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1.
Cancer Cell ; 42(5): 797-814.e15, 2024 May 13.
Article in English | MEDLINE | ID: mdl-38744246

ABSTRACT

The success of checkpoint inhibitors (CPIs) for cancer has been tempered by immune-related adverse effects including colitis. CPI-induced colitis is hallmarked by expansion of resident mucosal IFNγ cytotoxic CD8+ T cells, but how these arise is unclear. Here, we track CPI-bound T cells in intestinal tissue using multimodal single-cell and subcellular spatial transcriptomics (ST). Target occupancy was increased in inflamed tissue, with drug-bound T cells located in distinct microdomains distinguished by specific intercellular signaling and transcriptional gradients. CPI-bound cells were largely CD4+ T cells, including enrichment in CPI-bound peripheral helper, follicular helper, and regulatory T cells. IFNγ CD8+ T cells emerged from both tissue-resident memory (TRM) and peripheral populations, displayed more restricted target occupancy profiles, and co-localized with damaged epithelial microdomains lacking effective regulatory cues. Our multimodal analysis identifies causal pathways and constitutes a resource to inform novel preventive strategies.


Subject(s)
Colitis , Immune Checkpoint Inhibitors , Colitis/chemically induced , Colitis/immunology , Colitis/pathology , Immune Checkpoint Inhibitors/adverse effects , Immune Checkpoint Inhibitors/pharmacology , Humans , CD8-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/drug effects , CD8-Positive T-Lymphocytes/metabolism , T-Lymphocytes, Regulatory/immunology , T-Lymphocytes, Regulatory/drug effects , CD4-Positive T-Lymphocytes/immunology , CD4-Positive T-Lymphocytes/drug effects , CD4-Positive T-Lymphocytes/metabolism , Animals , Intestinal Mucosa/metabolism , Intestinal Mucosa/immunology , Intestinal Mucosa/pathology , Intestinal Mucosa/drug effects , Interferon-gamma/metabolism , Female , Single-Cell Analysis , Mice
2.
Sci Adv ; 7(36): eabh0534, 2021 Sep 03.
Article in English | MEDLINE | ID: mdl-34516908

ABSTRACT

Multimodal, genome-wide characterization of epigenetic and genetic information in circulating cell-free DNA (cfDNA) could enable more sensitive early cancer detection, but it is technologically challenging. Recently, we developed TET-assisted pyridine borane sequencing (TAPS), which is a mild, bisulfite-free method for base-resolution direct DNA methylation sequencing. Here, we optimized TAPS for cfDNA (cfTAPS) to provide high-quality and high-depth whole-genome cell-free methylomes. We applied cfTAPS to 85 cfDNA samples from patients with hepatocellular carcinoma (HCC) or pancreatic ductal adenocarcinoma (PDAC) and noncancer controls. From only 10 ng of cfDNA (1 to 3 ml of plasma), we generated the most comprehensive cfDNA methylome to date. We demonstrated that cfTAPS provides multimodal information about cfDNA characteristics, including DNA methylation, tissue of origin, and DNA fragmentation. Integrated analysis of these epigenetic and genetic features enables accurate identification of early HCC and PDAC.

3.
Nucleic Acids Res ; 49(13): e76, 2021 07 21.
Article in English | MEDLINE | ID: mdl-33905495

ABSTRACT

Whole genome base-resolution methylome sequencing allows for the most comprehensive analysis of DNA methylation, however, the considerable sequencing cost often limits its applications. While reduced representation sequencing can be an affordable alternative, over 80% of CpGs in the genome are not covered. Building on our recently developed TET-assisted pyridine borane sequencing (TAPS) method, we here described endonuclease enrichment TAPS (eeTAPS), which utilizes dihydrouracil (DHU)-cleaving endonuclease digestion of TAPS-converted DNA to enrich methylated CpG sites (mCpGs). eeTAPS can accurately detect 87% of mCpGs in the mouse genome with a sequencing depth equivalent to 4× whole genome sequencing. In comparison, reduced representation TAPS (rrTAPS) detected less than 4% of mCpGs with 2.5× sequencing depth. Our results demonstrate eeTAPS to be a new strategy for cost-effective genome-wide methylation analysis at single-CpG resolution that can fill the gap between whole-genome and reduced representation sequencing.


Subject(s)
DNA Methylation , Sequence Analysis, DNA/methods , Animals , Cells, Cultured , Cost-Benefit Analysis , CpG Islands , Deoxyribonuclease (Pyrimidine Dimer) , Embryonic Stem Cells/metabolism , Genomics/methods , Mice , Sequence Analysis, DNA/economics , Uracil-DNA Glycosidase
4.
Nat Commun ; 12(1): 618, 2021 01 27.
Article in English | MEDLINE | ID: mdl-33504799

ABSTRACT

Although various methods have been developed for sequencing cytosine modifications, it is still challenging for specific and quantitative sequencing of individual modification at base-resolution. For example, to obtain both true 5-methylcytosine (5mC) and true 5-hydroxymethylcytosine (5hmC) information, the two major epigenetic modifications, it usually requires subtraction of two methods, which increases noise and requires high sequencing depth. Recently, we developed TET-assisted pyridine borane sequencing (TAPS) for bisulfite-free direct sequencing of 5mC and 5hmC. Here we demonstrate that two sister methods, TAPSß and chemical-assisted pyridine borane sequencing (CAPS), can be effectively used for subtraction-free and specific whole-genome sequencing of 5mC and 5hmC, respectively. We also demonstrate pyridine borane sequencing (PS) for whole-genome profiling of 5-formylcytosine and 5-carboxylcytosine, the further oxidized derivatives of 5mC and 5hmC. This work completes the set of versatile borane reduction chemistry-based methods as a comprehensive toolkit for direct and quantitative sequencing of all four cytosine epigenetic modifications.


Subject(s)
5-Methylcytosine/metabolism , Sequence Analysis, DNA , Sulfites/metabolism , 5-Methylcytosine/analogs & derivatives , Animals , Base Sequence , Mice , Mouse Embryonic Stem Cells/metabolism , Oxidation-Reduction , Pyridines/metabolism
5.
Genome Biol ; 21(1): 54, 2020 03 03.
Article in English | MEDLINE | ID: mdl-32127008

ABSTRACT

We present long-read Tet-assisted pyridine borane sequencing (lrTAPS) for targeted base-resolution sequencing of DNA methylation and hydroxymethylation in regions up to 10 kb from nanogram-level input. Compatible with both Oxford Nanopore and PacBio Single-Molecule Real-Time (SMRT) sequencing, lrTAPS detects methylation with accuracy comparable to short-read Illumina sequencing but with long-range epigenetic phasing. We applied lrTAPS to sequence difficult-to-map regions in mouse embryonic stem cells and to identify distinct methylation events in the integrated hepatitis B virus genome.


Subject(s)
DNA Methylation , Sequence Analysis, DNA/methods , 5-Methylcytosine/analogs & derivatives , 5-Methylcytosine/analysis , Animals , Boron Compounds/chemistry , Cells, Cultured , DNA/chemistry , Hep G2 Cells , Humans , Mice , Mixed Function Oxygenases/metabolism , Nanopore Sequencing/methods , Oxidation-Reduction , Proto-Oncogene Proteins/metabolism , Pyridines/chemistry
6.
Nat Biotechnol ; 37(4): 424-429, 2019 04.
Article in English | MEDLINE | ID: mdl-30804537

ABSTRACT

Bisulfite sequencing has been the gold standard for mapping DNA modifications including 5-methylcytosine (5mC) and 5-hydroxymethylcytosine (5hmC) for decades1-4. However, this harsh chemical treatment degrades the majority of the DNA and generates sequencing libraries with low complexity2,5,6. Here, we present a bisulfite-free and base-level-resolution sequencing method, TET-assisted pyridine borane sequencing (TAPS), for detection of 5mC and 5hmC. TAPS combines ten-eleven translocation (TET) oxidation of 5mC and 5hmC to 5-carboxylcytosine (5caC) with pyridine borane reduction of 5caC to dihydrouracil (DHU). Subsequent PCR converts DHU to thymine, enabling a C-to-T transition of 5mC and 5hmC. TAPS detects modifications directly with high sensitivity and specificity, without affecting unmodified cytosines. This method is nondestructive, preserving DNA fragments over 10 kilobases long. We applied TAPS to the whole-genome mapping of 5mC and 5hmC in mouse embryonic stem cells and show that, compared with bisulfite sequencing, TAPS results in higher mapping rates, more even coverage and lower sequencing costs, thus enabling higher quality, more comprehensive and cheaper methylome analyses.


Subject(s)
5-Methylcytosine/analogs & derivatives , 5-Methylcytosine/analysis , Sequence Analysis, DNA/methods , Animals , Base Sequence , Biotechnology , CpG Islands , DNA/chemistry , DNA Methylation , Humans , Mice , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Sulfites , Whole Genome Sequencing
7.
Chem Commun (Camb) ; 55(16): 2328-2331, 2019 Feb 19.
Article in English | MEDLINE | ID: mdl-30723849

ABSTRACT

5-Methylcytosine (5mC) and 5-hydroxymethylcytosine (5hmC), two of the best-studied DNA modifications, play crucial roles in normal development and disease in mammals. Although 5-methylcytidine (m5C) and 5-hydroxymethylcytidine (hm5C) have also been identified in RNA, their distribution and biological function in RNA remain largely unexplored, due to the lack of suitable sequencing methods. Here, we report a base-resolution sequencing method for hm5C in RNA. We applied the selective oxidation of hm5C to trihydroxylated-thymine (thT) mediated by peroxotungstate. thT was subsequently converted to T during cDNA synthesis using a thermostable group II intron reverse transcriptase (TGIRT). Base-resolution analysis of the hm5C sites in RNA was performed using Sanger sequencing. Furthermore, in combination with the TET enzyme oxidation of m5C to hm5C in RNA, we expand the use of peroxotungstate oxidation to detect m5C in RNA at base-resolution. By using this method, we confirmed three known m5C sites in human tRNA, demonstrating the applicability of our method in analyzing real RNA samples.


Subject(s)
Cytidine/analogs & derivatives , RNA/genetics , RNA/metabolism , Sequence Analysis, RNA/methods , Tungsten Compounds/chemistry , Tungsten Compounds/metabolism , Base Sequence , Cytidine/metabolism
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