Resources

Code & Tools

Here you will find image processing code and tools of pre-clinical and patient data

Image Datasets 

Preclinical & clinical examples of in vivo animal and human hyperpolarized MRI data 

Phantoms

Programs and manuals needed to run phantoms on a variety of instruments

SOP Directory

Protocols on animal models, correlative biology, imaging, and processing

 

External Resource Links

Other useful links for HP C-13 Co-clinical Research

 

Code & Tools

HP MRI ToolBox

Description: The goal of this toolbox is to provide research-level and prototyping software tools for hyperpolarized MRI experiments. It is currently based on MATLAB code, and includes code for designing radiofrequency (RF) pulses, readout gradients, and data reconstruction. As part of this source code repository you can also become a contributor to project and add any code of your own or fix/improve the current software.

Reference: Larson, P. E. Z. et al. LarsonLab/Hyperpolarized-Mri-Toolbox: V1.2. Zenodo, 2018. DOI: 10.5281/zenodo.1198915

Resource Type: Tool
Hosting Site: GitHub
Access: HP MRI Tool Box Link
Applicable Research Areas: 
Preclinical & Human Research


Inputless Unidirectional kPL Modeling

Description: This code can be used in bioreactor kinetic analysis for inputless unidirectional kPL modeling.

Preclinical Reference: Ahamed F, Van Criekinge M, Wang ZJ, Kurhanewicz J, Larson P, Sriram R. Modeling hyperpolarized lactate signal dynamics in cells, patient-derived tissue slice cultures and murine models. NMR Biomed. 2021 Jan 07; e4467. doi:10.1002/nbm.4467. Publication Link

Clinical Reference: Larson PEZ, Chen HY, Gordon JW, Korn N, Maidens J, Arcak M, Tang S, van Criekinge M, Carvajal L, Mammoli D, Bok R, Aggarwal R, Ferrone M, Slater JB, Nelson SJ, Kurhanewicz J, Vigneron DB. Investigation of analysis methods for hyperpolarized 13C-pyruvate metabolic MRI in prostate cancer patients. NMR Biomed. 2018; 31(11): e3997. PMCID: PMC6392436. Publication Link

Resource Type: Code
Hosting Site: GitHub
Access:
Link for PRECLINICAL kPL Modeling
Link for CLINICAL kPL Modeling

Applicable Research Areas: 
Preclinical & Human Research


SIVIC Open Source Framework

Description: SIVIC is an open-source, standards-based software framework and application suite for processing and visualization of DICOM MR Spectroscopy data. Through the use of DICOM, SIVIC aims to facilitate the application of MRS in medical imaging studies.

Additional useful links for implementing the SIVIC software:

Resource Type: Tool
Hosting Site: Sourceforge
Access:
Download SIVIC Software 


Applicable Research Areas: 
Preclinical & Human Research


2D SPSP EPI Pulse Sequence Programs 

Description: We have the 2D SPSP EPI sequence available through Github, please email [email protected]

Resource Type: Tool
Hosting Site: GitHub
Access: email [email protected]
Applicable Research Areas: 
Preclinical & Human Research


Spectral Spatial RF Pulse Design Tool Box

Description: Spectral-Spatial RF Pulse Design for MRI and MRSI MATLAB Package Originally Written by: Adam B. Kerr and Peder E. Z. Larson. This package includes Matlab functions to design spectral-spatial RF pulses (also known as spatial-spectral RF pulses) for application to magnetic resonance spectroscopy and imaging.

This resource is an update to the bbEPI demo notebook and new 7T spectral spatial example.

Design Method References: 

  • Kerr, A.B., Larson,P. E., Lustig, M., Cunningham, C. H., Chen, A. P., Vigneron, D. B., and Pauly, J. M. Multiband spectral-spatial design for high-field and hyperpolarized C-13 applications. In Proceedings of the 16th Annual Meeting of ISMRM (Toronto, 2008), p. 226.
  • Larson PE, Kerr AB, Chen AP, Lustig MS, Zierhut ML, Hu S, Cunningham CH, Pauly JM, Kurhanewicz J, Vigneron DB. Multiband excitation pulses for hyperpolarized 13C dynamic chemical-shift imaging. J Magn Reson. 2008 Sep;194(1):121-7. doi: 10.1016/j.jmr.2008.06.010. PMCID: PMC3739981. Publication Link

Resource Type: Tool
Hosting Site: GitHub
Access: Link for SPSP ToolBox 
Applicable Research Areas: 
Preclinical & Human Research


Image Datasets

2D CSI - Example Data Set

Description: This is an example 2D CSI Data Set. For any questions please email [email protected]

Resource Type: Data Set
Hosting Site: BOX
Access: 2D CSI Example Data Set
Applicable Research Areas: 
Preclinical 


Phantoms 

8M Urea Phantom Recipe

Description: This phantom recipe is courtesy of Ralph Hurd (GE Healthcare) and uses single-labeled C-13 Urea (with natural abundance N-14).

Resource Type: Recipe
Hosting Site: BOX
Access: 8M Urea Phantom Recipie
Applicable Research Areas: 
Preclinical 


SOP Directory 

Animal Model Protocols

 

Bone Decalcification Protocol: This protocol describes the steps required for successful decalcification.  Decalcification describes the technique for removing minerals from bone or other calcified tissue so that good-quality paraffin sections can be prepared that will preserve all the essential microscopic elements.  Decalcification is carried out after the specimen has been thoroughly fixed and prior to routine processing to paraffin.

Resource Type: Protocol
Hosting Site: protocols.io
Access: Bone Decalcification Protocol
Applicable Research Areas: 
Preclinical Research


Intratibial Implantation of Tumor Cells: This protocol describes the steps required for a successful implantation of small-cell neuroendocrine prostate cancer PDX cells in the bone tibia. Bone is one of the most common sites for development of metastatic prostate cancer and its study is important for evaluating the tumor characteristics and response to therapy.

Resource Type: Protocol
Hosting Site: protocols.io
Access: Intratibial Implantation Protocol
Applicable Research Areas: 
Preclinical Research

 

Intrahepatic Implantation of Tumor Cells: This protocol describes the steps required for a successful implantation of small-cell neuroendocrine prostate cancer PDX cells in the liver. Liver is one of the most common sites for development of metastatic prostate cancer and its study is important for evaluating the tumor characteristics and response to therapy.

Resource Type: Protocol
Hosting Site: protocols.io
Access: Intrahepatic Protocol
Applicable Research Areas: 
Preclinical Research


 

Single Cell Digestion of Tumor Tissue: The purpose of this protocol is to provide details on how to obtain a single-cell suspension from a primary human tumor. 

Resource Type: Protocol
Hosting Site: protocols.io
Access: Single Cell Protocol
Applicable Research Areas: 
Preclinical Research

STR profile of Prostate cancer PDX lines: The protocols for the cell lines LTL610, LTL545, LTL352 and LTL331 are available upon request. Please email [email protected] with your name, title, institution information and brief project description.

Resource Type: Protocol
Hosting Site: protocols.io
Access: email [email protected]
Applicable Research Areas: 
Preclinical Research

Sub-renal Capsule (SRC) Implantation of Tumor Tissue: This protocol describes the steps required for successful implantation of tumor sections under the sub renal capsule. The sub-renal capsule is an optimum site for the propagation of tumor tissue as it provides an environment rich with blood vessels and growth factors. 

Resource Type: Protocol
Hosting Site: protocols.io
Access: Sub-Renal Protocol
Applicable Research Areas: 
Preclinical Research


Correlative Biology Protocols

Total Lactate Dehydrogenase (LDH) Calorimetric Enzyme Activity Measurement: Lactate Dehydrogenase is a key cytoplasmic enzyme that confers the observed Warburg effect in tumors. Its a tetrameric protein composed of combinations of one or two isomers. This protein catalyzes the reversible reaction pyruvate to lactate. This reaction is monitored spectrophotometrically by observing the reduction in absorbance of NADH (which is maximal at 420nm) as pyruvate is converted to lactate. This protocol, details the steps involved in such a calorimetric assay of cells and tissues.

Resource Type: Protocol
Hosting Site: protocols.io
Access: LDH Protocol
Applicable Research Areas: 
Preclinical Research


Imaging Protocols

Pyruvate Preparation for Dissolution DNP: This document goes over the Formulation of Carbon-13 Labeled Pyruvate for Dissolution-DNP. The protocol includes the following: Glassing and High Compound Concentration; Trityl Radical Storage, Measuring T1 and polarization levels in VNMRJ, Quality Assurance (QA) Procedure for HP Formulations using Hypersense

Resource: Recipe / Protocol
Hosting Site: protocols.io
Access: Pyruvate Prep Protocol
Applicable Research Areas: 
Preclinical 


Processing Protocols

Bruker HP 13C 2D CSI Data Processing Pipeline: This document goes over the Bruker SIVIC pipeline for processing 2D CSI data. Topic areas include: processing overview, data acquisition and the data processing pipeline (preparing spectra for SIVIC, denoising, metabolite maps, SNR map, ratio maps and kinetic maps).

Resource Type: Workshop Presentation
Format: PDF
Applicable Research Areas: 
Preclinical & Human Research


2D CSI Binary Files & Reordering Scripts: This folder contains the Centric Encoding and Linear Encoding files for 2D CSI. Please read the "READ ME Processing C-13 2D CSI Data on SIVIC File" in this folder to implement these files and scripts.

Resource Type: Tool
Hosting Site: BOX
Access: 2D CSI Binary Files & Script Download
Applicable Research Areas: 
Preclinical & Human Research

 

 Other Useful Resource Links

STAR Protocols: Metabolic imaging with hyperpolarized [1-13C] pyruvate in patient-derived preclinical mouse models of breast cancer: 13C nuclear spin hyperpolarization can increase the sensitivity of detection in an MRI experiment by more than 10,000-fold. 13C magnetic resonance spectroscopic imaging (MRSI) of hyperpolarized 13C label exchange between injected [1-13C]pyruvate and the endogenous tumor lactate pool can be used clinically to assess tumor grade and response to treatment. This externally hosted STAR Protocol lists an an experimental protocol for using this technique in patient-derived and established cell line xenograft models of breast cancer in the mouse. All credts to Ros et.al.  https://doi.org/10.1016/j.xpro.2021.100608

Resource Type: Protocols
Hosting Site: External Site
Access: Link to STAR Protocols
Applicable Research Areas: 
Preclinical & Human Research