CELLxGENE

描述

CELLxGENE 是 CZI 收集的公开可用的单细胞数据集的聚合。

版本 2023-12-15 的数据集属性

数据是使用 CELLxGENE Discover Census 版本 2023-12-15 下载的。我们首先使用 cellxgene_census python API 下载了 cellxgene census 版本 2023-12-15。我们将细胞数据限制为 organism=”Homo sapiens”，具有非“na” suspension_type、is_primary_data=True 和 disease=”normal”，以限制为非疾病组织，这些组织也是每个细胞的主要数据来源，以确保细胞仅在下载中包含一次。我们跟踪了元数据，包括“assay”、“sex”、“development_stage”、“tissue_general”、“dataset_id”和“self_reported_ethnicity”。元数据“assay”、“tissue_general”和“dataset_id”用于构建数据集拆分为训练集、验证集和测试集。训练集代表了 99% 的下载细胞。我们按 dataset_id 将数据划分为训练集 (99%) 和保留集 (1%)，以确保保留数据集是独立收集的单细胞实验，这有助于评估对新的未来数据集的泛化能力。在这个训练拆分中，我们确保所有“assay”和“tissue_general”标签都存在于训练集中，以便我们的模型可以最大限度地了解不同的组织和测定偏差。最后，1% 的保留集进一步拆分为验证集和测试集。最终的拆分主要是通过细胞随机完成的，但是我们将一个完整的数据集放在测试拆分中，以便我们可以在训练后评估性能，包括在训练期间监控验证损失时。

这些参数产生了来自各种公共数据集的 2387 万个单细胞，所有数据都由 CZI cell x gene census 托管。在拆分程序之后，我们有

训练拆分中 2364 万个细胞
验证拆分中 13 万个细胞
测试拆分中 11 万个细胞

捐赠者协变量的分布

此数据集中存在各种偏差。

组织分布

在高层次上，组织严重偏向神经系统，神经系统占数据的近 40%。

Percentage of cells by tissue

测定分布

测定在此数据集中也不平衡。由于 10x 机器是相当高通量的并且目前很受欢迎，因此存在的大多数细胞来自该仪器是有道理的。各种版本的 10x 仪器占 2400 万个细胞中的 1800 万个，而第二大类别是 sci-RNA-seq。按测定类型划分的细胞数量

性别分布

此数据集中存在性别偏差。大多数捐赠者的细胞来自男性，占 52%，而女性捐赠者的细胞贡献占 42%，剩余的 6% 未注释。按捐赠者性别划分的细胞百分比。

报告的种族分布

该数据集对来自欧洲血统捐赠者的细胞有严重的偏见，占 40%，而第二大类别亚洲血统占 8%。当考虑到近 50% 是未知时，我们可能会预期，该数据集的 75% 是由从自我报告为欧洲血统的捐赠者身上提取的细胞组成的。按自我报告的种族划分的细胞百分比

年龄分布

此数据集在很大程度上偏向于年轻捐赠者。许多细胞来自不到一岁的捐赠者（超过 25%）。在那之后，剩余 75% 的细胞大致呈正态分布，模式为 51-60 岁，除了 21-30 岁范围内的另一个峰值。61 岁以上的捐赠者约占数据的 15%。

Percentage of cells by age

测定大小分布

不同的测定具有不同的报告基因测量范围。在低端，BD Rapsody Targetted mRNA 仅报告了少数基因，而 10x 仪器倾向于报告 30,000 个基因。

Different assays measure different numbers of genes

数据集分布

数据集（例如，产生数据并上传到 cellxgene 的出版物）会导致由于不同的处理程序、收集程序等而产生的已知批次效应。因此，我们按此协变量对训练与保留拆分进行分层。探索数据集的细分，我们看到前 10 个数据集约占完整 cellxgene 数据集的 1000 万个细胞。最大的数据集单独拥有 400 万个细胞。

$Top datasets make up a large fraction of cells$

查看这些顶级数据集的构成，我们看到大多数数据集主要代表单一组织类别。其中大多数倾向于是神经系统数据集，只有一个数据集在多种细胞类型之间是平衡的。前 9 个数据集在很大程度上偏向于单一细胞类型

参考文献

CZ CELLxGENE Discover：用于可扩展探索、分析和聚合数据建模的单细胞数据平台 CZI Single-Cell Biology 等人。 bioRxiv 2023.10.30；doi：https://doi.org/10.1101/2023.10.30.563174

数据许可证

CELLxGENE 中的数据由研究作者和 Chan Zuckerberg Initiative 根据知识共享 CC BY 4.0 许可提供。研究作者在提交前同意他们的数据是无法识别的，元数据中缺少任何直接的个人标识符。更多信息可以在 CELLxGENE 数据提交政策中找到。我们的训练、验证和测试数据，包括为测试和演示目的提供的子集，是通过以下一个或多个来源贡献给 CELLxGENE 的

出版物参考文献：；数据集版本：https://datasets.cellxgene.cziscience.com/01fee550-877c-4a13-97b2-96bb43e5a2a5.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/6b701826-37bb-4356-9792-ff41fc4c3161
出版物参考文献：；数据集版本：https://datasets.cellxgene.cziscience.com/9959402b-2e69-4aeb-ba39-efdfa5e0de1a.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/10bf5c50-8d85-4c5f-94b4-22c1363d9f31
出版物参考文献：；数据集版本：https://datasets.cellxgene.cziscience.com/bc484ee8-b3cc-47a3-8f4f-f95aa1fec803.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/a98b828a-622a-483a-80e0-15703678befd
出版物参考文献：Ahern 等人。(2022) Cell；出版物：https://doi.org/10.1016/j.cell.2022.01.012 数据集版本：https://datasets.cellxgene.cziscience.com/e72d0170-3399-4aa0-8c56-da7b4f0ced6b.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/8f126edf-5405-4731-8374-b5ce11f53e82
出版物参考文献：Andrews 等人。(2022) Hepatology Communications；出版物：https://doi.org/10.1002/hep4.1854 数据集版本：https://datasets.cellxgene.cziscience.com/19b364f7-db0c-430b-bc16-9b31cbd45a58.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/44531dd9-1388-4416-a117-af0a99de2294
出版物参考文献：Arutyunyan 等人。(2023) Nature；出版物：https://doi.org/10.1038/s41586-023-05869-0 数据集版本：https://datasets.cellxgene.cziscience.com/5720f13d-fc15-4859-90df-447637fb37c4.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/e2c257e7-6f79-487c-b81c-39451cd4ab3c
出版物参考文献：Bhaduri 等人。(2021) Nature；出版物：https://doi.org/10.1038/s41586-021-03910-8 数据集版本：https://datasets.cellxgene.cziscience.com/677082ca-48d3-44b8-b5c4-84dffafbba23.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/c8565c6a-01a1-435b-a549-f11b452a83a8
出版物参考文献：Bhat-Nakshatri 等人。(2021) Cell Reports Medicine；出版物：https://doi.org/10.1016/j.xcrm.2021.100219 数据集版本：https://datasets.cellxgene.cziscience.com/f72aae6e-c997-484c-bffd-6d09e41ef9a4.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/c9706a92-0e5f-46c1-96d8-20e42467f287
出版物参考文献：Bondoc 等人。(2021) Commun Biol；出版物：https://doi.org/10.1038/s42003-021-02562-8 数据集版本：https://datasets.cellxgene.cziscience.com/20d54624-2098-4ed5-89f8-6da2bb460c3c.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/a261413d-835b-4f1e-ab0c-dada55ea6afd
出版物参考文献：Burclaff 等人。(2022) Cellular and Molecular Gastroenterology and Hepatology；出版物：https://doi.org/10.1016/j.jcmgh.2022.02.007 数据集版本：https://datasets.cellxgene.cziscience.com/e00e3a74-038a-46fd-8931-f6dc8c90fd13.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/64b24fda-6591-4ce1-89e7-33eb6c43ad7b
出版物参考文献：Calandrelli 等人。(2020) Nat Commun；出版物：https://doi.org/10.1038/s41467-020-18957-w 数据集版本：https://datasets.cellxgene.cziscience.com/c3189372-fceb-493d-98be-23abe1947253.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/db468083-041c-41ca-8f6f-bf991a070adf
出版物参考文献：Cao 等人。(2020) Science；出版物：https://doi.org/10.1126/science.aba7721 数据集版本：https://datasets.cellxgene.cziscience.com/8f6296d0-5b29-4dca-8061-b97147df5fcc.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/c114c20f-1ef4-49a5-9c2e-d965787fb90c
出版物参考文献：Chan Zuckerberg Initiative Single-Cell COVID-19 Consortia 等人。(2020) medRxiv；出版物：https://doi.org/10.1101/2020.11.20.20227355 数据集版本：https://datasets.cellxgene.cziscience.com/6c779b98-f437-4cbf-9b81-a3e6be637419.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/0434a9d4-85fd-4554-b8e3-cf6c582bb2fa
出版物参考文献：Chan 等人。(2021) Cancer Cell；出版物：https://doi.org/10.1016/j.ccell.2021.09.008 数据集版本：https://datasets.cellxgene.cziscience.com/1ba7d495-c1a8-4809-b56d-548fbea77c8a.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/62e8f058-9c37-48bc-9200-e767f318a8ec
出版物参考文献：Chan 等人。(2021) Cancer Cell；出版物：https://doi.org/10.1016/j.ccell.2021.09.008 数据集版本：https://datasets.cellxgene.cziscience.com/c40911a4-47de-460e-be86-52e39800654c.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/62e8f058-9c37-48bc-9200-e767f318a8ec
出版物参考文献：Cheng 等人。(2018) Cell Reports；出版物：https://doi.org/10.1016/j.celrep.2018.09.006 数据集版本：https://datasets.cellxgene.cziscience.com/912d943b-9060-4fd3-a12c-ad641a89f0e4.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/43d4bb39-21af-4d05-b973-4c1fed7b916c
出版物参考文献：Cowan 等人。(2020) Cell；出版物：https://doi.org/10.1016/j.cell.2020.08.013 数据集版本：https://datasets.cellxgene.cziscience.com/b1989183-5808-46ab-87f5-978febb2d26e.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/2f4c738f-e2f3-4553-9db2-0582a38ea4dc
出版物参考文献：Cowan 等人。(2020) Cell；出版物：https://doi.org/10.1016/j.cell.2020.08.013 数据集版本：https://datasets.cellxgene.cziscience.com/c0d3867e-1a7b-4e57-af62-c563f1934226.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/2f4c738f-e2f3-4553-9db2-0582a38ea4dc
出版物参考文献：Dom\u00ednguez Conde 等人。(2022) Science；出版物：https://doi.org/10.1126/science.abl5197 数据集版本：https://datasets.cellxgene.cziscience.com/08f58b32-a01b-4300-8ebc-2b93c18f26f7.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/62ef75e4-cbea-454e-a0ce-998ec40223d3
出版物参考文献：Easter 等人。(2024) Nat Commun；出版物：https://doi.org/10.1038/s41467-024-49037-y 数据集版本：https://datasets.cellxgene.cziscience.com/221dff56-a47d-4563-90ed-51b60e2f16d5.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/71f4bccf-53d4-4c12-9e80-e73bfb89e398
出版物参考文献：Egozi 等人。(2021) Nat Med；出版物：https://doi.org/10.1038/s41591-021-01586-1 数据集版本：https://datasets.cellxgene.cziscience.com/e3a84fef-b6df-49b2-b0ca-ecaf444773ec.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/7651ac1a-f947-463a-9223-a9e408a41989
出版物参考文献：Elmentaite 等人。(2020) Developmental Cell；出版物：https://doi.org/10.1016/j.devcel.2020.11.010 数据集版本：https://datasets.cellxgene.cziscience.com/3aedefc0-401a-4ee8-a1b5-a0ffc20e1ff2.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/17481d16-ee44-49e5-bcf0-28c0780d8c4a
出版物参考文献：Elmentaite 等人。(2020) Developmental Cell；出版物：https://doi.org/10.1016/j.devcel.2020.11.010 数据集版本：https://datasets.cellxgene.cziscience.com/5d27ffd6-1769-4564-961f-9bb32d9ca3a4.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/17481d16-ee44-49e5-bcf0-28c0780d8c4a
出版物参考文献：Elmentaite 等人。(2021) Nature；出版物：https://doi.org/10.1038/s41586-021-03852-1 数据集版本：https://datasets.cellxgene.cziscience.com/c463b937-dbdc-48ff-8037-dd191ea4e41e.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/e33ffcd3-7cbf-4b8c-b0f4-85587ad5019a
出版物参考文献：Eraslan 等人。(2022) Science；出版物：https://doi.org/10.1126/science.abl4290 数据集版本：https://datasets.cellxgene.cziscience.com/355ed159-f7d7-45e9-bc55-95639f0ab8b0.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/a3ffde6c-7ad2-498a-903c-d58e732f7470
出版物参考文献：Fan 等人。(2019) Nat Commun；出版物：https://doi.org/10.1038/s41467-019-11036-9 数据集版本：https://datasets.cellxgene.cziscience.com/9b2536db-4576-4906-ae9b-a01a623462f9.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/2902f08c-f83c-470e-a541-e463e25e5058
出版物参考文献：Fasolino 等人。(2022) Nat Metab；出版物：https://doi.org/10.1038/s42255-022-00531-x 数据集版本：https://datasets.cellxgene.cziscience.com/d39144df-fa59-4b63-b07b-9b34613b5c84.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/51544e44-293b-4c2b-8c26-560678423380
出版物参考文献：Fawkner-Corbett 等人。(2021) Cell；出版物：https://doi.org/10.1016/j.cell.2020.12.016 数据集版本：https://datasets.cellxgene.cziscience.com/e8473c46-eada-43b7-bd1c-e0fed1c4c913.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/60358420-6055-411d-ba4f-e8ac80682a2e
出版物参考文献：Gabitto 等人。(2023) bioRxiv；出版物：https://doi.org/10.1101/2023.05.08.539485 数据集版本：https://datasets.cellxgene.cziscience.com/291ce735-8d18-4a2f-a6bc-98f75f8d6bc0.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/1ca90a2d-2943-483d-b678-b809bf464c30
出版物参考文献：Gabitto 等人。(2023) bioRxiv；出版物：https://doi.org/10.1101/2023.05.08.539485 数据集版本：https://datasets.cellxgene.cziscience.com/e9bffe1d-9f07-4467-9230-c080b362e737.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/1ca90a2d-2943-483d-b678-b809bf464c30
出版物参考文献：Garcia-Alonso 等人。(2021) Nat Genet；出版物：https://doi.org/10.1038/s41588-021-00972-2 数据集版本：https://datasets.cellxgene.cziscience.com/15f77a91-aadc-4e63-81c7-a8614e9ad33d.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/32f2fd23-ec74-486f-9544-e5b2f41725f5
出版物参考文献：Garcia-Alonso 等人。(2022) Nature；出版物：https://doi.org/10.1038/s41586-022-04918-4 数据集版本：https://datasets.cellxgene.cziscience.com/366847dc-8fc4-42c3-9c27-9704929c6792.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/661a402a-2a5a-4c71-9b05-b346c57bc451
出版物参考文献：Garcia-Alonso 等人。(2022) Nature；出版物：https://doi.org/10.1038/s41586-022-04918-4 数据集版本：https://datasets.cellxgene.cziscience.com/4b894b0d-6b27-4ab4-a48a-0205e4aaf348.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/661a402a-2a5a-4c71-9b05-b346c57bc451
出版物参考文献：Garcia-Alonso 等人。(2022) Nature；出版物：https://doi.org/10.1038/s41586-022-04918-4 数据集版本：https://datasets.cellxgene.cziscience.com/c74c3be0-1a80-4af9-8241-d560afc67886.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/661a402a-2a5a-4c71-9b05-b346c57bc451
出版物参考文献：Gray 等人。(2022) Developmental Cell；出版物：https://doi.org/10.1016/j.devcel.2022.05.003 数据集版本：https://datasets.cellxgene.cziscience.com/9fecd056-d8c8-4ec6-8522-8d40f19c90a8.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/99f1515b-46a2-4bc4-94c3-f62659dc1eb4
出版物参考文献：Guilliams 等人。(2022) Cell；出版物：https://doi.org/10.1016/j.cell.2021.12.018 数据集版本：https://datasets.cellxgene.cziscience.com/5f2d618d-2a5f-4c31-8750-982342d7dd04.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/74e10dc4-cbb2-4605-a189-8a1cd8e44d8c
出版物参考文献：Han 等人。(2020) Nature；出版物：https://doi.org/10.1038/s41586-020-2157-4 数据集版本：https://datasets.cellxgene.cziscience.com/7a455e3b-dd79-499b-95c9-8b1b2dde5339.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/38833785-fac5-48fd-944a-0f62a4c23ed1
出版物参考文献：Han 等人。(2022) Blood Cancer Discovery；出版物：https://doi.org/10.1158/2643-3230.BCD-21-0075 数据集版本：https://datasets.cellxgene.cziscience.com/f905e484-1162-467e-b8c5-835dcfe9bd5c.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/968834a0-1895-40df-8720-666029b3bbac
出版物参考文献：Hao 等人。(2021) Cell；出版物：https://doi.org/10.1016/j.cell.2021.04.048 数据集版本：https://datasets.cellxgene.cziscience.com/55c120dc-6a20-4caf-9513-f5970b24b1be.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/b0cf0afa-ec40-4d65-b570-ed4ceacc6813
出版物参考文献：He 等人。(2022) Cell；出版物：https://doi.org/10.1016/j.cell.2022.11.005 数据集版本：https://datasets.cellxgene.cziscience.com/256d6049-b499-47a9-9c9a-20b92f9c6ba6.h5ad 由 CZ CELLxGENE Discover 在集合中策划和分发：https://cellxgene.cziscience.com/collections/2d2e2acd-dade-489f-a2da-6c11aa654028
文献参考: He et al. (2022) Cell; 出版: https://doi.org/10.1016/j.cell.2022.11.005 数据集版本: https://datasets.cellxgene.cziscience.com/25dbd3da-8cb0-4b9d-814c-85ae0a710353.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/2d2e2acd-dade-489f-a2da-6c11aa654028
文献参考: He et al. (2022) Cell; 出版: https://doi.org/10.1016/j.cell.2022.11.005 数据集版本: https://datasets.cellxgene.cziscience.com/2b55f5c0-aa82-41e8-9d84-915b1d5a797b.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/2d2e2acd-dade-489f-a2da-6c11aa654028
文献参考: He et al. (2022) Cell; 出版: https://doi.org/10.1016/j.cell.2022.11.005 数据集版本: https://datasets.cellxgene.cziscience.com/c4122ff1-79d9-405b-92f1-c1c27234a125.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/2d2e2acd-dade-489f-a2da-6c11aa654028
文献参考: James et al. (2020) Nat Immunol; 出版: https://doi.org/10.1038/s41590-020-0602-z 数据集版本: https://datasets.cellxgene.cziscience.com/6e2ab5f9-bb51-459a-9fd7-605d29661823.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/7681c7d7-0168-4892-a547-6f02a6430ace
文献参考: Jardine et al. (2021) Nature; 出版: https://doi.org/10.1038/s41586-021-03929-x 数据集版本: https://datasets.cellxgene.cziscience.com/7c452616-bc00-4499-b511-bfd5de1b7cd6.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/793fdaec-5067-428a-a9db-ecefe135c945
文献参考: Jardine et al. (2021) Nature; 出版: https://doi.org/10.1038/s41586-021-03929-x 数据集版本: https://datasets.cellxgene.cziscience.com/8ef64f32-461d-4d50-81b6-5718b506a7a8.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/793fdaec-5067-428a-a9db-ecefe135c945
文献参考: Jardine et al. (2021) Nature; 出版: https://doi.org/10.1038/s41586-021-03929-x 数据集版本: https://datasets.cellxgene.cziscience.com/f402b857-7871-45f4-9ad1-ff943552285a.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/793fdaec-5067-428a-a9db-ecefe135c945
文献参考: Jin et al. (2021) iScience; 出版: https://doi.org/10.1016/j.isci.2021.103115 数据集版本: https://datasets.cellxgene.cziscience.com/753caa81-61c5-4126-a61c-df2c546b16d1.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/b9fc3d70-5a72-4479-a046-c2cc1ab19efc
文献参考: Jorstad et al. (2023) Science; 出版: https://doi.org/10.1126/science.adf6812 数据集版本: https://datasets.cellxgene.cziscience.com/97a035e0-b9d3-4e7b-adc2-b318316da7f9.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/d17249d2-0e6e-4500-abb8-e6c93fa1ac6f
文献参考: Joseph et al. (2021) J. Pathol.; 出版: https://doi.org/10.1002/path.5751 数据集版本: https://datasets.cellxgene.cziscience.com/fb812806-ae3a-45de-9102-0b2f801424e2.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/4b54248f-2165-477c-a027-dd55082e8818
文献参考: Kamath et al. (2022) Nat Neurosci; 出版: https://doi.org/10.1038/s41593-022-01061-1 数据集版本: https://datasets.cellxgene.cziscience.com/4936be1a-c766-46e2-815f-1c994aed7a4f.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/b0f0b447-ac37-45b0-b1bf-5c0b7d871120
文献参考: Kamath et al. (2022) Nat Neurosci; 出版: https://doi.org/10.1038/s41593-022-01061-1 数据集版本: https://datasets.cellxgene.cziscience.com/dd206caf-13ca-4598-86af-339189adff0d.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/b0f0b447-ac37-45b0-b1bf-5c0b7d871120
文献参考: Kanemaru et al. (2023) Nature; 出版: https://doi.org/10.1038/s41586-023-06311-1 数据集版本: https://datasets.cellxgene.cziscience.com/1a7a9fb0-aee1-437f-8a7c-9d132253a4db.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/3116d060-0a8e-4767-99bb-e866badea1ed
文献参考: King et al. (2021) Sci. Immunol.; 出版: https://doi.org/10.1126/sciimmunol.abe6291 数据集版本: https://datasets.cellxgene.cziscience.com/02675fa7-5f13-4d89-a07d-9d0ff7996f0d.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/3a2af25b-2338-4266-aad3-aa8d07473f50
文献参考: King et al. (2021) Sci. Immunol.; 出版: https://doi.org/10.1126/sciimmunol.abe6291 数据集版本: https://datasets.cellxgene.cziscience.com/6c8a5c10-2617-4cb1-8ed6-20a5e25065ef.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/3a2af25b-2338-4266-aad3-aa8d07473f50
文献参考: Knight-Schrijver et al. (2022) Nat Cardiovasc Res; 出版: https://doi.org/10.1038/s44161-022-00183-w 数据集版本: https://datasets.cellxgene.cziscience.com/c1e3c998-4961-46c9-929d-d011900964e8.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/43b45a20-a969-49ac-a8e8-8c84b211bd01
文献参考: Kock et al. (2024) bioRxiv; 出版: https://doi.org/10.1101/2024.06.30.601119 数据集版本: https://datasets.cellxgene.cziscience.com/a3850101-1e15-4ae2-82f7-bb9289e911d4.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/ced320a1-29f3-47c1-a735-513c7084d508
文献参考: Kong et al. (2023) Immunity; 出版: https://doi.org/10.1016/j.immuni.2023.01.002 数据集版本: https://datasets.cellxgene.cziscience.com/30d6b4f5-1475-4b86-a47c-48609d6706c2.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/5c868b6f-62c5-4532-9d7f-a346ad4b50a7
文献参考: Kong et al. (2023) Immunity; 出版: https://doi.org/10.1016/j.immuni.2023.01.002 数据集版本: https://datasets.cellxgene.cziscience.com/41bdc5da-b436-485a-a753-9ae297057ee6.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/5c868b6f-62c5-4532-9d7f-a346ad4b50a7
文献参考: Kong et al. (2023) Immunity; 出版: https://doi.org/10.1016/j.immuni.2023.01.002 数据集版本: https://datasets.cellxgene.cziscience.com/485d1aee-db62-4373-854c-12a34237e97b.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/5c868b6f-62c5-4532-9d7f-a346ad4b50a7
文献参考: Kong et al. (2023) Immunity; 出版: https://doi.org/10.1016/j.immuni.2023.01.002 数据集版本: https://datasets.cellxgene.cziscience.com/8db9570a-3f80-41c9-b927-ae3eb115ba1d.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/5c868b6f-62c5-4532-9d7f-a346ad4b50a7
文献参考: Kong et al. (2023) Immunity; 出版: https://doi.org/10.1016/j.immuni.2023.01.002 数据集版本: https://datasets.cellxgene.cziscience.com/dedfeef9-bfb8-4c2f-a196-1afea9a846d8.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/5c868b6f-62c5-4532-9d7f-a346ad4b50a7
文献参考: Kong et al. (2023) Immunity; 出版: https://doi.org/10.1016/j.immuni.2023.01.002 数据集版本: https://datasets.cellxgene.cziscience.com/ef7d48a5-c56b-4f13-9903-fb3327924445.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/5c868b6f-62c5-4532-9d7f-a346ad4b50a7
文献参考: Kumar et al. (2023) Nature; 出版: https://doi.org/10.1038/s41586-023-06252-9 数据集版本: https://datasets.cellxgene.cziscience.com/24ee53d1-e5ed-47ae-8b8e-7a0d62d91513.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/4195ab4c-20bd-4cd3-8b3d-65601277e731
文献参考: Kumar et al. (2023) Nature; 出版: https://doi.org/10.1038/s41586-023-06252-9 数据集版本: https://datasets.cellxgene.cziscience.com/b8b5be07-061b-4390-af0a-f9ced877a068.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/4195ab4c-20bd-4cd3-8b3d-65601277e731
文献参考: Kuppe et al. (2022) Nature; 出版: https://doi.org/10.1038/s41586-022-05060-x 数据集版本: https://datasets.cellxgene.cziscience.com/c1f6034b-7973-45e1-85e7-16933d0550bc.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/8191c283-0816-424b-9b61-c3e1d6258a77
文献参考: Lake et al. (2023) Nature; 出版: https://doi.org/10.1038/s41586-023-05769-3 数据集版本: https://datasets.cellxgene.cziscience.com/1cbe52c1-0567-4188-9c18-9d7271c56055.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/bcb61471-2a44-4d00-a0af-ff085512674c
文献参考: Lake et al. (2023) Nature; 出版: https://doi.org/10.1038/s41586-023-05769-3 数据集版本: https://datasets.cellxgene.cziscience.com/d0ddf40e-dc4b-4134-8439-bfb8bf7a81f4.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/bcb61471-2a44-4d00-a0af-ff085512674c
文献参考: Lavaert et al. (2020) Immunity; 出版: https://doi.org/10.1016/j.immuni.2020.03.019 数据集版本: https://datasets.cellxgene.cziscience.com/22e3ee6e-e47b-4502-9b2c-21b4c30a455f.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/83ed3be8-4cb9-43e6-9aaa-3fbbf5d1bd3a
文献参考: Ledergor et al. (2018) Nat Med; 出版: https://doi.org/10.1038/s41591-018-0269-2 数据集版本: https://datasets.cellxgene.cziscience.com/680c8801-ccdd-4018-a14a-cefda2da3848.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/2a0b02c0-fea6-47bd-92b9-9b03f5d2580c
文献参考: Lee et al. (2020) Sci. Immunol.; 出版: https://doi.org/10.1126/sciimmunol.abd1554 数据集版本: https://datasets.cellxgene.cziscience.com/b0a99b60-7480-4b5c-93c5-11020c36adb2.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/4f889ffc-d4bc-4748-905b-8eb9db47a2ed
文献参考: Lengyel et al. (2022) Cell Reports; 出版: https://doi.org/10.1016/j.celrep.2022.111838 数据集版本: https://datasets.cellxgene.cziscience.com/da638059-73e0-4a3b-a6fc-5fb8e47d4bff.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/d36ca85c-3e8b-444c-ba3e-a645040c6185
文献参考: Lengyel et al. (2022) Cell Reports; 出版: https://doi.org/10.1016/j.celrep.2022.111838 数据集版本: https://datasets.cellxgene.cziscience.com/de2a800c-249f-4072-8454-cde3d6bfb5b4.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/d36ca85c-3e8b-444c-ba3e-a645040c6185
文献参考: Li et al. (2022) Cancer Cell; 出版: https://doi.org/10.1016/j.ccell.2022.11.001 数据集版本: https://datasets.cellxgene.cziscience.com/39196e03-e248-4724-a618-b3bef017d6b2.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/f7cecffa-00b4-4560-a29a-8ad626b8ee08
文献参考: Liang et al. (2023) Cell Genomics; 出版: https://doi.org/10.1016/j.xgen.2023.100298 数据集版本: https://datasets.cellxgene.cziscience.com/0da7c2ec-246f-4ffb-9c25-1aa059870a0a.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/af893e86-8e9f-41f1-a474-ef05359b1fb7
文献参考: Liang et al. (2023) Cell Genomics; 出版: https://doi.org/10.1016/j.xgen.2023.100298 数据集版本: https://datasets.cellxgene.cziscience.com/9a199269-5a65-4ade-aa85-07ab4cfb4c26.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/af893e86-8e9f-41f1-a474-ef05359b1fb7
文献参考: Litvi\u0148ukov\u00e1 et al. (2020) Nature; 出版: https://doi.org/10.1038/s41586-020-2797-4 数据集版本: https://datasets.cellxgene.cziscience.com/a5618935-5bbd-494d-b300-9ecc2402d5b0.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/b52eb423-5d0d-4645-b217-e1c6d38b2e72
文献参考: Liu et al. (2021) Cell; 出版: https://doi.org/10.1016/j.cell.2021.02.018 数据集版本: https://datasets.cellxgene.cziscience.com/504b4b53-f0fb-43a6-8b8d-6254e8d81e85.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/ed9185e3-5b82-40c7-9824-b2141590c7f0
文献参考: Liu et al. (2021) Cell; 出版: https://doi.org/10.1016/j.cell.2021.02.018 数据集版本: https://datasets.cellxgene.cziscience.com/6d14e6f5-9b9f-4e8e-8b31-cee9020e18a5.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/ed9185e3-5b82-40c7-9824-b2141590c7f0
文献参考: Lukassen et al. (2020) EMBO J; 出版: https://doi.org/10.15252/embj.20105114 数据集版本: https://datasets.cellxgene.cziscience.com/a6c47325-eae6-4111-9e47-89a550ef99af.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/6ff3401b-d72c-4940-a00c-3f0792397082
文献参考: Lukassen et al. (2020) EMBO J; 出版: https://doi.org/10.15252/embj.20105114 数据集版本: https://datasets.cellxgene.cziscience.com/b0c0edd1-a8ba-436c-bef4-667bdf3fc8f1.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/6ff3401b-d72c-4940-a00c-3f0792397082
文献参考: Lukowski et al. (2019) EMBO J; 出版: https://doi.org/10.15252/embj.2018100811 数据集版本: https://datasets.cellxgene.cziscience.com/9b910901-bcf8-4d51-a85b-268ccbd54544.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/3472f32d-4a33-48e2-aad5-666d4631bf4c
文献参考: MacParland et al. (2018) Nat Commun; 出版: https://doi.org/10.1038/s41467-018-06318-7 数据集版本: https://datasets.cellxgene.cziscience.com/f07d2b1d-2e04-4f30-92d2-7d55e22da909.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/bd5230f4-cd76-4d35-9ee5-89b3e7475659
文献参考: Madissoon et al. (2020) Genome Biol; 出版: https://doi.org/10.1186/s13059-019-1906-x 数据集版本: https://datasets.cellxgene.cziscience.com/2c6ab5e2-09c9-410b-a472-7559e45e553a.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/4d74781b-8186-4c9a-b659-ff4dc4601d91
文献参考: Madissoon et al. (2020) Genome Biol; 出版: https://doi.org/10.1186/s13059-019-1906-x 数据集版本: https://datasets.cellxgene.cziscience.com/55abbbab-bb53-4f92-92cd-483d8f74a881.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/4d74781b-8186-4c9a-b659-ff4dc4601d91
文献参考: Madissoon et al. (2020) Genome Biol; 出版: https://doi.org/10.1186/s13059-019-1906-x 数据集版本: https://datasets.cellxgene.cziscience.com/ee76e44a-8b7a-4ddc-8e29-c8a355254033.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/4d74781b-8186-4c9a-b659-ff4dc4601d91
文献参考: Melms et al. (2021) Nature; 出版: https://doi.org/10.1038/s41586-021-03569-1 数据集版本: https://datasets.cellxgene.cziscience.com/739bae5d-2d6f-4664-a79f-d065610da5ae.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/e4c9ed14-e560-4900-a3bf-b0f8d2ce6a10
文献参考: Menon et al. (2019) Nat Commun; 出版: https://doi.org/10.1038/s41467-019-12780-8 数据集版本: https://datasets.cellxgene.cziscience.com/f34734b0-5de7-4b48-a3ba-bd9bb8c48e73.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/1a486c4c-c115-4721-8c9f-f9f096e10857
文献参考: Muto et al. (2021) Nat Commun; 出版: https://doi.org/10.1038/s41467-021-22368-w 数据集版本: https://datasets.cellxgene.cziscience.com/3b84b0b5-3d0a-41a1-860a-bbadad3717bb.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/9b02383a-9358-4f0f-9795-a891ec523bcc
文献参考: Nowicki-Osuch et al. (2023) Cancer Discovery; 出版: https://doi.org/10.1158/2159-8290.cd-22-0824 数据集版本: https://datasets.cellxgene.cziscience.com/074caa96-9205-4bc6-b5ba-eef787f131dc.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/a18474f4-ff1e-4864-af69-270b956cee5b
文献参考: Orozco et al. (2020) Cell Reports; 出版: https://doi.org/10.1016/j.celrep.2019.12.082 数据集版本: https://datasets.cellxgene.cziscience.com/56334044-9f3a-4541-be24-28bed94c2d4a.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/939769a8-d8d2-4d01-abfc-55699893fd49
文献参考: Otero-Garcia et al. (2022) Neuron; 出版: https://doi.org/10.1016/j.neuron.2022.06.021 数据集版本: https://datasets.cellxgene.cziscience.com/70170717-45c4-4891-9b14-fb795ecc3d94.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/b953c942-f5d8-434f-9da7-e726ba7c1481
文献参考: Otero-Garcia et al. (2022) Neuron; 出版: https://doi.org/10.1016/j.neuron.2022.06.021 数据集版本: https://datasets.cellxgene.cziscience.com/b6ddb1cd-f058-450e-8e66-e81f6e8a3c4a.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/b953c942-f5d8-434f-9da7-e726ba7c1481
文献参考: Park et al. (2020) Science; 出版: https://doi.org/10.1126/science.aay3224 数据集版本: https://datasets.cellxgene.cziscience.com/59d5b3c5-9a55-44ae-a7fa-c14567e02755.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/de13e3e2-23b6-40ed-a413-e9e12d7d3910
文献参考: Park et al. (2020) Science; 出版: https://doi.org/10.1126/science.aay3224 数据集版本: https://datasets.cellxgene.cziscience.com/c6e08ab6-ab3b-41dc-8058-8e6442e081ec.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/de13e3e2-23b6-40ed-a413-e9e12d7d3910
文献参考: Perez et al. (2022) Science; 出版: https://doi.org/10.1126/science.abf1970 数据集版本: https://datasets.cellxgene.cziscience.com/8f2e4a29-e397-4f33-bc9a-3181e06b64b0.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/436154da-bcf1-4130-9c8b-120ff9a888f2
文献参考: Reed et al. (2024) Nat Genet; 出版: https://doi.org/10.1038/s41588-024-01688-9 数据集版本: https://datasets.cellxgene.cziscience.com/5a611776-aae0-41b9-9f2b-aaf5f83771a3.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/48259aa8-f168-4bf5-b797-af8e88da6637
文献参考: Reichart et al. (2022) Science; 出版: https://doi.org/10.1126/science.abo1984 数据集版本: https://datasets.cellxgene.cziscience.com/e0251a80-0058-4686-9ab8-b2e751313e18.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/e75342a8-0f3b-4ec5-8ee1-245a23e0f7cb
文献参考: Ren et al. (2021) Cell; 出版: https://doi.org/10.1016/j.cell.2021.01.053 数据集版本: https://datasets.cellxgene.cziscience.com/ae18e694-6f45-4635-affa-63ac0e29323d.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/0a839c4b-10d0-4d64-9272-684c49a2c8ba
文献参考: Rodr\u00edguez-Ubreva et al. (2022) Nat Commun; 出版: https://doi.org/10.1038/s41467-022-29450-x 数据集版本: https://datasets.cellxgene.cziscience.com/0ac22902-dfaa-4ceb-9cad-03afbd96f6d4.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/bf325905-5e8e-42e3-933d-9a9053e9af80
文献参考: Rodr\u00edguez-Ubreva et al. (2022) Nat Commun; 出版: https://doi.org/10.1038/s41467-022-29450-x 数据集版本: https://datasets.cellxgene.cziscience.com/5b4b134c-42f6-415b-a4fd-7f2a60128ff1.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/bf325905-5e8e-42e3-933d-9a9053e9af80
文献参考: Rodr\u00edguez-Ubreva et al. (2022) Nat Commun; 出版: https://doi.org/10.1038/s41467-022-29450-x 数据集版本: https://datasets.cellxgene.cziscience.com/d6e742c5-f6e5-42f4-8064-622783542f6b.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/bf325905-5e8e-42e3-933d-9a9053e9af80
文献参考: Salcher et al. (2022) Cancer Cell; 出版: https://doi.org/10.1016/j.ccell.2022.10.008 数据集版本: https://datasets.cellxgene.cziscience.com/99040b08-7e1a-4d81-911c-4d2fd2335757.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/edb893ee-4066-4128-9aec-5eb2b03f8287
文献参考: Seeker et al. (2023) acta neuropathol commun; 出版: https://doi.org/10.1186/s40478-023-01568-z 数据集版本: https://datasets.cellxgene.cziscience.com/32c319ef-10e2-4948-8b40-093d2f9d7cb5.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/9d63fcf1-5ca0-4006-8d8f-872f3327dbe9
文献参考: Sikkema et al. (2023) Nat Med; 出版: https://doi.org/10.1038/s41591-023-02327-2 数据集版本: https://datasets.cellxgene.cziscience.com/8d84ba15-d367-4dce-979c-85da70b868a2.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/6f6d381a-7701-4781-935c-db10d30de293
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/005aba12-a5af-4fcd-9b80-e28d845885c8.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/05c60502-d980-4b5f-b093-d27cdf1360cd.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/09df20c1-3c87-465d-b67c-73dc5f3d1bc8.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/0eb52059-c5a4-4b6a-aa95-e9bec179e13c.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/0f509022-ab14-4151-a435-37bcf582e20d.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/137f5623-e19a-4cb4-9466-05ba393c3552.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/1a5d4cf1-e1a7-4081-918a-8d9cb441cd54.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/1eef8184-4629-406d-b04e-13f1c34b1071.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/1faafbca-0062-4fc0-8b50-a3d32a111d39.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/214485af-4c67-4fda-b430-995162804fbf.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/21fd9d75-dfec-443c-b634-9803792a081c.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/229ddec2-a177-4325-bb2c-0ec11092982a.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/25a92b24-76c5-4bdb-a431-3478a8b38a69.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/25cc85a9-8645-43cf-a552-d7487c04159e.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/2a8c8c02-e64b-4b39-9b1a-e46247031c1a.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/2baa0697-1757-4675-b1ae-51672b2d9bce.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/34c82f0d-04a7-4b13-8d4f-ae06065a2b1c.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/364a5dc5-2d78-4931-9eeb-477c56ba63e7.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/366254d0-6aef-4c49-a814-bc195a5bb6c6.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/3a64f908-b132-4d0c-aac6-28012cb6fd11.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/3f0713f8-2fd6-4b77-8ea2-010a0d9b51ae.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/3f1a2741-7b58-4eef-91ad-becc1646b1a4.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/3ff56875-32be-4008-be41-c9c6526fc730.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/443f8b59-a15d-4d22-9b18-9ec721560c19.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/45d8a451-d313-465d-b66d-bdea50800ce8.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/47a0e562-2745-4619-9623-d6fa431b4026.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/4a65c6dd-cb77-4cc3-8d95-06957a668c1f.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/4df9fbc5-871b-43be-b796-92cd3f592e32.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/54095aef-f5c6-4dfa-b2e3-00fa8bb8d86a.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/544c6998-8d55-4c59-bd18-18c81a3a8b37.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/560a125a-9dd4-4fae-b58a-f24c932c5dd9.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/587acfff-2fb3-46eb-8511-8a1cd2e65ad4.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/58f6d3e6-aedd-479f-b2f5-9026fac2011c.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/595f2363-dd4a-4184-a75a-c8b0fb62e3d1.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/5ae914f7-a02e-4f08-8bf5-45023b1a23d9.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/5dac55f7-6650-4d24-b8c0-bbb9672ac819.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/5e07340f-a505-4272-a688-de9e104de2d6.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/60034ae4-27a7-46f3-a5aa-668eba808b6f.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/609942ad-2a18-4567-a9b7-8bf126cd1732.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/61ee7a9e-216b-4119-93fa-740fe41a8a0a.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/63319798-c980-4fd6-866c-46d9fc1f6d28.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/64f05ce7-291c-487e-9b00-498a2279291d.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/6918480f-892a-42bf-a5cd-5e988f6e46b9.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/6a65d707-2c28-4d47-8b77-12f8dd3d66e2.h5ad 由 CZ CELLxGENE Discover 整理和分发，在合集： https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/6be7d5fc-9024-46a9-84aa-26a230ac6733.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/6cc6a9b9-d53a-4b25-9b3f-d1f00e092d85.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/702d58ff-08f2-48ef-85b7-6132e77efdc4.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/705b76b8-68a5-44fb-89ef-fb5273d2ec88.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/717b249c-46e3-43b5-9b3e-93bbdf879874.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/73ec94b8-e1c8-4de8-966a-8dea2842b068.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/744be8ae-ddd2-4822-9537-50030b340bef.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/74903ae9-7470-4795-9508-057a058b9447.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/777952cd-2f82-408b-8890-f084f5825d90.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/7d5e92ed-87fa-4e85-831c-0b98479f3ec6.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/80869ae5-15a7-4ddc-9c2e-4f40dffb2aeb.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/81d55237-e3df-4212-84f8-5ed7a1b5b62e.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/81eb9dd8-2b33-4ff5-aa3f-a8842b68ddca.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/821fa877-c2b1-488f-bc12-606e804f6f4b.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/8268fa76-4996-4a21-b687-ad67c5dc383d.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/82a043bf-b6c0-4746-9d69-39437796282e.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/82faf671-658a-4c88-8a7d-618fc7f68fad.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/83b8522d-f362-4aca-8c64-2dfb125b87e1.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/88bacb21-c9d7-4d59-a1d9-ac71d75628b3.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/8faf8f5a-284a-4b2f-b8fe-4a71cb38a79a.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/9993afca-cfb9-4ae9-851b-07528edd8b20.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/9b42ebb8-5ebe-4707-bb75-7d64a5fdcafb.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/9f0e0ca6-43ed-4e52-9d85-93cbe24346a5.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/9f90a216-3fac-44ff-b0ca-7b77cf53ef07.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/a1446790-c439-4a23-904d-488028e4d34c.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/a4581a49-fe69-4039-97dd-a2c54e676159.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/a497b47b-c4a2-42fe-a7a4-8abc8aed4ec5.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/a561b8a5-9c26-4b52-bb0b-dca989c432cd.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/a737721b-e311-40da-9835-fc60d991be9a.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/a7f64bb1-6198-406f-ae78-ddb884633937.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/ab10decf-4e42-44ac-bb45-660771526f96.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/ad40f328-75a3-4b5e-8212-308b7d734d45.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/ae98b1bf-fd73-49a0-9732-41f74da1832b.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/aeb99282-b851-469d-bb77-4c550ae71b37.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/b18522ea-2a30-4f9d-b5c1-aa93a9f5677d.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/b38e94df-9801-4cf1-a8e2-8b39f25f56b4.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/b47045e2-d8ad-4c72-9412-aa4824f532d3.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/b893efbd-c660-404d-9055-6717b7eba280.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/b9ecd819-1a5b-4e8e-9f2d-833b1891af37.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/bc0c001e-5c7f-43ef-9003-40f2e3015ff7.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/bfbe13d3-d6b8-4fd9-aeb7-c35e80219e1d.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/c2b0f135-3723-4351-83e5-c4eef19401f4.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/c821776d-a9fd-4a9b-b0ef-65bee87c7dbc.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/cb5f81ff-4676-4ead-be89-e7da582ddd94.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/cc1379b7-5d6e-4944-85ab-6b3ddb602730.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/ccef089c-a215-4607-9617-8e00f40ece67.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/cf701447-cfdd-40fd-b8fe-76d181dad7f9.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/d693ce29-f45e-4871-83e5-c60c001c190d.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/d8b0c448-6d8c-4286-aa8b-55372af3ad1a.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/dcf1e7b7-6e47-4052-a096-2b2ef8deafce.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/ddf86877-360c-44d0-af09-e6645bd0432a.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/de350331-df0e-4b8d-88dc-0bc12c4ca845.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/df9fb19c-3e91-484a-bee6-6db14d649e05.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/e0763860-958c-4f2c-928e-9625f7a37a39.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/e1669dcb-672e-4bca-bf68-6ff242618aa0.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/e683f70e-10b0-4189-ae3f-7007d32ca57a.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/e9f575c0-bf54-4252-9551-1d4c69eda1bf.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/f143d458-e4d0-4b44-9e25-d13e8578c9a6.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/f146e689-f045-4b3a-999d-ab0b287391bb.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/f867c94f-c15b-4e40-9ffe-b0c598b90881.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Siletti et al. (2023) Science; 出版物: https://doi.org/10.1126/science.add7046 数据集版本: https://datasets.cellxgene.cziscience.com/fdda2f51-9ed9-4959-9897-9581595c1bfb.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/283d65eb-dd53-496d-adb7-7570c7caa443
文献参考: Smillie et al. (2019) Cell; 出版物: https://doi.org/10.1016/j.cell.2019.06.029 数据集版本: https://datasets.cellxgene.cziscience.com/6c483976-30de-4835-97f0-2b9bc93614e7.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/33d19f34-87f5-455b-8ca5-9023a2e5453d
文献参考: Smith et al. (2021) Proc. Natl. Acad. Sci. U.S.A.; 出版物: https://doi.org/10.1073/pnas.2023333118 数据集版本: https://datasets.cellxgene.cziscience.com/bf50dbfb-9ca0-4f0d-8deb-a1a810a0e313.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/e02201d7-f49f-401f-baf0-1eb1406546c0
文献参考: Smith et al. (2021) Proc. Natl. Acad. Sci. U.S.A.; 出版物: https://doi.org/10.1073/pnas.2023333118 数据集版本: https://datasets.cellxgene.cziscience.com/ff7778bf-7a65-4d23-a9f4-b26c47926c28.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/e02201d7-f49f-401f-baf0-1eb1406546c0
文献参考: Sol\u00e9-Boldo et al. (2020) Commun Biol; 出版物: https://doi.org/10.1038/s42003-020-0922-4 数据集版本: https://datasets.cellxgene.cziscience.com/bc8d7152-3b69-4153-9314-7342ae58fbde.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/c353707f-09a4-4f12-92a0-cb741e57e5f0
文献参考: Stephenson et al. (2021) Nat Med; 出版物: https://doi.org/10.1038/s41591-021-01329-2 数据集版本: https://datasets.cellxgene.cziscience.com/46586a98-b75d-4557-9cc4-839fc28e67d5.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/ddfad306-714d-4cc0-9985-d9072820c530
文献参考: Stewart et al. (2019) Science; 出版物: https://doi.org/10.1126/science.aat5031 数据集版本: https://datasets.cellxgene.cziscience.com/40ebb8e4-1a25-4a33-b8ff-02d1156e4e9b.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/120e86b4-1195-48c5-845b-b98054105eec
文献参考: Stewart et al. (2019) Science; 出版物: https://doi.org/10.1126/science.aat5031 数据集版本: https://datasets.cellxgene.cziscience.com/fe7e4408-7390-4f93-95aa-ffe472843421.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/120e86b4-1195-48c5-845b-b98054105eec
文献参考: Strati et al. (2023) Cell Reports Medicine; 出版物: https://doi.org/10.1016/j.xcrm.2023.101158 数据集版本: https://datasets.cellxgene.cziscience.com/21d11474-fe9a-420d-9661-5b88ba407bc1.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/26b5b4f6-828c-4791-b4a3-abb19e3b1952
文献参考: Suo et al. (2022) Science; 出版物: https://doi.org/10.1126/science.abo0510 数据集版本: https://datasets.cellxgene.cziscience.com/fe340fe0-f2e8-4e7b-8879-0161248129d3.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/b1a879f6-5638-48d3-8f64-f6592c1b1561
文献参考: Szabo et al. (2019) Nat Commun; 出版物: https://doi.org/10.1038/s41467-019-12464-3 数据集版本: https://datasets.cellxgene.cziscience.com/71c5026d-9567-4d0f-a808-edf29440df43.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/24d42e5e-ce6d-45ff-a66b-a3b3b715deaf
文献参考: The Tabula Sapiens Consortium* et al. (2022) Science; 出版物: https://doi.org/10.1126/science.abl4896 数据集版本: https://datasets.cellxgene.cziscience.com/981bcf57-30cb-4a85-b905-e04373432fef.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/e5f58829-1a66-40b5-a624-9046778e74f5
文献参考: Travaglini et al. (2020) Nature; 出版物: https://doi.org/10.1038/s41586-020-2922-4 数据集版本: https://datasets.cellxgene.cziscience.com/0fd9c007-8ba2-4d87-8568-c938d2631fba.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/5d445965-6f1a-4b68-ba3a-b8f765155d3a
文献参考: Travaglini et al. (2020) Nature; 出版物: https://doi.org/10.1038/s41586-020-2922-4 数据集版本: https://datasets.cellxgene.cziscience.com/6dde7580-6b89-4cf9-83b4-c778f06eda7c.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/5d445965-6f1a-4b68-ba3a-b8f765155d3a
文献参考: Triana et al. (2021) Nat Immunol; 出版物: https://doi.org/10.1038/s41590-021-01059-0 数据集版本: https://datasets.cellxgene.cziscience.com/3967ab0f-a63c-4318-809e-73329341ba5e.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/93eebe82-d8c3-41bc-a906-63b5b5f24a9d
文献参考: Triana et al. (2021) Nat Immunol; 出版物: https://doi.org/10.1038/s41590-021-01059-0 数据集版本: https://datasets.cellxgene.cziscience.com/61f15353-e598-43b5-bb5a-80ac44a0cf0b.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/93eebe82-d8c3-41bc-a906-63b5b5f24a9d
文献参考: Triana et al. (2021) Nat Immunol; 出版物: https://doi.org/10.1038/s41590-021-01059-0 数据集版本: https://datasets.cellxgene.cziscience.com/9397b7fa-a9b5-4b56-8570-c30cb09d9df8.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/93eebe82-d8c3-41bc-a906-63b5b5f24a9d
文献参考: Tritschler et al. (2022) Molecular Metabolism; 出版物: https://doi.org/10.1016/j.molmet.2022.101595 数据集版本: https://datasets.cellxgene.cziscience.com/9abfdde4-1d63-4c9a-8ec5-2fff1bd6f387.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/0a77d4c0-d5d0-40f0-aa1a-5e1429bcbd7e
文献参考: Ulrich et al. (2021) bioRxiv; 出版物: https://doi.org/10.1101/2021.09.16.460628 数据集版本: https://datasets.cellxgene.cziscience.com/7fa27624-7eda-454a-a066-4de49d5788bd.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/fc77d2ae-247d-44d7-aa24-3f4859254c2c
文献参考: Velmeshev et al. (2023) Science; 出版物: https://doi.org/10.1126/science.adf0834 数据集版本: https://datasets.cellxgene.cziscience.com/b126d3e9-a1a2-419a-a049-b4a27d3ce3ab.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/bacccb91-066d-4453-b70e-59de0b4598cd
文献参考: Vento-Tormo et al. (2018) Nature; 出版物: https://doi.org/10.1038/s41586-018-0698-6 数据集版本: https://datasets.cellxgene.cziscience.com/7a3bdf11-fbb1-4966-8742-38b574c47317.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/a9254216-6cd8-4186-b32c-349363777584
文献参考: Wang et al. (2020) eLife; 出版物: https://doi.org/10.7554/eLife.62522 数据集版本: https://datasets.cellxgene.cziscience.com/b0afc679-2ec0-4c8d-9e3e-19cd693f8462.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/625f6bf4-2f33-4942-962e-35243d284837
文献参考: Wang et al. (2023) Immunity; 出版物: https://doi.org/10.1016/j.immuni.2023.01.032 数据集版本: https://datasets.cellxgene.cziscience.com/07d4feab-33de-4bb2-8a5d-452044bc066d.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/03cdc7f4-bd08-49d0-a395-4487c0e5a168
文献参考: Wang et al. (2023) Immunity; 出版物: https://doi.org/10.1016/j.immuni.2023.01.032 数据集版本: https://datasets.cellxgene.cziscience.com/20f29b78-5b74-4e6d-bc88-679116733988.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/03cdc7f4-bd08-49d0-a395-4487c0e5a168
文献参考: Wiedemann et al. (2023) Cell Reports; 出版物: https://doi.org/10.1016/j.celrep.2023.111994 数据集版本: https://datasets.cellxgene.cziscience.com/1ffe8f40-d258-4c05-885e-46375c483fc7.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/6d203948-a779-4b69-9b3f-1ee1dadc3980
文献参考: Wilk et al. (2020) Nat Med; 出版物: https://doi.org/10.1038/s41591-020-0944-y 数据集版本: https://datasets.cellxgene.cziscience.com/419da3c2-9141-4654-817f-ee6472df4be3.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/a72afd53-ab92-4511-88da-252fb0e26b9a
文献参考: Wilson et al. (2022) Nat Commun; 出版物: https://doi.org/10.1038/s41467-022-32972-z 数据集版本: https://datasets.cellxgene.cziscience.com/14e77ad6-38ce-4aad-8385-68b21aff0737.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/b3e2c6e3-9b05-4da9-8f42-da38a664b45b
文献参考: Xiang et al. (2020) Front. Cardiovasc. Med.; 出版物: https://doi.org/10.3389/fcvm.2020.00052 数据集版本: https://datasets.cellxgene.cziscience.com/4dc06a70-6d39-4da6-aa8d-2f3fcdbbc1ff.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/9c8808ce-1138-4dbe-818c-171cff10e650
文献参考: Yan et al. (2020) Sci Rep; 出版物: https://doi.org/10.1038/s41598-020-66092-9 数据集版本: https://datasets.cellxgene.cziscience.com/60eec096-34b9-45c2-b433-3caffb84f955.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/1d1c7275-476a-49e2-9022-ad1b1c793594
文献参考: Yan et al. (2020) Sci Rep; 出版物: https://doi.org/10.1038/s41598-020-66092-9 数据集版本: https://datasets.cellxgene.cziscience.com/6d75c1db-1fe2-4a0e-b55f-680c6df9c99e.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/1d1c7275-476a-49e2-9022-ad1b1c793594
文献参考: Yan et al. (2020) Sci Rep; 出版物: https://doi.org/10.1038/s41598-020-66092-9 数据集版本: https://datasets.cellxgene.cziscience.com/8de7d30b-caeb-4def-aad2-592c39cb3f3c.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/1d1c7275-476a-49e2-9022-ad1b1c793594
文献参考: Yan et al. (2020) Sci Rep; 出版物: https://doi.org/10.1038/s41598-020-66092-9 数据集版本: https://datasets.cellxgene.cziscience.com/96c7866c-7111-4687-b2c4-fbd445842a30.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/1d1c7275-476a-49e2-9022-ad1b1c793594
文献参考: Yan et al. (2020) Sci Rep; 出版物: https://doi.org/10.1038/s41598-020-66092-9 数据集版本: https://datasets.cellxgene.cziscience.com/a9d71d53-66a1-4681-ba97-9671c05dff6d.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/1d1c7275-476a-49e2-9022-ad1b1c793594
文献参考: Yan et al. (2020) Sci Rep; 出版物: https://doi.org/10.1038/s41598-020-66092-9 数据集版本: https://datasets.cellxgene.cziscience.com/b67dcfb1-ccae-404c-b0d4-d681ac227858.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/1d1c7275-476a-49e2-9022-ad1b1c793594
文献参考: Yazar et al. (2022) Science; 出版物: https://doi.org/10.1126/science.abf3041 数据集版本: https://datasets.cellxgene.cziscience.com/b3e8792e-a31b-404b-a866-250c43bc06d5.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/dde06e0f-ab3b-46be-96a2-a8082383c4a1
文献参考: Yoshida et al. (2022) Nature; 出版物: https://doi.org/10.1038/s41586-021-04345-x 数据集版本: https://datasets.cellxgene.cziscience.com/69be948c-03f4-46e8-896e-530c79080808.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/03f821b4-87be-4ff4-b65a-b5fc00061da7
文献参考: Yoshida et al. (2022) Nature; 出版物: https://doi.org/10.1038/s41586-021-04345-x 数据集版本: https://datasets.cellxgene.cziscience.com/d911082e-b5e2-40e6-8f08-fb53c7894622.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/03f821b4-87be-4ff4-b65a-b5fc00061da7
文献参考: Yu et al. (2021) Cell; 出版物: https://doi.org/10.1016/j.cell.2021.04.028 数据集版本: https://datasets.cellxgene.cziscience.com/c7bec699-47c3-44ee-a311-ae8507adf6bb.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/dfc09a93-bce0-4c77-893d-e153d1b7f9fa
文献参考: Yu et al. (2021) Cell; 出版物: https://doi.org/10.1016/j.cell.2021.04.028 数据集版本: https://datasets.cellxgene.cziscience.com/da7ca6a3-079c-428f-8453-9b21ecce87a7.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/dfc09a93-bce0-4c77-893d-e153d1b7f9fa
文献参考: Zhang et al. (2021) Proc. Natl. Acad. Sci. U.S.A.; 出版物: https://doi.org/10.1073/pnas.2103240118 数据集版本: https://datasets.cellxgene.cziscience.com/b6a3566e-a7bf-4fb3-b20c-858c6330e380.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/1df8c90d-d299-4b2e-a54d-a5a80f36e780
文献参考: van Zyl et al. (2022) Proc. Natl. Acad. Sci. U.S.A.; 出版物: https://doi.org/10.1073/pnas.2200914119 数据集版本: https://datasets.cellxgene.cziscience.com/47573dc2-1dfc-4ca8-8c6e-b705a6656159.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/63d03351-06be-478e-a0db-f7a653b6b19b
文献参考: van Zyl et al. (2022) Proc. Natl. Acad. Sci. U.S.A.; 出版物: https://doi.org/10.1073/pnas.2200914119 数据集版本: https://datasets.cellxgene.cziscience.com/9fa63ab8-6316-4460-8283-af290fec1654.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/63d03351-06be-478e-a0db-f7a653b6b19b
文献参考: van Zyl et al. (2022) Proc. Natl. Acad. Sci. U.S.A.; 出版物: https://doi.org/10.1073/pnas.2200914119 数据集版本: https://datasets.cellxgene.cziscience.com/a76ab167-d254-4128-b5ca-86960560074a.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/63d03351-06be-478e-a0db-f7a653b6b19b
文献参考: van Zyl et al. (2022) Proc. Natl. Acad. Sci. U.S.A.; 出版物: https://doi.org/10.1073/pnas.2200914119 数据集版本: https://datasets.cellxgene.cziscience.com/e999edf8-f5e6-4af7-975c-1d8f0a5e8d3e.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/63d03351-06be-478e-a0db-f7a653b6b19b
文献参考: van Zyl et al. (2022) Proc. Natl. Acad. Sci. U.S.A.; 出版物: https://doi.org/10.1073/pnas.2200914119 数据集版本: https://datasets.cellxgene.cziscience.com/f5f99f11-5a99-4a72-bd0d-0a87c5b6b406.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/63d03351-06be-478e-a0db-f7a653b6b19b
文献参考: van der Wijst et al. (2021) Sci. Transl. Med.; 出版物: https://doi.org/10.1126/scitranslmed.abh2624 数据集版本: https://datasets.cellxgene.cziscience.com/02a1eee1-e290-47d1-8d9d-bc7f51c13670.h5ad 由 CZ CELLxGENE Discover 整理和分发，集合: https://cellxgene.cziscience.com/collections/7d7cabfd-1d1f-40af-96b7-26a0825a306d