# Alpaca and Llama Reproduction: Breeding Soundness, Estrus Detection, and Parturition Management


## Key Takeaways

- Breeding soundness examinations (BSE) for male camelids involve physical assessment of reproductive organs and semen evaluation for motility, morphology, and concentration, with re-evaluation recommended for persistent abnormalities.
- Female BSE includes reproductive tract palpation or ultrasound to assess uterine tone, ovarian activity, and cervical patency, with hormonal testing (e.g., progesterone) used to evaluate cycling status.
- Estrus detection in alpacas and llamas, induced ovulators, is most reliably achieved using a teaser male, observing for receptive behaviors such as standing still and tail flagging.
- Gestation monitoring utilizes transrectal ultrasound for early pregnancy diagnosis (detecting fetal heartbeat at 25-30 days) and subsequent monitoring of fetal growth and position.
- Parturition management requires observation for stage I labor signs (restlessness, cervical dilation) and intervention if stage II labor (cria expulsion) exceeds 2 hours without progress or if abnormal fetal presentation is suspected.
- Postpartum care includes ensuring cria nursing within 2-4 hours and monitoring the dam for retained placenta, which requires veterinary intervention if not expelled within 12 hours to prevent metritis and sepsis.

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This article provides practical guidance for alpaca and llama breeders on reproductive management, covering breeding soundness examinations for males and females, estrus detection methods, mating management, gestation monitoring, and parturition assistance. The information is intended to support informed management decisions and improve breeding program outcomes.

## At a Glance: Key Reproductive Management Decisions

| Management Area | Key Action | Observation or Record | Professional Escalation Criterion |
|-----------------|------------|----------------------|-----------------------------------|
| Breeding Soundness Exam (Male) | Pre-breeding physical exam, semen collection, and evaluation | Sperm motility, morphology, and concentration, testicular palpation findings | Repeated poor semen quality, testicular abnormalities, or inability to collect semen |
| Breeding Soundness Exam (Female) | Pre-breeding physical exam, reproductive tract palpation or ultrasound | Uterine tone, ovarian follicle presence, cervical patency | Abnormal discharge, uterine fluid, or failure to cycle after 60 days postpartum |
| Estrus Detection | Daily observation for receptive behavior, use of teaser male | Standing behavior, tail flagging, vulvar swelling, male interest | No estrus signs observed within 30 days of expected breeding window |
| Mating Management | Controlled hand mating or pasture breeding with record keeping | Date, duration, male and female IDs, number of mounts | Female shows aggression, male fails to achieve intromission, or repeated unsuccessful matings |
| Gestation Monitoring | Ultrasound at 30 to 60 days, then monthly palpation or ultrasound | Fetal heartbeat, size, position, maternal body condition | No fetal heartbeat at 60 days, abnormal fetal position after 330 days, or maternal illness |
| Parturition Management | Observation for stage I labor signs, minimal intervention | Time of first stage labor, time of delivery, cria vigor | No progress after 2 hours of active labor, abnormal presentation, or retained placenta greater than 12 hours |

## Breeding Soundness Examination in Males

A breeding soundness examination (BSE) is a systematic evaluation of a male alpaca or llama's ability to successfully mate and impregnate females. The examination should be performed by a veterinarian experienced with camelids at least 30 to 60 days before the intended breeding season. This timing allows for any necessary interventions or culling decisions. The [USDA Agricultural Research Service](https://www.ars.usda.gov/animal-production-and-protection) provides resources on animal production and protection that support the importance of pre-breeding health evaluations.

### Physical Examination

The BSE begins with a complete physical examination. The veterinarian assesses body condition score, dental health, and overall conformation. Special attention is given to the reproductive organs. The scrotum and testes are palpated for size, symmetry, and consistency. Normal testes in adult males are firm and freely movable within the scrotum. The penis is examined for abnormalities such as adhesions, warts, or injuries. The prepuce is checked for discharge or swelling. The [Merck Veterinary Manual](https://www.merckvetmanual.com/management-and-nutrition) provides general guidance on management and nutrition that applies to pre-breeding health assessments.

### Semen Collection and Evaluation

Semen collection in camelids requires specialized techniques. The most common method uses an artificial vagina (AV) with a teaser female. The male is allowed to mount the female, and the penis is diverted into the AV. Semen volume, color, and consistency are recorded. A microscope is used to evaluate sperm motility (percentage of progressively motile sperm) and morphology (percentage of normal sperm forms). Sperm concentration is estimated using a hemocytometer or spectrophotometer.

The veterinarian interprets the results against established reference ranges for alpacas and llamas. A male with consistently poor semen quality, testicular abnormalities, or inability to collect semen should be re-evaluated after 60 days. If the problem persists, the male should be removed from the breeding program and a veterinary investigation for underlying causes such as infection, injury, or hormonal imbalance should be pursued.

### Records and Measurements

Maintain a breeding soundness record for each male. Include the date of examination, veterinarian name, physical examination findings, semen evaluation results (volume, motility, morphology, concentration), and the final classification (satisfactory, questionable, or unsatisfactory). Repeat the BSE annually or if the male experiences illness, injury, or a period of sexual rest longer than six months. The [USDA National Agricultural Library](https://www.nal.usda.gov/animal-health-and-welfare) offers resources on animal health and welfare that support record-keeping practices.

## Breeding Soundness Examination in Females

A breeding soundness examination in female alpacas and llamas assesses their ability to conceive, carry a pregnancy to term, and deliver a healthy cria. The examination is ideally performed before the breeding season or when a female fails to conceive after multiple matings.

### Physical Examination and Reproductive Tract Assessment

The veterinarian performs a physical examination similar to that for males, with emphasis on body condition, udder health, and perineal conformation. The reproductive tract is evaluated via transrectal palpation or ultrasound. The ovaries are assessed for the presence of follicles or corpora lutea. The uterus is examined for tone, size, and any fluid accumulation. The cervix is evaluated for patency and any abnormalities. The [Food and Agriculture Organization](https://www.fao.org/animal-production/en) provides information on animal production that supports the importance of reproductive health assessments.

### Hormonal and Diagnostic Testing

If the female has not shown estrus behavior or has a history of reproductive failure, the veterinarian may recommend hormonal testing. Progesterone levels can indicate whether the female is cycling. Elevated progesterone suggests the presence of a corpus luteum and a non-receptive state. Low progesterone suggests follicular activity and potential receptivity. Other diagnostic tests may include uterine culture or biopsy if infection or inflammation is suspected.

### Records and Measurements

Record the date of examination, veterinarian name, physical findings, ultrasound or palpation results, and any diagnostic test results. Note the female's reproductive history, including number of previous pregnancies, parturition dates, and any complications. Use this information to make breeding decisions. A female with a history of dystocia, retained placenta, or poor maternal behavior may require additional management or culling.

## Estrus Detection and Mating Management

Alpacas and llamas are induced ovulators. Females do not have a regular estrous cycle like horses or cattle. Instead, they are receptive to mating when they have a [dominant](/blog/careers/dominant-definition-biology) follicle on the ovary. Ovulation occurs approximately 24 to 36 hours after mating, triggered by the physical stimulation of the penis and the presence of ovulation-inducing factor in the semen.

### Estrus Detection Methods

Accurate estrus detection is essential for successful breeding. The most reliable method is the use of a teaser male. A vasectomized or intact male is introduced to the female's pen. A receptive female will stand still, allow the male to approach, and may assume a sternal recumbency position (lying down) for mating. She may also exhibit tail flagging (lifting the tail) and vulvar swelling. A non-receptive female will spit, kick, or run away from the male.

Daily observation for behavioral signs is also useful. Receptive females often vocalize, roll on their backs, and show increased interest in other females. Vulvar swelling and a slightly open vulva are physical signs. However, these signs are not as reliable as direct exposure to a teaser male.

### Mating Management

Hand mating is the most common method in managed breeding programs. The female is brought to a clean, quiet, and non-slip breeding area. The male is introduced, and the mating is observed. A successful mating typically lasts 10 to 30 minutes. The male mounts the female from behind and achieves intromission. The female may lie down during mating. After mating, the female is separated from the male and returned to her pen.

Record the date, time, male and female IDs, duration of mating, and any observations (e.g., female aggression, male difficulty). If the female does not show receptivity, she should be re-checked in 7 to 10 days. If she remains non-receptive for more than 30 days, a veterinary examination is warranted.

### Common Failure Patterns

Common causes of mating failure include female aggression due to pain or fear, male inexperience or injury, and poor timing of estrus detection. If a female consistently refuses a male, she may have a reproductive tract infection, ovarian cyst, or other pathology. If a male fails to achieve intromission, he may have a penile injury or lack libido. In both cases, professional veterinary evaluation is needed.

## Gestation Monitoring

Gestation in alpacas and llamas averages 335 to 360 days. Accurate monitoring is critical for detecting problems early and preparing for parturition.

### Ultrasound and Palpation

Transrectal ultrasound is the most accurate method for early pregnancy diagnosis. It can detect a fetal heartbeat as early as 25 to 30 days after mating. A positive diagnosis at this stage allows for early management decisions. If no heartbeat is detected at 60 days, the female is likely not pregnant or has experienced early embryonic loss.

After 60 days, transabdominal ultrasound or transrectal palpation can be used to monitor fetal growth and position. The fetus becomes palpable through the abdominal wall after approximately 90 days. Regular monitoring every 30 to 60 days helps identify problems such as fetal death, abnormal position, or maternal illness.

### Body Condition and Nutrition

Maintain the female in good body condition throughout gestation. Overweight or underweight females have higher risks of dystocia and metabolic problems. Adjust feed intake based on body condition score, with increased energy and protein during the last trimester. Provide free-choice mineral supplements formulated for camelids. The [FAO Animal Production and Health](https://www.fao.org/animal-production/en) division provides resources on nutrition and management during gestation.

### Records and Measurements

Record the date of each pregnancy check, the method used (ultrasound or palpation), fetal heartbeat presence, fetal size and position, and maternal body condition score. Note any abnormalities such as uterine fluid, fetal death, or maternal illness. Use this information to predict the due date and prepare for parturition.

## Parturition Management

Parturition in alpacas and llamas is typically a rapid and uncomplicated process. However, breeders must be prepared to recognize normal labor and intervene when necessary.

### Stages of Labor

Stage I labor involves uterine contractions and cervical dilation. The female may show restlessness, vocalization, and frequent lying down and getting up. This stage lasts 2 to 6 hours. Stage II labor is the active expulsion of the cria. The female lies down, and the cria is delivered within 30 to 60 minutes. Stage III labor is the expulsion of the placenta, which usually occurs within 2 to 4 hours after delivery.

### Normal Parturition

In a normal delivery, the cria is presented in anterior presentation (head and front feet first) or posterior presentation (hind feet first). Both are considered normal in camelids. The breeder should observe from a distance and avoid unnecessary intervention. Most females deliver without assistance.

### When to Intervene

Intervention is required if stage II labor lasts longer than 2 hours without progress, if the cria is in an abnormal presentation (e.g., head back, breech), or if the female shows signs of distress (e.g., excessive straining, bleeding, or exhaustion). If intervention is needed, the breeder should call a veterinarian immediately. Only experienced personnel should attempt manual correction of dystocia.

### Postpartum Care

After delivery, ensure the cria is breathing and nursing. The cria should stand and nurse within 2 to 4 hours. If the cria is weak or fails to nurse, provide colostrum via bottle or tube feeding. Monitor the female for retained placenta. If the placenta is not expelled within 12 hours, veterinary assistance is required. Retained placenta can lead to metritis and sepsis. The [U.S. Food and Drug Administration](https://www.fda.gov/animal-veterinary) provides resources on animal veterinary care that support postpartum management decisions.

### Records and Measurements

Record the date and time of parturition, duration of each stage, cria presentation, any interventions performed, and the condition of the dam and cria. Note the time of placental expulsion and any abnormalities. Weigh the cria within 24 hours and monitor weight gain daily for the first week.

## Common Failure Patterns and Troubleshooting

### Failure to Conceive

If a female fails to conceive after multiple matings, consider the following causes: poor estrus detection, male infertility, female reproductive tract pathology, or management stress. Review breeding records and consult a veterinarian for a thorough examination.

### Early Embryonic Loss

Early embryonic loss is a common cause of pregnancy failure. It may be due to chromosomal abnormalities, maternal stress, infection, or nutritional deficiencies. If a female is diagnosed pregnant at 30 days but not pregnant at 60 days, investigate potential causes and adjust management.

### Dystocia

Dystocia is more common in primiparous females (first-time mothers) and in females carrying large cria. Risk factors include maternal obesity, poor pelvic conformation, and abnormal fetal presentation. If dystocia occurs, call a veterinarian immediately. Do not attempt forceful traction without professional guidance.

### Retained Placenta

Retained placenta is a medical emergency. If the placenta is not expelled within 12 hours, the female is at risk for metritis, toxemia, and death. Veterinary treatment may include oxytocin administration, uterine lavage, and systemic antibiotics. Do not attempt manual removal of the placenta without veterinary supervision.

## Welfare and Safety Considerations

### Animal Welfare

Reproductive management should prioritize the welfare of both the dam and the cria. Avoid overbreeding females. Allow at least one year between parturitions to allow for full recovery. Provide adequate nutrition, clean water, and shelter. Minimize stress during handling and breeding. The [USDA National Agricultural Library](https://www.nal.usda.gov/animal-health-and-welfare) provides resources on animal health and welfare that support these practices.

### Worker Safety

Alpacas and llamas can kick, spit, and bite. Use proper handling techniques and equipment. Work in pairs when handling large males or females with cria. Keep breeding areas clean and free of hazards. Wear appropriate footwear and gloves.

### Biosecurity

Implement biosecurity protocols to prevent the introduction and spread of infectious diseases. Quarantine new animals for at least 30 days. Use separate equipment for each animal or disinfect between uses. Vaccinate against common diseases as recommended by a veterinarian. The [FAO Domestic Animal Diversity Information System](https://www.fao.org/dad-is) provides resources on animal health management that support biosecurity practices.

### [Food Safety](/knowledge/bacteria/livestock-bacteria/cooking-chicken-bacteria-prevention)

If animals are used for meat production, observe withdrawal periods for any medications administered. Record all treatments and follow label instructions. Do not use drugs in an extra-label manner without veterinary guidance. The [U.S. Food and Drug Administration](https://www.fda.gov/animal-veterinary) provides resources on animal veterinary care that support food safety practices.

## Professional Escalation Criteria

Seek veterinary assistance in the following situations:

- Male fails to achieve intromission or shows poor libido for more than 30 days
- Female fails to show estrus signs for more than 60 days postpartum
- No fetal heartbeat detected at 60 days post-mating
- Stage II labor lasts longer than 2 hours without progress
- Abnormal fetal presentation suspected
- Retained placenta for more than 12 hours
- Female shows signs of illness (fever, anorexia, vaginal discharge)
- Cria fails to stand or nurse within 4 hours of birth
- Cria shows signs of illness (weakness, diarrhea, respiratory distress)

## Decision Framework for Selecting Mating Method: Hand Mating versus Pasture Breeding

Selecting the appropriate mating method for alpacas and llamas requires a systematic evaluation of herd size, facility resources, labor availability, and individual animal characteristics. Each method has distinct advantages and limitations that directly affect breeding success rates, record accuracy, and animal welfare. This framework provides a structured approach to choosing between hand mating and pasture breeding based on measurable criteria.

### Method Comparison and Selection Criteria

Hand mating involves controlled introduction of a male to a receptive female in a designated breeding area. This method allows for precise timing of mating, accurate record keeping, and direct observation of mating behavior. Pasture breeding involves running one or more males with a group of females continuously or during the breeding season. This method requires less labor but provides less control over individual matings.

The [Merck Veterinary Manual](https://www.merckvetmanual.com/management-and-nutrition) provides general guidance on management practices that apply to both mating systems. The decision between methods should be based on the following criteria:

**Herd size and composition.** For herds with fewer than 20 breeding females, hand mating is typically more practical and allows for detailed individual records. For larger herds exceeding 50 females, pasture breeding may be more efficient if adequate pasture and shelter are available.

**Labor availability.** Hand mating requires daily observation and dedicated personnel for each breeding session. A single breeding session requires approximately 30 to 60 minutes of staff time including preparation, observation, and record keeping. Pasture breeding requires less daily labor but demands regular monitoring for injuries, overbreeding, and health issues.

**Record keeping requirements.** Hand mating enables precise recording of mating dates, durations, and outcomes. This information is essential for predicting due dates and monitoring fertility. Pasture breeding makes it difficult to determine exact mating dates unless females are checked for pregnancy at regular intervals.

**Male temperament and fertility.** Males with known fertility problems or aggressive behavior should only be used in hand mating situations where direct observation is possible. Males with proven fertility and calm temperament may be suitable for pasture breeding.

**Female health status.** Females with a history of reproductive problems, dystocia, or poor maternal behavior should be hand mated to allow for close monitoring. Healthy females with good reproductive histories may be suitable for pasture breeding.

### Implementation Decision Steps

Step 1: Assess your herd size and facility capacity. Count the number of breeding females and available breeding males. Evaluate the size and condition of breeding pens or pastures. The [FAO Animal Production and Health](https://www.fao.org/animal-production/en) division provides resources on facility design and management that support this assessment.

Step 2: Evaluate labor resources. Determine how many staff hours are available daily for breeding management. Calculate the time required for hand mating based on the number of females expected to be in estrus each week. If labor is insufficient for daily observation and hand mating, pasture breeding may be necessary.

Step 3: Review individual animal records. Examine the reproductive history of each female and male. Identify animals with known problems that require close monitoring. Separate these animals for hand mating regardless of herd size.

Step 4: Select the primary mating method based on the assessment. Document the decision and the rationale. Establish a trial period of 60 to 90 days to evaluate the method's effectiveness.

Step 5: Monitor outcomes and adjust as needed. Track pregnancy rates, mating success rates, and animal health indicators. If pregnancy rates fall below 70 percent after two breeding cycles, reconsider the mating method.

### Records and Measurements

Maintain a mating method decision record for each breeding season. Include the following information:

- Date of decision and rationale
- Herd size and composition at the start of breeding
- Number of breeding females and males
- Selected mating method (hand mating, pasture breeding, or combination)
- Daily labor hours allocated to breeding management
- Number of observed matings per week (hand mating) or estimated matings (pasture breeding)
- Pregnancy diagnosis results at 30 to 60 days post-breeding
- Pregnancy rate (percentage of females confirmed pregnant)
- Number of injuries or health problems related to mating
- Number of females requiring veterinary intervention for reproductive problems

Compare pregnancy rates between methods if both are used in the same herd. A difference of more than 15 percentage points between methods warrants investigation and potential method change.

### Common Failure Patterns

**Overbreeding in pasture systems.** Males may mate with the same female multiple times in a short period, leading to injury, stress, or vaginal trauma. Signs include vulvar swelling, discharge, or female avoidance behavior. If observed, remove the male and provide the female with rest for 7 to 14 days. Consider switching to hand mating for that female.

**Underbreeding in pasture systems.** Males may fail to mate with all females in the group, particularly if some females are less receptive or if the male has a preference. Signs include multiple females returning to estrus after the breeding period. If pregnancy rates are low, conduct a breeding soundness examination on the male and consider hand mating.

**Hand mating failure due to facility issues.** Inadequate breeding pens with slippery floors, poor lighting, or excessive noise can prevent successful mating. Ensure breeding areas are clean, quiet, and non-slip. The [USDA Agricultural Research Service](https://www.ars.usda.gov/animal-production-and-protection) provides resources on animal production facilities that support safe handling.

**Hand mating failure due to handler inexperience.** Inexperienced handlers may misinterpret female receptivity or fail to recognize male readiness. Provide training for all personnel involved in breeding management. Observe experienced handlers for at least 10 successful matings before allowing new handlers to work independently.

### Welfare and Safety Context

Both mating methods have welfare implications that must be managed. Hand mating allows for immediate intervention if aggression or injury occurs. However, repeated handling can cause stress in some animals. Pasture breeding reduces handling stress but increases the risk of undetected injuries or overbreeding.

The [USDA National Agricultural Library](https://www.nal.usda.gov/animal-health-and-welfare) provides resources on animal health and welfare that support humane breeding practices. Monitor all breeding animals daily for signs of injury, illness, or stress regardless of the mating method used.

### Professional Escalation Criteria

Seek veterinary assistance in the following situations related to mating method selection:

- Pregnancy rates remain below 60 percent after two breeding cycles using the selected method
- More than 10 percent of females show signs of reproductive tract injury or infection during the breeding season
- A male causes injury to multiple females during pasture breeding
- A female consistently refuses all mating attempts in a hand mating system
- The selected method cannot be implemented due to facility or labor constraints

A veterinarian can provide guidance on alternative mating strategies, facility modifications, or individual animal management to improve breeding outcomes.

## Frequently Asked Questions

### How long is the gestation period for alpacas and llamas?

Gestation in alpacas and llamas averages 335 to 360 days. Individual variation is common, and females may deliver anywhere from 320 to 370 days. Accurate breeding records help predict the due date.

### How can I tell if my female alpaca or llama is in heat?

The most reliable method is to use a teaser male. A receptive female will stand still, allow the male to approach, and may lie down for mating. She may also show tail flagging, vulvar swelling, and increased vocalization. Daily observation for these signs is also useful.

### When should I have a breeding soundness exam performed on my male?

A breeding soundness exam should be performed at least 30 to 60 days before the intended breeding season. This allows time for any necessary interventions or culling decisions. Annual exams are recommended for all breeding males.

### What should I do if my female does not get pregnant after several matings?

Review your breeding records to ensure accurate estrus detection and timing. Consult a veterinarian for a breeding soundness examination of the female. The veterinarian may perform ultrasound, hormonal testing, or uterine culture to identify potential causes.

### How do I know if my female is pregnant?

Transrectal ultrasound performed by a veterinarian at 30 to 60 days post-mating is the most accurate method. A fetal heartbeat confirms pregnancy. After 90 days, transabdominal ultrasound or palpation can also detect pregnancy.

### What is the normal duration of labor in alpacas and llamas?

Stage I labor (uterine contractions and cervical dilation) lasts 2 to 6 hours. Stage II labor (active expulsion of the cria) typically lasts 30 to 60 minutes. If stage II labor exceeds 2 hours without progress, veterinary assistance is needed.

### When should I intervene during parturition?

Intervene if stage II labor lasts longer than 2 hours without progress, if the cria is in an abnormal presentation, or if the female shows signs of distress. Call a veterinarian immediately. Only experienced personnel should attempt manual correction.

### What should I do if the placenta is not expelled after birth?

If the placenta is not expelled within 12 hours, call a veterinarian. Retained placenta is a medical emergency that can lead to metritis and sepsis. Do not attempt manual removal without veterinary supervision.

## Related Farming Guides

- [Queen Breeding Business Genetics Mating And Sales](/knowledge/animal-farming/apiculture/queen-breeding-business-genetics-mating-and-sales)
- [Pasture Management For Sheep](/knowledge/animal-farming/sheep/pasture-management-for-sheep)
- [Livestock Waste Management Composting Anaerobic Digestion Nutrient Recovery](/knowledge/animal-farming/farm-management/livestock-waste-management-composting-anaerobic-digestion-nutrient-recovery)
- [Goat Fiber Production Cashmere Mohair Management](/knowledge/animal-farming/goats/goat-fiber-production-cashmere-mohair-management)
- [Livestock Nutrition And Feed Management A Cross Species Decision Framework](/knowledge/animal-farming/farm-management/livestock-nutrition-and-feed-management-a-cross-species-decision-framework)

## Related Clinical & Scientific Guides

* [Water Buffalo Genetic Improvement and Breeding Programs](/knowledge/animal-farming/alternative-livestock/water-buffalo-genetic-improvement-breeding-programs)
* [Camel Farm Biosecurity: Disease Prevention and Quarantine Protocols](/knowledge/animal-farming/alternative-livestock/camel-farm-biosecurity-disease-prevention-quarantine-protocols)
* [Water Buffalo Farm Equipment and Infrastructure](/knowledge/animal-farming/alternative-livestock/water-buffalo-farm-equipment-infrastructure)


## References and Further Reading

- [www.fao.org](https://www.fao.org/dad-is)
- [www.ars.usda.gov](https://www.ars.usda.gov/)
- [www.merckvetmanual.com](https://www.merckvetmanual.com/management-and-nutrition)
- [FAO Animal Production and Health](https://www.fao.org/animal-production/en). Food and Agriculture Organization of the United Nations.
- [Animal Health and Welfare](https://www.nal.usda.gov/animal-health-and-welfare). USDA National Agricultural Library.
- [Animal Production and Protection](https://www.ars.usda.gov/animal-production-and-protection). USDA Agricultural Research Service.
- [Animal and Veterinary Resources](https://www.fda.gov/animal-veterinary). U.S. Food and Drug Administration.

> This article is educational and is not a substitute for veterinary diagnosis, treatment, public-health guidance, or regulatory reporting.