Featured Post

Dr. Jamie Courter is your Mizzou Beef Genetics Extension Specialist

Image
By Jared E. Decker Many of you have probably noticed that things have been a lot less active on the A Steak in Genomics™   blog, but you probably haven't known why. In January 2021, I was named the Wurdack Chair in Animal Genomics at Mizzou, and I now focus on research, with a little bit of teaching. I no longer have an extension appointment. But, with exciting news, the blog is about to become a lot more active! Jamie Courter began as the new MU Extension state beef genetics specialist in the Division of Animal Sciences on September 1, 2023. I have known Jamie for several years, meeting her at BIF when she was a Masters student. I have been impressed by Jamie in my interactions with her since that time.  Dr. Courter and I have been working closely together the last 6 weeks, and I am excited to work together to serve the beef industry for years to come! Jamie holds a bachelor’s degree in animal science from North Carolina State University and earned a master's degree in animal

EPDs 101: Use Information to Improve Your Herd

Jared E. Decker
Associate Professor, Division of Animal Sciences, University of Missouri

Reprinted with permission from The Cattlemen and Santa Gertrudis Breeders International.


Can we be frank for a minute? It is quite simple: EPDs work. When we use EPDs to make selection decisions (which bulls to buy, which females to keep and cull), the performance of our herd improves. Let’s discuss why EPDs work, how they can be used, and pitfalls to avoid.

Defining EPD

EPD stands for Expected Progeny Difference. “Expected” in this context is a loaded word. We use it here the way a statistician would use it. Expected means we are describing a prediction of the future. Expected also means we are discussing an average, not a single observation. What is the average that we are predicting with EPDs? We are predicting the average progeny, or the average of an animal’s calf crop. Finally, when we are discussing EPDs we are discussing differences. Either the difference between two animals or the difference between an animal and the breed average.

The Key to EPDs

What makes EPDs special? Genetic predictions, i.e. EPDs, separate genetic variation from the total variation in a trait. There is a key piece of information that is essential to do this. We need to have some measure of genetic similarity. In the past, we used pedigree information to estimate this genetic similarity. Now we use a combination of DNA data and pedigree data to measure genetic similarity. With measures of genetic similarity, we can separated the bell curve for the variation in the trait into two parts: first, a genetic variation and second, other sources of variation. Now that we have the genetic variation isolated, we can use that information to make genetic decisions.

Contemporary Groups

Contemporary groups are another important piece of genetic evaluations. Contemporary groups are groups of animals from the same farm or ranch that were managed the same, are the same sex, and are similar in age. By accounting for contemporary groups in genetic evaluations, we remove sources of similarity or differences that are not due to genetics. This makes the genetic evaluation more accurate. By using contemporary groups, we can perform a national genetic evaluation.

The Purpose of a Bull Sale

What is the purpose of a bull sale? What are we buying at a bull sale? What is the purpose of a bull? And, what distinguishes a great bull from a good bull?
We do not go to a bull sale to buy the environment. We do not go to a bull sale to buy management practices or feed rations. When we purchase a bull, we are buying genetics. A bull is simply a delivery mechanism for the genetic potential of our next calf crop. Bulls should be measured on the performance of their calves. The ultimate measure of a bull is not how he looks, but how his calves perform and affect our profitability.
Far too often, bull buyers try to buy management, nutrition and environment when they purchase a bull. While a bull needs to be fertile and sound to do his job, his main purpose is to provide genetics for the next generation. When we make genetic decisions based on actual performance or adjusted performance, we are trying to purchase the management of the bull. Management is not passed on to future generations. Only by using EPDs to make genetic decisions do we focus our decisions on genetic merit. Genetic evaluations take raw measures and create information we can use when purchasing a bull.

How EPDs Are Used

We use EPDs to rank animals from the most favorable to the least favorable. For example, suppose we want to increase the growth potential of our herd. We can rank potential artificial insemination (AI) sires from those with the largest Weaning Weight (WW) EPD to those with the smallest WW EPD. We would then purchase semen on the bulls with the largest WW EPD to increase the weaning weights in our herd. But, we need to discuss two pitfalls with this hypothetical example.
First, we need to avoid single trait selection. We do not want to focus on one trait. By focusing on one trait, we often take one step forward for that trait but two steps back on other economically important traits. Focusing on multiple traits can be difficult, but economic selection indexes make this easier. Economic selection indexes combine multiple traits into a single number based on each trait’s economic importance. Commercial producers should identify an index that matches their production system and marketing endpoint.
Second, extremes are not always better. For some traits, a middle or optimal value is best. We want birth weights that are small enough to avoid calving difficulties. But, we do not want calves born so small that they do not thrive as newborns. We also want Milk or Maternal (MAT) EPDs that match our forage resources. We want cows that provide adequate nutrition to their calves. However, cows with high genetic potential for Milk or MAT have high maintenance energy requirements and cannot fully express their milk production potential. These cows waste forage resources and in some environments may have trouble breeding back. EPDs can be used to select cattle that are at or near breed average; EPDs do not require selection for extremes.

Avoiding Pitfalls

EPDs can be imprecise, e.g. miss the mark, for individual animals. This is especially true if it is a young animal with very little data. There are a couple of strategies to counteract this.
First, we can turn in more data on an animal. Seedstock producers can collect as much data as possible and turn complete, clean data into their breed association. Commercial producers can work with seedstock producers who are passionate about data reporting. An easy way to get more data is made possible through technology. DNA testing a bull to produce genomic-enhanced EPDs is equal to reporting about 20 progeny records for all published traits. Genomic testing improves the accuracy of EPDs as it allows us to better measure the genetic similarity of animals in the genetic evaluation.
However, we should not double- or triple-count information. One of the ways we commonly see people do this is when selecting a calving ease bull. They often look at the actual birth weight, the Birth Weight EPD, and the Calving Ease Direct EPD to make this decision. But, this practice makes these decisions less accurate, because instead of adding information they are adding together uncertainty. Further, the Calving Ease Direct EPD contains the information in Birth Weight EPD and Birth Weight EPD contains the information in the actual birth weight. So, the best practice is to simply look at the Calve Ease Direct EPD that contains all of the available information.
Second, we can hedge our bets. Too often in beef breeding, we are looking for the “One” great bull. But, in reality, the “One” does not exists. Instead of using one bull, we hedge against changing EPDs by using a group of bulls. Because EPDs are unbiased, some of the bulls in the group will have their EPDs go up, others will have their EPDs go down, and others will stay the same as EPDs are updated with more data. The average of this group of bulls will remain the same before and after the EPD updates. However, we are at the mercy of randomness if we use a single bull. His EPDs might stay the same, go up, or go down. Because EPDs are predictions of the average, we can use this property to protect ourselves against uncertainty.

How EPDs Work in Practice




Suppose we have two bulls, Black Bull and Gold Bull. Black Bull has a WW EPD of 2 and Gold Bull has a WW EPD of 22. There is a 20 pound difference in the EPDs of these two bulls. At the same ranch under the same management and environment, we mate each of these bulls to 100 cows apiece. Fifteen months later, we wean the resulting calf crops. The Black Bull’s calves average 495 pounds at weaning, with the majority of the calves weighing between 445 to 545 pounds. The Gold Bull’s calves average 515 pounds at weaning. The 20-pound difference in the EPDs of the bulls is reflected in a 20-pound difference in the average of their calf crop. However, due to the randomness of inheritance and genetics, some of the Gold Bull’s calves under perform the Black Bull’s average and some of the Black Bull’s calves outperform the Gold Bull’s average. We cannot do much to change the shape of the bell curves. However, with the use of EPDs, we can move the bell curve in the direction we want it to go.

Conclusion

Cattle producers can use EPDs to use all the data available boiled down to information they can use. EPDs predict genetic differences and inform selection decisions. EPDs produce the desired results when used consistently and properly. Whether in good times or bad, EPDs help us accomplish our goals.

Comments

Joe C. Paschal said…
Nicely done as always Jared!
Do you need a loan to pay off your bills? Or for your Business if yes Email us collinsguzmanfundings@gmail.com then fill this information to register your name in our data base.

(1)Your Name:
(2)Amount needed as loan:
(3)Phone number:
(4)Duration:
(5) Sex:
(6)Country

Regards.
ProThinker said…
My colleague told me about this one and I went through it was amazing. I spent five minutes to https://essayhub.net/ and believe me it was an amazing knowledge about writing.
urgent loan said…
Dearest Esteems,

We are Offering best Global Financial Service rendered to the general public with maximum satisfaction,maximum risk free. Do not miss this opportunity. Join the most trusted financial institution and secure a legitimate financial empowerment to add meaning to your life/business.

Contact Dr. James Eric Firm via
Email: fastloanoffer34@gmail.com
Whatsapp +918929509036
Best Regards,
Dr. James Eric.
Executive Investment
Consultant./Mediator/Facilitator
Anonymous said…
PLEASE READ!!Hello Guys! I am Ruth I live in Ohio USA I’m 37 Years old, am so happy I got my blank ATM card from Adriano. My blank ATM card can withdraw $4,500 daily. I got it from Him last week and now I have withdrawn about $15,000 for free. The blank ATM withdraws money from any ATM machines and there is no name on it because it is blank just your PIN will be on it, it is not traceable and now I have money for business, shopping and enough money for me and my family to live on.I am really glad and happy i met Adriano because I met Five persons before him and they could not help me. But am happy now Adriano sent the card through DHL and I got it in two days. Get your own card from him right now, he is giving it out for small fee to help people even if it is illegal but it helps a lot and no one ever gets caught or traced. I’m happy and grateful to Adriano because he changed my story all of a sudden. The card works in all countries that is the good news Adriano’s email address is adrianohackers01@gmail.com
Anonymous said…
PLEASE READ!!Hello Guys! I am Ruth I live in Ohio USA I’m 37 Years old, am so happy I got my blank ATM card from Adriano. My blank ATM card can withdraw $4,500 daily. I got it from Him last week and now I have withdrawn about $15,000 for free. The blank ATM withdraws money from any ATM machines and there is no name on it because it is blank just your PIN will be on it, it is not traceable and now I have money for business, shopping and enough money for me and my family to live on.I am really glad and happy i met Adriano because I met Five persons before him and they could not help me. But am happy now Adriano sent the card through DHL and I got it in two days. Get your own card from him right now, he is giving it out for small fee to help people even if it is illegal but it helps a lot and no one ever gets caught or traced. I’m happy and grateful to Adriano because he changed my story all of a sudden. The card works in all countries that is the good news Adriano’s email address is adrianohackers01@gmail.com
Hello everyone my name is Joan from USA, i never ever believed in spell until i meet a man called Dr.Ogudugu, who helped me cast a spell that brought back my ex-lover to me within 48 hours. Dr.Ogudugu spells works beyond my imaginations and today i am happily married me and my ex-lover are now husband and wife. What more can i say rather than to say thank you Dr.Ogudugu for been there for me,contact Dr.Ogudugu today and your life will never ever remain the same. YOU CAN CONTACT Dr.Ogudugu VIA EMAIL: greatogudugu@gmail.com OR CALL HIM ON +27663492930

NAME: JOAN
COUNTRY: USA
jim gary said…
i was lost with no hope for my wife was cheating and had always got away with it because i did not know how or always too scared to pin anything on her. with the help a friend IN PERSON OFJOHN who recommended me to who help hack her phone, email, chat, sms and expose her for a cheater she is. I just want to say a big thank you to HACKINTECHNOLOGY@GMAIL.COM . am sure someone out there is looking for how to solve his relationship problems, you can also contact him for all sorts of hacking job..he is fast and reliable. you could also text +1 669 225 2253
mc abert said…
I finally found an account manager about which for the first time in 5 years I will write a positive review. sure traders Group company really showed its good side. This is both reliability in the execution of orders, and professional consultants who will always come to the rescue if force majeure suddenly happened on the market, I have no complaints about the trading platform, it works perfectly and does not freeze. With the depositing and withdrawal of funds in general there are no problems, everything comes on time. And of course, webinars which are conducted very often, for beginner traders and if you want to recorver your lost funds - I recommend expert.traders4u@gmail.com, although for those with experience too. In general, for four months I have no complaints about the company. you can whatsapp them on +263787350597 Email.... [expert.traders4u@gmail.com].
Anonymous said…
I am sure a lot of us are still not aware of the recent development of the Blank ATM card.. An ATM card that can change your financial status within few days. With this Blank ATM card, you can withdraw between $2,000-$3,000 -$5, 500-$8,800-$12, 000-$20,000-$35,000 -$50,000 daily from any ATM machine in the world. There is no risk of getting caught by any form of security if you followed the instructions properly. The Blank ATM card is also sophisticated due to the fact that the card has its own security making your transaction very safe and untraceable. i am not a stupid man that i will come out to the public and start saying what someone have not done. For more info contact Mr john and also on how you are going to get your order..
Order yours today via Email: cryptoatmhacker@gmail.com
jason blake said…
You guys have surpassed my expectations! James is seriously amazing and is doing everything to help my Fiancé and me, in1weeks my credit score went up 700 points and I can only imagine what is to come. Thank you for the excellent customer service and doing exactly what you all have set out to do! NO GIMMICKS OR BS with you guys.They carry out any kind of hacks You can reachout to them via Hackintechnology@gmail.com
Saint Millier said…
GET RICH WITH BLANK ATM CARD ... Whatsapp: +16234044993

I want to testify about Dark Web blank atm cards which can withdraw money from any atm machines around the world. I was very poor before and have no job. I saw so many testimony about how Dark Web hackers send them the atm blank card and use it to collect money in any atm machine and become rich. I email them also and they sent me the blank atm card. I have use it to get 90,000 dollars. withdraw the maximum of 5,000 USD daily. Dark Web is giving out the card just to help the poor. Hack and take money directly from any atm machine vault with the use of atm programmed card which runs in automatic mode.

Email: darkwebblankatmcard@gmail.com
Text or Call or WhatsApp: +16234044993
jeremyapallock said…
Have you gotten your bitcoins stolen from your wallet or invested in an ICO that turned out to be a scam, you are not alone because this happened to me too. I initially lost $404000 in just three months from Cryptoallday and a couple of others. I contacted the authorities and they referred me to Scams Rescue who helped me recover all my funds within 2 days. I'm speaking up to improve awareness of these cryptocurrency thieves and help as much as i can to reduce victims to the bearest minimum. If you have been a victim, Simply visit www scamsrescue com
jamie said…
They are all scammers, they will make you pay after which they will give you an excuse asking you to pay more money, they have ripped me of $2000, i promised i was going to expose them.
I figured it all out when my colleague took me to Pavel

(HACKINTECHNOLOGY@GMAIL.COM)
CELL PHONE +16692252253

He did perfect job, he hacks all accounts ranging from (Emails, Facebook, whatsapp, imo, skype, instagram, Phone cloning, DMV removal, tracking locations, background checks Kik etc. he also hacks cell phones, cell phone tapping and cloning, clears bad driving and criminal records, bank transfers, locates missing individuals e.t.c. You should contact him and please stop using contacts you see on websites to execute jobs for you, you can ask around to find a real hacker.
daniel said…
My ex ruined my credit due to his incessant extravagant spending spree, I found myself in a big mess. I talked to a credit repair company and I was told that it would take me non less than a year to fix my credit. I was devastated, that's a very long time which I can't cope with. I looked online and came across Credit Doctor's contact, hit him up and to my greatest surprise, my credit was repaired in 4 working days from 486 -810. I was so amazed and it didn't cost me too much really. I implore you to contact him on for all credit issues and hacking issues. No doubt that he's the best out there and your problems will be solved!
HACKINTECHNOLOGY@GMAIL.COM
+16692252253
martins said…
Hello Everyone. I want you all to know about the hacked atm card, for those of you who been fighting for financial issues, here is a great chance for you to get a blank atm card, you can use this blank atm card to withdraw anywhere around the world, you can withdrawal up to $3,000 USD per day with this card and also you can use it to shop online and attach it to your PayPal, if you want to get one for yourself, contact via email: (harrybrownn59@gmail.com), do not miss this great opportunity of your life, contact them now and thank me later.

My name is Mrs.Aisha Mohamed, am a Citizen Of Qatar.Have you been looking for a loan?Do you need an urgent personal loan or business loan?contact Dr James Eric Finance Home he help me with a loan of $42,000 some days ago after been scammed of $2,800 from a woman claiming to been a loan lender but i thank God today that i got my loan worth $42,000.Feel free to contact the company for a genuine financial service. Email:(financialserviceoffer876@gmail.com) call/whats-App Contact Number +918929509036
Richmond okubo said…

Not Everyone has an access to a Tor /onion link that leads directly to the Dark web
where you can find Legit private investigator services. someone who can hack,
Trace and guide you in recovering what you have lost to a scam, be it investment, romance e.t.c.
Happy to share my experience and guide anyone going through same. He helps people who have been ripped off by gaining access into the trader's account, withdrawing your funds and crediting you. Robin Hood if you may, only in this case they take back whats been stolen and hand it back to the rightful o
owner

Cryptedc4 at gmail . com

Telegram cryptedc4

You can contact him on WhatsApp too
+1.2.0.8.9.4.4.2.2.3.7
WENDY CUTRONA said…
Welcome. BE NOT TROUBLED anymore. you’re at the right place. Nothing like having trustworthy hackers. have you lost money before or bitcoins and are looking for a hacker to get your money back? You should contact us right away. It's very affordable and we give guarantees to our clients. Our hacking services are as follows:
-hack into any kind of phone
_Increase Credit Scores
_western union, bitcoin and money gram hacking
_criminal records deletion_BLANK ATM/CREDIT CARDS
_Hacking of phones(that of your spouse, boss, friends, and see whatever is being discussed behind your back)
_Security system hacking...and so much more. Contact THEM now and get whatever you want at
Email:Creditcards.atm@gmail.com 

  Whats app:+1(305) 330-3282  

WHY WOULD YOU NEED TO HIRE A HACKER??:
There are so many Reasons why people need to hire a hacker, It might be to Hack a Websites to deface information, retrieve information, edit information or give you admin access.
• Some people might need us To Hack Their Target Smartphone so that they could get access to all activities on the phone like , text messages , call logs , Social media Apps and other information
• Some might need to Hack a Facebook , gmail, Instagram , twitter and other social media Accounts,
• Also Some Individuals might want to Track someone else's Location probably for investigation cases
• Some might need Us to Hack into Court's Database to Clear criminal records.
• However, Some People Might Have Lost So Much Funds With BINARY OPTIONS BROKERS or BTC MINING and wish to Recover Their Funds
• All these Are what we can get Done Asap With The Help Of Our Root Hack Tools, Special Hack Tools and Our Technical Hacking Strategies Which Surpasses All Other Hackers.

★ OUR SPECIAL SERVICES WE OFFER ARE:
* RECOVERY OF LOST FUNDS ON BINARY OPTIONS
* Credit Cards Loading ( USA Only )
* BANK Account Loading (USA Banks Only)

★ You can also contact us for other Cyber Attacks And Hijackings, we do All ★

★ CONTACTS:
* For Binary Options Recovery,feel free to contact (Creditcards.atm@gmail.com)for a wonderful job well done,stay safe.

Why waste your time waiting on monthly salary. When you can make up to $3,000 in 5-7days from home, you don't send money to anyone.                    
Invest $300 and earn $3,000
Invest $500 and earn $5,000
Invest $600 and earn $6,000
Invest $700 and earn $7,000
Invest $800 and earn $8,000
Invest $900 and earn $9,000
Invest $1000 and earn $10,000

IT HAS BEEN TESTED AND TRUSTED  
WENDY CUTRONA said…
Welcome. BE NOT TROUBLED anymore. you’re at the right place. Nothing like having trustworthy hackers. have you lost money before or bitcoins and are looking for a hacker to get your money back? You should contact us right away. It's very affordable and we give guarantees to our clients. Our hacking services are as follows:Email:Creditcards.atm@gmail.com 
-hack into any kind of phone
_Increase Credit Scores
_western union, bitcoin and money gram hacking
_criminal records deletion_BLANK ATM/CREDIT CARDS
_Hacking of phones(that of your spouse, boss, friends, and see whatever is being discussed behind your back)
_Security system hacking...and so much more. Contact THEM now and get whatever you want at
Email:Creditcards.atm@gmail.com 

  Whats app:+1(305) 330-3282  

WHY WOULD YOU NEED TO HIRE A HACKER??:
There are so many Reasons why people need to hire a hacker, It might be to Hack a Websites to deface information, retrieve information, edit information or give you admin access.
• Some people might need us To Hack Their Target Smartphone so that they could get access to all activities on the phone like , text messages , call logs , Social media Apps and other information
• Some might need to Hack a Facebook , gmail, Instagram , twitter and other social media Accounts,
• Also Some Individuals might want to Track someone else's Location probably for investigation cases
• Some might need Us to Hack into Court's Database to Clear criminal records.
• However, Some People Might Have Lost So Much Funds With BINARY OPTIONS BROKERS or BTC MINING and wish to Recover Their Funds
• All these Are what we can get Done Asap With The Help Of Our Root Hack Tools, Special Hack Tools and Our Technical Hacking Strategies Which Surpasses All Other Hackers.

★ OUR SPECIAL SERVICES WE OFFER ARE:
* RECOVERY OF LOST FUNDS ON BINARY OPTIONS
* Credit Cards Loading ( USA Only )
* BANK Account Loading (USA Banks Only)

★ You can also contact us for other Cyber Attacks And Hijackings, we do All ★

★ CONTACTS:
* For Binary Options Recovery,feel free to contact (Creditcards.atm@gmail.com)for a wonderful job well done,stay safe.

Why waste your time waiting for a monthly salary. When you can make up to $3,000 in 5-7days from home,                     
Invest $300 and earn $3,000
Invest $500 and earn $5,000
Invest $600 and earn $6,000
Invest $700 and earn $7,000
Invest $800 and earn $8,000
Invest $900 and earn $9,000
Invest $1000 and earn $10,000

IT HAS BEEN TESTED AND TRUSTED  
WENDY CUTRONA said…
Welcome. BE NOT TROUBLED anymore. you’re at the right place. Nothing like having trustworthy hackers. have you lost money before or bitcoins and are looking for a hacker to get your money back? You should contact us right away. It's very affordable and we give guarantees to our clients. Our hacking services are as follows:Email:Creditcards.atm@gmail.com 
-hack into any kind of phone
_Increase Credit Scores
_western union, bitcoin and money gram hacking
_criminal records deletion_BLANK ATM/CREDIT CARDS
_Hacking of phones(that of your spouse, boss, friends, and see whatever is being discussed behind your back)
_Security system hacking...and so much more. Contact THEM now and get whatever you want at
Email:Creditcards.atm@gmail.com 

  Whats app:+1(305) 330-3282  

WHY WOULD YOU NEED TO HIRE A HACKER??:
There are so many Reasons why people need to hire a hacker, It might be to Hack a Websites to deface information, retrieve information, edit information or give you admin access.
• Some people might need us To Hack Their Target Smartphone so that they could get access to all activities on the phone like , text messages , call logs , Social media Apps and other information
• Some might need to Hack a Facebook , gmail, Instagram , twitter and other social media Accounts,
• Also Some Individuals might want to Track someone else's Location probably for investigation cases
• Some might need Us to Hack into Court's Database to Clear criminal records.
• However, Some People Might Have Lost So Much Funds With BINARY OPTIONS BROKERS or BTC MINING and wish to Recover Their Funds
• All these Are what we can get Done Asap With The Help Of Our Root Hack Tools, Special Hack Tools and Our Technical Hacking Strategies Which Surpasses All Other Hackers.

★ OUR SPECIAL SERVICES WE OFFER ARE:
* RECOVERY OF LOST FUNDS ON BINARY OPTIONS
* Credit Cards Loading ( USA Only )
* BANK Account Loading (USA Banks Only)

★ You can also contact us for other Cyber Attacks And Hijackings, we do All ★

★ CONTACTS:
* For Binary Options Recovery,feel free to contact (Creditcards.atm@gmail.com)for a wonderful job well done,stay safe.

Why waste your time waiting for a monthly salary. When you can make up to $3,000 in 5-7days from home,                     
Invest $300 and earn $3,000
Invest $500 and earn $5,000
Invest $600 and earn $6,000
Invest $700 and earn $7,000
Invest $800 and earn $8,000
Invest $900 and earn $9,000
Invest $1000 and earn $10,000

IT HAS BEEN TESTED AND TRUSTED  
WENDY CUTRONA said…
Welcome. BE NOT TROUBLED anymore. you’re at the right place. Nothing like having trustworthy hackers. have you lost money before or bitcoins and are looking for a hacker to get your money back? You should contact us right away. It's very affordable and we give guarantees to our clients. Our hacking services are as follows:Email:Creditcards.atm@gmail.com 
-hack into any kind of phone
_Increase Credit Scores
_western union, bitcoin and money gram hacking
_criminal records deletion_BLANK ATM/CREDIT CARDS
_Hacking of phones(that of your spouse, boss, friends, and see whatever is being discussed behind your back)
_Security system hacking...and so much more. Contact THEM now and get whatever you want at
Email:Creditcards.atm@gmail.com 

  Whats app:+1(305) 330-3282  

WHY WOULD YOU NEED TO HIRE A HACKER??:
There are so many Reasons why people need to hire a hacker, It might be to Hack a Websites to deface information, retrieve information, edit information or give you admin access.
• Some people might need us To Hack Their Target Smartphone so that they could get access to all activities on the phone like , text messages , call logs , Social media Apps and other information
• Some might need to Hack a Facebook , gmail, Instagram , twitter and other social media Accounts,
• Also Some Individuals might want to Track someone else's Location probably for investigation cases
• Some might need Us to Hack into Court's Database to Clear criminal records.
• However, Some People Might Have Lost So Much Funds With BINARY OPTIONS BROKERS or BTC MINING and wish to Recover Their Funds
• All these Are what we can get Done Asap With The Help Of Our Root Hack Tools, Special Hack Tools and Our Technical Hacking Strategies Which Surpasses All Other Hackers.

★ OUR SPECIAL SERVICES WE OFFER ARE:
* RECOVERY OF LOST FUNDS ON BINARY OPTIONS
* Credit Cards Loading ( USA Only )
* BANK Account Loading (USA Banks Only)

★ You can also contact us for other Cyber Attacks And Hijackings, we do All ★

★ CONTACTS:
* For Binary Options Recovery,feel free to contact (Creditcards.atm@gmail.com)for a wonderful job well done,stay safe.

Why waste your time waiting for a monthly salary. When you can make up to $3,000 in 5-7days from home,                     
Invest $300 and earn $3,000
Invest $500 and earn $5,000
Invest $600 and earn $6,000
Invest $700 and earn $7,000
Invest $800 and earn $8,000
Invest $900 and earn $9,000
Invest $1000 and earn $10,000

IT HAS BEEN TESTED AND TRUSTED  
John Trapp said…
I am open to share my experience with bitcoin investment and losing money to scammers. However, yes it is possible to recover your stolen bitcoins. I never believed in bitcoin recovery because I was made to understand that it was not possible. However, sometime in October I fell for a forex scam which promised overly high returns and I ended up losing close to $55,000. I searched for a month for help until I finally came across an article on reddit in regards to recovering stolen cryptocurrency so I reached out to them, BitcoinBinaryRecovery dot com. I was so scared and skeptical because I have heard of bad experiences but I decided to give them a try and to my greatest surprise I was able to get all my stolen bitcoins recovered from the scammers within a very short time frame. I don’t know if I’m allowed to share the links on here but you can contact if you also need help, all you have to do is look them up on google and send them a text.
Mussen said…
Hello everyone, Are you looking for a professional trader, forex and binary manager who will help you trade and manager your account with good and massive amount of profit in return. you can contact MR. CARLOS ELLISON for your investment plan, for he helped me earned 12,000usd with little investment funds. Carlos Ellison you're the best trader I can recommend for anyone who wants to invest and trade with a genuine trader, he also helps in recovery of loss funds..you can contact him on his Email:
carlose78910@gmail.com
Via whatsapp: (+12166263236)

I advice you shouldn't hesitate. He's great.
Caillo Lisa said…
This is another testimony on how Chief Dr Lucky cured My HIV Disease. Do you need a cure for your HIV disease? Do you want to be cured from your cancer disease? Or you want to be free from any type of disease. Kindly visit his website https://chiefdrluckyherbaltherapy.wordpress.com/ , he just cured my HIV disease and I’m very grateful to him, he is the only herbalist that can cure you.  Whatsapp number : +2348132777335 
Via Email : chiefdrlucky@gmail.com
Thank you all for reading,
God bless"
Joseph said…
Hello my name is Scott Mcall, I want to use this medium to share to you guys about how my life changed for the better after meeting good hackers, I got $15,000USD while working with them. They are really efficient and reliable, they perform various hack such as. BLANK ATM CARD PAYPAL HACK TRANSFER WESTERN UNION HACK MONEY HACK BITCOIN INVESTMENT Please if you are interested in any of this, contact them via Jaxononlinehackers@gmail.com WhatsApp: ‪+1 2192714465 Contact them today and be happy
BLANK ATM CARD said…
GET RICH WITH BLANK ATM CARD ... Whatsapp: +18033921735

I want to testify about Dark Web blank atm cards which can withdraw money from any atm machines around the world. I was very poor before and have no job. I saw so many testimony about how Dark Web hackers send them the atm blank card and use it to collect money in any atm machine and become rich.( darkwebblankatmcard@gmail.com ) I email them also and they sent me the blank atm card. I have use it to get 90,000 dollars. withdraw the maximum of 5,000 USD daily. Dark Web is giving out the card just to help the poor. Hack and take money directly from any atm machine vault with the use of atm programmed card which runs in automatic mode.

Email: darkwebblankatmcard@gmail.com
Text & Call or WhatsApp: +18033921735
Website: darkwebblankcard.webs.com

Popular posts from this blog

Show-Me-Select Board Approves Genomic Testing Requirement for Natural Service Sires

New Show-Me-Select Sire EPD Requirements Announced