Amyotrophic Lateral Sclerosis
Conditions
Keywords
ALS, Lou Gehrig's Disease, Amyotrophic Lateral Sclerosis, Creatine, Tamoxifen, Selection Design
Brief summary
The purpose of the study is to evaluate the safety and efficacy of high dose creatine and two dosages of tamoxifen treatment in amyotrophic lateral sclerosis (ALS).
Detailed description
Amyotrophic lateral sclerosis (ALS) is a rare, neurodegenerative disorder that results in progressive wasting and paralysis of voluntary muscles. It is known that nerve cells called motor neurons die in the brains and spinal cords of people with amyotrophic lateral sclerosis (ALS). However, the cause of this cell death is unknown. In this double blind, randomized, selection design trial, researchers will evaluate the safety and effectiveness of creatine and tamoxifen in volunteers with ALS. There are a large number of potential drugs that may improve the survival or slow down the disease progression in people with ALS. The current strategy is to test one drug at a time against placebo. Selection Design is a different type of study design. A Selection Design study uses multiple drugs to screen against each other and picks the winner to take to a larger study. This design can speed the search for effective drugs to treat ALS. In this Selection Design study, each volunteer will take one active study drug (creatine 30gm, tamoxifen 40mg, or tamoxifen 80mg) and one placebo. Approximately 60 eligible volunteers with ALS will be recruited from multiple centers in the US that belong to the Northeast ALS Consortium (NEALS). Volunteers will be randomly assigned equally to the three treatment arms: creatine 30gm/day, tamoxifen 40mg/day and tamoxifen 80mg/day. Volunteers will take study treatment for 38 weeks. After screening and randomization, volunteers will be followed at weeks 4, 10, 18, 28 and week 38. A final telephone interview will occur at week 42 (off study drug).
Interventions
creatine monohydrate powder
Tamoxifen citrate capsules
Sponsors
Study design
Eligibility
Inclusion criteria
* Familial or sporadic ALS. * Disease duration from diagnosis no greater than 36 months at Screening Visit. * Aged 18 years or older. * Capable of providing informed consent and complying with trial procedures. * Vital capacity (VC) equal to or more than 50% predicted normal value for gender, height and age at the Screening Visit. * Not taking, or on a stable dose of riluzole (50mg bid) for at least 30 days prior to the Screening Visit. * Women must not be able to become pregnant for the duration of the study (e.g., post menopausal for at least one year, surgically sterile, or practicing adequate birth control methods) for the duration of the study. Women of childbearing potential must have a negative serum pregnancy test at the Screening Visit and be non-lactating.
Exclusion criteria
* History of known sensitivity or intolerability to creatine monohydrate or tamoxifen citrate or to any other related compound. * Prior exposure to creatine or tamoxifen within 30 days of the Screening Visit. * Exposure to any investigational agent within 30 days of the Screening Visit. * Use of coumarin anticoagulants (warfarin sodium), rifampin, aminoglutethimide, medroxyprogesterone, letrozole, or bromocriptine. * Presence of any of the following clinical conditions: Clinical evidence of unstable medical or psychiatric illness at the Screening Visit; Screening aspartate aminotransferase (AST) \> 3 times the upper limit of normal or serum creatinine \> 1.5 mg/dl (133 umol/L); Permanent assisted ventilation or mechanical ventilation; or Lactating or have a positive serum pregnancy test at the Screening Visit. * History of any of the following: blood clots including deep vein thrombosis, pulmonary embolism, and stroke, cataracts, renal problems, endometrial cancer, uterine sarcoma, or diabetes mellitus.
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| Change in ALS Functional Rating Scale - Revised (ALSFRS-R) | 38 weeks of treatment followed by a telephone interview at 42 weeks. | Primary efficacy will be assessed by analyzing the mean rate of decline in the ALS Functional Rating Scale-Revised (ALSFRS-R) score over nine months. The ALSFRS-R is a quickly administered (5 min) ordinal rating scale used to determine a subject's assessment of their capability and independence in 12 functional activities. There are 12 questions, graded by the subject 0-4 (4 is normal). Score of 0 (worst) to 48 (best). Reflects speech and swallowing, fine motor skills, large motor skills, and breathing. |
Secondary
| Measure | Time frame | Description |
|---|---|---|
| Tracheostomy-free Survival | 38 weeks of treatment followed by a telephone interview at 42 weeks. | Secondary efficacy will be assessed by analyzing rate of tracheostomy-free survival at nine months. |
| Dose Adjustments | 38 weeks of treatment followed by a telephone interview at 42 weeks. | These events were due to a double-blinded study design. |
| Lab Abnormal Reports by Treatment Assignment | 38 weeks of treatment followed by a telephone interview at 42 weeks. | The safety data is summarized according to treatment arm. Total number of Adverse Events (AEs), AEs that cause study drug withdrawal and abnormal laboratory tests are compared among treatment arms. A lab abnormality was a result that was out of range and considered clinically significant by the site investigator. |
| Hand Held Dynamometry (HHD) Lower Z-score | 38 weeks of treatment followed by a telephone interview at 42 weeks. | The HHD lower z-scores are means of z-scores for right and left knee extension, knee flexion, hip flexion, and ankle dorsiflexion with z-scores calculated relative to the baseline mean and standard deviation strength of each muscle group across all participants. |
| Vital Capacity/Pulmonary Function Testing | 38 weeks of treatment followed by a telephone interview at 42 weeks. | Secondary efficacy will be assessed by analyzing the change in the Slow Vital Capacity score over nine months. Vital Capacity is the maximum amount of air a person can expel from the lungs after a maximum inhalation. A subject's VC depends on their age, sex and height. The value is recorded as a percentage of predicted normal. |
| HHD Upper Z-score | 38 weeks of treatment followed by a telephone interview at 42 weeks. | The HHD upper z-scores are means of z-scores for right and left shoulder flexion, elbow extension, elbow flexion, write extension and first dorsal interosseous muscles with z-scores calculated relative to the baseline mean and standard deviation strength of each muscle group across all participants. |
| HHD Upper % Baseline | 38 weeks of treatment followed by a telephone interview at 42 weeks. | The HHD % baseline measures are mean percent change for shoulder flexion, elbow extension, elbow flexion, wrist extension, and first dorsal interosseous muscles from each participant's baseline. |
| Accurate Test of Limb Isometric Strength (ATLIS) Lower Percentage of Predicted Normal (PPN) | 38 weeks of treatment followed by a telephone interview at 42 weeks. | The ATLIS PPN measures are percentages of predicted normal strength based on age, gender, height, and weight using normative data. |
| ATLIS Upper Percentage of Predicted Normal (PPN) | 38 weeks of treatment followed by a telephone interview at 42 weeks. | The ATLIS PPN measures are percentages of predicted normal strength based on age, gender, height, and weight using normative data. |
| HHD Lower % Baseline | 38 weeks of treatment followed by a telephone interview at 42 weeks. | HHD % baseline measures are mean percent change for right and left knee extension, knee flexion, hip flexion, and ankle dorsiflexion from each participant's baseline. |
Countries
United States
Participant flow
Participants by arm
| Arm | Count |
|---|---|
| Creatine 30gm Creatine will be taken as a powder mixed into food or liquid twice a day. Volunteers in this arm will take a total of 30gm of creatine per day for 38 weeks. Volunteers will also take placebo capsules twice a day for 38 weeks. | 22 |
| Tamoxifen 40mg Tamoxifen will be taken as capsules twice a day. Volunteers in this arm will take a total of 40mg of tamoxifen per day for 38 weeks. Volunteers will also take placebo powder twice a day for 38 weeks. | 21 |
| Tamoxifen 80mg Tamoxifen will be taken as capsules twice a day. Volunteers in this arm will take a total of 80mg of tamoxifen per day for 38 weeks. Volunteers will also take placebo powder twice a day for 38 weeks. | 17 |
| Total | 60 |
Withdrawals & dropouts
| Period | Reason | FG000 | FG001 | FG002 |
|---|---|---|---|---|
| Overall Study | Death | 2 | 2 | 4 |
| Overall Study | Early Termination | 3 | 1 | 2 |
Baseline characteristics
| Characteristic | Creatine 30gm | Tamoxifen 40mg | Tamoxifen 80mg | Total |
|---|---|---|---|---|
| Age, Continuous | 55.5 years STANDARD_DEVIATION 11.4 | 60.3 years STANDARD_DEVIATION 10.6 | 56.3 years STANDARD_DEVIATION 11.3 | 57.4 years STANDARD_DEVIATION 11.1 |
| Baseline ALS Functional Rating Scale - Revised (ALSFRS-R) Total | 35.82 Score on a scale STANDARD_DEVIATION 7.2 | 36.19 Score on a scale STANDARD_DEVIATION 6.04 | 34.76 Score on a scale STANDARD_DEVIATION 6.56 | 35.65 Score on a scale STANDARD_DEVIATION 6.54 |
| Baseline VC% Predicted Max | 90.64 % of predicted max value STANDARD_DEVIATION 20.29 | 86.90 % of predicted max value STANDARD_DEVIATION 13.92 | 81.71 % of predicted max value STANDARD_DEVIATION 19.93 | 86.80 % of predicted max value STANDARD_DEVIATION 18.31 |
| Ethnicity (NIH/OMB) Hispanic or Latino | 0 Participants | 0 Participants | 0 Participants | 0 Participants |
| Ethnicity (NIH/OMB) Not Hispanic or Latino | 22 Participants | 21 Participants | 17 Participants | 60 Participants |
| Ethnicity (NIH/OMB) Unknown or Not Reported | 0 Participants | 0 Participants | 0 Participants | 0 Participants |
| Race (NIH/OMB) American Indian or Alaska Native | 0 Participants | 1 Participants | 0 Participants | 1 Participants |
| Race (NIH/OMB) Asian | 0 Participants | 0 Participants | 0 Participants | 0 Participants |
| Race (NIH/OMB) Black or African American | 0 Participants | 0 Participants | 0 Participants | 0 Participants |
| Race (NIH/OMB) More than one race | 0 Participants | 0 Participants | 0 Participants | 0 Participants |
| Race (NIH/OMB) Native Hawaiian or Other Pacific Islander | 0 Participants | 0 Participants | 0 Participants | 0 Participants |
| Race (NIH/OMB) Unknown or Not Reported | 0 Participants | 0 Participants | 0 Participants | 0 Participants |
| Race (NIH/OMB) White | 22 Participants | 20 Participants | 17 Participants | 59 Participants |
| Region of Enrollment United States | 22 participants | 21 participants | 17 participants | 60 participants |
| Sex: Female, Male Female | 6 Participants | 4 Participants | 9 Participants | 19 Participants |
| Sex: Female, Male Male | 16 Participants | 17 Participants | 8 Participants | 41 Participants |
| Years from Diagnosis to Screening | 1.3 years STANDARD_DEVIATION 0.8 | 0.9 years STANDARD_DEVIATION 0.8 | 1.0 years STANDARD_DEVIATION 0.8 | 1.1 years STANDARD_DEVIATION 0.8 |
| Years from Symptom Onset to Diagnosis | 1.6 years STANDARD_DEVIATION 1.5 | 0.9 years STANDARD_DEVIATION 0.8 | 1.0 years STANDARD_DEVIATION 0.8 | 1.2 years STANDARD_DEVIATION 1.1 |
| Years from Symptom Onset to Screening | 2.8 years STANDARD_DEVIATION 1.7 | 1.9 years STANDARD_DEVIATION 1.4 | 2.0 years STANDARD_DEVIATION 1 | 2.3 years STANDARD_DEVIATION 1.5 |
Adverse events
| Event type | EG000 affected / at risk | EG001 affected / at risk | EG002 affected / at risk |
|---|---|---|---|
| deaths Total, all-cause mortality | — / — | — / — | — / — |
| other Total, other adverse events | 21 / 22 | 17 / 21 | 15 / 17 |
| serious Total, serious adverse events | 6 / 22 | 3 / 21 | 5 / 17 |
Outcome results
Change in ALS Functional Rating Scale - Revised (ALSFRS-R)
Primary efficacy will be assessed by analyzing the mean rate of decline in the ALS Functional Rating Scale-Revised (ALSFRS-R) score over nine months. The ALSFRS-R is a quickly administered (5 min) ordinal rating scale used to determine a subject's assessment of their capability and independence in 12 functional activities. There are 12 questions, graded by the subject 0-4 (4 is normal). Score of 0 (worst) to 48 (best). Reflects speech and swallowing, fine motor skills, large motor skills, and breathing.
Time frame: 38 weeks of treatment followed by a telephone interview at 42 weeks.
| Arm | Measure | Value (MEAN) |
|---|---|---|
| Creatine 30gm | Change in ALS Functional Rating Scale - Revised (ALSFRS-R) | -0.905 scores on a scale |
| Tamoxifen 40mg | Change in ALS Functional Rating Scale - Revised (ALSFRS-R) | -0.983 scores on a scale |
| Tamoxifen 80mg | Change in ALS Functional Rating Scale - Revised (ALSFRS-R) | -0.743 scores on a scale |
Accurate Test of Limb Isometric Strength (ATLIS) Lower Percentage of Predicted Normal (PPN)
The ATLIS PPN measures are percentages of predicted normal strength based on age, gender, height, and weight using normative data.
Time frame: 38 weeks of treatment followed by a telephone interview at 42 weeks.
| Arm | Measure | Value (MEAN) |
|---|---|---|
| Creatine 30gm | Accurate Test of Limb Isometric Strength (ATLIS) Lower Percentage of Predicted Normal (PPN) | -2.098 percentages of predicted normal strength |
| Tamoxifen 40mg | Accurate Test of Limb Isometric Strength (ATLIS) Lower Percentage of Predicted Normal (PPN) | -2.375 percentages of predicted normal strength |
| Tamoxifen 80mg | Accurate Test of Limb Isometric Strength (ATLIS) Lower Percentage of Predicted Normal (PPN) | -0.491 percentages of predicted normal strength |
ATLIS Upper Percentage of Predicted Normal (PPN)
The ATLIS PPN measures are percentages of predicted normal strength based on age, gender, height, and weight using normative data.
Time frame: 38 weeks of treatment followed by a telephone interview at 42 weeks.
| Arm | Measure | Value (MEAN) |
|---|---|---|
| Creatine 30gm | ATLIS Upper Percentage of Predicted Normal (PPN) | -1.932 percentages of predicted normal strength |
| Tamoxifen 40mg | ATLIS Upper Percentage of Predicted Normal (PPN) | -1.845 percentages of predicted normal strength |
| Tamoxifen 80mg | ATLIS Upper Percentage of Predicted Normal (PPN) | 0.436 percentages of predicted normal strength |
Dose Adjustments
These events were due to a double-blinded study design.
Time frame: 38 weeks of treatment followed by a telephone interview at 42 weeks.
| Arm | Measure | Group | Value (NUMBER) |
|---|---|---|---|
| Creatine 30gm | Dose Adjustments | Number of Creatine Reductions due to AEs | 6 Number of Events due to Adverse Events |
| Creatine 30gm | Dose Adjustments | Tamoxifen Redutions due to AEs | 5 Number of Events due to Adverse Events |
| Creatine 30gm | Dose Adjustments | Suspensions due to AEs | 9 Number of Events due to Adverse Events |
| Creatine 30gm | Dose Adjustments | Discontinuations due to AEs | 10 Number of Events due to Adverse Events |
| Tamoxifen 40mg | Dose Adjustments | Discontinuations due to AEs | 5 Number of Events due to Adverse Events |
| Tamoxifen 40mg | Dose Adjustments | Number of Creatine Reductions due to AEs | 3 Number of Events due to Adverse Events |
| Tamoxifen 40mg | Dose Adjustments | Suspensions due to AEs | 1 Number of Events due to Adverse Events |
| Tamoxifen 40mg | Dose Adjustments | Tamoxifen Redutions due to AEs | 4 Number of Events due to Adverse Events |
| Tamoxifen 80mg | Dose Adjustments | Discontinuations due to AEs | 4 Number of Events due to Adverse Events |
| Tamoxifen 80mg | Dose Adjustments | Tamoxifen Redutions due to AEs | 0 Number of Events due to Adverse Events |
| Tamoxifen 80mg | Dose Adjustments | Suspensions due to AEs | 2 Number of Events due to Adverse Events |
| Tamoxifen 80mg | Dose Adjustments | Number of Creatine Reductions due to AEs | 0 Number of Events due to Adverse Events |
Hand Held Dynamometry (HHD) Lower Z-score
The HHD lower z-scores are means of z-scores for right and left knee extension, knee flexion, hip flexion, and ankle dorsiflexion with z-scores calculated relative to the baseline mean and standard deviation strength of each muscle group across all participants.
Time frame: 38 weeks of treatment followed by a telephone interview at 42 weeks.
| Arm | Measure | Value (MEAN) |
|---|---|---|
| Creatine 30gm | Hand Held Dynamometry (HHD) Lower Z-score | -0.094 Z-score |
| Tamoxifen 40mg | Hand Held Dynamometry (HHD) Lower Z-score | -0.067 Z-score |
| Tamoxifen 80mg | Hand Held Dynamometry (HHD) Lower Z-score | -0.016 Z-score |
HHD Lower % Baseline
HHD % baseline measures are mean percent change for right and left knee extension, knee flexion, hip flexion, and ankle dorsiflexion from each participant's baseline.
Time frame: 38 weeks of treatment followed by a telephone interview at 42 weeks.
| Arm | Measure | Value (MEAN) |
|---|---|---|
| Creatine 30gm | HHD Lower % Baseline | -9.258 percent change |
| Tamoxifen 40mg | HHD Lower % Baseline | -6.711 percent change |
| Tamoxifen 80mg | HHD Lower % Baseline | -2.897 percent change |
HHD Upper % Baseline
The HHD % baseline measures are mean percent change for shoulder flexion, elbow extension, elbow flexion, wrist extension, and first dorsal interosseous muscles from each participant's baseline.
Time frame: 38 weeks of treatment followed by a telephone interview at 42 weeks.
| Arm | Measure | Value (MEAN) |
|---|---|---|
| Creatine 30gm | HHD Upper % Baseline | -8.451 percent change |
| Tamoxifen 40mg | HHD Upper % Baseline | -7.720 percent change |
| Tamoxifen 80mg | HHD Upper % Baseline | -4.515 percent change |
HHD Upper Z-score
The HHD upper z-scores are means of z-scores for right and left shoulder flexion, elbow extension, elbow flexion, write extension and first dorsal interosseous muscles with z-scores calculated relative to the baseline mean and standard deviation strength of each muscle group across all participants.
Time frame: 38 weeks of treatment followed by a telephone interview at 42 weeks.
| Arm | Measure | Value (MEAN) |
|---|---|---|
| Creatine 30gm | HHD Upper Z-score | -0.103 Z-score |
| Tamoxifen 40mg | HHD Upper Z-score | -0.089 Z-score |
| Tamoxifen 80mg | HHD Upper Z-score | -0.039 Z-score |
Lab Abnormal Reports by Treatment Assignment
The safety data is summarized according to treatment arm. Total number of Adverse Events (AEs), AEs that cause study drug withdrawal and abnormal laboratory tests are compared among treatment arms. A lab abnormality was a result that was out of range and considered clinically significant by the site investigator.
Time frame: 38 weeks of treatment followed by a telephone interview at 42 weeks.
| Arm | Measure | Group | Value (NUMBER) |
|---|---|---|---|
| Creatine 30gm | Lab Abnormal Reports by Treatment Assignment | Red Blood Count (RBC) | 1 Events |
| Creatine 30gm | Lab Abnormal Reports by Treatment Assignment | Neutrophils | 0 Events |
| Creatine 30gm | Lab Abnormal Reports by Treatment Assignment | Glucose | 0 Events |
| Creatine 30gm | Lab Abnormal Reports by Treatment Assignment | GFR Non-African American | 2 Events |
| Creatine 30gm | Lab Abnormal Reports by Treatment Assignment | MCH | 1 Events |
| Creatine 30gm | Lab Abnormal Reports by Treatment Assignment | Hematocrit | 1 Events |
| Creatine 30gm | Lab Abnormal Reports by Treatment Assignment | Lymphocytes | 1 Events |
| Creatine 30gm | Lab Abnormal Reports by Treatment Assignment | Potassium | 0 Events |
| Creatine 30gm | Lab Abnormal Reports by Treatment Assignment | ALT (SGOT) | 0 Events |
| Creatine 30gm | Lab Abnormal Reports by Treatment Assignment | White Blood Count (WBC) | 1 Events |
| Creatine 30gm | Lab Abnormal Reports by Treatment Assignment | Absolute Neutrophils | 0 Events |
| Creatine 30gm | Lab Abnormal Reports by Treatment Assignment | Creatinine | 4 Events |
| Tamoxifen 40mg | Lab Abnormal Reports by Treatment Assignment | Hematocrit | 0 Events |
| Tamoxifen 40mg | Lab Abnormal Reports by Treatment Assignment | Red Blood Count (RBC) | 0 Events |
| Tamoxifen 40mg | Lab Abnormal Reports by Treatment Assignment | White Blood Count (WBC) | 0 Events |
| Tamoxifen 40mg | Lab Abnormal Reports by Treatment Assignment | Potassium | 0 Events |
| Tamoxifen 40mg | Lab Abnormal Reports by Treatment Assignment | ALT (SGOT) | 1 Events |
| Tamoxifen 40mg | Lab Abnormal Reports by Treatment Assignment | Creatinine | 0 Events |
| Tamoxifen 40mg | Lab Abnormal Reports by Treatment Assignment | Glucose | 0 Events |
| Tamoxifen 40mg | Lab Abnormal Reports by Treatment Assignment | Lymphocytes | 0 Events |
| Tamoxifen 40mg | Lab Abnormal Reports by Treatment Assignment | MCH | 0 Events |
| Tamoxifen 40mg | Lab Abnormal Reports by Treatment Assignment | Neutrophils | 0 Events |
| Tamoxifen 40mg | Lab Abnormal Reports by Treatment Assignment | Absolute Neutrophils | 0 Events |
| Tamoxifen 40mg | Lab Abnormal Reports by Treatment Assignment | GFR Non-African American | 0 Events |
| Tamoxifen 80mg | Lab Abnormal Reports by Treatment Assignment | White Blood Count (WBC) | 0 Events |
| Tamoxifen 80mg | Lab Abnormal Reports by Treatment Assignment | MCH | 0 Events |
| Tamoxifen 80mg | Lab Abnormal Reports by Treatment Assignment | Creatinine | 0 Events |
| Tamoxifen 80mg | Lab Abnormal Reports by Treatment Assignment | Red Blood Count (RBC) | 0 Events |
| Tamoxifen 80mg | Lab Abnormal Reports by Treatment Assignment | Neutrophils | 1 Events |
| Tamoxifen 80mg | Lab Abnormal Reports by Treatment Assignment | ALT (SGOT) | 0 Events |
| Tamoxifen 80mg | Lab Abnormal Reports by Treatment Assignment | GFR Non-African American | 0 Events |
| Tamoxifen 80mg | Lab Abnormal Reports by Treatment Assignment | Hematocrit | 0 Events |
| Tamoxifen 80mg | Lab Abnormal Reports by Treatment Assignment | Potassium | 1 Events |
| Tamoxifen 80mg | Lab Abnormal Reports by Treatment Assignment | Absolute Neutrophils | 1 Events |
| Tamoxifen 80mg | Lab Abnormal Reports by Treatment Assignment | Lymphocytes | 0 Events |
| Tamoxifen 80mg | Lab Abnormal Reports by Treatment Assignment | Glucose | 1 Events |
Tracheostomy-free Survival
Secondary efficacy will be assessed by analyzing rate of tracheostomy-free survival at nine months.
Time frame: 38 weeks of treatment followed by a telephone interview at 42 weeks.
| Arm | Measure | Value (NUMBER) |
|---|---|---|
| Creatine 30gm | Tracheostomy-free Survival | 0.455 proportion of participants |
| Tamoxifen 40mg | Tracheostomy-free Survival | 0.286 proportion of participants |
| Tamoxifen 80mg | Tracheostomy-free Survival | 0.412 proportion of participants |
Vital Capacity/Pulmonary Function Testing
Secondary efficacy will be assessed by analyzing the change in the Slow Vital Capacity score over nine months. Vital Capacity is the maximum amount of air a person can expel from the lungs after a maximum inhalation. A subject's VC depends on their age, sex and height. The value is recorded as a percentage of predicted normal.
Time frame: 38 weeks of treatment followed by a telephone interview at 42 weeks.
| Arm | Measure | Value (MEAN) |
|---|---|---|
| Creatine 30gm | Vital Capacity/Pulmonary Function Testing | -3.386 Percentage of predicted max value |
| Tamoxifen 40mg | Vital Capacity/Pulmonary Function Testing | -2.915 Percentage of predicted max value |
| Tamoxifen 80mg | Vital Capacity/Pulmonary Function Testing | -3.377 Percentage of predicted max value |