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

CPE-006 · synthetic case TESTO-FX-13

Therapy under consideration: hematocrit 52% and PSA 5.2

Cautions to review before any decision.

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

Purpose: Cautions to review before any decision.

Inputs the engine received

Testosterone and hormones

Total testosterone, sample 1
230 ng/dL
Total testosterone, sample 2 (separate day)
220 ng/dL
SHBG
28 nmol/L
LH
2 IU/L
Prolactin
12 ng/mL

Symptoms and findings

Age
61 years
Low libido
Yes

Testosterone therapy context

Testosterone therapy under consideration
Yes
Hematocrit
52 %
PSA
5.2 ng/mL

What the engine reports

Priority

Cautions to testosterone therapy

HG-11

PSA 5.2 ng/mL; hematocrit 52%. Each needs to be resolved or evaluated before any decision on therapy. The engine does not recommend starting it.

Detected clinical pattern

Criteria for Testosterone Deficiency Met

Symptoms with low total testosterone on two samples (230 and 220 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. 230 and 220 ng/dL are both below 300 ng/dL (AUA). With compatible symptoms, the criteria for testosterone deficiency are met.
  • Secondary pattern. LH 2 IU/L is not elevated despite low testosterone: the problem is above the testes (hypothalamus or pituitary) or functional.

Calculations

Calculated free testosterone (Vermeulen)
4.9 ng/dL

No threshold is applied: cutoffs are assay-specific.

Recommended next steps

For physician consideration. Urgent review always comes first.

  1. 1Resolve or evaluate each caution before any decision on testosterone therapy.
  2. 2Urologic evaluation of an elevated PSA; it also bears on any androgen therapy.

Differentials, pitfalls and contradicting signals

  • Functional suppression (obesity, opioids, illness) and pituitary disease look alike on these values.
Evidence and rule trace · 5 rules

HG-CALC-01Calculated free testosterone

Inputs: total testosterone 230 ng/dL · SHBG 28 nmol/L · albumin 4.3 g/dL

Calculated free testosterone 4.9 ng/dL.

HG-03Low testosterone confirmed on two samples

Inputs: 230 ng/dL · 220 ng/dL

Biochemically low testosterone on two samples.

HG-06Secondary (hypogonadotropic) pattern

Inputs: LH 2 IU/L (upper limit 9) · total testosterone 230 ng/dL

Pattern of secondary (hypogonadotropic) hypogonadism.

HG-11Testosterone-therapy cautions to review

Inputs: testosterone therapy under consideration · PSA 5.2 ng/mL · hematocrit 52%

Endocrine Society cautions to testosterone therapy are present.

HG-14PSA elevation

Inputs: PSA 5.2 ng/mL

Elevated PSA needs urologic evaluation.

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.
  • EV-TRAVERSE-2023 · Lincoff AM, Bhasin S, Flevaris P, et al. Cardiovascular Safety of Testosterone-Replacement Therapy. N Engl J Med. 2023;389(2):107-117.

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

The same engine, starting from this case. Change any value and watch the pattern and the rule trace react.

Against typical adult male reference intervals

Total testosterone (sample 1)230 ng/dL · below reference
ref 3001000
LH2 IU/L · within reference
ref 1.79
Prolactin12 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

Priority

Cautions to testosterone therapy

HG-11

PSA 5.2 ng/mL; hematocrit 52%. Each needs to be resolved or evaluated before any decision on therapy. The engine does not recommend starting it.

Detected clinical pattern

Criteria for Testosterone Deficiency Met

Symptoms with low total testosterone on two samples (230 and 220 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. 230 and 220 ng/dL are both below 300 ng/dL (AUA). With compatible symptoms, the criteria for testosterone deficiency are met.
  • Secondary pattern. LH 2 IU/L is not elevated despite low testosterone: the problem is above the testes (hypothalamus or pituitary) or functional.

Calculations

Calculated free testosterone (Vermeulen)
4.9 ng/dL

No threshold is applied: cutoffs are assay-specific.

Recommended next steps

For physician consideration. Urgent review always comes first.

  1. 1Resolve or evaluate each caution before any decision on testosterone therapy.
  2. 2Urologic evaluation of an elevated PSA; it also bears on any androgen therapy.

Differentials, pitfalls and contradicting signals

  • Functional suppression (obesity, opioids, illness) and pituitary disease look alike on these values.
Evidence and rule trace · 5 rules

HG-CALC-01Calculated free testosterone

Inputs: total testosterone 230 ng/dL · SHBG 28 nmol/L · albumin 4.3 g/dL

Calculated free testosterone 4.9 ng/dL.

HG-03Low testosterone confirmed on two samples

Inputs: 230 ng/dL · 220 ng/dL

Biochemically low testosterone on two samples.

HG-06Secondary (hypogonadotropic) pattern

Inputs: LH 2 IU/L (upper limit 9) · total testosterone 230 ng/dL

Pattern of secondary (hypogonadotropic) hypogonadism.

HG-11Testosterone-therapy cautions to review

Inputs: testosterone therapy under consideration · PSA 5.2 ng/mL · hematocrit 52%

Endocrine Society cautions to testosterone therapy are present.

HG-14PSA elevation

Inputs: PSA 5.2 ng/mL

Elevated PSA needs urologic evaluation.

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.
  • EV-TRAVERSE-2023 · Lincoff AM, Bhasin S, Flevaris P, et al. Cardiovascular Safety of Testosterone-Replacement Therapy. N Engl J Med. 2023;389(2):107-117.

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.

More testosterone cases

All testosterone cases

The Clinical Intelligence Layer — transforming fragmented clinical information into structured intelligence for clinician review and action.

Contact Biod