miRNA profiling: What does not work for blood and urine identificationSarah S. Silva a, b, Teixeira, A.L b, MJ Carneiro de Sousa a,c and Medeiros, R.a, ba ICBAS, Abel Salazar Biomedical Sciences Institute, University of Porto, 4050-313 Porto, Portugalb Molecular Oncology group, Portuguese Institute of Oncology, 4200-072 Porto, Portugalc _ National Institute of Legal Medicine and Forensic Sciences, North Branch, 4050-167 Porto, PortugalAbstractIn forensics, the identification of blood, semen or vaginal secretions can represent an important support for a criminal investigation. They can be used as a source of DNA but also can hold, only by their presence, the most probative value. Through the years many methodologies were used to identify them but all presented serious drawback. Lately, mRNA surged as a potential tool for body fluid identification but their sensibility were a serious disadvantage, even more pronounced in forensic samples. Since 2009, miRNA profiling surged as a possible tool as a confirmatory test in forensics due to their tissue specific pattern of expression. Unlike mRNAs they are much more stable due to their proprieties whose makes them less prone to degradation processes.In this report, we studied the expressional patterns of miR-127, miR-221 and RNU-48 in 50 samples of urine and blood in order to define whether or not they could be used as biomarkers for urine or blood identification.Even though our aim was to assess whether or not our miRNAs could be considered as biomarkers, we came across 2 others interesting conclusions: the impact of RNA purity in miRNAs quantification and which miRNA cannot be used as a normalisation gene for blood and urine identification.Key words: miRNA profiling, Forensic, Serology, body fluids, biological biomarkers1- IntroductionHuman body fluids are important components to rely on a criminal investigation [1, 2]. As a matter of fact, a complainants body fluids present on items belonging to a suspect or vice versa holds the most probative value. For example, in a case of a sexual assault in a child, where a DNA profile recovered from the child bedding and underwear coincide with his father DNA profile, can we consider his father responsible for the sexual assault? In a case like this, it is not enough to recover a DNA profile but it is also imperative to acknowledge its source. If no serological test were done, in court, the presence of DNA could be explained as a result of the presence of epithelial cells in the child clothing which is totally common when it comes from a sibling. On the other hand, if serological tests linked the DNA profile to semen it would be way more difficult to explain its presence there.Beyond the probative value that body fluid may have in a crime scene, it is also important to acknowledge them to optimize protocols to conduct a reliable DNA profiling [3, 4]. For example, DNA extraction processes are different for blood and urine. If we conducted the protocol of blood extraction in urine samples it may result in a reduced quality of the extracted DNA e enable any conclusive DNA profile [3, 4]. There is why, body fluids identification is considered as crucial step in criminal investigation.For some, it seems easy to identify body fluids such as blood (colour), urine (smell) or even sperm (texture) however, when dried, washed or mixed with other components their identification may not be that easy [1]. It is important to highlight that in court, there is no such thing as It seems to be sperm because it looked like it and have the same particular texture, it is needed an undeniable proof that it is sperm. Serological test are used in forensic biology to allow the detection and identification of body fluids in both native form or as a residue left at a crime scene. Serological tests are divided in two major fields: Presumptive and confirmatory test. Presumptive tests rely on methodologies that are sensitive and performed quickly, yet they are not specific to the body fluid. Those tests can only indicate if the fluids might be present and do not unequivocally states its presence. On the other hand, confirmatory tests are indeed specific to the body fluid we seek to identify. As presumptive tests, confirmatory testing is sensitive however, it takes a lot more time.Idealistically, we should have a battery of confirmatory test for all important body fluids in order to reliably detect and identify them. Unfortunately, there is a large cluster of presumptive tests and far less of confirmatory ones. Moreover, till date no confirmatory test is able to reliably differentiate blood from menstrual blood which is an unquestionably important body fluid in sexual cases.Over the last years, mRNA profiling became a target for body fluid identification due to its tissue specific patterns. Still, mRNA susceptibility to degradation by physical or chemical factors was an unquestionable drawback. In order to sidetrack this problem, miRNA surge with a real potential as a confirmatory test. MiRNAs are small non-coding RNAs with more or less than 22 nucleotides of length that, combined with the RNA-induced silencing complex, seems to regulate a major part of human gene (5 e 6 do meu artigo). Moreover, their tight relationship with Argonaute proteins, they are much less susceptive to both biotic and abiotic factors. In 2009, Hanson and colleagues were the first to introduce miRNA profiling and soon enough others followed. Those studies pointed out a large collection of miRNAs with potential as biomarker, however very few were confirmed by more than one group which revealed the lack of reproducibility of results. Moreover, when some tried to replicate the results of others, they failed.For this report, we choose to test four miRNAs in both blood and urine of 50 healthy individual and study their behaviour within those body fluids.2- Material and methodsWe conducted an expression profiling of 50 healthy individuals. The case group was composed by Caucasian individuals with no major pathological condition in order to erase a variable that could alter miRNAs profiles. Peripheral venous blood (Xml) and urine were collected from each subject following the obtainment of a written informed consent from all subjects.After collected the samples were processed. The samples were used for miRNAs extraction with GRS microRNA Kit (Grisp) according to the manufacturers instructions. Subsequently, miRNa priorly extracted were used as a template for cDNA synthesis using TaqMan® MicroRNA Reverse Transcription Kit (Applied Biosystems®). To quantify miRNA expression, real-time PCR assays were performed with a StepOne System using TaqMan®Universal Master Mix II (Applied Biosystems®). The target miRNAs were amplified by a set of designed primers for miR-127-5p, miR-221*, miR-222* and RNU48. miR-222* was used as a normalization gene miRNAs relative quantifications.The data analysis was performed using the StepOne Software v2.2 (Applied Biosystems®).Statistical analysis was carried out by the computer software IBM®SPSS®Statistics (Version 22.0). In order to assess any statistical alterations in our normalized miRNAs expression we used 2???Ct method and Students t test.3- Results3.1- Cycle threshold vs RNA purityUrine samples were processed and the resulting pellet was diluted in 1ml of Tripure. Visually a wide range of pink colour was noticeable within our urine samples. Those with a deep pink were related with samples with a more substantial pellet unlike those with a less considerable pellet who presented themselves with a lighter colour. After miRNA extraction, we quantify miRNA expression of miR-222 in urine samples and perceived that only few of them were detected. Interestingly, only the ones with a lighter colour were indeed detected. This tricky situation could be explained by the ratio of absorbance at 260 nm and 280 nm which is used to assess the purity of RNA. In this case, lighter colour was also an indicator of a greater ratio, on the other hand, those with higher optical density had a very low ratio, far from the ratio of ~2.0 which is generally accepted as pure for RNA. In order to sidetrack this delicate situation, we choose a sample (MU26) that has an optimal 260/280nm ratio and diluted the other samples to equalize their optical density with Tripure. Posteriorly, we choose 5 samples to test and noticed a considerable decrease of Ct in the samples processed with the optimized protocol (Fig.1). The difference of Ct value is very significant, nearly 6 Ct, demonstrating that RNA purity is clearly a factor that challenge miRNA profiling. As showed, miRNA quantification goes with a low concentration or can go totally undetected when 260/280nm ratio is low however, when optimized, miRNA concentration increased significantly. As said previously, different reports indicated miRNAs as biomarkers for human body fluids identification though, when others tried to replicate them, they failed. Our results shows that for the same sample, different degrees of purity can decide whether or not a miRNA is detected, once it definitely affect their concentration. There is why, RNA purity needed to be optimal otherwise it may lead to unreliable results, which could explain, the failed attempts done by some authors when trying to replicate others results.Figure 1 Cycle threshold vs RNA purity. This figure presents the Ct values of miR-222 taken from 5 samples processed with both normal and optimized protocol (first and second column respectively). It is showed that the considerable fall of Ct values correlates with an increase of 260/280nm ratio.3.2 Normalization geneIn qRT-PCR, data normalization is imperatively required for quantification analysis [5-7]. The integration of an invariant endogenous essay, also called as reference gene, has as its main objective correct systematic technical and/or experimental errors [6, 8].For this essay, we choose to use RNU-48 as our reference gene for the data normalization. Widely used as normalization gene, RNU-48 is expected to have a stable pattern among samples. However, within our essay the opposite transpired. As showed in figure 2, RNU-48 was the one with a major standard deviation when compared with other 3 miRNAs analyzed which make it inappropriate as an endogenous control for our essay.Seemingly, we were not the only ones that concluded this, Sapre and colleagues also assumed that RNI-48 was inadequate as an endogenous control due to its systematic perturbation in its expression [9].Remarkably, the unexpected miR-222 profile remained barely unaffected and presented no significant difference between urine and blood. miRNA-222 behaviour within our samples was surprising once, it is being aimed for its deregulation by many other groups. Here, it does not present any variation within samples, any variation among both body fluids, it did even remained stable within different stages of age and do not alter with gender. This particular behaviour is expected of endogenous controls. Therefore, we decided to use miR-222 as our reference gene in order to normalise our data.3.3 miRNAs as biomarkersSince 2009, miRNAs has been a target for forensic researcher, especially in forensic serology. The importance of both detection and identification for body fluids in criminal investigation is undeniable. Scientifically speaking, 5 years is such a short time to develop reliable new methodologies and, as already lay out by some authors, there is still so much to do.Here, we choose 4 miRNAs and decided to study their expression level in urine and blood samples. As stated earlier, we choose miR-222 as our endogenous control for our data normalisation due to its behaviour within our samples. As showed in figure 4, we can state that all miRNAs considered have different expressional patterns and all of them probabilistically significant (P<0,05). In table 1, we assess the fold change within our body fluids and concluded that miR-221 is 4,86 times overexpressed in blood when compared to urine while miR-221 is a little bit more 5,39 times.RNU-48 is the one with a major difference between urine and blood. The one used numerous times as an endogenous control is upregulated about 141 times more in blood than in urine supporting our decision to not use it to normalize our data.Till now, a minor number of miRNAs have been acknowledged as tissue specific at least reliably. By definition, miRNAs are considered tissue specific when theyre found with high abundance in a specific tissue while it has low or non-existent expression in others. That differential profile patterns would allow body fluids reliable identification and serve as a significant confirmatory test. Considering our results, we can conclude that miR-127, miR-221 and RNU-48 are not suitable for neither blood nor urine identification. Despite a significant difference of expression, they do not present the expected expressional patterns to be considered as a good biomarker.Table 1 miRNA detection in both urine and blood samples and its corresponding fold change within the body fluids.As we stated within our introduction, the miRNAs considered as biomarkers for body fluid identification in other reports have been difficult to replicate. We believe that those difficulties are linked to several factors as environmental factors, methodologies, age, gender, pathologies among several others. We know that miRNAs expression levels do alter with both biotic and abiotic factors, there is why we try to minimize the impact of those within our samples excluding, as example, acute pathological conditions. Despite considering that miR-127, miR-221 and RNU-48 are unsuitable for urine and blood identification, we wanted to study their expressional behavior within samples with different stages of age and gender. Figure 4A displays an overview of their relative quantification within female and male samples. Within blood, we did not notice any significant alteration in their expression (P>0,05). On the other hand, in urine, RNU-48 presented itself with a significant overexpression in females (P<0,05). Once again, this overexpression is another drawback to the use of RNU-48 as endogenous control.When it comes to age, we divided our 50 samples in 3 categories: 20-40, 41-60 and over 60 years old. As it is shown in figure 4B, the relative quantification we achieved demonstrated no significant change in their expression profile (P>0,05).4 Conclusion and future perspectivesMore than just a source of DNA, body fluids sole presence can have the most probative value. Hanson and colleagues introduced miRNA profiling as a reliable tool to identify body fluids such as blood, menstrual blood, semen, vaginal secretion and urine due to their tissue-specific pattern and stability when conditioned by degradation processes.Here we focused our attention in four miRNAs: miR-127, miR-221, miR-222 and RNU-48. Soon enough miRNAs purity struck our attention when we notice that low value of 260/280nm ratio was associated with a poor degree of detection. When we upgraded our protocol the consequence reflected in a considerable decrease of the samples threshold.It would be irrefutably helpful to understand what threshold could affect miRNA profiling once, as it was shown, miRNA purity do affect considerably their quantification. It could even convey wrong outcomes once even miRNAs with high concentration within body fluids can appear with low concentration or totally inexistent.Our second result emphasised the importance of a normalisation gene. At first, we choose to use RNU-48 as our endogenous control but its behaviour within blood and urine make us reconsider our decision. RNU-48 is usually used as a reference gene due to its stable behaviour within samples however, our essay showed otherwise. Within the 4 miRNAs testes, RNU-48 was the one with a more pronounced variability within samples, which is opposed of what would be expected of a normalisation gene. Unexpectedly, miR-222 presented itself with the lowest standard deviation between blood and urine. Furthermore, we studied its expression levels and compared them within age and gender and concluded that no significant alteration was noticeable (P<0,05). That behaviour is by designation, the definition of normalisation genes. There is why we decided to switch our choice of normalisation genes and use miR-222 instead of RNU-48.As stated earlier, normalisation genes are indispensable to validate qRT-PCR results however, till date, no normalisation gene is universally acknowledged. This problem is reflected in our case, where one of the most used normalisation gene proved to be unsuitable for urine and blood miRNA analysis. This subject is a very sensitive point in miRNA profiling. There is why it is imperative to focus our future line of work towards finding a reliable normalisation gene before anything else.Our main goal was to define whether or not miR-127, miR-221 or RNU-48 could have the potential to be considered as biomarkers for body fluids identification. In this case, we could establish that all four have different expressional patterns in urine and blood (fig.5) however, to be considered as biomarker it would expected a major difference within body fluids which do not happen with our miRNAs considered for this essay. There is why we conclude that none of this miRNAs have the potential to be considered as a biomarker for body fluid identification.Conflict of interestNone. Get Help With Your EssayIf you need assistance with writing your essay, our professional essay writing service is here to help!Find out more
miRNA as Biomarkers in Forensic Body Fluids Identification
Mar 18, 2020 | Sciences
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- and the library in particular as the security target.
- and the long
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- and the wounded are streaming to the rear by hundreds
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- Middle East College
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- Military
- Military Science
- MMHA6500
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- MOD 7 Module 7 Discussion Please give an example of a company using a
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- Module 2 – Case MANAGING GROWTH AND DOWNSIZING Forbes Magazine offers a "layoff
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- Module 3 – Case MANAGING PRODUCTIVITY THROUGH JOB DESIGN AND WORK FLOW After rea
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- more reliable income to investors than the same firms common stock
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- n
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- no mat ter what their offence or to what section they belong
- no more
- no workable ""affirmative action"" for Discourses: you can't 19 Ill' let into the game after missing the apprenticeship and be expected to have a fnir shot at playing it. Social groups will not
- none are required in this Alternate Final Project. Since consultants cannot make personal
- not only capitalized on its initial advan tages during the war but was able to multiply them. In fact
- not writing)
- Nsg416
- Nsg451
- NSG6102
- Numerical Analysis
- Nurs 6051
- Nursing
- Nutrition
- OBJECTIVE1. Apply concepts and principles of project management to a specific pr
- ObjectiveResearch shows that people learn effectively when working on real probl
- observe
- occupy
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- of a relatively safe stock.c. The most appropriate risk-free rate
- often car ried out by women
- Olive oil made in Italy and sold in the United States is an example of which
- open communication
- Operation Security
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- or academic references from the Internet to answer the questions. Citations are not required for this homework assignment; however you may want to use them in order to answer the questions."
- or any
- or do those companies have an ethical obligation to protect people? In this assignment
- or perish there where they are doing so well
- or thinking out a sequence of acts ahead of time and allocating attention accordingly to reach a goal. While even infants demonstrate a basic aptitude for planning
- Organisations
- organization
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- Organizational Behavior Principles
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- out of employments in which the people of the community are associated
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- pages of summary of the whole article (gnarl summary) I want4-5 pages of analyzi
- Park University
- Part 2A: Final Reflection ComponentIn our final reflection and planning paper yo
- Part I Quality Control (11 points) Southwest keeps gate time of its planes
- Partnership And Corporate Taxation
- perceptions
- perhaps
- Personal Development
- personal property loss/damage
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- Phil 112
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- Photography
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- Please see attached document
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- Pm598
- political developments are in another
- Political Science
- Politics
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- procedural
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- Project Management
- Project Management Questions1. What are possible sources of conflict within a p
- Project Management Questions1. What are possible sources of conflict within a pr
- Project Paper Assignment (Linear Programming Models) Page 1 of 2 This is a ch
- Project Schedule and BudgetA project plan cannot be considered complete until th
- project title
- pronunciation expands
- Property
- provide a discussion on what could have been done better to minimize the risk of failure. If you have not yet been involved with a business process redesign
- Psy3380
- Psy570
- Psych620
- Psych635 Psychology Of Learning
- Psychology
- punctuation
- Purdue Global University
- Purdue University
- Q1. To decrease the nation's money supply, the Fed can increase reserve requirem
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- Question 1 (1 point) .umuc.edu/d2l/img/0/QuestionCollection.Main.infQuestionUnsa
- Question 1 1 / 1 point What is the future value of $1,000, placed in a saving a
- Question 1 1 / 1 point Which of the following cannot be engaged in managing the
- Question 1 1 points Save The most typical time frame for a budget is
- Question 1 1 points SaveThe most typical time frame for a budget isone month.thr
- Question 1 Not yet answered Marked out of 20 Flag question Question text Organiz
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- Question 1 of 1010.0/ 10.0 PointsAn organization following effective HRD practic
- Question 1 of 20 0.0/ 0.25 Points One advantage of a general purpose job board
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- Question 1. Question : Do you take care of your children or have other respons
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- Question 11-1 Describe in general terms, how you think the distribution system,
- Question 2: (13 points) A manufacturer of greeting cards must determine the orde
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- quizesQuestion 1 of 10 10.0/ 10.0 Points Examples of specific employee benefits
- R&D
- re ceived at these Head Quarters. To these latter I refer you for all minor details of operations and battles.
- Read the articles on aging below. Develop a 3-5 page paper on Aging in the Workf
- Reading
- reading performance will suffer.
- recognize it as a system
- recorded the struggles on the battle field of Gettysburg. Franklin Haskell
- Reference this
- regardless of season and weather
- Regent University
- region
- regulation of accounting/financial markets
- relatedness
- Religion
- Reminder: Initial Discussion Board posts due by Wednesday, responses due by Sun
- Reminder: Initial Discussion Board posts due by Wednesday, responses due by Sund
- requiring the organization's urgent action and those less critical and/or less likely to occur that may be addressed later. Note: To enhance the presentation of the risk assessment findings
- rescreening (insider threats)
- Research and write a 5-7 page paper and 10-12 slide power point on Interviewing.
- respi rat i ons 24 and l abored
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- SAINT MGT430 MODULE 2 CASE STUDYSAINT MGT430 MODULE 2 CASE STUDYMGT 430Module 2
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- Saudi Electronic University
- Savannah State University
- saw what was happening
- Scheduling departmental manpower for a project is a very difficult task, even if
- Science
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- SCM210-1501A-03 Introduction to Logistics/Supply Chain Management Task Name: P
- SCM210-1501A-03 Introduction to Logistics/Supply Chain Management Task Name: Ph
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- Sears
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- self-actualization
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- skills
- SLp 3 STRATEGIC MANAGEMENT: EXTERNAL ANALYSIS AND SWOT An external analysis is v
- so that it is not biased?
- so too
- Soc121
- Soc201
- Social Policy
- Social Science
- Social Science – Philosophy
- Social Science – Sociology
- Social Sciences
- Social Work
- Society
- Sociology
- some strategies are selected and survive
- someone cannot engage in a Discourse in a less than fully fluent manner. You are either in it or you're not. Discourses are connected with displays of
- Sorting of Boxes According to Height Using PLC Based System
- South University
- South University Online
- Southeastern University
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- Southwestern College
- Sp001
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- Spring 2015 BMGT 1327 CRN 40722)Assignment:Chapter 1 Exam1.award:3 out of3.00 po
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- St. Petersburg College
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- stating that she often told her mother what to do. His responses were unrehearsed and no loose associations in his cognitive processes were observed. Brine was oriented to person
- Statistics
- stock
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- Story declared.31 (Links to an external site.)Links to an external site.
- Students, please view the "Submit a Clickable Rubric Assignment" in the Student
- such as can
- such as parental divorce. Peer sociability is strengthened by but also promotes cognitive
- such as reciprocal teaching and cooperative learning. This transforms classrooms into communities of learners and is known as a social-constructivist classroom. Teachers guide the process of learning
- such as semantic bootstrapping (using word meanings to decipher sentence structure) to build their grammar knowledge? Or
- such as those that begin with consonants
- swelling the Confederacy's urban population. At the same time
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- Tarrant Country College
- Task Name: Phase 1 Individual Project Deliverable Length: 57 slides with speak
- Task Name: Phase 2 Individual Project Deliverable Length: 9001,000 words Det
- Task Name: Phase 3 Individual Project Deliverable Length: 68 slides with speak
- Task Name: Phase 4 Individual Project Deliverable Length: 68 slides with speak
- Task Name: Phase 5 Individual Project Deliverable Length: 810 total slides wit
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- television
- Tennessee for about twenty years. I was his slave
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- testing
- Texas Am University
- th[at] if they would lay down their arms and submit to the laws of the United States before the 1st of January
- The ability to perceive and express emotion, assimilate emotion in thought, unde
- the attribute is useful
- the author of the previous selection
- The Capstone Business / Leadership CaseDuring the first class the Professor post
- the Confederacy fought against overwhelming odds; its defeat was inevitable.
- the court also explained that 'no free government now exists in the world
- The directions are attached. However you must read the PDF file first in order to answer the questions.
- the enemy would be in a position to advance upon the line of the Second Corps
- the features that Hal should make available on the site
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- the long-run aggregate supply curve will:
- the modern Court did not create new law; rather
- the more modernized the society. Modernization therefore has its intellectual foundations in a rationalistic or scientific world view and a commitment to technological development….
- The objective of the Course Project is to give you an opportunity to practice
- the project also serves to establish your literacy in other crucial areas of the security industry
- the project requires 6 inches of pavement thickness if the unit weight of the product is equal to 145 lbs per cubic foot. Using this information
- the psychiatrist stated that Charles was not suicidal and diagnoses him with antisocial personality disorder.(Learning Objectives: 1
- the researchers were interested in how parent and teacher reports of activity compared to actigraph results.
- The sale of government-owned economic resources to private operators is calle
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- the Union developed supe rior managerial talent to mobilize and organize the North's greater resources for victory in the modern industrialized conflict that the Civil War became.
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- the various risks to assets; security and safety control operating standards
- The World Bank & IMF in Ghana
- Theatre
- their achievements went beyond what might have been expected. But the South had far too much ground to make up
- then
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- there is a question as to whether that just crowds out investment in other sectors of the economy. Housing finance while improving access to housing
- thereby
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- these findings do not suggest that heavy television viewing causes ADHD. However
- they run the risk of losing their .A) respectB) credibilityC) licenseD) innocenceE) accreditation43) Communicating an idea in such a way that an audience is influenced
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- thirty-six percent of the Northern population was already urban as compared to the South's nine and six-tenths percent. As we have already seen
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- THIS PAPER IS LATE_ NEED REALLY GOOD GRADE….Strategic Management: External Ana
- Thomas Nelson Community College
- though almost as legion as Lee's soldiers
- Tim8330
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- Tittle: Human Resource Planning and Organizational Strategy In a five-page pape
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- to some extent at least
- to submit the following report of op erations of the Armies of the United States
- to usc a Discourse. The most you can do is III It'! them practice being a linguist with you.
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- touching the condition of the colored people in the rebel States.
- Tourism
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- Unlv
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- until the Military power of the rebellion was entirely broken. Believing us to be one people
- upgrade the family cars
- upon the field
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- vandalism
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- Wa-Wa
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- was the principal force holding the white South together. Without it
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- Week 3 Assignment Project Management Problem Set Details: Complete Objective Q
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- WEEK 5In your opinion, based on the twelve guidelines listed in our reading ma
- WEEK 5Rules and Regulations (graded) Discuss some of the legislation that helps
- WEEK 5Topic for Discussion:Think about the last time you had a problem or were d
- Week 6 AssignmentLayout Design Problem Set Details: Complete Objective Questio
- WEEK 6Project Communications (graded) Discuss the importance of communication an
- Week 7 AssignmentQuality Management Problem Set Details: Complete Objective Qu
- WEEK 7 Benefits Communication (graded) Does your current (or previous)
- week 7 Employment-at-will involves the right of either the employer or employe
- WEEK 7 Workforce Change (graded) What recommendations would you make to
- WEEK 7Employee Engagement (graded) Employee engagement has become pop
- week 7Module 7 Discussion Question 1 Visit the domestic and international web si
- week 7Project Baseline (graded) We have now moved from the planning stage to the
- WEEK 7Topic for Discussion:Please discuss the main functions of organizational d
- week 8 : Final Exam – Final ExamPage 1Question 1. 1. (TCO 1) Explain why the tr
- Week 8 AssignmentInventory Management Problem Set Details: Complete Objective
- Week 8 AssignmentSupply Management Problem Set Week 8 AssignmentSupply Managemen
- Week Three Homework Assignment – Linear Regression The personnel director for
- Week Three Homework Assignment – Linear RegressionThe personnel director for a l
- WEEK1 Benefit Plans (graded) Employer-sponsored benefits reflect the culture and
- WEEK3What are the important considerations when planning and setting up a new
- Weems
- were no more able to rise above narrow and selfish concerns than other segments of southern soci ety. Because of their influence
- West Valley College
- West Virginia University
- Western New England University
- What is the key concept of Sandmans High Hazard/High Outrage type of risk commun
- what role does slavery play in his analysis?
- when Generals Hancock and Gibbon rode along the lines of their troops; and at once cheer after cheer-not rebel mongrel cries
- where the requirements for APA Style are specified."
- whether good or bad. The intent of the short research projects is to dig a little deeper into some of the topics
- which appeared imminent before each of the next three turning points.
- which eventually leads to the ability to organize speech into the phonemic categories of their own language. Older infants begin to detect the internal structure of sentences and words
- which follow a subject-verb-object order. Once this occurs
- which measures impulsivity
- which measures participants' ability to inhibit automatic responses
- Which one of the following is considered to be a nonmarket stakeholder of bus
- which triggers the vulnerability. As soon as the user downloads this shortcut file on Windows 10; windows explorer will
- will they have the authority to make changes as necessary?Are the individuals with the right skills in place to implement these changes? If not
- Winter 2015FinalBasics1. (4 points) Match each description to the project manage
- with a population hostile to the government
- working together
- worship
- would be Japan
- Write a 350- to 700-word paperthat defines and compares and contrasts the follow
- Write a 700- to 900-word paper in which you do the following: Explain the role o
- Write a paper in which you consider the .ncu.edu/homework/details?assignmentid=1
- Write your mock Concept Paper using the Concept Paper template found in the Diss
- Writing
- written and oral communication skills
- Written Assignment 2InstructionsInstructions: You have been hired by the XYZ Com
- wrote a letter to ą friend in 11 Baltimore after Robert E. Lee's army entered Frederick
- Ych635 Psychology Of Learning
- you believe you can provide the CIO with the information he needs.
- you could have witnessed the transit of the Rebel army through our streets [of Frederick
- You Decide Scenario Summary Your Role/Assignment Key Players Scenario Summary C
- you have gained in this course relate to the following professional occupational positions:
- you have to go through the process of retrieval. Retrieval of information from our long-term knowledge base occurs in three ways: recognition
- you may group related items (e.g. all dairy products together)
- you need to put 2 vertical and 2 horizontal lines evenly spaced to make 9 spaces of the same length and height. You need to them line up the subject of the shot with one of the 4 lines
- you will learn how to search for scholarly
- you will review the Procon.org Website in order to gather information. Then
- Young People


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