DELVE: feature selection for preserving biological trajectories in single-cell data
Single-cell technologies can measure the expression of thousands of molecular features in individual cells undergoing dynamic biological processes. While examining cells along a computationally-ordered pseudotime trajectory can reveal how changes in gene or protein expression impact cell fate,identifying such dynamic features is challenging due to the inherent noise in single-cell data. Here,we present DELVE,an unsupervised feature selection method for identifying a representative subset of molecular features which robustly recapitulate cellular trajectories. In contrast to previous work,DELVE uses a bottom-up approach to mitigate the effects of confounding sources of variation,and instead models cell states from dynamic gene or protein modules based on core regulatory complexes. Using simulations,single-cell RNA sequencing,and iterative immunofluorescence imaging data in the context of cell cycle and cellular differentiation,we demonstrate how DELVE selects features that better define cell-types and cell-type transitions. DELVE is available as an open-source python package: https://github.com/jranek/delve. Characteristic genes or proteins driving continuous biological processes are difficult to uncover from noisy single-cell data. Here,authors present DELVE,an unsupervised feature selection method to identify core molecular features driving cell fate decisions.
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产品类型:
产品号#:
85850
85857
产品名:
mTeSR™1
mTeSR™1
(Feb 2024)
The Journal of Experimental Medicine 221 3
PROTAC-mediated NR4A1 degradation as a novel strategy for cancer immunotherapy
The study introduces a new immunotherapy for treating melanoma and other cancers by developing a PROTAC that degrades NR4A1,an intracellular nuclear factor that plays a crucial role in immune suppression. An effective cancer therapy requires killing cancer cells and targeting the tumor microenvironment (TME). Searching for molecules critical for multiple cell types in the TME,we identified NR4A1 as one such molecule that can maintain the immune suppressive TME. Here,we establish NR4A1 as a valid target for cancer immunotherapy and describe a first-of-its-kind proteolysis-targeting chimera (PROTAC,named NR-V04) against NR4A1. NR-V04 degrades NR4A1 within hours in vitro and exhibits long-lasting NR4A1 degradation in tumors with an excellent safety profile. NR-V04 inhibits and frequently eradicates established tumors. At the mechanistic level,NR-V04 induces the tumor-infiltrating (TI) B cells and effector memory CD8+ T (Tem) cells and reduces monocytic myeloid-derived suppressor cells (m-MDSC),all of which are known to be clinically relevant immune cell populations in human melanomas. Overall,NR-V04–mediated NR4A1 degradation holds promise for enhancing anticancer immune responses and offers a new avenue for treating various types of cancers such as melanoma. Graphical Abstract
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产品类型:
产品号#:
19854
17851
17851RF
100-0692
19854RF
产品名:
EasySep™小鼠B细胞分选试剂盒
EasySep™人CD3正选试剂盒II
RoboSep™ 人CD3正选试剂盒II
EasySep™人CD3正选试剂盒II
RoboSep™ 小鼠B细胞分选试剂盒
(May 2024)
Nature Communications 15
Long-read sequencing for 29 immune cell subsets reveals disease-linked isoforms
Alternative splicing events are a major causal mechanism for complex traits,but they have been understudied due to the limitation of short-read sequencing. Here,we generate a full-length isoform annotation of human immune cells from an individual by long-read sequencing for 29 cell subsets. This contains a number of unannotated transcripts and isoforms such as a read-through transcript of TOMM40-APOE in the Alzheimer’s disease locus. We profile characteristics of isoforms and show that repetitive elements significantly explain the diversity of unannotated isoforms,providing insight into the human genome evolution. In addition,some of the isoforms are expressed in a cell-type specific manner,whose alternative 3’-UTRs usage contributes to their specificity. Further,we identify disease-associated isoforms by isoform switch analysis and by integration of several quantitative trait loci analyses with genome-wide association study data. Our findings will promote the elucidation of the mechanism of complex diseases via alternative splicing. This paper unveils the complexity of human immune cell splicing,highlighting cell-specific isoforms and establishing connections between alternative splicing and complex traits. These findings have implications for understanding diseases and the evolution of the genome.
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产品类型:
产品号#:
19666
100-0404
产品名:
EasySep™ Direct人中性粒细胞分选试剂盒
RoboSep™ 人中性粒细胞分选试剂盒
B. M. Hauger et al. (Dec 2025)
Alzheimer's & Dementia 21 12
A blood based mitochondrial functional index biomarker for Alzheimer's disease
INTRODUCTION: Alzheimer's disease (AD) pathology is complex and involves mitochondrial dysfunction. There are emerging therapies targeting mitochondrial function in clinical trials for AD. This highlights the need for biomarkers that measure mitochondrial function. METHODS: We determined the utility of a novel blood‐based mitochondrial biomarker,the mitochondrial functional index (MFI),in the context of AD in a pilot study.RESULTS: In vitro and in vivo models of AD had a reduced MFI. MFI was lower in human AD subjects and APOE ????4 carriers. Receiver operating characteristic analysis showed MFI had a higher area under the curve than other plasma biomarkers. The MFI biomarker correlated with the Mini‐Mental State Examination (MMSE) and the Clinical Dementia Rating (CDR) scale. DISCUSSION: This study highlights the potential utility of MFI as a functional blood‐based mitochondrial biomarker to interrogate energy metabolism. Ongoing studies are examining the relationship of MFI with brain energy metabolism outcomes. Highlights: The MFI biomarker is reduced in cell and animal models of AD. The MFI biomarker is reduced in human AD subjects and APOE ε4 carriers. The MFI biomarker can discriminate between subjects with normal cognition and AD with better performance than other plasma biomarkers. The MFI biomarker correlates with cognitive scores.
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产品类型:
产品号#:
05835
05839
34811
34815
34821
34825
34850
34860
产品名:
STEMdiff™ 神经诱导培养基
STEMdiff™ 神经诱导培养基
AggreWell™ 800 24孔板,1个
AggreWell™ 800 24孔板,5个
AggreWell™ 800 6孔板,1个
AggreWell™ 800 6孔板,5个
AggreWell™ 800 24孔板启动套装
AggreWell™ 800 6孔板启动套装
Qian H et al. (MAY 2006)
Blood 107 9 3503--10
Contribution of alpha6 integrins to hematopoietic stem and progenitor cell homing to bone marrow and collaboration with alpha4 integrins.
The laminin receptor integrin alpha6 chain is ubiquitously expressed in human and mouse hematopoietic stem and progenitor cells. We have studied its role for homing of stem and progenitor cells to mouse hematopoietic tissues in vivo. A function-blocking anti-integrin alpha6 antibody significantly reduced progenitor cell homing to bone marrow (BM) of lethally irradiated mice,with a corresponding retention of progenitors in blood. Remarkably,the anti-integrin alpha6 antibody profoundly inhibited BM homing of long-term multilineage engrafting stem cells,studied by competitive repopulation assay and analysis of donor-derived lymphocytes and myeloid cells in blood 16 weeks after transplantation. A similar profound inhibition of long-term stem cell homing was obtained by using a function-blocking antibody against alpha4 integrin,studied in parallel. Furthermore,the anti-integrin alpha6 and alpha4 antibodies synergistically inhibited homing of short-term repopulating stem cells. Intravenous injection of anti-integrin alpha6 antibodies,in contrast to antibodies against alpha4 integrin,did not mobilize progenitors or enhance cytokine-induced mobilization by G-CSF. Our results provide the first evidence for a distinct functional role of integrin alpha6 receptor during hematopoietic stem and progenitor cell homing and collaboration of alpha6 integrin with alpha4 integrin receptors during homing of short-term stem cells.
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产品类型:
产品号#:
03134
产品名:
MethoCult™M3134
Dumitriu B et al. (AUG 2006)
Blood 108 4 1198--207
Sox6 cell-autonomously stimulates erythroid cell survival, proliferation, and terminal maturation and is thereby an important enhancer of definitive erythropoiesis during mouse development.
Erythropoiesis,the essential process of hematopoietic stem cell development into erythrocytes,is controlled by lineage-specific transcription factors that determine cell fate and differentiation and by the hormone erythropoietin that stimulates cell survival and proliferation. Here we identify the Sry-related high-mobility-group (HMG) box transcription factor Sox6 as an important enhancer of definitive erythropoiesis. Sox6 is highly expressed in proerythroblasts and erythroblasts in the fetal liver,neonatal spleen,and bone marrow. Mouse fetuses and pups lacking Sox6 develop erythroid cells slowly and feature misshapen,short-lived erythrocytes. They compensate for anemia by elevating the serum level of erythropoietin and progressively enlarging their erythropoietic tissues. Erythroid-specific inactivation of Sox6 causes the same phenotype,demonstrating cell-autonomous roles for Sox6 in erythroid cells. Sox6 potentiates the ability of erythropoietin signaling to promote proerythroblast survival and has an effect additive to that of erythropoietin in stimulating proerythroblast and erythroblast proliferation. Sox6 also critically facilitates erythroblast and reticulocyte maturation,including hemoglobinization,cell condensation,and enucleation,and ensures erythrocyte cytoskeleton long-term stability. It does not control adult globin and erythrocyte cytoskeleton genes but acts by stabilizing filamentous actin (F-actin) levels. Sox6 thus enhances erythroid cell development at multiple levels and thereby ensures adequate production and quality of red blood cells.
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产品类型:
产品号#:
03334
产品名:
MethoCult™M3334
Bauer TR et al. (NOV 2006)
Blood 108 10 3313--20
Correction of the disease phenotype in canine leukocyte adhesion deficiency using ex vivo hematopoietic stem cell gene therapy.
Canine leukocyte adhesion deficiency (CLAD) represents the canine counter-part of the human disease leukocyte adhesion deficiency (LAD). Defects in the leukocyte integrin CD18 adhesion molecule in both CLAD and LAD lead to recurrent,life-threatening bacterial infections. We evaluated ex vivo retroviral-mediated gene therapy in CLAD using 2 nonmyeloablative conditioning regimens--200 cGy total body irradiation (TBI) or 10 mg/kg busulfan--with or without posttransplantation immunosuppression. In 6 of 11 treated CLAD dogs,therapeutic levels of CD18(+) leukocytes were achieved. Conditioning with either TBI or busulfan allowed long-term engraftment,and immunosuppression was not required for efficacy. The percentage of CD18(+) leukocytes in the peripheral blood progressively increased over 6 to 8 months after infusion to levels ranging from 1.26% to 8.37% at 1-year follow-up in the 6 dogs. These levels resulted in reversal or moderation of the severe CLAD phenotype. Linear amplification-mediated polymerase chain reaction assays indicated polyclonality of insertion sites. These results describe ex vivo hematopoietic stem cell gene transfer in a disease-specific,large animal model using 2 clinically applicable conditioning regimens,and they provide support for the use of nonmyeloablative conditioning regimens in preclinical protocols of retroviral-mediated gene transfer for nonmalignant hematopoietic diseases such as LAD.
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产品类型:
产品号#:
09600
09650
产品名:
StemSpan™ SFEM
StemSpan™ SFEM
D. Patra et al. (jun 2020)
Biology open 9 6
Site-1 protease ablation in the osterix-lineage in mice results in bone marrow neutrophilia and hematopoietic stem cell alterations.
Site-1 protease (S1P) ablation in the osterix-lineage in mice drastically reduces bone development and downregulates bone marrow-derived skeletal stem cells. Here we show that these mice also suffer from spina bifida occulta with a characteristic lack of bone fusion in the posterior neural arches. Molecular analysis of bone marrow-derived non-red blood cell cells,via single-cell RNA-Seq and protein mass spectrometry,demonstrate that these mice have a much-altered bone marrow with a significant increase in neutrophils and Ly6C-expressing leukocytes. The molecular composition of bone marrow neutrophils is also different as they express more and additional members of the stefin A (Stfa) family of proteins. In vitro,recombinant Stfa1 and Stfa2 proteins have the ability to drastically inhibit osteogenic differentiation of bone marrow stromal cells,with no effect on adipogenic differentiation. FACS analysis of hematopoietic stem cells show that despite a decrease in hematopoietic stem cells,S1P ablation results in an increased production of granulocyte-macrophage progenitors,the precursors to neutrophils. These observations indicate that S1P has a role in the lineage specification of hematopoietic stem cells and/or their progenitors for development of a normal hematopoietic niche. Our study designates a fundamental requirement of S1P for maintaining a balanced regenerative capacity of the bone marrow niche.
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Liu C et al. (SEP 2013)
Biochemical and Biophysical Research Communications 439 1 154--159
Neural differentiation of human embryonic stem cells as an in vitro tool for the study of the expression patterns of the neuronal cytoskeleton during neurogenesis
The neural differentiation of human embryonic stem cells (ESCs) is a potential tool for elucidating the key mechanisms involved in human neurogenesis. Nestin and ??-III-tubulin,which are cytoskeleton proteins,are marker proteins of neural stem cells (NSCs) and neurons,respectively. However,the expression patterns of nestin and ??-III-tubulin in neural derivatives from human ESCs remain unclear. In this study,we found that neural progenitor cells (NPCs) derived from H9 cells express high levels of nestin and musashi-1. In contrast,??-III-tubulin was weakly expressed in a few NPCs. Moreover,in these cells,nestin formed filament networks,whereas ??-III-tubulin was distributed randomly as small particles. As the differentiation proceeded,the nestin filament networks and the ??-III-tubulin particles were found in both the cell soma and the cellular processes. Moreover,the colocalization of nestin and ??-III-tubulin was found mainly in the cell processes and neurite-like structures and not in the cell soma. These results may aid our understanding of the expression patterns of nestin and ??-III-tubulin during the neural differentiation of H9 cells. ?? 2013 Elsevier Inc.
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Wood ER et al. ( 2004)
Cancer research 64 18 6652--6659
A unique structure for epidermal growth factor receptor bound to GW572016 (Lapatinib): relationships among protein conformation, inhibitor off-rate, and receptor activity in tumor cells.
GW572016 (Lapatinib) is a tyrosine kinase inhibitor in clinical development for cancer that is a potent dual inhibitor of epidermal growth factor receptor (EGFR,ErbB-1) and ErbB-2. We determined the crystal structure of EGFR bound to GW572016. The compound is bound to an inactive-like conformation of EGFR that is very different from the active-like structure bound by the selective EGFR inhibitor OSI-774 (Tarceva) described previously. Surprisingly,we found that GW572016 has a very slow off-rate from the purified intracellular domains of EGFR and ErbB-2 compared with OSI-774 and another EGFR selective inhibitor,ZD-1839 (Iressa). Treatment of tumor cells with these inhibitors results in down-regulation of receptor tyrosine phosphorylation. We evaluated the duration of the drug effect after washing away free compound and found that the rate of recovery of receptor phosphorylation in the tumor cells reflected the inhibitor off-rate from the purified intracellular domain. The slow off-rate of GW572016 correlates with a prolonged down-regulation of receptor tyrosine phosphorylation in tumor cells. The differences in the off-rates of these drugs and the ability of GW572016 to inhibit ErbB-2 can be explained by the enzyme-inhibitor structures.
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