diff --git a/assets/engineering-success/ES1.png b/assets/engineering-success/ES1.png
new file mode 100644
index 00000000..065cc0cb
Binary files /dev/null and b/assets/engineering-success/ES1.png differ
diff --git a/assets/engineering-success/ES10.png b/assets/engineering-success/ES10.png
new file mode 100644
index 00000000..4b39f099
Binary files /dev/null and b/assets/engineering-success/ES10.png differ
diff --git a/assets/engineering-success/ES11.png b/assets/engineering-success/ES11.png
new file mode 100644
index 00000000..ff9462d3
Binary files /dev/null and b/assets/engineering-success/ES11.png differ
diff --git a/assets/engineering-success/ES12.png b/assets/engineering-success/ES12.png
new file mode 100644
index 00000000..30a40eab
Binary files /dev/null and b/assets/engineering-success/ES12.png differ
diff --git a/assets/engineering-success/ES13.png b/assets/engineering-success/ES13.png
new file mode 100644
index 00000000..e9ba515b
Binary files /dev/null and b/assets/engineering-success/ES13.png differ
diff --git a/assets/engineering-success/ES14.png b/assets/engineering-success/ES14.png
new file mode 100644
index 00000000..8484eccf
Binary files /dev/null and b/assets/engineering-success/ES14.png differ
diff --git a/assets/engineering-success/ES15.png b/assets/engineering-success/ES15.png
new file mode 100644
index 00000000..b4a012b2
Binary files /dev/null and b/assets/engineering-success/ES15.png differ
diff --git a/assets/engineering-success/ES16.png b/assets/engineering-success/ES16.png
new file mode 100644
index 00000000..1b8a0f7d
Binary files /dev/null and b/assets/engineering-success/ES16.png differ
diff --git a/assets/engineering-success/ES17.png b/assets/engineering-success/ES17.png
new file mode 100644
index 00000000..36acd577
Binary files /dev/null and b/assets/engineering-success/ES17.png differ
diff --git a/assets/engineering-success/ES2.png b/assets/engineering-success/ES2.png
new file mode 100644
index 00000000..6ea9d4f7
Binary files /dev/null and b/assets/engineering-success/ES2.png differ
diff --git a/assets/engineering-success/ES3.png b/assets/engineering-success/ES3.png
new file mode 100644
index 00000000..edb916b0
Binary files /dev/null and b/assets/engineering-success/ES3.png differ
diff --git a/assets/engineering-success/ES4.png b/assets/engineering-success/ES4.png
new file mode 100644
index 00000000..32567fb0
Binary files /dev/null and b/assets/engineering-success/ES4.png differ
diff --git a/assets/engineering-success/ES5.png b/assets/engineering-success/ES5.png
new file mode 100644
index 00000000..013d5eb8
Binary files /dev/null and b/assets/engineering-success/ES5.png differ
diff --git a/assets/engineering-success/ES6.png b/assets/engineering-success/ES6.png
new file mode 100644
index 00000000..6cefaf7b
Binary files /dev/null and b/assets/engineering-success/ES6.png differ
diff --git a/assets/engineering-success/ES7.png b/assets/engineering-success/ES7.png
new file mode 100644
index 00000000..ecf98ec3
Binary files /dev/null and b/assets/engineering-success/ES7.png differ
diff --git a/assets/engineering-success/ES8.png b/assets/engineering-success/ES8.png
new file mode 100644
index 00000000..bf8b49b5
Binary files /dev/null and b/assets/engineering-success/ES8.png differ
diff --git a/assets/engineering-success/ES9.png b/assets/engineering-success/ES9.png
new file mode 100644
index 00000000..e3ad4439
Binary files /dev/null and b/assets/engineering-success/ES9.png differ
diff --git a/assets/fonts/Inter-Italic-VariableFont_opsz,wght.woff2 b/assets/fonts/Inter-Italic-VariableFont_opsz,wght.woff2
new file mode 100644
index 00000000..a9783a34
Binary files /dev/null and b/assets/fonts/Inter-Italic-VariableFont_opsz,wght.woff2 differ
diff --git a/assets/fonts/Inter-VariableFont_opsz,wght.woff2 b/assets/fonts/Inter-VariableFont_opsz,wght.woff2
new file mode 100644
index 00000000..b61bb0d0
Binary files /dev/null and b/assets/fonts/Inter-VariableFont_opsz,wght.woff2 differ
diff --git a/assets/icons/email icon.svg b/assets/icons/email icon.svg
index 5cdc1123..2e8fce0f 100644
--- a/assets/icons/email icon.svg
+++ b/assets/icons/email icon.svg
@@ -1 +1,4 @@
-
\ No newline at end of file
+
diff --git a/assets/icons/header icon/Dry Lab.svg b/assets/icons/header icon/Dry Lab.svg
new file mode 100644
index 00000000..7ac9ca87
--- /dev/null
+++ b/assets/icons/header icon/Dry Lab.svg
@@ -0,0 +1,18 @@
+
diff --git a/assets/icons/header icon/Outreach.svg b/assets/icons/header icon/Outreach.svg
new file mode 100644
index 00000000..21014bb2
--- /dev/null
+++ b/assets/icons/header icon/Outreach.svg
@@ -0,0 +1,18 @@
+
diff --git a/assets/icons/header icon/Project.svg b/assets/icons/header icon/Project.svg
new file mode 100644
index 00000000..989d71cb
--- /dev/null
+++ b/assets/icons/header icon/Project.svg
@@ -0,0 +1,18 @@
+
diff --git a/assets/icons/header icon/Search.svg b/assets/icons/header icon/Search.svg
new file mode 100644
index 00000000..88578980
--- /dev/null
+++ b/assets/icons/header icon/Search.svg
@@ -0,0 +1,3 @@
+
diff --git a/assets/icons/header icon/Team.svg b/assets/icons/header icon/Team.svg
new file mode 100644
index 00000000..68914439
--- /dev/null
+++ b/assets/icons/header icon/Team.svg
@@ -0,0 +1,19 @@
+
diff --git a/assets/icons/header icon/Wet Lab.svg b/assets/icons/header icon/Wet Lab.svg
new file mode 100644
index 00000000..67e855c9
--- /dev/null
+++ b/assets/icons/header icon/Wet Lab.svg
@@ -0,0 +1,18 @@
+
diff --git a/assets/icons/instagram icon.svg b/assets/icons/instagram icon.svg
index 984d255f..cfef768e 100644
--- a/assets/icons/instagram icon.svg
+++ b/assets/icons/instagram icon.svg
@@ -1 +1,4 @@
-
\ No newline at end of file
+
diff --git a/assets/logos/resisense/ResiSense Final Logo.svg b/assets/logos/resisense/ResiSense Final Logo.svg
new file mode 100644
index 00000000..569ec86c
--- /dev/null
+++ b/assets/logos/resisense/ResiSense Final Logo.svg
@@ -0,0 +1,33 @@
+
diff --git a/assets/logos/resisense/ResisSense Final footer Logo.svg b/assets/logos/resisense/ResisSense Final footer Logo.svg
new file mode 100644
index 00000000..a6c9d0de
--- /dev/null
+++ b/assets/logos/resisense/ResisSense Final footer Logo.svg
@@ -0,0 +1,33 @@
+
diff --git a/assets/notebook/notebook pdf.pdf b/assets/notebook/notebook pdf.pdf
new file mode 100644
index 00000000..d4e01c45
Binary files /dev/null and b/assets/notebook/notebook pdf.pdf differ
diff --git a/assets/project-description/Project Description.png b/assets/project-description/Project Description.png
new file mode 100644
index 00000000..085d65ae
Binary files /dev/null and b/assets/project-description/Project Description.png differ
diff --git a/assets/proof-of-concept/Proof of Concept 1_ template.jpeg b/assets/proof-of-concept/Proof of Concept 1_ template.jpeg
new file mode 100644
index 00000000..a0e86b46
Binary files /dev/null and b/assets/proof-of-concept/Proof of Concept 1_ template.jpeg differ
diff --git a/assets/proof-of-concept/Proof of Concept 2_ lysis.png b/assets/proof-of-concept/Proof of Concept 2_ lysis.png
new file mode 100644
index 00000000..662e55a6
Binary files /dev/null and b/assets/proof-of-concept/Proof of Concept 2_ lysis.png differ
diff --git a/assets/proof-of-concept/Proof of Concept 3_ lysis.png b/assets/proof-of-concept/Proof of Concept 3_ lysis.png
new file mode 100644
index 00000000..b2f0a7af
Binary files /dev/null and b/assets/proof-of-concept/Proof of Concept 3_ lysis.png differ
diff --git a/assets/proof-of-concept/Proof of Concept 4_ Extraction.png b/assets/proof-of-concept/Proof of Concept 4_ Extraction.png
new file mode 100644
index 00000000..1eb3c8e3
Binary files /dev/null and b/assets/proof-of-concept/Proof of Concept 4_ Extraction.png differ
diff --git a/assets/proof-of-concept/Proof of Concept 5_ Extraction.png b/assets/proof-of-concept/Proof of Concept 5_ Extraction.png
new file mode 100644
index 00000000..57c64d54
Binary files /dev/null and b/assets/proof-of-concept/Proof of Concept 5_ Extraction.png differ
diff --git a/assets/proof-of-concept/Proof of Concept 6_ RCA.png b/assets/proof-of-concept/Proof of Concept 6_ RCA.png
new file mode 100644
index 00000000..9c027234
Binary files /dev/null and b/assets/proof-of-concept/Proof of Concept 6_ RCA.png differ
diff --git a/assets/proof-of-concept/Proof of Concept 7_ RCA.png b/assets/proof-of-concept/Proof of Concept 7_ RCA.png
new file mode 100644
index 00000000..07b22870
Binary files /dev/null and b/assets/proof-of-concept/Proof of Concept 7_ RCA.png differ
diff --git a/assets/proof-of-concept/Proof of Concept 8_ Signal.png b/assets/proof-of-concept/Proof of Concept 8_ Signal.png
new file mode 100644
index 00000000..8d704dac
Binary files /dev/null and b/assets/proof-of-concept/Proof of Concept 8_ Signal.png differ
diff --git a/assets/result/Figure 1.png b/assets/result/Figure 1.png
new file mode 100644
index 00000000..67d6f96b
Binary files /dev/null and b/assets/result/Figure 1.png differ
diff --git a/assets/result/Figure 2.png b/assets/result/Figure 2.png
new file mode 100644
index 00000000..b6728e01
Binary files /dev/null and b/assets/result/Figure 2.png differ
diff --git a/assets/result/Figure 3.png b/assets/result/Figure 3.png
new file mode 100644
index 00000000..96d3286d
Binary files /dev/null and b/assets/result/Figure 3.png differ
diff --git a/assets/result/Figure 4.png b/assets/result/Figure 4.png
new file mode 100644
index 00000000..6be37fb8
Binary files /dev/null and b/assets/result/Figure 4.png differ
diff --git a/assets/result/Figure 5.png b/assets/result/Figure 5.png
new file mode 100644
index 00000000..a5541622
Binary files /dev/null and b/assets/result/Figure 5.png differ
diff --git a/assets/team-member/Angle.png b/assets/team-member/Angle.png
new file mode 100644
index 00000000..433af060
Binary files /dev/null and b/assets/team-member/Angle.png differ
diff --git a/assets/team-member/Courtney.png b/assets/team-member/Courtney.png
new file mode 100644
index 00000000..c27d259f
Binary files /dev/null and b/assets/team-member/Courtney.png differ
diff --git a/assets/team-member/Fiona.png b/assets/team-member/Fiona.png
new file mode 100644
index 00000000..5b6e0470
Binary files /dev/null and b/assets/team-member/Fiona.png differ
diff --git a/assets/team-member/Gorden.png b/assets/team-member/Gorden.png
new file mode 100644
index 00000000..d97974e4
Binary files /dev/null and b/assets/team-member/Gorden.png differ
diff --git a/assets/team-member/Jeffrey.png b/assets/team-member/Jeffrey.png
new file mode 100644
index 00000000..9fc94e51
Binary files /dev/null and b/assets/team-member/Jeffrey.png differ
diff --git a/assets/team-member/Ka.png b/assets/team-member/Ka.png
new file mode 100644
index 00000000..4465c501
Binary files /dev/null and b/assets/team-member/Ka.png differ
diff --git a/assets/team-member/Martin.png b/assets/team-member/Martin.png
new file mode 100644
index 00000000..52abb01a
Binary files /dev/null and b/assets/team-member/Martin.png differ
diff --git a/assets/team-member/Micelle.png b/assets/team-member/Micelle.png
new file mode 100644
index 00000000..b3d0881b
Binary files /dev/null and b/assets/team-member/Micelle.png differ
diff --git a/assets/team-member/Raymond.png b/assets/team-member/Raymond.png
new file mode 100644
index 00000000..ff79094d
Binary files /dev/null and b/assets/team-member/Raymond.png differ
diff --git a/assets/team-member/Rickey.png b/assets/team-member/Rickey.png
new file mode 100644
index 00000000..8043b117
Binary files /dev/null and b/assets/team-member/Rickey.png differ
diff --git a/assets/team-member/Tommy.png b/assets/team-member/Tommy.png
new file mode 100644
index 00000000..8388c076
Binary files /dev/null and b/assets/team-member/Tommy.png differ
diff --git a/docs/styles/fonts.css b/docs/styles/fonts.css
index 10497a9e..1a144762 100644
--- a/docs/styles/fonts.css
+++ b/docs/styles/fonts.css
@@ -9,3 +9,4 @@
font-family: 'Segoe UI Emoji';
src: url('/assets/fonts/Segoe\ UI\ Emoji\ Flat.woff2');
}
+
diff --git a/meta/pageConfig.jsonc b/meta/pageConfig.jsonc
index fabf5ccf..d5b6d502 100644
--- a/meta/pageConfig.jsonc
+++ b/meta/pageConfig.jsonc
@@ -47,17 +47,6 @@
"index"
]
},
- {
- "name": "project",
- "populator": "markdown",
- "pages": [
- {
- "name": "description",
- "title": "Project Description",
- "populator": "markdown"
- }
- ]
- },
{
"name": "integrated-human-practice",
"title": "Integrated Human Practice",
@@ -79,6 +68,68 @@
"/styles/acknowledgements.css"
]
}
+ },
+
+ {
+ "name": "proof-of-concept",
+ "title": "Proof of Concept",
+ "populator": "html-frame",
+ "includes": {
+ "css": [
+ "/styles/proof-of-concept.css"
+ ]
+ }
+ },
+ {
+ "name": "team-member",
+ "title" : "Team Member",
+ "populator": "html-frame",
+ "includes": {
+ "css" : [
+ "/styles/team-member.css"
+ ]
+ }
+ },
+ {
+ "name":"engineering-success",
+ "title": "Engineering Success",
+ "populator" : "html-frame",
+ "includes": {
+ "css" : [
+ "/styles/engineering-success.css"
+ ]
+ }
+ },
+ {
+ "name":"project-description",
+ "title": "Project Description",
+ "populator":"html-frame",
+ "includes":{
+ "css":[
+ "/styles/project-description.css"
+ ]
+ }
+
+ },
+ {
+ "name":"notebook",
+ "title":"Notebook",
+ "populator":"html-frame",
+ "includes":{
+ "css": [
+ "/styles/notebook.css"
+ ]
+ }
+ },
+ {
+ "name":"result",
+ "title":"Result",
+ "populator":"html-frame",
+ "includes":{
+ "css": [
+ "/styles/result.css"
+ ]
+ }
}
]
}
\ No newline at end of file
diff --git a/pages/engineering-success.html b/pages/engineering-success.html
new file mode 100644
index 00000000..351c6c43
--- /dev/null
+++ b/pages/engineering-success.html
@@ -0,0 +1,633 @@
+
Engineering Success
+
+
+
First-generation RCA
+
Second-generation RCA
+
Third-generation RCA
+
+
+
+
+
- Issues with circular template construction when treated with Exonuclease I, causing false positive
+ signals.
+
+
- Failure to cut the individual G-Quadruplex structure using DNA-cleaving DNAzymes.
+
- Weak signal expression level.
+
+
+
+
+
+
- Failure to obtain a positive RCA result, presumably due to failure in circularising the template.
+
+
+
+
+
+
+ - Successfully eliminated the false positive signals.
+
+
+ - Successfully cut the generated G-Quadruplex structures into shorter strands.
+
+
+ - Successfully optimised the G-Quadruplex DNAzyme signal.
+
+
+
+
+
+
+
+
Future Directions
+
+
1. Coupling with primer extraction reaction.
+
2. Test 4 ng first-generation vs 4 ng third-generation RCA templates.
+
3. Test 4 ng cut vs uncut third-generation RCA template.
+
+
Glossary
+
+
DNAzyme = deoxyribozyme
+
RCA = Rolling Circle Amplification
+
RCA-GQ coupling = Rolling Circle Amplification and G-Quadruplex DNAzyme Assay coupling
+
ssDNA = single-stranded DNA
+
+
+
Section 1: RCA TEMPLATE CONSTRUCTION
+
[E1.1] First-generation RCA template treated with Exonuclease I
+
Protocol: [P01], [PO2], [P03]
+
Keyword: false positive
+
DESIGN
+
+ Our first-generation (v1) circular template (BBa_K5041002) is a 49 bp long ssDNA with a phosphate
+ group at the 5' end. This first-generation circular template contains the G-Quadruplex DNAzyme complementary
+ sequences, the annealing sites for first-generation RCA scaffold and RCA primer, as well as the cutting sites
+ for two DNA-cleaving DNAzymes. The DNA-cleaving DNAzymes, however, were not used in this experiment (see E2.1
+ for details).
+
+
BUILD
+
+ The linear single-stranded first-generation RCA template was circularised using a padlock probe ligation method,
+ which involved the first-generation RCA scaffold (BBa_K5041003) and T4 DNA Ligase (New England Biolabs).
+ Subsequently, the first-generation circular template was treated with Exonuclease I (Thermo Fisher Scientific).
+ All DNA used in this experiment was sourced from Integrated DNA Technologies (IDT).
+
+
TEST
+
RCA Results
+
+
Figure ES1
+
+
+ In the gel electrophoresis result (figure ES1), lane (1) contained both the first-generation template and the
+ IDT-synthesised RCA primer, while lane (2) contained only the first-generation template. Both lanes exhibited
+ similar smeared bands, with a size greater than 10,000 bp, which suggests that successful RCA occurred in both
+ samples. This result indicates a false positive result was generated in our RCA process.
+
+
RCA-GQ Coupling Results
+
+
+
Figure ES2
+
+ When coupled with the G-Quadruplex DNAzyme assay, both samples (1) and (2) exhibited a slight colour change
+ (figure ES2). In this experiment, the product of a failed RCA served as a negative control in the downstream
+ G-Quadruplex DNAzyme assay. This failure was likely due to unsuccessful circularization of a second-generation
+ RCA template, which inhibited the RCA process (see E1.2). Additionally, we conducted a positive control reaction
+ mixture using IDT-synthesised G-Quadruplex DNAzyme (BBa_K5041001) , which resulted in a stronger colour
+ change compared to the RCA-generated G-Quadruplex DNAzyme.
+
+
LEARN
+
+ The results of this experiment indicate that an interfering factor was present in the RCA template, triggering
+ the RCA process in both cases, regardless of the presence of the primer. Experiments E1.3 and E1.4 were
+ conducted to troubleshoot and address this issue. Additionally, section 2 of this page discusses the
+ troubleshooting processes for the weak output signal in a greater depth.
+
+
+
+
+
+
+
+
[E1.2] Second-generation RCA template treated with Exonuclease I
+ Due to the inability of the first-generation (v1) RCA-GQ coupling to produce a strong result (see E2.3), we
+ redesigned our template to promote increased amplification of the G-Quadruplex DNAzyme during the RCA process,
+ aiming to as well increase the signal expression level in our G-Quadruplex DNAzyme assay. Our new
+ second-generation (v2) RCA template is a 86 bp long ssDNA with a phosphate group at the 5’end. The template
+ contains two repeats of the G-Quadruplex DNAzyme complementary sequences, the annealing sites for the RCA primer
+ and the second-generation RCA scaffold, as well as three cutting sites for Nt.BsmAI (figure ES3). The cutting by
+ Nt.BsmAI is designed to separate individual G-Quadruplex DNAzyme structures as well as to exponentially amplify
+ the RCA primer throughout the RCA process.
+
+
+
Figure ES3
+
BUILD
+
+ The linear single-stranded second-generation RCA template was circularised through a padlock probe ligation
+ method, involving the second-generation RCA scaffold (which shares the same sequences as the third-generation
+ (v3) RCA scaffold (BBa_K5041005) and T4 DNA Ligase (New
+ England Biolabs). The circular template was then treated with Exonuclease I (Thermo Fisher Scientific). All DNAs
+ used in this experiment were obtained from Integrated DNA Technologies.
+
+
TEST
+
RCA Results
+
+
Figure ES4
+
+ In the gel electrophoresis result (figure ES4), lane (1) contained both the second-generation template and the
+ IDT-synthesised RCA primer, while lane (2) contained only the second-generation template. Both lanes did not
+ show any visible bands above the 10,000 bp DNA marker, suggesting that the RCA process had failed in both
+ samples.
+
+
LEARN
+
+
+ While the absence of RCA primer did not affect the success or failure of the RCA reaction on both lanes, the
+ presence of RCA primer did affect the amplification rate of the RCA process, according to the gel result. The
+ shorter bands visible on lane (1) was possibly due to the ligation of two or more linear single-stranded
+ second-generation RCA templates due to the RCA scaffold acting as a splint DNA flanking across two linear RCA
+ templates. It is only visible on lane (1) due to a higher amplification rate in the presence of the RCA primer.
+
+
+ Moreover, no product larger than 10,000 bp generated from both of the RCA reaction mixtures suggested a failure
+ in circularising the second-generation RCA template. This issue was troubleshooted in our following experiments
+ (see E1.3 and E1.4).
+
+
+
+
+
+
[E1.3] Third-generation RCA template treated with Triton X-100 and Exonuclease I
+
Protocol: [P06], [P07]
+
Keyword: false positive
+
DESIGN
+
+ Firstly, due to the false positive result in E1.1 and the assumption that the RCA scaffold in E1.1 was not
+ completely removed from the first-generation (v1) RCA template, we tested a method of Exonuclease I treatment,
+ supplemented by the addition of Triton to detach the RCA scaffold from the RCA template following the
+ circularisation process. Secondly, as a result of the weak signal expressed by the G-Quadruplex DNAzyme from the
+ first-generation RCA template and the failed RCA process from the second-generation (v2) RCA template, we
+ designed a third-generation (v3) RCA template (BBa_K5041004) and scaffold (BBa_K5041005) . The third-generation RCA template shares
+ similar features to the second-generation, with one repeat of each the G-Quadruplex DNAzyme complementary
+ sequence and the Nt.BsmAI cutting site removed, resulting in a shorter, 62 bp ssDNA, compared to the
+ second-generation. Similarly, the cutting by Nt.BsmAI is designed to separate individual G-Quadruplex DNAzyme
+ structures as well as to exponentially amplify the RCA primer throughout the RCA process.
+
+
+
+
BUILD
+
+ The linear single-stranded third-generation RCA template was circularised through a padlock probe ligation
+ method, involving the third-generation RCA scaffold and T4 DNA Ligase (New England Biolabs). The circular
+ template was then treated with Exonuclease I (Thermo Fisher Scientific) and Triton X-100 (Bio-Rad Laboratories).
+ All DNAs used in this experiment were obtained from Integrated DNA Technologies.
+
+
TEST
+
RCA Results
+
+
Figure ES5
+
+ In the gel electrophoresis result (figure ES5), lane (1) contained both the third-generation template (treated
+ with Triton and Exonuclease I) and the IDT-synthesised RCA primer, while lane (2) contained only the
+ third-generation template (treated with Triton and Exonuclease I). Lane (3) contained the third-generation
+ template (treated Exonuclease I only) and the IDT-synthesised RCA primer, while lane (4) contained only the
+ third-generation template (treated Exonuclease I only).
+
+
+ All lanes exhibited similar smeared bands, with a size greater than 10,000 bp, which suggests that successful
+ RCA occurred in all samples.
+
+
LEARN
+
+
+ This troubleshooting process did not solve our concurring issue of false positive results. The combined Triton
+ and Exonuclease I treatment was not sufficient to remove the attaching scaffold, which presumably contributed to
+ the constantly occurring false positives. Follow-up troubleshooting was described in E1.4.
+
+
+
+
+
+
+
[E1.4] Third-generation RCA template treated with Exonuclease I and III
+
Protocol: [P08], [P09], [P10]
+
Keyword: successfully eliminated false positives
+
DESIGN
+
+ The third-generation (v3) RCA template (BBa_K5041004)
+ features one repeat of the G-Quadruplex DNAzyme complementary sequence, the Nt.BsmAI cutting site, and primer
+ binding site, resulting in a total length of 62 nt ssDNA. As described in E1.3, our third-generation RCA
+ template rendered false positives even after being treated with Triton X-100. To address this problem, we went
+ for another troubleshooting process and decided to modify our circularization method.
+
+
+
+
BUILD
+
+ The linear single-stranded third-generation RCA template was circularised through a padlock probe ligation
+ method, involving the third-generation RCA scaffold (BBa_K5041005) and T4 DNA Ligase (New England Biolabs).
+ The circular template was then treated with Exonuclease I (Thermo Fisher Scientific) and Exonuclease III (TaKaRa
+ Bio). All DNAs used in this experiment were obtained from Integrated DNA Technologies.
+
+
TEST
+
RCA Results
+
+
Figure ES6
+
+ In the gel electrophoresis result (figure ES6), lane (1) contained both the third-generation template (treated
+ with Exonuclease I and III) and the IDT-synthesised RCA primer, in a mixture with Nt.BsmAI nicking endonuclease
+ (New England Biolabs). Lane (2) contained both the third-generation template (treated with Exonuclease I and
+ III) and the IDT-synthesised RCA primer, without Nt.BsmAI. Lane (3) contained only the third-generation template
+ (treated with Exonuclease I and III) without primer nor Nt.BsmAI.
+
+
+
+ Lanes (1) exhibited a smearing band across the entire lane, indicating successful RCA and successful cut by
+ Nt.BsmAI. Lane (2) exhibited a smearing band, concentrated at a size larger than 10,000 bp, which suggests that
+ successful RCA occurred in the sample. Lane (3) did not have any visible band, indicating that we successfully
+ obtained both true negative and positive results from this circularisation method.
+
+
RCA-GQ Coupling Results
+
+
Figure ES7
+
+ When coupled with the G-Quadruplex DNAzyme assay, both samples (1) and (2) exhibited a slight colour change
+ (figure ES7), while sample (3), the negative RCA result, did not show any colour change. The last shown sample
+ was a positive control reaction mixture using IDT-synthesised G-Quadruplex DNAzyme (BBa_K5041001) , which resulted in a stronger colour
+ change compared to the RCA-generated G-Quadruplex DNAzyme.
+
+
LEARN
+
+
+ This troubleshooting process confirmed that Exonuclease I treatment was not sufficient to remove the attaching
+ scaffold, which presumably contributed to the constantly occurring false positives. Addition of Exonuclease III
+ into the circularization reaction mixture eliminated the problem. However, the signal remains weak from the
+ RCA-GQ coupling, which will be further addressed in E2.6.
+
+
+
+
+
+
Section 2: RCA-GQ COUPLING SIGNAL OPTIMIZATION
+
[E2.1] DNA-cleaving DNAzymes failed cleaving
+
Protocol: [P11]
+
Keyword: failed cleaving by DNA-cleaving DNAzymes
+
DESIGN
+
+ Our first-generation (v1) circular template (BBa_K5041002) is a 49 bp long ssDNA with a phosphate
+ group at the 5' end. This first-generation circular template contains the G-Quadruplex DNAzyme complementary
+ sequences, the annealing sites for first-generation RCA scaffold and RCA primer, as well as the cutting sites
+ for two DNA-cleaving DNAzymes. The DNA-cleaving DNAzymes, were designed to cleave the RCA products and promote
+ exponential RCA by releasing the amplified primer.
+
+
+ The two DNA-cleaving DNAzymes used in this experiments are
+ (5’-agcggccatTATACCGGGCAACTATTGCCTCGTCATCGCTATTTTCTGCGACCCACCCA-3’) and
+ (5’-CCACCCACCTATACCGGGCAACTATTGCCTCGTCATCGCTATTTTCTGCGtggcagaaa-3’). We also designed a 147 nt ssDNA fragment
+ consisting of three repeats of the G-Quadruplex DNAzyme sequences and DNA-cleaving DNAzymes cutting sites to
+ simulate the RCA product. All DNA used in this experiment was sourced from Integrated DNA Technologies (IDT).
+
+
+
+
+
TEST
+
DNA-cleaving DNAzymes Cleaving Results
+
+
Figure ES8
+
+ In the gel electrophoresis result (figure ES8), lane (1) contained the DNA-cleaving DNAzymes with the 147 nt
+ ssDNA fragment. Lane (2) contained the 147 nt ssDNA fragment only, while lane (3) contained one of the 59 nt
+ DNA-cleaving DNAzymes. Lane (2) was not loaded with the same amount of 147 nt ssDNA fragment as in lane (!).
+
+
+ The result showed no catalytic activity from the DNA-cleaving DNAzymes since the 147 nt fragment remains visible
+ in lane (1) and since the only other visible band in lane (1) was similar to that of lane (3). This indicated
+ that lane (1) only contained the uncut 147 nt fragment with 59 nt DNA-cleaving DNAzymes.
+
+
+
LEARN
+
+ The results of this experiment indicate that we were unable to use the DNA-cleaving DNAzymes to cut our
+ first-generation RCA products. This contributed to the decision of not using the DNA-cleaving DNAzymes during
+ RCA in E1.1. This also influenced our decision for moving our direction to the use of nicking endonuclease in
+ our second- and third- generation RCA templates (see E1.2). Additionally, the change of direction was also taken
+ by considering the facilitation of RCA and G-Quadruplex DNAzyme assay coupling. In other words coupling RCA and
+ G-Quadruplex DNAzyme assay with this method may not be ideal since the DNA-cleaving DNAzymes require a different
+ buffer condition.
+
+
+
+
+
+
+
+
[E2.2] First-generation RCA in rCutSmart Buffer
+
Protocol: [P12], [P13], [P14]
+
Keyword: phi29 in rCutSmart, failed signal expression
+
DESIGN
+
+ In our project mechanism, both the RCA and primer extraction processes are to be completed in one reaction
+ mixture. To facilitate this coupling, the RCA process needs to be compatible with the rCutSmart Buffer, so that
+ all three enzymes, HhaI (New England Biolabs), Nt.BsmAI (New England Biolabs), and phi29 DNA polymerase (New
+ England Biolabs and Beyotime Biotechnology) can work together at the same time. Usually, phi29 DNA polymerase is
+ supplied with a 10X reaction buffer, however, phi29 DNA polymerase is compatible with rCutSmart buffer when
+ additional dithiothreitol (DTT) is added into the reaction [1].
+
+
+ Our first-generation (v1) circular template (BBa_K5041002) is a 49 bp long ssDNA with a phosphate
+ group at the 5' end. This first-generation circular template contains the G-Quadruplex DNAzyme complementary
+ sequences, the annealing sites for first-generation RCA scaffold and RCA primer, as well as the cutting sites
+ for two DNA-cleaving DNAzymes. The DNA-cleaving DNAzymes, however, were not used in this experiment (see E2.1
+ for details).
+
+
BUILD
+
+ The linear single-stranded first-generation RCA template was circularised using a padlock probe ligation method,
+ which involved the first-generation RCA scaffold (BBa_K5041003) and T4 DNA Ligase (New England Biolabs).
+ Subsequently, the first-generation circular template was treated with Exonuclease I (Thermo Fisher Scientific).
+ All DNA used in this experiment was sourced from Integrated DNA Technologies (IDT).
+
+
+
+
TEST
+
RCA Results
+
+
Figure ES9
+
+ In the gel electrophoresis result (figure ES9), the (+) lane consisted of both the first-generation template and
+ the IDT-synthesised RCA primer. The lane exhibited similar smeared bands, with a size greater than 10,000 bp,
+ which suggests that successful RCA occurred in the sample. This proved that phi29 is compatible with the
+ rCutSmart Buffer in the presence of additional DTT.
+
+
+
RCA-GQ Coupling Results
+
+
Figure ES10
+
+ When coupled with the G-Quadruplex DNAzyme assay, the RCA product did not induce a colour change, as shown in
+ figure ES10. A control set up with IDT-synthesised G-quadruplex sequences (BBa_K5041001) exhibited a strong colour change, but
+ remained transparent in addition of DTT.
+
+
+
LEARN
+
+ We thus found out that DTT is a reducing agent, while the colour change in the G-Quadruplex assay is dependent
+ on the oxidation of tetramethylbenzidine (TMB) to TMB+. The presence of DTT in the reaction mixture most likely
+ inhibited the oxidation of TMB, preventing any observation of colour change. E2.3 was conducted to troubleshoot
+ this issue.
+
+
+
+
+
+
+
[E2.3] First-generation RCA in rCutSmart Buffer, without additional DTT
+
Protocol: [P15], [P16], [P17]
+
Keyword: phi29 in rCutSmart without additional DTT, weak signal expression
+
DESIGN
+
+ With our discovery in E2.1, we decided to rerun the reaction without additional (dithiothreitol) DTT added into
+ the RCA reaction mixture with first-generation (v1) RCA template (BBa_K5041002) and scaffold (BBa_K5041003) .
+
+
BUILD
+
+ The linear single-stranded first-generation RCA template was circularised using a padlock probe ligation method,
+ which involved the first-generation RCA scaffold and T4 DNA Ligase (New England Biolabs). Subsequently, the
+ first-generation circular template was treated with Exonuclease I (Thermo Fisher Scientific). All DNA used in
+ this experiment was sourced from Integrated DNA Technologies (IDT).
+
+
+
+
TEST
+
RCA Results
+
+
Figure ES11
+
+ In the gel electrophoresis result (figure ES11), lane (1) consisted of both the first-generation template and
+ the IDT-synthesised RCA primer, while lane (2) consisted only of the template. The lanes exhibited similar
+ smeared bands, with a size greater than 10,000 bp, which suggests that successful RCA occurred in both of the
+ samples. Though having a false positive result (see E1.1 for details), the RCA reaction was successful despite
+ the absence of additional DTT.
+
+
+
RCA-GQ Coupling Results
+
+
Figure ES12
+
+ When coupled with the G-Quadruplex DNAzyme assay (figure ES12), the first sample of RCA product induced a slight
+ colour change, as shown in figure ES10, while the false positive RCA sample showed no colour change.
+
+
+
LEARN
+
+ This result provided us with two sets of information. Firstly, of that compatibility of phi29 in rCutSmart
+ buffer without additional DTT. Secondly, it shows that this troubleshooting process does not completely solve
+ the problem since the expressed signal was not strong enough. One possible reason is because of the presence of
+ DTT in the enzymes’ storing buffer, which is also transferred to the RCA reaction mixture. A follow-up
+ troubleshooting was conducted to address this problem, as described in E1.2.
+
+
+
+
+
+
+
[E2.4] G-Quadruplex concentration and signal expression correlation
+
Protocol: [P18]
+
Keyword: signal expression correlation
+
DESIGN
+
+ With the constantly occurring weak signals, we tried to brainstorm potential factors that contribute to the
+ signal expression level. One experiment that we did to troubleshoot this problem was assessing the correlation
+ of the G-Quadruplex concentration in the reaction mixture and the signal expressed. Thus, we used the
+ IDT-synthesised G-Quadruplex sequences (BBa_K5041001) in
+ different concentrations to assess whether it contributes to the strength of the signal.
+
+
+
+
+
TEST
+
G-Quadruples DNAzyme Assay Results
+
+
Figure ES13
+
+ We prepared 4 reaction mixtures, with 1.2 µM, 0.8 µM, 0.4 µM, and 0.04 µM of IDT-synthesised G-Quadruplex
+ structure, respectively. As shown in figure ES13, a significant difference was exhibited by the sample that
+ contained the least amount of the G-Quadruplex structure.
+
+
+
+
+
LEARN
+
+ Though the G-Quadruplex Structure is a peroxidase-mimicking DNAzyme, which mimics the ability of an enzyme, the
+ concentration of the structure in the solution influences the final colour of the reaction. This means that we
+ have to increase the quantity of the G-Quadruplex DNAzyme to obtain a stronger signal.
+
+
+
+
+
+
+
[E2.5] Third-generation RCA, without Exonuclease I treatment
+
Protocol: [P19], [P20], [P21]
+
Keyword: Third-generation RCA, strong signal
+
DESIGN
+
+ The third-generation (v3) RCA template (BBa_K5041004)
+ features one repeat of the G-Quadruplex DNAzyme complementary sequence, the Nt.BsmAI cutting site, and primer
+ binding site, resulting in a total length of 62 nt ssDNA. As described in E1.3, our third-generation RCA
+ template rendered false positives even after being treated with Triton X-100 and Exonuclease I. Thus, to solve
+ the weak signal generation simultaneously with the false positives elimination, we designed this experiment to
+ use a third-generation RCA template without any treatment. This means that the RCA scaffold remains attached to
+ the circularised template.
+
+
+
BUILD
+
+
+ The linear single-stranded third-generation RCA template was circularised through a padlock probe ligation
+ method, involving the third-generation RCA scaffold (BBa_K5041005) and T4 DNA Ligase (New England Biolabs).
+ All DNAs used in this experiment were obtained from Integrated DNA Technologies.
+
+
+
TEST
+
RCA Results
+
+
Figure ES14
+
+ In the gel electrophoresis result (figure ES14), lane (1) contained both the third-generation template and the
+ IDT-synthesised RCA primer, in a mixture with Nt.BsmAI nicking endonuclease (New England Biolabs). Lane (2)
+ contained both the third-generation template and the IDT-synthesised RCA primer, without Nt.BsmAI.
+
+
+ Lanes (1) exhibited a smearing band across the entire lane, indicating successful RCA and successful cut by
+ Nt.BsmAI. Lane (2) exhibited a smearing band, concentrated at a size larger than 10,000 bp, which suggests that
+ successful RCA occurred in the sample.
+
+
+
RCA-GQ Coupling Results
+
+
Figure ES15
+
+ When coupled with the G-Quadruplex DNAzyme assay, both samples (1) and (2) exhibited a visible colour change
+ (figure ES15), stronger than the result observed in previous experiments E2.3 and E1.1. The positive control
+ reaction mixture using IDT-synthesised G-Quadruplex DNAzyme (BBa_K5041001) , however, resulted in a stronger colour
+ change compared to the RCA-generated G-Quadruplex DNAzyme.
+
+
+
LEARN
+
+ This troubleshooting process indicated that stronger signals are possible to be obtained from the RCA-generated
+ G-Quadruplex DNAzyme.
+
+
+
+
+
+
+
[E2.6] Third-generation RCA, different template concentration
+
Protocol: [P22], [P23], [P24]
+
Keyword: Third-generation RCA, successful
+
DESIGN
+
+ Building upon successful E1.4, we tried to further optimise the expressed signals. From E2.4, we understand that
+ G-Quadruplex concentration contributes to the final signals, and it is possible to obtain stronger signals from
+ RCA-generated G-Quadruplex DNAzyme (see E2.5). Hence, we tested different quantities of the third-generation
+ (v3) RCA template (BBa_K5041004) in the RCA reaction to
+ observe its correlation with the signal expression level.
+
+
+
BUILD
+
+
+ The linear single-stranded third-generation RCA template was circularised through a padlock probe ligation
+ method, involving the third-generation RCA scaffold (BBa_K5041005) and T4 DNA Ligase (New England Biolabs).
+ The circular template was then treated with Exonuclease I (Thermo Fisher Scientific) and Exonuclease III (TaKaRa
+ Bio). All DNAs used in this experiment were obtained from Integrated DNA Technologies.
+
+
+
TEST
+
RCA Results
+
+
Figure ES16
+
+ In the gel electrophoresis result (figure ES16), lane (1)-(4) contained both the third-generation template
+ (treated with Exonuclease I and III) and the IDT-synthesised RCA primer, in a mixture with Nt.BsmAI nicking
+ endonuclease (New England Biolabs). The quantities of the template are 1 ng, 2 ng, 4 ng, and 8 ng respectively.
+ Lane (5) contained both the third-generation template (treated with Exonuclease I and III) and the
+ IDT-synthesised RCA primer, without Nt.BsmAI. Lane (6) contained only the third-generation template (treated
+ with Exonuclease I and III) without primer nor Nt.BsmAI.
+
+
+ Lanes (1)-(4) exhibited a smearing band across the entire lane, indicating successful RCA and successful cut by
+ Nt.BsmAI. The intensity of the band also increases with more templates in the reaction. Lane (5) exhibited a
+ smearing band, concentrated at a size larger than 10,000 bp, which suggests that successful RCA occurred in the
+ sample. Lane (6) did not have any visible band, indicating that we successfully obtained true negative results
+ from this circularisation method.
+
+
+
RCA-GQ Coupling Results
+
+
Figure ES17
+
+ When coupled with the G-Quadruplex DNAzyme assay, both samples (1) and (2) exhibited a similar slight colour
+ change (figure ES17), while sample (3) and (4) had a stronger colour change. Sample (5) had similar colour
+ change as (1), while sample (6) did not show any colour change. The last shown sample was a positive control
+ reaction mixture using IDT-synthesised G-Quadruplex DNAzyme (BBa_K5041001) , which still resulted in a stronger
+ colour change compared to the RCA-generated G-Quadruplex DNAzyme.
+
+
+
LEARN
+
+ This experiment confirmed that a stronger signal can be obtained by increasing the quantity of the template in
+ the reaction. With these results, a new standard of 4 ng template in a 20 µl reaction will be used in our future
+ experiments. However, this result did not prove that the third-generation RCA products generated by both the RCA
+ process and Nt.BsmAI cutting is more effective than the uncut RCA products. This result also did not prove that
+ the third-generation RCA template yielded a better result compared to the first-generation RCA template. These
+ two limitations are to be addressed in the future, in addition with the primer extraction-RCA coupling method
+ validation.
+
+
+
\ No newline at end of file
diff --git a/pages/notebook.html b/pages/notebook.html
new file mode 100644
index 00000000..4ef693fa
--- /dev/null
+++ b/pages/notebook.html
@@ -0,0 +1,2 @@
+
+
\ No newline at end of file
diff --git a/pages/project-description.html b/pages/project-description.html
new file mode 100644
index 00000000..9d6b8cb9
--- /dev/null
+++ b/pages/project-description.html
@@ -0,0 +1,251 @@
+
+
+ Our History
+
+
+ The COVID-19 pandemic has popularised the concept and the use of point-of-care testing kits. Inspired by this,
+ our team is attempting to develop a novel point-of-care testing kit that is versatile to detect different types
+ of antibiotic resistance. We initially identified a potential tool that might help us in constructing our kit,
+ which is the 8-17 deoxyribozymes (DNAzymes), together with the stem-loops and fluoroprobes-containing
+ oligonucleotides. These DNAzymes are capable of receiving inputs at their stem-loops, which will then expose
+ their catalytic sites, and cause cleavage of the oligonucleotides to produce fluorescence [1]. Using this
+ biological logic gate system, we were planning to utilise the DNAzymes stem-loops to detect resistance genes.
+ However, upon consulting the ideas with our Principal Investigators, we realised that a detection kit that
+ depends on fluorescence-based results is not the ideal choice for constructing a point-of-care diagnostic kit.
+ Thus, we shifted our focus to develop a kit that generates colourimetric results instead.
+
+
+
+
+
+ Background
+
+
+ Antibiotic Resistance
+
+
+ Antibiotics, used for over a century to treat bacterial infections, are one of the most successful medical
+ interventions. However, antibiotic resistance has increased due to overuse, causing previously manageable
+ diseases
+ to resurface. Many infectious diseases, which were wiped out by antibiotics, have become a more severe problem
+ in
+ recent years.
+
+ In a study published in 2022, it was estimated that 4.95 millions (95% CI 3.62-6.57 millions) of deaths were
+ associated with bacterial antimicrobial resistance (AMR) in 2019, and 1.27 millions of it were caused by
+ bacterial
+ AMR [2]. These figures indicate that deaths due to AMR represent a major global health concern, comparable in
+ scale
+ to leading causes of mortality such as ischemic heart disease, stroke, and chronic obstructive pulmonary disease
+ [3].
+
+
+ Out of the 4.95 millions of bacterial AMR-associated deaths, 4.3 millions are occurring in low-income and
+ middle-income countries (LMICs) [4]. This indicates a necessary step up in LMICs’ infection prevention and
+ control,
+ as well as access to affordable diagnosis. According to the Lancet Series on Antimicrobial Resistance, if
+ interventions are implemented to align infection prevention and control standards in LMICs’ healthcare settings
+ with
+ the standards in high-income countries, we will be able to prevent up to 337,000 AMR-associated deaths annually
+ [4].
+
+
+
+ The rise of antibiotic resistant trends is mainly driven by the high selection pressure caused by the increasing
+ use
+ and misuse of antibiotics over the years. Over the past two decades, global antimicrobial use has increased by
+ 46%
+ [3]. The usage of antibiotics to cure infections has actually provided advantages for those bacteria that have
+ resistance, causing the further spread of resistant bacteria since they survive better in the environment
+ compared
+ to the susceptible ones [3].
+
+
+
+ In the natural process, horizontal gene transfer might also occur among species of bacteria. This process
+ enables
+ bacteria to exchange their genetic material, including antibiotic resistance genes (ARGs), across diverse
+ species,
+ which greatly facilitates collaboration among bacterial populations in the development of multidrug resistance
+ (MDR)
+ [5]. Moreover, MDR leads to the escalation in severity of the problem. The most evident instance is Superbugs, a
+ strain of bacteria that are resistant to several types of antibiotics, which greatly challenges the treatment
+ process of a bacterial infection.
+
+
+ On a larger scope, the problem of AMR causes larger problems than just increased challenge in treating bacterial
+ infection. It also complicates the treatment of chronic kidney disease, diabetes and associated urinary tract
+ and foot infections, chronic obstructive pulmonary disease, liver cirrhosis, as well as surgical care due to the
+ risk of exposure to resistant infections [3]. In addition, AMR impedes progress towards the global childhood
+ survival rate targeted by the Sustainable Development Goal 3. This is because one third of newborn deaths are
+ caused by infections, and half of these infection-related deaths are specifically attributed to sepsis [3].
+ Concerningly, the pathogens driving these deadly infections are becoming increasingly resistant to the most
+ widely used antibiotic treatments [3].
+
+
+
+ Furthermore, the rise of antimicrobial resistance has diminished the effectiveness of previously useful
+ antimicrobial drugs, causing access to antimicrobials that were previously considered second-line treatments has
+ become increasingly crucial [3]. The Organization for Economic Cooperation and Development (OECD) projects a
+ twofold surge in resistance to last-resort antibiotics by 2035 compared to 2005 levels [6].
+
+
+
+ In addressing the problems of antibiotic resistance, the Lancet series in 2024 proposed three goals to be
+ achieved globally by 2030; 10% decrease in deaths from AMR, 20% reduction in inappropriate human antibiotic use,
+ and 30% reduction in inappropriate animal antibiotic use [7]. These goals can only be achieved with optimised
+ surveillance, including diagnosis to prevent the misuse of ineffective antibiotics which only further drive
+ resistance. However, current technologies for diagnosing antibiotic resistance, such as minimum inhibitory
+ concentration (MIC), require lengthy culturing, while genetic tests like PCR necessitate trained personnel.
+ Additionally, routine bacteriological culture testing is available in only 1.3% of laboratories in sub-Saharan
+ Africa [8]. To counteract the rising trend of antibiotic resistance, and to provide better access to diagnostic
+ kits in low-resource settings, a cheaper, faster, and simpler technology is needed.
+
+
+
+ Klebsiella pneumoniae
+
+ Klebsiella pneumoniae has often been linked to causing pneumonia [9]. It is a
+ gram-negative, encapsulated, and non-motile type of bacterium found in the environment, mainly colonising human
+ mucosal surfaces of the oropharynx and gastrointestinal (GI) tract [9]. Klebsiella pneumoniae infection is best treated with third- and fourth-generation cephalosporins, quinolones, or
+ carbapenems [10]. However, over the years, Klebsiella pneumoniae has been shown to
+ produce extended-spectrum beta-lactamase (ESBL) that breaks down and inactivates beta-lactam antibiotics,
+ including cephalosporin, rendering third-generation cephalosporin drugs ineffective for treating
Klebsiella pneumoniae
infections.
+
+
+ Additionally, cases of carbapenem-resistant Klebsiella pneumoniae have also been
+ discovered. This thus classifies Klebsiella pneumonia as one of the Carbapenemase-producing Enterobacteriaceae
+ (CPE). Similar to beta-lactamase, carbapenem resistance is conferred by the production of the carbapenemase
+ enzyme which is capable of hydrolyzing and disabling the drug molecule [11], [12]. More concerningly,
+ carbapenemases are encoded on plasmids, for instance, as blaKPC and blaNDM-1 [13]. This means that it can be easily transferred between
+ bacteria through horizontal gene transfer, resulting in a more vigorous spread of the resistance [14].
+
+
+ In the estimated 1.27 million deaths caused by AMR, Klebsiella pneumoniae was one of
+ the six leading pathogens [2]. In sub-Saharan Africa, Klebsiella pneumoniae
+ contributed to 19.9% deaths caused by AMR and 17.5% of AMR-associated mortality [2]. Other than that,
Klebsiella pneumoniae
is one of the most common causes of neonatal sepsis in low
+ resource settings, such as in sub-Saharan Africa [3], [15]. Although it is estimated that only 3-5% of all
+ community-acquired pneumonia in Western culture is related to Klebsiella pneumoniae
+ infection, in developing countries such as African countries, for example, community-acquired
Klebsiella pneumoniae
accounts for roughly 15% of all pneumonia cases [9].
+
+
+ In terms of its resistant variants, resistant Klebsiella pneumoniae commonly causes
+ community-acquired urinary tract infections along with resistant Escherichia coli, Proteus mirabilis, and
Staphylococcus saprophyticus
[3]. According to the World Health Organization,
Klebsiella pneumoniae
showed elevated resistance levels against major antibiotics,
+ compromising the effectiveness of these last-resort drugs and increasing the risk of untreatable infections [6].
+ This indicates that Klebsiella pneumoniae is one of the most significant pathogens
+ when it comes to antibiotic resistance. Additionally, the 2024 Lancet series emphasised on the needs for novel
+ strategies to address the burden of ESKAPE pathogens, which includes Klebsiella pneumoniae [4], [13].
+
+
+ With this regard, we consider Klebsiella pneumoniae as our starting focus in
+ developing our diagnosis method. With its level of urgency, especially in low-resource settings, performing
+ diagnosis of resistant Klebsiella pneumoniae in a simple and low-cost manner will
+ benefit the community for a more effective usage of antibiotics as well as for enhanced surveillance.
+
+
+
+
+
+
+ Our Solution
+
+
+
+ We are developing a point-of-care test kit, ResiSense, for more efficient screening, using cell-free systems.
+ This proposed testing system consists of three parts: target gene extraction, rolling circle amplification
+ (RCA), and signal expression.
+
+ After cell lysis releases bacterial DNA, a snippet of the target gene, which is responsible for antibiotic
+ resistance, is cut using a pair of restriction enzymes and nickase. The phi-29 polymerase aids in releasing the
+ target gene as ss-DNA. This target gene serves as a primer and triggers the formation of peroxidase-mimicking
+ DNAzymes through rolling circle amplification (RCA). Finally, the G-quadruplex DNAzymes cause a colour change in
+ the solution, indicating the presence of antibiotic-resistant genes in bacteria.
+
+
+ All processes in our detection system are designed to occur in isothermal conditions, specifically in room
+ temperature, and do not require dedicated, large on-site hardware. Our aim is to create a versatile, easily
+ programmable system that can detect various antibiotic resistance genes, starting with those related to
+ Klebsiella pneumoniae .
+
+
+ Choice of Target Bacterium and Gene Fragment
+
+
+ Klebsiella pneumoniae Carbapenemase (KPC) are β-lactamases produced by gram-negative
+ bacteria, responsible for
+ the resistance towards penicillins, cephalosporins, monobactams, carbapenems, and other β-lactamase inhibitors
+ [16]. KPCs are among the most widespread carbapenemases, with blaKPC-2 as the most prevalent gene variant in
+ China [17], [18]. Also, the Centre for Health and Protection has reported 2118 cases of Klebsiella pneumoniae
+ infection in 2023, with approximately 111 cases exhibiting extended-spectrum β-lactamase positive (ESBL+)
+ phenotype [19]. Hence, we believe that due to the prevalence of KPC in the worldwide and regional context, there
+ is a definite need for a test kit for detecting blaKPC-2 from Klebsiella pneumoniae .
+
+
+
+
+
+
+
+
+ Our Vision
+
+
+
+ As reported in the 2024 Lancet Series on Antimicrobial Resistance, preserving the effectiveness of antibiotics
+ will depend on accurate and timely diagnosis of bacterial infections [7]. However, the scaling up of diagnostic
+ technologies faces a number of challenges, including technological, economic, and behavioural challenges [7].
+ Thus, this project is mainly about developing an affordable, simple, yet accurate diagnostic kit, aimed to
+ provide better accessibility to diagnostic technologies in low-resource settings by eliminating the problems of
+ lengthy culturing, the need for specialised machines, and trained personnel.
+
+ After successfully running our systems to detect the resistance genes of Klebsiella pneumoniae , we are planning
+ to expand the project to detect resistance genes of other bacterial species, as well as the species itself. We
+ understand that diagnosing resistance is insufficient without the information of species. Thus, in the future,
+ we will adapt the detection system to also recognize and report the bacteria species that cause the infection.
+
+
+ All processes in our detection system are designed to occur in isothermal conditions, specifically in room
+ temperature, and do not require dedicated, large on-site hardware. Our aim is to create a versatile, easily
+ programmable system that can detect various antibiotic resistance genes, starting with those related to
+ Klebsiella pneumoniae .
+
+
+ In the long run, with the lower cost and decent turnaround time, our technology has the potential to help
+ doctors choose the right antibiotics to prescribe, saving lives that would not be possible to save without
+ access to MALDI-TOF. Our technology also helps prevent the spread of antibiotic resistance by alerting the
+ medical professionals of its existence. Financially, we target to open up a new market that was previously
+ unreachable with the current technologies. Lastly, we aim to create an impact in research by developing a
+ methodology that could be readily adapted to detecting other segments of genes in any organism, helping other
+ researchers develop accessible diagnostic tests based on our platform.
+
+
+
+
References
+
+
M. N. Stojanović and D. Stefanović, “Deoxyribozyme-based half-adder,” Journal of the American Chemical Society, vol. 125, no. 22, pp. 6673–6676, May 2003. doi:10.1021/ja0296632.
+
C. J. Murray et al., “Global burden of bacterial antimicrobial resistance in 2019: A systematic analysis,” The Lancet, vol. 399, no. 10325, pp. 629–655, Feb. 2022. doi:10.1016/s0140-6736(21)02724-0.
+
I. N. Okeke et al., “The scope of the Antimicrobial Resistance Challenge,” The Lancet, vol. 403, no. 10442, pp. 2426–2438, Jun. 2024. doi:10.1016/s0140-6736(24)00876-6.
+
J. A. Lewnard et al., “Burden of bacterial antimicrobial resistance in low-income and middle-income countries avertible by existing interventions: An evidence review and modelling analysis,” The Lancet, vol. 403, no. 10442, pp. 2439–2454, Jun. 2024. doi:10.1016/s0140-6736(24)00862-6.
+
D. Sun, K. Jeannot, Y. Xiao, and C. W. Knapp, “Editorial: Horizontal gene transfer mediated bacterial antibiotic resistance,” Frontiers in Microbiology, vol. 10, Aug. 2019. doi:10.3389/fmicb.2019.01933.
R. Laxminarayan et al., “Expanding antibiotic, vaccine, and diagnostics development and access to tackle antimicrobial resistance,” The Lancet, vol. 403, no. 10443, pp. 2534–2550, Jun. 2024. doi:10.1016/s0140-6736(24)00878-x.
+
J. V. Ashurst and A. Dawson, "Klebsiella Pneumonia," StatPearls [Internet]. Treasure Island (FL): StatPearls Publishing, Jan. 2024. Available: https://www.ncbi.nlm.nih.gov/books/NBK519004/ (accessed Jun. 18, 2024).
+
S. E. Prince, K. A. Dominger, B. A. Cunha, and N. C. Klein, “Klebsiella pneumoniae pneumonia,” Heart & Lung, vol. 26, no. 5, pp. 413–417, Sep./Oct. 1997. doi:10.1016/s0147-9563(97)90028-5.
+
L. D. Hughes, A. Aljawadi, and A. Pillai, “An overview of carbapenemase producing Enterobacteriaceae (CPE) in Trauma and Orthopaedics,” Journal of Orthopaedics, vol. 16, no. 6, pp. 455–458, Nov./Dec. 2019. doi:10.1016/j.jor.2019.06.026.
+
T. R. Walsh, “Emerging Carbapenemases: A global perspective,” International Journal of Antimicrobial Agents, vol. 36, pp. S8–S14, Nov. 2010. doi:10.1016/s0924-8579(10)70004-2.
+
S. Santajit and N. Indrawattana, “Mechanisms of Antimicrobial Resistance in ESKAPE Pathogens,” BioMed Research International, vol. 2016, Jan. 2016. doi:10.1155/2016/2475067.
U. Okomo et al., “Aetiology of invasive bacterial infection and antimicrobial resistance in neonates in sub-Saharan Africa: A systematic review and meta-analysis in line with the Strobe-ni reporting guidelines,” The Lancet Infectious Diseases, vol. 19, no. 11, pp. 1219–1234, Nov. 2019. doi:10.1016/s1473-3099(19)30414-1.
+
L. S. Munoz-Price et al., “Clinical epidemiology of the global expansion of Klebsiella pneumoniae carbapenemases,” The Lancet Infectious Diseases, vol. 13, no. 9, pp. 785–796, Sep. 2013. doi:10.1016/s1473-3099(13)70190-7.
+
M. D. Barnes et al., “Klebsiella pneumoniae Carbapenemase-2 (KPC-2), Substitutions at Ambler Position Asp179, and Resistance to Ceftazidime-Avibactam: Unique Antibiotic-Resistant Phenotypes Emerge from β-Lactamase Protein Engineering,” mBio, vol. 8, no. 5, Nov. 2017. doi:10.1128/mbio.00528-17.
+
Y. Hu et al., “Prevalence, risk factors and molecular epidemiology of carbapenem-resistant Klebsiella pneumoniae in patients from Zhejiang, China, 2008–2018,” Emerging Microbes & Infections, vol. 9, no. 1, pp. 1771–1779, Jan. 2020. doi:10.1080/22221751.2020.1799721.
+
“Bacterial pathogen isolation and percentage of antimicrobial resistance, out-patient setting, 2023,” Centre for Health Protection, Department of Health, The Government of the Hong Kong Special Administrative Region, https://www.chp.gov.hk/en/statistics/data/10/641/697/7061.html (accessed Sep. 24, 2024).
+
\ No newline at end of file
diff --git a/pages/project.description.md b/pages/project.description.md
deleted file mode 100644
index 728780e4..00000000
--- a/pages/project.description.md
+++ /dev/null
@@ -1,65 +0,0 @@
-🚧 Under construction
-
-# Inspiration
-The COVID-19 pandemic has popularised the concept and the use of point-of-care testing kits. Inspired by this, our team is attempting to develop a novel point-of-care testing kit that is versatile to detect different types of antibiotic resistance. We initially discovered a potential tool that might help us in constructing our kit, which is the 8-17 deoxyribozymes (DNAzymes), together with the stem-loops and fluoroprobes-containing oligonucleotides. These DNAzymes are capable of receiving inputs at their stem-loops, which will then expose their catalytic sites, and cause cleavage of the oligonucleotides to produce fluorescence [1]. Using this biological logic gate system, we were planning to utilise the DNAzymes stem-loops to detect resistance genes. However, upon consulting the ideas with our Principal Investigators, we realised that a detection kit that depends on fluorescence-based results is not the ideal choice for constructing a point-of-care diagnostic kit. Thus, we shifted our focus to develop a kit that generates colorimetric results instead.
-
-# Background
-
-## Antibiotic Resistance
-Antibiotics, used for over a century to treat bacterial infections, are one of the most successful medical interventions. However, antibiotic resistance has increased due to overuse, causing previously manageable diseases to resurface. Many infectious diseases, which were wiped out by antibiotics, have become a more severe problem in recent years.
-
-In a study published in 2022, it was estimated that 4.95 millions (95% CI 3.62-6.57 millions) of deaths were associated with bacterial antimicrobial resistance (AMR) in 2019, and 1.27 millions of it were caused by bacterial AMR [2]. These figures indicate that deaths due to AMR represent a major global health concern, comparable in scale to leading causes of mortality such as ischemic heart disease, stroke, and chronic obstructive pulmonary disease [3].
-
-Out of the 4.95 millions of bacterial AMR associated deaths, 4.3 millions are occurring in low-income and middle-income countries (LMICs) [4]. This indicates a necessary step up in LMICs’ infection prevention and control, as well as access to affordable diagnosis. According to the Lancet Series on Antimicrobial Resistance, if interventions are implemented to align infection prevention and control standards in LMICs’ healthcare settings with the standards in high-income countries, we will be able to prevent up to 337,000 AMR associated deaths annually [4].
-
-The rise of antibiotic resistant trends is mainly driven by the high selection pressure caused by the increasing use and misuse of antibiotics over the years. Over the past two decades, global antimicrobial use has increased by 46% [3]. The usage of antibiotics to cure infections has actually provided advantages for those bacteria that have resistance, causing the further spread of resistant bacteria since they survive better in the environment compared to the susceptible ones [3].
-
-In the natural process, horizontal gene transfer might also occur among species of bacteria. This process enables bacteria to exchange their genetic material, including antibiotic resistance genes (ARGs), across diverse species, which greatly facilitates collaboration among bacterial populations in the development of multidrug resistance (MDR) [5]. Moreover, MDR leads to the escalation in severity of the problem. The most evident instance is Superbugs, a strain of bacteria that are resistant to several types of antibiotics, which greatly challenges the treatment process of a bacterial infection.
-
-On a larger scope, the problem of AMR causes larger problems than just increased challenge in treating bacterial infection. It also complicates the treatment of chronic kidney disease, diabetes and associated urinary tract and foot infections, chronic obstructive pulmonary disease, liver cirrhosis, as well as surgical care due to the risk of exposure to resistant infections [3]. In addition, AMR impedes progress towards the global childhood survival rate targeted by the Sustainable Development Goal 3. This is because one third of newborn deaths are caused by infections, and half of these infection-related deaths are specifically attributed to sepsis [3]. Concerningly, the pathogens driving these deadly infections are becoming increasingly resistant to the most widely used antibiotic treatments [3].
-
-Furthermore, the rise of antimicrobial resistance has diminished the effectiveness of previously useful antimicrobial drugs, causing access to antimicrobials that were previously considered second-line treatments has become increasingly crucial [3]. The Organization for Economic Cooperation and Development (OECD) projects a twofold surge in resistance to last-resort antibiotics by 2035 compared to 2005 levels [6].
-
-In addressing the problems of antibiotic resistance, the Lancet series in 2024 proposed three goals to be achieved globally by 2030; 10% decrease in deaths from AMR, 20% reduction in inappropriate human antibiotic use, and 30% reduction in inappropriate animal antibiotic use [7]. These goals can only be achieved with optimised surveillance, including diagnosis to prevent the misuse of ineffective antibiotics which only further drive resistance. However, current technologies for diagnosing antibiotic resistance, such as minimum inhibitory concentration (MIC), require lengthy culturing, while genetic tests like PCR necessitate trained personnel. Additionally, routine bacteriological culture testing is available in only 1.3% of laboratories in sub-Saharan Africa [8]. To counteract the rising trend of antibiotic resistance, and to provide better access to diagnostic kits in low-resource settings, a cheaper, faster, and simpler technology is needed.
-
-## *Klebsiella pneumoniae*
-*Klebsiella pneumoniae* has often been linked to causing pneumonia, especially in people who have alcohol use disorder or diabetes mellitus [9]. It is a gram-negative, encapsulated, and non-motile type of bacterium found in the environment, mainly colonising human mucosal surfaces of the oropharynx and gastrointestinal (GI) tract [9]. *Klebsiella pneumoniae* infection is best treated with third- and fourth-generation cephalosporins, quinolones, or carbapenems [10]. However, over the years, *Klebsiella pneumoniae* has shown to produce extended-spectrum beta-lactamase (ESBL) that breaks down and inactivates beta-lactam antibiotics, including cephalosporin, rendering third-generation cephalosporin drugs ineffective for treating *Klebsiella pneumoniae* infections.
-
-Additionally, cases of carbapenem-resistant *Klebsiella pneumoniae* have also been discovered. This thus classifies Klebsiella pneumonia as one of the Carbapenemase-producing Enterobacteriaceae (CPE). Similar to beta-lactamase, carbapenem resistance is conferred by the production of the carbapenemase enzyme which is capable of hydrolyzing and disabling the drug molecule [11], [12]. More concerningly, carbapenemases are encoded on plasmids, for instance, as blaKPC and blaNDM-1 [13]. This means that it can be easily transferred between bacteria through horizontal gene transfer, resulting in a more vigorous spread of the resistance [14].
-
-In the estimated 1.27 million deaths caused by AMR, *Klebsiella pneumoniae* was one of the six leading pathogens [2]. In sub-Saharan Africa, *Klebsiella pneumoniae* contributed to 19.9% deaths caused by AMR and 17.5% of AMR-associated mortality [2]. Other than that, *Klebsiella pneumoniae* is one of the most common causes of neonatal sepsis in low resource settings, such as in sub-Saharan Africa [3], [15]. Although it is estimated that only 3-5% of all community-acquired pneumonia in Western culture is related to *Klebsiella pneumoniae* infection, in developing countries such as African countries, for example, community-acquired *Klebsiella pneumoniae* accounts for roughly 15% of all pneumonia cases [9].
-
-In terms of its resistant variants, resistant *Klebsiella pneumoniae* commonly causes community-acquired urinary tract infections along with resistant Escherichia coli, Proteus mirabilis, and Staphylococcus saprophyticus [3]. According to the World Health Organization, *Klebsiella pneumoniae* showed elevated resistance levels against major antibiotics, compromising the effectiveness of these last-resort drugs and increasing the risk of untreatable infections [6]. This indicates that *Klebsiella pneumoniae* is one of the most significant pathogens when it comes to antibiotic resistance. Additionally, the 2024 Lancet series emphasised on the needs for novel strategies to address the burden of ESKAPE pathogens, which includes *Klebsiella pneumoniae* [4], [13].
-
-With this regard, we consider *Klebsiella pneumoniae* as our starting focus in developing our diagnosis method. With its level of urgency, especially in low-resource settings, performing diagnosis of resistant *Klebsiella pneumoniae* in a simple and low-cost manner will benefit the community for a more effective usage of antibiotics as well as for enhanced surveillance.
-
-# Our Solution
-We are developing a point-of-care test kit, ResiSense, for more efficient diagnosis, using cell-free systems. This proposed testing system consists of three parts: target gene extraction, rolling circle amplification (RCA), and signal expression.
-
-After cell lysis releases bacterial DNA, a snippet of the target gene, which is responsible for antibiotic resistance, is cut using a pair of restriction enzymes and nickase. The phi-29 polymerase aids in releasing the target gene as ss-DNA. This target gene serves as a primer and triggers the formation of peroxidase-mimicking DNAzymes through rolling circle amplification (RCA). Finally, the G-quadruplex DNAzymes cause a colour change in the solution, indicating the presence of antibiotic-resistant genes in bacteria.
-
-All processes in our detection system are designed to occur in isothermal conditions, specifically in room temperature. Our aim is to create a versatile, easily programmable system that can detect various antibiotic resistance genes, starting with those related to *Klebsiella pneumoniae*.
-
-# Our Vision
-As reported in the 2024 Lancet Series on Antimicrobial Resistance, preserving the effectiveness of antibiotics will depend on accurate and timely diagnosis of bacterial infections [7]. However, the scaling up of diagnostic technologies faces a number of challenges, including technological, economic, and behavioural challenges [7]. Thus, this project is mainly about developing an affordable, simple, yet accurate diagnostic kit, aimed to provide better accessibility to diagnostic technologies in low-resource settings by eliminating the problems of lengthy culturing, the need for specialised machines, and trained personnel.
-
-After successfully running our systems to detect the resistance genes of *Klebsiella pneumoniae*, we are planning to expand the project to detect resistance genes of other bacterial species, as well as the species itself. We understand that diagnosing resistance is insufficient without the information of species. Thus, in the future, we will adapt the detection system to also recognize and report the bacteria species that cause the infection.
-
-In the long run, with the lower cost and decent turnaround time, our technology has the potential to help doctors choose the right antibiotics to prescribe, saving lives that would not be possible to save without access to MALDI-TOF. Our technology also helps prevent the spread of antibiotic resistance by alerting the medical professionals of its existence. Financially, we target to open up a new market that was previously unreachable with the current technologies. Lastly, we aim to create an impact in research by developing a methodology that could be readily adapted to detecting other segments of genes in any organism, helping other researchers develop accessible diagnostic tests based on our platform.
-
-# References
-1. M. N. Stojanović and D. Stefanović, “Deoxyribozyme-based half-adder,” Journal of the American Chemical Society, vol. 125, no. 22, pp. 6673–6676, May 2003. [⤴️](https://www.doi.org/10.1021/ja0296632)
-2. C. J. Murray et al., “Global burden of bacterial antimicrobial resistance in 2019: A systematic analysis,” The Lancet, vol. 399, no. 10325, pp. 629–655, Feb. 2022. [⤴️](https://www.doi.org/10.1016/s0140-6736(21)02724-0)
-3. I. N. Okeke et al., “The scope of the Antimicrobial Resistance Challenge,” The Lancet, vol. 403, no. 10442, pp. 2426–2438, Jun. 2024. [⤴️](https://www.doi.org/10.1016/s0140-6736(24)00876-6)
-4. J. A. Lewnard et al., “Burden of bacterial antimicrobial resistance in low-income and middle-income countries avertible by existing interventions: An evidence review and modelling analysis,” The Lancet, vol. 403, no. 10442, pp. 2439–2454, Jun. 2024. [⤴️](https://www.doi.org/10.1016/s0140-6736(24)00862-6)
-5. D. Sun, K. Jeannot, Y. Xiao, and C. W. Knapp, “Editorial: Horizontal gene transfer mediated bacterial antibiotic resistance,” Frontiers in Microbiology, vol. 10, Aug. 2019. [⤴️](https://www.doi.org/10.3389/fmicb.2019.01933)
-6. “Antimicrobial resistance,” World Health Organization, [⤴️](https://www.who.int/news-room/fact-sheets/detail/antimicrobial-resistance) (accessed Apr. 14, 2024).
-7. “Sustainable Access to Effective Antibiotics: An Executive Summary for The Lancet’s Series,” The Lancet Series on Antimicrobial Resistance: The need for sustainable access to effective antibiotics, [⤴️](https://www.thelancet.com/series/antibiotic-resistance?dgcid=tlcom_infographic_amr2024_lancet) (accessed Jun. 17, 2024).
-8. R. Laxminarayan et al., “Expanding antibiotic, vaccine, and diagnostics development and access to tackle antimicrobial resistance,” The Lancet, vol. 403, no. 10443, pp. 2534–2550, Jun. 2024. [⤴️](https://www.doi.org/10.1016/s0140-6736(24)00878-x)
-9. J. V. Ashurst and A. Dawson, "Klebsiella Pneumonia," StatPearls [Internet]. Treasure Island (FL): StatPearls Publishing, Jan. 2024. [Online]. Available: [⤴️](https://www.ncbi.nlm.nih.gov/books/NBK519004/). (accessed Jun. 18, 2024).
-10. S. E. Prince, K. A. Dominger, B. A. Cunha, and N. C. Klein, “Klebsiella pneumoniae pneumonia,” Heart & Lung, vol. 26, no. 5, pp. 413–417, Sep./Oct. 1997. [⤴️](https://www.doi.org/10.1016/s0147-9563(97)90028-5)
-11. L. D. Hughes, A. Aljawadi, and A. Pillai, “An overview of carbapenemase producing Enterobacteriaceae (CPE) in Trauma and Orthopaedics,” Journal of Orthopaedics, vol. 16, no. 6, pp. 455–458, Nov./Dec. 2019. [⤴️](https://www.doi.org/10.1016/j.jor.2019.06.026)
-12. T. R. Walsh, “Emerging Carbapenemases: A global perspective,” International Journal of Antimicrobial Agents, vol. 36, pp. S8–S14, Nov. 2010. [⤴️](https://www.doi.org/10.1016/s0924-8579(10)70004-2)
-13. S. Santajit and N. Indrawattana, “Mechanisms of Antimicrobial Resistance in ESKAPE Pathogens,” BioMed Research International, vol. 2016, Jan. 2016. [⤴️](https://www.doi.org/10.1155/2016/2475067)
-14. “Carbapenemase-producing Enterobacteriaceae (CPE),” National Institute for Communicable Diseases, [⤴️](https://www.nicd.ac.za/diseases-a-z-index/carbapenemase-producing-enterobacteriaceae-cpe) (accessed Jun. 19, 2024).
-15. U. Okomo et al., “Aetiology of invasive bacterial infection and antimicrobial resistance in neonates in sub-Saharan africa: A systematic review and meta-analysis in line with the Strobe-ni reporting guidelines,” The Lancet Infectious Diseases, vol. 19, no. 11, pp. 1219–1234, Nov. 2019. [⤴️](https://www.doi.org/10.1016/s1473-3099(19)30414-1)
\ No newline at end of file
diff --git a/pages/proof-of-concept.html b/pages/proof-of-concept.html
new file mode 100644
index 00000000..79e3737d
--- /dev/null
+++ b/pages/proof-of-concept.html
@@ -0,0 +1,188 @@
+
+ As described in our Project Description, we are developing a point-of-care test kit, ResiSense, for the screening of
+ antibiotic resistance genes. Our proposed detection system consists of three parts: target gene extraction, rolling
+ circle amplification (RCA), and signal expression. This page describes how we designed the experimental settings to
+ prove the concept that we proposed, and the rationale behind those designs. Due to safety concerns, all of our
+ experiments are carried out using Escherichia coli (E. coli) as the chassis instead of the actual pathogenic
+ resistant bacteria.
+
+
+
+
+ Plasmid Construction
+
+
+ For proof of concept purposes, we constructed a pSB1C3-KPC-2-surrogate plasmid that carries a short snippet of
+ the KPC-2 gene by assembling the KPC-2-surrogate gene fragment (BBa_K5041000) with pSB1C3 backbone using the RFC
+ 10 BioBricks assembly standard [1]. Briefly, the partial sequence of KPC-2-surrogate gene was PCR amplified
+ (TaKaRa Bio). Both the RFC 10-compatible amplicons and pSB1C3 (from Interlab 2018 Test Device 5 BBa_J364008,
+ Distribution Kit 2024) were then double digested with EcoRI and PstI restriction enzymes (Anza, Thermo Fisher
+ Scientific) and assembled with T4 ligation (New England Biolabs). Ligation product was used to transform
+ chemically competent DH5α E.coli, and cloned plasmid was later on harvested using DNA-spin™ Plasmid DNA
+ Purification Kit (iNtRON Biotechnology) and verified by Sanger sequencing (BGI Genomics).
+
+
+
+
+
+
+ Rolling Circle Amplification (RCA) Template Construction
+
+
+ To facilitate the RCA process, we have constructed a circularised third-generation (v3) RCA template
+ (BBa_K5041004) with the following sequence in fig 1:
+
+ The linear oligonucleotide strand was synthesised by IDT and assembled into circular ssDNA form using
+ IDT-synthesised scaffold (5’-gccaccgcggtctcacgggt-3’) and T4 DNA ligase (New England Biolabs), and thus, treated
+ with Exonuclease I and III (Thermo Fisher Scientific and Takara Bio) to remove the remaining scaffold.
+
+
+
+
+
+ Cell Lysis
+
+
+ Prior to the detection system, the collected bacterial sample must be lysed to release its bacterial DNA. In
+ this proof of concept stage, we choose to lyse the cells using SDS. Using SDS to lyse bacterial cells has been
+ an established procedure, which is used in the extraction of plasmids from bacteria using miniprep kits [2]. SDS
+ lysis could serve as a benchmark for lysis efficiency and plasmid yield when compared to other lysis methods or
+ buffer compositions. The proof of our methodology in lysing the cells using SDS can be viewed in our Results
+ page. Fig. 2 and fig. 3 illustrate the process of cell lysis and its significance in the downstream reactions.
+
+
+
fig. 2 Cell lysis and release of genomic material for sample bacteria
+
+
fig. 3 Indication of antibiotic resistance gene
+
+
+
+
+
+ Target Gene Extraction
+
+
+
+ After cell lysis, a snippet of the target gene, which is responsible for antibiotic resistance, is cut using a
+ restriction enzyme and a nickase, as illustrated in fig. 4. The nickase is used to cut the 3’ side of the
+ double-stranded DNA (dsDNA), while a restriction enzyme cuts the 5’ side of the gene snippet. The restriction enzyme
+ and nickase used to digest the plasmid in the proof of concept stage are HhaI and Nt.BsmAI (New England Biolabs)
+ respectively.
+
+
+
fig. 4 Digestion site of Restriction Enzyme (HhaI) and Nikase (Nt.BsmAI)
+
+ Following the digestion, phi29 DNA polymerase (New England Biolabs and Beyotime Biotechnology) releases a
+ single-stranded DNA (ssDNA) through linear strand displacement amplification (LSDA) as illustrated in fig. 5. Phi-29
+ binds to the nicked 5’ end of the gene, which is the pSB1C3-KPC-2-surrogate in this proof of concept, and then
+ amplifies one strand of the plasmid up to the HhaI cutting site. This process is expected to amplify a 32 nt ssDNA
+ from the pSB1C3-KPC-2-surrogate plasmid, which will serve as the primer for the following steps, along with 724 and
+ 534 nt ssDNA strands as the side products of this LSDA process.
+
+
+
fig. 5 Working mechanism of phi-29 polymerase
+
+
+ An experiment has also been conducted to test this process, and the results are shown here.
+
+
+
+
+
+
+ Rolling Circle Amplification (RCA)
+
+
+
+ The circularised RCA template consists of a primer binding site, where the 32 nt ssDNA from the previous step will
+ bind to. As presented in fig. 6, upon this binding, phi-29 DNA polymerase will start to add nucleotides following
+ the primer 3’-end, according to sequences complementary to the RCA template [3]. During this step, we expect cells
+ that do not carry KPC-2 gene will not produce complementary primer, thus, will not trigger the RCA process.
+
+ After completing its first round along the RCA template, phi-29 will continue to replicate the RCA template while
+ displacing the complementary strands that it has formed during its previous round [4]. By including the
+ complementary strand of our peroxidase-mimicking G-quadruplex DNAzyme into the RCA template, the RCA process is
+ expected to generate repeats of the G-quadruplex DNAzyme upon the primer binding.
+
+
+
+
+
fig. 6 Step of Rolling Circle Amplification (RCA)
+
+ The RCA template also includes the recognition site of the Nt.BsmAI nicking endonuclease. Without Nt.BsmAI, this RCA
+ process will generate a long continuous strand that consists of repeats of the RCA template. However, with the
+ addition of Nt.BsmAI, the phi-29-produced strands will be nicked by the nickase prior to its displacement, producing
+ shorter products out of the amplification process, as shown in fig. 7. This aims to increase the detection
+ sensitivity by mediating exponential RCA [5].
+
+
+
fig. 7 Product of Rolling Circle Amplification (RCA) after nikase digestion
+
+
+
+ To test the RCA reactions and to eliminate interfering factors, we have also conducted the RCA experiments with
+ synthetic RCA primer from IDT. We tested several conditions for the RCA process and the results can be viewed here.
+
+
+
+
+
+
+
+ Signal Expression
+
+
+
+ The previous step of the system generates G-quadruplex structures that act as peroxidase-mimicking DNAzymes. The
+ products from RCA are then set up into a reaction consisting of Hemin, TMB, and H2O2. If the RCA process was
+ triggered, G-quadruplex DNAzyme will be formed, and thus produce a colour change of the reaction due to the
+ oxidation of tetramethylbenzidine (TMB) to TMB+. The positive reaction is hence indicated by a blue colour while the
+ negative reaction does not change colour from transparent. Fig. 8 presents the colour change reaction in the
+ presence of the G-Quadruplex DNAzyme.
+
+
+
+
+
+
fig. 8 Reaction mixture when combined with G-Quadruplex DNAzyme
+
+ It is understood that the working mechanism of the DNAzyme involves the attachment of Hemin to the G-quadruplex
+ structure, a guanine-rich DNA sequence stabilised by hydrogen bonds, to produce a stable complex [6]. Hemin's iron
+ has the ability to move electrons around to catalyse the conversion of TMB to TMB+ [6].
+
+ To confirm the process of the G-quadruplex DNAzyme reaction, we have also acquired an IDT-synthesised DNA (BBa_K5041001) that will fold into a G-quadruplex structure. All of the experiment results can be found here.
+
+
+
+
+
+
+ Remarks
+
+
+
+ All processes in our detection system are aimed to be completed in isothermal conditions, specifically in room temperature. However, in the proof of concept stage, we mostly performed our experiments in the suggested optimum temperatures of the enzyme. Although we confirmed that most of the reactions can be carried out at 37°C or lower, further verification is required to assess its performance fully at room temperature.
+
+
F. Li, Y. Zhou, H. Yin, and S. Ai, “Recent advances on signal amplification strategies in photoelectrochemical sensing of micrornas,” Biosensors and Bioelectronics, vol. 166, p. 112476, Oct. 2020. doi:10.1016/j.bios.2020.112476
+
R. Hull, “Assay, detection, and diagnosis of plant viruses,” Plant Virology, pp. 755–808, 2014. doi:10.1016/b978-0-12-384871-0.00013-3
+
H.-X. Jiang, Z.-Z. Liang, Y.-H. Ma, D.-M. Kong, and Z.-Y. Hong, “G-quadruplex fluorescent probe-mediated real-time rolling circle amplification strategy for highly sensitive microrna detection,” Analytica Chimica Acta, vol. 943, pp. 114–122, Nov. 2016. doi:10.1016/j.aca.2016.09.019
+
N. Alizadeh, A. Salimi, and R. Hallaj, “Hemin/G-quadruplex horseradish peroxidase-mimicking dnazyme: Principle and biosensing application,” Advances in Biochemical Engineering/Biotechnology, pp. 85–106, 2017. doi:10.1007/10_2017_37
+
\ No newline at end of file
diff --git a/pages/result.html b/pages/result.html
new file mode 100644
index 00000000..303422d7
--- /dev/null
+++ b/pages/result.html
@@ -0,0 +1,136 @@
+
+
RESULTS
+
+ This page presents critical experimental data from our wet lab activities throughout the project. For more
+ details on the experiment design rationale, please see Proof of Concept
+ . For further experimental data,
+ including the troubleshooting processes, please see Engineering Success
+ . Protocols that we used to conduct our
+ experiments in this page are available in Notebook
+ .
+
+
+
+
Cell Lysis: SDS Treatment
+
+
Figure 1
+
+
+ As described in our Proof of Concept
+ , we selected SDS as a method to lyse our cells. Figure 1 shows the results
+ of our SDS treatment of Escherichia coli (E. coli) in the form of microscopy pictures. We selected an area in
+ both pictures and magnified the selected area for comparison. On the left picture, we are able to observe more
+ intact cells, marked in red circles, compared to the picture on the right. This indicates that the lysis of
+ E.coli using SDS under room temperature is successful. To further verify this method quantitatively, more robust
+ luciferase-based tests are planned to be done in the future.
+
+
Protocol: [P25]
+
+
+
+
Target Gene Extraction: Nt.BsmAI/HhaI-LSDA
+
+
Figure 2
+
+
+ In this project, we extract our primer, which will then be used in downstream reactions, through LSDA. This
+ process involves the nicking and cutting of pSB1C3-KPC-2-surrogate by Nt.BsmAI and HhaI. As illustrated in our
+ Proof of Concept
+ , this process is expected to amplify a 32 nt ssDNA from the pSB1C3-KPC-2-surrogate plasmid, along with 724 and
+ 534 nt ssDNA strands as the side products of this LSDA process. Figure 2 shows that our LSDA reaction has
+ successfully generated both the 724 and 534 nt ssDNA. However, we are unable to detect the 32 nt primer,
+ potentially due to its smaller size. To further validate this method, we will combine this reaction with RCA to
+ determine if it can produce a positive RCA result.
+
+
+ Note that In this preliminary experiment, we performed 45 minutes digestion, which was then followed by the
+ incubation with phi29 for an extra 15 minutes in order to prevent the displaced ssDNA from phi29 exonuclease
+ activity. However, this two-step reaction is unnecessary in the target gene extraction-RCA coupling since the
+ extracted primer will immediately bind to the RCA template.
+
+
Protocol: [P26]
+
+
+
Rolling Circle Amplification (RCA)
+
RCA in rCutSmart
+
+
Figure 3
+
+
+ To facilitate the coupling of the target gene extraction and the RCA process, the reaction mixture must be
+ compatible for both reactions. Therefore, we tested whether phi29 is compatible with the rCutSmart buffer, which
+ is the primary buffer for Nt.BsmAI and HhaI. Figure 3 demonstrated that the RCA process can be fully performed
+ in the rCutSmart buffer. This is indicated by the presence of smearing bands, with a size larger than the 10,000
+ bp DNA ladder, in both “10X Reaction Buffer” and “rCutSmart Buffer” lanes. The smearing bands are expected due
+ to the continuous amplification by RCA and generation of variable-length amplification products. Further
+ verification is also obtained by the result of experiment E2.3 in Engineering Success
+ .
+
+
Protocols: [P27], [P28]
+
Third-generation RCA
+
+
Figure 4
+
+
+ We have also verified both our RCA template circularisation and our RCA methods. With our third-generation RCA
+ template (BBa_K5041004)
+ , we are able to obtain satisfactory results for our RCA.
+
+
+ In figure 4, lanes (1)-(4) included both the third-generation (v3) template (treated with Exonuclease I and III)
+ and the RCA primer (Integrated DNA Technologies), mixed with the Nt.BsmAI nicking endonuclease (New England
+ Biolabs). The template amounts were 1 ng, 2 ng, 4 ng, and 8 ng, respectively. Lane (5) contained the same
+ template and RCA primer but without Nt.BsmAI, while lane (6) had only the third-generation template (treated
+ with Exonuclease I and III), with neither the primer nor Nt.BsmAI.
+
+
+ Lanes (1)-(4) displayed a smearing band throughout, indicating successful RCA and effective cutting by Nt.BsmAI,
+ with band intensity increasing alongside the template amounts. Lane (5) showed a smearing band concentrated at
+ sizes larger than 10,000 bp, suggesting successful RCA in that sample. In contrast, lane (6) had no detected
+ band, confirming that we obtained true negative results from this circularization method.
+
+
Protocols: [P22], [P23]
+
+
+
+
Signal Expression: G-Quadruplex DNAzyme Assay
+
+
+
Figure 5
+
+
+ To verify our project mechanism, we coupled the RCA results we obtained in figure 4 for G-Quadruplex assay. As
+ shown in figure 5, both samples (1) and (2) exhibited a similar slight colour change to blue, while sample (3)
+ and (4) had a stronger colour change. Sample (5) had similar colour change as (1), while sample (6) did not
+ produce observable blue colour. The last shown sample was a positive control reaction mixture using
+ IDT-synthesised G-Quadruplex DNAzyme (BBa_K5041001)
+ . These results indicate that we have successfully coupled our third-generation RCA reaction with the
+ G-Quadruplex assay.
+
+
Protocol: [P24]
+
+
+
Conclusion
+
+ We have individually tested the cell lysis and target gene extraction, and coupled the RCA reaction with the
+ G-Quadruplex DNAzyme assay. The experimental results support the claim that the project is feasible and the
+ mechanism is valid. To further support our claim, more experiments are planned to confirm the coupling of all
+ reactions.
+
+
+
+
+
Additional Key Information
+
+ All processes in our detection system are designed to be completed at room temperature. While we have confirmed
+ that most reactions can occur at 37°C or below, we primarily performed the experiments at the recommended
+ optimal temperature for each enzyme for the ease of detection and so validation of concept. Further optimization
+ on the individual steps are needed to evaluate the product performance at room temperature. In the future, we
+ are also planning to characterise our detection system on its sensitivity and specificity.
+
+
\ No newline at end of file
diff --git a/pages/team-member.html b/pages/team-member.html
new file mode 100644
index 00000000..c8153407
--- /dev/null
+++ b/pages/team-member.html
@@ -0,0 +1,105 @@
+
Team Member
+
+
+
+
+
Rickey Leung
+
Year 4 | Biomedical Engineering
+
Student Leader & Modeling Lead
+
"I guess the previous researchers could read the modeling ideas in my mind"
+
+
+
+
+
+
Michelle Lee
+
Year 3 | Biomedical Engineering
+
Wet Lab Lead
+
"Feed my cells or feed myself?"
+
+
+
+
+
+
Martin Ho
+
Year 4 | Biomedical Engineering
+
Human Practice Lead
+
"Can we go get coffee"
+
+
+
+
+
+
Fiona Lam
+
Year 3 | Biomedical Engineering
+
Education Lead
+
"Figma is the love of my life <3 "
+
+
+
+
+
+
Tommy Li
+
Year 3 | Biomedical Engineering
+
Website Lead
+
"Zzz Zzz Zzz"
+
+
+
+
+
+
Cheuk Ka
+
Year 4 | Biomedical Engineering
+
Video Lead
+
"Figma embodies the war between designer and developer"
+
+
+
+
+
+
Angle Cheung
+
Year 3 | Molecular Biotechnology
+
Wet lab & Education Member
+
"Angleeeeeee"
+
+
+
+
+
+
Gordon Law
+
Year 4 | Biochemistry
+
Wet Lab & Human Practice Member
+
"Practicing UTC+2 sleep schedule all the way from Hong Kong"
+
+
+
+
+
+
Courtney
+
Year 3 | Chemistry & Biology
+
Wet lab, Education & Modeling Member
+
"Entropy is getting higher in both the lab and my room"