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OVARIAN CANCER AND
HYPERGLYCEMIA: CAN
METFORMIN BE USED TO HALT
TUMOR GROWTH AND
PROLIFERATION?
 LACEY GIBSON
 S O PHO M O R E U N D E RG R A D UAT E PR E S ID E N T IA L S C HO LA R
 MENTOR: DR. BUCK HALES
 DEPARTMENT OF PHYSIOLOGY
 SOUTHERN ILLINOIS UNIVERSITY CARBONDALE
RESEARCH OBJECTIVES
• Study was undertaken to answer the following question:
“Can Metformin be used to halt growth and proliferation of ovarian cancer?”
• Hypothesis:
• Treatment of cancerous ovary cells lines will lead to an increased buildup of lactic
  acid, representing an inability for these cells to produce glucose via
  gluconeogenesis, which in turn causes decreased energy reservoir for tumor
  proliferation.
• Metformin halts tumor growth and proliferation, as evident by its ability to block
  gluconeogenesis.
BACKGROUND INFORMATION: WHAT IS
OVARIAN CANCER?
•   Ovarian cancer currently has the leading rate of mortality compared with all other
    gynecological cancers.
•   It is the fifth leading cause of death in women (Ahn et al).
•   Largely lacking in methods of early detection and preventative treatment.
BACKGROUND INFORMATION: WHAT IS
HYPERGLYCEMIA?
  Hyperglycemia = Type II Diabetes = Insulin Resistance
  Insulin Resistance:
   Insulin released to convert blood glucose to glycogen for
    long-term storage in muscle and liver cells
   High sugar diet causes high storage of glycogen in cells
   Pancreas pumps excess insulin, but insulin receptors do not
    respond, causing glucose to remain in blood.
BACKGROUND INFORMATION: INSULIN
     RESISTANCE AND OVARIAN CANCER
•   Excess insulin pumped by pancreas shown by in vitro studies to cause cell
    proliferation and prevent apoptosis (Thune et al)
•   Excess insulin also affects synthesis of certain hormones, such as estrogen,
    which play a role in cell differentiation and proliferation(Thune et al)
•   Recent studies have suggested a role for hyperglycemia in the development of a
    number of cancers, including endometrial, liver, and pancreatic cancer (Swerdlow
    et al)
•   Ovarian cancer and hyperglycemia share a variety of risk factors and individuals
    diagnosed with hyperglycemia are more likely than by chance to be diagnosed
    with cancer (Giovannuci et al.)
BACKGROUND INFORMATION: HYPERGLYCEMIC
ENVIRONMENT & OVARIAN CANCER
•   Warburg Effect describes ability of fast-growing cancer cells to metabolize glucose
    via anaerobic glycolysis in addition to oxidative phosphorylation; More glucose
    needed for proliferation (Ladley).
•   Hyperglycemia provides a nutrient-rich, growth signal-rich environment for
    epithelial ovarian cancer cells, where tumor formation and growth is encouraged
    by free radical-induced DNA damage. (Kellenberger et al)
•   If hyperglycemia contributes to tumor growth and progression, then anti-diabetes
    drugs, such as Metformin, may also have an important antitumor role.
BACKGROUND INFORMATION: WHAT IS
METFORMIN?
•   1-carbamimidamido-N,N-dimethylmethanimidamide, C4H11N5
•   World’s most popular anti-diabetes drug
•   Activates AMP-activated protein kinase in cancer cells, which may play a role in
    inhibiting cellular growth by:
• Lowering sugar output from via inhibition of gluconeogenesis
• Ultimately lowering blood sugar
• Starving the cells of their abundant glucose supply that previously allowed them to
  proliferate
•   Has shown anti-proliferative effects on cancerous tissue from a variety of cell
    lines
BACKGROUND INFORMATION: WHAT IS LACTIC
ACIDOSIS?
•   Lactic acid produced as a bi-product of fermentation, which occurs in cancerous
    cells
•   Lactic acidosis = overproduction or underutilization (via glucogenesis inhibition)
    of lactic acid.
•   Biguanide drugs such as Metformin linked to lactic acidosis:
• Decreases gluconeogenesis to lower blood glucose
2 lactate (C3H6O3) + energy (from 16 ATP) ---> glucose (C6H12O6)
• Lactate uptake decreased-> less glucose produced; Cancer cells starved.




                                       Metformin
                                                     X
BACKGROUND INFORMATION: WHAT IS LACTIC
ACIDOSIS?
•   Although rare, when caused by Metformin, lactic acidosis has mortality rate of
    50% (Price)
•   BUT: 9 cases lactic acidosis/10,000 Metformin users (no difference compared to
    placebo); Risk factors include: “age of >60 yr; decreased cardiac, hepatic, or
    renal function; diabetic ketoacidosis; surgery; respiratory failure; ethanol
    intoxication; and fasting” (Luft)
BACKGROUND INFORMATION: GLUCONEOGENESIS: TESTING
THE METFORMIN’S ANTI PROLIFERATIVE MECHANISM
  Gluconeogenesis = generation of glucose from noncarbonhydrate carbon substrates
      (i.e. lactic acid)
  Gluconeogenesis could occur as an additional glucose source for “greedy” ovarian
       cancer cells
  • Cancer cells undergo fermentation in addition to aerobic respiration (Warburg
    Effect)… why not gluconeogenesis too?
  How can we test this?
  Certain drugs that inhibit cancer cell proliferation should also inhibit gluconeogenesis:
   If Metformin inhibits gluconeogenesis, a buildup in lactic acid will occur in
    Metformin-treated cell lines.
                             Lactic Acid
METHODS: METFORMIN DOSE-RESPONSE
STUDY
Dose-finding study was performed to determine optimal dose of Metformin for cells
    during lactic acid assays:
 SKOV3 (cancerous human epithelial ovary) cell lines were treated with media
  containing various doses (0-25 mmol/L) of Metformin.
 Cell count was measured after 24 hours incubation at 37°C in each treatment.
RESULTS: METFORMIN DOSE-RESPONSE STUDY

                                                                                                                 Total Cell Count
                                                                                                3.5




                                                                   Total Cells (10^5 cell/mL)
                                                                                                 3
• Observations:                                                                                 2.5
• Cells Treated with 25 mmol/L Metformin                                                         2
                                                                                                                                       Control
  appeared smaller and fewer in number after                                                    1.5
                                                                                                                                       10 mmol/L Metformin
  second dose, compared to other treatments                                                      1
                                                                                                                                       25 mmol/L Metformin
                                                                                                0.5
• T-25 Cell Counter detected zero control cells
                                                                                                 0
  after third dose, but cells in flask appeared                                                           1           2          3
  to be growing under microscope the next                                                                      Dose Number
  day; Human error in measurement?
• After third treatment of Metformin, there DID
  appear to be more cells in group treated
                                                                                                               Live Cell Count
                                                                                  100
  with 10 mmol/L Metformin than control.                                           90
                                                                                   80
                                                                                   70
                                                  Live Cells (%)



                                                                                   60
                                                                                   50                                                Control
                                                                                   40
                                                                                   30                                                10 mmol/L Metformin
                                                                                   20                                                25 mmol/L Metformin
                                                                                   10
                                                                                    0
                                                                                                      1           2          3
                                                                                                              Dose Number
CONCLUSION: METFORMIN DOSE-RESPONSE
STUDY
• Conclusions:
• Treatment of SKOV3 cells with 10 mmol/L Metformin does not decrease cell
  viability
• 10 mmol/L is optimal treatment for cells in Lactic Acid Assays; 25 mmol/L is too
  high.
METHODS: LACTIC ACID ASSAYS
Lactic Acid levels were tested in Control and Metformin-treated cancerous (SKOV3)
    and noncancerous (IOSE) epithelial ovarian cell lines
 3 Day Procecedure:
    Day 1: Cell lines were passaged and transferred to 96-well plate in normal
     media; 24 hours of incubation at 37 C followed.
    Day 2: Media was replaced with treatment media (Control or 10 mmol/L
     Metformin Hank’s Balanced Salt Solution); 24 hours of incubation at 37 C
     followed.
    Day 3: Lactic acid production was measured with plate reader.
RESULTS: LACTIC ACID ASSAY RESULTS
                Results
                 Control
                           Metformin Metformin
                           10 mmol/L 25 mmol/L
                                                                                                      Lactic Acid
       Avg L-                                                                                    Production, Control vs.
      Lactate                                                                                Metformin-Treated SKOV3
       (mM)      0.252       0.61      0.437
       SEM       0.02        0.06       0.04
                                                                                             0.8         Cells




                                                                    Average L-Lactate (mM)
                                                                                             0.6
         n        16          16         10                                                  0.4
                                                                                             0.2
                                                                                                             ***
•   Cotrol vs. 10 mmol/L Metformin treatment is                                                0
    significant, p<.001                                                                            Control     Metformin 10    Metformin 25
                                                                                                                 mmol/L          mmol/L
•   Lactic acid production increases with Metformin treatment; 25                                                  Treatment
    mmol/L Metformin was too high of a dose for cell
    survival, causing decrease in lactic acid production.
RESULTS: LACTIC ACID ASSAY RESULTS
                                 Lactic Acid Production in SKOV3 and
                                            IOSE Cell Lines
                           0.8
                           0.7
                           0.6
          L-lactate (mM)




                           0.5
                           0.4
                                              *                *
                           0.3
                           0.2
                           0.1
                             0
                                  Control SKOV3   Metformin       Control IOSE   Metformin IOSE
                                                   SKOV3
                                                          Cell Type

Lactic acid increases with Metformin treatment; Results are significant in cancerous
    (SKOV3) cells.
Increase in lactic acid levels also significant in cancerous Metformin-treated cells
    compared to noncancerous control-treated cells.
CONCLUSION: LACTIC ACID ASSAYS
•   Lactic acid levels increased significantly in Metformin-treated cancerous epithelial
    ovary cells compared to cancerous cells in control media.
•   Increase in lactic acid levels was not significant in noncancerous Metformin-
    treated cells compared to noncancerous cells in control media.
•   This indicates an inhibition of gluconeogenesis in Metformin-treated cancerous
    cells.
CONCLUSION: EXPLANATION OF METFORMIN’S EFFECT
ON LACTIC ACID PRODUCTION
                     (O2 present, returns to) Pyruvate (Gluconeogenisis)
Lactic acid production                                                     (Metformin treatment
from fermentation in                                                       activates
                                                                           AMPK, decreasing
addition to aerobic                                                        gluconeogenisis)
respiration in cancer
cells                                                       Glucose
             Lactic Acid Buildup
                    &
      Decreased Glucose Production




    Decreased reservoir of glucose for cancer cell proliferation

                         Increased lactic acid production in Metformin-treated
                         cells indicates an inhibition of gluconeogenesis, which
                         indicates an decrease in proliferation of ovarian cancer
                         cells
CONCLUSION: WHERE TO NEXT?
Metformin has the ability to decrease energy for proliferation of ovarian cancer cells
   via inhibition of gluconeogenesis. This inhibition of gluconeogenesis is shown by a
   decrease in lactic acid levels.
Metformin has potential to be used as a drug to treat patients with ovarian cancer
   AND patients with hyperglycemia. Wonder drug!
BUT more testing is needed to confirm cancer-treating abilities…
CONCLUSION: FUTURE STUDIES
Future studies:
• Test other intermediaries and enzymes related to gluconeogenesis
• Pyruvate, pyruvate kinase activity, glucose
•   In vivo testing of Metformin’s ability to suppress ovarian cancer growth and
    proliferation
• Study inflammatory genetic markers (i.e. COX-1 and prostaglandin) in tissue
  collected from Metformin-treated & control hens.
ACKNOWLEDGEMENTS
I am especially grateful for the knowledge that I have gained by working in Dr. Hales’ lab at
    Southern Illinois University of Carbondale. I am thankful for the being allowed to learn in the
    presence of all the supportive individuals in his facility. I also truly appreciate the support of
    the SIUC’s Saluki Scholar Research Opportunity program, the advice of my father, David
    Gibson, and the wisdom of the following authors:
Ahn, Suzie E., Jin Choi, Deivendran Rengaraj, Hee Seo, Whasun Lim, Jae Han, and Gwonhwa Song. "Increased Expression of Cysteine Cathepsins in
       Ovarian Tissue from Chickens with Ovarian Cancer." Reproductive Biology and Endocrinology8.1 (2010): 100. Print.
Giovannuci, E., Harlan, D. M., Archer, M. C., Bergenstal, R. M, Gapstur, R. M., Habel, L. A., Pollack, M., Regensteiner, J. G., and Yee, Douglas. “Diabetes
      and Cancer: A Consensus Report.” Diabetes Care, 2010, vol. 33, pp. 1674-1685.
Kellenberger, L. D., J. E. Bruin, J. Greenaway, N. E. Campbell, R. A. Moorehead, A. C. Holloway, and J. Petrik. "The Role of Dysregulated Glucose
      Metabolism in Epithelial Ovarian Cancer." Journal of Oncology 2010 (2010): 1-13. Print.
Ladley, Sara E. The Role of Metabolic Reorigination and Mitochondria in EOC. Diss. Southern Illinois University Carbondale, 2012. Carbondale, 2012.
       Print.
Luft, F. C. "Lactic Acidosis Update for Critical Care Clinicians." Journal of American Society of Nephrology 12.17 (2001): n. pag. Print.
Swerdlow, A. J., S. P. Laing, Z. Qiao, S. D. Slater, A. C. Burden, J. L. Botha, N. R. Waugh, A. D. Morris, W. Gatling, E. A. Gale, C. C. Patterson, and H. Keen.
      "Cancer Incidence and Mortality in Patients with Insulin-treated Diabetes: A UK Cohort Study." British Journal of Cancer 92.11 (2005): 2070-075.
      Print.
Thune, I. "Sustained Physical Activity, Energy Balance and Risk of Breast Cancer." European Journal of Cancer Prevention 7.Supplement 1 (1998): S67-
       68. Print.

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Ovarian cancer and hyperglycemia sigma xi

  • 1. OVARIAN CANCER AND HYPERGLYCEMIA: CAN METFORMIN BE USED TO HALT TUMOR GROWTH AND PROLIFERATION? LACEY GIBSON S O PHO M O R E U N D E RG R A D UAT E PR E S ID E N T IA L S C HO LA R MENTOR: DR. BUCK HALES DEPARTMENT OF PHYSIOLOGY SOUTHERN ILLINOIS UNIVERSITY CARBONDALE
  • 2. RESEARCH OBJECTIVES • Study was undertaken to answer the following question: “Can Metformin be used to halt growth and proliferation of ovarian cancer?” • Hypothesis: • Treatment of cancerous ovary cells lines will lead to an increased buildup of lactic acid, representing an inability for these cells to produce glucose via gluconeogenesis, which in turn causes decreased energy reservoir for tumor proliferation. • Metformin halts tumor growth and proliferation, as evident by its ability to block gluconeogenesis.
  • 3. BACKGROUND INFORMATION: WHAT IS OVARIAN CANCER? • Ovarian cancer currently has the leading rate of mortality compared with all other gynecological cancers. • It is the fifth leading cause of death in women (Ahn et al). • Largely lacking in methods of early detection and preventative treatment.
  • 4. BACKGROUND INFORMATION: WHAT IS HYPERGLYCEMIA? Hyperglycemia = Type II Diabetes = Insulin Resistance Insulin Resistance:  Insulin released to convert blood glucose to glycogen for long-term storage in muscle and liver cells  High sugar diet causes high storage of glycogen in cells  Pancreas pumps excess insulin, but insulin receptors do not respond, causing glucose to remain in blood.
  • 5. BACKGROUND INFORMATION: INSULIN RESISTANCE AND OVARIAN CANCER • Excess insulin pumped by pancreas shown by in vitro studies to cause cell proliferation and prevent apoptosis (Thune et al) • Excess insulin also affects synthesis of certain hormones, such as estrogen, which play a role in cell differentiation and proliferation(Thune et al) • Recent studies have suggested a role for hyperglycemia in the development of a number of cancers, including endometrial, liver, and pancreatic cancer (Swerdlow et al) • Ovarian cancer and hyperglycemia share a variety of risk factors and individuals diagnosed with hyperglycemia are more likely than by chance to be diagnosed with cancer (Giovannuci et al.)
  • 6. BACKGROUND INFORMATION: HYPERGLYCEMIC ENVIRONMENT & OVARIAN CANCER • Warburg Effect describes ability of fast-growing cancer cells to metabolize glucose via anaerobic glycolysis in addition to oxidative phosphorylation; More glucose needed for proliferation (Ladley). • Hyperglycemia provides a nutrient-rich, growth signal-rich environment for epithelial ovarian cancer cells, where tumor formation and growth is encouraged by free radical-induced DNA damage. (Kellenberger et al) • If hyperglycemia contributes to tumor growth and progression, then anti-diabetes drugs, such as Metformin, may also have an important antitumor role.
  • 7. BACKGROUND INFORMATION: WHAT IS METFORMIN? • 1-carbamimidamido-N,N-dimethylmethanimidamide, C4H11N5 • World’s most popular anti-diabetes drug • Activates AMP-activated protein kinase in cancer cells, which may play a role in inhibiting cellular growth by: • Lowering sugar output from via inhibition of gluconeogenesis • Ultimately lowering blood sugar • Starving the cells of their abundant glucose supply that previously allowed them to proliferate • Has shown anti-proliferative effects on cancerous tissue from a variety of cell lines
  • 8. BACKGROUND INFORMATION: WHAT IS LACTIC ACIDOSIS? • Lactic acid produced as a bi-product of fermentation, which occurs in cancerous cells • Lactic acidosis = overproduction or underutilization (via glucogenesis inhibition) of lactic acid. • Biguanide drugs such as Metformin linked to lactic acidosis: • Decreases gluconeogenesis to lower blood glucose 2 lactate (C3H6O3) + energy (from 16 ATP) ---> glucose (C6H12O6) • Lactate uptake decreased-> less glucose produced; Cancer cells starved. Metformin X
  • 9. BACKGROUND INFORMATION: WHAT IS LACTIC ACIDOSIS? • Although rare, when caused by Metformin, lactic acidosis has mortality rate of 50% (Price) • BUT: 9 cases lactic acidosis/10,000 Metformin users (no difference compared to placebo); Risk factors include: “age of >60 yr; decreased cardiac, hepatic, or renal function; diabetic ketoacidosis; surgery; respiratory failure; ethanol intoxication; and fasting” (Luft)
  • 10. BACKGROUND INFORMATION: GLUCONEOGENESIS: TESTING THE METFORMIN’S ANTI PROLIFERATIVE MECHANISM Gluconeogenesis = generation of glucose from noncarbonhydrate carbon substrates (i.e. lactic acid) Gluconeogenesis could occur as an additional glucose source for “greedy” ovarian cancer cells • Cancer cells undergo fermentation in addition to aerobic respiration (Warburg Effect)… why not gluconeogenesis too? How can we test this? Certain drugs that inhibit cancer cell proliferation should also inhibit gluconeogenesis:  If Metformin inhibits gluconeogenesis, a buildup in lactic acid will occur in Metformin-treated cell lines. Lactic Acid
  • 11. METHODS: METFORMIN DOSE-RESPONSE STUDY Dose-finding study was performed to determine optimal dose of Metformin for cells during lactic acid assays:  SKOV3 (cancerous human epithelial ovary) cell lines were treated with media containing various doses (0-25 mmol/L) of Metformin.  Cell count was measured after 24 hours incubation at 37°C in each treatment.
  • 12. RESULTS: METFORMIN DOSE-RESPONSE STUDY Total Cell Count 3.5 Total Cells (10^5 cell/mL) 3 • Observations: 2.5 • Cells Treated with 25 mmol/L Metformin 2 Control appeared smaller and fewer in number after 1.5 10 mmol/L Metformin second dose, compared to other treatments 1 25 mmol/L Metformin 0.5 • T-25 Cell Counter detected zero control cells 0 after third dose, but cells in flask appeared 1 2 3 to be growing under microscope the next Dose Number day; Human error in measurement? • After third treatment of Metformin, there DID appear to be more cells in group treated Live Cell Count 100 with 10 mmol/L Metformin than control. 90 80 70 Live Cells (%) 60 50 Control 40 30 10 mmol/L Metformin 20 25 mmol/L Metformin 10 0 1 2 3 Dose Number
  • 13. CONCLUSION: METFORMIN DOSE-RESPONSE STUDY • Conclusions: • Treatment of SKOV3 cells with 10 mmol/L Metformin does not decrease cell viability • 10 mmol/L is optimal treatment for cells in Lactic Acid Assays; 25 mmol/L is too high.
  • 14. METHODS: LACTIC ACID ASSAYS Lactic Acid levels were tested in Control and Metformin-treated cancerous (SKOV3) and noncancerous (IOSE) epithelial ovarian cell lines  3 Day Procecedure:  Day 1: Cell lines were passaged and transferred to 96-well plate in normal media; 24 hours of incubation at 37 C followed.  Day 2: Media was replaced with treatment media (Control or 10 mmol/L Metformin Hank’s Balanced Salt Solution); 24 hours of incubation at 37 C followed.  Day 3: Lactic acid production was measured with plate reader.
  • 15. RESULTS: LACTIC ACID ASSAY RESULTS Results Control Metformin Metformin 10 mmol/L 25 mmol/L Lactic Acid Avg L- Production, Control vs. Lactate Metformin-Treated SKOV3 (mM) 0.252 0.61 0.437 SEM 0.02 0.06 0.04 0.8 Cells Average L-Lactate (mM) 0.6 n 16 16 10 0.4 0.2 *** • Cotrol vs. 10 mmol/L Metformin treatment is 0 significant, p<.001 Control Metformin 10 Metformin 25 mmol/L mmol/L • Lactic acid production increases with Metformin treatment; 25 Treatment mmol/L Metformin was too high of a dose for cell survival, causing decrease in lactic acid production.
  • 16. RESULTS: LACTIC ACID ASSAY RESULTS Lactic Acid Production in SKOV3 and IOSE Cell Lines 0.8 0.7 0.6 L-lactate (mM) 0.5 0.4 * * 0.3 0.2 0.1 0 Control SKOV3 Metformin Control IOSE Metformin IOSE SKOV3 Cell Type Lactic acid increases with Metformin treatment; Results are significant in cancerous (SKOV3) cells. Increase in lactic acid levels also significant in cancerous Metformin-treated cells compared to noncancerous control-treated cells.
  • 17. CONCLUSION: LACTIC ACID ASSAYS • Lactic acid levels increased significantly in Metformin-treated cancerous epithelial ovary cells compared to cancerous cells in control media. • Increase in lactic acid levels was not significant in noncancerous Metformin- treated cells compared to noncancerous cells in control media. • This indicates an inhibition of gluconeogenesis in Metformin-treated cancerous cells.
  • 18. CONCLUSION: EXPLANATION OF METFORMIN’S EFFECT ON LACTIC ACID PRODUCTION (O2 present, returns to) Pyruvate (Gluconeogenisis) Lactic acid production (Metformin treatment from fermentation in activates AMPK, decreasing addition to aerobic gluconeogenisis) respiration in cancer cells Glucose Lactic Acid Buildup & Decreased Glucose Production Decreased reservoir of glucose for cancer cell proliferation Increased lactic acid production in Metformin-treated cells indicates an inhibition of gluconeogenesis, which indicates an decrease in proliferation of ovarian cancer cells
  • 19. CONCLUSION: WHERE TO NEXT? Metformin has the ability to decrease energy for proliferation of ovarian cancer cells via inhibition of gluconeogenesis. This inhibition of gluconeogenesis is shown by a decrease in lactic acid levels. Metformin has potential to be used as a drug to treat patients with ovarian cancer AND patients with hyperglycemia. Wonder drug! BUT more testing is needed to confirm cancer-treating abilities…
  • 20. CONCLUSION: FUTURE STUDIES Future studies: • Test other intermediaries and enzymes related to gluconeogenesis • Pyruvate, pyruvate kinase activity, glucose • In vivo testing of Metformin’s ability to suppress ovarian cancer growth and proliferation • Study inflammatory genetic markers (i.e. COX-1 and prostaglandin) in tissue collected from Metformin-treated & control hens.
  • 21. ACKNOWLEDGEMENTS I am especially grateful for the knowledge that I have gained by working in Dr. Hales’ lab at Southern Illinois University of Carbondale. I am thankful for the being allowed to learn in the presence of all the supportive individuals in his facility. I also truly appreciate the support of the SIUC’s Saluki Scholar Research Opportunity program, the advice of my father, David Gibson, and the wisdom of the following authors: Ahn, Suzie E., Jin Choi, Deivendran Rengaraj, Hee Seo, Whasun Lim, Jae Han, and Gwonhwa Song. "Increased Expression of Cysteine Cathepsins in Ovarian Tissue from Chickens with Ovarian Cancer." Reproductive Biology and Endocrinology8.1 (2010): 100. Print. Giovannuci, E., Harlan, D. M., Archer, M. C., Bergenstal, R. M, Gapstur, R. M., Habel, L. A., Pollack, M., Regensteiner, J. G., and Yee, Douglas. “Diabetes and Cancer: A Consensus Report.” Diabetes Care, 2010, vol. 33, pp. 1674-1685. Kellenberger, L. D., J. E. Bruin, J. Greenaway, N. E. Campbell, R. A. Moorehead, A. C. Holloway, and J. Petrik. "The Role of Dysregulated Glucose Metabolism in Epithelial Ovarian Cancer." Journal of Oncology 2010 (2010): 1-13. Print. Ladley, Sara E. The Role of Metabolic Reorigination and Mitochondria in EOC. Diss. Southern Illinois University Carbondale, 2012. Carbondale, 2012. Print. Luft, F. C. "Lactic Acidosis Update for Critical Care Clinicians." Journal of American Society of Nephrology 12.17 (2001): n. pag. Print. Swerdlow, A. J., S. P. Laing, Z. Qiao, S. D. Slater, A. C. Burden, J. L. Botha, N. R. Waugh, A. D. Morris, W. Gatling, E. A. Gale, C. C. Patterson, and H. Keen. "Cancer Incidence and Mortality in Patients with Insulin-treated Diabetes: A UK Cohort Study." British Journal of Cancer 92.11 (2005): 2070-075. Print. Thune, I. "Sustained Physical Activity, Energy Balance and Risk of Breast Cancer." European Journal of Cancer Prevention 7.Supplement 1 (1998): S67- 68. Print.