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http://www.codons.org/calc.html

Software tool for calculating and comparing synonymous codon usage and its impact on protein folding. Used to harmonize codon usage frequencies for heterologous gene expression. Codon usage calculator that evaluates relative usage frequencies of synonymous codons used to encode protein sequence of interest and compares these results to rigorous null mode.Evaluates synonymous codon usage patterns for any coding sequence from any fully sequenced genome.

Proper citation: %MinMax (RRID:SCR_022268) Copy   

•   Source: SciCrunch Registry

http://hub.docker.com/r/marchalc/hicres/

Software pipeline to estimate and predict genomic resolution of Hi-C libraries. Used for estimating and predicting HiC library resolution.

Proper citation: HiCRes (RRID:SCR_022319) Copy   

•   Source: SciCrunch Registry

https://github.com/FRED-2/OptiType

Software tool for precision HLA typing from next generation sequencing data.

Proper citation: OptiType (RRID:SCR_022279) Copy   

•   Source: SciCrunch Registry

https://www.med.upenn.edu/ifi/cytofservicecenter.html

CyTOF�enables multi-parametric high-dimensional single�cell analysis�of more than 40 markers per cell, with�minimal background and compensation�issues.�Core�offers variety of�CyTOF-related services including�reagent distribution, consultation,�antibody conjugation, and data acquisition.�

Proper citation: University of Pennsylvania Perelman School of Medicine IFI CyTOF Service Center Core Facility (RRID:SCR_022410) Copy   

•   Source: SciCrunch Registry

https://github.com/B-UMMI/LMAS

Automated workflow enabling benchmarking of traditional and metagenomic prokaryotic de novo assembly software using defined mock communities. Results are presented in interactive HTML report where selected global and reference specific performance metrics can be explored.

Proper citation: LMAS (RRID:SCR_022251) Copy   

•   Source: SciCrunch Registry

https://github.com/bpucker/KIPEs

Software tool as automatic approach for identification of players in biosynthesis pathway. Used for automatic annotation of flavonoid biosynthesis steps in new transcriptome of genome sequence assembly. Various enzymes of entire metabolic networks can be identified if sufficient knowledge about functionally relevant amino acids is available.Combines comprehensive sequence similarity analyses with inspection of functionally relevant amino acid residues and domains in subjected peptide sequences.

Proper citation: Knowledge based Identification of Pathway Enzymes (RRID:SCR_022370) Copy   

•   Source: SciCrunch Registry

https://ptc.bocsci.com/services/protac-diastereomer-design-negative-control.html

Service to design PROTAC diastereomer to meet new drug discovery goals.

Proper citation: BOC Sciences PROTAC diastereomer Design negative control Service Resource (RRID:SCR_022249) Copy   

•   Source: SciCrunch Registry

https://ptc.bocsci.com/services/protac-design-based-on-bioinformatics.html

Provides PROTAC design based on bioinformatics services to customers to meet new drug discovery goals. Used for analysis of large scale multi group data to discover potential drug targets based on biological network characteristics, multi gene chip, proteome, metabolome data.

Proper citation: BOC Sciences PROTAC Design based on Bioinformatics (RRID:SCR_022248) Copy   

•   Source: SciCrunch Registry

https://commons.cri.uchicago.edu/pcdc/

PCDC brings together clinical, genomic, and imaging data from institutions around the world to transform pediatric cancer research and outcomes. Headquartered at University of Chicago, PCDC works with international leaders in pediatric cancers and National Cancer Institute to develop and apply uniform data standards that facilitate collection, combination, and analysis of data from many different sources. PCDC Consortium developes common core data dictionary and common governance structure spanning pediatric cancers neuroblastoma, soft tissue sarcoma, acute myeloid leukemia, acute lymphoblastic leukemia, germ cell tumors, bone tumors, and Hodgkin lymphoma to enable innovative cross disease research as well as set standard for future cancer data commons endeavors.

Proper citation: Pediatric Cancer Data Commons (RRID:SCR_022369) Copy   

•   Source: SciCrunch Registry

https://ptc.bocsci.com/services/linker-design-and-optimization-services.html

Provides Linker Design and Optimization services to meet new drug discovery goals.

Proper citation: BOC Sciences Linker Design and Optimization Services Service Resource (RRID:SCR_022247) Copy   

•   Source: SciCrunch Registry

https://bioconductor.org/packages/release/bioc/html/multiHiCcompare.html

Software package for removing biases across multiple Hi-C datasets. Properly handles Hi-C-specific decay of chromatin interaction frequencies with increasing distance between interacting regions.

Proper citation: multiHiCcompare (RRID:SCR_022368) Copy   

•   Source: SciCrunch Registry

http://sanger-pathogens.github.io/snp-sites/

Software tool to find SNP sites from multi-FASTA alignment file. Can output results in multiple formats for downstream analysis.

Proper citation: SNP-sites (RRID:SCR_022265) Copy   

•   Source: SciCrunch Registry

https://www.zeiss.com/microscopy/us/products/confocal-microscopes/lsm-900-with-airyscan-2.html

Laser scanning confocal microscope for multiplex imaging and analysis., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.

Proper citation: Zeiss: LSM 900 with Airyscan 2 (RRID:SCR_022263) Copy   

•   Source: SciCrunch Registry

https://raw.githubusercontent.com/SciCrunch/RRID-Instruments/refs/heads/main/PDF/SCR_022262.pdf

System for efficient transfection of a variety of hard-to transfect cell lines and primary cells. Using certified aluminium electrode cuvettes this single cuvette system is capable of transfecting various substrates in a low throughput format.

Proper citation: Lonza: Nucleofector 2b Device (RRID:SCR_022262) Copy   

•   Source: SciCrunch Registry

https://pmbb.med.upenn.edu/

BioBank supports researchers by providing centralized access to large number of annotated blood and tissue samples.

Proper citation: University of Pennsylvania Perelman School of Medicine Penn Medicine BioBank Core Facility (RRID:SCR_022415) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/ezcalcium/

Software package for MATLAB that makes motion correction, segmentation, signal extraction and dimension reduction, analysis, and visualization of calcium imaging data easy to implement. Open source toolbox for analysis of calcium imaging data.

Proper citation: EZcalcium (RRID:SCR_022354) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/guppy/

Software Python toolbox that makes fiber photometry data analysis intuitive and light on programming.Used to measure neural activity of freely behaving animals.

Proper citation: GuPPy (RRID:SCR_022353) Copy   

•   Source: SciCrunch Registry

https://github.com/crtwomey/paws

Statistical software platform for automated scoring of pain in mice.Software R package takes paw trajectory data in response to stimulus and provides automated scoring of pain.

Proper citation: Pain Assessment at Withdrawal Speeds (RRID:SCR_022350) Copy   

•   Source: SciCrunch Registry

https://edspace.american.edu/openbehavior/project/neuroethology-tools/

Software Python pipeline for automated detection, pose estimation, and behavior classification in socially interacting mice.Used for pose estimation and behavior quantification in pairs of freely behaving mice.

Proper citation: Mouse Action Recognition System (RRID:SCR_022347) Copy   

•   Source: SciCrunch Registry

https://www.microbialtec.com/pelodictyon-cultivation.html

Service for Pelodictyon cultivation.

Proper citation: Creative Biogene Pelodictyon Cultivation Service Resource (RRID:SCR_022244) Copy   

•   Source: SciCrunch Registry