DATE: May 1, '09
12:21 PM
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Clinical Laboratory Medicine for  Health Care Professionals (PA and Pharmacy)
Introduction
Algorithms - Do's and Don'ts
Ways to View Laboratory Results
Videos
What You Need to Know About Laboratory Tests
Example - Why Order a Hemoglobin Test?
CBC Road Map
More on Hemoglobin Test - Interpretation
Further Interpretation of the CBC
Basic Chemistry Analytes
Introduction
This is a crash course (workshop)  in the utilization of laboratory tests and an introduction to a way of thinking about laboratory tests.  You are about to start applied discussions and lectures in which laboratory values are discussed in relationship to various organ systems and disease processes.   You will be using these values in a controlled environment, someone has already done the analysis and told you what lab values are important.  In the real world, you may be confronted with a patient with vague symptoms, you develop a differential diagnosis and you select the laboratory tests and you interpret the results and come up with a working diagnosis and a management and monitoring plan or refer.

As you develop your professional knowledge base, you will also develop a data base for laboratory tests and applications.  There is
No way that we can convey this information to you predigested and ready to file.  In order for you to truly be able to use it you will have to see the results, gain experience and make mistakes. You already know more than you think you do.  Neither the laboratory nor the professional exist in a vacuum.  The laboratory tests are based on practical measurements of analytes which reflect normal or pathological processes.  You have been introduced to those processes in your preparatory courses, including Dr. Spalls "pathophysiology". 
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Algorithms - Do's and Don'ts
There are computer programs and algorithms that you can use or  memorize which guide you through the use and ordering of tests.  For many of patients you can probably use these formulas without thinking and get to where you need to be.  For the rest of the patients, it is imperative that you know what you are doing and  why, so as you build your professional knowledge base it will be much more important for you to know the details of these tests or become very chummy with someone who does.  My philosophy is that if you understand the concepts and as you come across the tests you fill in the blanks, it is a whole lot easier than memorizing lists.
What you think you need right now is a list that goes something like this: 
  • the BUN is x number 
  • the diseases that result in an elevated BUN of X are: 
  • (list of diseases) and the confirmatory tests are: (list of additional tests for each of the diseases listed, preferably one per diagnosis). 
This is exactly how you will probably  think and use the tests. As mentioned, there are several books that will help you this way.  But to intelligently use them, you should be thinking initially in terms of processes. When you understand these, you can jump intuitively to diagnoses. 
  • Taking  a BUN of 50, you know this is elevated because the lab says it is (see sample lab report). 
  • You should also know  that this is a normal byproduct of protein metabolism in all tissues except muscle, it is made in the liver and passively filtered through the kidneys (from your previous classes). 
  • Therefore you should consider processes that will result in a high BUN and they might include - 
    • fluid balance - decrease in water results in a relative increase (dehydration ); 
    • increase due to increased protein metabolism (internal bleeding, increased dietary  protein intake (Atkins diet) , or conversely carbohydrate restricted diet); or 
    • decreased glomerular filtration (prerenal-shock) renal (glomerular nephritis, renal disease). 
  • A low BUN may indicate 
    • fluid overload, 
    • increased plasma volume, 
    • increased glomerular filtration, 
    • decreased dietary intake of protein or 
    • liver failure
Yet what you will see in most of the books is BUN is a renal function test.  The values may be modified by any of the above so someone who has renal function problems may present with BUN levels that are ambiguous, especially if the patient is pregnant or suffering from another disease, on IV fluids, or have concomitant liver failure. Therefore, depending on the suspected process, you will choose additional tests, or look at them next if they are available. The creatinine is similar to BUN in that it is a normal by product of muscle metabolism (creatine to creatinine and formed in direct proportion to muscle mass independently of liver or dietary).  Like BUN it is passively filtered by the glomerulus.  Therefore a high BUN coupled with a high creatinine point to glomerular dysfunction (can be prerenal - acute higher BUN than creatinine, can be renal BUN to creatinine increases proportional 1:20).   IF the patients muscle mass is normal - But if not, then you will need to adjust how you look at the tests. A patient with muscular dystrophy may have a lower creatinine even in the face of renal compromise.
The  more intelligent way to look at laboratory tests is as parts of algorithms.
What I would like to do today is introduce you to developing algorithms on your own, but also throw you some lifelines in terms of shortcuts you can use while you are learning the rest of the stuff.   You will have access to this presentation, a version of the M&M lab from Dr. Spall's, and a series of discussions of individual tests. We will also make available regular case studies as you go through your clinical medicine class.
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Ways to View Laboratory Results

There are at least two different ways to look at Laboratory Results as you start to analyze them.  For ease of remembering but nothing that has to be memorized, I divide them into horizontal and longitudinal.  In horizontal analysis, the practitioner analyzes the laboratory data in relationship to the population from which his patient is derived and sub populations which have the disease in question.  You might want to review the sections on:
  • Normal Range
  • Sensitivity
  • Specificity
  • Positive/Negative Predictive Value
I presented these concepts in Dr. Spalls class.  For those of you who did not attend that class I will provide a link for you to get to the exercise that explains these terms. (This is on streaming video and for best results should be viewed on campus or a T1, cable internet connection). Click Here for free RealPlayer download.
In longitudinal analysis, the patient data are analyzed only in relationship to that patient i.e. has there been a change in the analyte.  In order to begin this type of analysis, you might want to review the concepts of preanalytical/analytical/and post analytical variation as well as the terms accuracy and precision (also covered in the video).
The construction of algorithms (keys) will become very important to you as you start to look at patient data.  You may use pre constructed algorithms as presented in books or you may construct your own.  The basis for algorithms is the understanding that no one individual test is appropriate to use to diagnose any disorder or disease.  A series of tests are used.  The specific order in which they are applied is critical to the diagnosis and will vary according to the conditions which you wish to "rule in" or "rule out".  Availability, turn around time, cost and reimbursement will affect the tests which you will use in your algorithms and therefore, they will change from location to location.
For the purposes of this exercise, as you are preparing for your clinical classes, we will assume that the test values you are given are the best possible in terms of pre analytical and analytical error and that there are no constraints concerning either availability or reimbursement issues.  We will address those practicalities at a later date.
Please discard any notion that you have that there is a test for a condition or disease or that a single test can be used for diagnosis. Redundancy is built into laboratory analysis.  Laboratory data without intelligent interpretation is worse than useless.  I am counting on you to provide the intelligent interpretation.  In order to do that interpretation, you have to know or be able to find rapidly certain things about the analyte.  Before you order a test, you need to know what it can and cannot tell you.  If you do not know-do not order it because you will have to deal with the results. By the way, if you have maintained consciousness in your previous classes, very few of the situations I am going to give as examples will be foreign.  You have the information or were at one time or another exposed, you just need to drag it out, dust it off and use it.  Going back to the BUN analogy you should realize that you do already have much of this knowledge.
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What You Need to Know About Laboratory Tests

When you order a laboratory test and it is performed on a sample from the patient, the number you get represents the level in that patient at the exact moment it was drawn.  It is a snapshot-----no more-no less.  Unless you are doing a longitudinal analysis ( same analyte over a period of time on the patient) you do not know whether it is rising, falling or is the same as it has been for some time.  The measurable level of any analyte exists as a dynamic equilibrium at the moment you took the snapshot.  That is a balance between the production or acquisition of the analyte and the destruction, passive or active removal  of the analyte.  Therefore in order to intelligently interpret the analyte you must know:
  1. What is it? 
  2. How and where is it made? or
  3. How is it acquired?
  4. Is it consumed or produced as part of a natural process or only in pathological states?
  5. How is it metabolized (destroyed)?
  6. How is it removed if not destroyed (active/passive)?
  7. What regulates these processes? (none, induction, feed back inhibition etc.)
  8. Are there other tests that measure related analytes but differ in one or more of these processes?
Let's Look at a Few Examples

The most common tests that you will be dealing with at first are probably a CBC with or without differential, a reticulocyte count, a urinalysis, and a chem panel (basic, metabolic or other iteration) and a Thyroid test (T-4 or TSH).  These tests account for over 80% of all laboratory work ordered. As part of your own professional development, it would be wise for you to disassemble these tests (each is really a battery of individual tests) and look up the answers to the eight questions above for each one.

Lets pick some individual tests out of these panels, each of which may have profound implications for your patient and look at them first in terms of the eight questions and then in terms of how they might vary in different disease states.
Using the 8 questions listed above - Let's look at Hemoglobin
1. What is it? Hemoglobin is the normal respiratory pigment of all vertebrates. It consists of a heme core (porphyries and iron) and globin chains. The intact molecule is found only in red blood cells.

2. How and where is it made? Hemoglobin is made by and contained in red blood cells which are made in the bone marrow.

4. Is it consumed or produced as part of a natural process or only in pathological states? It is a naturally occurring compound which is degraded by the reticuloendothelial system after phagocytosis of senescent or damaged red cells (120+ days is normal).

5. How is it metabolized (destroyed)? Its destruction requires processing of the protein chains with either recycling of amino acids or formation of urea; disassembly of the iron which is recycled via ferritin and transferrin and solubilization of the heme ring derivative (bilirubin) by conjugation to glucuronide in the liver and elimination from the body through the urine and bile.

7. What regulates these processes? Regulation of production is indirect via formation of red cells. Replacement of red cells occurs at a steady state by mitosis and differentiation of bone marrow stem cells, the rate normally controlled by demand for oxygen, monitored by the kidney and actually controlled by erythropoietin. Bone marrow production of Red Blood Cells (containing Hemoglobin) can be accelerated ten fold in response to erythropoietin. In the absence of erythropoietin, rbc production drops regardless of O2 tension. Replacement of bone marrow or interference with maturation or differentiation of Red Blood Cells indirectly affects the production of hemoglobin.

8. Are there other tests that measure related analytes but differ in one or more of these processes? Hematocrit, RBC, MCV, MCH, MCHC, visual inspection and reticulocyte count and bilirubin are related tests which are used in conjunction with HGB to assess HGB functionality, RBC production and or turnover.
Some of the physiological mechanisms that control the hemoglobin production:
  • Renal sensors that respond to oxygen concentration 
  • Renal cells producing erythropoietin 
  • Mitotic and maturational processes in bone marrow of Red Blood Cells
  • Availability of raw materials 
    • iron - acquired from environment
    • amino acids - globins production, a result of genetic expression
    • porphyrin ring production,  the result of a series of enzymatic changes starting with ALA.
  • Red Blood Cell life span
  • Red Blood Cell loss or gain (transfusion/bleeding)
Depending on the individual person and circumstances one or all of these factors will contribute pressure on the balance.  If the positive balance the negative then a steady state will be achieved and a "normal result" may occur in the presence of a life threatening disease or just the opposite a steady state may be achieved outside the normal range or a steady state may not be achieved.  It is then the clinicians objective to "correct" these forces to achieve a steady state within the physiologically "normal range".  (Fancy for make a diagnosis and suggest a management or treatment).
If you were to draw Hemoglobin concentration as an old fashioned balance or teeter totter, you can visualize those forces which are contributing to the actual measurement.
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Also refer to CBC Road Map
More on Hemoglobin Test - Interpretation

Hemoglobin becomes one of our best estimates of the state of the erythron (red cell mass). It is used to "rule in" or "out" anemia, monitor malignant processes such as polycythemia or leukemia, and is used for the screening test for blood doping in the olympics among other applications. It is sensitive but not specific.

A
low hemoglobin may  indicate any of the following:
  • Lower number of red cells in relation to plasma (increased plasma volume /natural or acquired) fluid overload - anemia of pregnancy (RELATIVE)
  • Bleeding (uncompensated by red blood cell production.)(REMOVAL of red cells)
  • Iron deficiency or availability (dietary, secondary to other conditions, chronic disease, sideroblastic anemias  (PRODUCTION)
  • Porphyrin production (lead poisoning/hereditary porphyrurias)
  • Globin chain production (thalassemias alpha and beta)
  • Reduced Red Cell survival greater than bone marrow capacity to replace (hemolytic anemias, hemoglobinopathies)
  • Inadequate mitosis (toxins, bone marrow suppression or replacement, renal failure, thyroid deficiency, chronic disease)
  • Inadequate maturation (acute leukemia - erythroleukemia, B-12, Folate, Alcohol).
A high hemoglobin may indicate
  • Greater number of Red Cells in relation to plasma (dehydration ).
  • Polycythemia ( reactive - due to decreased O2 tension - COPD-methemoglobinemias or malignant polycythemia vera)
  • Exogenous erythropoietin - tumor or blood doping
A hemoglobin in the normal range by itself may indicate:
  • A person in which no pathological processes that can affect hemoglobin are occurring OR:
  • A compensated pathological  process is occurring where production is ramped up to meet destruction.
Hemoglobin is a good screening test, the other parts of the CBC and a few additional tests will sort out all these possibilities.
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Further Interpretation of the CBC

Lets look at the other measurements related to the erythron in the CBC.  You should have access to them because it is unusual to order only a hemoglobin (hematocrit however in a Drs. office is a common test ). Does the RBC/HGB/HCT obey the Rule of Threes
  • If yes, then B-12, Folate,Alcohol,Thalassemias, Porphyurias, and iron deficiencies are unlikely.  (reflected also in an MCV in the 79-96 range and an MCHC around 33%.) 
  • If MCV low look for hemoglobin production problems (iron/lead/thalassemias). 
  • If high look for nuclear maturation problems (B-12/Folate/Alcohol).
Reticulocytes - Indicator of bone marrow activity
  • Look for inadequate mitosis or maturation (Corrected reticulocyte count low).  May require a bone marrow evaluation.
  • If reticulocyte count HIGH consider excessive in destruction or bleeding. Look for biological destruction- if none consider bleeding. If bilirubin high - consider excessive destruction, if low, bleeding.
If you are doing a longitudinal analysis - say the patient has been perking along fine and there is a change in hemoglobin your "rule in/rule out" is similar.  It is not unusual for a person with thalassemias/ sickle cell or other destructive process to function fine and maintain a dynamic equilibrium in the normal range until an additional stress is put on the system - other illness, pregnancy , stress or drugs.

This is an over simplified presentation but it will provide a framework upon which you can start hanging your own algorithms.

Lets look at
WBC (with its associated tests) and Platelet Count round out the CBC.  In a hemogram you will get only at total WBC, which can be very misleading.  But now we will pull in the elements of the CBC simultaneously.

Look at examples in tabular fashion. Hemoglobin, WBC and Diff, BUN, Glucose, Nitrite.
(Link Under Construction)
From this analysis, you can do it with each analyte in the panels I have given you, build yourself some tables.  Once you have done that, you can use the reference books and lists such as the shortie ones we have on the website. 
Basic Chemistry Analytes - Brief overview of common analytes
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