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1.
Nat Immunol ; 2024 Sep 11.
Article in English | MEDLINE | ID: mdl-39261722

ABSTRACT

Evolutionary pressures sculpt population genetics, whereas immune adaptation fortifies humans against life-threatening organisms. How the evolution of selective genetic variation in adaptive immune receptors orchestrates the adaptation of human populations to contextual perturbations remains elusive. Here, we show that the G396R coding variant within the human immunoglobulin G1 (IgG1) heavy chain presents a concentrated prevalence in Southeast Asian populations. We uncovered a 190-kb genomic linkage disequilibrium block peaked in close proximity to this variant, suggestive of potential Darwinian selection. This variant confers heightened immune resilience against various pathogens and viper toxins in mice. Mechanistic studies involving severe acute respiratory syndrome coronavirus 2 infection and vaccinated individuals reveal that this variant enhances pathogen-specific IgG1+ memory B cell activation and antibody production. This G396R variant may have arisen on a Neanderthal haplotype background. These findings underscore the importance of an IGHG1 variant in reinforcing IgG1 antibody responses against life-threatening organisms, unraveling the intricate interplay between human evolution and immune adaptation.

2.
Proc Natl Acad Sci U S A ; 120(47): e2309227120, 2023 Nov 21.
Article in English | MEDLINE | ID: mdl-37963245

ABSTRACT

Spatial transcriptomics technology has revolutionized our understanding of cell types and tissue organization, opening possibilities for researchers to explore transcript distributions at subcellular levels. However, existing methods have limitations in resolution, sensitivity, or speed. To overcome these challenges, we introduce SPRINTseq (Spatially Resolved and signal-diluted Next-generation Targeted sequencing), an innovative in situ sequencing strategy that combines hybrid block coding and molecular dilution strategies. Our method enables fast and sensitive high-resolution data acquisition, as demonstrated by recovering over 142 million transcripts using a 108-gene panel from 453,843 cells from four mouse brain coronal slices in less than 2 d. Using this advanced technology, we uncover the cellular and subcellular molecular architecture of Alzheimer's disease, providing additional information into abnormal cellular behaviors and their subcellular mRNA distribution. This improved spatial transcriptomics technology holds great promise for exploring complex biological processes and disease mechanisms.


Subject(s)
Gene Expression Profiling , High-Throughput Nucleotide Sequencing , Animals , Mice , RNA, Messenger/genetics , Transcriptome
3.
Nat Ecol Evol ; 7(11): 1914-1929, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37652999

ABSTRACT

The tiger (Panthera tigris) is a charismatic megafauna species that originated and diversified in Asia and probably experienced population contraction and expansion during the Pleistocene, resulting in low genetic diversity of modern tigers. However, little is known about patterns of genomic diversity in ancient populations. Here we generated whole-genome sequences from ancient or historical (100-10,000 yr old) specimens collected across mainland Asia, including a 10,600-yr-old Russian Far East specimen (RUSA21, 8× coverage) plus six ancient mitogenomes, 14 South China tigers (0.1-12×) and three Caspian tigers (4-8×). Admixture analysis showed that RUSA21 clustered within modern Northeast Asian phylogroups and partially derived from an extinct Late Pleistocene lineage. While some of the 8,000-10,000-yr-old Russian Far East mitogenomes are basal to all tigers, one 2,000-yr-old specimen resembles present Amur tigers. Phylogenomic analyses suggested that the Caspian tiger probably dispersed from an ancestral Northeast Asian population and experienced gene flow from southern Bengal tigers. Lastly, genome-wide monophyly supported the South China tiger as a distinct subspecies, albeit with mitochondrial paraphyly, hence resolving its longstanding taxonomic controversy. The distribution of mitochondrial haplogroups corroborated by biogeographical modelling suggested that Southwest China was a Late Pleistocene refugium for a relic basal lineage. As suitable habitat returned, admixture between divergent lineages of South China tigers took place in Eastern China, promoting the evolution of other northern subspecies. Altogether, our analysis of ancient genomes sheds light on the evolutionary history of tigers and supports the existence of nine modern subspecies.


Subject(s)
Tigers , Animals , Tigers/genetics , DNA, Ancient , Phylogeny , Russia , China
4.
Aging (Albany NY) ; 15(9): 3644-3677, 2023 05 06.
Article in English | MEDLINE | ID: mdl-37155154

ABSTRACT

Cancers originate from a single cell according to Nowell's theory of clonal evolution. The enrichment of the most aggressive clones has been developed and the heterogeneity arises for genomic instability and environmental selection. Multiple myeloma (MM) is a multiple relapse plasma cell cancer generated from bone marrow. Although there were accumulating researches in multiple myeloma pathogenesis, the heterogeneity remains poorly understood. The participants enrolled in this study were 4 EMP+ (EMP, Extramedullary plasmacytoma) and 2 EMP- primarily untreated MM patients. Single cell RNA sequencing and analysis were conducted for the single cell suspension, which was sorted by flow cytometry from peripheral blood mononuclear cells or bone marrow cells. In our research, the results of single cell RNA sequencing show that FAM46C determines MM tumor heterogeneity predicting extramedullary metastasis by influencing RNA stability. Further, we integrated and analyzed 2280 multiple myeloma samples from 7 independent datasets, which uncover that FAM46C mediated tumor heterogeneity predicts poorer survival in multiple myeloma.


Subject(s)
Multiple Myeloma , Plasmacytoma , Humans , Bone Marrow/pathology , Leukocytes, Mononuclear , Multiple Myeloma/genetics , Multiple Myeloma/pathology , Neoplasm Recurrence, Local , Plasmacytoma/pathology
5.
BMC Biol ; 20(1): 213, 2022 09 30.
Article in English | MEDLINE | ID: mdl-36175891

ABSTRACT

BACKGROUND: Prevalent single-cell transcriptomic profiling (scRNA-seq) methods are mainly based on the synthesis and enrichment of full-length double-stranded complementary DNA. These approaches are challenging to generate accurate quantification of transcripts when their abundance is low or their full-length amplifications are difficult. RESULTS: Based on our previous finding that Tn5 transposase can directly cut-and-tag DNA/RNA hetero-duplexes, we present SHERRY2, a specifically optimized protocol for scRNA-seq without second-strand cDNA synthesis. SHERRY2 is free of pre-amplification and eliminates the sequence-dependent bias. In comparison with other widely used scRNA-seq methods, SHERRY2 exhibits significantly higher sensitivity and accuracy even for single nuclei. Besides, SHERRY2 is simple and robust and can be easily scaled up to high-throughput experiments. When testing single lymphocytes and neuron nuclei, SHERRY2 not only obtained accurate countings of transcription factors and long non-coding RNAs, but also provided bias-free results that enriched genes in specific cellular components or functions, which outperformed other protocols. With a few thousand cells sequenced by SHERRY2, we confirmed the expression and dynamics of Myc in different cell types of germinal centers, which were previously only revealed by gene-specific amplification methods. CONCLUSIONS: SHERRY2 is able to provide high sensitivity, high accuracy, and high throughput for those applications that require a high number of genes identified in each cell. It can reveal the subtle transcriptomic difference between cells and facilitate important biological discoveries.


Subject(s)
Gene Expression Profiling , Single-Cell Analysis , DNA , DNA, Complementary/genetics , DNA, Complementary/metabolism , Gene Expression Profiling/methods , High-Throughput Nucleotide Sequencing/methods , RNA/genetics , Sequence Analysis, RNA/methods , Single-Cell Analysis/methods , Transcription Factors/genetics
6.
Curr Biol ; 32(14): 3095-3109.e5, 2022 07 25.
Article in English | MEDLINE | ID: mdl-35839766

ABSTRACT

Southern East Asia is the dispersal center regarding the prehistoric settlement and migrations of modern humans in Asia-Pacific regions. However, the settlement pattern and population structure of paleolithic humans in this region remain elusive, and ancient DNA can provide direct information. Here, we sequenced the genome of a Late Pleistocene hominin (MZR), dated ∼14.0 thousand years ago from Red Deer Cave located in Southwest China, which was previously reported possessing mosaic features of modern and archaic hominins. MZR is the first Late Pleistocene genome from southern East Asia. Our results indicate that MZR is a modern human who represents an early diversified lineage in East Asia. The mtDNA of MZR belongs to an extinct basal lineage of the M9 haplogroup, reflecting a rich matrilineal diversity in southern East Asia during the Late Pleistocene. Combined with the published data, we detected clear genetic stratification in ancient southern populations of East/Southeast Asia and some degree of south-versus-north divergency during the Late Pleistocene, and MZR was identified as a southern East Asian who exhibits genetic continuity to present day populations. Markedly, MZR is linked deeply to the East Asian ancestry that contributed to First Americans.


Subject(s)
Deer , Hominidae , Animals , China , Fossils , Genome, Human , Humans
7.
Cell Rep ; 39(1): 110638, 2022 04 05.
Article in English | MEDLINE | ID: mdl-35385741

ABSTRACT

The evolution and adaptation of S. japonicum, a zoonotic parasite that causes human schistosomiasis, remain unclear because of the lack of whole-genome data. We construct a chromosome-level S. japonicum genome and analyze it together with 72 samples representing six populations of the entire endemic region. We observe a Taiwan zoophilic lineage splitting from zoonotic populations ∼45,000 years ago, consistent with the divergent history of their intermediate hosts. Interestingly, we detect a severe population bottleneck in S. japonicum, largely coinciding with human history in Asia during the last glacial maximum. We identify several genomic regions underlying natural selection, including GATAD2A and Lmln, both showing remarkable differentiation among different areas. RNAi knockdown suggests association of GATAD2A with parasite development and infection in definitive hosts, while Lmln relates to the specificity of the intermediate hosts. Our study provides insights into the evolution of S. japonicum and serves as a resource for further studies.


Subject(s)
Schistosoma japonicum , Schistosomiasis , Animals , Chromosomes/genetics , Genome , Genomics , Humans , Schistosoma japonicum/genetics , Schistosomiasis/genetics , Schistosomiasis/parasitology
8.
Genome Res ; 32(1): 44-54, 2022 01.
Article in English | MEDLINE | ID: mdl-34963662

ABSTRACT

Genomic-scale somatic copy number alterations in healthy humans are difficult to investigate because of low occurrence rates and the structural variations' stochastic natures. Using a Tn5-transposase-assisted single-cell whole-genome sequencing method, we sequenced over 20,000 single lymphocytes from 16 individuals. Then, with the scale increased to a few thousand single cells per individual, we found that about 7.5% of the cells had large-size copy number alterations. Trisomy 21 was the most prevalent aneuploid event among all autosomal copy number alterations, whereas monosomy X occurred most frequently in over-30-yr-old females. In the monosomy X single cells from individuals with phased genomes and identified X-inactivation ratios in bulk, the inactive X Chromosomes were lost more often than the active ones.


Subject(s)
DNA Copy Number Variations , Genomics , Aneuploidy , Female , Humans , Lymphocytes , Whole Genome Sequencing
9.
Genome Biol ; 21(1): 213, 2020 08 24.
Article in English | MEDLINE | ID: mdl-32831134

ABSTRACT

Quantifying the genetic heterogeneity of a cell population is essential to understanding of biological systems. We develop a universal method to label individual DNA molecules for single-base-resolution haplotype-resolved quantitative characterization of diverse types of rare variants, with frequency as low as 4 × 10-5, using both short- or long-read sequencing platforms. It provides the first quantitative evidence of persistent nonrandom large structural variants and an increase in single-nucleotide variants at the on-target locus following repair of double-strand breaks induced by CRISPR-Cas9 in human embryonic stem cells.


Subject(s)
CRISPR-Cas Systems/genetics , Clustered Regularly Interspaced Short Palindromic Repeats , Genetic Heterogeneity , CRISPR-Associated Protein 9 , DNA , DNA Repair , Gene Editing/methods , Gene Knock-In Techniques , High-Throughput Nucleotide Sequencing/methods , Human Embryonic Stem Cells , Humans , Mutation , RNA, Guide, Kinetoplastida
10.
Lab Chip ; 20(13): 2328-2333, 2020 06 30.
Article in English | MEDLINE | ID: mdl-32458866

ABSTRACT

Emulsion PCR has become a popular and widely applied method in biological research and clinical diagnostics to provide evenly amplified products and perform highly quantitative counting of target sequences. However, there is still a lack of information to support further development of appropriate water-in-oil emulsion formulations, which need to be both thermally and mechanically stable for digital amplification reactions. Here, we present a systematic survey of the oil and surfactant components of stable monodisperse w/o emulsions suitable for use with our previously developed micro-capillary array (MiCA)-based centrifugal emulsion generation method. Our findings show that a binary formula consisting of isopropyl palmitate and a silicone copolymer demonstrated the best performance, and provided a general guideline for the development of emulsion systems for digital PCR and emulsion amplification applications.


Subject(s)
Surface-Active Agents , Water , Emulsions , Polymerase Chain Reaction
11.
Lab Chip ; 20(7): 1204-1211, 2020 04 07.
Article in English | MEDLINE | ID: mdl-32149320

ABSTRACT

In mammals, it is believed that the intercellular coupling mechanism between neurons in the suprachiasmatic nucleus (SCN) confers robustness and distinguishes the central clock from peripheral circadian oscillators. Current in vitro culturing methods used in Petri dishes to study intercellular coupling by exogenous factors invariably cause perturbations, such as simple media changes. Here, we design a microfluidic device to quantitatively study the intercellular coupling mechanism of circadian clock at the single cell level, and demonstrate that vasoactive intestinal peptide (VIP) induced coupling in clock mutant Cry1-/- mouse adult fibroblasts engineered to express the VIP receptor, VPAC2, is sufficient to synchronize and maintain robust circadian oscillations. Our study provides a proof-of-concept platform to reconstitute the intercellular coupling system of the central clock using uncoupled, single fibroblast cells in vitro, to mimic SCN slice cultures ex vivo and mouse behavior in vivo phenotypically. Such a versatile microfluidic platform may greatly facilitate the studies of intercellular regulation networks, and provide new insights into the coupling mechanisms of the circadian clock.


Subject(s)
Circadian Clocks , Animals , Circadian Rhythm , Mammals , Mice , Microfluidics , Suprachiasmatic Nucleus
12.
FEBS Lett ; 594(3): 452-465, 2020 02.
Article in English | MEDLINE | ID: mdl-31561267

ABSTRACT

In this study, we aimed to determine the mechanisms underlying the initial extramedullary translocation of myeloma cells from bone marrow into peripheral blood. We found that clonal circulating plasma cells (cPCs) are more frequently detected by flow cytometry in extramedullary plasmacytoma (EMP) patients and worsen their prognosis. It is technically much easier to collect single cPCs using FACS than it is to perform EMP biopsy. Therefore, combining EMP imaging with cPC detection may be a promising strategy for prognostic stratification. Here, using single-cell transcriptome analysis, we found that the chemokine CXCL12, a key molecule involved in CXCR4-dependent cell retention in the bone marrow, is abnormally upregulated in cPCs and might initially enable cPCs to evade bone marrow retention and translocate into the bloodstream.


Subject(s)
Chemokines/metabolism , Multiple Myeloma/genetics , Multiple Myeloma/pathology , Sequence Analysis, RNA , Single-Cell Analysis , Aged , Bone Marrow/metabolism , Female , Humans , Male , Middle Aged , Multiple Myeloma/diagnosis , Multiple Myeloma/metabolism , Neoplasm Metastasis , Phenotype , Prognosis
13.
J Invest Dermatol ; 139(7): 1526-1534, 2019 07.
Article in English | MEDLINE | ID: mdl-30710577

ABSTRACT

Acral melanoma (AM) is an extremely aggressive subtype of melanoma that is prevalent in eastern Asia. AM exhibits high intertumoral and intratumoral heterogeneities with poor prognosis. To associate the genomic heterogeneities with phenotypic traits and efficacy of treatments, a method is needed to recover genomic information from limited samples with high specificity and sensitivity from early stage AM specimens. We performed laser capture microdissection to isolate single micro-tumor nests, containing only dozens of cells, from stained tissue slices and then applied multiple annealing and looping-based amplification cycles, a highly efficient whole-genome amplification method originally developed for single cells, to amplify the whole genome of each tumor nest for sequencing. We were able to accurately profile the landscape of copy number alterations and single nucleotide variations of every single micro-tumor nest and to quantitatively characterize the heterogeneities at different levels, between tumor and nevi, among patients, among different phenotypes within a same tumor, and among adjacent tumor cell clusters with identical phenotypic appearance. We have found that genomic heterogeneity exists extensively and that branched evolution happens in the early stage of AM development. We are able to build the phylogenetic tree among these phenotypically addressable cell clusters.


Subject(s)
Biomarkers, Tumor/genetics , Melanoma/genetics , Mutation/genetics , Skin Neoplasms/genetics , DNA Copy Number Variations , Evolution, Molecular , Female , Genome, Human/genetics , Genomics/methods , High-Throughput Nucleotide Sequencing , Humans , Laser Capture Microdissection , Male , Phenotype , Phylogeny , Polymorphism, Single Nucleotide , Sensitivity and Specificity , Single-Cell Analysis
15.
ACS Appl Mater Interfaces ; 10(14): 11539-11545, 2018 Apr 11.
Article in English | MEDLINE | ID: mdl-29543431

ABSTRACT

The next generation sequencing (NGS) technologies have been rapidly evolved and applied to various research fields, but they often suffer from losing long-range information due to short library size and read length. Here, we develop a simple, cost-efficient, and versatile NGS library preparation method, called tagmentation on microbeads (TOM). This method is capable of recovering long-range information through tagmentation mediated by microbead-immobilized transposomes. Using transposomes with DNA barcodes to identically label adjacent sequences during tagmentation, we can restore inter-read connection of each fragment from original DNA molecule by fragment-barcode linkage after sequencing. In our proof-of-principle experiment, more than 4.5% of the reads are linked with their adjacent reads, and the longest linkage is over 1112 bp. We demonstrate TOM with eight barcodes, but the number of barcodes can be scaled up by an ultrahigh complexity construction. We also show this method has low amplification bias and effectively fits the applications to identify copy number variations.


Subject(s)
High-Throughput Nucleotide Sequencing , Base Sequence , DNA Copy Number Variations , Microspheres , Sequence Analysis, DNA
16.
ACS Appl Mater Interfaces ; 9(16): 13958-13964, 2017 Apr 26.
Article in English | MEDLINE | ID: mdl-28337907

ABSTRACT

We develop a novel single-cell-based platform through digital counting of amplified genomic DNA fragments, named multifraction amplification (mfA), to detect the copy number variations (CNVs) in a single cell. Amplification is required to acquire genomic information from a single cell, while introducing unavoidable bias. Unlike prevalent methods that directly infer CNV profiles from the pattern of sequencing depth, our mfA platform denatures and separates the DNA molecules from a single cell into multiple fractions of a reaction mix before amplification. By examining the sequencing result of each fraction for a specific fragment and applying a segment-merge maximum likelihood algorithm to the calculation of copy number, we digitize the sequencing-depth-based CNV identification and thus provide a method that is less sensitive to the amplification bias. In this paper, we demonstrate a mfA platform through multiple displacement amplification (MDA) chemistry. When performing the mfA platform, the noise of MDA is reduced; therefore, the resolution of single-cell CNV identification can be improved to 100 kb. We can also determine the genomic region free of allelic drop-out with mfA platform, which is impossible for conventional single-cell amplification methods.


Subject(s)
DNA Copy Number Variations , DNA , Genomics , Sequence Analysis, DNA
17.
Anal Chem ; 89(6): 3710-3715, 2017 03 21.
Article in English | MEDLINE | ID: mdl-28225604

ABSTRACT

Hydrodynamic flow is an essential stimulus in many cellular functions, regulating many mechanical sensitive pathways and closely associating with human health status and diseases. The flow pattern of blood in vessels is the key factor in causing atherosclerosis. Hemodynamics has great effect on endothelial cells' gene expression and biological functions. There are various tools that can be used for studying flow-induced cellular responses but most of them are either bulky or lack precise controllability. We develop an integrated microfluidic device that can precisely generate different flow patterns to human endothelial cells cultured on-chip. We monitored cell morphology and used small-input RNA-seq technology to depict the transcriptome profiles of human umbilical vein endothelial cells under uni- or bidirectional flow. Such integrated and miniatured device has greatly facilitated our understanding of endothelial functions with shear stimulus, not only providing new data on the transcriptomic scale but also building the connection between cell phenotypic changes and expression alternations.


Subject(s)
Human Umbilical Vein Endothelial Cells/metabolism , Hydrodynamics , Microfluidic Analytical Techniques , Fluorescence , Human Umbilical Vein Endothelial Cells/cytology , Humans , Microfluidic Analytical Techniques/instrumentation , Microscopy, Confocal , RNA/genetics , RNA/isolation & purification , RNA Splicing/genetics , Real-Time Polymerase Chain Reaction , Shear Strength
18.
Lab Chip ; 16(23): 4512-4516, 2016 11 15.
Article in English | MEDLINE | ID: mdl-27775138

ABSTRACT

Many on-chip approaches that use flow-focusing to pinch the continuous aqueous phase into droplets have become the most popular methods that provide monodisperse emulsion droplets. However, not every lab can easily adapt a microfluidic workflow into their familiar protocols. We develop an off-chip approach, spinning micro-pipette liquid emulsion (SiMPLE) generator, to produce highly stable monodisperse water-in-oil emulsions using a moving micropipette to disperse the aqueous phase in an oil-filled microcentrifuge tube. This method provides a simple way to produce picoliter-size droplets in situ with no dead volume during emulsification. With SiMPLE, single-cell emulsion whole genome amplification was performed to demonstrate that this novel method can seamlessly be integrated with experimental operations and supplies that most researchers are familiar with. The SiMPLE generator has effectively lowered the technical difficulties in applications relying on emulsion droplets.


Subject(s)
Genomics/instrumentation , Microtechnology/instrumentation , Nucleic Acid Amplification Techniques/instrumentation , Single-Cell Analysis/instrumentation , Time Factors
20.
Sci Rep ; 5: 8651, 2015 Mar 03.
Article in English | MEDLINE | ID: mdl-25731605

ABSTRACT

It is technically challenging to investigate the function of secreted protein in real time by supply of conditioned medium that contains secreted protein of interest. The internalization of anthrax toxin is facilitated by a secreted protein Dickkopf-1 (DKK1) and its receptor, and eventually leads to cell lethality. To monitor the dynamic interplay between these components in live cells, we use an integrated microfluidic device to perform the cell viability assays with real-time controlled culture microenvironment in parallel. Conditioned medium, which contains the secreted proteins from specific cell lines, can be continuously pumped towards the cells that exposed to toxin. The exogenous DKK1 secreted from distant cells is able to rescue the sensitivity to toxin for those DKK1-knocked-down cells. This high-throughput assay allows us to precisely quantify the dynamic interaction between key components that cause cell death, and provide independent evidence of the function of DKK1 in the complex process of anthrax toxin internalization.


Subject(s)
Antigens, Bacterial/toxicity , Bacterial Toxins/toxicity , Cell Survival/drug effects , Culture Media, Conditioned/pharmacology , Microfluidics/methods , Animals , Cell Culture Techniques , Cell Line , Cell Survival/genetics , Gene Expression , Gene Knockdown Techniques , High-Throughput Screening Assays , Humans , Intercellular Signaling Peptides and Proteins/genetics , Mice , Microfluidics/instrumentation , RNA Interference
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