FinnGen

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 4%percentile

0.736Author 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.

Findings and insights from the genetic investigation of age of first reported occurrence for complex disorders in the UK Biobank and FinnGen

medRxiv(2020)10.1101/2020.11.20.20234302

Top 27%

0.736DataRank

Top 27%18 citations

Tian Ge, Mattia Cordioli, FinnGen, Andrea Ganna, Jordan W. Smoller +2 more

Papers

Driven by 55 papers — median percentile 73. Top paper: “Findings and insights from the genetic investigation of age of first reported occurrence for complex disorders in the UK Biobank and FinnGen”.

Findings and insights from the genetic investigation of age of first reported occurrence for complex disorders in the UK Biobank and FinnGen

medRxiv(2020)10.1101/2020.11.20.20234302

Top 27%

0.736DataRank

Top 27%18 citations

Tian Ge, Mattia Cordioli, FinnGen, Andrea Ganna, Jordan W. Smoller +2 more

The proportion of Alzheimer’s disease attributable to apolipoprotein E

npj Dementia(2026)10.1038/s44400-025-00045-9

N/A

0.104DataRank · unranked

1 citations

Sami Heikkinen, Mikko Hiltunen, FinnGen, Neil M. Davies, Emma L. Anderson +2 more

The role of polygenic risk and susceptibility genes in breast cancer over the course of life

Nature Communications(2020)10.1038/s41467-020-19966-5

N/A

0DataRank · unranked

176 citations

Elisabeth Widén, Sini Kerminen, Tuomo J Meretoja, Matti Pirinen, Pietro Della Briotta Parolo +94 more

Inherited myeloproliferative neoplasm risk affects haematopoietic stem cells

Nature(2020)10.1038/s41586-020-2786-7

N/A

0DataRank · unranked

151 citations

Satish K. Nandakumar, Xiaotian Liao, Alexander G. Bick, Juha Karjalainen, Marcin Tabaka +79 more

Rare protein-altering variants in ANGPTL7 lower intraocular pressure and protect against glaucoma

PLoS Genetics(2020)10.1371/journal.pgen.1008682

N/A

0DataRank · unranked

53 citations

Michael Wainberg, Juha Karjalainen, Tuomo Kiiskinen, Guhan Venkataraman, Susanna Lemmelä +9 more

An efficient and accurate frailty model approach for genome-wide survival association analysis controlling for population structure and relatedness in large-scale biobanks

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.10.31.358234

N/A

0DataRank · unranked

12 citations

Wei Zhou, Tuomo Kiiskinen, Aki S. Havulinna, Amanda Elliott, Juha Karjalainen +9 more

Polygenic risk, susceptibility genes, and breast cancer over the life course

medRxiv(2020)10.1101/2020.04.17.20069229

N/A

0DataRank · unranked

11 citations

Elisabeth Widén, Sini Kerminen, Tuomo J Meretoja, Matti Pirinen, Priit Palta +7 more

Genome-wide Screen of Otosclerosis in Population Biobanks: 18 Loci and Shared Heritability with Skeletal Structure

medRxiv(2020)10.1101/2020.11.15.20227868

N/A

0DataRank · unranked

4 citations

Tuomo Kiiskinen, Juha Karjalainen, Kristi Krebs, Mitja Kurki, Aki S. Havulinna +17 more

Genetics of 35 blood and urine biomarkers in the UK Biobank

Nature Genetics(2021)10.1038/s41588-020-00757-z

N/A

0DataRank · unranked

803 citations

Yosuke Tanigawa, David Amar, Nina Mars, Christian Benner, Matthew Aguirre +19 more

Age-dependent impact of the major common genetic risk factor for COVID-19 on severity and mortality

medRxiv(2021)10.1101/2021.03.07.21252875

N/A

0DataRank · unranked

29 citations

Sara Pigazzini, Frauke Degenhardt, Mattia Cordioli, Guillaume Butler‐Laporte, Douglas Maya‐Miles +44 more

Author Correction: Genetics of 35 blood and urine biomarkers in the UK Biobank

Nature Genetics(2021)10.1038/s41588-021-00956-2

N/A

0DataRank · unranked

14 citations

Yosuke Tanigawa, David Amar, Nina Mars, Christian Benner, Matthew Aguirre +19 more

Genome-wide association study of 1,391 plasma metabolites in 6,136 Finnish men identifies 303 novel signals and provides biological insights into human diseases

medRxiv(2021)10.1101/2021.10.19.21265094

N/A

0DataRank · unranked

3 citations

Lap Sum Chan, Debraj Bose, Anne Jackson, Peter VandeHaar, Adam E. Locke +32 more

Evidence of a causal relationship between genetic tendency to gain muscle mass and uterine leiomyomata

medRxiv(2021)10.1101/2021.08.20.21262098

N/A

0DataRank · unranked

0 citations

Jaakko Tyrmi, Nilüfer Rahmioğlu, Krina T. Zondervan, Christian M. Becker, FinnGen +3 more

Genome-wide association studies of metabolites in Finnish men identify disease-relevant loci

Nature Communications(2022)10.1038/s41467-022-29143-5

N/A

0DataRank · unranked

194 citations

Lap Sum Chan, Debraj Bose, Anne Jackson, Peter VandeHaar, Adam E. Locke +33 more

Mendelian randomization of genetically independent aging phenotypes identifies LPA and VCAM1 as biological targets for human aging

Nature Aging(2022)10.1038/s43587-021-00159-8

N/A

0DataRank · unranked

60 citations

Evgeny Tiys, Saori Sakaue, Masato Akiyama, Tuomo Kiiskinen, Wei Zhou +13 more

Efficient and accurate frailty model approach for genome-wide survival association analysis in large-scale biobanks

Nature Communications(2022)10.1038/s41467-022-32885-x

N/A

0DataRank · unranked

46 citations

Wei Zhou, Tuomo Kiiskinen, Aki S. Havulinna, Amanda Elliott, Juha Karjalainen +9 more

Immune system-wide Mendelian randomization and triangulation analyses support autoimmunity as a modifiable component in dementia-causing diseases

Nature Aging(2022)10.1038/s43587-022-00293-x

N/A

0DataRank · unranked

42 citations

Nina Mars, Pyry N. Sipilä, Archana Singh‐Manoux, Heiko Runz, FinnGen +7 more

Associations of polygenic risk scores for preeclampsia and blood pressure with hypertensive disorders of pregnancy

Journal of Hypertension(2022)10.1097/hjh.0000000000003336

N/A

0DataRank · unranked

24 citations

Anni Kauko, FinnGen, Hannele Laivuori, Tanja Saarela, Jaakko Tyrmi +6 more

The public health impact of poor sleep on severe COVID-19, influenza and upper respiratory infections

medRxiv(2022)10.1101/2022.02.16.22271055

N/A

0DataRank · unranked

15 citations

Fahrisa I. Maisha, Satu Strausz, Brian E. Cade, Anniina Tervi, Viola Helaakoski +8 more

Meta-analysis of gestational duration and spontaneous preterm birth identifies new maternal risk loci

medRxiv(2022)10.1101/2022.10.31.22281753

N/A

0DataRank · unranked

2 citations

Minna K. Karjalainen, FinnGen, G. Zhang, Heli Tiensuu, Antti M. Haapalainen +9 more

Novel Association of Lyme disease, Age, and Atopic Dermatitis

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.01.27.476641

N/A

0DataRank · unranked

0 citations

Sarah D. Galloway, Qingying Feng, Satu Strausz, Maia Shoham, P. Arne Hansen +12 more

Narcolepsy risk loci outline role of T cell autoimmunity and infectious triggers in narcolepsy

Nature Communications(2023)10.1038/s41467-023-36120-z

N/A

0DataRank · unranked

62 citations

Eilon Sharon, Ling Lin, Nicholas A. Sinnott-Armstrong, Aditya Ambati, Selina Yogeshwar +95 more

Apparent treatment-resistant hypertension associated lifetime cardiovascular risk in a longitudinal national registry

European Journal of Preventive Cardiology(2023)10.1093/eurjpc/zwad066

N/A

0DataRank · unranked

32 citations

Anni Kauko, FinnGen, Natalie A. Bello, Susan Cheng, Teemu Niiranen +1 more

Evidence of a causal effect of genetic tendency to gain muscle mass on uterine leiomyomata

Nature Communications(2023)10.1038/s41467-023-35974-7

N/A

0DataRank · unranked

22 citations

Jaakko Tyrmi, Nilüfer Rahmioğlu, Krina T. Zondervan, Christian M. Becker, FinnGen +95 more

Distinct and shared genetic architectures of Gestational diabetes mellitus and Type 2 Diabetes Mellitus

medRxiv(2023)10.1101/2023.02.16.23286014

N/A

0DataRank · unranked

10 citations

Raymond K. Walters, Matti Pirinen, Mitja Kurki, Nella Junna, Jonathan T. Goldstein +9 more

Population analyses of mosaic X chromosome loss identify genetic drivers and widespread signatures of cellular selection

medRxiv(2023)10.1101/2023.01.28.23285140

N/A

0DataRank · unranked

7 citations

Giulio Genovese, Yajie Zhao, Matti Pirinen, Maryam M. Zekavat, Katherine A. Kentistou +39 more

Limited overlap between genetic effects on disease susceptibility and disease survival

medRxiv(2023)10.1101/2023.10.10.23296544

N/A

0DataRank · unranked

5 citations

Fanny‐Dhelia Pajuste, Kristina Zguro, Yipeng Cheng, Danielle E. Kurant, Andrea Eoli +19 more

Pregnancy-Associated Bleeding and Genetics: Five Sequence Variants in the Myometrium and Progesterone Signaling Pathway are associated with postpartum hemorrhage

medRxiv(2023)10.1101/2023.08.10.23293932

N/A

0DataRank · unranked

1 citations

Valgerður Steinthórsdóttir, Lilja Stefánsdóttir, Palle Duun Rohde, Xiaoping Wu, Frank Geller +37 more

SIRPα controls CD47-dependent platelet clearance in mice and humans

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.12.09.570874

N/A

0DataRank · unranked

1 citations

Ying Ying Yiu, Paige S. Hansen, Aanya Subramaniam, Martin Broberg, Eric J. Gars +8 more

Distinct and shared genetic architectures of gestational diabetes mellitus and type 2 diabetes

Nature Genetics(2024)10.1038/s41588-023-01607-4

N/A

0DataRank · unranked

82 citations

Raymond K. Walters, Matti Pirinen, Mitja Kurki, Nella Junna, Jacqueline I. Goldstein +23 more

Multi-ancestry genome-wide association study of kidney cancer identifies 63 susceptibility regions

Nature Genetics(2024)10.1038/s41588-024-01725-7

N/A

0DataRank · unranked

51 citations

Diptavo Dutta, Mitchell J. Machiela, Bryan R. Gorman, Timothy Winter, Dayne Okuhara +95 more

Genome-wide association study reveals mechanisms underlying dilated cardiomyopathy and myocardial resilience

Nature Genetics(2024)10.1038/s41588-024-01975-5

N/A

0DataRank · unranked

51 citations

Joel Rämö, Daria R. Kramarenko, Leonoor F. J. M. Wijdeveld, Jan Haas, Mark Chaffin +55 more

Genetic drivers and cellular selection of female mosaic X chromosome loss

Nature(2024)10.1038/s41586-024-07533-7

N/A

0DataRank · unranked

45 citations

Giulio Genovese, Yajie Zhao, Matti Pirinen, Seyedeh M. Zekavat, Katherine A. Kentistou +95 more

Deep learning of left atrial structure and function provides link to atrial fibrillation risk

Nature Communications(2024)10.1038/s41467-024-48229-w

N/A

0DataRank · unranked

38 citations

Paolo Di Achille, Seung Hoan Choi, Joel Rämö, Shaan Khurshid, Mahan Nekoui +14 more

Polygenic risk scores as a marker for epilepsy risk across lifetime and after unspecified seizure events

Nature Communications(2024)10.1038/s41467-024-50295-z

N/A

0DataRank · unranked

25 citations

Fanny‐Dhelia Pajuste, Julian Wanner, Jennifer I. Daniel Onwuchekwa, Reedik Mägi, Aarno Palotie +4 more

High incidence and geographic distribution of cleft palate in Finland are associated with the IRF6 gene

Nature Communications(2024)10.1038/s41467-024-53634-2

N/A

0DataRank · unranked

23 citations

Pekka Nieminen, Priyanka Kumari, Emma Juuri, Tiit Nikopensius, Kitt Paraiso +24 more

Applying a genetic risk score model to enhance prediction of future multiple sclerosis diagnosis at first presentation with optic neuritis

Nature Communications(2024)10.1038/s41467-024-44917-9

N/A

0DataRank · unranked

10 citations

Feiyi Wang, Jiang Li, Lauric Ferrat, Uyenlinh L Mirshahi, H. Shanker Rao +11 more

Genome-wide association meta-analysis identifies five loci associated with postpartum hemorrhage

Nature Genetics(2024)10.1038/s41588-024-01839-y

N/A

0DataRank · unranked

10 citations

Valgerður Steinthórsdóttir, Lilja Stefánsdóttir, Palle Duun Rohde, Xiaoping Wu, Frank Geller +37 more

Transcriptome- and proteome-wide association studies identify genes associated with renal cell carcinoma

The American Journal of Human Genetics(2024)10.1016/j.ajhg.2024.07.012

N/A

0DataRank · unranked

10 citations

Xinyu Guo, Timothy Winter, Om Jahagirdar, Mark P. Purdue, Mitchell J. Machiela +93 more

Family-GWAS reveals effects of environment and mating on genetic associations

medRxiv(2024)10.1101/2024.10.01.24314703

N/A

0DataRank · unranked

39 citations

Hariharan Jayashankar, Junming Guan, Seyed Moeen Nehzati, Mahdi Mir, Michael Bennett +60 more

Genome-wide analyses identify 21 infertility loci and over 400 reproductive hormone loci across the allele frequency spectrum

medRxiv(2024)10.1101/2024.03.19.24304530

N/A

0DataRank · unranked

15 citations

Laura B. L. Wittemans, Duncan S. Palmer, Nikolas Baya, Teresa Ferreira, Barney Hill +46 more

Genome-wide association study of long COVID

Nature Genetics(2025)10.1038/s41588-025-02100-w

N/A

0DataRank · unranked

36 citations

Tomoko Nakanishi, Samuel E. Jones, Shea J. Andrews, Juha Karjalainen, Beatriz Cortés +95 more

Genome-wide analyses identify 25 infertility loci and relationships with reproductive traits across the allele frequency spectrum

Nature Genetics(2025)10.1038/s41588-025-02156-8

N/A

0DataRank · unranked

21 citations

Laura B. L. Wittemans, Duncan S. Palmer, Nikolas Baya, Teresa Ferreira, Barney Hill +57 more

The impact of common and rare genetic variants on bradyarrhythmia development

Nature Genetics(2025)10.1038/s41588-024-01978-2

N/A

0DataRank · unranked

19 citations

Joel Rämö, Sean J. Jurgens, Shaan Khurshid, Mark Chaffin, Amelia Weber Hall +95 more

Limited overlap between genetic effects on disease susceptibility and disease survival

Nature Genetics(2025)10.1038/s41588-025-02342-8

N/A

0DataRank · unranked

16 citations

Fanny‐Dhelia Pajuste, Kristina Zguro, Yipeng Cheng, Danielle E. Kurant, Andrea Eoli +20 more

Rare genetic variation in PTPRB is associated with central serous chorioretinopathy, varicose veins and glaucoma

Nature Communications(2025)10.1038/s41467-025-58686-6

N/A

0DataRank · unranked

11 citations

Bryan R. Gorman, Lu‐Chen Weng, Sean J. Jurgens, Panisa Singhanetr, Marisa G. Tieger +28 more

Loss of CFHR5 function reduces the risk for age-related macular degeneration

Nature Communications(2025)10.1038/s41467-025-61193-3

N/A

0DataRank · unranked

6 citations

Stephanie Loomis, Eija Nissilä, Thomas W. Soare, Tobias Rausch, Zhili Zheng +16 more

Multitrait analyses identify genetic variants associated with aortic valve function and aortic stenosis risk

Nature Genetics(2025)10.1038/s41588-025-02397-7

N/A

0DataRank · unranked

3 citations

Joel Rämö, Cody R. Hou, Sean J. Jurgens, Shaan Khurshid, Victor Nauffal +12 more

Narcolepsy as a potential risk factor for Schizophrenia

Translational Psychiatry(2025)10.1038/s41398-025-03259-w

N/A

0DataRank · unranked

3 citations

Anniina Tervi, Samuel E. Jones, FinnGen, Aarno Palotie, Mark Daly +95 more

Large language models improve transferability of electronic health record-based predictions across countries and coding systems

medRxiv(2025)10.1101/2025.02.03.25321597

N/A

0DataRank · unranked

4 citations

Matteo Ferro, Veronica Lorenzini, FinnGen, Christoph Lippert, Andrea Ganna +1 more

Consensus meta-analysis of genome-wide association studies for Alzheimer’s disease and related dementia

medRxiv(2025)10.1101/2025.10.20.25338060

N/A

0DataRank · unranked

2 citations

Bonn, CHARGE, EADB, Celine Bellenguez, EADI +5 more

The genetic architecture of fibromyalgia across 2.5 million individuals

medRxiv(2025)10.1101/2025.09.18.25335914

N/A

0DataRank · unranked

1 citations

Gyða Björnsdóttir, Keon Arbabi, Lea Urpa, Hele Haapaniemi, Gudmar Thorleifsson +46 more

Large language models improve transferability of electronic health record-based predictions across countries and coding systems

npj Digital Medicine(2026)10.1038/s41746-026-02363-5

N/A

0DataRank · unranked

0 citations

Matteo Ferro, Veronica Lorenzini, Robin P. van de Water, FinnGen, Andrea Ganna +4 more

From Normal Variation in Sleep to Clinical Sleep Disorders: Genetic Insights from Over One Million Individuals

medRxiv(2025)10.1101/2025.11.21.25340447

N/A

0DataRank · unranked

1 citations

Jesse Valliere, Chia‐Yen Chen, Matthew Maher, Cynthia Tchio, Angus C. Burns +15 more

Fine-mapping a genome-wide meta-analysis of 98,374 migraine cases identifies 181 sets of candidate causal variants

Nature Communications(2026)10.1038/s41467-025-64880-3

N/A

0DataRank · unranked

0 citations

Joonas Kartau, FinnGen, Aarno Palotie, Matti Pirinen, International Headache Genetics Consortium +1 more

FinnGen

Indexed papers

Top data-sharing exemplar

Papers