Andrea Sottoriva

Biochemistry, Genetics and Molecular BiologyMedicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 5%percentile

0.353Author DataRank

Indexed papers

1in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 1 indexed paper attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Whole genome sequencing of 2,023 colorectal cancers reveals mutational landscapes, new driver genes and immune interactions

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.11.16.515599

Top 50%

0.353DataRank

Top 50%9 citations

Andreas Gruber, Ben Kinnersley, Daniel Chubb, Anna Frangou, Giulio Caravagna +29 more

Papers

Driven by 19 papers — median percentile 50. Top paper: “Germline MBD4 deficiency causes a multi-tumor predisposition syndrome”.

Germline MBD4 deficiency causes a multi-tumor predisposition syndrome

The American Journal of Human Genetics(2022)10.1016/j.ajhg.2022.03.018

N/A

1.9DataRank · unranked

79 citations

Hannah D. West, Edward Chew, Sara Galavotti, Christoffer Flensburg, Judith E. Grolleman +64 more

Phenotypic plasticity and genetic control in colorectal cancer evolution

Nature(2022)10.1038/s41586-022-05311-x

N/A

0.786DataRank · unranked

188 citations

Timon Heide, George D. Cresswell, Inmaculada Spiteri, Christopher Kimberley, Luís Zapata +28 more

Subclonal reconstruction of tumors by using machine learning and population genetics

Nature Genetics(2020)10.1038/s41588-020-0675-5

N/A

0.737DataRank · unranked

135 citations

Timon Heide, Marc Williams, Luís Zapata, Daniel Nichol, Ketevan Chkhaidze +10 more

The co-evolution of the genome and epigenome in colorectal cancer

Nature(2022)10.1038/s41586-022-05202-1

N/A

0.729DataRank · unranked

128 citations

Jacob Househam, George D. Cresswell, Inmaculada Spiteri, Claire Lynn, Maximilian Mossner +26 more

Mapping the breast cancer metastatic cascade onto ctDNA using genetic and epigenetic clonal tracking

Nature Communications(2020)10.1038/s41467-020-15047-9

N/A

0.578DataRank · unranked

46 citations

Daniel Nichol, Inmaculada Spiteri, Haider Tari, Luís Zapata, Timon Heide +7 more

The MOBSTER R package for tumour subclonal deconvolution from bulk DNA whole-genome sequencing data

BMC Bioinformatics(2020)10.1186/s12859-020-03863-1

N/A

0.533DataRank · unranked

34 citations

Guido Sanguinetti, Trevor A. Graham, Andrea Sottoriva, Giulio Caravagna

Whole genome sequencing of 2,023 colorectal cancers reveals mutational landscapes, new driver genes and immune interactions

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.11.16.515599

Top 50%

0.353DataRank

Top 50%9 citations

Andreas Gruber, Ben Kinnersley, Daniel Chubb, Anna Frangou, Giulio Caravagna +29 more

Epigenome and early selection determine the tumour-immune evolutionary trajectory of colorectal cancer

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.02.12.579956

N/A

0.312DataRank · unranked

7 citations

Vinaya Gunasri, Luís Zapata, Jacob Househam, Timon Heide, Nicholas Trahearn +17 more

Long deletion signatures in repetitive genomic regions track somatic evolution and enable sensitive detection of microsatellite instability

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.10.03.616572

N/A

0.165DataRank · unranked

2 citations

Jacob Househam, Eszter Lakatos, Salpie Nowinski, Ibrahim Al Bakir, Heather E. Grant +9 more

Exploiting evolutionary steering to induce collateral drug sensitivity in cancer

Nature Communications(2020)10.1038/s41467-020-15596-z

N/A

0DataRank · unranked

129 citations

Daniel Nichol, Javier Fernández-Mateos, George D. Cresswell, Iros Barozzi, Sung Pil Hong +14 more

Quantification of spatial subclonal interactions enhancing the invasive phenotype of pediatric glioma

Cell Reports(2022)10.1016/j.celrep.2022.111283

N/A

0DataRank · unranked

20 citations

Ketty Kessler, Nick Trahearn, Benjamin Werner, Maria Vinci, Chris Jones +2 more

Negative selection may cause grossly altered but broadly stable karyotypes in metastatic colorectal cancer

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.03.26.007138

N/A

0DataRank · unranked

18 citations

Salpie Nowinski, George D. Cresswell, Maximilian Mossner, Abhirup Banerjee, Bingxin Lu +48 more

Whole genome sequencing of 2,023 colorectal cancers reveals mutational landscapes, new driver genes and immune interactions

Research Square(2022)10.21203/rs.3.rs-2273265/v1

N/A

0DataRank · unranked

3 citations

Alex J. Cornish, Andreas Gruber, Richard S. Houlston, Amit Sud, Philip Law +29 more

Phenotypic noise and plasticity in cancer evolution

Trends in Cell Biology(2023)10.1016/j.tcb.2023.10.002

N/A

0DataRank · unranked

42 citations

Jacob Househam, Ann‐Marie Baker, Andrea Sottoriva, Trevor A. Graham, Frederick J.H. Whiting

The genomic landscape of 2,023 colorectal cancers

Nature(2024)10.1038/s41586-024-07747-9

N/A

0DataRank · unranked

158 citations

Andreas Gruber, Ben Kinnersley, Daniel Chubb, Anna Frangou, Giulio Caravagna +31 more

Epigenetically driven and early immune evasion in colorectal cancer evolution

Nature Genetics(2025)10.1038/s41588-025-02349-1

N/A

0DataRank · unranked

9 citations

Vinaya Gunasri, Luís Zapata, Jacob Househam, Timon Heide, Nicholas Trahearn +17 more

Measuring the distribution of fitness effects in somatic evolution by combining clonal dynamics with dN/dS ratios

eLife(2020)10.7554/elife.48714

N/A

0DataRank · unranked

60 citations

Luís Zapata, Benjamin Werner, C. Barnes, Andrea Sottoriva, Trevor A. Graham +1 more

Computational pathology applied to clinical colorectal cancer cohorts identifies immune and endothelial cell spatial patterns predictive of outcome

The Journal of Pathology(2025)10.1002/path.6378

N/A

0DataRank · unranked

7 citations

Chirine Sakr, Abhirup Banerjee, Seung Hyun Lee, Ann‐Marie Baker, Hemant M. Kocher +13 more

Reconstructing single-cell karyotype alterations in colorectal cancer identifies punctuated and gradual diversification patterns

Nature Genetics(2021)10.1038/s41588-021-00891-2

N/A

0DataRank · unranked

74 citations

Ellen Stelloo, Petra van Leenen, Myrna van den Bos, Bas Ponsioen, Bingxin Lu +21 more

Andrea Sottoriva

Indexed papers

Top data-sharing exemplar

Papers