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

CPE-006 · synthetic case TESTO-FX-23

Primary pattern with Klinefelter features

Small testes and tall stature.

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

Purpose: Small testes and tall stature.

Inputs the engine received

Testosterone and hormones

Total testosterone, sample 1
150 ng/dL
Total testosterone, sample 2 (separate day)
140 ng/dL
SHBG
50 nmol/L
LH
28 IU/L
FSH
45 IU/L
Prolactin
8 ng/mL

Symptoms and findings

Age
28 years
Infertility
Yes
Small testes
Yes
Tall stature
Yes

What the engine reports

Detected clinical pattern

Criteria for Testosterone Deficiency Met

Symptoms with low total testosterone on two samples (150 and 140 ng/dL). Primary pattern. The cause still has to be found.

  • Axis: Primary (hypergonadotropic) pattern

Why this pattern was identified

  • Low testosterone on two samples. 150 and 140 ng/dL are both below 300 ng/dL (AUA). With compatible symptoms, the criteria for testosterone deficiency are met.
  • Primary pattern. LH 28 and FSH 45 IU/L are above the upper limit with low testosterone: the testes are the likely site.

Calculations

Calculated free testosterone (Vermeulen)
2.1 ng/dL

No threshold is applied: cutoffs are assay-specific.

Recommended next steps

For physician consideration. Urgent review always comes first.

  1. 1Consider a karyotype for Klinefelter syndrome.
Evidence and rule trace · 4 rules

HG-CALC-01Calculated free testosterone

Inputs: total testosterone 150 ng/dL · SHBG 50 nmol/L · albumin 4.3 g/dL

Calculated free testosterone 2.1 ng/dL.

HG-03Low testosterone confirmed on two samples

Inputs: 150 ng/dL · 140 ng/dL

Biochemically low testosterone on two samples.

HG-05Primary (hypergonadotropic) pattern

Inputs: LH 28 IU/L · FSH 45 IU/L · total testosterone 150 ng/dL

Pattern of primary testicular failure.

HG-09Possible chromosomal cause

Inputs: primary pattern · small testes, tall stature

Consider karyotype for Klinefelter syndrome.

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

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)150 ng/dL · below reference
ref 3001000
LH28 IU/L · above reference
ref 1.79
Prolactin8 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 (150 and 140 ng/dL). Primary pattern. The cause still has to be found.

  • Axis: Primary (hypergonadotropic) pattern

Why this pattern was identified

  • Low testosterone on two samples. 150 and 140 ng/dL are both below 300 ng/dL (AUA). With compatible symptoms, the criteria for testosterone deficiency are met.
  • Primary pattern. LH 28 and FSH 45 IU/L are above the upper limit with low testosterone: the testes are the likely site.

Calculations

Calculated free testosterone (Vermeulen)
2.1 ng/dL

No threshold is applied: cutoffs are assay-specific.

Recommended next steps

For physician consideration. Urgent review always comes first.

  1. 1Consider a karyotype for Klinefelter syndrome.
Evidence and rule trace · 4 rules

HG-CALC-01Calculated free testosterone

Inputs: total testosterone 150 ng/dL · SHBG 50 nmol/L · albumin 4.3 g/dL

Calculated free testosterone 2.1 ng/dL.

HG-03Low testosterone confirmed on two samples

Inputs: 150 ng/dL · 140 ng/dL

Biochemically low testosterone on two samples.

HG-05Primary (hypergonadotropic) pattern

Inputs: LH 28 IU/L · FSH 45 IU/L · total testosterone 150 ng/dL

Pattern of primary testicular failure.

HG-09Possible chromosomal cause

Inputs: primary pattern · small testes, tall stature

Consider karyotype for Klinefelter syndrome.

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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