20 papers for “Analysis”

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PaperS7568

SPACEc: a streamlined, interactive Python workflow for multiplexed image processing and analysis

Yuqi Tan, Tim N Kempchen, Martin Becker, Maximilian Haist, Dorien Feyaerts, Jiaqi Liu, Marieta Toma, Yang Xiao, Graham Su, Andrew J Rech, Michael Hölzel, Rong Fan, John W Hickey, Garry P Nolan. ebi.ac.uk. November 27, 2025.

SPACEc combines spatial proteomics processing, cell annotation and neighbourhood analysis. Nolan is credited with supervision. The supplied article, static supplement and reporting form were reviewed; peer-review correspondence is partly read. Reused tissues, expert labels and nested cell counts limit independent replication. Computational comparisons depend on dataset, platform, normalization and metric definitions; funding does not establish a UAP programme.

Complete supplied main and static supplement text read; peer review partial

PaperS7695

Quantitative characterization of tissue states using multiomics and ecological spatial analysis

Daisy Yi Ding, Zeyu Tang, Bokai Zhu, Hongyu Ren, Alex K. Shalek, Robert Tibshirani, Garry P. Nolan. pmc.ncbi.nlm.nih.gov. April 1, 2025.

This computational study reanalyses existing tissue datasets to describe spatial cell diversity and infer molecular relationships. Its liver comparison has one tissue per condition, subdivided into ten regions; these are not ten patients. Colorectal-cancer survival models use internal validation. Nolan is explicitly acknowledged for NIH support and two FDA Medical Countermeasures Initiative contracts. Those public acknowledgements establish reported research support, without verifying contract scope or a classified UAP approach.

Complete specialist supplied XML text; native apparatus unreviewed

PaperS7706

High-throughput multiplexed serology via the mass-spectrometric analysis of isotopically barcoded beads

Alexandros P Drainas, David R McIlwain, Alec Dallas, Theresa Chu, Antonio Delgado-González, Maya Baron, Maria Angulo-Ibáñez, Angelica Trejo, Yunhao Bai, John W Hickey, Guolan Lu, Scott Lu, Jesus Pineda-Ramirez, Khamal Anglin, Eugene T Richardson, John C Prostko, Edwin Frias, Venice Servellita, Noah Brazer, Charles Y Chiu, Michael J Peluso, Jeffrey N Martin, Oliver F Wirz, Tho D Pham, Scott D Boyd, J Daniel Kelly, Julien Sage, Garry P Nolan, Xavier Rovira-Clavé. pmc.ncbi.nlm.nih.gov. February 12, 2025.

This serology technology article was reviewed only for descriptive background, author roles, funding, disclosures and bibliography. Aggregate assay counts do not establish independent participant counts or clinical performance; their target-count arithmetic remains unresolved within this scope. Nolan shares an acknowledged NIH award with Julien Sage and is a corresponding author/joint supervisor. Patent and company interests are declared. Results, Discussion, Methods and figure captions remain excluded; no UAP or private-approach inference follows.

Partial descriptive XML; Results, Discussion and Methods excluded

PaperS7520

Highly multiplexed spatial profiling with CODEX: bioinformatic analysis and application in human disease

Wilson Kuswanto, Garry Nolan, Guolan Lu. ebi.ac.uk. November 21, 2022.

This narrative review explains CODEX tissue imaging, processing limitations and spatial analysis. Its disease examples summarize cited studies; they do not supply a new patient cohort or independent replication. The review calls for stronger causal and prospective validation.

Supplied review text and qualified figures read

PaperS7625

Multimodal Analysis of Composition and Spatial Architecture in Human Squamous Cell Carcinoma

Andrew L Ji, Adam J Rubin, Kim Thrane, Sizun Jiang, David L Reynolds, Robin M Meyers, Margaret G Guo, Benson M George, Annelie Mollbrink, Joseph Bergenstråhle, Ludvig Larsson, Yunhao Bai, Bokai Zhu, Aparna Bhaduri, Jordan M Meyers, Xavier Rovira-Clavé, S Tyler Hollmig, Sumaira Z Aasi, Garry P Nolan, Joakim Lundeberg, Paul A Khavari. ebi.ac.uk. July 23, 2020.

The authors combine sequencing and imaging to describe selected squamous-cancer tissue, including a tumour-specific keratinocyte population. Cells, spots and fields depend on small patient subsets. Predicted interactions and proximity do not establish causal immune suppression. A linked correction repairs duplicated and mislabeled figure material; its unchanged-conclusions statement is attributed to the authors.

Complete supplied main, correction, S5 cells and S3 signature cells; remaining gaps

PaperS7608

Ultra-high throughput single-cell analysis of proteins and RNAs by split-pool synthesis

Maeve O’Huallachain, Felice-Alessio Bava, Mary Shen, Carolina Dallett, Sri Paladugu, Nikolay Samusik, Simon Yu, Razika Hussein, Grantland R. Hillman, Samuel Higgins, Melanie Lou, Angelica Trejo, Laura Qin, Yu Chuan Tai, Shigemi M. Kinoshita, Astraea Jager, Deval Lashkari, Yury Goltsev, Sedide Ozturk, Garry P. Nolan. ebi.ac.uk. May 7, 2020.

The authors demonstrate split-pool barcoding for protein and targeted RNA measurements in cell lines, human blood-cell material and mouse cells. Large theoretical barcode capacity is distinct from measured event recovery. Uneven RNA detection, cell losses, exclusions, doublets and source discrepancies limit interpretation; no clinical or UAP validation follows.

Complete supplied main and correction text; partial supplemental visuals

PaperS7613

Cellular Signaling Analysis shows antiviral, ribavirin-mediated ribosomal signaling modulation

Xianting Ding, Peter O Krutzik, Amir Ali Ghaffari, Yixiu Zhaozhi, Daniel Miranda Jr, Genhong Cheng, Chih-Ming Ho, Garry P Nolan, David Jesse Sanchez. ebi.ac.uk. September 9, 2019.

The authors connect antiviral treatment, infection and ribosomal signaling in selected cell assays and a short mouse model. Timing, inadequate low-dose response, broad effects at higher doses, declining viability and delayed animal results qualify the mechanism. These findings do not demonstrate treatment benefit or safety in people.

Complete supplied main and meaningful images; raw study unreviewed

PaperS7589

Defining human cardiac transcription factor hierarchies using integrated single-cell heterogeneity analysis

Jared M. Churko, Priyanka Garg, Barbara Treutlein, Meenakshi Venkatasubramanian, Haodi Wu, Jaecheol Lee, Quinton N. Wessells, Shih-Yu Chen, Wen-Yi Chen, Kashish Chetal, Gary Mantalas, Norma Neff, Eric Jabart, Arun Sharma, Garry P. Nolan, Nathan Salomonis, Joseph C. Wu. ebi.ac.uk. November 21, 2018.

The study analyzes heterogeneity in cultured cardiac differentiation and tests selected regulators. Selected cells and related perturbations provide conditional support, rather than independent donor or clinical replication. A reporting-summary conflict and several negative results remain unresolved.

Supplied main text read; large workbooks partial

PaperS7546

Scalable multi-sample single-cell data analysis by Partition-Assisted Clustering and Multiple Alignments of Networks

Ye Henry Li, Dangna Li, Nikolay Samusik, Xiaowei Wang, Leying Guan, Garry P. Nolan, Wing Hung Wong. ebi.ac.uk. December 27, 2017.

PAC-MAN combines adaptive partitioning and population-network matching to address shifts between cytometry samples. Tests use simulations and prior reference datasets. Validated panels, coherent samples and downstream validation are required. Benchmark ties and losses qualify broad superiority wording; internal clade labels and a thymus percentage conflict between prose and tables. Scientific funding and author credentials do not validate unrelated UAP claims.

Supplied article text and selected apparatus read

PaperS7762

The Hunt for Exomoons with Kepler (HEK): II. Analysis of Seven Viable Satellite-Hosting Planet Candidates

David M. Kipping, Joel Hartman, Lars A. Buchhave, Allan R. Schmitt, Gáspár Á. Bakos, David Nesvorný. arxiv.org. January 9, 2013.

The authors find no compelling exomoon evidence among seven selected Kepler candidates. Archival transit analysis and author-reported2012 stellar spectra support conditional mass limits; physical and predictive checks reject candidate fits. Noise, starspots and model assumptions limit inference. This provides research-method context, with no independent moon or UAP confirmation.

Complete supplied manuscript; original rendition unresolved

PaperS7514

Unidentified Aerial Phenomena. Characterization of Dark UAPs

Boris Zhilyaev, Vladimir Petukhov, Sergey Pokhvala. arxiv.org. February 13, 2025.

This preprint infers large sizes, speeds and low albedo from Kyiv observations and third-party lunar and combat videos. The interpretation depends on calibration and geometry assumptions; original recordings and raw data are absent. Repeated events, conflicting numbers and uncertain video custody remain explicit.

Supplied preprint text and figures read

PaperS7526

Graph Fourier transform for spatial omics representation and analyses of complex organs

Yuzhou Chang, Jixin Liu, Yi Jiang, Anjun Ma, Yao Yu Yeo, Qi Guo, Megan McNutt, Jordan E Krull, Scott J Rodig, Dan H Barouch, Garry P Nolan, Dong Xu, Sizun Jiang, Zihai Li, Bingqiang Liu, Qin Ma. ebi.ac.uk. August 29, 2024.

SpaGFT represents spatial data using graph topology and low-frequency assumptions. Benchmarks vary by dataset, and some methods perform better in particular examples. Selected marker references, repeated tissue regions and alternate analysis methods do not independently establish biological causation or patient replication.

Main text and selected supporting materials read

A curated public selection. Source review describes what was read; it does not establish that a claim is true. Our research approach