Synthetic data only. Never enter patient information; nothing is sent or stored. For clinicians. Not FDA cleared.

CPE-006 · synthetic case TESTO-FX-17

Low testosterone with osteoporosis

A fragility fracture and two low values.

Synthetic · no real patientAuthored by Biod · reviewed by Dr. AmaralTestosterone engine v1.0.0

Purpose: A fragility fracture and two low values.

Inputs the engine received

Testosterone and hormones

Total testosterone, sample 1
170 ng/dL
Total testosterone, sample 2 (separate day)
185 ng/dL
SHBG
33 nmol/L
LH
3.1 IU/L
Prolactin
14 ng/mL

Symptoms and findings

Age
66 years
Osteoporosis or fragility fracture
Yes

What the engine reports

Detected clinical pattern

Criteria for Testosterone Deficiency Met

Symptoms with low total testosterone on two samples (170 and 185 ng/dL). Secondary pattern. The cause still has to be found.

  • Axis: Secondary (hypogonadotropic) pattern

Why this pattern was identified

  • Low testosterone on two samples. 170 and 185 ng/dL are both below 300 ng/dL (AUA). With compatible symptoms, the criteria for testosterone deficiency are met.
  • Secondary pattern. LH 3.1 IU/L is not elevated despite low testosterone: the problem is above the testes (hypothalamus or pituitary) or functional.

Calculations

Calculated free testosterone (Vermeulen)
3.2 ng/dL

No threshold is applied: cutoffs are assay-specific.

Recommended next steps

For physician consideration. Urgent review always comes first.

  1. 1Consider bone density assessment.

Differentials, pitfalls and contradicting signals

  • Functional suppression (obesity, opioids, illness) and pituitary disease look alike on these values.
Evidence and rule trace · 4 rules

HG-CALC-01Calculated free testosterone

Inputs: total testosterone 170 ng/dL · SHBG 33 nmol/L · albumin 4.3 g/dL

Calculated free testosterone 3.2 ng/dL.

HG-03Low testosterone confirmed on two samples

Inputs: 170 ng/dL · 185 ng/dL

Biochemically low testosterone on two samples.

HG-06Secondary (hypogonadotropic) pattern

Inputs: LH 3.1 IU/L (upper limit 9) · total testosterone 170 ng/dL

Pattern of secondary (hypogonadotropic) hypogonadism.

HG-13Bone health

Inputs: low testosterone · osteoporosis or fragility fracture

Bone density assessment should be considered.

Evidence

  • EV-ES-TRT-2018 · Bhasin S, Brito JP, Cunningham GR, et al. Testosterone Therapy in Men With Hypogonadism: An Endocrine Society Clinical Practice Guideline. J Clin Endocrinol Metab. 2018;103(5):1715-1744.
  • EV-AUA-2018 · Mulhall JP, Trost LW, Brannigan RE, et al. Evaluation and Management of Testosterone Deficiency: AUA Guideline. J Urol. 2018;200(2):423-432.
  • EV-TRAVISON-2017 · Travison TG, Vesper HW, Orwoll E, et al. Harmonized reference ranges for circulating testosterone levels in men of four cohort studies in the United States and Europe. J Clin Endocrinol Metab. 2017;102(4):1161-1173.
  • EV-VERMEULEN-1999 · Vermeulen A, Verdonck L, Kaufman JM. A critical evaluation of simple methods for the estimation of free testosterone in serum. J Clin Endocrinol Metab. 1999;84(10):3666-3672.

Physician adjudication required. Clinical decision support for physician review. This output identifies laboratory patterns and cautions. It does not diagnose, find the cause, or recommend starting, stopping or dosing testosterone therapy. Physician adjudication is required.

Change the values

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Against typical adult male reference intervals

Total testosterone (sample 1)170 ng/dL · below reference
ref 3001000
LH3.1 IU/L · within reference
ref 1.79
Prolactin14 ng/mL · within reference
ref 420
Testosterone and hormones
  • <264
  • 264–299
  • 300–350 borderline
  • >350

4.3 g/dL is assumed when left empty.

Symptoms and findings
Possible reversible contributors
Testosterone therapy context

Live result · computed in your browser

Detected clinical pattern

Criteria for Testosterone Deficiency Met

Symptoms with low total testosterone on two samples (170 and 185 ng/dL). Secondary pattern. The cause still has to be found.

  • Axis: Secondary (hypogonadotropic) pattern

Why this pattern was identified

  • Low testosterone on two samples. 170 and 185 ng/dL are both below 300 ng/dL (AUA). With compatible symptoms, the criteria for testosterone deficiency are met.
  • Secondary pattern. LH 3.1 IU/L is not elevated despite low testosterone: the problem is above the testes (hypothalamus or pituitary) or functional.

Calculations

Calculated free testosterone (Vermeulen)
3.2 ng/dL

No threshold is applied: cutoffs are assay-specific.

Recommended next steps

For physician consideration. Urgent review always comes first.

  1. 1Consider bone density assessment.

Differentials, pitfalls and contradicting signals

  • Functional suppression (obesity, opioids, illness) and pituitary disease look alike on these values.
Evidence and rule trace · 4 rules

HG-CALC-01Calculated free testosterone

Inputs: total testosterone 170 ng/dL · SHBG 33 nmol/L · albumin 4.3 g/dL

Calculated free testosterone 3.2 ng/dL.

HG-03Low testosterone confirmed on two samples

Inputs: 170 ng/dL · 185 ng/dL

Biochemically low testosterone on two samples.

HG-06Secondary (hypogonadotropic) pattern

Inputs: LH 3.1 IU/L (upper limit 9) · total testosterone 170 ng/dL

Pattern of secondary (hypogonadotropic) hypogonadism.

HG-13Bone health

Inputs: low testosterone · osteoporosis or fragility fracture

Bone density assessment should be considered.

Evidence

  • EV-ES-TRT-2018 · Bhasin S, Brito JP, Cunningham GR, et al. Testosterone Therapy in Men With Hypogonadism: An Endocrine Society Clinical Practice Guideline. J Clin Endocrinol Metab. 2018;103(5):1715-1744.
  • EV-AUA-2018 · Mulhall JP, Trost LW, Brannigan RE, et al. Evaluation and Management of Testosterone Deficiency: AUA Guideline. J Urol. 2018;200(2):423-432.
  • EV-TRAVISON-2017 · Travison TG, Vesper HW, Orwoll E, et al. Harmonized reference ranges for circulating testosterone levels in men of four cohort studies in the United States and Europe. J Clin Endocrinol Metab. 2017;102(4):1161-1173.
  • EV-VERMEULEN-1999 · Vermeulen A, Verdonck L, Kaufman JM. A critical evaluation of simple methods for the estimation of free testosterone in serum. J Clin Endocrinol Metab. 1999;84(10):3666-3672.

Physician adjudication required. Clinical decision support for physician review. This output identifies laboratory patterns and cautions. It does not diagnose, find the cause, or recommend starting, stopping or dosing testosterone therapy. Physician adjudication is required.

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