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Tuulia Vallius · SciRah

Researcher profile · Semantic Scholar

Tuulia Vallius

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Tuulia Vallius — researcher profile on SciRah

h-index: 12
Works: 49
Citations: 773

Most-cited papers

The spatial landscape of progression and immunoediting in primary melanoma at single cell resolution
A. J. Nirmal, Z. Maliga, Tuulia Vallius, B. Quattrochi +10 more
2021bioRxiv187 citations Open access
Semantic Scholar
The Immunology of Hormone Receptor Positive Breast Cancer
Jonathan S. Goldberg, R. Pastorello, Tuulia Vallius, Janae A. Davis +8 more
2021Frontiers in Immunology147 citations Open access
Semantic Scholar
Chemotherapy induces myeloid-driven spatially confined T cell exhaustion in ovarian cancer
I.-M. Launonen, I. Niemiec, María Hincapié-Otero, E. Erkan +22 more
2024Cancer Cell82 citations Open access
Semantic Scholar
Serum HE4 and CA125 as predictors of response and outcome during neoadjuvant chemotherapy of advanced high-grade serous ovarian cancer
Tuulia Vallius, J. Hynninen, A. Auranen, O. Carpén +4 more
2014Tumor Biology53 citations
Semantic Scholar
UnMICST: Deep learning with real augmentation for robust segmentation of highly multiplexed images of human tissues
C. Yapp, Edward Novikov, Won-Dong Jang, Tuulia Vallius +8 more
2021bioRxiv48 citations Open access
Semantic Scholar
18F-FDG-PET/CT can identify histopathological non-responders to platinum-based neoadjuvant chemotherapy in advanced epithelial ovarian cancer.
Tuulia Vallius, A. Peter, A. Auranen, O. Carpén +7 more
2016Gynecologic Oncology45 citations
Semantic Scholar
Clinical efficacy and molecular response correlates of the WEE1 inhibitor adavosertib combined with cisplatin in patients with metastatic triple-negative breast cancer (mTNBC)
T. Keenan, Tian-Yu Li, Tuulia Vallius, J. Guerriero +18 more
2020Clinical Cancer Research43 citations Open access
Semantic Scholar
Mathematical Modeling Predicts Response to Chemotherapy and Drug Combinations in Ovarian Cancer.
Emilia Kozłowska, A. Färkkilä, Tuulia Vallius, O. Carpén +6 more
2018Cancer Research36 citations Open access
Semantic Scholar
18F-FDG-PET/CT based total metabolic tumor volume change during neoadjuvant chemotherapy predicts outcome in advanced epithelial ovarian cancer
Tuulia Vallius, J. Hynninen, J. Kemppainen, V. Alves +7 more
2018European Journal of Nuclear Medicine and Molecular Imaging35 citations
Semantic Scholar
Postoperative human epididymis protein 4 predicts primary therapy outcome in advanced epithelial ovarian cancer
Tuulia Vallius, J. Hynninen, A. Auranen, J. Matomäki +3 more
2017Tumour biology : the journal of the International Society for Oncodevelopmental Biology and Medicine18 citations Open access
Semantic Scholar
Quality Control for Single Cell Analysis of High-plex Tissue Profiles using CyLinter
Gregory J. Baker, Edward Novikov, Ziyuan Zhao, Tuulia Vallius +7 more
2023bioRxiv14 citations Open access
Semantic Scholar
Virtual clinical trials identify effective combination therapies in ovarian cancer
Emilia Kozłowska, Tuulia Vallius, J. Hynninen, S. Hietanen +2 more
2019Scientific Reports13 citations Open access
Semantic Scholar
Quality control for single-cell analysis of high-plex tissue profiles using CyLinter
Gregory J. Baker, Edward Novikov, Ziyuan Zhao, Tuulia Vallius +7 more
2024Nature Methods10 citations Open access
Semantic Scholar
Chemotherapy induces myeloid-driven spatial T-cell exhaustion in ovarian cancer
I.-M. Launonen, E. Erkan, I. Niemiec, A. Junquera +21 more
2024bioRxiv7 citations Open access
Semantic Scholar
SpatialCells: Automated Profiling of Tumor Microenvironments with Spatially Resolved Multiplexed Single-Cell Data
G. Wan, Z. Maliga, Bo-Shen Yan, Tuulia Vallius +10 more
2023bioRxiv7 citations Open access
Semantic Scholar
Spatial determinants of tumor cell dedifferentiation and plasticity in primary cutaneous melanoma
Tuulia Vallius, Ying-Xiao Shi, Edward Novikov, Shishir M. Pant +13 more
2025bioRxiv6 citations Open access
Semantic Scholar
Clinical Value of 18F-fluorodeoxyglucose Positron Emission Tomography/Computed Tomography in Response Evaluation after Primary Treatment of Advanced Epithelial Ovarian Cancer.
J. Hynninen, Maren Laasik, Tuulia Vallius, J. Kemppainen +7 more
2018Clinics in oncology6 citations
Semantic Scholar
Transitory Schwann Cell Precursor and hybrid states underpin melanoma therapy resistance and metastasis
Vishaka Gopalan, Chun-Wa Wong, R. Leshem, Luke Owen +18 more
2025bioRxiv5 citations Open access
Semantic Scholar
SpatialCells: automated profiling of tumor microenvironments with spatially resolved multiplexed single-cell data
G. Wan, Z. Maliga, Bo-Shen Yan, Tuulia Vallius +10 more
2024Briefings Bioinform.3 citations Open access
Semantic Scholar
In vivo evidence for bleb-induced survival signaling in metastatic melanoma
Andrew D. Weems, Md Torikul Islam, H. Borges, C. Yapp +13 more
2026bioRxiv2 citations Open access
Semantic Scholar
PRAME expression in melanoma is negatively regulated by TET2-mediated DNA hydroxymethylation
Rui Fang, Tuulia Vallius, Arianna J. Zhang, Devon Van Cura +11 more
2025Laboratory investigation; a journal of technical methods and pathology2 citations Open access
Semantic Scholar
Abstract P4-04-06: Integrative analysis of single-cell transcriptomic and spatial profiles characterized distinct tumor microenvironment phenotypes in hormone receptor positive (HR+) breast cancer
K. Shimada, Y. Cui, Jonathan S. Goldberg, R. Pastorello +10 more
2022Cancer Research2 citations
Semantic Scholar
Abstract 4021: Precision diagnostics for early melanoma detection using spatial biology and AI guided image analysis
Y. Kao, Samuel X. Tan, Xiao Tan, Harald M Oey +15 more
2026Cancer Research1 citations
Semantic Scholar
Harnessing Inflammatory Monocytes to Overcome Resistance to Anti-PD-1 Immunotherapy
Matthew P. Zimmerman, Amy C. Huang, Emily K. Cox, Rose Al-Abosy +19 more
2026bioRxiv1 citations
Semantic Scholar
Mechanisms of tumor persistence in metastatic melanoma following successful immunotherapy
Ying-Xiao Shi, Z. Maliga, Tuulia Vallius, Shishir M. Pant +11 more
2025bioRxiv1 citations
Semantic Scholar
PRAME expression in melanoma is negatively regulated by TET2-mediated DNA hydroxymethylation
Rui Fang, Tuulia Vallius, Arianna J. Zhang, Devon Van Cura +9 more
2024bioRxiv1 citations Open access
Semantic Scholar
92 High-dimensional, single-cell analysis and transcriptional profiling reveal novel correlatives of response to PARP inhibition plus PD-1 blockade in triple-negative breast cancer
A. Gottlieb, Gregory J. Baker, Jia-Ren Lin, R. Pastorello +19 more
2024Regular and Young Investigator Award Abstracts1 citations Open access
Semantic Scholar
Novel predictors of response and outcome in advanced epithelial ovarian cancer
Tuulia Vallius
20181 citations
Semantic Scholar
KSTITCH links cellular morphology and gene expression in spatial transcriptomics
Shashwat Kumar, Ying-Xiao Shi, Tuulia Vallius, Chi-Ping Day +4 more
2026bioRxiv0 citations Open access
Semantic Scholar
Abstract 3535: Multi-omics analysis of longitudinal melanoma samples reveals evolutionary transitions and therapy-associated cell-state switching
Yourong Bao, Anne Zaremba, Giuseppe Tarantino, Tuulia Vallius +29 more
2026Cancer Research0 citations
Semantic Scholar
Abstract 3450: Tumor mass dormancy - a potential driver of long-term persistent melanoma after immunotherapy
Ying-Xiao Shi, Z. Maliga, Tuulia Vallius, Shishir M. Pant +11 more
2026Cancer Research0 citations
Semantic Scholar
Genomic classification and immune profiling define mucosal melanoma
Ying-Xiao Shi, Priyanka Sharma, Jia-Ren Lin, Aikaterini Dedeilia +20 more
2026bioRxiv0 citations Open access
Semantic Scholar
Multiomic profiling of a unique in-transit melanoma cohort identifies melanoma differentiation as predictor of tumor progression and therapy response
Giuseppe Tarantino, Anne Zaremba, Tuulia Vallius, M. Woodnorth +30 more
2025bioRxiv0 citations Open access
Semantic Scholar
Abstract 7152: High-dimensional, single-cell analysis and transcriptional profiling reveal novel correlatives of response to PARP inhibition plus PD-1 blockade in triple-negative breast cancer
A. Gottlieb, Gregory J. Baker, Jia-Ren Lin, R. Pastorello +18 more
2025Cancer Research0 citations
Semantic Scholar
Abstract 5014: Integrative molecular and spatial analysis to reveal tumor intrinsic and extrinsic drivers of immunotherapy response in mucosal melanoma
Ying-Xiao Shi, Tuulia Vallius, Aikaterini Dedeilia, R. Pelletier +11 more
2025Cancer Research0 citations
Semantic Scholar
Abstract 169: Tumor heterogeneity and differential pathway activation in melanoma: insights from spatial profiling of AXL and NGFR upregulated regions
M. Woodnorth, Giuseppe Tarantino, Anne Zaremba, Tuulia Vallius +15 more
2025Cancer Research0 citations
Semantic Scholar
Abstract 158: Spatial heterogeneity of tumor cell states in primary cutaneous melanoma
Tuulia Vallius, Ying-Xiao Shi, Edward Novikov, Ajit Nirmal Johnson +10 more
2025Cancer Research0 citations
Semantic Scholar
Integrative single-cell and spatial mapping of oxidative stress response uncovers GCLC+ mesenchymal tumor cell state linked with favorable outcomes in triple negative breast cancer
Nomeda Girnius, Tuulia Vallius, Wen-Qing Chen, I.-M. Launonen +13 more
2025bioRxiv0 citations Open access
Semantic Scholar
1404 Unveiling the spatial landscape of persistent stable metastatic lesions in patients treated with anti-CTLA-4 or Anti-CTLA-4 + Anti-PD-1 therapy at single-cell resolution
Ying-Xiao Shi, Z. Maliga, A. J. Nirmal, R. Pelletier +12 more
2024Regular and Young Investigator Award Abstracts0 citations Open access
Semantic Scholar
Abstract 2593: Spatial multi-omics profiling of tumor cell phenotypes in primary cutaneous melanoma at single-cell resolution
Tuulia Vallius, Edward Novikov, Ajit Nirmal Johnson, Ying-Xiao Shi +10 more
2024Cancer Research0 citations
Semantic Scholar
Restraint of melanoma progression by cells in the local skin environment
Yilun Ma, Mohita M. Tagore, Miranda V. Hunter, Ting-Hsiang Huang +6 more
2024bioRxiv0 citations Open access
Semantic Scholar
Abstract 3262: Single-cell spatial dynamics of the tumor-immune microenvironment of high-grade serous ovarian cancer during neoadjuvant chemotherapy
I.-M. Launonen, Angéla Szabó, F. Pérez, J. Casado +9 more
2023Cancer Research0 citations
Semantic Scholar
Multi-modal and longitudinal characterization of the tumor and immune microenvironment from primary to in-transit and distant metastasis in acral melanoma.
Giuseppe Tarantino, A. Zaremba, Tuulia Vallius, F. Rambow +11 more
2023Journal of Clinical Oncology0 citations Open access
Semantic Scholar
Abstract P2-07-13: High-dimensional, single-cell analysis and transcriptional profiling reveal novel correlatives of response to PARP inhibition plus PD-1 blockade in triple-negative breast cancer
J. Guerriero, G. Baker, Jia-Ren Lin, Yu-An Chen +16 more
2022Cancer Research0 citations
Semantic Scholar
Abstract LB056: The spatial landscape of progression and immunoediting in primary melanoma at single cell resolution
A. J. Nirmal, Z. Maliga, Tuulia Vallius, B. Quattrochi +10 more
2022Cancer Research0 citations
Semantic Scholar
Author Correction: Virtual clinical trials identify effective combination therapies in ovarian cancer
Emilia Kozłowska, Tuulia Vallius, J. Hynninen, S. Hietanen +2 more
2020Scientific Reports0 citations Open access
Semantic Scholar
Abstract B70: Mathematical model quantifies the effect of novel combination therapies in high-grade serous ovarian cancer
S. Hautaniemi, Emilia Kozłowska, A. Färkkilä, Tuulia Vallius +5 more
2018Other Topics0 citations
Semantic Scholar
Tuulia Vallius: NOVEL PREDICTORS OF RESPONSE AND OUTCOME IN ADVANCED EPITHELIAL OVARIAN CANCER
Tuulia Vallius, A. Auranen, J. Hynninen, M. Seppänen
20170 citations
Semantic Scholar
Cutaneous Metastasis of High-Grade Serous Adenocarcinoma: a case report
Stephanie Farrugia, David Pisani, G. Baldacchino, Mater Dei +119 more
0 citations
Semantic Scholar

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