This protocol describes a CRISPR-Cas-mediated, multianalyte synthetic urine biomarker test that enables point-of-care cancer diagnostics through the ex vivo analysis of tumor-associated protease activities.
Creating synthetic biomarkers for the development of precision diagnostics has enabled detection of disease through pathways beyond those used for traditional biofluid measurements. Synthetic biomarkers generally make use of reporters that provide readable signals in the biofluid to reflect the biochemical alterations in the local disease microenvironment during disease incidence and progression. The pharmacokinetic concentration of the reporters and biochemical amplification of the disease signal are paramount to achieving high sensitivity and specificity in a diagnostic test. Here, a cancer diagnostic platform is built using one format of synthetic biomarkers: activity-based nanosensors carrying chemically stabilized DNA reporters that can be liberated by aberrant proteolytic signatures in the tumor microenvironment. Synthetic DNA as a disease reporter affords multiplexing capability through its use as a barcode, allowing for the readout of multiple proteolytic signatures at once. DNA reporters released into the urine are detected using CRISPR nucleases via hybridization with CRISPR RNAs, which in turn produce a fluorescent or colorimetric signal upon enzyme activation. In this protocol, DNA-barcoded, activity-based nanosensors are constructed and their application is exemplified in a preclinical mouse model of metastatic colorectal cancer. This system is highly modifiable according to disease biology and generates multiple disease signals simultaneously, affording a comprehensive understanding of the disease characteristics through a minimally invasive process requiring only nanosensor administration, urine collection, and a paper test which enables point-of-care diagnostics.
Despite the significant effort to identify tumor biomarkers such as shed proteins and DNA, the cancer diagnostic field has been strained by their low abundance or rapid degradation in circulation1. As a complementary strategy, bioengineered synthetic biomarkers that selectively respond to disease features to generate amplified signals represent new avenues towards accurate and accessible diagnostics2,3. To aid detection, these synthetic biomarkers harness tumor-dependent activation mechanisms such as enzymatic amplification to produce analytes with improved signal-to-noise ratio4. Herein, a class of cancer-associated enzymes, proteases, are leveraged to activate injectable nanoscale sensors to release disease reporters detectable from the biofluids such as blood or urine5,6. In light of tumor heterogeneity, developing a panel of protease-activated sensors allows for multianalyte tests that combine different protease cleavage events into a 'disease signature' to assess cancer incidence and progression in a more specific, multiplexed manner.
Protease-activated synthetic biomarkers have been developed that comprise peptide substrates conjugated to the surface of an inert carrier7. When injected in vivo, these peptides are carried to the tumor whereupon enzymatic cleavage by tumor proteases release reporters into blood or urine for detection. Multiplexed detection with protease-activated synthetic biomarkers requires each synthetic biomarker within a cocktail to be labeled with a unique molecular barcode. To this end, various approaches have been developed, including mass barcodes and ligand-encoded reporters8,9,10. As opposed to these methods of multiplexing which may be limited to a few different signal possibilities, DNA barcoding affords many more combinations in accordance with the high complexity and heterogeneity of human disease states. To expand the multiplexity of synthetic biomarkers, the sensors are barcoded by labeling each reporter with a unique DNA sequence for detection via CRISPR-Cas nuclease to amplify the biofluidic signal ex vivo. These single-stranded DNA (ssDNA) barcodes are designed to bind to complementary CRISPR guide RNAs (crRNAs), activating the target-triggered collateral nuclease activity of CRISPR-Cas12a11. This nuclease activity can be employed to cleave a reporter DNA strand detected through fluorescence kinetics or using paper strips.
In addition to molecular amplification via proteases (in vivo) and CRISPR-Cas (ex vivo), another key design feature of protease-activated synthetic biomarkers involves harnessing nanomaterial pharmacokinetics to increase diagnostic signal concentration in biofluids10. One approach is the use of a nanoparticle carrier to increase the circulation time of surface-conjugated peptide substrates. A polyethylene glycol (PEG) dendrimer is selected as a nanocarrier with relatively small hydrodynamic diameter and multivalency to increase delivery to tumors. While small enough to promote tumor delivery, the size of the PEG carrier is larger than the ~5 nm size cut-off of the kidney glomerular filtration barrier so that only cleaved peptide substrates can be cleared into the urine, taking advantage of size filtration by the kidneys12. In this protocol, the multiple-step workflow is outlined for the synthesis and application of DNA-barcoded activity-based nanosensors in a preclinical murine model, highlighting the setup of the CRISPR-Cas-mediated, multianalyte synthetic urine biomarker test, which has been employed by this group to classify disease status in murine models of multiple cancer types13. Owing to the versatile design principle, all three functional components of the nanosensor – the nanocarrier (PEG polymer), the stimuli-responsive module (protease-activated substrate), and the biofluidic reporter (DNA barcode) – can be precisely interchanged according to application-specific needs, allowing for modularity by tailoring the target and release specificities.
All animal studies are approved by the Institutional Animal Care and Use Committee (IACUC) at the authors' institution. Standard animal care facilities including housing chambers, sterile hoods, anesthetization, and ethical endpoint euthanization are required to properly carry out these experiments. All experiments are conducted in compliance with institutional and national guidelines and supervised by the veterinarian staff at the institution. Female BALB/c mice, used for the experiments, are obtained from a commercial source (see Table of Materials) and ranged in age from 6 to 8 weeks at the start of the study. Sequences for custom-synthesized DNA, crRNA, FRET-based peptide substrate probes, and sensor peptides are provided in Supplementary Table 1.
1. Protease-activated peptide substrate selection
2. Sensor formulation and characterization
3. Sensor injection and urine collection
4. CRISPR detection of DNA barcodes: fluorescence-based
5. CRISPR detection of DNA barcodes: paper-based
Nominating protease-activated peptide substrates
To design sensors which will reflect changes in the proteolytic activity of the tissue, protease activity in the tissue is first characterized using a library of peptide probes13 (Figure 1). Fresh and frozen tissue samples can provide substantial information about the proteolytic activity of the tumor microenvironment by combining tissue samples with FRET probes designed to detect substrate cleavage. A library of FRET probes with a FAM fluorophore and a CPQ-2 quencher is incubated with tissue samples. Probes with the greatest difference in cleavage rate between sham tissue and tumor tissue, as measured by fluorescence spectrophotometry, are selected as peptide linkers for use in the in vivo nanosensors (Figure 1A). To better understand the physiology of the tumor environment and effectively compare protease expression profiles to activity profiles, the FRET probes may be incubated with recombinant proteases to associate substrate cleavage with specific protease activity, as demonstrated with two example probes in Figure 1B.
Sensor formulation and characterization
The nanosensors are composed of a polymeric core, peptides, and single-stranded DNA barcodes, as depicted in Figure 2A. The polymeric cores are 40 kDa, PEG dendrimers which act as carriers for up to 8 peptide-DNA conjugates (Figure 2B). The peptides, ~1.4 kDa, connect the core and DNA with an amino acid sequence designed to be cleaved through proteolytic activity. The single-stranded DNA barcode is 20 base pairs in length, ~6.8 kDa, and chemically modified for improved stability in vivo. Following conjugation, the peptide-DNA construct is purified via HPLC, allowing for separation of the conjugated and free constituents (Figure 2C). Mass spectrometry analysis indicates the conjugate has a molecular weight of 8.283 kDa, which is expected given the constituent molecular weights for the peptide and DNA barcode of 1.4 kDa and 6.8 kDa, respectively. The peptide-DNA conjugate is further conjugated to the PEG dendrimer. The resulting sensor is purified using FPLC to remove free peptide-DNA which exhibits a prolonged retention time compared with the PEGylated ones (Figure 2D). The size of the sensor can be characterized via dynamic light scattering and cryogenic transmission electron microscopy, which indicate an increase in diameter following peptide-DNA addition to the core from ~8 nm to ~20 nm (Figure 2B). Variance in particle size may be due to the flexibility of the constituent chains and a variable number of peptide-DNA arms conjugated to each PEG dendrimer.
Preclinical murine disease model
In vivo work to test the sensors involves establishing tumors for 3 weeks in the lungs of BALB/c mice, injecting the nanosensors, and collecting urine 1 h after sensor injection (Figure 3A). A baseline urine sample is also taken prior to tumor inoculation to compare with samples after disease induction. In order to assess the efficacy of the sensor in detecting malignancy, luciferase-expression colorectal cancer cell line MC26 (MC26-Fluc) is injected intravenously, resulting in lung tumor nodules visible in in vivo luminescence imaging. Hematoxylin and eosin staining13 reveals histopathology of the lung tissue from tumor-bearing and sham control mice, respectively, and evidence of tumor formation at 11- and 21-day post-injection, as indicated by black arrows in Figure 3B.
CRISPR activation by chemically stabilized DNA
To optimize Cas12a activation via ssDNA barcodes and complementary crRNA pairing, different oligonucleotide sequences and lengths have been tested. Activation of Cas12a is assessed by measuring the increase in fluorescence over time due to Cas12a cleavage of bystander DNA reporter with a FRET pairing. An increase in cleavage rate is associated with higher concentrations of chemically modified ssDNA barcode, as shown with a representative crRNA/barcode pair (Figure 4B). Importantly, a linear relationship between concentration and activation, as displayed in Figure 4B, enables the readout to be reflective of DNA barcode presence in the urine and indirectly reflective of proteolytic activity in vivo. Further, multiple different crRNA sequences, as detailed in Supplementary Table 1, can be used for Cas12a activation, which is critical for enabling multiplexing. DNA activators have been selected for the construction of in vivo sensors based on their similarity in assay performance. The chemically modified ssDNA which is critical for in vivo stability of the synthetic biomarker demonstrated Cas12a activation, in comparison with unmodified dsDNA and ssDNA (Figure 4C).
Multiplexed urinary detection of chemically stabilized DNA barcodes
Multiple crRNA-modified single-stranded DNA (ssDNA) activator pairs have been verified for their orthogonality between different sequences. This allows for simultaneous readout in multiple well assays, as depicted in Figure 5A. Additionally, modified DNA molecules in unprocessed urine can be detected using a colorimetric readout on lateral-flow paper strips, as shown in Figure 5B. The presence of the leading 'sample band' indicates the release of detectable FAM through reporter cleavage after Cas12a is triggered by the urinary DNA. When Cas12a is activated by the DNA activator in mouse urine, it cleaves the fluorescein (FAM)-biotin-paired oligonucleotide reporter, releasing the FAM molecule, which is then detectable on the 'sample band'. Uncleaved reporters are captured on the 'control band' due to the binding of biotin to streptavidin. Nanosensors are selected for in vivo experiments and constructed using protease-activatable peptides and distinct DNA barcodes. Peptides are nominated through ex vivo tissue profiling (Figure 1A) and DNA barcodes are selected based on similar Cas12a activation (Figure 4B).
Figure 1: Identification of peptide substrates activated by dysregulated proteases in colorectal cancer for sensor construction. (A) FRET-paired peptide substrates, each consisting of a peptide sequence flanked by a FAM fluorophore and a CPQ-2 quencher, are screened against recombinant proteolytic enzymes or tissue homogenates. (B) Representative protease cleavage kinetics of FRET-paired peptide substrates (Probe 1 & 2). The figure is adapted from Hao et al.13. Please click here to view a larger version of this figure.
Figure 2: Characterization of DNA-barcoded activity-based nanosensor with a polymeric PEG core. (A) DNA-barcoded nanosensors comprise polymeric nanocarrier (8-arm PEG) functionalized with protease-activated peptides barcoded with oligonucleotides. (B) Dynamic light scattering analysis shows an increase of particle size from 8.3 nm (PEG core only) and 13 nm (functionalized sensor). (C) HPLC purification of peptide-DNA conjugate. The conjugate is analyzed in mass spectrometry and shows expected molecular weight. (D) FPLC purification of the sensor shows separation of functionalized sensor and unbounded peptide-DNA conjugate. The figure is adapted from Hao et al.13. Please click here to view a larger version of this figure.
Figure 3: In vivo disease induction and sensor utilization. (A) Timeline of longitudinal tumor monitoring with nanosensor at different time points over tumor development. (B) Histological lung staining of BALB/c mice bearing CRC lung tumors at 11- and 21-day after tumor inoculation and saline-injected Sham control mice. Scale bar = 200 µm. Organs were fixed, embedded in paraffin, and stained with hematoxylin and eosin. The study was done with n = 3 mice per time point and images from a representative animal are shown. Arrows indicate tumor nodules in the lung. The figure is adapted from Hao et al.13. Please click here to view a larger version of this figure.
Figure 4: Cas12a activation by chemically stabilized DNA activators. (A) Activation of Cas12a by a representative ssDNA barcode through binding with complementary crRNA results in trans-cleavage of bystander DNA in a dose-dependent manner, as measured by fluorescence intensity via spectrophotometer. (B) The initial reaction velocity (V0) is determined from the slope of the curve at the beginning of a reaction in (A) and plotted to determine the linear range of assay performance. (C) Cas12a activation by double-stranded, single-stranded, and chemically-modified DNA activators. The figure is adapted from Hao et al.13. Please click here to view a larger version of this figure.
Figure 5: Multiplexed CRISPR-Cas12-mediated DNA barcode readout with two detection options. (A) Trans-cleavage rates of Cas12a upon activation of different modified ssDNA activator-crRNA pairs are determined in the Cas12a fluorescent cleavage assay. Assays are performed with urine samples collected from mice injected with 1 nmol of modified ssDNA activator after 1 h of i.v. administration. The figure is adapted from Hao et al.13. (B) Paper readout of urine sample-activated Cas12a with colorimetric changes appear at different locations of the paper strip. The top band is from cleaved FAM DNA reporter and the bottom band is from uncleaved FAM-biotin reporter. Please click here to view a larger version of this figure.
Supplementary Figure 1: Urine collection chamber to place over a 96-well plate. Mouse is temporarily placed inside the cylinder for urination into the 96-well plate. Please click here to download this File.
Supplementary Table 1: Oligo and peptide sequences for sensor formulation and CRISPR assay. Please click here to download this File.
Supplementary Table 2: Reagents for fluorescence-based and paper-based Cas12a and urine sample reaction. Please click here to download this File.
Supplementary Table 3: Reagents of reporter reaction for fluorescence-based CRISPR detection. Please click here to download this File.
Supplementary Table 4: Reagents of reporter reaction for paper-based CRISPR detection. Please click here to download this File.
Presented here is a highly customizable platform for multiplexed cancer detection with a portable urine test that assesses disease-associated proteolytic activity using a minimally invasive injected sensor. When activated by tumor proteases, peptide substrate cleavage is amplified via DNA barcode release into the urine. The synthetic DNA reporters in a urine sample can be read out by a secondary CRISPR-Cas-mediated enzymatic amplification using fluorometric detection or a simple paper-based test. DNA barcoding is an attractive method for labeling synthetic biomarkers to afford multiplexity. Improving the stability of the DNA barcodes through chemical modification is imperative to maintaining nanosensor stability in vivo. Specifically, DNA barcode detection via CRISPR-Cas12a can be activated using fully phosphorothioate-modified DNA barcodes with a stabilized backbone. The chemical modification reduces the speed of CRISPR-Cas12a activation relative to its native DNA counterpart, however, due to its increased stability. Further, inserting terminal modifications to the crRNA or testing different modified oligonucleotides in the DNA barcodes may further increase the sensitivity of the CRISPR-mediated DNA barcode detection15, thereby improving the limit of detection (LOD) of cancer diagnostics.
In addition to molecular amplification, another key strategy to attain the LOD required for early cancer detection involves taking advantage of size filtration by the kidneys to concentrate the synthetic DNA reporters in urine. To this end, it is critical to optimize the size of the DNA barcodes. 20-mer crRNA-complementary DNAs exhibited optimal CRISPR-Cas12a-mediated DNA barcode readout from the urine samples. This optimal length may differ when applied to different CRISPR nucleases or preclinical animal models.
To maintain the reproducibility of this detection system, it is important to conduct a thorough characterization of the injectable nanosensors to minimize batch-to-batch variation. Variation in the number of peptide-DNA conjugates per core will alter the amount of DNA barcodes released into the urine and therefore affect the final readout. Similarly, careful injection of the sensor intravenously will help consistency in sensor dosing. In order to ensure appropriate urine collection of at least 50 µL of urine volume from each animal at a given time point, maintaining tumor-bearing animal hydration is critical. This can be supported by keeping the mice on non-wetting water gel or injecting PBS subcutaneously one hour prior to urine collection16.
Timing of the urine collection and duration of CRISPR-Cas-mediated DNA barcode readout are critical factors for assay consistency. Barcodes in circulation undergo characteristic single-exponential concentration decay after intravenous injection and size-dependent renal filtration from the blood, peaking 1 h after administration in mouse models13. This time point may vary in a different animal model. For the two readout formats of CRISPR-Cas activation assays (fluorescent vs. paper-based lateral flow assay), it is important to track the fluorescence-based kinetics prior to the lateral flow, allowing for the optimal end-point to read the CRISPR-Cas cleavage product.
This approach is advantageous due to the incorporation of dual signal amplification steps from proteolytic and CRISPR-Cas-mediated enzymatic activation, and the multiplexing capability to capture the complexity of disease. Expanding the multiplexity of the sensors will necessitate careful material dosing as well as expanding the throughput of the readout to maintain portability and ease of use. This strategy requires a thorough characterization of protease activity in multiple models and the specificity of the proteolytic profile toward a particular disease, or disease stage. Further, while sensor injection is less invasive than many of the diagnostic alternatives such as biopsy, intravenous injection may rely on trained phlebotomists for sensor administration, potentially limiting the use case to disease monitoring rather than initial detection in a clinical setting. In addition to systemic injection, the DNA-barcoded nanosensors can be further engineered with formulations that can be applied via noninvasive oral, inhaled and topical delivery, to allow for portable disease detection and easy self-monitoring of disease progression and therapy assessment.
The authors have nothing to disclose.
This study was supported in part by a Koch Institute Support Grant number P30-CA14051 from the National Cancer Institute (Swanson Biotechnology Center), a Core Center Grant P30-ES002109 from the National Institute of Environmental Health Sciences, the Koch Institute's Marble Center for Cancer Nanomedicine, the Koch Institute Frontier Research Program via the Kathy and Curt Marble Cancer Research Fund, and the Virginia and D. K. Ludwig Fund for Cancer Research. A.E.V.H. is supported by an NIH-funded predoctoral training fellowship (T32GM130546). S.N.B. is a Howard Hughes Medical Institute Investigator. L.H. is supported by a K99/R00 Pathway to Independence Award from the National Cancer Institute and the startup funding from Boston University.
10x NEB Buffer 2.1 | New England Biolabs | B6002SVIAL | |
20-mer phosphorothioated DNA reporters with 3’-DBCO group | IDT | Custom DNA | |
Agilent 1100 High Performance Liquid Chromatography system with Vydac 214TP510 C4 column | Agilent | HPLC | |
ÄKTA fast protein liquid chromatography (FPLC) | GE Healthcare | FPLC | |
Amicon ultracentrifuge tubes (MWCO = 10 kDa) | EMD millipore | Various volumes available | |
Azide-terminated PAPs with C-terminus cysteine | CPC Scientific | Custom peptide | |
crRNAs | IDT | See Supplementary Table 1 | |
Cryogenic transmission electron microscopy | JEM-2100F | JEOL | cyroTEM |
Cysteine terminated DNA-peptide conjugates | CPC Scientific | Custom peptide | |
Dynamic light scattering (DLS) | DLS | ||
EnGen LbaCas12a (Cpf1), 100 µM | New England Biolabs | M0653T | |
Experimental animals | Taconic Biosciences | BALB/cAnNTac | 6–8 weeks of age |
gentleMACS C tubes | Miltenyi Biotec | 130-093-237 | tissue homogenization |
HybriDetect Universal Lateral Flow Assay Kit | Miltenyi Biotec | MGHD 1 | |
Matrix-assisted laser desorption/ionization–time of flight (MALDI–TOF) mass spectrometry | Bruker | Microflex MALDI–TOF | |
MC26-Fluc cell line | Kenneth K. Tanabe Laboratory, Massachusetts General Hospital | ||
multivalent PEG (40 kDA, 8-arm) with maleimide-reactive group | JenKem | A10020-1 / 8ARM(TP)-MAL-40K,1 g | |
Python, Version 3.9 | https://www.python.org/ | ||
Quant-iT OliGreen ssDNA Assay Kit and Quant-iT OliGreen ssDNA Reagent | Invitrogen | O11492 | ssDNA assay kit |
ssDNA FAM-T10-Quencher and FAM-T10-Biotin reporter substrates | IDT | Custom DNA | |
Superdex 200 Increase 10/300 GL column | GE Healthcare | GE28-9909-44 | For FPLC |
Tecan Infinite Pro M200 plate reader | Tecan | ||
ThermoFisher Pierce BCA Protein Assay Kit | ThermoFisher Scientific | 23225 |