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Jiang, L.

Publications and source records attributed to Jiang, L..

At least 19 recordsLinked to original sources

Transcriptomic similarity guides source selection beyond tissue lineage

Perturbational and pharmacogenomic maps remain incomplete across cellular contexts, leaving a practical source-selection question before response prediction: which measured context should inform an unmeasured target? We tested whether baseline transcriptomic similarity ranks candidate sources for held-out targets, separating source ranking from aggregation and transfer-uncertainty decisions. Similarity tracked matched-response concordance in LINCS and GSE306429; selected-source utility exceeded random expectation in GSE306429 ({Delta}U = 0.034; P = 0.002) and in exact-time-matched MIX-Seq tasks ({Delta}U = 0.046). In the full GDSC2 analysis, the drug-balanced ranking effect was 0.359 (95% CI, 0.337-0.383). In a lineage-restricted analysis of the same eligible subset, within-tissue ranking remained positive at 0.130 (95% CI, 0.119-0.141), retaining 35.8% of the same-subset global effect (0.363; 95% CI, 0.342-0.386). Global transcriptomic top-1 selection exceeded tissue-matched random selection by 0.154 (95% CI, 0.143-0.164). Thus, baseline similarity adds source-ranking information after tissue matching in the evaluated setting, while ranking alone does not resolve whether to aggregate sources or how to quantify transfer uncertainty.

bioinformatics↗

KRT7 Marks an Airway Glandular Ductal Stem Cell Population That Supports Multilineage Development and Regeneration

Airway submucosal glands (SMGs) play a central role in host defense through mucus secretion, airway hydration, and mucociliary clearance. However, the hierarchical organization of glandular progenitor populations remains poorly defined, largely because SMGs are sparse and restricted to the proximal trachea in murine models. Using the ferret, a model that closely recapitulates the gland-rich submucosal architecture of human cartilaginous airways, we identify KRT7+ glandular ductal epithelial cells as a progenitor population. In both adult ferret and healthy human airways, KRT7 expression is primarily restricted to the SMG duct epithelium, where it is co-expressed with KRT19 and CD166 but only partially overlaps with ALDH1A1. During early postnatal development, KRT7 expression becomes progressively restricted to glandular ductal epithelium and is ultimately excluded from mature acinar, myoepithelial cells, and KRT5+/KRT14+ basal lineages. Fate mapping in KRT7CreER;ROSAmTmG transgenic ferrets revealed that KRT7-lineage cells serve as multipotent progenitors during SMG morphogenesis, generating both serous and mucous epithelial cells. Following severe airway injury, KRT7-lineage cells survive within gland ducts and rapidly expand to repair the damaged surface epithelium by differentiating into ciliated and secretory cells but not KRT5+ basal cells. In organoid cultures, glandular KRT7-lineage cells acquired a KRT5+ basal-like phenotype and generated multilineage epithelia with functional CFTR-mediated transport. These findings identify the KRT7+ ductal niche as a critical progenitor reservoir for airway development, homeostasis, and regeneration, with implications for cystic fibrosis therapies.

cell biology↗

DLGAP5 promotes vascular cell proliferation and remodeling in pulmonary arterial hypertension

Background: Pulmonary arterial hypertension (PAH) manifests by pulmonary vascular remodeling, caused by hyper-proliferation and apoptosis resistance of resident PA cells, elevated right ventricular (RV) afterload, and death of RV failure. The goal of this study is to determine the role and mechanisms of action of mitotic spindle-associated microtubule regulator DLG associated protein 5 (DLGAP5) in pulmonary vascular remodeling in PAH. Methods: DLGAP5 expression was assessed in human PAH transcriptomic datasets, PAH patients' lung tissues, pulmonary artery smooth muscle cells (PASMCs), and pulmonary artery adventitial fibroblasts (PAAFs). Loss-of-function, molecular, functional, RNAseq, and network analyses were performed. Smooth muscle (SM)-specific DLGAP5 knockdown using adeno-associated virus serotype 6 (AAV6) in mice with SU5416/hypoxia-induced PH was performed. Results: DLGAP5 was overaccumulated in small muscular PAs, PASMCs, and PAAFs from PAH lungs. siRNA DLGAP5 down-regulated cyclin A2, suppressed hyper-proliferation, increased pro-apoptotic BIM, and induced apoptosis in human PAH PASMCs and PAAFs. DEP domain containing 1 (DEPDC1) was identified and validated as a downstream effector of DLGAP5 in PAH PASMCs responsible for hyper-proliferation and apoptosis resistance of human PAH PASMCs. SM-specific DLGAP5 knockdown with AAV6-enTagln-shDLGAP5 reversed DEPDC1 overaccumulation in small muscular PAs, reduced PA medial thickness, RV systolic pressure, mean PA pressure, and RV hypertrophy in mice with SuHx-induced PH. Conclusions: DLGAP5 supports proliferation and survival of human PAH PASMCs and PAAFs through up-regulation of cyclin A2, DEPDC1, and suppression of BIM, and promotes PA remodeling and PH in mice. DLGAP5 could serve as a potential molecular target to attenuate pulmonary vascular remodeling in PAH.

cell biology↗

Functional niche attributes shape species interaction roles in ecological networks

Identifying how species interact in ecological networks is key to understanding species' contributions to ecosystem functioning, but can be difficult to establish in species-rich communities. Functional niches, which capture broader ecological strategies, are often easier to assess and could help approximate species' interaction roles. We tested this by integrating species interaction and leaf functional trait data of tree species and leaf-associated interaction types from a large-scale forest biodiversity experiment. We found that identity, variability, and similarities of functional niches shaped corresponding aspects of interaction roles. Interestingly, however, this association inversed in the case of functional niche variability, which decreased instead of increased the variability of species interactions. This suggests a potential trade-off between processes that determine variability in functional and interaction space. Furthermore, effects were not constrained within aspects, with similarities of interactions being particularly responsive to most tested niche aspects, indicating that interaction-based competition among plants is particularly sensitive to functional niche differences. Moreover, many effects of functional niches depended on tree species biomass and tree species richness, highlighting the importance of the larger ecological context for determining species interaction roles. Together, our findings show that species' interaction roles, while clearly altered by, are not simply a consequence of functional niches. Instead, interaction roles integrate multiple aspects of functional niches depending on species performances and community composition and can therefore be crucial for anticipating ecosystem change.

ecology↗

Empirical Estimation of Ambient Contamination in Combinatorial Single-Cell Methods Using Multi-Reference Mapping

Droplet-based microfluidics and combinatorial indexing (scifi-ATAC and scifi-RNA) have made single-cell experiments massively scalable. However, higher-order multiplexing complicates data quality, introduces noise, and affects the potential for biological discovery. Here, we show that ambient chromatin accumulates through the experimental workflow and distorts chromatin profiles, most drastically in low-depth nuclei and in minority populations. Standard cell calling relies heavily on read count thresholds, while existing decontamination methods generally operate on aggregated count matrices rather than the underlying reads. We introduce scifi-demux, for preprocessing scifi-ATAC libraries, and AmbientMapper, a generative model that maps reads competitively against multiple references, learns the ambient profile from empty and low-complexity barcodes, and separates nuclei from background and singlets from doublets by Bayesian Information Criterion. Using interspecies ground truth experiments, published multi-genotype libraries, and simulated read-level synthetic barcodes in which every contaminating read is traceable, we show that calls are robust to parameter variation and stable across designs, achieving a wrong-genome rate of 0.19% on a 26-genome reference panel. Finally, we evaluated the impact of removing contaminants, showcasing how AmbientMapper rescues low-depth nuclei discarded by standard pipelines and restores biological structure obscured by contamination.

bioinformatics↗

Spatially distinct microglia coordinate the response to photoreceptor injury in zebrafish

Microglia exhibit substantial molecular and functional heterogeneity, however, how the local tissue environment influences their responses to neuronal injury remains poorly understood. The zebrafish retina provides a unique opportunity to examine this relationship, because in addition to microglia within the retinal parenchyma, it contains a distinct population that resides within the subretinal space. In this study, we characterize the anatomical distribution and molecular heterogeneity of retinal microglia in zebrafish and examine their response to selective photoreceptor injury. Retinal microglia occupied distinct anatomical niches and exhibited diverse transcriptional states, including complement associated, proliferative, and apoc1/apoeb-enriched populations, suggesting that microglial heterogeneity reflects both tissue context and cellular. Following damage both subretinal and parenchymal microglia rapidly alter their morphology and migrate toward the injured site, resulting in their accumulation in the subretinal space. Microglia subsequently proliferate predominantly within this compartment. By 14 days post lesion, when photoreceptor regeneration is nearly completed, microglial morphology, distribution, and the number largely return to their unlesioned state. In contrast to the dynamic response of retinal microglia, response of microglia within the optic tectum was negligible. To investigate the mechanisms underlying the maintenance of these distinct microglial populations and their injury-induced responses, we examined retinal microglia in csf1ra mutants. In mutants lacking colony stimulating factor 1 receptor a (Csf1ra), parenchymal microglia are markedly reduced, whereas the number of subretinal microglia is preserved. Photoreceptor death following photolytic injury was comparable between csf1ra mutants and wildtype animals, and both parenchymal and subretinal microglia responded to the injury. However, proliferation of microglia in csf1ra mutants was severely impaired, and the normal redistribution of parenchymal microglia was not restored. These findings identify distinct anatomical and molecular features of retinal microglia and demonstrate that Csf1ra signaling differentially regulates microglial maintenance and injury-induced dynamics during photoreceptor regeneration.

neuroscience↗

The common evolution of fungicide persistence in cryptococcosis patients

Fungicide persistence, the ability of dormant fungal cells to survive lethal drug exposure, undermines treatment efficacy, yet its clinical evolution remains largely unexplored. We assembled a nationwide collection of clinical Cryptococcus neoformans isolates from China and revealed extensive inter strain variation in amphotericin B (AmB) persistence. This variation can arise from common evolutionary events in patients, generating previously undescribed high persistence cryptococcal variants refractory to AmB clearance. Genome wide fitness landscape analysis shows that persistence associated mutations generally impose minimal fitness costs, facilitating persistence evolution even in fungistatic resistant and hypervirulent genetic backgrounds. Machine learning identified deficient ACO2 expression as a key predictor of high persistence clinical isolates. ACO2 deficiency reproduces the high persistence phenotype by promoting POPC accumulation, which competes with AmB for its target. Moreover, the clinical stage antifungal T-2307 effectively eliminates high persistence strains across diverse genetic backgrounds. Collectively, our findings unveil common evolution of fungicide persistence in cryptococcosis patients, representing a previously overlooked clinical concern.

microbiology↗

Cell-type-specific regulatory variation shapes maize heterosis

Heterosis, the superior performance of hybrids over their parents, has been widely exploited to enhance crop productivity, but its underlying regulatory mechanisms remain incompletely understood. In particular, how cis-regulatory elements (CREs) vary between parents and hybrids, and how this variation is organized across cell types, remains largely unresolved. Here we profiled chromatin accessibility in 131,890 nuclei derived from seedlings of three Zea mays (maize) inbred lines and their reciprocal hybrids, resolving 14 major cell types. Parental haplotype comparisons showed that most accessible chromatin regions (ACRs) were sequence-conserved and have similar binarized chromatin accessibility status. At cellular resolution, hybridization broadly attenuated chromatin accessibility cell-type specificity, weakening parental cell-type bias and yielding a more even chromatin accessibility profile across cellular contexts. Chromatin inheritance was strongly cell-type dependent, with non-additive inheritance preferentially concentrated at cell-type-specific ACRs. Although cis effects were most prevalent overall, ACRs with attenuated cell-type specificity in hybrids were enriched for non-additive inheritance and trans effects. Attenuated ACRs were more prone to transcription factor (TF) footprint gains than loci retaining high cell-type specificity, with DNA-BINDING WITH ONE FINGER (DOF) and VASCULAR PLANT ONE ZINC FINGER (VOZ) among the motif families most enriched in high-confidence footprint-gaining events. ACRs with footprint gains were preferentially linked to genes involved in development, hormone responses and growth, including DOF-family gains at GOLDEN2-like (GLK2), where both the motif family and the locus have been implicated in bundle-sheath development and C4 photosynthetic specialization. Together, our findings reveal that parental chromatin accessibility patterns are reconfigured across cell types in maize hybrids, with attenuation of cell-type specificity offering a potential cellular mechanism underlying heterosis.

plant biology↗

TRACER navigates rearrangement-driven sesterterpene chemical space via multimodal enzyme-product representation learning

Skeletal rearrangement drives the immense structural complexity of terpene, yet predicting it remains a formidable challenge due to sequence-function decoupling in terpene synthases. Here, we established TRACER (terpene rearrangement annotation via co-attentive enzyme-product representation), a multimodal framework mapping the latent associations between sequence-derived enzyme representations and product chemotypes. Retrospective validation proved TRACERs exceptional precision in predicting compound classes and discriminating skeletal rearrangement (SR) from non-skeletal rearrangement (NSR) pathways. TRACER-guided genome mining characterized two bifunctional synthases, FsPS and AcPS, uncovering four unprecedented carbon skeletons. Density functional theory calculations deciphered these cyclization cascades, pinpointing a critical 5/6/11 tricyclic intermediate as the key branching node for scaffold diversification. Mutagenesis and molecular dynamics simulations suggested that E305 in FsPS enables rearrangement by maintaining active-site water exclusion, whereas its alanine mutation causes premature carbocation quenching. Collectively, this work establishes a predictive paradigm for the rational discovery and mechanistic elucidation of complex terpene architectures.

synthetic biology↗

Whole-brain modeling of dynamic causal circuits in human cognition using amortized variational inference

Understanding dynamic mechanisms underlying cognition remains a major challenge in human neuroscience. Here, we develop, validate, and apply Multivariate Dynamical Systems Identification with Amortized Variational Inference (MDSI-AVI), a novel computational framework designed to address critical challenges in capturing asymmetric, context-dependent, whole-brain directed interactions while accounting for regional hemodynamic response variability in fMRI data. MDSI-AVI leverages simulation-based inference through forward and reverse variational inference to address the limitations of conventional variational methods in high-dimensional settings. By averaging over uncertainty in hemodynamic response parameters using forward simulation, MDSI-AVI provides well-calibrated posteriors of directed connectivity that scale efficiently to networks with hundreds of nodes. Applied to Human Connectome Project data (N=728), MDSI-AVI reveals new insights into working memory mechanisms, identifying the dorsal anterior insula as a critical hub influencing activity at the whole-brain level. We demonstrate task-dependent modulation of causal influences, where the salience network drives frontoparietal network activity, which differentially influences the default mode and sensorimotor networks depending on working memory load. These whole-brain causal interactions distinguish task conditions with high accuracy and predict working memory performance. Our framework demonstrates reproducible results across whole-brain parcellations, establishing MDSI-AVI as a robust tool for advancing our understanding of circuit dynamics in cognition and disease.

neuroscience↗

Rational antigen engineering and mucosal delivery design for next-generation RSV vaccines

Respiratory syncytial virus (RSV) prefusion F (preF) vaccines have transformed adult prophylaxis, yet unmet needs in antigen stability, pediatric safety, and mucosal protection persist. Here, we develop an integrated structure-guided RSV vaccine design platform that couples allosteric stabilization, epitope-focused immunogen engineering, and route-specific mRNA delivery for systemic and mucosal immune activations. By mapping prefusion F "breathing" motions and applying a ThermoNet-and Rosetta-guided screening funnel, we identified R296, a stabilized prefusion F immunogen that reinforces the 1-5 hinge and interprotomer interfaces while preserving key neutralizing epitopes. Cryo-EM confirmed that R296 retains a native-like prefusion architecture. And mRNA-LNP vaccination elicited potent, durable, and broadly protective neutralizing responses in mice, rats, and cotton rats, with clearance of detectable infectious virus and no evidence of Th2-skewed enhanced respiratory disease. To address pediatric safety, we designed a stalkless nanoparticle immunogen, Head38-50AB-3, which enriches high-potency apical epitopes while excluding stalk regions associated with low-potency or non-protective responses, conferring protection without VAERD-like pathology. Finally, we engineered an intranasal-delivered LNP that enables intranasal R296 mRNA delivery, inducing systemic neutralization together with robust nasal and bronchoalveolar secretory IgA (sIgA). R296 has now advanced to Phase 1 clinical trials. These results establish a modular framework for next-generation RSV vaccines.

microbiology↗

Nutrient flux governs osteogenic fate commitment through the SLC3A1-cystine Axis

Skeletal and mesenchymal cells have limited bone-forming potential due to their rarity, tendency for senescence and/or unstable osteogenic lineage commitment. We previously identified an osteopotent CXCR4 stem cell population with unclear mechanism for its differentiation potential. Here, we found that the cystine transporter SLC3A1 was selectively enriched in CXCR4+ stem cells, uncovering a role for amino acid transport in regulating osteogenic fate commitment. Enforced SLC3A1 expression reprogrammed mesenchymal cells toward a stable osteogenic state while suppressing adipogenic differentiation. Mechanistically, SLC3A1-mediated cystine flux established a glutathione-dependent metabolic program that preserved mitochondrial fitness and restrained stem cell senescence. SLC3A1 also stabilized IGF-1 through suppression of ZMYND8-mediated ubiquitination, uncovering ZMYND8 as a previously unrecognized E3 ligase regulating osteogenic commitment. Cystine supplementation phenocopied the effects of SLC3A1 activation, promoting osteogenic differentiation and skeletal regeneration without genetic manipulation. In vivo, cystine administration accelerated bone regeneration and attenuated ovariectomy-induced bone loss, while analyses of a human osteoporosis cohort, osteoporotic specimens, and single-cell transcriptomic datasets revealed coordinated suppression of the SLC3A1-cystine-IGF-1 pathway in osteoporotic mesenchymal cells. Taken together, these findings establish SLC3A1-mediated cystine transport as a programmable metabolic determinant of osteogenic fate commitment and identify cystine metabolism as a therapeutically targetable axis for skeletal regeneration and osteoporosis.

cell biology↗

Deciphering complete archaic introgression sequences in modern human genomes

Genetic introgression from archaic hominins has profoundly reshaped the genetic diversity and adaptive potential of modern humans, yet the full catalog of introgressed sequences, particularly those residing in structurally complex regions has remained elusive. Here, we present ASMaid (ASseMbly-based archaic introgression detector), a Hidden Markov Model-based framework that leverages haplotype-resolved pangenome assemblies to identify archaic-derived sequences with unprecedented completeness. By integrating both single-nucleotide genotype and structural variation (SV) signals, ASMaid captures significantly more intact archaic segments than conventional reference-based approaches. Applying ASMaid to a global panel of 610 phased human genome assemblies, we show that non-African individuals carry approximately 79.8 Mbp of Neanderthal and 8.3 Mbp of Denisovan sequences, representing substantial increases over previous estimates, respectively. Notably, we detected several centromere-spanning archaic segments, including EAS-specific calls on chromosomes 5 and 7. Our assembly-based approach uncovered 1,701 archaic-derived SVs, revealing a previously overlooked layer of archaic functional legacy. High-frequency introgressed loci are enriched in pathways associated with metabolism, immunity, and nervous system (e.g. CTNNA2 linked to early-onset schizophrenia risk), underscoring the fundamental role of introgression in modulating modern human traits. Notably, we identified dozens of loci potentially facilitating local adaptation, such as PRDM16 involved in adipocyte differentiation and cold tolerance, and CSGALNACT2 associated with chondroitin sulfate synthesis. Furthermore, our analysis delineates three distinct Denisovan introgression pulses in Eastern Eurasian genomes, in which the first two pulses are shared across East Eurasian and Oceanian populations, while the third remain primarily exclusive in East Asians. Reflecting these complex introgression events, 31 Denisovan-derived segments, including the TBX15-WARS2 locus, are inferred to have been introduced via at least two events. This comprehensive map of archaic introgression provides a fundamental resource for understanding how ancient gene flow continuously shapes human phenotypic diversity and adaptation.

evolutionary biology↗

A superfolding sfPepper enables superresolution and single-molecule RNA imaging in live cells

Fluorescent RNAs (FRs) have emerged as powerful tools for the visualization of RNA in live cells. However, the poor folding of FRs is a major limiting factor in many advanced RNA imaging applications. Here, we describe a novel strategy to significantly increase the folding efficiency of FRs. By introducing a stabilizing stem and performing targeted mutagenesis at key junction regions, we develop a superfolder variant of the Pepper aptamer, termed sfPepper, that exhibits a striking twofold increase in folding efficiency compared with Pepper under physiological conditions. sfPepper exhibits much improved thermostability and reduced ion dependence and, most importantly, is substantially brighter than Pepper in live cells. sfPepper enables robust imaging of diverse noncoding RNAs and messenger RNAs with increased signal-to-background ratios and stimulated emission depletion (STED) superresolution imaging of CUG trinucleotide repeat-containing toxic RNAs. Remarkably, only four sfPepper repeats facilitate sensitive single-molecule mRNA tracking, revealing dynamic heterogeneity among ER-associated mRNA molecules. Together, this study establishes an efficient strategy for improving FR folding and offers a powerful tool for fluorescently labelling RNAs in live cells.

molecular biology↗

Diversity in transcriptomics without cell types

Downstream analysis in single-cell and spatial transcriptomics is highly dependent on a sequence of upstream modeling choices. The non-canonicity of these choices presents challenges for reproducibility. In particular, measures of cellular heterogeneity and diversity do not solely reflect biological variation, but are also sensitive to parameter settings. A diversity measure that is robust to modeling choices, such as clustering resolution, is therefore desirable to improve reproducibility and interpretability. Here, we introduce scDIV, a similarity-sensitive measure of cellular diversity inspired by mathematical ideas in ecological science, which is robust to graph-based clustering parameters and remains applicable even in the absence of cell-type clusters. We use scDIV to quantitatively track the progress of tissue differentiation in both single-cell and spatial mouse development datasets and to evaluate different engineered stem-cell-based embryo models. In contrast to traditional entropy-based methods, such as the Hill number, used to quantify biodiversity, scDIV remains robust to clustering.

systems biology↗

Partitioning of nuclear material into apoptotic fragments through establishment of asymmetric cell death morphology

Cellular material in apoptotic cells must be efficiently cleared by phagocytes to maintain tissue homeostasis. Defects in this process can lead to the onset of secondary necrosis and the release of intracellular contents such as damage associated molecular patterns (DAMPs) and autoantigens that are often derived from the nucleus. Therefore, appropriate handling and clearance of apoptotic material is vital to prevent unwanted inflammatory response and the onset of autoimmune disorders. However, how nuclear material is packaged by apoptotic cells for effective clearance by phagocytes is not well understood. By utilising murine models of apoptosis, we observed that a distinct subset of large extracellular vesicles generated from apoptotic thymocytes, known as apoptotic bodies (ApoBDs), can harbour the majority of nuclear contents. Mechanistically, we discovered that apoptotic cells can asymmetrically partition the nucleus into a single large membrane bleb located at one side of the cell, with other cellular contents such as mitochondria and acid organelles distributed to the opposite side. Whilst this newly observed apoptotic morphology, coined as asymmetric cell death morphology (AsyCDM), is morphologically similar to the process of erythroblast enucleation, pharmacological compounds that could interfere with erythroblast enucleation did not block the establishment of AsyCDM during apoptosis. Notably, AsyCDM was reliant on the contractile forces generated by ROCK1-dependent plasma membrane blebbing. Taken together, this study suggests that intracellular contents are partitioned into different ApoBD subsets during apoptosis through a regulated process driven by ROCK1-dependent actomyosin contraction.

cell biology↗

Placental invasion mismatch underlines pregnancy disorders and cancers

Mammalian placentas vary dramatically in invasiveness, parallel aggressive cancers, and are dysregulated in pregnancy disorders, yet whether they share regulatory architecture remains unclear. We investigated single-cell transcriptomes of the maternal-fetal interface across nine mammals spanning all major placental morphotypes and integrated it with thirteen cancers and five pregnancy complications. A conserved cellular framework is deployed through three discrete regulatory programs: a cancer-like program in hemochorials, endothelial-cooperation program in endotheliochorials, and collagen-rich invasion-suppressing program in epitheliochorials. Aggressive cancers selectively converge on hemochorial program, and we functionally validated share invasion regulators including the VGLL3-TEAD1 interaction and APOE. Pregnancy disorders are partially, mismatched deployments of these programs; placental APOE knockdown in mice phenocopies preeclampsia with concurrent collapse of both M1/M2 macrophage programs. These findings unify placental diversity, cancer convergence, and obstetric disorders under a regulatory-mismatch principle, whereby evolved placental invasion programs becomes pathological when deployed outside their evolutionary context.

evolutionary biology↗

Selenium-enriched rapeseed extract synergizes with chemotherapy drug cisplatin in inhibiting proliferation and promoting apoptosis of colorectal cancer cells

Chemotherapy treatment of colorectal cancers (CRC) using cisplatin (CDDP) encounters problems of drug resistance by the cancer cells and cytotoxicity to normal cells, highlighting the urgent need for joint therapeutical strategies. Selenium-enriched rapeseed extracts exhibit anti-cancer effects but the bioactive components and mechanisms remain unclear. Here, we applied different solvents to fractionate the extracts from Selenium-enriched rapeseed and found that the water extract (WE) fraction significantly enhanced the cytotoxic effect of CDDP on cancer cells but no damage on normal cells. HPLC-ICP-MS analysis revealed that methylselenocysteine (MSC) and selenocystine (SeCys2) were the main selenium speciation in WE. Through cell biology and integrative multi-omics analysis, we found a synergistic anti-CRC cell effect when combining CDDP with MSC, sulforaphane (SFN), celastrol (Cel), Indole-3-carbinol (I3C), -linolenic acid (ALA) or linoleic acid (LA). We propose that the CDDP-WE combination treatment holds the promise for improving curative efficacy for chemo-refractory CRC patients in the future.

cancer biology↗