Pathogenesis
Clinical Features
Diagnostic Testing
Treatment
Misc.
100

How does iron deficiency produce anemia? What are the prime causes of iron deficiency?

1: decreased iron stores -> decreased hemoglobin and myoglobin synthesis -> anemia

2: chronic blood loss and poor iron intake (poor nutrition and malabsorption )

100

Name three ways in which anemia (in general) often presents.

Some answers may include: asymptomatic, fatigue, weakness, dyspnea , pallor, tachycardia 

100

and


Thalassemia

and

Glucose-6-Phosphate Dehydrogenase Deficiency

100

Treatment of the underlying disease will correct the anemia. Nutritional supplementation does not help. (List 2)

Anemia of chonic inflammation and myelophthistic anemia.

100

How does malaria cause hemolytic anemia?

When a host mosquito feeds on a human, the parasite is introduced and quickly infects hepatocytes with merozoites. After several day to weeks, the infected hepatocytes release the merozoites, which quickly infect erythrocytes. Once asexual reproduction is complete in the red blood cell, trophozoites are produced and give rise to more merozoites, which escape by red blood cell lysis.

200

How do the megaloblastic anemias arise?

Either vitamin B12 or folate are deficient, both of which are required for DNA synthesis. Specifically, thymidine is prevented from being synthesized, and this leads to early erythrocytes undergoing apoptosis due to DNA defects, or decreased # of RBCs due to fewer cell divisions before maturation. 

200

Insidious onset

Weakness, easy fatigability

Complicated by other nutritional deficiencies

No neurological changes

What is the most likely diagnosis?

Folate deficiency anemia

200

and


Immunohemolytic anemia 

and

Falciparum malaria

200

How would you treat folate or B12 deficiency anemia? (List for both)

Folate deficiency anemia can be treated by supplemental oral folate, and B12 deficiency anemia is best treated with both oral folate and parenteral vitamin B12, to mediate the possible inability to absorb oral B12 well as seen in pernicious anemia. 

200

The mechanism by which a blood transfusion can cause anemia.

Transfusion of an inappropriate blood type can result in lysis of the transfused RBCs by the recipient's immune system.

300

How does G6PD deficiency lead to its hemolytic anemia?

Defect in the G6PD enzyme leads to reduced glutathione production, which increases RBC susceptibility to oxidant stress. Under oxidant stress, the RBCs hemolyze both extravascularly and intravascularly.

300

This anemia is usually mild and asymptomatic, but in sever cases can present with weakness, fatigue, shortness of breath on exertion, and pallor. A rare complication of this anemia is pica.   

Iron deficiency (anemia of diminished erythropoiesis)

300

Moderate-severe macrocytic anemia

Leukopenia with hypersegmented granulocytes

Decreased serum B12 

Normal folate level

Sometimes: positive serum antibodies to intrinsic factor.

What is the diagnosis?

B12 deficiency anemia

300

Why is splenectomy a treatment for hereditary spherocytosis?

In an individual with hereditary spherocytosis, the spleen is destroying the red blood cells. With a splenectomy, the anemia resolves since the red blood cells are no longer destroyed by the spleen. The spherocytes continue to persist.

300

What are the 2 ways that iron is stored in the storage pool of the body?

Ferritin and hemosiderin 

400

How do the thalassemias produce anemia?

In alpha thalassemia, an alpha-globin gene deletion impairs alpha globin synthesis. Severity depends on #of defective copies (normal is aa/aa, worst is (- -/- -)

In beta thalassemia, point mutations cause decreased beta-globin synthesis.

 In either case, mismatched alpha or beta globins form precipitates inside the cell causing cell lysis.

400

Fatigue, malaise, pallor, mucosal bleeding, petechiae, infection, purpura.


What is the most likely diagnosis?

Aplastic anemia, characterized by anemia, leukopenia, and thrombocytopenia. 

400

How does immunohemolytic anemia cause a deficiency in RBCs?

Explain the test used to diagnose this anemia.

Autoimmunoglobulins bind to RBCs, which leads to the activation of the complement system. There is eventual spherocytosis and destruction of the RBCs at the spleen.

Direct Coombs test is performed to detect the presence of antibodies on RBCs. A sample of the patient's RBCs are introduced to antibodies against human immunoglobulins. If the RBCs agglutinate, the patient may have immunohemolytic anemia.

400

What is the treatment for anemia of chronic disease?

Administer exogenous EPO

400

How does chronic inflammation affect iron uptake?

Inflammatory mediators (IL-6) increased hepatic hepcidin production. This inhibits iron uptake and release of iron from macrophages.

500

How does chronic inflammation produce anemia?

Proinflammatory cytokines (e.g. IL-6) increase hepatic hepcidin synthesis, which destroys the membrane iron transporter ferroportin, which inhibits iron transfer to erythroid precursors, resulting in microcytic hypochromic RBCs.

500

Sensitivity to cold

Anemia

Blueing or hands and feet

Infection 


Cold immunohemolytic anemia

500

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

As a result of increased erythropoiesis-capable blood marrow formation, compact bone is degraded and reformed in these spike-like processes.

(Robbins and Cotran, Figure 14-13)

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