http://www.stemdb.org/bioresources/index.htm
BioResource Index is an index of commonly used bioinformatics and systems biology databases and software tools. The index covers resources for the analysis of high-throughput genetic, transcriptional, sequence analysis and proteomic profiling. BioResource Index was developed as part of the StemDB database project, funded by the EU FP7 project Eurosystem.
Just a collection of some random cool stuff. PS. Almost 99% of the contents here are not mine and I don't take credit for them, I reference and copy part of the interesting sections.
Friday, September 30, 2011
Questioning -- Albert Einstein
“The important thing is not to stop questioning. Curiosity has its own reason for existing”
-Albert Einstein
-Albert Einstein
Thursday, September 29, 2011
Live each day as the Last
"Live not one's life as though one had a thousand years, but live each day as the last."
Marcus Aurelius Antoninus
Marcus Aurelius Antoninus
Wednesday, September 28, 2011
Mouse brain preparation - Mouse Brain Library
Mouse brain preparation - Mouse Brain Library
http://www.mbl.org/tutorials/MBLTrainingManual/index.html
http://www.mbl.org/tutorials/MBLTrainingManual/index.html
Hit F3 in Ubuntu Nautilus to get a side-by-side file explorer window
Hit F3 in Ubuntu Nautilus to get a side-by-side file explorer window
Writing bad news
http://www.google.com/url?sa=t&source=web&cd=14&ved=0CDEQFjADOAo&url=http%3A%2F%2Femedia.leeward.hawaii.edu%2Fhurley%2Fmodules%2Fmod3%2F3_docs%2Fbadnews.pdf&rct=j&q=telling%20your%20referees%20that%20you%20didn%27t%20get%20the%20scholarship%20or%20the%20job&ei=SlSDTrm1I-nUiAK3ha38DA&usg=AFQjCNHrd3hqDd3uLz7ZHyvtaSqFQ8H4wQ&sig2=3Of3LDwnjmFlQh9skd8H-A&cad=rja
Keep it positive, praise, understanding
Do
Please clarify your request.
Don't
Your request doesn't make any sense.
Keep it positive, praise, understanding
Do
Please clarify your request.
Don't
Your request doesn't make any sense.
SADI Semantic Web Services
Semantic Web workshop reading materials
http://sadiframework.org/training/WS2/readingmaterial.html
http://sadiframework.org/training/WS2/readingmaterial.html
Tuesday, September 27, 2011
ImageJ
http://rsbweb.nih.gov/ij/docs/intro.html
Hundreds of plugins, for segmentation, region of interest (ROI) thresholding, cell counting
http://132.187.25.13/home/?category=Download&page=SegmentationEditor
http://rsb.info.nih.gov/ij/plugins/index.html
It can display, edit, analyze, process, save and print 8-bit, 16-bit and 32-bit images. It can read many image formats including TIFF, GIF, JPEG, BMP, DICOM, FITS and "raw". It supports "stacks", a series of images that share a single window. It is multithreaded, so time-consuming operations such as image file reading can be performed in parallel with other operations.
It can calculate area and pixel value statistics of user-defined selections. It can measure distances and angles. It can create density histograms and line profile plots. It supports standard image processing functions such as contrast manipulation, sharpening, smoothing, edge detection and median filtering.
It does geometric transformations such as scaling, rotation and flips. Image can be zoomed up to 32:1 and down to 1:32. All analysis and processing functions are available at any magnification factor. The program supports any number of windows (images) simultaneously, limited only by available memory.
Spatial calibration is available to provide real world dimensional measurements in units such as millimeters. Density or gray scale calibration is also available.
Hundreds of plugins, for segmentation, region of interest (ROI) thresholding, cell counting
http://132.187.25.13/home/?category=Download&page=SegmentationEditor
http://rsb.info.nih.gov/ij/plugins/index.html
It can display, edit, analyze, process, save and print 8-bit, 16-bit and 32-bit images. It can read many image formats including TIFF, GIF, JPEG, BMP, DICOM, FITS and "raw". It supports "stacks", a series of images that share a single window. It is multithreaded, so time-consuming operations such as image file reading can be performed in parallel with other operations.
It can calculate area and pixel value statistics of user-defined selections. It can measure distances and angles. It can create density histograms and line profile plots. It supports standard image processing functions such as contrast manipulation, sharpening, smoothing, edge detection and median filtering.
It does geometric transformations such as scaling, rotation and flips. Image can be zoomed up to 32:1 and down to 1:32. All analysis and processing functions are available at any magnification factor. The program supports any number of windows (images) simultaneously, limited only by available memory.
Spatial calibration is available to provide real world dimensional measurements in units such as millimeters. Density or gray scale calibration is also available.
Monday, September 26, 2011
Rose and name
What's in a name? That which we call a rose
By any other name would smell as sweet.
~William Shakespeare, Romeo and Juliet
By any other name would smell as sweet.
~William Shakespeare, Romeo and Juliet
BCIC New Ventures Competition
http://www.newventuresbc.com/about-nvbc/
The BCIC-New Ventures competition was founded in 2000 under the direction of Wal van Lierop as a means of recognizing and encouraging entrepreneurship in B.C.’s technology sector. The first board included representation from both public and private organizations, and many of the founding organizations and key individuals from the original group have provided continuous support to the competition.
However, it’s not only the winners of the competition who go on to success. Many finalists and round-three competitors use the skills they have learned in the competition to commercialize their business ideas.
The BCIC-New Ventures competition was founded in 2000 under the direction of Wal van Lierop as a means of recognizing and encouraging entrepreneurship in B.C.’s technology sector. The first board included representation from both public and private organizations, and many of the founding organizations and key individuals from the original group have provided continuous support to the competition.
However, it’s not only the winners of the competition who go on to success. Many finalists and round-three competitors use the skills they have learned in the competition to commercialize their business ideas.
Saturday, September 24, 2011
Amazon Kindle e-Reader Hacks
http://ireaderreview.com/2008/09/23/top-19-amazon-kindle-tips-do-you-get-the-most-out-of-your-kindle/
Another tip you might want to add is how to access websites that Kindle may not work with nicely (such as a site with lots of frames). A way around this is to go through a mobile proxy site. I use one at http://mowser.com/ and it works well for the Kindle.
- free 3g
- long battery life
- good on the sign
- plays mp3
- light
- but cracks easily
- no color
- can be slow to load
- hard to type
Another tip you might want to add is how to access websites that Kindle may not work with nicely (such as a site with lots of frames). A way around this is to go through a mobile proxy site. I use one at http://mowser.com/ and it works well for the Kindle.
- free 3g
- long battery life
- good on the sign
- plays mp3
- light
- but cracks easily
- no color
- can be slow to load
- hard to type
Friday, September 23, 2011
Grand challenges in bioinformatics and computational biology
http://www.frontiersin.org/bioinformatics_and_computational_biology/10.3389/fgene.2011.00060/full#B3
profile quantitatively the amounts, activities, spatial locations, and movements of many molecules inside the cells, as well as register multiple parameters describing the whole cells and cell populations
profile quantitatively the amounts, activities, spatial locations, and movements of many molecules inside the cells, as well as register multiple parameters describing the whole cells and cell populations
Dating with your brain: Five tips from a neurophysiologist
http://www.sunherald.com/2011/09/22/3452300/dating-with-your-brain-five-tips.html
2. For the guys: Appeal to a woman's brain
"There are key differences in the way sexes choose partners, obviously, and this is because the female and male brains are just wired differently...although this isn't always black and white but rather a continuum. In general men are mostly visual, whereas women are 'cerebral' for a better way of putting it. They require more than just visual stimulation to be attracted to someone."
Funny and smart will get you pretty far with the ladies. It's science!
2. For the guys: Appeal to a woman's brain
"There are key differences in the way sexes choose partners, obviously, and this is because the female and male brains are just wired differently...although this isn't always black and white but rather a continuum. In general men are mostly visual, whereas women are 'cerebral' for a better way of putting it. They require more than just visual stimulation to be attracted to someone."
Funny and smart will get you pretty far with the ladies. It's science!
13 Most Overused Resume Phrases
http://www.careerbuilder.ca/Article/CB-283-Resumes-and-Cover-Letters-13-Most-Overused-R%C3%A9sum%C3%A9-Phrases/?sc_extcmp=cbca_9283&cblang=CAEnglish&SiteId=cbca_9283
Cliché No. 1: "Strong communication, customer service and organizational skills."
Let Sweeney rephrase that: Possess strong communication, customer service and organizational skills, which increased customer satisfaction from 85% to 98% and realized 100% on-time delivery of assigned projects.*
Cliché No. 7: "Team player."
Let Sweeney rephrase that: Possess strong commitment to team environment dynamics with the ability to contribute expertise and follow leadership directives at appropriate times.
hmm ... will these be the next cliche?
Cliché No. 1: "Strong communication, customer service and organizational skills."
Let Sweeney rephrase that: Possess strong communication, customer service and organizational skills, which increased customer satisfaction from 85% to 98% and realized 100% on-time delivery of assigned projects.*
Cliché No. 7: "Team player."
Let Sweeney rephrase that: Possess strong commitment to team environment dynamics with the ability to contribute expertise and follow leadership directives at appropriate times.
hmm ... will these be the next cliche?
Roots and Wings
“Good parents,” Jonas Salk once told me, “give their children roots and wings. Roots to know where home is, wings to fly away and exercise what's been taught them.”
Chicken Soup for the Soul
Chicken Soup for the Soul
Wednesday, September 21, 2011
results in research only begets for more questions
results in research only begets for more questions
Tuesday, September 20, 2011
Monday, September 19, 2011
Translational bioinformatics
2011 AMIA Summit on Translational Bioinformatics
http://jointsummits2011.amia.org/TBI/overview
Exponentially growing biological and bioinformatics data sets present a challenge and an opportunity for researchers to contribute to the understanding of the genetic basis of phenotypes. Due to breakthroughs in microarray technology, it is possible to simultaneously monitor the expressions of thousands of genes, and it is imperative that researchers have access to the clinical data to understand the genetics and proteomics
of the diseased tissue. This technology could be a landmark in personalized medicine, which will provide storage for clinical and genetic data in electronic health records (EHRs). In this paper, we explore the computational and ethical challenges that emanate from the intersection of bioinformatics and healthcare informatics research. We describe the current situation of the EHR and its capabilities to store clinical and genetic data and then discuss the Genetic Information Nondiscrimination Act. Finally, we posit that the synergy obtained from the collaborative efforts between the genomics, clinical, and healthcare disciplines has potential to enhance and promote faster and more advanced breakthroughs in healthcare.
http://perspectives.ahima.org/index.php?option=com_content&view=article&id=166:translational-bioinformatics-and-healthcare-informatics-computational-and-ethical-challenges&catid=42:electronic-records&Itemid=88
http://jointsummits2011.amia.org/TBI/overview
Exponentially growing biological and bioinformatics data sets present a challenge and an opportunity for researchers to contribute to the understanding of the genetic basis of phenotypes. Due to breakthroughs in microarray technology, it is possible to simultaneously monitor the expressions of thousands of genes, and it is imperative that researchers have access to the clinical data to understand the genetics and proteomics
of the diseased tissue. This technology could be a landmark in personalized medicine, which will provide storage for clinical and genetic data in electronic health records (EHRs). In this paper, we explore the computational and ethical challenges that emanate from the intersection of bioinformatics and healthcare informatics research. We describe the current situation of the EHR and its capabilities to store clinical and genetic data and then discuss the Genetic Information Nondiscrimination Act. Finally, we posit that the synergy obtained from the collaborative efforts between the genomics, clinical, and healthcare disciplines has potential to enhance and promote faster and more advanced breakthroughs in healthcare.
http://perspectives.ahima.org/index.php?option=com_content&view=article&id=166:translational-bioinformatics-and-healthcare-informatics-computational-and-ethical-challenges&catid=42:electronic-records&Itemid=88
Sunday, September 18, 2011
MRI Research Demonstrates ALS Attacks Multiple Parts of the Brain
http://www.sciencedaily.com/releases/2011/09/110916131252.htm?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+sciencedaily+%28ScienceDaily%3A+Latest+Science+News%29
Recently published studies by a researcher in the Faculty of Medicine & Dentistry demonstrate that ALS -- known as Lou Gehrig's disease -- damages neurons in parts of the brain responsible for cognition and behaviour.
Kalra uses magnetic resonance imaging (MRI) not to just look at pictures of the brain, but also as a means of measuring the levels of various chemicals in the brain. In his most recently published paper, he looked at two different chemicals called NAA and mIns. NAA is known as a neural marker, which means it is only found in neurons, while levels of mIns increase when there is abnormal scarring in the brain.
His paper published in early 2011 looked at decreasing levels of NAA in the cingulate cortex -- the first time MRI had been used to measure chemicals in this region of the brain in ALS. And his most recently published paper, which came out late this summer, was the first to demonstrate that NAA was decreasing and mIns was increasing in the frontal lobe, even when there weren't signs of cognitive or behavioural issues in patients. The frontal lobe is considered the hub for cognition and behaviour in the brain.
N. Sudharshan, C. Hanstock, B. Hui, T. Pyra, W. Johnston, S. Kalra. Degeneration of the Mid-Cingulate Cortex in Amyotrophic Lateral Sclerosis Detected In Vivo with MR Spectroscopy. American Journal of Neuroradiology, 2010; 32 (2): 403 DOI: 10.3174/ajnr.A2289
Recently published studies by a researcher in the Faculty of Medicine & Dentistry demonstrate that ALS -- known as Lou Gehrig's disease -- damages neurons in parts of the brain responsible for cognition and behaviour.
Kalra uses magnetic resonance imaging (MRI) not to just look at pictures of the brain, but also as a means of measuring the levels of various chemicals in the brain. In his most recently published paper, he looked at two different chemicals called NAA and mIns. NAA is known as a neural marker, which means it is only found in neurons, while levels of mIns increase when there is abnormal scarring in the brain.
His paper published in early 2011 looked at decreasing levels of NAA in the cingulate cortex -- the first time MRI had been used to measure chemicals in this region of the brain in ALS. And his most recently published paper, which came out late this summer, was the first to demonstrate that NAA was decreasing and mIns was increasing in the frontal lobe, even when there weren't signs of cognitive or behavioural issues in patients. The frontal lobe is considered the hub for cognition and behaviour in the brain.
N. Sudharshan, C. Hanstock, B. Hui, T. Pyra, W. Johnston, S. Kalra. Degeneration of the Mid-Cingulate Cortex in Amyotrophic Lateral Sclerosis Detected In Vivo with MR Spectroscopy. American Journal of Neuroradiology, 2010; 32 (2): 403 DOI: 10.3174/ajnr.A2289
Gamers Succeed Where Scientists Fail: Molecular Structure of Retrovirus Enzyme Solved, Doors Open to New AIDS Drug Design
www.sciencedaily.com/releases/2011/09/110918144955.htm
Gamers have solved the structure of a retrovirus enzyme whose configuration had stumped scientists for more than a decade. The gamers achieved their discovery by playing Foldit, an online game that allows players to collaborate and compete in predicting the structure of protein molecules.
This class of enzymes, called retroviral proteases, has a critical role in how the AIDS virus matures and proliferates. Intensive research is under way to try to find anti-AIDS drugs that can block these enzymes, but efforts were hampered by not knowing exactly what the retroviral protease molecule looks like.
Firas Khatib, Frank DiMaio, Seth Cooper, Maciej Kazmierczyk, Miroslaw Gilski, Szymon Krzywda, Helena Zabranska, Iva Pichova, James Thompson, Zoran Popović, Mariusz Jaskolski, David Baker. Crystal structure of a monomeric retroviral protease solved by protein folding game players. Nature Structural & Molecular Biology, 2011; DOI: 10.1038/nsmb.2119
Gamers have solved the structure of a retrovirus enzyme whose configuration had stumped scientists for more than a decade. The gamers achieved their discovery by playing Foldit, an online game that allows players to collaborate and compete in predicting the structure of protein molecules.
This class of enzymes, called retroviral proteases, has a critical role in how the AIDS virus matures and proliferates. Intensive research is under way to try to find anti-AIDS drugs that can block these enzymes, but efforts were hampered by not knowing exactly what the retroviral protease molecule looks like.
Firas Khatib, Frank DiMaio, Seth Cooper, Maciej Kazmierczyk, Miroslaw Gilski, Szymon Krzywda, Helena Zabranska, Iva Pichova, James Thompson, Zoran Popović, Mariusz Jaskolski, David Baker. Crystal structure of a monomeric retroviral protease solved by protein folding game players. Nature Structural & Molecular Biology, 2011; DOI: 10.1038/nsmb.2119
Thursday, September 15, 2011
Options for collaborating with LaTeX
http://tex.stackexchange.com/questions/4489/what-is-a-good-strategy-for-obtaining-comments-on-a-latex-document-from-non-latex
http://stackoverflow.com/questions/539791/tips-for-collaboratively-editing-a-latex-document
http://luca.cse.ucsc.edu/Style_guidelines_for_student_co-authors
- use latex2rtf to export it to an rtf file which can be opened in word
- export to PDF and have the PDF edited using Acrobat Pro
- add line numbers, manual e-mail of revisions
both will need some manual editing to apply changes back to latex :(
- or do everything in word first, then make the final submission in latex?
http://stackoverflow.com/questions/539791/tips-for-collaboratively-editing-a-latex-document
http://luca.cse.ucsc.edu/Style_guidelines_for_student_co-authors
- use latex2rtf to export it to an rtf file which can be opened in word
- export to PDF and have the PDF edited using Acrobat Pro
- add line numbers, manual e-mail of revisions
both will need some manual editing to apply changes back to latex :(
- or do everything in word first, then make the final submission in latex?
latent semantic indexing
latent semantic indexing (lsi) - SVD can be used to cluster documents and carry out information retrieval by using concepts instead of exact word-matching
data encoded in term-frequency matrix (TF)
encode documents to search in a matrix: rows=words, columns=documents, cells=# of words in that document
create a query as a Nx1 vector (N words, mark 1 for matching row index -- word must be in vocabulary), 1 document query
then compare this vector against other documents in the term-frequency matrix to find the document most relevant, use dot product to compare because this avoids the scale problem with finding the euclidean distance
normalization
also, to avoid searching for words that are useless or occur everywhere, eg. "the", use the term frequency:
total # of times w appears in d / total number of words in d
inverse document frequency:
idf = log (D / (1+Dw)) D:# of documents in corpus, Dw:# of documents the word appears in
data encoded in term-frequency matrix (TF)
encode documents to search in a matrix: rows=words, columns=documents, cells=# of words in that document
create a query as a Nx1 vector (N words, mark 1 for matching row index -- word must be in vocabulary), 1 document query
then compare this vector against other documents in the term-frequency matrix to find the document most relevant, use dot product to compare because this avoids the scale problem with finding the euclidean distance
normalization
also, to avoid searching for words that are useless or occur everywhere, eg. "the", use the term frequency:
total # of times w appears in d / total number of words in d
inverse document frequency:
idf = log (D / (1+Dw)) D:# of documents in corpus, Dw:# of documents the word appears in
Your Silence Is Hurting Your Company
And here's the cost to our silence — when issues stay unaddressed, stagnant, broken — we all fail. We ship bad products, our brand suffers, and our company performance plummets. In general, things suck. Not just for "them" but for all of "us." The cost of silence is suck-ness.
When we are silent, we are hurting the outcome. You see, minority viewpoints have been proven to aid the quality of decision making in juries, by teams and for the purpose of innovation. Research proves then even when the different points of view are wrong, they cause people to think better, to create more solutions and to improve the creativity of problem solving.
And so here's the opportunity to avoid suck-ness, and the thing I've learned along the way to speak your truth without losing your job. Rather than saying, "This is the problem" which can risk looking the fool and quite possibly pissing someone off, ask this: "Could it be ...that this is the problem?"
"Could it be" is a conversation starter, rather than an assertion. It is the way you put it out there without having to defend it. Could it be allows the issue to be a question for everyone. Could it be allows for a dialogue exchange rather than a yes/no argument.
Could it be....you're ready to speak up?
http://blogs.hbr.org/cs/2011/09/your_silence_is_hurting_your_company.html?utm_source=twitterfeed&utm_medium=twitter
When we are silent, we are hurting the outcome. You see, minority viewpoints have been proven to aid the quality of decision making in juries, by teams and for the purpose of innovation. Research proves then even when the different points of view are wrong, they cause people to think better, to create more solutions and to improve the creativity of problem solving.
And so here's the opportunity to avoid suck-ness, and the thing I've learned along the way to speak your truth without losing your job. Rather than saying, "This is the problem" which can risk looking the fool and quite possibly pissing someone off, ask this: "Could it be ...that this is the problem?"
"Could it be" is a conversation starter, rather than an assertion. It is the way you put it out there without having to defend it. Could it be allows the issue to be a question for everyone. Could it be allows for a dialogue exchange rather than a yes/no argument.
Could it be....you're ready to speak up?
http://blogs.hbr.org/cs/2011/09/your_silence_is_hurting_your_company.html?utm_source=twitterfeed&utm_medium=twitter
Defend your project / thesis
Need to learn how to defend your project / thesis.
First, if someone hands you a problem, you won't feel that it is yours, you won't have that possessiveness that makes you want to work on it, defend it, fight for it, and make it come out beautifully
Write a Proposal and Get It Criticized.
http://www.yale.edu/eeb/stearns/advice.htm
First, if someone hands you a problem, you won't feel that it is yours, you won't have that possessiveness that makes you want to work on it, defend it, fight for it, and make it come out beautifully
Write a Proposal and Get It Criticized.
http://www.yale.edu/eeb/stearns/advice.htm
curiosity vs real investigation
"Physiological experiment on animals is justifiable for real investigation, but not for mere damnable and detestable curiosity."
-- Charles Darwin
-- Charles Darwin
The Synaptic Organization of the Brain
The Synaptic Organization of the Brain
Gordon M. Shepherd
details for each brain region, cell populations, cell proportions, brain wiring
Gordon M. Shepherd
details for each brain region, cell populations, cell proportions, brain wiring
Wednesday, September 14, 2011
Eyes of Love
http://www.chickensoup.com/newsletter.asp?newsid=article-daily-110914&utm_source=CSS_Email&utm_medium=Bulletin&utm_term=20110911&utm_content=1&utm_campaign=daily
Anyone who keeps the ability to see beauty never grows old.
~Franz Kafka
Anyone who keeps the ability to see beauty never grows old.
~Franz Kafka
Thesis writing
Style Guides and Computer Tools
http://www.grad.ubc.ca/handbook-graduate-supervision/handbook-graduate-supervision
http://www.grad.ubc.ca/current-students/dissertation-thesis-preparation/style-guides-computer-tools
http://www.grad.ubc.ca/current-students/dissertation-thesis-preparation/thesis-basics
http://www.grad.ubc.ca/current-students/dissertation-thesis-preparation/structure-masters-thesis
http://www.grad.ubc.ca/handbook-graduate-supervision/handbook-graduate-supervision
- Review the literature regularly and keep your literature survey up-to-date
- Maintain exemplary records of your experimental/theoretical work (so that others can replicate
- your results)
- While your supervisor is required to be reasonably available for consultation, it is you responsibility to keep in touch with your supervisor
- Make yourself available to your supervisor for regular meetings at mutually acceptable times
- Follow the university's policy regarding ownership of intellectual property
- "It’s all a matter of perspective. As a student you have little to no control over the administrative part of things, but on the flip side, if you take the time to get to know your administrators, things can be made a lot smoother, especially if someone in the office is willing to sign a form that is late."
- "Ultimately, you are responsible for yourself as a graduate student. It’s time to learn how to self-advocate."
- "Take care of your committee. It sounds corny, but if the student doesn’t care, the committee won’t. For example, set up meetings (time and agenda), give them plenty of information on what you are doing (progress reports), and remind them of past, present, and future important stuff."
- "Don’t expect your committee to care for your emotions. Their role is to put students to the test."
- "Other graduate students are your ticket to a healthy student life. They either have gone through it, are going through it, or will go through it. Sharing feelings and experiences will keep you sane."
- "It’s tough, yet rewarding at the same time, being a graduate student. There are a lot of us at UBC, so competition is high."
- "Be nice to librarians: they are a key resource as your research progresses. You may need their assistance not only during the literature review, but for data analysis, web searches, copyright issues."
- "Use your research to make contacts. Remember, you aren’t just conducting graduate research—you are also entering a field of colleagues."
http://www.grad.ubc.ca/current-students/dissertation-thesis-preparation/style-guides-computer-tools
http://www.grad.ubc.ca/current-students/dissertation-thesis-preparation/thesis-basics
http://www.grad.ubc.ca/current-students/dissertation-thesis-preparation/structure-masters-thesis
Seeing and Giants
If I have seen farther it is by standing on the shoulders of Giants.
— Sir Isaac Newton (1855)
— Sir Isaac Newton (1855)
Exome sequencing special issue Genome Biology
-
Next-generation human genetics
Exome and genome sequencing are reshaping the landscape of human genetics; Jay Shendure discusses the lessons learnt and opportunities opened
-
Exome issue editorial
Special Issues Editor, Hannah Stower, introduces Genome Biology's issue on exome sequencing
-
Unlocking Mendelian disease using exome sequencing
In the past 2 years, exome sequencing has provided significant new insights into the causes of both Mendelian and sporadic genetic diseases
-
Exome sequencing
Many computational and statistical methods are now available to narrow down causal variants in exome sequencing data, for both Mendelian and complex diseases
-
Exome sequencing: the expert view
Three leaders in the field of exome sequencing discuss why the approach is so popular and how it is contributing to genomics
-
Population exomics and human evolution
Exome sequencing is poised to yield substantial insights into human genetic variation and evolutionary history, but there are significant challenges to overcome before this becomes a reality
-
Hereditary hearing loss genes
Targeted capture and sequencing of genomic DNA from subjects with inherited hearing loss offers an effective screen for mutations
-
Wheat exon capture
Capture tools for 3.5 Mb exon regions of allotetraploid wheat are developed and applied to identify coding differences in wild and cultivated wheat
-
Mouse exome capture
In solution capture reagents are developed for the mouse exome and demonstrated in multiple inbred strains and novel mutant strains
-
Exome linkage analysis
A method for performing linkage analysis from exome sequencing variant data is presented
-
Rare coding variants
The 1000 Genomes Project presents exome sequence data for 1000 genes from 700 individuals, better defining low frequency variants
-
The cost of sequencing
The sharp decrease in the cost of 'data generation' has not been matched by a comparable decrease in the cost of the computational infrastructure required to mine the data
Tuesday, September 13, 2011
Math tutorials -- linear algebra
Math tutorials
linear algebra , eigen vectors and eigen values
http://tutorial.math.lamar.edu/sitemap.aspx
linear algebra , eigen vectors and eigen values
http://tutorial.math.lamar.edu/sitemap.aspx
SVD in Python
$ sudo apt-get install python-scipy python-matplotlib
from scipy import *
from pylab import *
# load img
img = imread('myimg.png')[:,:,0]
gray()
figure(1)
imshow(img)
# get A = U * S * Vt singular value decomposition
m,n = img.shape
U,S,Vt = svd(img)
S = resize(S,[m,1])*eye(m,n)
# get first 20 eigenvectors
k = 20
figure(2)
imshow(dot(U[:,1:k], dot(S[1:k,1:k], Vt[1:k,:])))
show()
http://www.cs.ubc.ca/~nando/540b-2011/lectures/l2.pdf
from scipy import *
from pylab import *
# load img
img = imread('myimg.png')[:,:,0]
gray()
figure(1)
imshow(img)
# get A = U * S * Vt singular value decomposition
m,n = img.shape
U,S,Vt = svd(img)
S = resize(S,[m,1])*eye(m,n)
# get first 20 eigenvectors
k = 20
figure(2)
imshow(dot(U[:,1:k], dot(S[1:k,1:k], Vt[1:k,:])))
show()
http://www.cs.ubc.ca/~nando/540b-2011/lectures/l2.pdf
Love and missing
Love is missing someone whenever you're apart, but somehow feeling warm inside because you're close in heart.
~Kay Knudsen
http://www.chickensoup.com/newsletter.asp?newsid=article-daily-110913&utm_source=CSS_Email&utm_medium=Bulletin&utm_term=20110911&utm_content=1&utm_campaign=daily
~Kay Knudsen
http://www.chickensoup.com/newsletter.asp?newsid=article-daily-110913&utm_source=CSS_Email&utm_medium=Bulletin&utm_term=20110911&utm_content=1&utm_campaign=daily
Monday, September 12, 2011
Well-known individuals with disabilities inspire readers
http://toolstolife.com/
http://www.delmarvanow.com/article/20110911/NEWS01/109110311/Well-known-individuals-disabilities-inspire-readers
A consistent routine is helpful.
Attitude is everything and I was determined to fight this thing and be optimistic about a cure someday.
http://www.delmarvanow.com/article/20110911/NEWS01/109110311/Well-known-individuals-disabilities-inspire-readers
A consistent routine is helpful.
Attitude is everything and I was determined to fight this thing and be optimistic about a cure someday.
Sunday, September 11, 2011
Saturday, September 10, 2011
Brain burdens
Nature 477, 132 (08 September 2011) doi:10.1038/477132a
Published online
07 September 2011
Europe's shocking statistics on neurological and mental disorders demand a shift in priorities.
http://www.nature.com/nature/journal/v477/n7363/full/477132a.html
Published online
07 September 2011
Europe's shocking statistics on neurological and mental disorders demand a shift in priorities.
http://www.nature.com/nature/journal/v477/n7363/full/477132a.html
Friday, September 9, 2011
Why should we hire you
Before answering questions like "Why should we hire you?" and "What accomplishment are you most proud of?" Click Here to prepare for these tough interview questions
Mahatma Gandhi - Mind and freedom
"You can chain me, you can torture me, you can even destroy this body, but you will never imprison my mind."
--Mahatma Gandhi
--Mahatma Gandhi
Thursday, September 8, 2011
Newly identified gene mutation linked to Parkinson's
"This discovery provides direct evidence that Parkinson's may result from gene-environmental interactions," Farrer says. "The resulting impairment highlights neuronal recycling systems as a focal point in the effort to develop more effective drugs."
The mutation, EIF4G1, was found in a family from northern France that has a high rate of the disease – more than half of the members of each generation develop it.
http://www.eurekalert.org/pub_releases/2011-09/uobc-nig090711.php
The mutation, EIF4G1, was found in a family from northern France that has a high rate of the disease – more than half of the members of each generation develop it.
http://www.eurekalert.org/pub_releases/2011-09/uobc-nig090711.php
Cell type-specific gene expression differences in complex tissues
http://en.wikipedia.org/wiki/Deconvolution - recover signal from noise
so in this case, noise is because we mixed all the different cell types together and we can't tell which differential expression is from which cell type
www.nature.com/nmeth/journal/v7/n4/abs/nmeth.1439.html
so in this case, noise is because we mixed all the different cell types together and we can't tell which differential expression is from which cell type
www.nature.com/nmeth/journal/v7/n4/abs/nmeth.1439.html
Shai S Shen-Orr1,2,10, Robert Tibshirani3,4,10, Purvesh Khatri1, Dale L Bodian5,9, Frank Staedtler6, Nicholas M Perry7, Trevor Hastie3,4, Minnie M Sarwal1,2, Mark M Davis2,8,10 & Atul J Butte1,10
Abstract
We describe cell type–specific significance analysis of microarrays (csSAM) for analyzing differential gene expression for each cell type in a biological sample from microarray data and relative cell-type frequencies. First, we validated csSAM with predesigned mixtures and then applied it to whole-blood gene expression datasets from stable post-transplant kidney transplant recipients and those experiencing acute transplant rejection, which revealed hundreds of differentially expressed genes that were otherwise undetectable.
Nature Methods 7, 287 - 289 (2010)
Published online: 7 March 2010 | doi:10.1038/nmeth.1439
whole-blood cell types: lymphocytes, monocytes, neutrophils, eosinophils and basophils
two groups: 15 acute rejection of kidney, 9 stable after kidney transplant
cell type frequencies: from Coulter counter measurements used for complete blood counts
Published online: 7 March 2010 | doi:10.1038/nmeth.1439
whole-blood cell types: lymphocytes, monocytes, neutrophils, eosinophils and basophils
two groups: 15 acute rejection of kidney, 9 stable after kidney transplant
cell type frequencies: from Coulter counter measurements used for complete blood counts
Probabilistic retrieval and visualization of biologically relevant microarray experiments
content based search instead of searching through annotations
so give gene expression data set instead of just typing words
so give gene expression data set instead of just typing words
Motivation: As ArrayExpress and other repositories of genome-wide experiments are reaching a mature size, it is becoming more meaningful to search for related experiments, given a particular study. We introduce methods that allow for the search to be based upon measurement data, instead of the more customary annotation data. The goal is to retrieve experiments in which the same biological processes are activated. This can be due either to experiments targeting the same biological question, or to as yet unknown relationships.
Results: We use a combination of existing and new probabilistic machine learning techniques to extract information about the biological processes differentially activated in each experiment, to retrieve earlier experiments where the same processes are activated and to visualize and interpret the retrieval results. Case studies on a subset of ArrayExpress show that, with a sufficient amount of data, our method indeed finds experiments relevant to particular biological questions. Results can be interpreted in terms of biological processes using the visualization techniques.
Availability: The code is available from http://www.cis.hut.fi/projects/mi/software/ismb09.
Contact: jose.caldas@tkk.fi
----------------------
http://www.biomedcentral.com/1471-2164/10/411
http://cellmontage.cbrc.jp
http://bioinformatics.oxfordjournals.org/content/23/22/3103.abstract
----------------------
http://www.biomedcentral.com/1471-2164/10/411
GEM-TREND: a web tool for gene expression data mining toward relevant network discovery
Conclusion
GEM-TREND was developed to retrieve gene expression data by comparing query gene-expression pattern with those of GEO gene expression data. It could be a very useful resource for finding similar gene expression profiles and constructing its gene co-expression networks from a publicly available database. GEM-TREND was designed to be user-friendly and is expected to support knowledge discovery. GEM-TREND is freely available at http://cgs.pharm.kyoto-u.ac.jp/services/network webcite.
------------------------------
CellMontage: similar expression profile search server
Summary: The establishment and rapid expansion of microarray databases has created a need for new search tools. Here we present CellMontage, the first server for expression profile similarity search over a large database—69 000 microarray experiments derived from NCBI's; GEO site. CellMontage provides a novel, content-based search engine for accessing gene expression data. Microarray experiments with similar overall expression to a user-provided expression profile (e.g. microarray experiment) are computed and displayed—usually within 20 s. The core search engine software is downloadable from the site.
http://cellmontage.cbrc.jp
http://bioinformatics.oxfordjournals.org/content/23/22/3103.abstract
Wednesday, September 7, 2011
Neurotransmitters
- excitatory - glutamate
- inhibitory - GABA (GABAergic)
- modulatory - dopamine (dopaminergic), acetylcholine (cholinergic)
- inhibitory - GABA (GABAergic)
- modulatory - dopamine (dopaminergic), acetylcholine (cholinergic)
Basal Ganglia
http://en.wikipedia.org/wiki/Basal_ganglia
The main components of the basal ganglia are the striatum (also called neostriatum) composed of caudate and putamen, globus pallidus or pallidum composed of globus pallidus externa (GPe) and globus pallidus interna (GPi), substantia nigra composed of both substantia nigra pars compacta (SNc) and substantia nigra pars reticulata (SNr), and the subthalamic nucleus (STN).[5]
caudate nucleus, putamen, and nucleus accumbens are very similar in their internal structure and are often referred together as the neostriatum and take up the most volume of the basal ganglia
The basal ganglia play a central role in a number of neurological conditions, including several movement disorders. The most notable are Parkinson's disease, which involves degeneration of the melanin-pigmented dopamine-producing cells in the substantia nigra pars compacta (SNc), and Huntington's disease, which primarily involves damage to the striatum.[1][5]
The basal ganglia have a limbic sector whose components are assigned distinct names: the nucleus accumbens (NA), ventral pallidum, and ventral tegmental area (VTA). VTA efferents provide dopamine to the nucleus accumbens (ventral striatum) in the same way that the substantia nigra provides dopamine to the dorsal striatum. Because there is much evidence that it plays a central role in reward learning, the VTA→NA dopaminergic projection has attracted a great deal of attention. For example, a number of highly addictive drugs, including cocaine, amphetamines, and nicotine, are thought to work by increasing the efficacy of the VTA→NA dopamine signal. There is also evidence implicating overactivity of the VTA dopaminergic projection in schizophrenia.[6]
The main components of the basal ganglia are the striatum (also called neostriatum) composed of caudate and putamen, globus pallidus or pallidum composed of globus pallidus externa (GPe) and globus pallidus interna (GPi), substantia nigra composed of both substantia nigra pars compacta (SNc) and substantia nigra pars reticulata (SNr), and the subthalamic nucleus (STN).[5]
caudate nucleus, putamen, and nucleus accumbens are very similar in their internal structure and are often referred together as the neostriatum and take up the most volume of the basal ganglia
The basal ganglia play a central role in a number of neurological conditions, including several movement disorders. The most notable are Parkinson's disease, which involves degeneration of the melanin-pigmented dopamine-producing cells in the substantia nigra pars compacta (SNc), and Huntington's disease, which primarily involves damage to the striatum.[1][5]
The basal ganglia have a limbic sector whose components are assigned distinct names: the nucleus accumbens (NA), ventral pallidum, and ventral tegmental area (VTA). VTA efferents provide dopamine to the nucleus accumbens (ventral striatum) in the same way that the substantia nigra provides dopamine to the dorsal striatum. Because there is much evidence that it plays a central role in reward learning, the VTA→NA dopaminergic projection has attracted a great deal of attention. For example, a number of highly addictive drugs, including cocaine, amphetamines, and nicotine, are thought to work by increasing the efficacy of the VTA→NA dopamine signal. There is also evidence implicating overactivity of the VTA dopaminergic projection in schizophrenia.[6]
Discovery suggests way to block fetal brain damage produced by oxygen deprivation
Examining brain damage that occurs when fetuses in the womb are deprived of oxygen, researchers at The Scripps Research Institute have discovered that damage does not occur randomly but is linked to the specific action of a naturally occurring fatty molecule called LPA, acting through a receptor that transfers information into young brain cells.
—specifically, the receptor for the phospholipid molecule lysophosphatidic acid (LPA)
What Chun and his colleagues found, however, is that hypoxia causes the neurons to become overstimulated, mimicking effects produced by excessive LPA exposure. Genetically removing the receptors for LPA or blocking them through drugs stopped these effects.
http://medicalxpress.com/news/2011-09-discovery-block-fetal-brain-oxygen.html
—specifically, the receptor for the phospholipid molecule lysophosphatidic acid (LPA)
What Chun and his colleagues found, however, is that hypoxia causes the neurons to become overstimulated, mimicking effects produced by excessive LPA exposure. Genetically removing the receptors for LPA or blocking them through drugs stopped these effects.
http://medicalxpress.com/news/2011-09-discovery-block-fetal-brain-oxygen.html
Tuesday, September 6, 2011
NeuronRegistry
http://pons.neurocommons.org/page/Working_Pages#Neuron_Registry_TF
This group is responsible for working with the Representation and deployment TF to put structure into place for a knowledge base of neuronal cell types, providing a formal means for describing and quantifying existing cell types from their properties, e.g., a cell registry, and populating it with information from the literature. This knowledge base will serve as a resource for comparing potentially new neuronal types with known types and for constructing statistical representations of neuronal cell types based on known instances. We will create conventions and specify tools to aid in naming new cell types based on defining characteristics. This group will examine and flesh out requirements and review what has already been done in related areas and based on this, determine what might be reused and identify what needs to be built in order to create this structure.
Neuron Registry TF
* Toward an Ontology for Neurons
* Neuron Registry Operating Principles
* Naming Convention
* Definitions
* Definition of Cell Type
* Neuron Registry Specifications
* Neuron Registry Template
* Neuron Registry Interface
This group is responsible for working with the Representation and deployment TF to put structure into place for a knowledge base of neuronal cell types, providing a formal means for describing and quantifying existing cell types from their properties, e.g., a cell registry, and populating it with information from the literature. This knowledge base will serve as a resource for comparing potentially new neuronal types with known types and for constructing statistical representations of neuronal cell types based on known instances. We will create conventions and specify tools to aid in naming new cell types based on defining characteristics. This group will examine and flesh out requirements and review what has already been done in related areas and based on this, determine what might be reused and identify what needs to be built in order to create this structure.
Neuron Registry TF
* Toward an Ontology for Neurons
* Neuron Registry Operating Principles
* Naming Convention
* Definitions
* Definition of Cell Type
* Neuron Registry Specifications
* Neuron Registry Template
* Neuron Registry Interface
Saturday, September 3, 2011
Friday, September 2, 2011
Work ethic: The 24/7 lab
Working weekends. Leaving at midnight. Friday evening meetings. Does science come out the winner?
Heidi Ledford
http://www.nature.com/news/2011/110831/full/477020a.html
Quiñones-Hinojosa — had no such qualms. His work ethic is no secret: a 2007 essay in the New England Journal of Medicine1 and several television and newspaper reports have traced his path from 19-year-old illegal immigrant from Mexico, labouring in the fields of California, to neurosurgeon at one of the United States' leading research hospitals. He did not get there by working 9 to 5.
Every so often, he asks a cancer patient or his or her family to join the lab meeting. It is a chance for the patients to learn about the research being done with their tumours. And for the lab, it is a reminder of the urgency of their work.
"When someone says 'I'm going to die in six months', it really hits them."
Quiñones-Hinojosa, though, says that he has nothing against holidays. "Vacations are great," he says. "Take a weekend off."
Heidi Ledford
http://www.nature.com/news/2011/110831/full/477020a.html
Quiñones-Hinojosa — had no such qualms. His work ethic is no secret: a 2007 essay in the New England Journal of Medicine1 and several television and newspaper reports have traced his path from 19-year-old illegal immigrant from Mexico, labouring in the fields of California, to neurosurgeon at one of the United States' leading research hospitals. He did not get there by working 9 to 5.
Every so often, he asks a cancer patient or his or her family to join the lab meeting. It is a chance for the patients to learn about the research being done with their tumours. And for the lab, it is a reminder of the urgency of their work.
"When someone says 'I'm going to die in six months', it really hits them."
Quiñones-Hinojosa, though, says that he has nothing against holidays. "Vacations are great," he says. "Take a weekend off."
Human Subjects Training (PHRP course)
Protecting Human Research Participants (PHRP)
NIH's online version of human subjects training (PHRP Course). It can take as little as an hour to complete the training. It’s free & available online here:
http://phrp.nihtraining.com/users/login.php
NIH's online version of human subjects training (PHRP Course). It can take as little as an hour to complete the training. It’s free & available online here:
http://phrp.nihtraining.com/users/login.php
Thursday, September 1, 2011
GENSAT - Gene Expression Nervous System ATlas, Sense Lab
http://www.ncbi.nlm.nih.gov/gensat
GENSAT stands for Gene Expression Nervous System ATlas. The GENSAT project aims to map the expression of all genes expressed in the mouse brain at various stages of development. The project focuses on two techniques
Evaluation of unmodified mice lines for expression of a given gene using radiolabelled riboprobes and in-situ hybridization.
Creation of transgenic mice lines containing a BAC construct that expresses a marker gene in the same environment as the native gene
The GENSAT project aims to map the expression of genes in the central nervous system of the mouse, using both in situ hybridization and transgenic mouse techniques.
http://neuronbank.org
The NeuronBank Wiki is place for Neuroscientists to describe neurons and neural circuitry. It works like Wikipedia, in that all pages are available to be edited by registered users of NeuronBank. The ultimate goal is advance the field of Neuromics by creating an encyclopedia of neurons and neural circuitry.
http://senselab.med.yale.edu/NeuronDB/ndbCanExpl.aspx
Canonical neurons and their parts
The abbreviations for the canonical parts of a neuron are: D, dendrite; S, soma (cell body); AH, axon hillock-initial segment of the axon; A, axon; T, axon terminal.
The simplest case is a single dendrite, represented as an equivalent cylinder (e) consisting of a chain of three compartments, designated as (p) proximal, (m) middle, and (d) distal with respect to the cell body
Cells have various forms. eg. Nigral dopaminergic cell has Canonical form 3
ModelDB, models of a particular neuron, citations, etc.
http://senselab.med.yale.edu/ModelDB/FindByRegionList.asp
borad cell types: Neuron, glia, muscle, gland
GENSAT stands for Gene Expression Nervous System ATlas. The GENSAT project aims to map the expression of all genes expressed in the mouse brain at various stages of development. The project focuses on two techniques
Evaluation of unmodified mice lines for expression of a given gene using radiolabelled riboprobes and in-situ hybridization.
Creation of transgenic mice lines containing a BAC construct that expresses a marker gene in the same environment as the native gene
The GENSAT project aims to map the expression of genes in the central nervous system of the mouse, using both in situ hybridization and transgenic mouse techniques.
http://neuronbank.org
The NeuronBank Wiki is place for Neuroscientists to describe neurons and neural circuitry. It works like Wikipedia, in that all pages are available to be edited by registered users of NeuronBank. The ultimate goal is advance the field of Neuromics by creating an encyclopedia of neurons and neural circuitry.
http://senselab.med.yale.edu/NeuronDB/ndbCanExpl.aspx
Canonical neurons and their parts
The abbreviations for the canonical parts of a neuron are: D, dendrite; S, soma (cell body); AH, axon hillock-initial segment of the axon; A, axon; T, axon terminal.
The simplest case is a single dendrite, represented as an equivalent cylinder (e) consisting of a chain of three compartments, designated as (p) proximal, (m) middle, and (d) distal with respect to the cell body
Cells have various forms. eg. Nigral dopaminergic cell has Canonical form 3
ModelDB, models of a particular neuron, citations, etc.
http://senselab.med.yale.edu/ModelDB/FindByRegionList.asp
borad cell types: Neuron, glia, muscle, gland
Hotwire - Cheap discount travels, deals, hotels, car rentals, etc
Can't know exactly the details of the hotel before purchasing, but cheap, site looks credible enough
http://www.hotwire.com/deals/index.jsp
http://www.hotwire.com/deals/index.jsp
Courting connections
http://www.nature.com.proxy.lib.sfu.ca/naturejobs/2011/110825/full/nj7361-479a.html?WT.ec_id=NATUREjobs-20110901
The theme connecting these ideas is that the way to gain recognition as a scientist is to act like one. Although being in the lab or at your computer is necessary for your research project, budgeting time week-to-week to engage with the scientific community at home and on the outside is not a diversion but an essential activity, part of the life of every working scientist. It is also how you establish your own old boy network.
It is better to court invitations to apply for the research job you would like — and a successful courtship is not an overnight project.
The theme connecting these ideas is that the way to gain recognition as a scientist is to act like one. Although being in the lab or at your computer is necessary for your research project, budgeting time week-to-week to engage with the scientific community at home and on the outside is not a diversion but an essential activity, part of the life of every working scientist. It is also how you establish your own old boy network.
It is better to court invitations to apply for the research job you would like — and a successful courtship is not an overnight project.
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