CELLxGENE#

Description#

CELLxGENE is an aggregation of publicly available single-cell datasets collected by CZI.

Dataset attributes of version 2023-12-15#

Data was downloaded using the CELLxGENE Discover Census version 2023-12-15. We first downloaded cellxgene census version 2023-12-15 using the cellxgene_census python API. We limited cell data to organism=”Homo sapiens”, with a non “na” suspension_type, is_primary_data=True, and disease=”normal” to limit to non-diseased tissues that are also the primary data source per cell to make sure that cells are only included once in the download. We tracked metadata including “assay”, “sex”, “development_stage”, “tissue_general”, “dataset_id” and “self_reported_ethnicity”. The metadata “assay”, “tissue_general”, and “dataset_id” were used to construct dataset splits into train, validation, and test sets. The training set represented 99% of the downloaded cells. We partitioned the data by dataset_id into a train set (99%) and a hold-out set (1%), to make sure that the hold-out datasets were independently collected single cell experiments, which helps evaluate generalizability to new future datasets. In this training split, we made sure that all “assay” and “tissue_general” labels were present in the training set so that our model would have maximal visibility into different tissues and assay biases. Finally the 1% hold-out set was split further into a validation and test set. This final split was mostly done randomly by cell, however we set aside a full dataset into the test split so that we could evaluate performance after training on a completely unseen dataset, including when monitoring the validation loss during training.

These parameters resulted in 23.87 Million single cells collected from a variety of public datasets, all hosted by CZI cell x gene census. After the splitting procedure we had:

23.64 Million cells in the training split
0.13 Million cells in the validation split
0.11 Million cells in the test split

Distributions of donor covariates#

There are various biases apparent in this dataset.

Tissue distribution#

At a high level tissues were heavily biased toward the nervous system, which made up nearly 40 percent of the data.

Percentage of cells by tissue

Assay distribution#

Assays were also imbalanced in this dataset. As the 10x machine is fairly high throughput and currently popular, it makes sense that the majority of cells present would be from this instrument. Various versions of the 10x instrument made up 18M of the 24M cells while the next largest category was sci-RNA-seq. Number of cells by assay

Sex distribution#

A bias exists in this dataset for sex. Most of the donor’s cells were male-derived at 52%, while female donor’s cell contribution made up 42%, and the remaining 6% were not annotated. Percentage of cells by donor sex .

Reported ethnicity distribution#

The dataset has a heavy bias toward cells derived from donors with european ethnicity at 40%, while the next largest category, asian, made up 8%. When considering that nearly 50% were unknown, we might expect that as much as 75% of this dataset is made up of cells extracted from donors of self reported european ethnicity. Percentage of cells by self reported ethnicity

Age distribution#

This dataset is very heavily balanced toward younger donors. Many of the cells are derived from donors that are under a year of age (over 25%). After that the remaining 75% of cells are dispersed roughly under a normal distribution with a mode of 51-60 other than an additional peak in the 21-30 range. Donors over 61 years old make up approximately 15% of the data.

Percentage of cells by age

Assay size distribution#

Different assays have different ranges of reported gene measurements. On the low end BD Rapsody Targetted mRNA has only a few genes reported, while 10x instruments tend to report on 30,000 genes.

Different assays measure different numbers of genes

Dataset distribution#

Dataset (eg a publication that produces data and uploads to cellxgene) leads to known batch effects due to different handling proceedures, collection procedures, etc. We stratify our training vs hold-out split by this covariate for this reason. Exploring the breakdown of datasets we see that the top 10 datsets represent approximately 10 million cells of the full cellxgene datset. The largest dataset alone has 4 million cells.

$Top datasets make up a large fraction of cells$

Looking at the makeup of these top datasets, we see that most represent single tissue categories predominately. Most of these tend to be nervous system datsets with the exception of one which is balanced between many cell types. Top 9 datasets are largely biased toward single cell types

References#

CZ CELLxGENE Discover: A single-cell data platform for scalable exploration, analysis and modeling of aggregated data CZI Single-Cell Biology, et al. bioRxiv 2023.10.30; doi: https://doi.org/10.1101/2023.10.30.563174

Data License#

The data in CELLxGENE are made available by the study authors and Chan Zuckerberg Initiative under the creative commons CC BY 4.0 license. Study authors agree prior to submission that their data is not identifiable, lacking any direct personal identifiers in the metadata. More information may be found in the CELLxGENE Data Submission Policy. Our training, validation and test data, including subsets made available for testing and demonstration purposes, was contributed to CELLxGENE through one or more of the following sources:

Publication Reference: ; Dataset Version: https://datasets.cellxgene.cziscience.com/01fee550-877c-4a13-97b2-96bb43e5a2a5.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/6b701826-37bb-4356-9792-ff41fc4c3161
Publication Reference: ; Dataset Version: https://datasets.cellxgene.cziscience.com/9959402b-2e69-4aeb-ba39-efdfa5e0de1a.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/10bf5c50-8d85-4c5f-94b4-22c1363d9f31
Publication Reference: ; Dataset Version: https://datasets.cellxgene.cziscience.com/bc484ee8-b3cc-47a3-8f4f-f95aa1fec803.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/a98b828a-622a-483a-80e0-15703678befd
Publication Reference: Ahern et al. (2022) Cell; Publication: https://doi.org/10.1016/j.cell.2022.01.012 Dataset Version: https://datasets.cellxgene.cziscience.com/e72d0170-3399-4aa0-8c56-da7b4f0ced6b.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/8f126edf-5405-4731-8374-b5ce11f53e82
Publication Reference: Andrews et al. (2022) Hepatology Communications; Publication: https://doi.org/10.1002/hep4.1854 Dataset Version: https://datasets.cellxgene.cziscience.com/19b364f7-db0c-430b-bc16-9b31cbd45a58.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/44531dd9-1388-4416-a117-af0a99de2294
Publication Reference: Arutyunyan et al. (2023) Nature; Publication: https://doi.org/10.1038/s41586-023-05869-0 Dataset Version: https://datasets.cellxgene.cziscience.com/5720f13d-fc15-4859-90df-447637fb37c4.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/e2c257e7-6f79-487c-b81c-39451cd4ab3c
Publication Reference: Bhaduri et al. (2021) Nature; Publication: https://doi.org/10.1038/s41586-021-03910-8 Dataset Version: https://datasets.cellxgene.cziscience.com/677082ca-48d3-44b8-b5c4-84dffafbba23.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/c8565c6a-01a1-435b-a549-f11b452a83a8
Publication Reference: Bhat-Nakshatri et al. (2021) Cell Reports Medicine; Publication: https://doi.org/10.1016/j.xcrm.2021.100219 Dataset Version: https://datasets.cellxgene.cziscience.com/f72aae6e-c997-484c-bffd-6d09e41ef9a4.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/c9706a92-0e5f-46c1-96d8-20e42467f287
Publication Reference: Bondoc et al. (2021) Commun Biol; Publication: https://doi.org/10.1038/s42003-021-02562-8 Dataset Version: https://datasets.cellxgene.cziscience.com/20d54624-2098-4ed5-89f8-6da2bb460c3c.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/a261413d-835b-4f1e-ab0c-dada55ea6afd
Publication Reference: Burclaff et al. (2022) Cellular and Molecular Gastroenterology and Hepatology; Publication: https://doi.org/10.1016/j.jcmgh.2022.02.007 Dataset Version: https://datasets.cellxgene.cziscience.com/e00e3a74-038a-46fd-8931-f6dc8c90fd13.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/64b24fda-6591-4ce1-89e7-33eb6c43ad7b
Publication Reference: Calandrelli et al. (2020) Nat Commun; Publication: https://doi.org/10.1038/s41467-020-18957-w Dataset Version: https://datasets.cellxgene.cziscience.com/c3189372-fceb-493d-98be-23abe1947253.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/db468083-041c-41ca-8f6f-bf991a070adf
Publication Reference: Cao et al. (2020) Science; Publication: https://doi.org/10.1126/science.aba7721 Dataset Version: https://datasets.cellxgene.cziscience.com/8f6296d0-5b29-4dca-8061-b97147df5fcc.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/c114c20f-1ef4-49a5-9c2e-d965787fb90c
Publication Reference: Chan Zuckerberg Initiative Single-Cell COVID-19 Consortia et al. (2020) medRxiv; Publication: https://doi.org/10.1101/2020.11.20.20227355 Dataset Version: https://datasets.cellxgene.cziscience.com/6c779b98-f437-4cbf-9b81-a3e6be637419.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/0434a9d4-85fd-4554-b8e3-cf6c582bb2fa
Publication Reference: Chan et al. (2021) Cancer Cell; Publication: https://doi.org/10.1016/j.ccell.2021.09.008 Dataset Version: https://datasets.cellxgene.cziscience.com/1ba7d495-c1a8-4809-b56d-548fbea77c8a.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/62e8f058-9c37-48bc-9200-e767f318a8ec
Publication Reference: Chan et al. (2021) Cancer Cell; Publication: https://doi.org/10.1016/j.ccell.2021.09.008 Dataset Version: https://datasets.cellxgene.cziscience.com/c40911a4-47de-460e-be86-52e39800654c.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/62e8f058-9c37-48bc-9200-e767f318a8ec
Publication Reference: Cheng et al. (2018) Cell Reports; Publication: https://doi.org/10.1016/j.celrep.2018.09.006 Dataset Version: https://datasets.cellxgene.cziscience.com/912d943b-9060-4fd3-a12c-ad641a89f0e4.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/43d4bb39-21af-4d05-b973-4c1fed7b916c
Publication Reference: Cowan et al. (2020) Cell; Publication: https://doi.org/10.1016/j.cell.2020.08.013 Dataset Version: https://datasets.cellxgene.cziscience.com/b1989183-5808-46ab-87f5-978febb2d26e.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/2f4c738f-e2f3-4553-9db2-0582a38ea4dc
Publication Reference: Cowan et al. (2020) Cell; Publication: https://doi.org/10.1016/j.cell.2020.08.013 Dataset Version: https://datasets.cellxgene.cziscience.com/c0d3867e-1a7b-4e57-af62-c563f1934226.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/2f4c738f-e2f3-4553-9db2-0582a38ea4dc
Publication Reference: Dom\u00ednguez Conde et al. (2022) Science; Publication: https://doi.org/10.1126/science.abl5197 Dataset Version: https://datasets.cellxgene.cziscience.com/08f58b32-a01b-4300-8ebc-2b93c18f26f7.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/62ef75e4-cbea-454e-a0ce-998ec40223d3
Publication Reference: Easter et al. (2024) Nat Commun; Publication: https://doi.org/10.1038/s41467-024-49037-y Dataset Version: https://datasets.cellxgene.cziscience.com/221dff56-a47d-4563-90ed-51b60e2f16d5.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/71f4bccf-53d4-4c12-9e80-e73bfb89e398
Publication Reference: Egozi et al. (2021) Nat Med; Publication: https://doi.org/10.1038/s41591-021-01586-1 Dataset Version: https://datasets.cellxgene.cziscience.com/e3a84fef-b6df-49b2-b0ca-ecaf444773ec.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/7651ac1a-f947-463a-9223-a9e408a41989
Publication Reference: Elmentaite et al. (2020) Developmental Cell; Publication: https://doi.org/10.1016/j.devcel.2020.11.010 Dataset Version: https://datasets.cellxgene.cziscience.com/3aedefc0-401a-4ee8-a1b5-a0ffc20e1ff2.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/17481d16-ee44-49e5-bcf0-28c0780d8c4a
Publication Reference: Elmentaite et al. (2020) Developmental Cell; Publication: https://doi.org/10.1016/j.devcel.2020.11.010 Dataset Version: https://datasets.cellxgene.cziscience.com/5d27ffd6-1769-4564-961f-9bb32d9ca3a4.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/17481d16-ee44-49e5-bcf0-28c0780d8c4a
Publication Reference: Elmentaite et al. (2021) Nature; Publication: https://doi.org/10.1038/s41586-021-03852-1 Dataset Version: https://datasets.cellxgene.cziscience.com/c463b937-dbdc-48ff-8037-dd191ea4e41e.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/e33ffcd3-7cbf-4b8c-b0f4-85587ad5019a
Publication Reference: Eraslan et al. (2022) Science; Publication: https://doi.org/10.1126/science.abl4290 Dataset Version: https://datasets.cellxgene.cziscience.com/355ed159-f7d7-45e9-bc55-95639f0ab8b0.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/a3ffde6c-7ad2-498a-903c-d58e732f7470
Publication Reference: Fan et al. (2019) Nat Commun; Publication: https://doi.org/10.1038/s41467-019-11036-9 Dataset Version: https://datasets.cellxgene.cziscience.com/9b2536db-4576-4906-ae9b-a01a623462f9.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/2902f08c-f83c-470e-a541-e463e25e5058
Publication Reference: Fasolino et al. (2022) Nat Metab; Publication: https://doi.org/10.1038/s42255-022-00531-x Dataset Version: https://datasets.cellxgene.cziscience.com/d39144df-fa59-4b63-b07b-9b34613b5c84.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/51544e44-293b-4c2b-8c26-560678423380
Publication Reference: Fawkner-Corbett et al. (2021) Cell; Publication: https://doi.org/10.1016/j.cell.2020.12.016 Dataset Version: https://datasets.cellxgene.cziscience.com/e8473c46-eada-43b7-bd1c-e0fed1c4c913.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/60358420-6055-411d-ba4f-e8ac80682a2e
Publication Reference: Gabitto et al. (2023) bioRxiv; Publication: https://doi.org/10.1101/2023.05.08.539485 Dataset Version: https://datasets.cellxgene.cziscience.com/291ce735-8d18-4a2f-a6bc-98f75f8d6bc0.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/1ca90a2d-2943-483d-b678-b809bf464c30
Publication Reference: Gabitto et al. (2023) bioRxiv; Publication: https://doi.org/10.1101/2023.05.08.539485 Dataset Version: https://datasets.cellxgene.cziscience.com/e9bffe1d-9f07-4467-9230-c080b362e737.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/1ca90a2d-2943-483d-b678-b809bf464c30
Publication Reference: Garcia-Alonso et al. (2021) Nat Genet; Publication: https://doi.org/10.1038/s41588-021-00972-2 Dataset Version: https://datasets.cellxgene.cziscience.com/15f77a91-aadc-4e63-81c7-a8614e9ad33d.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/32f2fd23-ec74-486f-9544-e5b2f41725f5
Publication Reference: Garcia-Alonso et al. (2022) Nature; Publication: https://doi.org/10.1038/s41586-022-04918-4 Dataset Version: https://datasets.cellxgene.cziscience.com/366847dc-8fc4-42c3-9c27-9704929c6792.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/661a402a-2a5a-4c71-9b05-b346c57bc451
Publication Reference: Garcia-Alonso et al. (2022) Nature; Publication: https://doi.org/10.1038/s41586-022-04918-4 Dataset Version: https://datasets.cellxgene.cziscience.com/4b894b0d-6b27-4ab4-a48a-0205e4aaf348.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/661a402a-2a5a-4c71-9b05-b346c57bc451
Publication Reference: Garcia-Alonso et al. (2022) Nature; Publication: https://doi.org/10.1038/s41586-022-04918-4 Dataset Version: https://datasets.cellxgene.cziscience.com/c74c3be0-1a80-4af9-8241-d560afc67886.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/661a402a-2a5a-4c71-9b05-b346c57bc451
Publication Reference: Gray et al. (2022) Developmental Cell; Publication: https://doi.org/10.1016/j.devcel.2022.05.003 Dataset Version: https://datasets.cellxgene.cziscience.com/9fecd056-d8c8-4ec6-8522-8d40f19c90a8.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/99f1515b-46a2-4bc4-94c3-f62659dc1eb4
Publication Reference: Guilliams et al. (2022) Cell; Publication: https://doi.org/10.1016/j.cell.2021.12.018 Dataset Version: https://datasets.cellxgene.cziscience.com/5f2d618d-2a5f-4c31-8750-982342d7dd04.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/74e10dc4-cbb2-4605-a189-8a1cd8e44d8c
Publication Reference: Han et al. (2020) Nature; Publication: https://doi.org/10.1038/s41586-020-2157-4 Dataset Version: https://datasets.cellxgene.cziscience.com/7a455e3b-dd79-499b-95c9-8b1b2dde5339.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/38833785-fac5-48fd-944a-0f62a4c23ed1
Publication Reference: Han et al. (2022) Blood Cancer Discovery; Publication: https://doi.org/10.1158/2643-3230.BCD-21-0075 Dataset Version: https://datasets.cellxgene.cziscience.com/f905e484-1162-467e-b8c5-835dcfe9bd5c.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/968834a0-1895-40df-8720-666029b3bbac
Publication Reference: Hao et al. (2021) Cell; Publication: https://doi.org/10.1016/j.cell.2021.04.048 Dataset Version: https://datasets.cellxgene.cziscience.com/55c120dc-6a20-4caf-9513-f5970b24b1be.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/b0cf0afa-ec40-4d65-b570-ed4ceacc6813
Publication Reference: He et al. (2022) Cell; Publication: https://doi.org/10.1016/j.cell.2022.11.005 Dataset Version: https://datasets.cellxgene.cziscience.com/256d6049-b499-47a9-9c9a-20b92f9c6ba6.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/2d2e2acd-dade-489f-a2da-6c11aa654028
Publication Reference: He et al. (2022) Cell; Publication: https://doi.org/10.1016/j.cell.2022.11.005 Dataset Version: https://datasets.cellxgene.cziscience.com/25dbd3da-8cb0-4b9d-814c-85ae0a710353.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/2d2e2acd-dade-489f-a2da-6c11aa654028
Publication Reference: He et al. (2022) Cell; Publication: https://doi.org/10.1016/j.cell.2022.11.005 Dataset Version: https://datasets.cellxgene.cziscience.com/2b55f5c0-aa82-41e8-9d84-915b1d5a797b.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/2d2e2acd-dade-489f-a2da-6c11aa654028
Publication Reference: He et al. (2022) Cell; Publication: https://doi.org/10.1016/j.cell.2022.11.005 Dataset Version: https://datasets.cellxgene.cziscience.com/c4122ff1-79d9-405b-92f1-c1c27234a125.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/2d2e2acd-dade-489f-a2da-6c11aa654028
Publication Reference: James et al. (2020) Nat Immunol; Publication: https://doi.org/10.1038/s41590-020-0602-z Dataset Version: https://datasets.cellxgene.cziscience.com/6e2ab5f9-bb51-459a-9fd7-605d29661823.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/7681c7d7-0168-4892-a547-6f02a6430ace
Publication Reference: Jardine et al. (2021) Nature; Publication: https://doi.org/10.1038/s41586-021-03929-x Dataset Version: https://datasets.cellxgene.cziscience.com/7c452616-bc00-4499-b511-bfd5de1b7cd6.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/793fdaec-5067-428a-a9db-ecefe135c945
Publication Reference: Jardine et al. (2021) Nature; Publication: https://doi.org/10.1038/s41586-021-03929-x Dataset Version: https://datasets.cellxgene.cziscience.com/8ef64f32-461d-4d50-81b6-5718b506a7a8.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/793fdaec-5067-428a-a9db-ecefe135c945
Publication Reference: Jardine et al. (2021) Nature; Publication: https://doi.org/10.1038/s41586-021-03929-x Dataset Version: https://datasets.cellxgene.cziscience.com/f402b857-7871-45f4-9ad1-ff943552285a.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/793fdaec-5067-428a-a9db-ecefe135c945
Publication Reference: Jin et al. (2021) iScience; Publication: https://doi.org/10.1016/j.isci.2021.103115 Dataset Version: https://datasets.cellxgene.cziscience.com/753caa81-61c5-4126-a61c-df2c546b16d1.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/b9fc3d70-5a72-4479-a046-c2cc1ab19efc
Publication Reference: Jorstad et al. (2023) Science; Publication: https://doi.org/10.1126/science.adf6812 Dataset Version: https://datasets.cellxgene.cziscience.com/97a035e0-b9d3-4e7b-adc2-b318316da7f9.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/d17249d2-0e6e-4500-abb8-e6c93fa1ac6f
Publication Reference: Joseph et al. (2021) J. Pathol.; Publication: https://doi.org/10.1002/path.5751 Dataset Version: https://datasets.cellxgene.cziscience.com/fb812806-ae3a-45de-9102-0b2f801424e2.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/4b54248f-2165-477c-a027-dd55082e8818
Publication Reference: Kamath et al. (2022) Nat Neurosci; Publication: https://doi.org/10.1038/s41593-022-01061-1 Dataset Version: https://datasets.cellxgene.cziscience.com/4936be1a-c766-46e2-815f-1c994aed7a4f.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/b0f0b447-ac37-45b0-b1bf-5c0b7d871120
Publication Reference: Kamath et al. (2022) Nat Neurosci; Publication: https://doi.org/10.1038/s41593-022-01061-1 Dataset Version: https://datasets.cellxgene.cziscience.com/dd206caf-13ca-4598-86af-339189adff0d.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/b0f0b447-ac37-45b0-b1bf-5c0b7d871120
Publication Reference: Kanemaru et al. (2023) Nature; Publication: https://doi.org/10.1038/s41586-023-06311-1 Dataset Version: https://datasets.cellxgene.cziscience.com/1a7a9fb0-aee1-437f-8a7c-9d132253a4db.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/3116d060-0a8e-4767-99bb-e866badea1ed
Publication Reference: King et al. (2021) Sci. Immunol.; Publication: https://doi.org/10.1126/sciimmunol.abe6291 Dataset Version: https://datasets.cellxgene.cziscience.com/02675fa7-5f13-4d89-a07d-9d0ff7996f0d.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/3a2af25b-2338-4266-aad3-aa8d07473f50
Publication Reference: King et al. (2021) Sci. Immunol.; Publication: https://doi.org/10.1126/sciimmunol.abe6291 Dataset Version: https://datasets.cellxgene.cziscience.com/6c8a5c10-2617-4cb1-8ed6-20a5e25065ef.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/3a2af25b-2338-4266-aad3-aa8d07473f50
Publication Reference: Knight-Schrijver et al. (2022) Nat Cardiovasc Res; Publication: https://doi.org/10.1038/s44161-022-00183-w Dataset Version: https://datasets.cellxgene.cziscience.com/c1e3c998-4961-46c9-929d-d011900964e8.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/43b45a20-a969-49ac-a8e8-8c84b211bd01
Publication Reference: Kock et al. (2024) bioRxiv; Publication: https://doi.org/10.1101/2024.06.30.601119 Dataset Version: https://datasets.cellxgene.cziscience.com/a3850101-1e15-4ae2-82f7-bb9289e911d4.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/ced320a1-29f3-47c1-a735-513c7084d508
Publication Reference: Kong et al. (2023) Immunity; Publication: https://doi.org/10.1016/j.immuni.2023.01.002 Dataset Version: https://datasets.cellxgene.cziscience.com/30d6b4f5-1475-4b86-a47c-48609d6706c2.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/5c868b6f-62c5-4532-9d7f-a346ad4b50a7
Publication Reference: Kong et al. (2023) Immunity; Publication: https://doi.org/10.1016/j.immuni.2023.01.002 Dataset Version: https://datasets.cellxgene.cziscience.com/41bdc5da-b436-485a-a753-9ae297057ee6.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/5c868b6f-62c5-4532-9d7f-a346ad4b50a7
Publication Reference: Kong et al. (2023) Immunity; Publication: https://doi.org/10.1016/j.immuni.2023.01.002 Dataset Version: https://datasets.cellxgene.cziscience.com/485d1aee-db62-4373-854c-12a34237e97b.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/5c868b6f-62c5-4532-9d7f-a346ad4b50a7
Publication Reference: Kong et al. (2023) Immunity; Publication: https://doi.org/10.1016/j.immuni.2023.01.002 Dataset Version: https://datasets.cellxgene.cziscience.com/8db9570a-3f80-41c9-b927-ae3eb115ba1d.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/5c868b6f-62c5-4532-9d7f-a346ad4b50a7
Publication Reference: Kong et al. (2023) Immunity; Publication: https://doi.org/10.1016/j.immuni.2023.01.002 Dataset Version: https://datasets.cellxgene.cziscience.com/dedfeef9-bfb8-4c2f-a196-1afea9a846d8.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/5c868b6f-62c5-4532-9d7f-a346ad4b50a7
Publication Reference: Kong et al. (2023) Immunity; Publication: https://doi.org/10.1016/j.immuni.2023.01.002 Dataset Version: https://datasets.cellxgene.cziscience.com/ef7d48a5-c56b-4f13-9903-fb3327924445.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/5c868b6f-62c5-4532-9d7f-a346ad4b50a7
Publication Reference: Kumar et al. (2023) Nature; Publication: https://doi.org/10.1038/s41586-023-06252-9 Dataset Version: https://datasets.cellxgene.cziscience.com/24ee53d1-e5ed-47ae-8b8e-7a0d62d91513.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/4195ab4c-20bd-4cd3-8b3d-65601277e731
Publication Reference: Kumar et al. (2023) Nature; Publication: https://doi.org/10.1038/s41586-023-06252-9 Dataset Version: https://datasets.cellxgene.cziscience.com/b8b5be07-061b-4390-af0a-f9ced877a068.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/4195ab4c-20bd-4cd3-8b3d-65601277e731
Publication Reference: Kuppe et al. (2022) Nature; Publication: https://doi.org/10.1038/s41586-022-05060-x Dataset Version: https://datasets.cellxgene.cziscience.com/c1f6034b-7973-45e1-85e7-16933d0550bc.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/8191c283-0816-424b-9b61-c3e1d6258a77
Publication Reference: Lake et al. (2023) Nature; Publication: https://doi.org/10.1038/s41586-023-05769-3 Dataset Version: https://datasets.cellxgene.cziscience.com/1cbe52c1-0567-4188-9c18-9d7271c56055.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/bcb61471-2a44-4d00-a0af-ff085512674c
Publication Reference: Lake et al. (2023) Nature; Publication: https://doi.org/10.1038/s41586-023-05769-3 Dataset Version: https://datasets.cellxgene.cziscience.com/d0ddf40e-dc4b-4134-8439-bfb8bf7a81f4.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/bcb61471-2a44-4d00-a0af-ff085512674c
Publication Reference: Lavaert et al. (2020) Immunity; Publication: https://doi.org/10.1016/j.immuni.2020.03.019 Dataset Version: https://datasets.cellxgene.cziscience.com/22e3ee6e-e47b-4502-9b2c-21b4c30a455f.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/83ed3be8-4cb9-43e6-9aaa-3fbbf5d1bd3a
Publication Reference: Ledergor et al. (2018) Nat Med; Publication: https://doi.org/10.1038/s41591-018-0269-2 Dataset Version: https://datasets.cellxgene.cziscience.com/680c8801-ccdd-4018-a14a-cefda2da3848.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/2a0b02c0-fea6-47bd-92b9-9b03f5d2580c
Publication Reference: Lee et al. (2020) Sci. Immunol.; Publication: https://doi.org/10.1126/sciimmunol.abd1554 Dataset Version: https://datasets.cellxgene.cziscience.com/b0a99b60-7480-4b5c-93c5-11020c36adb2.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/4f889ffc-d4bc-4748-905b-8eb9db47a2ed
Publication Reference: Lengyel et al. (2022) Cell Reports; Publication: https://doi.org/10.1016/j.celrep.2022.111838 Dataset Version: https://datasets.cellxgene.cziscience.com/da638059-73e0-4a3b-a6fc-5fb8e47d4bff.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/d36ca85c-3e8b-444c-ba3e-a645040c6185
Publication Reference: Lengyel et al. (2022) Cell Reports; Publication: https://doi.org/10.1016/j.celrep.2022.111838 Dataset Version: https://datasets.cellxgene.cziscience.com/de2a800c-249f-4072-8454-cde3d6bfb5b4.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/d36ca85c-3e8b-444c-ba3e-a645040c6185
Publication Reference: Li et al. (2022) Cancer Cell; Publication: https://doi.org/10.1016/j.ccell.2022.11.001 Dataset Version: https://datasets.cellxgene.cziscience.com/39196e03-e248-4724-a618-b3bef017d6b2.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/f7cecffa-00b4-4560-a29a-8ad626b8ee08
Publication Reference: Liang et al. (2023) Cell Genomics; Publication: https://doi.org/10.1016/j.xgen.2023.100298 Dataset Version: https://datasets.cellxgene.cziscience.com/0da7c2ec-246f-4ffb-9c25-1aa059870a0a.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/af893e86-8e9f-41f1-a474-ef05359b1fb7
Publication Reference: Liang et al. (2023) Cell Genomics; Publication: https://doi.org/10.1016/j.xgen.2023.100298 Dataset Version: https://datasets.cellxgene.cziscience.com/9a199269-5a65-4ade-aa85-07ab4cfb4c26.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/af893e86-8e9f-41f1-a474-ef05359b1fb7
Publication Reference: Litvi\u0148ukov\u00e1 et al. (2020) Nature; Publication: https://doi.org/10.1038/s41586-020-2797-4 Dataset Version: https://datasets.cellxgene.cziscience.com/a5618935-5bbd-494d-b300-9ecc2402d5b0.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/b52eb423-5d0d-4645-b217-e1c6d38b2e72
Publication Reference: Liu et al. (2021) Cell; Publication: https://doi.org/10.1016/j.cell.2021.02.018 Dataset Version: https://datasets.cellxgene.cziscience.com/504b4b53-f0fb-43a6-8b8d-6254e8d81e85.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/ed9185e3-5b82-40c7-9824-b2141590c7f0
Publication Reference: Liu et al. (2021) Cell; Publication: https://doi.org/10.1016/j.cell.2021.02.018 Dataset Version: https://datasets.cellxgene.cziscience.com/6d14e6f5-9b9f-4e8e-8b31-cee9020e18a5.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/ed9185e3-5b82-40c7-9824-b2141590c7f0
Publication Reference: Lukassen et al. (2020) EMBO J; Publication: https://doi.org/10.15252/embj.20105114 Dataset Version: https://datasets.cellxgene.cziscience.com/a6c47325-eae6-4111-9e47-89a550ef99af.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/6ff3401b-d72c-4940-a00c-3f0792397082
Publication Reference: Lukassen et al. (2020) EMBO J; Publication: https://doi.org/10.15252/embj.20105114 Dataset Version: https://datasets.cellxgene.cziscience.com/b0c0edd1-a8ba-436c-bef4-667bdf3fc8f1.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/6ff3401b-d72c-4940-a00c-3f0792397082
Publication Reference: Lukowski et al. (2019) EMBO J; Publication: https://doi.org/10.15252/embj.2018100811 Dataset Version: https://datasets.cellxgene.cziscience.com/9b910901-bcf8-4d51-a85b-268ccbd54544.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/3472f32d-4a33-48e2-aad5-666d4631bf4c
Publication Reference: MacParland et al. (2018) Nat Commun; Publication: https://doi.org/10.1038/s41467-018-06318-7 Dataset Version: https://datasets.cellxgene.cziscience.com/f07d2b1d-2e04-4f30-92d2-7d55e22da909.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/bd5230f4-cd76-4d35-9ee5-89b3e7475659
Publication Reference: Madissoon et al. (2020) Genome Biol; Publication: https://doi.org/10.1186/s13059-019-1906-x Dataset Version: https://datasets.cellxgene.cziscience.com/2c6ab5e2-09c9-410b-a472-7559e45e553a.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/4d74781b-8186-4c9a-b659-ff4dc4601d91
Publication Reference: Madissoon et al. (2020) Genome Biol; Publication: https://doi.org/10.1186/s13059-019-1906-x Dataset Version: https://datasets.cellxgene.cziscience.com/55abbbab-bb53-4f92-92cd-483d8f74a881.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/4d74781b-8186-4c9a-b659-ff4dc4601d91
Publication Reference: Madissoon et al. (2020) Genome Biol; Publication: https://doi.org/10.1186/s13059-019-1906-x Dataset Version: https://datasets.cellxgene.cziscience.com/ee76e44a-8b7a-4ddc-8e29-c8a355254033.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/4d74781b-8186-4c9a-b659-ff4dc4601d91
Publication Reference: Melms et al. (2021) Nature; Publication: https://doi.org/10.1038/s41586-021-03569-1 Dataset Version: https://datasets.cellxgene.cziscience.com/739bae5d-2d6f-4664-a79f-d065610da5ae.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/e4c9ed14-e560-4900-a3bf-b0f8d2ce6a10
Publication Reference: Menon et al. (2019) Nat Commun; Publication: https://doi.org/10.1038/s41467-019-12780-8 Dataset Version: https://datasets.cellxgene.cziscience.com/f34734b0-5de7-4b48-a3ba-bd9bb8c48e73.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/1a486c4c-c115-4721-8c9f-f9f096e10857
Publication Reference: Muto et al. (2021) Nat Commun; Publication: https://doi.org/10.1038/s41467-021-22368-w Dataset Version: https://datasets.cellxgene.cziscience.com/3b84b0b5-3d0a-41a1-860a-bbadad3717bb.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/9b02383a-9358-4f0f-9795-a891ec523bcc
Publication Reference: Nowicki-Osuch et al. (2023) Cancer Discovery; Publication: https://doi.org/10.1158/2159-8290.cd-22-0824 Dataset Version: https://datasets.cellxgene.cziscience.com/074caa96-9205-4bc6-b5ba-eef787f131dc.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/a18474f4-ff1e-4864-af69-270b956cee5b
Publication Reference: Orozco et al. (2020) Cell Reports; Publication: https://doi.org/10.1016/j.celrep.2019.12.082 Dataset Version: https://datasets.cellxgene.cziscience.com/56334044-9f3a-4541-be24-28bed94c2d4a.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/939769a8-d8d2-4d01-abfc-55699893fd49
Publication Reference: Otero-Garcia et al. (2022) Neuron; Publication: https://doi.org/10.1016/j.neuron.2022.06.021 Dataset Version: https://datasets.cellxgene.cziscience.com/70170717-45c4-4891-9b14-fb795ecc3d94.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/b953c942-f5d8-434f-9da7-e726ba7c1481
Publication Reference: Otero-Garcia et al. (2022) Neuron; Publication: https://doi.org/10.1016/j.neuron.2022.06.021 Dataset Version: https://datasets.cellxgene.cziscience.com/b6ddb1cd-f058-450e-8e66-e81f6e8a3c4a.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/b953c942-f5d8-434f-9da7-e726ba7c1481
Publication Reference: Park et al. (2020) Science; Publication: https://doi.org/10.1126/science.aay3224 Dataset Version: https://datasets.cellxgene.cziscience.com/59d5b3c5-9a55-44ae-a7fa-c14567e02755.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/de13e3e2-23b6-40ed-a413-e9e12d7d3910
Publication Reference: Park et al. (2020) Science; Publication: https://doi.org/10.1126/science.aay3224 Dataset Version: https://datasets.cellxgene.cziscience.com/c6e08ab6-ab3b-41dc-8058-8e6442e081ec.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/de13e3e2-23b6-40ed-a413-e9e12d7d3910
Publication Reference: Perez et al. (2022) Science; Publication: https://doi.org/10.1126/science.abf1970 Dataset Version: https://datasets.cellxgene.cziscience.com/8f2e4a29-e397-4f33-bc9a-3181e06b64b0.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/436154da-bcf1-4130-9c8b-120ff9a888f2
Publication Reference: Reed et al. (2024) Nat Genet; Publication: https://doi.org/10.1038/s41588-024-01688-9 Dataset Version: https://datasets.cellxgene.cziscience.com/5a611776-aae0-41b9-9f2b-aaf5f83771a3.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/48259aa8-f168-4bf5-b797-af8e88da6637
Publication Reference: Reichart et al. (2022) Science; Publication: https://doi.org/10.1126/science.abo1984 Dataset Version: https://datasets.cellxgene.cziscience.com/e0251a80-0058-4686-9ab8-b2e751313e18.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/e75342a8-0f3b-4ec5-8ee1-245a23e0f7cb
Publication Reference: Ren et al. (2021) Cell; Publication: https://doi.org/10.1016/j.cell.2021.01.053 Dataset Version: https://datasets.cellxgene.cziscience.com/ae18e694-6f45-4635-affa-63ac0e29323d.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/0a839c4b-10d0-4d64-9272-684c49a2c8ba
Publication Reference: Rodr\u00edguez-Ubreva et al. (2022) Nat Commun; Publication: https://doi.org/10.1038/s41467-022-29450-x Dataset Version: https://datasets.cellxgene.cziscience.com/0ac22902-dfaa-4ceb-9cad-03afbd96f6d4.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/bf325905-5e8e-42e3-933d-9a9053e9af80
Publication Reference: Rodr\u00edguez-Ubreva et al. (2022) Nat Commun; Publication: https://doi.org/10.1038/s41467-022-29450-x Dataset Version: https://datasets.cellxgene.cziscience.com/5b4b134c-42f6-415b-a4fd-7f2a60128ff1.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/bf325905-5e8e-42e3-933d-9a9053e9af80
Publication Reference: Rodr\u00edguez-Ubreva et al. (2022) Nat Commun; Publication: https://doi.org/10.1038/s41467-022-29450-x Dataset Version: https://datasets.cellxgene.cziscience.com/d6e742c5-f6e5-42f4-8064-622783542f6b.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/bf325905-5e8e-42e3-933d-9a9053e9af80
Publication Reference: Salcher et al. (2022) Cancer Cell; Publication: https://doi.org/10.1016/j.ccell.2022.10.008 Dataset Version: https://datasets.cellxgene.cziscience.com/99040b08-7e1a-4d81-911c-4d2fd2335757.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/edb893ee-4066-4128-9aec-5eb2b03f8287
Publication Reference: Seeker et al. (2023) acta neuropathol commun; Publication: https://doi.org/10.1186/s40478-023-01568-z Dataset Version: https://datasets.cellxgene.cziscience.com/32c319ef-10e2-4948-8b40-093d2f9d7cb5.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/9d63fcf1-5ca0-4006-8d8f-872f3327dbe9
Publication Reference: Sikkema et al. (2023) Nat Med; Publication: https://doi.org/10.1038/s41591-023-02327-2 Dataset Version: https://datasets.cellxgene.cziscience.com/8d84ba15-d367-4dce-979c-85da70b868a2.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/6f6d381a-7701-4781-935c-db10d30de293
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Publication Reference: Smillie et al. (2019) Cell; Publication: https://doi.org/10.1016/j.cell.2019.06.029 Dataset Version: https://datasets.cellxgene.cziscience.com/6c483976-30de-4835-97f0-2b9bc93614e7.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/33d19f34-87f5-455b-8ca5-9023a2e5453d
Publication Reference: Smith et al. (2021) Proc. Natl. Acad. Sci. U.S.A.; Publication: https://doi.org/10.1073/pnas.2023333118 Dataset Version: https://datasets.cellxgene.cziscience.com/bf50dbfb-9ca0-4f0d-8deb-a1a810a0e313.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/e02201d7-f49f-401f-baf0-1eb1406546c0
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Publication Reference: Sol\u00e9-Boldo et al. (2020) Commun Biol; Publication: https://doi.org/10.1038/s42003-020-0922-4 Dataset Version: https://datasets.cellxgene.cziscience.com/bc8d7152-3b69-4153-9314-7342ae58fbde.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/c353707f-09a4-4f12-92a0-cb741e57e5f0
Publication Reference: Stephenson et al. (2021) Nat Med; Publication: https://doi.org/10.1038/s41591-021-01329-2 Dataset Version: https://datasets.cellxgene.cziscience.com/46586a98-b75d-4557-9cc4-839fc28e67d5.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/ddfad306-714d-4cc0-9985-d9072820c530
Publication Reference: Stewart et al. (2019) Science; Publication: https://doi.org/10.1126/science.aat5031 Dataset Version: https://datasets.cellxgene.cziscience.com/40ebb8e4-1a25-4a33-b8ff-02d1156e4e9b.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/120e86b4-1195-48c5-845b-b98054105eec
Publication Reference: Stewart et al. (2019) Science; Publication: https://doi.org/10.1126/science.aat5031 Dataset Version: https://datasets.cellxgene.cziscience.com/fe7e4408-7390-4f93-95aa-ffe472843421.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/120e86b4-1195-48c5-845b-b98054105eec
Publication Reference: Strati et al. (2023) Cell Reports Medicine; Publication: https://doi.org/10.1016/j.xcrm.2023.101158 Dataset Version: https://datasets.cellxgene.cziscience.com/21d11474-fe9a-420d-9661-5b88ba407bc1.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/26b5b4f6-828c-4791-b4a3-abb19e3b1952
Publication Reference: Suo et al. (2022) Science; Publication: https://doi.org/10.1126/science.abo0510 Dataset Version: https://datasets.cellxgene.cziscience.com/fe340fe0-f2e8-4e7b-8879-0161248129d3.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/b1a879f6-5638-48d3-8f64-f6592c1b1561
Publication Reference: Szabo et al. (2019) Nat Commun; Publication: https://doi.org/10.1038/s41467-019-12464-3 Dataset Version: https://datasets.cellxgene.cziscience.com/71c5026d-9567-4d0f-a808-edf29440df43.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/24d42e5e-ce6d-45ff-a66b-a3b3b715deaf
Publication Reference: The Tabula Sapiens Consortium* et al. (2022) Science; Publication: https://doi.org/10.1126/science.abl4896 Dataset Version: https://datasets.cellxgene.cziscience.com/981bcf57-30cb-4a85-b905-e04373432fef.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/e5f58829-1a66-40b5-a624-9046778e74f5
Publication Reference: Travaglini et al. (2020) Nature; Publication: https://doi.org/10.1038/s41586-020-2922-4 Dataset Version: https://datasets.cellxgene.cziscience.com/0fd9c007-8ba2-4d87-8568-c938d2631fba.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/5d445965-6f1a-4b68-ba3a-b8f765155d3a
Publication Reference: Travaglini et al. (2020) Nature; Publication: https://doi.org/10.1038/s41586-020-2922-4 Dataset Version: https://datasets.cellxgene.cziscience.com/6dde7580-6b89-4cf9-83b4-c778f06eda7c.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/5d445965-6f1a-4b68-ba3a-b8f765155d3a
Publication Reference: Triana et al. (2021) Nat Immunol; Publication: https://doi.org/10.1038/s41590-021-01059-0 Dataset Version: https://datasets.cellxgene.cziscience.com/3967ab0f-a63c-4318-809e-73329341ba5e.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/93eebe82-d8c3-41bc-a906-63b5b5f24a9d
Publication Reference: Triana et al. (2021) Nat Immunol; Publication: https://doi.org/10.1038/s41590-021-01059-0 Dataset Version: https://datasets.cellxgene.cziscience.com/61f15353-e598-43b5-bb5a-80ac44a0cf0b.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/93eebe82-d8c3-41bc-a906-63b5b5f24a9d
Publication Reference: Triana et al. (2021) Nat Immunol; Publication: https://doi.org/10.1038/s41590-021-01059-0 Dataset Version: https://datasets.cellxgene.cziscience.com/9397b7fa-a9b5-4b56-8570-c30cb09d9df8.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/93eebe82-d8c3-41bc-a906-63b5b5f24a9d
Publication Reference: Tritschler et al. (2022) Molecular Metabolism; Publication: https://doi.org/10.1016/j.molmet.2022.101595 Dataset Version: https://datasets.cellxgene.cziscience.com/9abfdde4-1d63-4c9a-8ec5-2fff1bd6f387.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/0a77d4c0-d5d0-40f0-aa1a-5e1429bcbd7e
Publication Reference: Ulrich et al. (2021) bioRxiv; Publication: https://doi.org/10.1101/2021.09.16.460628 Dataset Version: https://datasets.cellxgene.cziscience.com/7fa27624-7eda-454a-a066-4de49d5788bd.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/fc77d2ae-247d-44d7-aa24-3f4859254c2c
Publication Reference: Velmeshev et al. (2023) Science; Publication: https://doi.org/10.1126/science.adf0834 Dataset Version: https://datasets.cellxgene.cziscience.com/b126d3e9-a1a2-419a-a049-b4a27d3ce3ab.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/bacccb91-066d-4453-b70e-59de0b4598cd
Publication Reference: Vento-Tormo et al. (2018) Nature; Publication: https://doi.org/10.1038/s41586-018-0698-6 Dataset Version: https://datasets.cellxgene.cziscience.com/7a3bdf11-fbb1-4966-8742-38b574c47317.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/a9254216-6cd8-4186-b32c-349363777584
Publication Reference: Wang et al. (2020) eLife; Publication: https://doi.org/10.7554/eLife.62522 Dataset Version: https://datasets.cellxgene.cziscience.com/b0afc679-2ec0-4c8d-9e3e-19cd693f8462.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/625f6bf4-2f33-4942-962e-35243d284837
Publication Reference: Wang et al. (2023) Immunity; Publication: https://doi.org/10.1016/j.immuni.2023.01.032 Dataset Version: https://datasets.cellxgene.cziscience.com/07d4feab-33de-4bb2-8a5d-452044bc066d.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/03cdc7f4-bd08-49d0-a395-4487c0e5a168
Publication Reference: Wang et al. (2023) Immunity; Publication: https://doi.org/10.1016/j.immuni.2023.01.032 Dataset Version: https://datasets.cellxgene.cziscience.com/20f29b78-5b74-4e6d-bc88-679116733988.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/03cdc7f4-bd08-49d0-a395-4487c0e5a168
Publication Reference: Wiedemann et al. (2023) Cell Reports; Publication: https://doi.org/10.1016/j.celrep.2023.111994 Dataset Version: https://datasets.cellxgene.cziscience.com/1ffe8f40-d258-4c05-885e-46375c483fc7.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/6d203948-a779-4b69-9b3f-1ee1dadc3980
Publication Reference: Wilk et al. (2020) Nat Med; Publication: https://doi.org/10.1038/s41591-020-0944-y Dataset Version: https://datasets.cellxgene.cziscience.com/419da3c2-9141-4654-817f-ee6472df4be3.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/a72afd53-ab92-4511-88da-252fb0e26b9a
Publication Reference: Wilson et al. (2022) Nat Commun; Publication: https://doi.org/10.1038/s41467-022-32972-z Dataset Version: https://datasets.cellxgene.cziscience.com/14e77ad6-38ce-4aad-8385-68b21aff0737.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/b3e2c6e3-9b05-4da9-8f42-da38a664b45b
Publication Reference: Xiang et al. (2020) Front. Cardiovasc. Med.; Publication: https://doi.org/10.3389/fcvm.2020.00052 Dataset Version: https://datasets.cellxgene.cziscience.com/4dc06a70-6d39-4da6-aa8d-2f3fcdbbc1ff.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/9c8808ce-1138-4dbe-818c-171cff10e650
Publication Reference: Yan et al. (2020) Sci Rep; Publication: https://doi.org/10.1038/s41598-020-66092-9 Dataset Version: https://datasets.cellxgene.cziscience.com/60eec096-34b9-45c2-b433-3caffb84f955.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/1d1c7275-476a-49e2-9022-ad1b1c793594
Publication Reference: Yan et al. (2020) Sci Rep; Publication: https://doi.org/10.1038/s41598-020-66092-9 Dataset Version: https://datasets.cellxgene.cziscience.com/6d75c1db-1fe2-4a0e-b55f-680c6df9c99e.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/1d1c7275-476a-49e2-9022-ad1b1c793594
Publication Reference: Yan et al. (2020) Sci Rep; Publication: https://doi.org/10.1038/s41598-020-66092-9 Dataset Version: https://datasets.cellxgene.cziscience.com/8de7d30b-caeb-4def-aad2-592c39cb3f3c.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/1d1c7275-476a-49e2-9022-ad1b1c793594
Publication Reference: Yan et al. (2020) Sci Rep; Publication: https://doi.org/10.1038/s41598-020-66092-9 Dataset Version: https://datasets.cellxgene.cziscience.com/96c7866c-7111-4687-b2c4-fbd445842a30.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/1d1c7275-476a-49e2-9022-ad1b1c793594
Publication Reference: Yan et al. (2020) Sci Rep; Publication: https://doi.org/10.1038/s41598-020-66092-9 Dataset Version: https://datasets.cellxgene.cziscience.com/a9d71d53-66a1-4681-ba97-9671c05dff6d.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/1d1c7275-476a-49e2-9022-ad1b1c793594
Publication Reference: Yan et al. (2020) Sci Rep; Publication: https://doi.org/10.1038/s41598-020-66092-9 Dataset Version: https://datasets.cellxgene.cziscience.com/b67dcfb1-ccae-404c-b0d4-d681ac227858.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/1d1c7275-476a-49e2-9022-ad1b1c793594
Publication Reference: Yazar et al. (2022) Science; Publication: https://doi.org/10.1126/science.abf3041 Dataset Version: https://datasets.cellxgene.cziscience.com/b3e8792e-a31b-404b-a866-250c43bc06d5.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/dde06e0f-ab3b-46be-96a2-a8082383c4a1
Publication Reference: Yoshida et al. (2022) Nature; Publication: https://doi.org/10.1038/s41586-021-04345-x Dataset Version: https://datasets.cellxgene.cziscience.com/69be948c-03f4-46e8-896e-530c79080808.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/03f821b4-87be-4ff4-b65a-b5fc00061da7
Publication Reference: Yoshida et al. (2022) Nature; Publication: https://doi.org/10.1038/s41586-021-04345-x Dataset Version: https://datasets.cellxgene.cziscience.com/d911082e-b5e2-40e6-8f08-fb53c7894622.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/03f821b4-87be-4ff4-b65a-b5fc00061da7
Publication Reference: Yu et al. (2021) Cell; Publication: https://doi.org/10.1016/j.cell.2021.04.028 Dataset Version: https://datasets.cellxgene.cziscience.com/c7bec699-47c3-44ee-a311-ae8507adf6bb.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/dfc09a93-bce0-4c77-893d-e153d1b7f9fa
Publication Reference: Yu et al. (2021) Cell; Publication: https://doi.org/10.1016/j.cell.2021.04.028 Dataset Version: https://datasets.cellxgene.cziscience.com/da7ca6a3-079c-428f-8453-9b21ecce87a7.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/dfc09a93-bce0-4c77-893d-e153d1b7f9fa
Publication Reference: Zhang et al. (2021) Proc. Natl. Acad. Sci. U.S.A.; Publication: https://doi.org/10.1073/pnas.2103240118 Dataset Version: https://datasets.cellxgene.cziscience.com/b6a3566e-a7bf-4fb3-b20c-858c6330e380.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/1df8c90d-d299-4b2e-a54d-a5a80f36e780
Publication Reference: van Zyl et al. (2022) Proc. Natl. Acad. Sci. U.S.A.; Publication: https://doi.org/10.1073/pnas.2200914119 Dataset Version: https://datasets.cellxgene.cziscience.com/47573dc2-1dfc-4ca8-8c6e-b705a6656159.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/63d03351-06be-478e-a0db-f7a653b6b19b
Publication Reference: van Zyl et al. (2022) Proc. Natl. Acad. Sci. U.S.A.; Publication: https://doi.org/10.1073/pnas.2200914119 Dataset Version: https://datasets.cellxgene.cziscience.com/9fa63ab8-6316-4460-8283-af290fec1654.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/63d03351-06be-478e-a0db-f7a653b6b19b
Publication Reference: van Zyl et al. (2022) Proc. Natl. Acad. Sci. U.S.A.; Publication: https://doi.org/10.1073/pnas.2200914119 Dataset Version: https://datasets.cellxgene.cziscience.com/a76ab167-d254-4128-b5ca-86960560074a.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/63d03351-06be-478e-a0db-f7a653b6b19b
Publication Reference: van Zyl et al. (2022) Proc. Natl. Acad. Sci. U.S.A.; Publication: https://doi.org/10.1073/pnas.2200914119 Dataset Version: https://datasets.cellxgene.cziscience.com/e999edf8-f5e6-4af7-975c-1d8f0a5e8d3e.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/63d03351-06be-478e-a0db-f7a653b6b19b
Publication Reference: van Zyl et al. (2022) Proc. Natl. Acad. Sci. U.S.A.; Publication: https://doi.org/10.1073/pnas.2200914119 Dataset Version: https://datasets.cellxgene.cziscience.com/f5f99f11-5a99-4a72-bd0d-0a87c5b6b406.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/63d03351-06be-478e-a0db-f7a653b6b19b
Publication Reference: van der Wijst et al. (2021) Sci. Transl. Med.; Publication: https://doi.org/10.1126/scitranslmed.abh2624 Dataset Version: https://datasets.cellxgene.cziscience.com/02a1eee1-e290-47d1-8d9d-bc7f51c13670.h5ad curated and distributed by CZ CELLxGENE Discover in Collection: https://cellxgene.cziscience.com/collections/7d7cabfd-1d1f-40af-96b7-26a0825a306d

NVIDIA BioNeMo Framework

CELLxGENE

Contents