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This protocol describes procedures to isolate high-quality nuclei from frozen non-human primate pancreatic islets for use in single-nucleus simultaneous RNA sequencing and ATAC sequencing while preserving the bulk cytosolic fraction for metabolomic analyses from the same samples.
One challenge in studies using tissue collected from multiple cohorts is avoiding batch effects when preparing for large-scale multi-omic experiments, such as combined single-cell RNA sequencing and metabolomics. The method in the current study utilizes flash-frozen pancreatic islets from fetal non-human primates collected over a span of two years for input into single-nucleus RNA sequencing and ATAC sequencing assays. The cytosolic fraction generated during nuclear extraction was retained for downstream capillary electrophoresis-mass spectrometry and subsequent metabolite quantification. This method allows for bulk analysis of metabolites that contribute to the changing transcriptomic and epigenomic landscapes within experimental conditions. It is applicable to many tissue types and maximizes the amount of information that can be extracted from samples that are not readily available. As the contribution of metabolism to the establishment of cellular identity via epigenetic modifications becomes more appreciated, techniques that allow for identifying the contribution of metabolites in specific cell types are timely and necessary.
The pancreatic islets of Langerhans are critical for the management of glucose tolerance throughout the lifespan. Failure to properly tune blood glucose levels via the glucose-lowering hormone, insulin, or the glucose-raising hormone, glucagon results in Diabetes Mellitus1. Modifiable risk factors to minimize diabetes risk include exercise and diet. In addition, it is becoming clear that maternal diet during pregnancy also has an effect on offspring susceptibility to diabetes in adulthood2,3. Thus, methods are needed to analyze the effects of maternal diet and other exposures, ....
Islet retrieval was conducted in accordance with the guidelines of the Institutional Animal Care and Use Committee (IACUC) of the Oregon National Primate Research Center (ONPRC) and Oregon Health and Science University and was approved by the ONPRC IACUC. The ONPRC abides by the Animal Welfare Act and Regulations enforced by the United States Department of Agriculture (USDA) and the Public Health Service Policy on Humane Care and Use of Laboratory. The protocol herein was applied to islets from fetal Rhesus macaques that.......
The quality of the sequencing outputs is highly dependent on the quality of the nuclear input. Nuclear blebbing and damage to the outer nuclear membrane will result in ambient RNA and DNA contamination in the analysis, which will introduce noise in the data. A pure nuclear extract will have minimal evidence of nuclei encapsulated with cytoplasmic components (Figure 2A) or overdigestion, evidenced by bursting nuclei (Figure 2B). An ideal nuclear input will contai.......
Historically, the methods of nuclear isolation for single nucleus RNA- and ATAC-sequencing have utilized buffers containing detergents that are incompatible with liquid chromatography-mass spectrometry (LC-MS), a common technique used for metabolite quantification16,17. The current protocol allows for the combination of transcriptomic and metabolomic techniques from the same sample preparation by using a gentle detergent for cellular fractionation, and following .......
The authors would like to thank the entire team at the Oregon Health Sciences University for taking care of the non-human primate colony and for tissue acquisition. Additionally, Vanderbilt Technologies for Advanced Genomics provided technical expertise and experimental design advice. DTC was supported by an F31 pre-doctoral fellowship from the NIH/NIDK (1F31DK135164). PK was supported by the NIH/NIDDK (1R01DK128187). MG was supported by a VA Merit award (I01 BX005399), the NIH/NIDDK (1R01DK135032, 1R01DK128187), and the JDRF (2-SRA-2024-1455-S-B). Work at the Oregon National Primate Research Center (ONPRC) was supported by P51OD011092 for operational support of the C....
Name | Company | Catalog Number | Comments |
33 G rat brain cannula injector | Protech International | 8IC315IS5SPC | For duct cannulation and pancreas inflation |
Penicillin/Streptomycin | Fisher | 15-140-122 | For RT media |
FBS | Millipore/Sigma | F4135-500ML | For RT media |
RPMI 1640 | Thermo Fisher Scientific | 11-875-135 | For RT media |
Collagenase P | Sigma Aldrich | 11213865001 | For digestion of pancreas |
Bovine Dnase I | Sigma Aldrich | 11284932001 | For RT media and isolation |
Dextrose | Fisher | D16-1 | Final concentration will be 2.8 mM |
Calcium Chloride | Fisher | C4901-500G | Final concentration will be 0.5 mM |
HEPES | Gibco | 15630-080 | Final concentration will be 10 mM |
Bovine Serum Albumin (BSA) Fraction 5 | Research Products International | A30075100 | Final concentration will be 0.5 mg/mL |
Dulbecco's Modified Eagle Medium | Gibco | 11966025 | For handpicking islets |
20x Nuclei Buffer | 10X Genomics | 2000153/2000207 | |
Digitonin (5%) | Thermo Fisher Scientific | BN2006 | Digitonin may need to be warmed to 65 °C to dissolve white precipitate |
MACS SmartStrainers (30 µM) | Miltenyi Biotec | 130-098-458 | |
MACS BSA Stock Solution (10%) | Miltenyi Biotec | 130-091-376 | |
IGEPAL CA-630 | Sigma Aldrich | i8896 | Prepare a 10% stock using MilliQ water |
Trizma Hydrochloride Solution, pH 7.5 | Sigma Aldrich | T2319-1L | |
Sodium Chloride Solution, 5 M | Sigma Aldrich | S6546-1L | |
Magnesium Chloride Solution, 1 M | Sigma Aldrich | M1028-100mL | |
Sigma Protector Rnase inhibitor | Sigma Aldrich | 3335402001 | |
DTT | Research Products International | D11000-5.0 | |
Rnase-Free Disposable Pellet Pestles | Fisher Scientific | 12-141-368 | |
Tween 20 | Fisher Bioreagents | BP337-500 | Prepare a 20% stock using MilliQ water |
Nuclease-Free Water | Promega | PR-P1193 | |
DNA LoBind Tubes (5 mL) | Eppendorf | 30108310 | |
Cryovials (1.5 mL) | VWR | 20170-225 | |
Posi-Click Tubes (0.6 mL) | Denville | C-2177 | |
Trypan Blue (0.4%) | Thermo Fisher Scientific | T-10282 | |
Dual-Chamber Cell Counting Slides | Bio-Rad | 1450011 | |
MiiliQ Ultrapure Water System | Millipore/Sigma | 7003/05/10/15 | |
5 kDa cut-off filter | HMT Metabolome Technologies | ||
Internal Standards | HMT Metabolome Technologies | ||
P10, P20, P200, and P1000 Pipettes | Eppendorf | 2231000602 | |
Pipette Tips, 10 µL | VWR | 76322-528 | |
Pipette Tips, 1000 µL | Thermo Fisher Scientific | 21-236-2A | |
Pipette Tips, 20 µL | Genesee Scientific | 23-404 | |
Pipette Tips, 200 µL | USA Scientific | 1120-8810 | |
Phase Contrast Microscope | Olympus | BX41-PH-B | |
Countess II Automated Cell Counter | Thermo Fisher Scientific | AMQAX1000 | |
DPBS (1x) | Gibco | 14190-144 | |
Allegra X-30R Centrifuge | Beckman-Coulter | B06315 | |
RNase-ZAP | Sigma Aldrich | R2020 |
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