dataset数据集✓ Verified已核验VC0040
Replogle JM et al. · Cell · 2022-06-09
Genome-scale Perturb-seq (Replogle et al.): K562/RPE1 benchmark data.全基因组Perturb-seq（Replogle）：扰动预测标准数据。
DOIPubMed
interview访谈✓ Verified已核验VC0109
Decoding Bio · Substack · 2026-03-30
Interview with Bo Wang & Ci Chu on X-Cell and generalization limits.王波、Ci Chu访谈：X-Cell与泛化局限。
Source原文
preprint预印本✓ Verified已核验VC0033
Wang C et al. · bioRxiv · 2026-03-20
X-Cell (Xaira): 4.9B-param diffusion model, perturbation scaling laws.Xaira的X-Cell：49亿参数扩散模型，显示扰动预测的缩放规律。
DOI
news新闻✓ Verified已核验VC0108
GEN · GEN · 2026-03
GEN on X-Cell; includes Noetik CEO Ron Alfa's tissue-first counterpoint.GEN报道X-Cell，并含Noetik观点。
Source原文
preprint预印本✓ Verified已核验VC0139
Metzner E, Guruvayurappan K, Southard KM, Ardy RC, Dey KK, Norman TM. · bioRxiv · 2026-10-12
Norman/Dey labs (MSKCC): CRISPRa Multiome Perturb-seq of 119 TFs + dual-guide Perturb-seq of 1,225 TF pairs in RPE-1; chromatin priming predicts emergent states; Mosaic (Transformer) predicts TF-pair interaction residuals (r=0.484) and nominated a validated triple-TF combination.Norman/Dey 实验室（MSKCC）：在 RPE-1 中对 119 个 TF 做 CRISPRa Multiome Perturb-seq、对 1,225 个 TF 对做双向导 Perturb-seq；染色质预激活可预测新兴状态；Mosaic（Transformer）预测 TF 对相互作用残差（r=0.484），并提名经实验验证的三 TF 组合。
DOI
preprint预印本✓ Verified已核验VC0046
Swinderman JT et al. · bioRxiv · 2026-02-05
Probe-based scalable single-cell profiling for virtual-cell perturbation mapping.探针法可扩展单细胞测序用于虚拟细胞扰动图谱。
DOI