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In This Article

  • Summary
  • Abstract
  • Introduction
  • Protocol
  • Representative Results
  • Discussion
  • Acknowledgements
  • Materials
  • References
  • Reprints and Permissions

Summary

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.

Abstract

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.

Introduction

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, ....

Protocol

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.......

Representative Results

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.......

Discussion

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 .......

Acknowledgements

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....

Materials

NameCompanyCatalog NumberComments
33 G rat brain cannula injectorProtech International8IC315IS5SPCFor duct cannulation and pancreas inflation
Penicillin/StreptomycinFisher15-140-122For RT media
FBSMillipore/SigmaF4135-500MLFor RT media
RPMI 1640Thermo Fisher Scientific11-875-135For RT media
Collagenase PSigma Aldrich11213865001For digestion of pancreas
Bovine Dnase ISigma Aldrich11284932001For RT media and isolation
DextroseFisherD16-1Final concentration will be 2.8 mM
Calcium ChlorideFisherC4901-500GFinal concentration will be 0.5 mM
HEPESGibco15630-080Final concentration will be 10 mM
Bovine Serum Albumin (BSA) Fraction 5Research Products InternationalA30075100Final concentration will be 0.5 mg/mL
Dulbecco's Modified Eagle MediumGibco11966025For handpicking islets
20x Nuclei Buffer10X Genomics2000153/2000207
Digitonin (5%)Thermo Fisher ScientificBN2006Digitonin may need to be warmed to 65 °C to dissolve white precipitate
MACS SmartStrainers (30 µM)Miltenyi Biotec130-098-458
MACS BSA Stock Solution (10%)Miltenyi Biotec130-091-376
IGEPAL CA-630Sigma Aldrichi8896Prepare a 10% stock using MilliQ water
Trizma Hydrochloride Solution, pH 7.5Sigma AldrichT2319-1L
Sodium Chloride Solution, 5 MSigma AldrichS6546-1L
Magnesium Chloride Solution, 1 MSigma AldrichM1028-100mL
Sigma Protector Rnase inhibitorSigma Aldrich3335402001
DTTResearch Products InternationalD11000-5.0
Rnase-Free Disposable Pellet PestlesFisher Scientific12-141-368
Tween 20Fisher BioreagentsBP337-500Prepare a 20% stock using MilliQ water
Nuclease-Free WaterPromegaPR-P1193
DNA LoBind Tubes (5 mL)Eppendorf30108310
Cryovials (1.5 mL)VWR20170-225
Posi-Click Tubes (0.6 mL)DenvilleC-2177
Trypan Blue (0.4%)Thermo Fisher ScientificT-10282
Dual-Chamber Cell Counting SlidesBio-Rad1450011
MiiliQ Ultrapure Water SystemMillipore/Sigma7003/05/10/15
5 kDa cut-off filterHMT Metabolome Technologies
Internal StandardsHMT Metabolome Technologies
P10, P20, P200, and P1000 PipettesEppendorf2231000602
Pipette Tips, 10 µLVWR76322-528
Pipette Tips, 1000 µLThermo Fisher Scientific21-236-2A
Pipette Tips, 20 µLGenesee Scientific23-404
Pipette Tips, 200 µLUSA Scientific1120-8810
Phase Contrast MicroscopeOlympusBX41-PH-B
Countess II Automated Cell CounterThermo Fisher ScientificAMQAX1000
DPBS (1x) Gibco14190-144
Allegra X-30R CentrifugeBeckman-CoulterB06315
RNase-ZAPSigma AldrichR2020

References

  1. Christensen, A. A., Gannon, M. The beta cell in type 2 diabetes. Curr Diab Rep. 19 (9), 81 (2019).
  2. Elsakr, J. M., Gannon, M. Developmental programming of the pancreatic islet by. Trends Dev Biol. 10, 79-95 (2017).

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