernburg AF, Sullivan BA, Straight AF, Wheeler TJ, Gerton JL, Eichler EE, Phillippy AM, Timp W, Dennis MY, O'Neill RJ, Zook JM, Schatz MC, Pevzner PA, Diekhans M, Langley CH, Alexandrov IA, Miga KH (2022) Science doi: 10.1126/science.abl4178
152. From telomere to telomere: the transcriptional and epigenetic state of human repeat elements
Hoyt SJ, Storer JM, Hartley GA, Grady PGS, Gershman A, de Lima LG, Limouse C, Halabian R, Wojenski L, Rodriguez M, Altemose N, Rhie A, Core LJ, Gerton JL, Makalowski W, Olson D, Rosen J, Smit AFA, Straight AF, Vollger MR, Wheeler TJ, Schatz MC, Eichler EE, Phillippy AM, Timp W, Miga KH, O'Neill RJ (2022) Science doi: 10.1126/science.abk3112
151. Same-Cell Co-Occurrence of RAS Hotspot and BRAF V600E Mutations in Treatment-Naive Colorectal Cancer
Gularte-Mérida R, Smith S, Bowman AS, da Cruz Paula A, Chatila W, Bielski CM, Vyas M, Borsu L, Zehir A, Martelotto LG, Shia J, Yaeger R, Fang F, Gardner R, Luo R, Schatz MC, Shen R, Weigelt B, Sánchez-Vega F, Reis-Filho JS, Hechtman JF. (2022) JCO Precis Oncol. doi:10.1200/po.21.00365
150. Artificial Intelligence and Cardiovascular Genetics
Krittanawong, C, Johnson, KW, Choi, E, Kaplin, S, Venner, E, Murugan, M, Wang, Z, Glicksberg, BS, Amos, CI, Schatz, MC, Tang, W (2022) Life
149. Inverting the model of genomics data sharing with the NHGRI Genomic Data Science Analysis, Visualization, and Informatics Lab-space (AnVIL)
Schatz, MC*, Philippakis, AA*, Afgan, A, Banks, E, Carey, VJ, Carroll, RJ, Culotti, A, Ellrott, K, Goecks, J, Grossman, RL, Hall, IM, Hansen, KD, Lawson, J, Leek, JT, O’Donnell Luria, A, Mosher, S, Morgan, M, Nekrutenko, A, O’Connor, BD, Osborn, K, Paten, B, Patterson, C, Tan, FJ, Taylor, CO, Vessio, J, Waldron, L, Wang, T, Wuichet, K, AnVIL Team (2022) Cell Genomics doi:


148. The genetic and epigenetic landscape of the Arabidopsis centromeres
Naish, M*, Alonge, M*, Wlodzimierz, P*, Tock, AJ, Abramson, BW, Lambing, CA, Kuo, P, Yelina, N, Hartwick, N, Colt, K, Kakutani, T, Martienssen, RA, Bousios, A, Michael, TP, Schatz, MC+, Henderson, IR+ (2021) Science doi: 10.1126/science.abi7489
147. Democratizing long-read genome assembly
Kirsche, M, Schatz, MC (2021) Cell Systems
146. High resolution copy number inference in cancer using short-molecule nanopore sequencing
Baslan, T, Kovaka, S, Sedlazeck, FJ, Zhang, Y, Wappel, R, Lowe, SW, Goodwin, S, Schatz, MC (2021) Nucleic Acids Research
145. Local adaptation and archaic introgression shape global diversity at human structural variant loci
Yan, S, Sherman, RS, Taylor, DJ, Nair, DR, Bortvin, AN, Schatz, MC, McCoy, RC (2021) eLife doi:10.7554/eLife.67615
144. Pan-genomic Matching Statistics for Targeted Nanopore Sequencing
Ahmed, O, Rossi, M, Kovaka, S, Schatz, M, Gagie, T, Boucher, C, Langmead, B (2021) iScience doi:
143. An anchored chromosome-scale genome assembly of spinach improves annotation and reveals extensive gene rearrangements in euasterids
Hulse-Kemp, AM, Bostan, H, Chen, S, Ashrafi, H, Stoffel, K, Sanseverino, W, Li, L, Cheng, S, Schatz, MC, Garvin, T, du Toit, LJ, Tseng, E, Chin, J, Iorizzo, M, Van Deynze, A (2021) The Plant Genome
142. A plasmid locus associated with Klebsiella clinical infections encodes a microbiome-dependent gut fitness factor
Vornhagen, J, Bassis, CM, Ramakrishnan, S, Hein, R, Mason, S, Bergman, Y, Sunshine, N, Fan, Y, Holmes, CL, Timp, W, Schatz, MC, Young, VB, Simner, PJ, Bachman, MA (2021) PLOS Pathogens
141. The genomic basis of evolutionary differentiation among honey bees
Fouks, B, Brand, P, Nguyen, NN, Herman, J, Camara, F, Ence, D, Hagen, D, Hoff, KJ, Nachweide, S, Romoth, L, Walden, KK, Guigo, R, Stanke, M, Narzisi, G, Yandell, M, Robertson, HM, Koeniger, N, Chantawannakul, P, Schatz, MC, Worley, KC, Robinson, GE, Elsik, CG, Rueppell, O (2021) Genome Research doi: 10.1101/gr.272310.120
140. Natural genetic diversity in tomato flavor genes
Pereira, L, Sapkota, M, Alonge, M, Zheng, Y, Zhang, Y, Razifard, H, Taitano, NK, Schatz, M, Fernie, A, Wang, Y, Fei, Z, Caicedo, AL, Tieman, D, Van Der Knaap, E(2021) Front. Plant Sci. doi: 10.3389/fpls.2021.642828
139. Optimized sample selection for cost-efficient long-read population sequencing
Ranallo-Benavidez, T, Lemmon, Z, Soyk, S, Aganezov, S, Salerno, WJ, McCoy, RC, Lippman, Z, Schatz, MC, Sedlazeck, FJ (2021) Genome Research doi: 10.1101/gr.264879.120
138. Genomic Diversity of SARS-CoV-2 During Early Introduction into the United States National Capital Region
Thielen, PM, Wohl, S, Mehoke, T, Ramakrishnan, S, Kirsche, M, Falade-Nwulia, O, Trovao, NS, Erlund, A, Howser, C, Sadowski, N, Morris, P, Hopkins, M, Schwartz, M, Fan, Y, Gniazdowski, V, Lessler, J, Sauer, L, Schatz, MC, Evans, JD, Ray, SC, Timp, W, Mostafa, HN (2021) JCI Insight doi: 10.1172/jci.insight.144350
137. Cell wall protein variation, break‐induced replication, and subtelomere dynamics in Candida glabrata
Xu, X, Green, B, Benoit, N, Sobel, JD, Schatz, MC, Wheelan, S, Cormack, BP (2021) Molecular Microbiology
136. SNPC-1.3 is a sex-specific transcription factor that drives male piRNA expression in C. elegans
Choi, CP, Tay, RJ, Starostik, MR, Feng, S, Moresco, JJ, Montgomery, BE, Xu, E, Hammond, MA, Schatz, MC, Montgomery, TA, Yates, JR, Jacobsen, SE, Kim, JK (2021) eLife doi: 10.7554/eLife.60681
135. Using Galaxy to Perform Large‐Scale Interactive Data Analyses—An Update
Ostrovsky, A, Hillman‐Jackson, J, Bouvier, D, Clements, D, Afgan, E, Blankenberg, D, Schatz, MC, Nekrutenko, A, Taylor, J, The Galaxy Team, Lariviere, D (2021) Current Protocols
134. The human Origin Recognition Complex is essential for pre-RC assembly, mitosis and maintenance of nuclear structure.
Chou, HC, Bhalla, K, El Demerdesh, O, Klingbeil, O, Hanington, K, Aganezov, S, Andrews, P, Alsudani, H, Chang, K, Vakoc, CR, Schatz, MC McCombie, WR, Stillman, B (2021) eLife doi: 10.7554/eLife.61797


133. Skyhawk: An Artificial Neural Network-based discriminator for reviewing clinically significant genomic variants
Luo, R, Lam, TW, Schatz, MC (2020) International Journal of Computational Biology and Drug Design doi: 10.1504/IJCBDD.2020.113818
132. Parliament2: Accurate structural variant calling at scale
Zarate S, Carroll A, Mahmoud M, Krasheninina O, Jun G, Salerno WJ, Schatz MC, Boerwinkle E, Gibbs RA, Sedlazeck FJ (2020) GigaScience doi: 10.1093/gigascience/giaa145
131. iGenomics: Comprehensive DNA Sequence Analysis on your Smartphone
Palatnick, A, Zhou, B, Ghedin, E, Schatz, MC (2020) GigaScience doi:
130. Targeted nanopore sequencing by real-time mapping of raw electrical signal with UNCALLED
Kovaka, S, Fan, Y, Ni, B, Timp, W, Schatz, MC (2020) Nature Biotechnology doi:
129. Clonal Hematopoiesis Before, During, and After Human Spaceflight
Trinchant et al (2020) Cell Reports doi:
128. Sapling: Accelerating Suffix Array Queries with Learned Data Models
Kirsche, M, Das, A, Schatz, MC (2020) Bioinformatics doi:
127. A diploid assembly-based benchmark for variants in the major histocompatibility complex
Chin et al. (2020) Nature Communication doi:
126. Comprehensive analysis of structural variants in breast cancer genomes using single molecule sequencing
Aganezov, S, Goodwin, S, Sherman, R, Sedlazeck, FJ, Arun, G, Bhatia, S, Lee, I, Kirsche, M, Wappel, R, Kramer, M, Kostroff, K, Spector, DL, Timp, W, McCombie, WR, Schatz, MC (2020) Genome Research doi: 10.1101/gr.260497.119
125. Ribbon: Intuitive visualization for complex genomic variation
Nattestad, M, Aboukhalil, R, Chin, CS, Schatz, MC (2020) Bioinformatics
124. Major Impacts of Widespread Structural Variation on Gene Expression and Crop Improvement in Tomato
Alonge, M, Wang, X, et al (2020) Cell
123. A robust benchmark for germline structural variant detection
Zook, J, et al (2020) Nature Biotechnology
122. Vargas: heuristic-free alignment for assessing linear and graph read aligners
Darby, CA, Gaddipati, R, Schatz, MC, Langmead, B (2020) Bioinformatics
121. In memory of James Taylor: the birth of Galaxy
Nekrutenko, A, Schatz, MC (2020) Genome Biology doi:
120. Management, Analyses, and Distribution of the MaizeCODE Data on the Cloud
Wang et al. (2020) Frontiers of Plant Science doi:
119. GenomeScope 2.0 and Smudgeplots: Reference-free profiling of polyploid genomes
Ranallo-Benavidez, TR, Karon, KS, Schatz, MC (2020) Nature Communication doi:
118. De novo genome assembly of Candida glabrata reveals cell wall protein complement and structure of dispersed tandem repeat arrays
Xu, Z, Green, B, Benoit, N, Schatz, M, Wheelan, S, Cormack, B (2020) Molecular Microbiology doi:10.1111/mmi.14488


117. Paragraph: A graph-based structural variant genotyper for short-read sequence data
Chen, S, Krusche, P, Dolzhenko, E, Sherman, RM, Petrovski, R, Schlesinger, F, Kirsche, M, Bentley, DR, Schatz, MC, Sedlazeck, FJ, Eberle, MA (2019) Genome Biology doi:10.1186/s13059-019-1909-7
116. Recovering rearranged cancer chromosomes from karyotype graphs
Aganezov, S, Zban, I, Aksenov, V, Alexeev, N, Schatz, MC (2019) BMC Bioinformatics doi:10.1186/s12859-019-3208-4
115. Assembly of the 373k gene space of the polyploid sugarcane genome reveals reservoirs of functional diversity in the world's leading biomass crop
Souza et al. (2019) GigaScience
114. RaGOO: Fast and accurate reference-guided scaffolding of draft genomes
Alonge, M, Soyk, S, Ramakrishnan, S, Wang, X, Goodwin, S, Sedlazeck, FJ, Lippman, ZB, Schatz, MC (2019) Genome Biology doi:
113. The bracteatus pineapple genome and domestication of clonally propagated crops
Chen et al (2019) Nature Genetics doi:10.1038/s41588-019-0506-8
112. Accurate circular consensus long-read sequencing improves variant detection and assembly of a human genome
Wenger et al (2019) Nature Biotechnology doi:10.1038/s41587-019-0217-9
111. Samovar: Single-sample mosaic SNV calling with linked reads
Darby, CA, Fitch, JR, Brennen, PJ, Kelly, BJ, Bir, N, Magrini, V, Leonard, J, Cottrell, CE, Gastier-Foster, JM, Wilson, RK, Mardis, ER, White, P, Langmead, B, Schatz, MC (2019) iScience doi:
110. Addressing confounding artifacts in reconstruction of gene co-expression networks
Parsana, P, Ruberman, C, Jaffe, AE, Schatz, MC, Battle, A, Leek, JT (2019) Genome Biology
109. Hypo-osmotic-like stress underlies general cellular defects of aneuploidy
Tsai, HJ, Nelliat, AR, Choudhury, MI, Kucharavy, A, Bradford, WD, Cook, ME, Kim, J, Mair, DB, Sun, SX, Schatz, MC, Li R (2019) Nature doi:
108. Duplication of a domestication locus neutralized a cryptic variant that caused a breeding barrier in tomato
Soyk, S, Lemmon, ZH, Sedlazeck, FJ, Jiménez-Gómez, JM, Alonge, M, Hutton, SF, Van Eck, J, Schatz, MC, Lippman, ZB (2019) Nature Plants doi:
107. A master regulator of regeneration
Alonge, M, Schatz, MC (2019) Science doi: 10.1126/science.aaw6258
106. Clairvoyante: a multi-task convolutional deep neural network for variant calling in Single Molecule Sequencing
Luo, R, Sedlazeck, FJ, Lam, TW, Schatz, MC (2019) Nature Communications doi:
105. Graph genomes article collection
Schatz, MC, Cosgrove, A (2019) Genome Biology doi:
104. Novel circular RNA NF1 acts as a molecular sponge, promoting gastric cancer by absorbing miR-16
Wang et al (2019) Endocrine-Related Cancer doi: 10.1530/ERC-18-0478
103. Applying Rapid Whole Genome Sequencing to Predict Phenotypic Antimicrobial Susceptibility Testing Results Among Carbapenem-Resistant Klebsiella pneumoniae Clinical Isolates
Tamma P.D., Fan Y., Bergman, Y, Pertea, G, Kazmi, A, Lewis, S, Carroll, KC, Schatz, MC, Timp, W, Simner, P.J. (2019) Antimicrobial Agents and Chemotherapy DOI: 10.1128/AAC.01923-18


102. Genome‐wide patterns of transposon proliferation in an evolutionary young hybrid fish
Dennenmoser, S, Sedlazeck, FJ, Schatz, MC, Altmüller, J, Zytnicki, M, Nolte, AW (2018) Molecular Ecology
101. Parrot Genomes and the Evolution of Heightened Longevity and Cognition
Wirthlin et al (2018) Current Biologydoi:
100. Allele-defined genome of the autopolyploid sugarcane Saccharum spontaneum L.
Zhang et al. (2018) Nature Genetics doi:
99. Conservation genomics of the declining North American bumblebee Bombus terricola reveals inbreeding and selection on immune genes.
Kent, CF, Dey, A, Patel, H, Tsvetkov, N, Tiwari, T, MacPhail, VJ, Gobeil, Y, Harpur, BA, Gurtowski, J, Schatz, MC, Colla, SR, Zayed, A. (2018) Frontiers in Genetics doi: 10.3389/fgene.2018.00316
98. KBase: The United States Department of Energy Systems Biology Knowledgebase
Arkin, AP, Steven, RL, Cottingham, RW, Maslov, S, Henry, CS, et al. (2018) Nature Biotechnology doi: 10.1038/nbt.4163
97. Complex rearrangements and oncogene amplifications revealed by long-read DNA and RNA sequencing of a breast cancer cell line
Nattestad, M, Goodwin, S, Ng, K, Baslan, T, Sedlazeck, FJ, Rescheneder, P, Garvin, T, Fang, H, Gurtowski, J, Hutton, E, Tseng, E, Chin, C, Beck, T, Sundaravadanam, Y, Kramer, M, Antoniou, E, McPherson, JD, Hicks, J, McCombie, WR, Schatz, MC (2018) Genome Research doi: 10.1101/gr.231100.117
96. Precise detection of de novo single nucleotide variants in human genomes
Gomez-Romera, L, Palacios-Flores, K, Reyes, J, Garcia, D, Boege, M, Davila, G, Flores, M, Schatz, MC, Palacios, R (2018) PNAS
95. Accurate detection of complex structural variations using single molecule sequencing
Sedlazeck, FJ, Reschender, P, Smolka, M, Fang, H, Nattestad, M, von Haeseler, A, Schatz, MC (2018) Nature Methods doi:10.1038/s41592-018-0001-7
94. Antibiotic pressure on the acquisition and loss of antibiotic resistance genes in Klebsiella pneumoniae
Simner, PJ, Antar, AA, Hai, S, Gurtowski, J, Tamma, PD, Rock, C, Opene, BNA, Tekle, T, Carroll, KC, Schatz, MC, Timp, W (2018) Journal of Antimicrobial Chemotherapy
93. Piercing the dark matter: bioinformatics of long- range sequencing and mapping
Sedlazeck, FJ, Lee, H, Darby, CA, Schatz, MC (2018) Nature Reviews Genetics doi:10.1038/s41576-018-0003-4 [reprint]
92. Scikit-ribo: Accurate estimation and robust modeling of translation dynamics at codon resolution
Fang, H, Huang, Y, Radhakrishnan, A, Siepel, A, Lyon, GJ, Schatz, MC (2017) Cell Systems
91. Reference Quality Assembly of the 3.5 Gb genome of Capsicum annuum from a Single Linked-Read Library
Hulse-Kemp, AM, Maheshwari, S, Stoffel, K, Hill, TA, Jaffe, D, Williams, S, Weisenfeld, N, Ramakrishnan, S, Kumar, V, Shah, P, Schatz, MC, Church, DM, Van Deynze, A (2017) Horticulture Research doi:10.1038/s41438-017-0011-0


90. LRSim: a Linked Reads Simulator generating insights for better genome partitioning
Luo, R, Sedlazeck, FJ, Darby, CA, Kelly, SM, Schatz, MC (2017) Computational and Structural Biotechnology Journal
89. Hybrid assembly with long and short reads improves discovery of gene family expansions
Miller, JR, Zhou, P, Mudge, J, Gurtowski, J, Lee, H, Ramaraj, T, Walenz, BP, Liu, J, Stupar, RM, Denny, R, Song, L, Singh, N, Maron, LR, McCouch, SR, McCombie, WR, Schatz, MC, Tiffin, P, Young, KD, Silverstein, KAT (2017) BMC Genomics doi: 10.1186/s12864-017-3927-8. (Please cite this for ECTools hybrid error correction)
88. 16GT: a fast and sensitive variant caller using a 16-genotype probabilistic model
Luo, R, Schatz, MC, Salzberg, SL (2017) GigaScience doi:
87. Recurrent noncoding regulatory mutations in pancreatic ductal adenocarcinoma
Feigin, ME, Garvin, T, Bailey, P, Waddell, N, Chang, DK, Kelley, DR, Shuai, S, Gallinger, S, McPherson, JD, Grimmond, SM, Khurana, E, Stein, LD, Biankin, AV, Schatz, MC, Tuveson, DA (2017) Nature Genetics doi:10.1038/ng.3861

86. GenomeScope: Fast reference-free genome profiling from short reads
Vurture, GW, Sedlazeck, FJ, Nattestad, M, Underwood, CJ, Fang, H, Gurtowski, J, Schatz, MC (2017) Bioinformatics doi:

85. Nanopore sequencing meets epigenetics
Schatz, MC (2017) Nature Methods 14, 347–348 (2017) doi:10.1038/nmeth.4240

84. Bioinformatics of DNA
Heath, LS, Bravo, HC, Caccamo, M, Schatz, MC (2017) Proceedings of the IEEE doi: 10.1109/JPROC.2017.2652958
See entire issue here

83. TGF-β reduces DNA ds-break repair mechanisms to heighten genetic diversity and adaptability of CD44+/CD24- cancer cells
Pal, D, Pertot, A, Shirole, NH, Yao, Z, Anaparthy, N, Garvin, T, Cox, H, Chang, K, Rollins, F, Kendall, J, Edwards, L, Singh, VA, Stone, GC, Schatz, MC, Hicks, J, Hannon, G, Sordella, R (2017) eLife doi:


82. NanoBLASTer: Fast alignment and characterization of Oxford Nanopore single molecule sequencing reads
Amin, M.R., Skiena, S, Schatz, MC (2016) Proceedings of the Computational Advances in Bio and Medical Sciences (ICCABS) Conference. doi: 10.1109/ICCABS.2016.7802776
81. Indel variant analysis of short-read sequencing data with Scalpel
Fang, H, Grabowska, EA, Arora, K, Vacic, V, Zody, MC, Iossifov, I, ORawe, JA, Wu, Y, Jimenez-Barron, LT, Rosenbaum, J, Ronemus, M, Lee, Y, Wang, Z, Lyon, GJ, Wigler, M, Schatz, MC , Narzisi G (2015) Nature Protocols doi:10.1038/nprot.2016.150
80. The evolution of inflorescence diversity in the nightshades and heterochrony during meristem maturation
Lemmon, ZH, Park, SJ, Jiang, K, Van Eck, J, Schatz, MC, Lippman ZB (2016) Genome Research doi: 10.1101/gr.207837.116
79. Phased Diploid Genome Assembly with Single Molecule Real-Time Sequencing
Chin, CS, Peluso, P, Sedlazeck, FJ, Nattestad, M, Concepcion, GT, Clum, A, Dunn, C, O'Malley, R, Figueroa-Balderas, R, Morales-Cruz, A, Cramer, GR, Delledonne, M, Luo, C, Ecker, JR, Cantu, D, Rank, DR., Schatz, MC (2016) Nature Methods doi:10.1038/nmeth.4035
78. Complete telomere-to-telomere de novo assembly of the Plasmodium falciparum genome through long-read (>11 kb), single molecule, real-time sequencing
Vembar, SS, Seetin, M, Lambert, C, Nattestad, M, Schatz, MC, Baybayan, P, Scherf, A, Smith, ML. (2016) DNA Research doi: 10.1093/dnares/dsw022
77. Assemblytics: a web analytics tool for the detection of variants from an assembly
Nattestad, M, Schatz, MC (2016) Bioinformatics doi: 10.1093/bioinformatics/btw369
76. Insight into the evolution of the Solanaceae from the parental genomes of Petunia hybrida
Bombarely, A et al. (2016) Nature Plants doi:10.1038/nplants.2016.74
75. Chromosomal-Level Assembly of the Asian Seabass Genome Using Long Sequence Reads and Multi-layered Scaffolding
Vij, S et al. (2016) PLOS Genetics
74. Genome assembly and geospatial phylogenomics of the bed bug Cimex lectularius
Rosenfeld, JA et al. (2016) Nature Communication doi:10.1038/ncomms10164


73. The pineapple genome and the evolution of CAM photosynthesis
Ming, R, VanBuren, R, Man Wai, C, Tang, H, Schatz MC, et al. (2015) Nature Genetics doi:10.1038/ng.3435
72. Teaser: Individualized benchmarking and optimization of read mapping results for NGS data
Smolka M, Rescheneder P, Schatz MC, Haeseler AV, Sedlazeck FJ. (2015) Genome Biology 16:235 doi:10.1186/s13059-015-0803-1
71. Oxford Nanopore sequencing, hybrid error correction, and de novo assembly of a eukaryotic genome
Goodwin, S, Gurtowski, J, Ethe-Sayers, S, Deshpande, P, Schatz MC*, McCombie, WR* (2015) Genome Research doi: 10.1101/gr.191395.115
70. Biological data sciences in genome research
Schatz MC (2015) Genome Research 25: 1417-1422. doi: 10.1101/gr.191684.115
69. Metassembler: merging and optimizing de novo genome assemblies
Wences, AH Schatz MC (2015) Genome Biology 16:207. doi:10.1186/s13059-015-0764-4
68. Genome and transcriptome of the regeneration-competent flatworm, Macrostomum lignano
Wasik, KA, Gurtowski J, Zhou, X, Mendivil Ramos O, Delás MJ, Battistoni, G, El Demerdash, O, Faciatori, I, Vizoso, DV, Ladurner, P, Schärer, L, McCombie, WR, Hannon, GJ*, Schatz MC* (2015) PNAS doi: 10.1073/pnas.1516718112
67. Interactive analysis and assessment of single-cell copy-number variations.
Garvin, T, Aboukhalil, R, Kendall, J, Baslan, T, Atwal, GS, Hicks, J, Wigler, M, Schatz MC (2015) Nature Methods doi:10.1038/nmeth.3578
66. Dual functions of Macpiwi1 in transposon silencing and stem cell maintenance in the flatworm Macrostomum lignano
Zhou X, Battistoni G, Demerdash OE, Gurtowski J, Wunderer J, Falciatori I, Ladurner P, Schatz MC, Hannon GJ, Wasik KA (2015) RNA doi: 10.1261/rna.052456.115
65. Big Data: Astronomical or Genomical?
Stephens, Z, et al. (2015) PLOS Biology DOI: 10.1371/journal.pbio.1002195
64. Molecular genetic diversity and characterization of conjugation genes in the fish parasite Ichthyophthirius multifiliis
MacColl E, et al. (2015) Molecular Phylogenetics and Evolution 86:1-7. doi:10.1016/j.ympev.2015.02.017
63. Extending reference assembly models
Church, DM, et al. (2015) Genome Biology 16:13 doi:10.1186/s13059-015-0587-3
62. The challenge of small-scale repeats for indel discovery
Narzisi, G, Schatz MC (2015) Frontiers in Bioengineering and Biotechnology 3:8. doi: 10.3389/fbioe.2015.00008


61. Whole genome de novo assemblies of three divergent strains of rice (O. sativa) documents novel gene space of aus and indica
Schatz MC, Maron, LG, Stein, JC, Wences, AH, Gurtowski, J, Biggers, E, Lee, H, Kramer, M, Antoniou, E, Ghiban, E, Wright, MH, Chia, JM, Ware, D, McCouch, S, McCombie, WR (2014) Genome Biology 15:506 doi:10.1186/s13059-014-0506-z
60. SplitMEM: A graphical algorithm for pan-genome analysis with suffix skips
Marcus, S, Lee, H, Schatz MC (2014) Bioinformatics doi: 10.1093/bioinformatics/btu756
59. The contribution of de novo coding mutations to autism spectrum disorder
Iossifov, I et al. (2014) Nature doi:10.1038/nature13908
58. Reducing INDEL calling errors in whole-genome and exome sequencing data
Fang, H, Narzisi, G, O'Rawe, J, Wu, Y, Rosenbaum, J, Ronemus, M, Iossifov, I, Schatz MC, Lyon, GJ (2014) Genome Medicine 6:89. doi:10.1186/s13073-014-0089-z
57. Accurate de novo and transmitted indel detection in exome-capture data using microassembly.
Narzisi, G, O'Rawe, JA, Iossifov, I, Fang, H, Lee, YH, Wang, Z, Wu, Y, Lyon, G, Wigler, M, Schatz MC (2014) Nature Methods doi:10.1038/nmeth.3069
56. High-coverage sequencing and annotated assemblies of the budgerigar genome
Ganapathy, G et al. (2014) GigaScience 3:11 doi:10.1186/2047-217X-3-11
55. Large-scale sequencing and assembly of cereal genomes using Blacklight
Blood, P, Marcus, S, Schatz MC (2014) XSEDE14 Atlanta GA, July 13-18. 2014 [preprint]
54. On Algorithmic Complexity of Biomolecular Sequence Assembly Problem
Narzisi, G, Mishra, B, Schatz MC (2014) Algorithms for Computational Biology Lecture Notes in Computer Science, Vol. 8542 [preprint]


53. Cultivation and Complete Genome Sequencing of Gloeobacter kilaueensis sp. nov., from a Lava Cave in Kīlauea Caldera, Hawai'i
Saw JHW, Schatz M, Brown MV, Kunkel DD, Foster JS, et al. (2013) PLoS One 8(10): e76376. doi:10.1371/journal.pone.0076376
52. Assemblathon 2: evaluating de novo methods of genome assembly in three vertebrate species
Bradnam, KR. et al (2013) GigaScience 2:10 doi:10.1186/2047-217X-2-10
51. The advantages of SMRT sequencing
Roberts, RJ, Carneiro, MO, and Schatz, MC (2013) Genome Biology 14:405 doi:10.1186/gb-2013-14-6-405
50. The DNA60IFX Contest
Schatz, MC, Taylor, J and Schelhorn, S (2013) Genome Biology 14:124 doi:10.1186/gb-2013-14-6-124
49. The DNA Data Deluge
Schatz, MC and Langmead, B (2013) IEEE Spectrum July, 2013
48. Genome of the long-living sacred lotus (Nelumbo nucifera Gaertn.)
Ming, R et al. (2013) Genome Biology 14:R41
47. Sixty years of genome biology
Doolittle, WF et al. (2013) Genome Biology 14:113
46. Aluminum tolerance in maize is associated with higher MATE1 gene copy number
Maron, LG et al. (2013) PNAS doi: 10.1073/pnas.1220766110


45. Computational thinking in the era of big data biology
Schatz, MC (2012) Genome Biology 13:177
44. Answering the demands of digital genomics
Titmus, MA, Gurtowski, J, Schatz, MC (2012) Concurrency and Computation: Practice and Experience DOI: 10.1002/cpe.2925
43. De novo identification of 'heterotigs' towards accurate and in-phase assembly of complex plant genomes
Price J, et al. (2012) Proceedings of BIOCOMP'12 Las Vegas, NV. [preprint]
42. Genotyping in the Cloud with Crossbow
Gurtowski, J, Schatz, MC, Langmead, B (2012) Current Protocols in Bioinformatics 39:15.3.1-15.3.15
41. The rise of a digital immune system
Schatz, MC, Phillippy, AM (2012) GigaScience 1:4
40. Hybrid error correction and de novo assembly of single-molecule sequencing reads
Koren, S, Schatz, MC, Walenz, BP, Martin, J, Howard, JT, Ganapathy, G, Wang, Z, Rasko, DA, McCombie, WR, Jarvis, ED, Phillippy, AM (2012) Nature Biotechnology. doi:10.1038/nbt.2280
39. Genomic Dark Matter: The reliability of short read mapping illustrated by the Genome Mappability Score
Lee, H, Schatz, MC (2012) Bioinformatics. 10.1093/bioinformatics/bts330
38. Current challenges in de novo plant genome sequencing and assembly
Schatz, MC, Witkowski, J, McCombie, WR (2012) Genome Biology. 12:243
37. De novo gene disruptions in children on the autism spectrum
Iossifov, I. et al. (2012) Neuron. 74:2 285-299


36. Rate of meristem maturation determines inflorescence architecture in tomato
Park, SJ, Jiang, K, Schatz, MC, Lippman, ZB (2011) PNAS. doi: 10.1073/pnas.1114963109
35. Hawkeye and AMOS: visualizing and assessing the quality of genome assemblies
Schatz, MC, et al. (2011) Briefings in Bioinformatics. doi: 10.1093/bib/bbr074
34. GAGE: A critical evaluation of genome assemblies and assembly algorithms
Salzberg, SL, et al. (2011) Genome Research. doi: 10.1101/gr.131383.111
33. Complex microbiome underlying secondary and primary metabolism in the tunicate-Prochloron symbiosis.
Donia, MS, et al. (2011) PNAS. doi: 10.1073/pnas.1111712108
32. Assemblathon 1: A competitive assessment of de novo short read assembly methods.
Earl, DA, et al. (2011) Genome Research. doi: 10.1101/gr.126599.111
31. Two new complete genome sequences offer insight into host and tissue specificity of plant pathogenic Xanthomonas spp.
Bogdanove, AJ, et al. (2011) Journal of Bacteriology. doi:10.1128/JB.05262-11
30. Rapid Parallel Genome Indexing with MapReduce.
Menon, RK, Bhat, GP, Schatz, MC (2011) Proceedings of the 2nd International Workshop on MapReduce and its applications. HPDC'11, San Jose, CA. [preprint]


29. Quake: quality-aware detection and correction of sequencing reads.
Kelley, DR, Schatz, MC, Salzberg, SL (2010) Genome Biology. 11:R116
28. Genomic survey of the ectoparasitic mite Varroa destructor, a major pest of the honey bee Apis mellifera.
Cornman, SR, Schatz, MC, et al. (2010) BMC Genomics. 11:602
27. Multi-Platform Next-Generation Sequencing of the Domestic Turkey (Meleagris gallopavo): Genome Assembly and Analysis.
Dalloul, RA, et al. (2010) PLoS Biology. 8(9): e1000475.
26. The missing graphical user interface for genomics.
Schatz, MC. (2010) Genome Biology. 11:128
25. Design patterns for efficient graph algorithms in MapReduce.
Lin, J., Schatz, MC. (2010) Proceedings of the Eighth Workshop on Mining and Learning with Graphs Workshop (MLG-2010) .
24. Cloud Computing and the DNA Data Race.
Schatz, MC, Landmead, B, Salzberg, SL. (2010) Nature Biotechnology. 28:691-693
23. Integrated microbial survey analysis of prokaryotic communities for the PhyloChip microarray.
Schatz, MC, Phillippy, AM, Gajer, P, DeSantis, TZ, Anderson, GL, Ravel, J. (2010) Applied and Environmental Microbiology.
22. Assembly of large genomes using second-generation sequencing.
Schatz, MC, Delcher, AL, Salzberg, SL. (2010) Genome Research, 20: 1165-1173.
21. Assembly complexity of prokaryotic genomes using short reads.
Kingsford, C, Schatz, MC, Pop, M (2010) BMC Bioinformatics 11:21.


20. Searching for SNPs with cloud computing.
Langmead, B, Schatz, MC, Lin, J, Pop, M, Salzberg, SL (2009) Genome Biology 10:R134.
19. Optimizing data intensive GPGPU computations for DNA sequence alignment.
Trapnell, C, Schatz, MC (2009) Parallel Computing 35(8-9):429-440.
18. Genomic Analyses of the Microsporidian Nosema ceranae, an Emergent Pathogen of Honey Bees.
Cornman, RS, Chen, YP, Schatz, MC, et al. (2009) PLoS Pathogens 5(6):e1000466.
17. A whole-genome assembly of the domestic cow, Bos taurus.
Zimin, AV, Delcher, AL, Florea, L, Kelley, DR, Schatz, MC, et al. (2009) Genome Biology 10:R42.
16. CloudBurst: Highly Sensitive Read Mapping with MapReduce.
Schatz, MC (2009) Bioinformatics 25:1363-1369.
15. Comparative genomics of mutualistic viruses of Glyptapanteles parasitic wasps.
Desjardins, CA, et al. (2009) Genome Biology 9:R183.


14. Characterization of Insertion Sites in Rainbow Papaya, the First Commercialized Transgenic Fruit Crop.
Suzuki, JY, et al. (2008) Tropical Plant Biology 1:293-309.
13. Revealing Biological Modules via Graph Summarization.
Navlakha, S, Schatz, M, Kingsford, C. (2008) Journal of Computational Biology 16(2): 253-264.
12. Genome sequence and rapid evolution of the rice pathogen Xanthomonas oryzae pv. oryzae PXO99A.
Salzberg, SL, Sommer DS, Schatz, MC, et al. (2008) BMC Genomics 9:204.
11. The draft genome of the transgenic tropical fruit tree papaya (Carica papaya Linnaeus).
Ming, R, et al. (2008) Nature 452, 991-996.
10. Genome Assembly forensics: finding the elusive mis-assembly.
Phillippy, AM, Schatz, MC, Pop, M. (2008) Genome Biology 9:R55.


9. High-throughput sequence alignment using Graphics Processing Units.
Schatz, MC, Trapnell, C, Delcher, AL, Varshney, A. (2007) BMC Bioinformatics 8:474.
8. Evolution of genes and genomes on the Drosophila phylogeny.
Drosophila 12 Genomes Consortium. (2007) Nature Nov 8;450(7167):203-18.
7. Draft Genome of the Filarial Nematode Parasite Brugia malayi.
Ghedin, E, et al. (2007) Science 317(5845):1756-1760.
6. Structure and evolution of a proviral locus of Glyptapanteles indiensis bracovirus.
Desjardins, CA, et al. (2007) BMC Microbiology 7:61
5. Genome Sequence of Aedes aegypti, a Major Arbovirus Vector.
Nene, V et al. (2007) Science 316(5832), 1718-1723.
4. Hawkeye: a visual analytics tool for genome assemblies.
Schatz, MC, Phillippy, AM, Shneiderman, B, Salzberg, SL. (2007) Genome Biology 8:R34.
3. Draft Genome Sequence of the Sexually Transmitted Pathogen Trichomonas vaginalis.
Carlton, JM, Hirt, RP, Silva, JC, Delcher, AL, Schatz, M, et al. (2007) Science 315 (5809), 207-212.

2006 & earlier

2. Major structural differences and novel potential virulence mechanisms from the genomes of multiple campylobacter species.
Fouts, DE et al. (2005) PLoS Biology 3 (1):e15.
1. Automated correction of genome sequence errors.
Gajer, P, Schatz, M, Salzberg, SL. (2004) Nucleic Acids Research 32 (2):562-569.

Technical Reports

T4 Random Forest Factorization Reveals Latent Structure in Single Cell RNA Sequencing Data
Brenerman, BM, Shapiro, MD, Schatz, MC, Battle, A (2021) bioRxiv doi:
T3. LongTron: Automated Analysis of Long Read Spliced Alignment Accuracy
Wilks, C, Schatz, MC (2020) bioRxiv doi:
T2. First near complete haplotype phased genome assembly of River buffalo (Bubalus bubalis)
Ananthasayanam, S, Kothandaraman, H, Nayee, N, Saha, S, Baghel, DS, Gopalakrishnan, K, Peddamma, S, Singh, RB Schatz, MC (2019) bioRxiv doi:
T1. SplitThreader: Exploration and analysis of rearrangements in cancer genomes
Nattestad, M, Alford, MC, Sedlazeck, FJ, Schatz, MC (2016) bioRxiv doi:

11. Genomic Variant Calling at Scale Across Human Populations
Zarate, Samantha (2023) Ph.D. Disseration, Johns Hopkins University
10. Computational Methods for Structural Variation Analysis in Populations
Kirsche, Melanie (2022) Ph.D. Disseration, Johns Hopkins University
9. Computational Methods for Genomics, Transcriptomic, and Epi-Omic Analysis with Long-Read Sequencing
Kovaka, Sam (2022) Ph.D. Disseration, Johns Hopkins University
8. Pan-Genomics and the Structural Diversity of Plant Genomes
Alonge, Michael (2021) Ph.D. Disseration, Johns Hopkins University
7. Mathematical Analysis of Genome Complexity and Population Diversity using Next- and Third-Generation Sequencing Technologies
Ranallo-Benavidez, Timothy (2020) Ph.D. Disseration, Johns Hopkins University
6. Computational Methods Addressing Genetic Variation in Next-Generation Sequencing Data
Darby, Charlotte (2020) Ph.D. Disseration, Johns Hopkins University
5. Graphical and machine learning algorithms for large-scale genomics data
Fang, Han (2017) Ph.D. Disseration, Stony Brook University
4. Computational methods for analysis and visualization of long-read sequencing data in cancer genomics
Nattestad, Maria (2017) Ph.D. Disseration, Cold Spring Harbor Laboratory
3. Algorithms to Aid Cancer Genomics with Advanced Sequencing Technology.
Garvin, Tyler (2016) Ph.D. Disseration, Cold Spring Harbor Laboratory
2. Algorithms and Applications in Genome Assembly using Long Read Sequencing Technology.
Lee, Hayan (2015) Ph.D. Disseration, Stony Brook University
1. High Performance Computing for DNA Sequence Alignment and Assembly.
Schatz, M.C. (2010) Ph.D. Disseration, Department of Computer Science, University of Maryland

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